{"meta":{"query_hash":"19316f406144","filters":{"topic":"Obstructive Sleep Apnea Research"},"cohort_total":3473,"direct_labels_cover":10,"predictions_cover":3473,"exported":3473,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/19316f406144","api":"https://metacan.xera.ac/api/v1/cohort?topic=Obstructive+Sleep+Apnea+Research"},"results":[{"id":"W1019587569","doi":"10.5664/jcsm.5278","title":"Nocturnal Hypoxemia Is Associated with White Matter Hyperintensities in Patients with a Minor Stroke or Transient Ischemic Attack","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Foothills; Medicine; Library science; Geography; Cartography","score_opus":0.07659677212617044,"score_gpt":0.37023735893400234,"score_spread":0.2936405868078319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1019587569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877335,0.00011251594,0.0001555322,0.009082761,0.00041029105,0.00044030158,0.000015744778,0.000011363252,0.0020380279],"genre_scores_gemma":[0.993726,0.000013973966,0.0009802697,0.003209288,0.0006950173,0.000004427877,0.000012428861,0.000056351953,0.0013022249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99439675,0.00026116025,0.0020308895,0.00035761087,0.002384521,0.00056909805],"domain_scores_gemma":[0.99441236,0.00063806184,0.0009627286,0.00034036845,0.0025797854,0.0010666976],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022791943,0.00034767768,0.0017798778,0.0003946297,0.000033658773,0.000017993436,0.00026993282,0.00024878167,0.0010360134],"category_scores_gemma":[0.0026051847,0.00017205074,0.00019127912,0.0004931207,0.0007185937,0.000241662,0.000047383386,0.0018688324,0.000027373542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.029919274,0.00089209265,0.9472442,0.000045328095,0.00072887907,0.00089308637,0.0010357131,0.000016891725,0.000041938427,2.199297e-7,0.015818402,0.003363965],"study_design_scores_gemma":[0.048511352,0.01495766,0.930564,0.0010972411,0.00053576566,0.00040224908,0.0011009858,0.00015298421,0.000081190665,0.0000018771697,0.0023911062,0.00020358956],"about_ca_topic_score_codex":0.000019313511,"about_ca_topic_score_gemma":0.000050466857,"teacher_disagreement_score":0.01859208,"about_ca_system_score_codex":0.00031369814,"about_ca_system_score_gemma":0.0003209087,"threshold_uncertainty_score":0.99987715},"labels":[],"label_agreement":null},{"id":"W1025376619","doi":"10.1155/2015/581504","title":"Use of Electronic Data and Existing Screening Tools to Identify Clinically Significant Obstructive Sleep Apnea","year":2015,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Retrospective cohort study; Sleep apnea; Cohort; Polysomnography; Diagnosis code; Respiratory disturbance index; Physical therapy; Apnea; Algorithm; Pediatrics; Internal medicine; Population","score_opus":0.25464366207034145,"score_gpt":0.40506913818474655,"score_spread":0.1504254761144051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1025376619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934245,0.0004634251,0.0042703208,0.00050769665,0.00021250831,0.00047258567,0.00017395303,0.0000150123615,0.00046003357],"genre_scores_gemma":[0.9923526,0.0000059031186,0.0060596135,0.0010062048,0.00046294453,0.000005287153,0.000017502583,0.000050982442,0.00003896557],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967226,0.0003158796,0.00082279247,0.0005055386,0.0007324798,0.0009007381],"domain_scores_gemma":[0.9943043,0.0003574077,0.00027964145,0.00080560247,0.0010098811,0.0032431746],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002686233,0.00021053052,0.00046733333,0.00067774596,0.000207471,0.0002539778,0.00053659,0.00014667856,0.00007499024],"category_scores_gemma":[0.008964064,0.00020403395,0.00007106431,0.00046828092,0.00025771416,0.00067253626,0.00024613852,0.0011314495,0.000018374794],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011195597,0.000061603976,0.46277052,0.00006989518,0.00069756695,0.0019711491,0.0010162253,0.00013974977,0.01933345,0.00060731155,0.002813312,0.50939965],"study_design_scores_gemma":[0.0064453464,0.0038184423,0.8265888,0.00044415428,0.0005084378,0.0017759826,0.007067614,0.005416274,0.00238778,0.000726455,0.14372829,0.001092429],"about_ca_topic_score_codex":0.0026955232,"about_ca_topic_score_gemma":0.004016684,"teacher_disagreement_score":0.5083072,"about_ca_system_score_codex":0.00064914266,"about_ca_system_score_gemma":0.002049541,"threshold_uncertainty_score":0.99938387},"labels":[],"label_agreement":null},{"id":"W1034228553","doi":"10.1096/fasebj.29.1_supplement.678.6","title":"Sex‐Specific Heart Rate Responses to Apneic Manipulations in Young Healthy Subjects","year":2015,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates - Health Solutions","keywords":"Bradycardia; Apnea; Heart rate; Medicine; Hyperventilation; Internal medicine; Asystole; Anesthesia; Stimulation; Ventilation (architecture); Endocrinology; Cardiology; Blood pressure","score_opus":0.0917638276619571,"score_gpt":0.3593551217319325,"score_spread":0.2675912940699754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1034228553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835625,0.0003254049,0.00034524265,0.013088949,0.00040293316,0.00046993705,0.0000052317346,0.000024029703,0.0017757344],"genre_scores_gemma":[0.9971327,0.000023558945,0.0007298478,0.0006289587,0.00050813414,0.000012612689,0.0000031047082,0.00002862634,0.0009324195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742043,0.0009275881,0.0003486832,0.00018914409,0.0006147245,0.0004994537],"domain_scores_gemma":[0.99843556,0.00029462753,0.00006378639,0.000362231,0.00024990935,0.0005939054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033893501,0.00013198571,0.00025141297,0.0004574016,0.00025451998,0.00008500338,0.00019089552,0.00005265029,0.00014205085],"category_scores_gemma":[0.00068108895,0.00009199606,0.00006911191,0.0006393675,0.000092158094,0.00012238661,0.00007415923,0.0009124742,0.00037215746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010814228,0.0004171859,0.6869505,0.00003310904,0.00011775017,0.00091445114,0.008956784,0.00034266364,0.27649868,0.00096782943,0.007390175,0.006596643],"study_design_scores_gemma":[0.004275354,0.0011716231,0.9620643,0.00008129075,0.000025348396,0.004359604,0.0056746397,0.0005353564,0.018132992,0.0012204433,0.0022523038,0.00020671899],"about_ca_topic_score_codex":0.00009081506,"about_ca_topic_score_gemma":0.00011971504,"teacher_disagreement_score":0.27511382,"about_ca_system_score_codex":0.0005087828,"about_ca_system_score_gemma":0.0002446717,"threshold_uncertainty_score":0.47834554},"labels":[],"label_agreement":null},{"id":"W1042475091","doi":"10.1155/2014/214943","title":"Use of a Level 3 Portable Monitor for The Diagnosis and Management of Sleep-Disordered Breathing in an Inpatient Tertiary Care Setting","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Pulmonologists; Medical diagnosis; Polysomnography; Emergency medicine; Medical record; Retrospective cohort study; Sleep disordered breathing; Intensive care medicine; Physical therapy; Pediatrics; Internal medicine; Obstructive sleep apnea; Apnea","score_opus":0.0599171626570797,"score_gpt":0.3098932537603396,"score_spread":0.2499760911032599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1042475091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99738336,0.0011688152,0.00026028053,0.0002865614,0.00008995625,0.0006983225,0.00006814636,0.0000027663443,0.000041786523],"genre_scores_gemma":[0.9978626,0.00003678897,0.0016598428,0.00027246546,0.000073655174,0.00006005824,0.000003819961,0.000024146373,0.000006636095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870414,0.00011925263,0.0003966471,0.00016824073,0.0002701915,0.00034152894],"domain_scores_gemma":[0.99872375,0.0001733332,0.00015827142,0.00025219136,0.00030618015,0.0003862567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057850056,0.00011237501,0.00021028648,0.00039499174,0.00016847417,0.00004049216,0.00013550898,0.00006200398,0.00001994765],"category_scores_gemma":[0.00018928126,0.00008897041,0.000058544043,0.0001475342,0.00009563886,0.0001826768,0.000035308767,0.00024910783,2.2344446e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047865655,0.000028221237,0.78574187,0.00031004607,0.000084346495,0.00005441735,0.000995205,0.00009906455,0.00037972978,0.000060075086,0.000060752733,0.21213838],"study_design_scores_gemma":[0.0016126692,0.00036021505,0.987587,0.00037306757,0.000093562885,0.00002440054,0.004224715,0.0014203271,0.0016650535,0.000031359275,0.0025022803,0.00010535801],"about_ca_topic_score_codex":0.0066244313,"about_ca_topic_score_gemma":0.023596702,"teacher_disagreement_score":0.21203303,"about_ca_system_score_codex":0.00026362378,"about_ca_system_score_gemma":0.00014252678,"threshold_uncertainty_score":0.9999905},"labels":[],"label_agreement":null},{"id":"W107058869","doi":"","title":"Do patients with obstructive sleep apnea have clinically significant proteinuria?","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Proteinuria; Polysomnography; Sleep apnea; Apnea–hypopnea index; Obstructive sleep apnea; Internal medicine; Population; Creatinine; Body mass index; Apnea; Anesthesia; Gastroenterology; Kidney","score_opus":0.02576389371572661,"score_gpt":0.27250163699599395,"score_spread":0.24673774328026735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W107058869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97443897,0.000030475449,0.00062287913,0.0006085489,0.0001980556,0.0061263163,0.00002524999,0.00012312313,0.017826414],"genre_scores_gemma":[0.99415225,0.000003881559,0.0013312832,0.00015926948,0.00029851042,0.0031816694,0.00003513681,0.000075514734,0.00076251203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648523,0.00014675604,0.00052471575,0.00073313963,0.0011332432,0.0009769403],"domain_scores_gemma":[0.9975776,0.00017233292,0.00019900373,0.0007083213,0.00069765083,0.0006450705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052244676,0.00029725203,0.0004861096,0.00019918299,0.00011034407,0.00006515074,0.00025832027,0.00016804152,0.0002180707],"category_scores_gemma":[0.0009154972,0.0002170975,0.00012760719,0.00043766532,0.00039427308,0.00019317583,0.000118078766,0.0005802762,0.000084739164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023249001,0.00044686894,0.62596875,0.000025636324,0.0002122945,0.00011075834,0.00010488731,0.0000016340581,0.000030638985,0.000053861797,0.000028672071,0.3706911],"study_design_scores_gemma":[0.0059714955,0.0005177231,0.9906146,0.000013964907,0.00010564585,0.000017146158,0.0002113598,0.00007669144,0.0004635723,0.00019670514,0.001545164,0.00026594015],"about_ca_topic_score_codex":0.000029461164,"about_ca_topic_score_gemma":0.0000047936246,"teacher_disagreement_score":0.37042516,"about_ca_system_score_codex":0.00027546982,"about_ca_system_score_gemma":0.000041237014,"threshold_uncertainty_score":0.88529795},"labels":[],"label_agreement":null},{"id":"W110109759","doi":"10.3390/medicina44040038","title":"Psychometric properties of the Lithuanian version of Sleep Apnea Quality of Life Index (a pilot study)","year":2008,"lang":"en","type":"article","venue":"Medicina","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polysomnography; Quality of life (healthcare); Sleep apnea; Obstructive sleep apnea; Apnea; Physical therapy; Cronbach's alpha; Lithuanian; Apnea–hypopnea index; Anesthesia; Psychometrics; Clinical psychology","score_opus":0.09609720640820917,"score_gpt":0.32775348135115245,"score_spread":0.23165627494294327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W110109759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957565,0.0007407538,0.0000624132,0.00048658214,0.00024311863,0.0010125501,0.000007425185,0.000014550556,0.0016760986],"genre_scores_gemma":[0.99963933,0.000023987082,0.000035762976,0.00005466601,0.00007963005,0.000008826093,0.0000013138994,0.00001934225,0.00013712028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966919,0.0002879779,0.0007495024,0.00025049492,0.0017804814,0.0002396701],"domain_scores_gemma":[0.99798644,0.00013516321,0.00035604523,0.00078428263,0.0005811026,0.000156988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010327987,0.0001512763,0.0006980922,0.00047894896,0.000073534735,0.0000012961382,0.00035227064,0.000056461846,0.00014028951],"category_scores_gemma":[0.0028491116,0.000087513414,0.0001053636,0.001778432,0.00093529734,0.000054387874,0.00016160069,0.00032662885,0.000007187817],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020021212,0.0021974926,0.9430902,0.00058579334,0.00019848644,0.000002941859,0.002830308,0.0000023568896,0.04586774,0.000014119548,0.00010710165,0.0031013323],"study_design_scores_gemma":[0.0048092045,0.0043380656,0.96273226,0.0001124216,0.00006966243,0.000007895432,0.0035620339,0.000111221714,0.024140004,0.000008351396,0.000037418195,0.000071442504],"about_ca_topic_score_codex":0.0011448034,"about_ca_topic_score_gemma":0.000025038127,"teacher_disagreement_score":0.021727737,"about_ca_system_score_codex":0.00007075736,"about_ca_system_score_gemma":0.00012500363,"threshold_uncertainty_score":0.35686934},"labels":[],"label_agreement":null},{"id":"W115798007","doi":"","title":"Effect of a titration polysomnogram on treatment success with a mandibular repositioning appliance.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Polysomnogram; Polysomnography; Oral appliance; Obstructive sleep apnea; Continuous positive airway pressure; Anesthesia; Sleep apnea; Apnea; Surgery","score_opus":0.011850544133432641,"score_gpt":0.28128768211590666,"score_spread":0.26943713798247404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W115798007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99111885,0.00006930373,0.0002574221,0.0003778262,0.000020099998,0.0019707882,0.0000022382537,0.000041489668,0.0061419657],"genre_scores_gemma":[0.9985837,0.0000043288373,0.00013763155,0.00003392417,0.000066141176,0.00095572823,0.000019945364,0.000009959887,0.00018863752],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990465,0.000056526114,0.00012907073,0.0002031731,0.0003221798,0.00024255419],"domain_scores_gemma":[0.9995011,0.000053420878,0.000061377774,0.00022751892,0.000050212522,0.000106385945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001975049,0.00011387315,0.00022751444,0.000111356145,0.00004567763,0.000017619355,0.000037693924,0.000040910883,0.00000968744],"category_scores_gemma":[0.000034531975,0.00007160519,0.000054078602,0.00022157436,0.000044555214,0.00005407489,0.0000041374133,0.000078843994,0.0000050279064],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047947518,0.00044509774,0.056062397,0.000094168645,0.00019320844,0.00014181504,0.00008584523,0.000028204031,0.003313098,0.00021014638,0.0000093669705,0.93462193],"study_design_scores_gemma":[0.004159487,0.0066634966,0.64833415,0.000044437056,0.00015430854,0.000058896097,0.000009123121,0.00014811353,0.34026963,0.00001974756,0.000057101246,0.000081515456],"about_ca_topic_score_codex":0.00002930185,"about_ca_topic_score_gemma":0.000003714433,"teacher_disagreement_score":0.9345404,"about_ca_system_score_codex":0.00021270785,"about_ca_system_score_gemma":0.000009975603,"threshold_uncertainty_score":0.29199746},"labels":[],"label_agreement":null},{"id":"W1174344054","doi":"10.71781/29219","title":"Effets du vieillissement sur les déficits cognitifs associés au syndrome des apnées obstructives du sommeil","year":2007,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine","score_opus":0.010071314136558651,"score_gpt":0.2243879671168012,"score_spread":0.21431665298024255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1174344054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9572351,0.009319691,0.00013528255,0.0001811474,0.0011768878,0.0010076648,0.00012627202,0.00019795736,0.03062003],"genre_scores_gemma":[0.98112094,0.0005338368,0.0004904664,0.000047641683,0.00038424702,0.000055238765,0.0013667821,0.00010197381,0.015898887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953522,0.00022207406,0.00064693217,0.001002961,0.0018075915,0.00096820976],"domain_scores_gemma":[0.996291,0.0004313658,0.0004938638,0.00050311023,0.001574308,0.00070638675],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00048296887,0.00076678005,0.00092275965,0.0008654863,0.006323189,0.00008237082,0.00046391532,0.00081006467,0.00018438422],"category_scores_gemma":[0.0005910652,0.0008205287,0.0005767103,0.00056176377,0.00073754217,0.00044369054,0.00022012704,0.0009757023,0.00009551104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0093934955,0.0038321596,0.6616087,0.0037342347,0.007537627,0.054238487,0.07334119,0.00019966545,0.0686199,0.005989253,0.00047265386,0.11103265],"study_design_scores_gemma":[0.0053807762,0.00043613298,0.92506045,0.0009502356,0.0010492974,0.0045339037,0.03935153,0.0002671034,0.016696382,0.00017002031,0.005237495,0.00086664356],"about_ca_topic_score_codex":0.02233543,"about_ca_topic_score_gemma":0.010075407,"teacher_disagreement_score":0.26345178,"about_ca_system_score_codex":0.01363153,"about_ca_system_score_gemma":0.001636997,"threshold_uncertainty_score":0.9994246},"labels":[],"label_agreement":null},{"id":"W117904160","doi":"10.1155/2007/397984","title":"An Empirical Continuous Positive Airway Pressure Trial for Suspected Obstructive Sleep Apnea","year":2007,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Epworth Sleepiness Scale; Polysomnography; Positive airway pressure; Sleep apnea; Somnolence; Anesthesia; Apnea; Physical therapy; Internal medicine; Adverse effect","score_opus":0.027699777168933633,"score_gpt":0.3339800086913948,"score_spread":0.3062802315224612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W117904160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855494,0.0006607828,0.0046263984,0.0007976268,0.0013567552,0.002551112,0.0002647868,0.00006229406,0.0041308827],"genre_scores_gemma":[0.99298346,0.0000010736446,0.0010968003,0.0017727297,0.0037350014,0.00003660646,0.000032241398,0.000102036516,0.00024004086],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961769,0.00030540273,0.0007280088,0.00057600386,0.000750304,0.0014633989],"domain_scores_gemma":[0.993525,0.00033241863,0.0002469464,0.0004911911,0.0017269262,0.003677513],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017200117,0.00035598196,0.0006256141,0.0010387531,0.0006863235,0.00017646191,0.00038955794,0.0004234347,0.00060888316],"category_scores_gemma":[0.0011983329,0.00033203696,0.00031277013,0.0005182239,0.00036524798,0.0003382949,0.000025281297,0.0013785781,0.000029727331],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.25216487,0.0015482103,0.24020773,0.00021688994,0.0049925023,0.016960504,0.0059633893,0.0000735873,0.045078345,0.0034911036,0.016278824,0.41302404],"study_design_scores_gemma":[0.20912077,0.020455793,0.5245115,0.00012274316,0.0011594775,0.0034166083,0.005877176,0.0010704845,0.024877725,0.000978186,0.2067452,0.0016643086],"about_ca_topic_score_codex":0.0009224332,"about_ca_topic_score_gemma":0.012205043,"teacher_disagreement_score":0.41135973,"about_ca_system_score_codex":0.0012803075,"about_ca_system_score_gemma":0.0015380684,"threshold_uncertainty_score":0.99991316},"labels":[],"label_agreement":null},{"id":"W120240842","doi":"10.5664/jcsm.26512","title":"Clinical Reproducibility of the Epworth Sleepiness Scale","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Mount Sinai Hospital","funders":"","keywords":"Epworth Sleepiness Scale; Reproducibility; Medicine; Scale (ratio); Physical therapy; Polysomnography; Physical medicine and rehabilitation; Psychiatry; Statistics; Cartography; Electroencephalography","score_opus":0.07684029246057422,"score_gpt":0.4453505965819852,"score_spread":0.368510304121411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W120240842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705228,0.0009720675,0.00057091156,0.018268298,0.004790203,0.0005325652,0.0000051693187,0.000015852385,0.0043221],"genre_scores_gemma":[0.98797905,0.00013871207,0.0015533635,0.00069512916,0.009219483,0.0000022762222,0.000003302265,0.000033599536,0.00037509148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.988576,0.0013061856,0.0067046285,0.00081553205,0.0021642372,0.0004334163],"domain_scores_gemma":[0.98872954,0.0029415975,0.0028730265,0.0025231447,0.0023986301,0.0005340765],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.029255694,0.0002550165,0.0023503278,0.00017589747,0.000082169,0.000006837766,0.00073247735,0.0003443854,0.00054672343],"category_scores_gemma":[0.041323837,0.00013094158,0.001258215,0.0008608761,0.0026462085,0.00013143766,0.0002456263,0.0022858237,0.000014233495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016459146,0.0015062985,0.88811046,0.000101069745,0.000239975,0.00007630483,0.000024716688,0.0000116247975,0.0005794555,0.000107648055,0.0037937623,0.10380275],"study_design_scores_gemma":[0.0084485235,0.0024072165,0.97748405,0.00040507477,0.00061455084,0.00026970502,0.00007706748,0.00019531975,0.0008629528,0.0012225272,0.00790352,0.000109497814],"about_ca_topic_score_codex":0.00008565448,"about_ca_topic_score_gemma":0.000035553894,"teacher_disagreement_score":0.10369325,"about_ca_system_score_codex":0.000079062505,"about_ca_system_score_gemma":0.00026266585,"threshold_uncertainty_score":0.99958557},"labels":[],"label_agreement":null},{"id":"W121253023","doi":"10.71781/3269","title":"Effet de l’expansion palatine sur le bruxisme du sommeil chez des enfants en comparant des appareils d’expansion palatine rapide collé ou bagué","year":2013,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.010743468761711856,"score_gpt":0.21538985238470784,"score_spread":0.20464638362299598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W121253023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9664252,0.020522812,0.001391599,0.00047481692,0.0014473184,0.0021247428,0.00019103513,0.00024069096,0.00718182],"genre_scores_gemma":[0.9721726,0.0023581488,0.0039125583,0.000091351816,0.0008257855,0.00015626017,0.0018608886,0.00016916536,0.018453246],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99184686,0.0012754884,0.0013159803,0.001558257,0.002067624,0.0019357912],"domain_scores_gemma":[0.9937204,0.0011528422,0.00086204836,0.0009836053,0.0017392188,0.0015418989],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0011863803,0.0013349066,0.0016529177,0.0009333801,0.009378566,0.00017032816,0.0008937029,0.0012709645,0.00048755427],"category_scores_gemma":[0.0009680917,0.0014460946,0.0007452202,0.0010484948,0.0017843636,0.0010867675,0.0004986098,0.0015883947,0.00032249067],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053059463,0.002514842,0.3064632,0.0024151388,0.0017337487,0.0050902227,0.0906325,0.0045418222,0.525767,0.0032678347,0.000532339,0.051735397],"study_design_scores_gemma":[0.014925401,0.00075260754,0.7338913,0.0030012443,0.0011408845,0.0021832322,0.056145437,0.051122613,0.13168174,0.00038082158,0.0032748668,0.0014998682],"about_ca_topic_score_codex":0.13501857,"about_ca_topic_score_gemma":0.013441591,"teacher_disagreement_score":0.42742807,"about_ca_system_score_codex":0.014694193,"about_ca_system_score_gemma":0.004173511,"threshold_uncertainty_score":0.9999402},"labels":[],"label_agreement":null},{"id":"W122663550","doi":"10.1093/sleep/23.1.1c","title":"Accuracy of Oximetry with Thermistor (OxiFlow) for Diagnosis of Obstructive Sleep Apnea and Hypopnea","year":2000,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fonds de Recherche du Québec - Santé; Royal Victoria Hospital; Medical Council of Canada","funders":"","keywords":"Medicine; Polysomnography; Hypopnea; Obstructive sleep apnea; Receiver operating characteristic; Apnea; Apnea–hypopnea index; Sleep disorder; Pulse oximetry; Anesthesia; Internal medicine","score_opus":0.015461642626051106,"score_gpt":0.28142228705456973,"score_spread":0.26596064442851863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W122663550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928193,0.0011613388,0.00042378364,0.00021465168,0.00006038739,0.001193472,0.00012730742,0.000029824092,0.003969933],"genre_scores_gemma":[0.99394184,0.000054854983,0.0054268013,0.000050515388,0.00009981663,0.00016715357,0.000021089141,0.000055851593,0.00018210312],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99826866,0.000056642806,0.00038838218,0.0004172112,0.00048758957,0.00038152692],"domain_scores_gemma":[0.9982532,0.0005429213,0.0001859979,0.00049794314,0.0003233194,0.00019659399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019154667,0.00023491921,0.0005840256,0.00018981799,0.00006897648,0.0000093628505,0.0001713792,0.00012171338,0.00089611043],"category_scores_gemma":[0.00036660695,0.00018439721,0.00013547245,0.00033129624,0.0005039562,0.0001526244,0.000048500326,0.00019941448,0.000009551201],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027061207,0.00045423565,0.21784805,0.0005193378,0.000592777,0.000016879409,0.0007540808,0.00001558427,0.00949395,0.00036826395,0.000041315103,0.7671894],"study_design_scores_gemma":[0.01898511,0.005420508,0.5351718,0.00023847687,0.0011857642,0.00017889547,0.001961902,0.0056657023,0.42322412,0.0013449517,0.0057328474,0.0008899341],"about_ca_topic_score_codex":0.00007502536,"about_ca_topic_score_gemma":0.000007587392,"teacher_disagreement_score":0.7662995,"about_ca_system_score_codex":0.00007753593,"about_ca_system_score_gemma":0.000024354824,"threshold_uncertainty_score":0.9811781},"labels":[],"label_agreement":null},{"id":"W124849090","doi":"10.14219/jada.2013.31","title":"The accuracy of diagnostic tests for adenoid hypertrophy","year":2014,"lang":"en","type":"review","venue":"The Journal of the American Dental Association","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Adenoid hypertrophy; Medicine; Adenoid; Craniofacial; Gold standard (test); Radiology; Dentistry; Surgery; Adenoidectomy; Tonsillectomy","score_opus":0.026651079808268283,"score_gpt":0.3727623757279115,"score_spread":0.3461112959196432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W124849090","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018230243,0.9770723,0.0000682009,0.0019257553,0.0007803703,0.0017877261,0.00005354544,0.00000694257,0.00007493859],"genre_scores_gemma":[0.0303233,0.9681919,0.00007066463,0.000110771165,0.0009167804,0.00002699779,0.000005168542,0.0000541446,0.00030027938],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964319,0.0011114444,0.00091218273,0.00010468043,0.0011348806,0.00030495322],"domain_scores_gemma":[0.96759945,0.0248052,0.0065066265,0.00044630197,0.00056431437,0.000078088335],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0024553475,0.00022219648,0.0013601228,0.00010183143,0.00025691206,0.000034801087,0.0009351122,0.000075692355,0.000005463692],"category_scores_gemma":[0.029568564,0.00008901471,0.0010467281,0.00051068433,0.00030988402,0.00005983142,0.00017739493,0.0007798893,0.000014613231],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018684291,0.0001096511,0.0028372817,0.0009914266,0.0014704945,0.0000023969383,0.000086633576,0.0000024481549,0.00011628496,0.000018962166,0.0026198737,0.9915577],"study_design_scores_gemma":[0.0021746994,0.002901993,0.037219513,0.0077861412,0.014842967,0.0010830389,0.00081245805,0.000065921944,0.0002327532,0.0004233673,0.9320321,0.0004250598],"about_ca_topic_score_codex":0.000037565227,"about_ca_topic_score_gemma":0.000011375605,"teacher_disagreement_score":0.9911326,"about_ca_system_score_codex":0.0012023252,"about_ca_system_score_gemma":0.00021084497,"threshold_uncertainty_score":0.9786058},"labels":[],"label_agreement":null},{"id":"W125718215","doi":"10.1155/2014/921541","title":"Excessive Daytime Sleepiness among Rural Residents in Saskatchewan","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Daytime; Excessive daytime sleepiness; Environmental health; Gerontology; Psychiatry; Insomnia; Sleep disorder","score_opus":0.01557422312736714,"score_gpt":0.27797016927918256,"score_spread":0.26239594615181544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W125718215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932228,0.00029999373,0.00010695551,0.0006108796,0.00039717564,0.00028887187,0.000009117092,0.000017298025,0.005046964],"genre_scores_gemma":[0.9971889,0.0000029231537,0.00008961775,0.0013942824,0.00079517666,0.000012988393,0.0000051377515,0.000052642343,0.00045829243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972594,0.00035937145,0.00051044754,0.00027808564,0.0006439526,0.0009487452],"domain_scores_gemma":[0.9968749,0.000075789816,0.00015498455,0.0004095665,0.00036804378,0.0021166604],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011140933,0.00022644756,0.00039976582,0.0012439621,0.0002585647,0.00012910408,0.00035962093,0.00020051238,0.0009638342],"category_scores_gemma":[0.00072434446,0.0002156588,0.0001182478,0.0005488794,0.00025571696,0.00033528605,0.000045205456,0.0012217165,0.00016546664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098261255,0.000030758732,0.94814914,0.000036647878,0.000067519286,0.0020768035,0.0005568854,0.000024179548,0.0025861175,0.00007221883,0.0014216397,0.044879835],"study_design_scores_gemma":[0.0026202605,0.00020224125,0.9883747,0.00019863308,0.000025887819,0.0003026662,0.0017621976,0.00018932803,0.00091682177,0.0002769379,0.004893973,0.00023633004],"about_ca_topic_score_codex":0.028026745,"about_ca_topic_score_gemma":0.2926129,"teacher_disagreement_score":0.26458615,"about_ca_system_score_codex":0.001389625,"about_ca_system_score_gemma":0.0013483716,"threshold_uncertainty_score":0.9999494},"labels":[],"label_agreement":null},{"id":"W136810540","doi":"10.1093/sleep/27.3.474","title":"Sleep-Disordered Breathing and White Matter Disease in the Brainstem in Older Adults","year":2004,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Claude Pepper Older Americans Independence Center, Wake Forest School of Medicine; York University; Strong; Case Western Reserve University; University of Washington; University of Oklahoma; Wake Forest University; Johns Hopkins University; University of Pittsburgh; University of California, Davis; University of Minnesota","keywords":"Polysomnography; Medicine; White matter; Brainstem; Arousal; Sleep apnea; Odds ratio; Cardiology; Population; Body mass index; Anesthesia; Internal medicine; Psychology; Apnea; Magnetic resonance imaging; Neuroscience","score_opus":0.007834081063822806,"score_gpt":0.2590218871463704,"score_spread":0.2511878060825476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W136810540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848797,0.00043832758,0.00011039411,0.011642431,0.00006197501,0.0009559054,0.000008193015,0.00002222881,0.0018808956],"genre_scores_gemma":[0.9982925,0.000008500004,0.00018095321,0.0012749378,0.000064881235,0.0000728098,0.00001785325,0.000028521135,0.000059015212],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984436,0.000108586726,0.00024792243,0.00037597065,0.0004053536,0.00041856695],"domain_scores_gemma":[0.99932027,0.000052975472,0.000035448873,0.0003897669,0.000042070616,0.00015944212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030898908,0.00016686891,0.00021246713,0.00024115984,0.00005593593,0.00004261133,0.00015164436,0.00006735831,0.00015789573],"category_scores_gemma":[0.00009262869,0.000121187266,0.00005182743,0.00039391525,0.00011061239,0.00015469175,0.000090846814,0.0004007933,0.0000876368],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037113536,0.0003364286,0.9769899,0.00019792163,0.000015976377,0.0005623904,0.008459808,0.00007030169,0.000056993274,0.00013960537,0.00002181414,0.012777691],"study_design_scores_gemma":[0.0066781803,0.00005140045,0.98925555,0.00020503766,0.000019458701,0.00004104032,0.0020336127,0.0011596706,0.000024558525,0.00035324032,0.000048617625,0.00012960551],"about_ca_topic_score_codex":0.00025402417,"about_ca_topic_score_gemma":0.0002606693,"teacher_disagreement_score":0.01341288,"about_ca_system_score_codex":0.00013123525,"about_ca_system_score_gemma":0.00001978616,"threshold_uncertainty_score":0.49418733},"labels":[],"label_agreement":null},{"id":"W140716996","doi":"10.5664/jcsm.26346","title":"Sleep-Disordered Breathing, Cardiac Arrhythmia, and Panic Disorder","year":2005,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Panic disorder; Breathing; Sleep disordered breathing; Panic; Sleep (system call); Psychiatry; Presentation (obstetrics); Intensive care medicine; Cardiology; Obstructive sleep apnea; Surgery; Anxiety","score_opus":0.038276408543256375,"score_gpt":0.3949454188085965,"score_spread":0.35666901026534015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W140716996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9286205,0.012483688,0.0021839582,0.051160876,0.0015073015,0.0004990265,0.000006214345,0.000037655307,0.0035007815],"genre_scores_gemma":[0.98130757,0.002390492,0.0038341174,0.0012807306,0.010668523,0.000005166744,0.0000064273736,0.000060933926,0.00044601868],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9944999,0.00042201352,0.0025890283,0.00042586433,0.0015020833,0.00056108885],"domain_scores_gemma":[0.99502134,0.0016172918,0.0009140057,0.0005050512,0.0008209778,0.0011213167],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004609458,0.00033037728,0.0019602242,0.0003404118,0.0001129529,0.00002177217,0.00025844088,0.00032773137,0.0009732953],"category_scores_gemma":[0.0072824415,0.00021884256,0.00051148335,0.00039508677,0.00082317047,0.00028837248,0.00013847018,0.0019381526,0.000057235975],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012096753,0.00033824696,0.18348055,0.00008523968,0.0007418675,0.00031749211,0.0003482654,0.000014198129,0.00042918167,0.00015482663,0.0014427991,0.81143767],"study_design_scores_gemma":[0.030252729,0.008478888,0.6536568,0.00060012913,0.0018679689,0.0023441615,0.0014308571,0.0052744,0.00016600128,0.00075032504,0.2946566,0.0005211439],"about_ca_topic_score_codex":0.000035711528,"about_ca_topic_score_gemma":0.000014383836,"teacher_disagreement_score":0.81091654,"about_ca_system_score_codex":0.00010424621,"about_ca_system_score_gemma":0.000093841685,"threshold_uncertainty_score":0.99994},"labels":[],"label_agreement":null},{"id":"W1427972572","doi":"10.1016/j.joms.2015.07.016","title":"Objective and Subjective Outcomes Following Maxillomandibular Advancement Surgery for Treatment of Patients With Extremely Severe Obstructive Sleep Apnea (Apnea-Hypopnea Index &gt;100)","year":2015,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Apnea–hypopnea index; Sleep apnea; Apnea; Hypopnea; Anesthesia; Surgery; Polysomnography","score_opus":0.034892134099650765,"score_gpt":0.28535151465102815,"score_spread":0.2504593805513774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1427972572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954508,0.0013818296,0.0010864586,0.00019294271,0.000703584,0.0010023117,0.000110003675,0.000015738753,0.000056332454],"genre_scores_gemma":[0.9984681,0.000114603914,0.0011174352,0.00004579362,0.00005352225,0.00004277771,0.00003279601,0.00005539979,0.000069592345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969267,0.000101946265,0.000927107,0.00043411893,0.001036494,0.0005736167],"domain_scores_gemma":[0.99664146,0.00034693582,0.00078658806,0.00020592561,0.0013571315,0.0006619802],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00063363527,0.0004728507,0.0018409768,0.00065871864,0.00015751789,0.000045158173,0.00007426851,0.00016106965,0.000016452233],"category_scores_gemma":[0.0007798235,0.00032129895,0.0005561946,0.00038004306,0.00028813625,0.0006444916,0.000068468114,0.00016332211,7.174603e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069620465,0.0005803628,0.8018787,0.00007587295,0.0015557032,0.00018552177,0.0006673395,0.000009227758,0.00009875476,0.00002028217,0.000008912758,0.18795727],"study_design_scores_gemma":[0.008159743,0.0026793121,0.9810111,0.00007912959,0.0006238337,0.00012988423,0.0014980409,0.000052946263,0.0009353707,0.00036684124,0.0040606237,0.0004032018],"about_ca_topic_score_codex":0.000118470394,"about_ca_topic_score_gemma":0.000011478222,"teacher_disagreement_score":0.18755408,"about_ca_system_score_codex":0.00046031678,"about_ca_system_score_gemma":0.00030715886,"threshold_uncertainty_score":0.9999239},"labels":[],"label_agreement":null},{"id":"W144639344","doi":"","title":"Upper airway findings in children with Down syndrome on sleep nasopharyngoscopy: case-control study.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Airway obstruction; Intravenous sedation; Body mass index; Percentile; Case-control study; Airway; Pediatrics; Sedation; Surgery; Internal medicine","score_opus":0.013129276091418942,"score_gpt":0.2536233580664715,"score_spread":0.24049408197505256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W144639344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99199504,0.00019346291,0.0000096423755,0.00042030704,0.0001324235,0.0057560815,0.000030252151,0.000076311786,0.0013864532],"genre_scores_gemma":[0.99640524,0.0000011702111,0.0000573071,0.00024225592,0.00018671196,0.0027631244,0.000007677042,0.00006669699,0.00026978875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971575,0.0001652639,0.00027991898,0.00045508498,0.0007176305,0.001224584],"domain_scores_gemma":[0.9986807,0.00013825014,0.00005506194,0.0005177149,0.00006585859,0.00054241176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009494248,0.00028465022,0.00048711488,0.0005065088,0.00009558599,0.000034330074,0.00016332681,0.000108023145,0.00028744765],"category_scores_gemma":[0.00021460929,0.00021071358,0.00007387218,0.0005710867,0.000107757565,0.00028377067,0.00006650459,0.0006054401,0.0001687966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006012492,0.0011775147,0.9715323,0.000014815719,0.00046411916,0.001206086,0.00036279325,0.000003663689,0.00002220896,0.000031358257,0.000029069899,0.024554826],"study_design_scores_gemma":[0.008968837,0.00059823296,0.9846423,0.000012171902,0.00016103403,0.004833914,0.00020023099,0.000020452064,0.00031858095,0.0000029438436,0.000026965376,0.00021428315],"about_ca_topic_score_codex":0.00017562452,"about_ca_topic_score_gemma":0.000030158631,"teacher_disagreement_score":0.024340542,"about_ca_system_score_codex":0.00037536141,"about_ca_system_score_gemma":0.000016771177,"threshold_uncertainty_score":0.8592651},"labels":[],"label_agreement":null},{"id":"W1467239546","doi":"10.1089/met.2013.0111","title":"Obstructive Sleep Apnea and Heart Rate Variability in Male Patients with Metabolic Syndrome: Cross-Sectional Study","year":2013,"lang":"en","type":"article","venue":"Metabolic Syndrome and Related Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Internal medicine; Heart rate variability; Metabolic syndrome; Obstructive sleep apnea; Cardiology; Diabetes mellitus; Sleep apnea; Cross-sectional study; Apnea–hypopnea index; Heart rate; Apnea; Polysomnography; Blood pressure; Endocrinology; Obesity","score_opus":0.006829733272364952,"score_gpt":0.2507773882263568,"score_spread":0.24394765495399187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1467239546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943341,0.0012214339,0.000020466017,0.00015029611,0.00025117508,0.0032977285,0.00002569876,0.00006879358,0.00063032215],"genre_scores_gemma":[0.998959,0.000081417784,0.00021030997,0.00004331378,0.000011284594,0.0003232613,0.00004191533,0.000065794935,0.00026369948],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99619585,0.0006298484,0.0007034505,0.001063087,0.00068148575,0.000726275],"domain_scores_gemma":[0.99841046,0.00023562642,0.00013986697,0.00052193407,0.00029558004,0.00039655343],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010130422,0.00046456733,0.0010138924,0.0005798174,0.00026919696,0.0001261652,0.00014558162,0.00028371945,0.0009518276],"category_scores_gemma":[0.00033666118,0.00035554284,0.000101441045,0.0011899258,0.0007397391,0.00061165745,0.00018721785,0.00084046915,0.0000961685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018393192,0.0011574144,0.99297893,0.00004954453,0.00079701905,0.000051108924,0.0004991511,0.00002345818,0.00007964173,0.00012288042,0.0000017910319,0.004055151],"study_design_scores_gemma":[0.009491894,0.0006487428,0.98647934,0.000014878659,0.0002302209,0.00081926835,0.0005347279,0.00044275602,0.000011635608,0.00085751415,0.0000962077,0.00037281946],"about_ca_topic_score_codex":0.0010612132,"about_ca_topic_score_gemma":0.000036144153,"teacher_disagreement_score":0.009307962,"about_ca_system_score_codex":0.000056207005,"about_ca_system_score_gemma":0.00004784284,"threshold_uncertainty_score":0.99996144},"labels":[],"label_agreement":null},{"id":"W1484775354","doi":"10.1111/j.1440-1843.2009.01699.x","title":"Obstructive Sleep Apnoea: From pathogenesis to treatment: Current controversies and future directions","year":2010,"lang":"en","type":"review","venue":"Respirology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health; ResMed; National Health and Medical Research Council; Pfizer; University of California, San Francisco; National Center for Research Resources; American Heart Association","keywords":"Medicine; Pathogenesis; Disease; Intensive care medicine; Depression (economics); Bioinformatics; Diabetes mellitus; Stroke (engine); Risk factor; Pathology; Endocrinology","score_opus":0.0340564749643876,"score_gpt":0.3555476988093623,"score_spread":0.32149122384497475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1484775354","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018544395,0.991678,0.000017371782,0.00069442316,0.0019738693,0.0021878222,0.0010106547,0.00008400716,0.00049941667],"genre_scores_gemma":[0.000025232679,0.99498415,0.00044409352,0.000079217905,0.0033865692,0.0005888696,0.00027346975,0.00009813713,0.00012023821],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99703693,0.00041481655,0.0005210459,0.0010945479,0.00029709731,0.0006355626],"domain_scores_gemma":[0.9971416,0.0010940195,0.0002259982,0.0008084332,0.00018573664,0.0005441987],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012411532,0.0006684826,0.0026176847,0.00065381144,0.00019379008,0.00003331396,0.00019887908,0.0008687174,0.00030540253],"category_scores_gemma":[0.00039621766,0.0004971564,0.00052633305,0.0004374424,0.00030868835,0.00005301461,0.00020172894,0.0009682918,0.00021102378],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016180259,0.00012633762,0.0002481755,0.00067278085,0.0007839539,0.0000849507,0.00015076279,2.2424839e-8,0.000044276232,0.00019270493,0.000036633613,0.9974976],"study_design_scores_gemma":[0.001179961,0.00068952306,0.002801644,0.00029639015,0.0027345554,0.00018970329,0.000049951926,0.0000023255443,0.000007789704,0.0000699045,0.9916519,0.00032636532],"about_ca_topic_score_codex":0.00010590094,"about_ca_topic_score_gemma":0.00014385005,"teacher_disagreement_score":0.9971712,"about_ca_system_score_codex":0.0004749958,"about_ca_system_score_gemma":0.0001674266,"threshold_uncertainty_score":0.999748},"labels":[],"label_agreement":null},{"id":"W1486962926","doi":"10.1179/crn.2004.025","title":"Assessing Orthotic Normalization of Pharyngeal Dynamics","year":2004,"lang":"en","type":"review","venue":"CRANIO®","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dairy Farmers of Ontario; University of Toronto","funders":"","keywords":"Airway; Candidacy; Normalization (sociology); Medicine; Physical medicine and rehabilitation; Surgery","score_opus":0.07544124424273489,"score_gpt":0.42136284175959604,"score_spread":0.34592159751686113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1486962926","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000059628554,0.989085,0.004598532,0.000013470228,0.00027173993,0.00095244666,0.000035242017,0.00004672577,0.004937195],"genre_scores_gemma":[0.0014240362,0.99627215,0.0011716471,0.0000076102833,0.0001655764,0.00002225292,0.00070504204,0.000099351455,0.00013232799],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980804,0.00011531583,0.00062719244,0.00033830368,0.00053470535,0.00030412458],"domain_scores_gemma":[0.9987395,0.00010182644,0.0003279315,0.00043717507,0.00025650335,0.00013709192],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000255746,0.00029355983,0.0014891584,0.00037196418,0.00005081401,0.00003850199,0.00017781697,0.0002988634,0.00021120324],"category_scores_gemma":[0.00020313643,0.00024549433,0.0003994578,0.00066229125,0.00014689937,0.00017106163,0.000082148385,0.00050461444,0.00006324873],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067217156,0.00010331229,0.00012684426,0.06956276,0.00018772787,0.00007563092,0.000016119693,0.0000017635841,0.0000030699014,0.0009783969,0.00000369098,0.928934],"study_design_scores_gemma":[0.008838447,0.0011987255,0.0031841064,0.24942487,0.020741958,0.003468448,0.0003833062,0.004791633,0.000061704195,0.00057786325,0.7045689,0.0027599968],"about_ca_topic_score_codex":0.000021658865,"about_ca_topic_score_gemma":0.000005001596,"teacher_disagreement_score":0.926174,"about_ca_system_score_codex":0.000767028,"about_ca_system_score_gemma":0.0006027136,"threshold_uncertainty_score":0.9999997},"labels":[],"label_agreement":null},{"id":"W1490446417","doi":"10.1007/s12630-015-0512-y","title":"Perioperative management of patients with obstructive sleep apnea: a survey of Canadian anesthesiologists","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Ottawa; The Quebec Population Health Research Network; Toronto Western Hospital; Kingston General Hospital; Queen Elizabeth II Health Sciences Centre; Université Laval; University Health Network","funders":"Canadian Anesthesiologists' Society","keywords":"Medicine; Obstructive sleep apnea; Guideline; Continuous positive airway pressure; Perioperative; Ambulatory; American society of anesthesiologists; Anesthesiology; Emergency medicine; Incidence (geometry); Sleep apnea; Anesthesia; Surgery","score_opus":0.026937926028075383,"score_gpt":0.24903863301986906,"score_spread":0.22210070699179368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1490446417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963642,0.0006121697,0.00001522458,0.0008046645,0.00018292676,0.00058902433,0.00008038656,0.0000046078303,0.0013468378],"genre_scores_gemma":[0.99776316,0.000022917864,0.0018019844,0.000040304745,0.000111577894,0.0000053002136,0.00004561095,0.00008378964,0.00012535682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99519956,0.0005041643,0.0013500946,0.00037126403,0.0013133634,0.0012615301],"domain_scores_gemma":[0.984906,0.00011493871,0.0011608656,0.0004882791,0.0073123258,0.0060175946],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021769532,0.0005068697,0.0013604391,0.0033426974,0.00026934958,0.00008678096,0.00080520747,0.0002711039,0.00015865966],"category_scores_gemma":[0.00050574366,0.00040020072,0.00024885416,0.0021879596,0.0010376096,0.00045048282,0.000019086692,0.0009955422,0.000007657305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018014944,0.00012968962,0.7429703,0.000143123,0.00093267806,0.24502583,0.0027028655,0.00032199128,0.000009401612,0.00038301208,0.00033864976,0.0052410015],"study_design_scores_gemma":[0.0035942835,0.0038307137,0.7575092,0.0002548057,0.0002650671,0.23035723,0.002804059,0.000026824242,0.00012655015,0.000039246843,0.00086148886,0.00033058558],"about_ca_topic_score_codex":0.3710226,"about_ca_topic_score_gemma":0.44782123,"teacher_disagreement_score":0.07679863,"about_ca_system_score_codex":0.0022173047,"about_ca_system_score_gemma":0.008315654,"threshold_uncertainty_score":0.99984497},"labels":[],"label_agreement":null},{"id":"W1493985153","doi":"","title":"Obstructive sleep apnea and cardiovascular risk.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Hypoxemia; Sleep apnea; Cardiology; Sleep (system call); Apnea; Disease; Internal medicine; Intensive care medicine","score_opus":0.01752260088264827,"score_gpt":0.24652436049809698,"score_spread":0.22900175961544872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493985153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9714703,0.00250521,0.0035699578,0.0001252068,0.00025740504,0.0014079682,0.000010746473,0.00009050561,0.020562693],"genre_scores_gemma":[0.9982056,0.000038972983,0.000917373,0.000049596765,0.00032700336,0.00025085307,0.000004547101,0.000032820953,0.00017324452],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99802953,0.00006832556,0.00020284524,0.00042162556,0.0005989422,0.0006787199],"domain_scores_gemma":[0.99872696,0.00013820341,0.000043984564,0.00047556154,0.00016335069,0.00045193447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014088893,0.00015558682,0.00033843835,0.00020837947,0.00010359522,0.000023871926,0.00008714555,0.00010923891,0.000027985468],"category_scores_gemma":[0.0006964142,0.00013671636,0.00019396556,0.0003271538,0.0002445909,0.00010248171,0.000104940074,0.00038318583,0.000023498998],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016422801,0.000031611315,0.17827144,0.000029426272,0.0007678014,0.00012532728,0.00011406311,0.0000015960937,0.000056042387,0.00014129553,0.000015907433,0.82028127],"study_design_scores_gemma":[0.0016798398,0.000030593248,0.988244,0.0000019726247,0.00025121233,0.00014047204,0.00034766478,0.000060620452,0.0036596784,0.0002365777,0.0052132234,0.00013412267],"about_ca_topic_score_codex":0.00008262771,"about_ca_topic_score_gemma":0.000006995625,"teacher_disagreement_score":0.82014716,"about_ca_system_score_codex":0.00012019639,"about_ca_system_score_gemma":0.000007207722,"threshold_uncertainty_score":0.5575132},"labels":[],"label_agreement":null},{"id":"W1494701108","doi":"10.1111/j.1440-1843.2011.02106.x","title":"Obesity hypoventilation syndrome: From sleep‐disordered breathing to systemic comorbidities and the need to offer combined treatment strategies","year":2011,"lang":"en","type":"review","venue":"Respirology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval","keywords":"Medicine; Obesity hypoventilation syndrome; Hypercapnia; Hypoventilation; Positive airway pressure; Intensive care medicine; Obesity; Body mass index; Continuous positive airway pressure; Internal medicine; Respiratory system; Obstructive sleep apnea","score_opus":0.055294014046104525,"score_gpt":0.33271574899306416,"score_spread":0.27742173494695965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1494701108","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.094474986,0.8977033,0.00023779481,0.0005264013,0.0003683688,0.005785867,0.00015140553,0.00009442549,0.00065746123],"genre_scores_gemma":[0.14130273,0.85568416,0.00026838513,0.0002032491,0.00023253467,0.0012444669,0.00031832093,0.00014370221,0.0006024389],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965607,0.0010332842,0.0007709357,0.0007609232,0.00032150242,0.0005526326],"domain_scores_gemma":[0.9974745,0.00090778584,0.0002680701,0.00092076935,0.00013875225,0.00029016015],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000498365,0.00059419894,0.0028822254,0.0005010792,0.00018979839,0.00008598301,0.000327491,0.00048583912,0.00018278064],"category_scores_gemma":[0.00021071336,0.00036951574,0.00036204958,0.00034745655,0.00030340962,0.00008050936,0.0003053168,0.00047278055,0.00024610103],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043890513,0.00062868156,0.0013600099,0.011517588,0.0053645717,0.0006862123,0.0049032923,0.000011258496,0.00007596155,0.0108883865,0.00019495381,0.95998],"study_design_scores_gemma":[0.03146254,0.015679756,0.031650987,0.018117707,0.018394478,0.006249055,0.0050109695,0.00036018598,0.00003872222,0.0050694053,0.8650853,0.0028809032],"about_ca_topic_score_codex":0.0017274015,"about_ca_topic_score_gemma":0.00014457856,"teacher_disagreement_score":0.95709914,"about_ca_system_score_codex":0.000435743,"about_ca_system_score_gemma":0.0001731695,"threshold_uncertainty_score":0.99987566},"labels":[],"label_agreement":null},{"id":"W1499538498","doi":"10.1371/journal.pone.0132361","title":"Reliability and Validity of the Beijing Version of the Montreal Cognitive Assessment in the Evaluation of Cognitive Function of Adult Patients with OSAHS","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Tongji Medical College, Huazhong University of Science and Technology; Tongji University; Huazhong University of Science and Technology","keywords":"Montreal Cognitive Assessment; Cronbach's alpha; Obstructive sleep apnea; Medicine; Cognition; Audiology; Physical therapy; Internal medicine; Psychiatry; Clinical psychology; Psychometrics; Cognitive impairment","score_opus":0.07461890691910125,"score_gpt":0.31993055805752885,"score_spread":0.2453116511384276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499538498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970538,0.000018133258,0.00002015364,0.00010011298,0.000020370262,0.0018640762,0.00008439563,0.0000016829771,0.0008372957],"genre_scores_gemma":[0.9998663,0.0000034848617,0.000052584757,0.000010999635,0.0000089676805,0.000028669841,0.000021269032,0.000005523751,0.0000021992803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99682474,0.00084592967,0.0002500855,0.00014554326,0.0018469512,0.00008673347],"domain_scores_gemma":[0.99500847,0.0005690154,0.0002920032,0.0002166614,0.0038871637,0.000026716332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014735739,0.000072612,0.00022365591,0.0000480311,0.000029899786,0.0000018267772,0.00007407804,0.000043928525,0.00001134491],"category_scores_gemma":[0.0031682772,0.000035263056,0.000035225454,0.00028734826,0.00034444884,0.0000725694,0.00007965698,0.00019700915,1.9767451e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017393627,0.0025724005,0.9867908,0.00018019244,0.00018366837,7.8349316e-8,0.0019456964,0.0000057100096,0.0024191297,0.000010315839,0.0000017848274,0.004150913],"study_design_scores_gemma":[0.0061511905,0.0011975071,0.95233655,0.0008125114,0.0011570415,1.4020843e-7,0.0049802638,0.0019114265,0.031250443,0.00017358836,2.8787243e-8,0.000029309493],"about_ca_topic_score_codex":0.00033881687,"about_ca_topic_score_gemma":0.000118725366,"teacher_disagreement_score":0.0344542,"about_ca_system_score_codex":0.000097048556,"about_ca_system_score_gemma":0.00013865996,"threshold_uncertainty_score":0.37929526},"labels":[],"label_agreement":null},{"id":"W1503690563","doi":"","title":"Telehealth support system for evaluation of continuous positive airway pressure treatment","year":2007,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Continuous positive airway pressure; Telemedicine; Telehealth; Medicine; Medical emergency; Obstructive sleep apnea; Physical therapy; Intensive care medicine; Health care; Internal medicine","score_opus":0.0332537164727816,"score_gpt":0.373640944510444,"score_spread":0.3403872280376624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1503690563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91153973,0.0003241234,0.012371294,0.00039867696,0.000238985,0.0080213,0.0001307896,0.00008254776,0.06689253],"genre_scores_gemma":[0.9965408,0.0000019249003,0.0013493488,0.00001979229,0.00011725581,0.000099364224,0.00007167003,0.000018477836,0.0017814029],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983282,0.00007619662,0.0003257423,0.0002305507,0.0007284736,0.00031082323],"domain_scores_gemma":[0.9979686,0.00019365814,0.000106976484,0.00023332743,0.0013448542,0.00015254214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018309323,0.00011157396,0.00033034157,0.00013698747,0.00004486628,0.0000045874876,0.00004435189,0.000078987745,0.00020817551],"category_scores_gemma":[0.000129543,0.000080886544,0.00009806785,0.00011886881,0.000052133484,0.000041652667,0.000012541397,0.000052647345,0.000013501761],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006603896,0.0019031838,0.07199006,0.0019551753,0.0023255988,0.000050266208,0.0026305835,0.000033567325,0.051180035,0.008849384,0.00077799754,0.85170025],"study_design_scores_gemma":[0.021776678,0.009323282,0.13814248,0.000111343405,0.001793377,0.00011496066,0.0050286152,0.006015371,0.8155664,0.00003239241,0.0019132708,0.00018180576],"about_ca_topic_score_codex":0.00019722317,"about_ca_topic_score_gemma":0.000052866468,"teacher_disagreement_score":0.85151845,"about_ca_system_score_codex":0.0005707415,"about_ca_system_score_gemma":0.00019608464,"threshold_uncertainty_score":0.32984576},"labels":[],"label_agreement":null},{"id":"W1504190118","doi":"10.1159/000093141","title":"History and Questionnaires","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; History","score_opus":0.024618146498879303,"score_gpt":0.2627172990900291,"score_spread":0.2380991525911498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1504190118","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007364542,0.005498179,0.00008601168,0.0003528611,0.00016541076,0.00023408902,0.0000039262286,0.00007577913,0.9935101],"genre_scores_gemma":[0.0044856537,0.00008397727,0.00048537063,0.00014969918,0.00029331204,0.0000040710465,0.000032401123,0.00004728326,0.9944182],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991709,0.0000052918385,0.0001373962,0.00025754946,0.00030384294,0.00012503333],"domain_scores_gemma":[0.9994812,0.000033235312,0.00003847703,0.00022288982,0.00011575049,0.00010847309],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000061119936,0.00015911969,0.00024311642,0.00018137117,0.000018370916,0.000004598956,0.00003549445,0.00021050195,0.0036695788],"category_scores_gemma":[0.000029551267,0.00013572302,0.00005837385,0.0000051040533,0.00026963546,0.000023904311,0.00004974195,0.0003182822,0.0002008805],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010601103,0.00003719927,0.001131921,0.00042282444,0.0002212129,0.00042703171,0.000037357564,8.041268e-8,0.00035533245,0.57571113,0.34196848,0.07958138],"study_design_scores_gemma":[0.00043819475,0.00011667368,0.0046824436,0.00012200927,0.00008967612,0.000095956675,0.0000018444617,0.000024163033,0.000033683413,0.0040596104,0.9901747,0.0001610245],"about_ca_topic_score_codex":0.00009470592,"about_ca_topic_score_gemma":0.000022875929,"teacher_disagreement_score":0.64820623,"about_ca_system_score_codex":0.00051465153,"about_ca_system_score_gemma":0.00006254417,"threshold_uncertainty_score":0.9972412},"labels":[],"label_agreement":null},{"id":"W1506072400","doi":"10.1016/s1567-424x(09)70182-5","title":"Chapter 51 Excessive sleepiness: clinical aspects","year":2000,"lang":"en","type":"review","venue":"Supplements to Clinical neurophysiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Psychology; Medicine","score_opus":0.17598119974335227,"score_gpt":0.5140143365358253,"score_spread":0.33803313679247304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1506072400","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026074713,0.9599382,0.00005112155,0.002502034,0.011032921,0.013789537,0.0017310644,0.00046285038,0.007884777],"genre_scores_gemma":[0.00045529517,0.9882945,0.0005948851,0.003157892,0.0050129606,0.00033458378,0.0009860982,0.0003142911,0.00084949064],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9873271,0.0024256858,0.004859723,0.0030041146,0.0008579613,0.0015254302],"domain_scores_gemma":[0.99211055,0.0027983238,0.0008384643,0.0023691242,0.00035427065,0.0015292552],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008915521,0.0011660861,0.0071134265,0.00058411295,0.000156846,0.000044501972,0.0012743204,0.0011762732,0.014129623],"category_scores_gemma":[0.00267522,0.0008964816,0.0027524137,0.00070865743,0.00091548753,0.00009406686,0.0012937998,0.0036294782,0.013645972],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005310583,0.0009870412,0.00020375095,0.0021167214,0.0010429898,0.0012065017,0.000005784792,2.4186116e-7,0.0000030676642,0.00020254258,0.002559305,0.991141],"study_design_scores_gemma":[0.002381334,0.0051197815,0.0022141987,0.0015317282,0.0014187666,0.0001084507,0.00000402691,0.0000060888347,8.7265084e-7,0.00017337155,0.98638105,0.0006602977],"about_ca_topic_score_codex":0.00001732494,"about_ca_topic_score_gemma":0.000004452036,"teacher_disagreement_score":0.9904807,"about_ca_system_score_codex":0.00011593812,"about_ca_system_score_gemma":0.00036869638,"threshold_uncertainty_score":0.9993486},"labels":[],"label_agreement":null},{"id":"W1507879318","doi":"10.1111/j.1365-2869.2011.00931.x","title":"Phenotyping interindividual variability in obstructive sleep apnoea response to temazepam using ventilatory chemoreflexes during wakefulness","year":2011,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Temazepam; Anesthesia; Medicine; Placebo; Wakefulness; Polysomnography; Periodic breathing; Internal medicine; Apnea; Electroencephalography; Benzodiazepine; Psychiatry","score_opus":0.12149539070785861,"score_gpt":0.39241668863968965,"score_spread":0.27092129793183106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1507879318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965581,0.00011619614,0.0008993787,0.00023492477,0.00040693383,0.00088123477,0.000009288734,0.000021543012,0.00087234145],"genre_scores_gemma":[0.99180365,0.000004468665,0.0076215346,0.000021614032,0.00039447632,0.000028815783,9.274371e-7,0.000079838814,0.000044699693],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99244213,0.0018181775,0.0012926004,0.0006264871,0.0025238176,0.0012967901],"domain_scores_gemma":[0.9951334,0.00084072596,0.00031546658,0.00075345265,0.0021392284,0.0008177341],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.016726663,0.0003244539,0.0008855808,0.0028746037,0.00026371007,0.00008149347,0.00080518675,0.00025442464,0.0006129268],"category_scores_gemma":[0.0059417468,0.000293326,0.000274718,0.0020637366,0.00057552947,0.0006209628,0.0008299988,0.0026540542,0.000046911275],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.059091642,0.0015565237,0.25220785,0.00070605625,0.0007520431,0.0030944236,0.015207914,0.00012311513,0.631768,0.00015333973,0.000010684462,0.03532842],"study_design_scores_gemma":[0.0034972602,0.0008656768,0.76846045,0.00057993026,0.00006958265,0.000883087,0.0049605113,0.0009098365,0.21867801,0.00074670085,0.00005772805,0.00029124107],"about_ca_topic_score_codex":0.000104856445,"about_ca_topic_score_gemma":0.000014162027,"teacher_disagreement_score":0.5162526,"about_ca_system_score_codex":0.0025944721,"about_ca_system_score_gemma":0.00039713227,"threshold_uncertainty_score":0.9999519},"labels":[],"label_agreement":null},{"id":"W1512650963","doi":"10.1111/resp.12193","title":"Acute haemodynamic effects of continuous positive airway pressure in awake patients with heart failure","year":2013,"lang":"en","type":"article","venue":"Respirology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Continuous positive airway pressure; Atrial fibrillation; Cardiology; Heart failure; Hemodynamics; Internal medicine; Heart rate; Sinus rhythm; Anesthesia; Blood pressure; Positive airway pressure; Cardiac output; Obstructive sleep apnea","score_opus":0.00228646359526778,"score_gpt":0.2313388566991443,"score_spread":0.22905239310387654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1512650963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99592435,0.00010484689,0.0000710081,0.001472702,0.000058127705,0.0019502004,0.000020127925,0.000023688062,0.00037493435],"genre_scores_gemma":[0.99879146,0.0000017746393,0.0005665344,0.00024403656,0.000029127807,0.00011601984,0.00003106061,0.000032511824,0.00018749629],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836195,0.00022664861,0.00024697676,0.0003593293,0.00033115598,0.0004739556],"domain_scores_gemma":[0.99881303,0.00026317066,0.00009102302,0.00035815878,0.00033924237,0.00013539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009036679,0.00018095403,0.0005806264,0.00027511182,0.000026486674,0.00000685884,0.00012428638,0.00020894088,0.00014145345],"category_scores_gemma":[0.00015800192,0.0001363633,0.000061022787,0.00024905428,0.00028966827,0.0001003669,0.00009322939,0.0004033421,0.00006777524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004993745,0.00039063586,0.9565998,0.00016931456,0.0003131146,0.00005990754,0.00015141656,0.000009819217,0.039166212,0.00007889523,0.00027439365,0.002287141],"study_design_scores_gemma":[0.006161038,0.0024433294,0.9808616,0.00007351699,0.00012044197,0.000022909013,0.000021567384,0.00027385165,0.009524747,0.000058217243,0.0003254712,0.00011329771],"about_ca_topic_score_codex":0.00019808949,"about_ca_topic_score_gemma":0.00005250558,"teacher_disagreement_score":0.029641464,"about_ca_system_score_codex":0.000055647644,"about_ca_system_score_gemma":0.00003954174,"threshold_uncertainty_score":0.5560734},"labels":[],"label_agreement":null},{"id":"W1514193533","doi":"10.1113/jphysiol.2014.273284","title":"Rebuttal from Magdy Younes","year":2014,"lang":"en","type":"letter","venue":"The Journal of Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Airway; Cardiology; Internal medicine; Anesthesia","score_opus":0.028321821475350315,"score_gpt":0.3049076597498762,"score_spread":0.2765858382745259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514193533","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28434455,0.0008411396,0.000095037016,0.7119111,0.0014978771,0.00023783975,0.00003059339,0.000013813759,0.0010280574],"genre_scores_gemma":[0.3148914,0.00023714687,0.00046422225,0.62496144,0.05751276,0.0000039821443,0.00014898331,0.00013668499,0.0016434091],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976879,0.00071056426,0.000488662,0.0001687634,0.00056644145,0.00037771268],"domain_scores_gemma":[0.99748623,0.00083885493,0.0006159339,0.0005646011,0.00042022936,0.000074157826],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047742017,0.00023564047,0.0008600595,0.00017388392,0.000060190396,0.000009003183,0.0005872444,0.0004910721,0.0010957847],"category_scores_gemma":[0.0002341791,0.00012665484,0.0003029159,0.00009187171,0.00043450072,0.00004240595,0.00012526324,0.0039573507,0.00025807237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005935554,0.000031162534,0.00008183394,0.0000697422,0.00069566525,0.00026736353,0.00013208446,0.0000018942546,0.22938183,0.0000059562776,0.76778173,0.00095716666],"study_design_scores_gemma":[0.0027673156,0.0020899796,0.023125129,0.00021894614,0.0012198264,0.002456472,0.00014672789,0.00006226741,0.0076064696,0.0070871743,0.9529087,0.0003109847],"about_ca_topic_score_codex":0.00007726316,"about_ca_topic_score_gemma":0.0000015357625,"teacher_disagreement_score":0.22177537,"about_ca_system_score_codex":0.00009677558,"about_ca_system_score_gemma":0.00008403794,"threshold_uncertainty_score":0.9998174},"labels":[],"label_agreement":null},{"id":"W1514616841","doi":"10.1155/2006/627096","title":"Canadian Thoracic Society Guidelines: Diagnosis and Treatment of Sleep Disordered Breathing in Adults","year":2006,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Stornoway Diamond (Canada); Vancouver Coastal Health","funders":"","keywords":"Medicine; Randomized controlled trial; Cohort; Sleep disordered breathing; Family medicine; Gerontology; Demography; Surgery; Internal medicine; Obstructive sleep apnea","score_opus":0.04029176906536469,"score_gpt":0.327926148310143,"score_spread":0.2876343792447783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514616841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896045,0.0062536886,0.000013028479,0.0025939362,0.00009762182,0.00042286093,0.00008841493,0.000007010918,0.0009189777],"genre_scores_gemma":[0.9979328,0.000275392,0.0007147692,0.0005854731,0.00034707368,0.000032608714,0.000010774297,0.000037901646,0.00006320349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801636,0.00010239887,0.0005824033,0.00027826824,0.00031107897,0.00070946495],"domain_scores_gemma":[0.99774456,0.000061555635,0.0001141782,0.00023955602,0.00040922017,0.0014309066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040582079,0.00021240799,0.00038219328,0.0007921075,0.00023311467,0.000052320294,0.00011290213,0.00017200186,0.00020949672],"category_scores_gemma":[0.00016350385,0.00019144699,0.00015383675,0.00041887697,0.00013242642,0.0001332687,0.000010759331,0.000313884,0.0000060190932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050187664,0.00005490655,0.85325646,0.00004744317,0.0000695354,0.0009373533,0.0005217734,0.000034163317,0.00013634228,0.00003910849,0.00088083383,0.14397189],"study_design_scores_gemma":[0.005328781,0.000908745,0.93139887,0.00053459074,0.00010459788,0.0005621523,0.0023952718,0.0012006218,0.00081047066,0.00020873125,0.056142274,0.00040488958],"about_ca_topic_score_codex":0.83553296,"about_ca_topic_score_gemma":0.9795453,"teacher_disagreement_score":0.14401232,"about_ca_system_score_codex":0.003274135,"about_ca_system_score_gemma":0.0020043077,"threshold_uncertainty_score":0.8561749},"labels":[],"label_agreement":null},{"id":"W1514926919","doi":"10.1002/lary.25392","title":"<scp>P</scp>ang‐<scp>R</scp>otenberg sign—snoring surgery prognosticator: A prospective clinical trial of 153 patients","year":2015,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Visual analogue scale; Nose; Prospective cohort study; Surgery; Body mass index; Obstructive sleep apnea; Anesthesia; Internal medicine","score_opus":0.07774504620590547,"score_gpt":0.3538332509784026,"score_spread":0.2760882047724972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514926919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97943676,0.00046325964,0.00007256136,0.00019508248,0.0013716269,0.0040495265,0.000049411858,0.00015058396,0.014211187],"genre_scores_gemma":[0.99623966,0.0000597188,0.00045882285,0.0001692059,0.0013382421,0.00028930325,0.000052248935,0.000121535675,0.0012712819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99408334,0.00089700153,0.0013016999,0.00081470277,0.0018448046,0.0010584634],"domain_scores_gemma":[0.9884645,0.007875553,0.0005459102,0.0011520499,0.0012207264,0.0007412988],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003932786,0.00044380347,0.0012778451,0.00029681428,0.0001602868,0.00006461544,0.0005761104,0.00033063034,0.000024617375],"category_scores_gemma":[0.042083185,0.0003119106,0.00046691587,0.0009869536,0.00077524903,0.0002711575,0.0005641558,0.0011118256,0.00040852514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046485234,0.0034616494,0.9610196,0.00020979621,0.00091489905,0.00008869061,0.0022976801,0.0000029271455,0.00054403546,0.0003425493,0.019919747,0.006549951],"study_design_scores_gemma":[0.09567864,0.010069813,0.8377488,0.000524573,0.0010625722,0.00004853156,0.0032536695,0.0003728689,0.020741044,0.0016055874,0.028618827,0.00027503693],"about_ca_topic_score_codex":0.00010408943,"about_ca_topic_score_gemma":0.000011042024,"teacher_disagreement_score":0.12327071,"about_ca_system_score_codex":0.0002600729,"about_ca_system_score_gemma":0.00055132486,"threshold_uncertainty_score":0.9999333},"labels":[],"label_agreement":null},{"id":"W1516787272","doi":"10.1093/sleep/32.2.247","title":"Expenditure on Health Care in Obese Women with and without Sleep Apnea","year":2009,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"National Heart, Lung, and Blood Institute; Sanofi; National Institutes of Health; Pfizer","keywords":"Medicine; Obesity; Obstructive sleep apnea; Body mass index; Sleep apnea; Population; Internal medicine; Pediatrics; Physical therapy","score_opus":0.01083655136002834,"score_gpt":0.3022873336399266,"score_spread":0.2914507822798983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1516787272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98872566,0.0011352831,0.000062010564,0.0037482635,0.000059072347,0.0008287461,0.000009597773,0.000062736515,0.0053686304],"genre_scores_gemma":[0.99734044,0.000021549498,0.0006862927,0.0016248227,0.00013142677,0.00004661957,0.000021600876,0.000030636384,0.00009663198],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99806553,0.00008503958,0.00020414784,0.00046216475,0.00052731176,0.0006557849],"domain_scores_gemma":[0.9990369,0.00002170805,0.000058607293,0.0004052791,0.0000709691,0.00040653915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018660165,0.00022100206,0.00040775698,0.00027811545,0.000084313375,0.000026947779,0.0001033961,0.000092818824,0.000099361874],"category_scores_gemma":[0.000042947806,0.00016651975,0.00002412689,0.00028518724,0.00009842011,0.000092029164,0.000034188954,0.0005067549,0.000034708748],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006781403,0.00067306985,0.20909981,0.00033952133,0.00011213287,0.00034879523,0.028353376,0.000059392583,0.0009786612,0.0006764875,0.00021866451,0.7523587],"study_design_scores_gemma":[0.018355988,0.017597023,0.929664,0.00031994923,0.00003530956,0.00021751264,0.024298513,0.0010147608,0.0018572405,0.00031433342,0.0056660697,0.0006593115],"about_ca_topic_score_codex":0.00004588576,"about_ca_topic_score_gemma":0.0001230688,"teacher_disagreement_score":0.7516994,"about_ca_system_score_codex":0.0005490741,"about_ca_system_score_gemma":0.000048549868,"threshold_uncertainty_score":0.6790478},"labels":[],"label_agreement":null},{"id":"W1520226516","doi":"10.1186/s13256-015-0596-6","title":"Sleep apnea and severe bradyarrhythmia – an alternative treatment option: a case report","year":2015,"lang":"en","type":"article","venue":"Journal of Medical Case Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"King Faisal Specialist Hospital and Research Centre","keywords":"Medicine; Continuous positive airway pressure; Presyncope; Sleep apnea; Anesthesia; Airway; Positive airway pressure; Apnea; Cardiology; Obstructive sleep apnea; Internal medicine; Heart rate; Blood pressure","score_opus":0.05284714990060993,"score_gpt":0.3716669787817413,"score_spread":0.31881982888113136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520226516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99258864,0.0008663819,0.0016215337,0.0030840852,0.0007868685,0.00032259815,0.0000038398625,0.000020375059,0.00070566183],"genre_scores_gemma":[0.9957356,0.000035126515,0.001979444,0.0001017695,0.001960979,0.000008446585,0.000007700862,0.000030480063,0.0001404641],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.995295,0.00021047003,0.0012310287,0.0003743315,0.0025623317,0.000326871],"domain_scores_gemma":[0.99466157,0.00014696231,0.0008529126,0.00046352085,0.0010248314,0.002850176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003093991,0.00023368029,0.00066679413,0.0002606223,0.00009275034,0.00005005428,0.000046439505,0.00022226029,0.00024063331],"category_scores_gemma":[0.0032803002,0.00015997788,0.00016199308,0.00019537228,0.00026136605,0.00032905268,0.00008762906,0.00063772575,0.0000032444905],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003331936,0.0003510799,0.0037575713,0.000031176398,0.00031641257,0.9007148,0.0007360046,0.00001086917,0.000022446196,0.000023319493,0.00012023497,0.09358286],"study_design_scores_gemma":[0.0032771656,0.0026718383,0.00038978565,0.00006741386,0.00029309842,0.9848486,0.0017703504,0.0031577353,0.00026254114,0.00024343985,0.0028756026,0.00014243818],"about_ca_topic_score_codex":0.00042680211,"about_ca_topic_score_gemma":0.00006984182,"teacher_disagreement_score":0.09344043,"about_ca_system_score_codex":0.00055122626,"about_ca_system_score_gemma":0.0006380047,"threshold_uncertainty_score":0.65237087},"labels":[],"label_agreement":null},{"id":"W1520388755","doi":"10.1113/jphysiol.2012.245159","title":"Role of nocturnal rostral fluid shift in the pathogenesis of obstructive and central sleep apnoea","year":2012,"lang":"en","type":"review","venue":"The Journal of Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":337,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pathogenesis; Hypocapnia; Hyperventilation; Population; Heart failure; Sleep (system call); Hypoxia (environmental); Interstitial fluid; Anesthesia; Cardiology; Internal medicine; Respiratory system; Hypercapnia","score_opus":0.03306902059849059,"score_gpt":0.32263736363698214,"score_spread":0.28956834303849155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520388755","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22558212,0.77365667,0.0000051859483,0.000054420372,0.00016045342,0.0004409481,0.000047726753,0.0000012660854,0.000051213818],"genre_scores_gemma":[0.47457767,0.52482873,0.00007274751,0.000012948086,0.00047195365,0.0000039359925,0.00000604075,0.000024326533,0.0000016882119],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9962628,0.0014877907,0.0011203318,0.00014999472,0.0004913614,0.0004877289],"domain_scores_gemma":[0.9970413,0.00089677627,0.0013200049,0.00039221745,0.00021827736,0.0001314291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010556068,0.00031016296,0.002066253,0.00029723282,0.000043340227,0.0000044033277,0.0006098588,0.0002544399,0.00008814664],"category_scores_gemma":[0.00017181067,0.0001441762,0.00051070313,0.00032959558,0.0007058175,0.00008422424,0.00014601239,0.0011742001,0.0000022171555],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014466856,0.00046995239,0.0008166867,0.007090459,0.0017839031,0.000029353778,0.0043662847,0.000011208111,0.14187533,0.0005633898,0.000009767182,0.841537],"study_design_scores_gemma":[0.0032772126,0.0028925445,0.9460998,0.0043915063,0.008724733,0.0055676065,0.003372786,0.000028935145,0.0021807638,0.0030259625,0.019927075,0.00051104516],"about_ca_topic_score_codex":0.000034366458,"about_ca_topic_score_gemma":0.000006048693,"teacher_disagreement_score":0.9452831,"about_ca_system_score_codex":0.00009453305,"about_ca_system_score_gemma":0.00016591586,"threshold_uncertainty_score":0.5879335},"labels":[],"label_agreement":null},{"id":"W1521879664","doi":"10.1007/s12630-010-9280-x","title":"A systematic review of screening questionnaires for obstructive sleep apnea","year":2010,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":581,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"University of Toronto","keywords":"Medicine; Obstructive sleep apnea; Guideline; Confidence interval; Polysomnography; Meta-analysis; MEDLINE; Physical therapy; CINAHL; Sleep apnea; Body mass index; Internal medicine; Systematic review; Gold standard (test); Pediatrics; Apnea; Psychological intervention; Psychiatry; Pathology","score_opus":0.024937526857779887,"score_gpt":0.2991205901309553,"score_spread":0.27418306327317543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1521879664","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018948865,0.99472785,0.00019085091,0.00081827777,0.00059576554,0.0032873757,0.00006868321,0.000010408699,0.00011128222],"genre_scores_gemma":[0.0003801725,0.9937166,0.0036716494,0.00009086965,0.001473926,0.00010757481,0.00005613204,0.00029950557,0.00020356978],"study_design_codex":"systematic_review","study_design_gemma":"case_report","domain_scores_codex":[0.99153835,0.0007633197,0.004379631,0.0005033585,0.0013826736,0.0014326551],"domain_scores_gemma":[0.98325723,0.0008571674,0.0057281167,0.00085315073,0.0049389424,0.0043653757],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0048172507,0.0010173571,0.0077073495,0.0029433235,0.00047385893,0.00018933648,0.0014793256,0.0008808643,0.0001651422],"category_scores_gemma":[0.0072529097,0.0007830662,0.003115192,0.0012137354,0.0006464707,0.00041121306,0.00002339013,0.0035461658,0.000010930778],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005480086,0.00003330465,0.000020992855,0.7260854,0.0014761571,0.13896887,0.00019255333,0.0000010879752,6.25217e-7,0.0002308939,0.000366209,0.13256907],"study_design_scores_gemma":[0.00044459748,0.0006636434,0.000011154789,0.3984139,0.006220012,0.5468181,0.00012162078,0.0000067094966,0.0000017595471,0.00004787358,0.04690055,0.0003501447],"about_ca_topic_score_codex":0.0012223067,"about_ca_topic_score_gemma":0.001627571,"teacher_disagreement_score":0.40784916,"about_ca_system_score_codex":0.0018398436,"about_ca_system_score_gemma":0.011095854,"threshold_uncertainty_score":0.999462},"labels":[],"label_agreement":null},{"id":"W152319107","doi":"10.1093/sleep/30.6.711","title":"Relationship Between Hours of CPAP Use and Achieving Normal Levels of Sleepiness and Daily Functioning","year":2007,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1055,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"National Heart, Lung, and Blood Institute; Hennepin County Medical Center; University of Pennsylvania; Sanofi; Jazz Pharmaceuticals; Pfizer","keywords":"Epworth Sleepiness Scale; Medicine; Continuous positive airway pressure; Excessive daytime sleepiness; Obstructive sleep apnea; Alertness; Physical therapy; Multiple Sleep Latency Test; Anesthesia; Apnea; Polysomnography; Sleep disorder; Insomnia; Psychiatry","score_opus":0.07214494552274561,"score_gpt":0.32398749283075434,"score_spread":0.2518425473080087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W152319107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992113,0.00024740366,0.0066997437,0.000090802634,0.00005499903,0.00021878458,0.00002197976,0.000017724084,0.0005355563],"genre_scores_gemma":[0.99738413,0.0000024632766,0.0024099695,0.000011618,0.00010112292,0.0000017683042,0.000013079602,0.0000190882,0.000056751152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883646,0.000051538915,0.00033924816,0.00019787248,0.0003346297,0.00024024863],"domain_scores_gemma":[0.998705,0.0006051557,0.00013073998,0.00020005462,0.00021453705,0.00014449448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007526233,0.000106168234,0.00026979385,0.0002774243,0.000085004445,0.000013787689,0.000048647144,0.00009568295,0.000031122614],"category_scores_gemma":[0.0009816537,0.000101525875,0.00003817602,0.00030865014,0.00024015014,0.00027319216,0.00009182416,0.00025327897,0.0000017803802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001224983,0.000023100562,0.9702877,0.00014032643,0.00005453108,0.000005428817,0.00032122544,0.000004853558,0.006187521,0.00032150108,0.0000025604143,0.02252879],"study_design_scores_gemma":[0.0012390452,0.00016492978,0.99227625,0.00006041218,0.000118659606,0.000017225695,0.0003311316,0.00005970107,0.0055835303,0.00005234321,0.000018032419,0.00007875836],"about_ca_topic_score_codex":0.00006348639,"about_ca_topic_score_gemma":0.000014374563,"teacher_disagreement_score":0.022450032,"about_ca_system_score_codex":0.00003446896,"about_ca_system_score_gemma":0.000014300918,"threshold_uncertainty_score":0.4140105},"labels":[],"label_agreement":null},{"id":"W1528887840","doi":"10.1002/alr.21123","title":"The association between allergic rhinitis and sleep‐disordered breathing in children: a systematic review","year":2013,"lang":"en","type":"review","venue":"International Forum of Allergy & Rhinology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polysomnogram; Obstructive sleep apnea; MEDLINE; Sleep disordered breathing; Evidence-based medicine; Systematic review; Breathing; Cochrane Library; Polysomnography; Pediatrics; Meta-analysis; Physical therapy; Internal medicine; Apnea; Alternative medicine; Psychiatry; Pathology","score_opus":0.021963400567989302,"score_gpt":0.32391949291074584,"score_spread":0.30195609234275655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528887840","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022342768,0.99233574,0.000010211755,0.002773588,0.00025595765,0.0032073313,0.000065135406,0.000027647215,0.0011009389],"genre_scores_gemma":[0.00079957576,0.9974374,0.000089097164,0.00011107462,0.0001085704,0.0005520457,0.00035993126,0.000050719536,0.0004915857],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9957805,0.0005975807,0.0017532427,0.00050659425,0.0008417393,0.00052030996],"domain_scores_gemma":[0.99624425,0.0013424337,0.0013859674,0.000488356,0.0004377689,0.00010122283],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00091821066,0.00041898727,0.0027791134,0.0005014694,0.00009222471,0.000049143277,0.0007392802,0.0005021932,0.00012408619],"category_scores_gemma":[0.0020377105,0.00028528107,0.00046775176,0.00027724123,0.00016381523,0.00013651495,0.00042001685,0.000908239,0.00009372055],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025502497,0.00019076295,0.0063228137,0.38406056,0.028201874,0.00004518446,0.00012915513,4.624156e-7,8.387985e-7,0.0074429265,0.0007196882,0.57286024],"study_design_scores_gemma":[0.0033114692,0.00056896673,0.0062805945,0.59388995,0.0049964064,0.0018321599,0.00016666822,0.00011306678,0.0000025275422,0.0014513693,0.3863639,0.0010228897],"about_ca_topic_score_codex":0.00022944041,"about_ca_topic_score_gemma":0.00008280345,"teacher_disagreement_score":0.57183737,"about_ca_system_score_codex":0.00064776686,"about_ca_system_score_gemma":0.00012016253,"threshold_uncertainty_score":0.99995995},"labels":[],"label_agreement":null},{"id":"W1530653928","doi":"10.5772/22999","title":"Extraction of Airway in Computed Tomography","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Tokyo Medical and Dental University; Ministry of Education, Culture, Sports, Science and Technology; University of Alberta","keywords":"Hounsfield scale; Computed tomography; Tomography; Soft tissue; Medicine; Airway; Nuclear medicine; Radiology; Medical imaging; Surgery","score_opus":0.030900352888458958,"score_gpt":0.30487096357991333,"score_spread":0.2739706106914544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1530653928","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005581669,0.0008128817,0.0011358438,0.000050886203,0.00035919272,0.0010057874,0.000027612557,0.00008847847,0.99093765],"genre_scores_gemma":[0.91770893,0.0000135919245,0.00083616644,0.000034051136,0.00024884258,0.00002127342,0.000031154857,0.00008680737,0.081019156],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99838877,0.0000225826,0.00047259027,0.00030026867,0.00052341423,0.00029237382],"domain_scores_gemma":[0.99881214,0.000107462314,0.00020426416,0.0004597923,0.000279456,0.00013688204],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024353103,0.00026619475,0.0005623961,0.0011161391,0.000017421155,0.000006338237,0.00014682929,0.00048271415,0.0006198879],"category_scores_gemma":[0.00003207861,0.0002543564,0.00024797523,0.000042193828,0.0002899929,0.000033827902,0.00010332366,0.0010998009,0.00009029017],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007468071,0.00020141258,0.0019776816,0.0008279293,0.0006465831,0.00024926278,0.00043979668,1.356938e-7,0.36743286,0.019558914,0.00013041562,0.6077882],"study_design_scores_gemma":[0.0035520094,0.0011610606,0.007792836,0.0029622158,0.00039160534,0.00040604224,0.00011107172,0.000046936962,0.8147308,0.011294197,0.15661931,0.000931863],"about_ca_topic_score_codex":0.000048269976,"about_ca_topic_score_gemma":0.000028349343,"teacher_disagreement_score":0.9121273,"about_ca_system_score_codex":0.00017825334,"about_ca_system_score_gemma":0.000051065363,"threshold_uncertainty_score":0.9999909},"labels":[],"label_agreement":null},{"id":"W153443414","doi":"10.1007/978-0-387-73693-8_81","title":"Ventilatory and Blood Pressure Responses to Isocapnic Hypoxia in OSA Patients","year":2007,"lang":"en","type":"article","venue":"Advances in experimental medicine and biology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Hypoxia (environmental); Obstructive sleep apnea; Continuous positive airway pressure; Blood pressure; Intermittent hypoxia; Cardiology; Anesthesia; Sleep apnea; Population; Apnea; Airway; Internal medicine; Oxygen","score_opus":0.023292301941411284,"score_gpt":0.3827909550576765,"score_spread":0.3594986531162652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W153443414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94508755,0.053187586,0.0000064242977,0.0002609576,0.0001790912,0.0004396421,0.0000032940427,0.000010513428,0.0008249685],"genre_scores_gemma":[0.99842054,0.0005707557,0.0003460293,0.00048343636,0.000094115414,0.000026067893,0.000009902272,0.000010496782,0.000038652903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988313,0.000058450478,0.000288004,0.00036314718,0.00012248063,0.00033663955],"domain_scores_gemma":[0.99945056,0.0001863961,0.000039591516,0.00013225742,0.000030603835,0.00016058597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033245713,0.00014020345,0.00031677567,0.0003551474,0.000029488072,0.0000019750214,0.000061085484,0.00009332108,0.000047980488],"category_scores_gemma":[0.00023763043,0.000106800966,0.000013731782,0.0002194251,0.0004332469,0.000087299,0.00011023765,0.000187065,0.0000022677698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001598647,0.0002785362,0.8381817,0.00003835493,0.0000239669,0.00005317271,0.0010170768,7.7941166e-8,0.14093767,0.00017674324,0.000008728312,0.017685363],"study_design_scores_gemma":[0.007503646,0.0052133077,0.9167283,0.00017394916,0.000038602026,0.000051874165,0.0034320443,0.0000063028115,0.057730008,0.00018336767,0.008766779,0.00017180154],"about_ca_topic_score_codex":0.00005256523,"about_ca_topic_score_gemma":0.000058261423,"teacher_disagreement_score":0.08320767,"about_ca_system_score_codex":0.000029946503,"about_ca_system_score_gemma":0.000008947782,"threshold_uncertainty_score":0.4355217},"labels":[],"label_agreement":null},{"id":"W1534667561","doi":"10.2147/ijgm.s35566","title":"Effects of laparoscopic adjustable gastric banding on sleep and metabolism: a 12-month follow-up study","year":2012,"lang":"en","type":"article","venue":"International Journal of General Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; National Institutes of Health; York University","keywords":"Medicine; Ghrelin; Weight loss; Leptin; Body mass index; Polysomnography; Obstructive sleep apnea; Sleep apnea; Apnea; Prospective cohort study; Obesity; Appetite; Internal medicine; Gastroenterology; Oxygen saturation; Anesthesia; Surgery; Hormone; Oxygen","score_opus":0.02253946747646953,"score_gpt":0.3284150329023422,"score_spread":0.3058755654258727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1534667561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99233496,0.00276572,0.00029023393,0.00072481623,0.0029203568,0.00037283043,0.0000029377686,0.0000063072794,0.00058180897],"genre_scores_gemma":[0.99607307,0.00013284883,0.0006076008,0.00018344964,0.0026296184,0.0000074683985,0.000003132353,0.000021515685,0.00034132486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973341,0.00014148299,0.00057762174,0.00014517599,0.0015127698,0.00028885264],"domain_scores_gemma":[0.9982637,0.00030390485,0.00036385542,0.00012681713,0.0006071832,0.00033451006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007952181,0.00017395246,0.0006182363,0.0007376414,0.000035389126,0.000010549391,0.00021364407,0.000050497467,0.00013909778],"category_scores_gemma":[0.0010370372,0.00011747505,0.00008940645,0.00020219097,0.000118540345,0.00021283748,0.00007947333,0.0003618121,0.0000033733488],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004877847,0.0026354983,0.60037524,0.00021058683,0.002984674,0.00060104055,0.0036152457,0.00003206236,0.34608087,0.0009771477,0.001418375,0.0361914],"study_design_scores_gemma":[0.03470318,0.0054362137,0.8978729,0.0005764418,0.00093042775,0.00073018816,0.0010135678,0.0003038538,0.057157584,0.000091488386,0.0010294784,0.00015463948],"about_ca_topic_score_codex":0.00008853254,"about_ca_topic_score_gemma":0.000005189952,"teacher_disagreement_score":0.2974977,"about_ca_system_score_codex":0.00015213451,"about_ca_system_score_gemma":0.000035951896,"threshold_uncertainty_score":0.47904935},"labels":[],"label_agreement":null},{"id":"W1542091737","doi":"10.1113/ep085005","title":"Mechanical effects of repetitive transcranial magnetic stimulation of upper airway muscles in awake obstructive sleep apnoea subjects","year":2015,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Transcranial magnetic stimulation; Genioglossus; Wakefulness; Anesthesia; Medicine; Stimulation; Airway; Electroencephalography; Internal medicine","score_opus":0.015430590621858463,"score_gpt":0.29786561304758596,"score_spread":0.2824350224257275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542091737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974077,0.00054817816,0.00006124093,0.000034760913,0.00030699046,0.0009539089,0.000010856812,0.000020508698,0.00065588136],"genre_scores_gemma":[0.9988945,0.0000037858022,0.00083187,0.000024096511,0.00010125422,0.0000696511,0.000030026597,0.000030687024,0.000014086416],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99811983,0.00029590836,0.00042264778,0.0004310828,0.00039804445,0.00033247293],"domain_scores_gemma":[0.9990217,0.00024351526,0.00011733512,0.000287679,0.00017465353,0.00015510201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013703092,0.00021048189,0.00062992034,0.00022662831,0.000019833917,0.0000022432478,0.00012584527,0.00018164265,0.0001788512],"category_scores_gemma":[0.00020457357,0.00019401517,0.000138911,0.00027615583,0.0004232157,0.00009987452,0.00008498667,0.0002461409,0.000013533205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018434518,0.00082994846,0.0024142137,0.000113900365,0.00005888722,0.000024341365,0.0025298395,0.000040324245,0.9890601,0.0012415171,0.000003645915,0.0018398329],"study_design_scores_gemma":[0.0055099456,0.0026810507,0.29418457,0.000052348314,0.000026907614,0.000010304789,0.0013849125,0.0005851351,0.6948718,0.0005806402,0.0000033068793,0.00010912465],"about_ca_topic_score_codex":0.00016777319,"about_ca_topic_score_gemma":0.000006899944,"teacher_disagreement_score":0.29418835,"about_ca_system_score_codex":0.00019614788,"about_ca_system_score_gemma":0.000053585663,"threshold_uncertainty_score":0.7911709},"labels":[],"label_agreement":null},{"id":"W1547239284","doi":"10.1007/bf03016594","title":"Asymptomatic lingual tonsillar hypertrophy and difficult airway management: a report of three cases","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Asymptomatic; Airway; Intubation; Laryngoscopy; Airway management; Surgery; Perioperative; Laryngeal mask airway; Anesthesia","score_opus":0.015766402112154403,"score_gpt":0.2480163334225867,"score_spread":0.23224993131043228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547239284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99280953,0.0021984265,0.00002603164,0.0030025498,0.00017982448,0.000313358,0.0000040495656,0.000009024931,0.0014571943],"genre_scores_gemma":[0.9974208,0.00018432045,0.0013509222,0.00006229,0.0004977995,0.000002741159,0.0000047386447,0.00006816273,0.00040821906],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9964152,0.000120219775,0.0012589251,0.0003009729,0.000946849,0.0009578087],"domain_scores_gemma":[0.9940932,0.0001368797,0.0008286282,0.00041093194,0.0014754441,0.003054915],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011432817,0.0003742739,0.0009381076,0.0015099697,0.00037738463,0.00013858176,0.00039361973,0.00019165898,0.00022167093],"category_scores_gemma":[0.000665142,0.00031367812,0.00029663977,0.00085364503,0.0005254635,0.00030216598,0.000021008336,0.00081549917,0.0000067225765],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022711484,0.000057538018,0.05892474,0.00013441854,0.00039436543,0.92639786,0.00045923743,0.000030871946,0.00013339946,0.00019524014,0.0003088186,0.012736417],"study_design_scores_gemma":[0.0015961888,0.0015534852,0.06895064,0.00040409112,0.00041543343,0.9220235,0.001074767,0.000058901685,0.00017800191,0.00015189582,0.003331438,0.00026171343],"about_ca_topic_score_codex":0.004713605,"about_ca_topic_score_gemma":0.008740345,"teacher_disagreement_score":0.012474704,"about_ca_system_score_codex":0.00070965145,"about_ca_system_score_gemma":0.0018491996,"threshold_uncertainty_score":0.9999315},"labels":[],"label_agreement":null},{"id":"W1559579325","doi":"10.1002/lary.24720","title":"Redefining the timing of surgery for obstructive sleep apnea in anatomically favorable patients","year":2014,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Epworth Sleepiness Scale; Septoplasty; Apnea–hypopnea index; Sleep apnea; Anesthesia; Surgery; Apnea; Polysomnography; Nose","score_opus":0.03402009079227068,"score_gpt":0.29183658956011005,"score_spread":0.25781649876783935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1559579325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930362,0.00009725416,0.0008445533,0.0011167171,0.00018246441,0.0008633779,0.0000150320475,0.000021483502,0.0038229318],"genre_scores_gemma":[0.9985197,0.0000052365576,0.00092494144,0.00026000343,0.000086158216,0.00007962026,0.000023146573,0.00003717866,0.00006399157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998233,0.00023927198,0.00041320565,0.00026791685,0.00040492186,0.00044168506],"domain_scores_gemma":[0.99705786,0.0019593537,0.00016633696,0.0004972076,0.00024845998,0.000070762675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014540914,0.00015421519,0.00043430465,0.00014813938,0.00014385178,0.000019523304,0.0002766319,0.00007958349,0.00005338591],"category_scores_gemma":[0.0019097991,0.00009008934,0.0001337957,0.000435358,0.00026157819,0.00009049789,0.0001435893,0.0003251119,0.000016517006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022965337,0.00048380104,0.794526,0.00046284177,0.0003926813,0.0000064381356,0.0030672678,0.00010365885,0.01055087,0.0054255156,0.0009482569,0.18173616],"study_design_scores_gemma":[0.0042516585,0.00046398008,0.9244995,0.00026388644,0.00016409499,0.000011441691,0.0010757992,0.040750317,0.022451077,0.0034661999,0.0022698313,0.0003321943],"about_ca_topic_score_codex":0.00012902652,"about_ca_topic_score_gemma":0.000019919838,"teacher_disagreement_score":0.18140395,"about_ca_system_score_codex":0.000088880864,"about_ca_system_score_gemma":0.00004406545,"threshold_uncertainty_score":0.36737368},"labels":[],"label_agreement":null},{"id":"W1565216286","doi":"10.1002/lary.24833","title":"The association between secondhand smoke and sleep‐disordered breathing in children: A systematic review","year":2014,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polysomnography; Medicine; Obstructive sleep apnea; Secondhand smoke; Sleep disordered breathing; Population; Sleep medicine; Physical therapy; Cochrane Library; Breathing; Pediatrics; Meta-analysis; Sleep disorder; Internal medicine; Apnea; Psychiatry; Environmental health; Insomnia","score_opus":0.02838372274532877,"score_gpt":0.34052838235801963,"score_spread":0.3121446596126909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565216286","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003265413,0.9896557,0.0000064584815,0.0006979232,0.00006907823,0.0085211005,0.00003896073,0.000035394904,0.00064888725],"genre_scores_gemma":[0.00038802944,0.9979169,0.000011827209,0.00022464224,0.00022384737,0.0005944725,0.00011609335,0.000084171355,0.00044004928],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9948225,0.002200502,0.001201051,0.0004669107,0.0007413339,0.00056771917],"domain_scores_gemma":[0.99559724,0.0022970897,0.00087570515,0.0009869699,0.00011907514,0.00012389409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058323704,0.00046949074,0.0036474878,0.0001532149,0.00030149566,0.00014304514,0.0005480936,0.0003204024,0.000030287232],"category_scores_gemma":[0.0025557936,0.00022690475,0.00036707692,0.000607036,0.00011181336,0.000077936005,0.00029373952,0.0013873983,0.000114558585],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003946675,0.000020228428,0.0022889497,0.8319283,0.0018192824,0.0000048515285,0.000081244914,1.24816e-8,7.803918e-8,0.0000600892,0.000107109314,0.1636859],"study_design_scores_gemma":[0.001215827,0.00017024322,0.0037980054,0.8959709,0.017682994,0.00028200293,0.00003232949,0.000018016372,5.9207304e-7,0.0000882015,0.08021396,0.0005269338],"about_ca_topic_score_codex":0.00009390992,"about_ca_topic_score_gemma":0.000028115712,"teacher_disagreement_score":0.16315897,"about_ca_system_score_codex":0.00045419228,"about_ca_system_score_gemma":0.00009568738,"threshold_uncertainty_score":0.92529076},"labels":[],"label_agreement":null},{"id":"W1565526581","doi":"10.1111/j.1749-4486.2011.02410.x","title":"The use of ice‐lollies for pain relief post‐paediatric tonsillectomy. A single‐blinded, randomised, controlled trial","year":2011,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tonsillectomy; Adenoidectomy; Pain score; Tertiary referral hospital; Referral; Pain scale; Randomized controlled trial; Prospective cohort study; Confidence interval; Surgery; Physical therapy; Retrospective cohort study; Internal medicine; Nursing","score_opus":0.1488472652719559,"score_gpt":0.3696425787071747,"score_spread":0.2207953134352188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565526581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789393,0.00086027704,0.0024637505,0.0017128281,0.0015998107,0.013591445,0.000025050256,0.000075881755,0.0007316806],"genre_scores_gemma":[0.98810476,0.00030919904,0.006722705,0.0014025967,0.0011735805,0.0015084165,0.000028202441,0.000082338775,0.0006681923],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99362516,0.0025749595,0.0021228006,0.0005816297,0.00039484922,0.000700585],"domain_scores_gemma":[0.9443069,0.05275165,0.00065773557,0.0008438173,0.0011207201,0.00031919335],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006568329,0.00028443316,0.0018137617,0.00025810892,0.0001994177,0.00002490629,0.0003829003,0.0005793551,0.00017998576],"category_scores_gemma":[0.12490921,0.0001750245,0.001276806,0.0003906899,0.0012417785,0.000105560444,0.00016156619,0.00072564033,0.000030444588],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97200125,0.0018329091,0.010157348,0.000056910078,0.00092100183,0.000044131422,0.00013957183,6.1299824e-7,0.0005402701,0.0007535608,0.00093289383,0.012619563],"study_design_scores_gemma":[0.9629396,0.017639842,0.007112984,0.000018991668,0.0007123455,0.000026699896,0.00011032316,0.0012701475,0.00032447124,0.00053564203,0.009099742,0.00020919512],"about_ca_topic_score_codex":0.000054261902,"about_ca_topic_score_gemma":0.00005441847,"teacher_disagreement_score":0.11834088,"about_ca_system_score_codex":0.000060825943,"about_ca_system_score_gemma":0.00027725683,"threshold_uncertainty_score":0.882462},"labels":[],"label_agreement":null},{"id":"W1565813559","doi":"10.1111/j.1440-1843.2010.01858.x","title":"The central motor conductivity of genioglossus in obstructive sleep apnoea","year":2010,"lang":"en","type":"article","venue":"Respirology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Université Laval; National Science Foundation","keywords":"Medicine; Genioglossus; Anesthesia; Transcranial magnetic stimulation; Expiration; Wakefulness; Dilator; Electromyography; Airway; Cardiology; Stimulation; Internal medicine; Physical medicine and rehabilitation; Respiratory system; Electroencephalography","score_opus":0.015251968103560287,"score_gpt":0.3024815726746023,"score_spread":0.287229604571042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565813559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947334,0.00015540388,0.00003111371,0.001558725,0.00067166594,0.00059257017,0.000016628206,0.0000197263,0.0022207606],"genre_scores_gemma":[0.99912894,0.000010103566,0.00039960988,0.00006166619,0.0002220656,0.000038714952,0.0000033337424,0.000020684101,0.000114900016],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9981646,0.00021506431,0.00033135395,0.00032995862,0.00031056206,0.0006484861],"domain_scores_gemma":[0.9984098,0.00056442554,0.00011193153,0.0005703272,0.00018310104,0.0001603992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004865694,0.0001458012,0.00036410484,0.00017737944,0.000080447,0.000007996122,0.0002496156,0.00023515105,0.00017948574],"category_scores_gemma":[0.001266612,0.00010349832,0.00010760616,0.00028152566,0.0010784194,0.00006293202,0.00013152689,0.0009019074,0.000023865996],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015107071,0.00014865279,0.30471167,0.000024561383,0.000102845705,0.00007565308,0.00021123645,0.0000025577356,0.6575488,0.007839177,0.000015837808,0.027808296],"study_design_scores_gemma":[0.0018976014,0.00043100235,0.9536425,0.0000029548817,0.000025519204,0.00012085995,0.00013815604,0.0003804644,0.03781308,0.0019284212,0.0035305496,0.000088913315],"about_ca_topic_score_codex":0.00022452963,"about_ca_topic_score_gemma":0.0005296127,"teacher_disagreement_score":0.6489308,"about_ca_system_score_codex":0.00008076799,"about_ca_system_score_gemma":0.00008191485,"threshold_uncertainty_score":0.4220539},"labels":[],"label_agreement":null},{"id":"W156747140","doi":"","title":"A mandibular advancement appliance reduces pain and rhythmic masticatory muscle activity in patients with morning headache.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Morning; Medicine; Orofacial pain; Visual analogue scale; Sleep Bruxism; Anesthesia; Masticatory force; Oral appliance; Physical therapy; Dentistry; Internal medicine; Electromyography; Sleep apnea; Physical medicine and rehabilitation","score_opus":0.02476968691910891,"score_gpt":0.229613430115231,"score_spread":0.20484374319612209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W156747140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966329,0.00011731378,0.00070728693,0.00009756957,0.000025494544,0.0016549366,0.0000043036243,0.000027016935,0.00073319214],"genre_scores_gemma":[0.99728805,0.000006263809,0.0010864466,0.000050832103,0.00002692105,0.0014495213,0.0000039799597,0.000023046838,0.00006494782],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986267,0.00009523381,0.00013166327,0.00035407022,0.00033562968,0.000456684],"domain_scores_gemma":[0.999433,0.000048108326,0.000058783044,0.00021672287,0.000051751627,0.00019167844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054158835,0.00013336352,0.00020976074,0.00012717913,0.000042759577,0.000009088169,0.000056669844,0.000043366796,0.000022299173],"category_scores_gemma":[0.0001297631,0.00011177028,0.000016671585,0.00018748672,0.00013729585,0.00013611831,0.00006209547,0.00021970453,0.0000038191843],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079510454,0.0002782371,0.4664535,0.00007916218,0.000033507255,0.000026552694,0.00018571211,0.0000010506841,0.00012411912,0.000014815724,0.0000043232944,0.53200394],"study_design_scores_gemma":[0.0023301563,0.00017718086,0.9951502,0.00003105417,0.000017427068,0.000001847156,0.000084606894,0.000113355694,0.0016965709,0.000025291409,0.00025623862,0.000116034316],"about_ca_topic_score_codex":0.000022568682,"about_ca_topic_score_gemma":0.0000069149855,"teacher_disagreement_score":0.5318879,"about_ca_system_score_codex":0.00017403606,"about_ca_system_score_gemma":0.00001486182,"threshold_uncertainty_score":0.45578596},"labels":[],"label_agreement":null},{"id":"W1572646626","doi":"10.1096/fasebj.22.1_supplement.960.3","title":"Effect of 4 days of intermittent hypoxia on oxidative stress in healthy men","year":2008,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Alberta Heritage Foundation for Medical Research","keywords":"Intermittent hypoxia; Oxidative stress; Internal medicine; Endocrinology; Hypoxia (environmental); Lipid peroxidation; Obstructive sleep apnea; Medicine; Reactive oxygen species; Chemistry; Oxygen; Biochemistry","score_opus":0.02597019444478036,"score_gpt":0.3238220868123884,"score_spread":0.297851892367608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572646626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967586,0.00012337307,0.0000335732,0.00045451918,0.00007699769,0.00034546555,0.000012930512,0.000003472502,0.002191082],"genre_scores_gemma":[0.99968255,0.00008054678,0.000046206977,0.00003488905,0.000086767875,0.0000044401045,0.000002129548,0.000012267751,0.000050209284],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99819237,0.00054627337,0.00035227044,0.00010558517,0.00056766794,0.00023581865],"domain_scores_gemma":[0.9988418,0.00048010855,0.0002037954,0.00023221532,0.00012080736,0.000121279474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010113369,0.00010666406,0.00035689096,0.0002344827,0.00006291859,0.000003181208,0.00019605072,0.000039236063,0.00011405514],"category_scores_gemma":[0.00031314068,0.0000597175,0.00010371214,0.00020736815,0.00025633842,0.000045724726,0.00005801244,0.00064495543,0.000010221666],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020552952,0.00089466147,0.23899464,0.00033423095,0.00043995984,0.0006856074,0.0048260135,0.000108465836,0.67255247,0.00013667646,0.00031794547,0.060156368],"study_design_scores_gemma":[0.0042970623,0.00766412,0.14921293,0.00025564432,0.000034266046,0.00047462396,0.0005291609,0.00027465707,0.83717066,0.000030268606,0.000005699856,0.00005089813],"about_ca_topic_score_codex":0.000046311496,"about_ca_topic_score_gemma":0.0000039819274,"teacher_disagreement_score":0.1646182,"about_ca_system_score_codex":0.00015751246,"about_ca_system_score_gemma":0.00006487109,"threshold_uncertainty_score":0.28020462},"labels":[],"label_agreement":null},{"id":"W1574168628","doi":"10.1183/13993003/erj.38.suppl_55.p1743","title":"Effects of auto-servo ventilation on cardiovascular function in patients with congestive heart failure and sleep-disordered breathing – A multicenter randomised controlled trial","year":2011,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Ejection fraction; Heart failure; Cardiology; Polysomnography; Internal medicine; Ventilation (architecture); Actigraphy; Clinical endpoint; Cardiac function curve; Natriuretic peptide; Sleep disordered breathing; Randomized controlled trial; Apnea; Circadian rhythm; Obstructive sleep apnea","score_opus":0.012928461729497562,"score_gpt":0.22574854606016492,"score_spread":0.21282008433066735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1574168628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99527425,0.00039895816,0.00041128125,0.000012096966,0.00019431027,0.0033357372,0.000001303458,0.000016662216,0.00035543003],"genre_scores_gemma":[0.99948573,0.0000028074398,0.00022679377,0.00007074431,0.000135595,0.000025367479,0.0000020537602,0.000044429577,0.0000064632727],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9967544,0.0016055222,0.0004939024,0.0002782787,0.00062717777,0.00024068523],"domain_scores_gemma":[0.99882954,0.00017820373,0.00025492944,0.00021595362,0.0003492749,0.00017206994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016095821,0.00019720061,0.00064635114,0.000344726,0.000098884644,0.000028453034,0.00006797903,0.000054885048,0.00003752658],"category_scores_gemma":[0.00065894984,0.00014151489,0.0002449968,0.00014747374,0.000099826626,0.00018095551,0.000032659893,0.0005357026,0.000008858947],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.89383554,0.000775855,0.09569888,0.00009742239,0.0013284892,0.00024453175,0.00065875024,0.000052509506,0.0013517198,0.0000041585336,0.000013451412,0.005938708],"study_design_scores_gemma":[0.5106314,0.0030524167,0.48516226,0.00016413629,0.00031511454,0.0000071545437,0.000042853335,0.00006469324,0.00039168977,0.0000015421004,0.00009057288,0.00007619317],"about_ca_topic_score_codex":0.000003887056,"about_ca_topic_score_gemma":0.000001238039,"teacher_disagreement_score":0.38946337,"about_ca_system_score_codex":0.0000830813,"about_ca_system_score_gemma":0.00003442617,"threshold_uncertainty_score":0.57708097},"labels":[],"label_agreement":null},{"id":"W1580968390","doi":"10.1183/13993003/erj.44.suppl_58.p3271","title":"The role of sleep clinical record and nocturnal pulse oximetry in predicting childhood obstructive sleep apnea","year":2014,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polysomnography; Pulse oximetry; Gold standard (test); Obstructive sleep apnea; Nocturnal; Sleep apnea; Apnea; Predictive value; Pediatrics; Internal medicine; Anesthesia","score_opus":0.01834837717724542,"score_gpt":0.2954170696764774,"score_spread":0.277068692499232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1580968390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98143303,0.0016257057,0.0003188015,0.0001426036,0.00050545105,0.00028402804,0.0000043002196,0.000024324665,0.015661754],"genre_scores_gemma":[0.9971121,0.00004968512,0.00087032246,0.00023288347,0.0016380256,0.0000022241804,8.2656743e-7,0.000074748146,0.000019161525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941533,0.0026567571,0.0014023179,0.00043108835,0.0007673784,0.00058913],"domain_scores_gemma":[0.9971174,0.0008479036,0.00063072663,0.0004955994,0.0003653165,0.0005430664],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0071560764,0.00026339298,0.0005229391,0.0003510678,0.0003998883,0.000114719165,0.00043081396,0.00010624331,0.00006881317],"category_scores_gemma":[0.0041181836,0.0001840464,0.00021875025,0.0003732932,0.000576383,0.00021667873,0.00029147766,0.0025065267,0.000029693701],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031787445,0.00009189311,0.5137237,0.000009459304,0.00011302944,0.00008440723,0.00022022892,0.0000048238007,0.0018294727,0.00006810718,0.0000092707005,0.48352778],"study_design_scores_gemma":[0.0035981904,0.0011349741,0.98298997,0.000083901716,0.00006910597,0.000605628,0.0009638787,0.0016034058,0.0010230815,0.0003378556,0.0074207177,0.00016931914],"about_ca_topic_score_codex":0.0000047154854,"about_ca_topic_score_gemma":0.0000074001027,"teacher_disagreement_score":0.48335844,"about_ca_system_score_codex":0.0000959952,"about_ca_system_score_gemma":0.000056015844,"threshold_uncertainty_score":0.9997947},"labels":[],"label_agreement":null},{"id":"W1583024825","doi":"10.1002/lary.23999","title":"Children with a history of prematurity presenting with snoring and sleep‐disordered breathing","year":2013,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta; University of Alberta Hospital","funders":"","keywords":"Sleep disordered breathing; Breathing; Medicine; Sleep (system call); Pediatrics; Psychology; Anesthesia; Obstructive sleep apnea; Computer science","score_opus":0.011609504734949136,"score_gpt":0.23198143628121667,"score_spread":0.22037193154626755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1583024825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889901,0.0017247732,0.000085142994,0.0005107947,0.000022000153,0.0011060201,0.0000018431597,0.000045808418,0.007513495],"genre_scores_gemma":[0.99723685,0.000018236926,0.0017909633,0.00004841959,0.00007612736,0.000049989154,0.000004419173,0.000030115862,0.0007448722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881655,0.00007893013,0.00015747234,0.0002518875,0.00039566844,0.000299463],"domain_scores_gemma":[0.99917483,0.000076366334,0.00010105458,0.00040050826,0.00014581425,0.00010143118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022261652,0.00015028763,0.0002762316,0.000075091295,0.00007788165,0.000021362608,0.00014381655,0.000045703324,0.00011551129],"category_scores_gemma":[0.00005835251,0.00008282806,0.000026987977,0.00014286581,0.0003481131,0.00021904134,0.00014400453,0.00034549262,0.000009566004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004005681,0.0001954572,0.97205114,0.00045918665,0.00080290664,0.000019362515,0.004789436,0.000010705633,0.01317476,0.00019251039,0.0002910214,0.0076129306],"study_design_scores_gemma":[0.0020539844,0.00036128992,0.99229854,0.00014588241,0.00019976812,0.00029368626,0.00024394716,0.0012107274,0.002839193,0.000068575304,0.00013545691,0.00014896205],"about_ca_topic_score_codex":0.0014422032,"about_ca_topic_score_gemma":0.000041144118,"teacher_disagreement_score":0.020247372,"about_ca_system_score_codex":0.000094191,"about_ca_system_score_gemma":0.000052522002,"threshold_uncertainty_score":0.33776304},"labels":[],"label_agreement":null},{"id":"W1585451206","doi":"","title":"A pilot study of heart rate variability and apneic-hypopneic events in non-obese women with polycystic ovary syndrome during sleep.","year":2010,"lang":"en","type":"article","venue":"Zhōnghuá mínguó yíngyǎng xuéhuì zázhì","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Polycystic ovary; Heart rate variability; Medicine; Internal medicine; Body mass index; Endocrinology; Apnea–hypopnea index; Polysomnography; Insulin resistance; Non-rapid eye movement sleep; Sleep Stages; Obesity; Heart rate; Apnea; Blood pressure; Eye movement","score_opus":0.0123064718454819,"score_gpt":0.27355528404136226,"score_spread":0.26124881219588036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1585451206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959474,0.000038813898,0.000026644206,0.00019594679,0.00030483704,0.003031869,0.000019675623,0.00009410233,0.00034070827],"genre_scores_gemma":[0.9984992,0.0000046010678,0.0006579407,0.000048637092,0.00010636643,0.00037274265,0.000007916919,0.00011877966,0.00018382448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951576,0.0004959599,0.0009158829,0.0011658327,0.0010612749,0.0012034375],"domain_scores_gemma":[0.9968905,0.0005336051,0.00022843196,0.0014054476,0.00028920203,0.00065285055],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023134425,0.0005606364,0.0012597138,0.0007834134,0.00018593244,0.000034043096,0.0003718434,0.00014636712,0.00027015273],"category_scores_gemma":[0.0008803357,0.00048013678,0.00006531433,0.0012725485,0.00039984778,0.0003409683,0.000442437,0.0016608792,0.00004014431],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009142375,0.00549034,0.7887538,0.0007202976,0.00036148995,0.00055226265,0.0019821662,0.000022482976,0.19250962,0.000014836166,0.000004384544,0.00044590744],"study_design_scores_gemma":[0.012010383,0.008775933,0.97440016,0.00018575192,0.00011718972,0.0006828052,0.0012713058,0.00042557204,0.0015444595,0.00015292875,0.000007805399,0.0004256956],"about_ca_topic_score_codex":0.0010277363,"about_ca_topic_score_gemma":0.00051010615,"teacher_disagreement_score":0.19096516,"about_ca_system_score_codex":0.0003567303,"about_ca_system_score_gemma":0.00015033703,"threshold_uncertainty_score":0.99976504},"labels":[],"label_agreement":null},{"id":"W1588333420","doi":"10.1007/bf03016346","title":"Automated respiratory inductive plethysmography to evaluate breathing in infants at risk for postoperative apnea","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; California HIV/AIDS Research Program","keywords":"Medicine; Apnea; Plethysmograph; Cardiorespiratory fitness; Respiratory system; Periodic breathing; Breathing; Anesthesia; Cardiology; Internal medicine","score_opus":0.026631239958269246,"score_gpt":0.2873776825891711,"score_spread":0.26074644263090185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588333420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936821,0.0007530751,0.000026252395,0.00399515,0.00028398135,0.0009684934,0.000034916382,0.000024309982,0.00023176108],"genre_scores_gemma":[0.9966615,0.00003262349,0.0020246499,0.0004813801,0.00051708706,0.000025746827,0.0000070172223,0.00011231546,0.00013767234],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9950832,0.0005631228,0.0013133138,0.00047252147,0.0010144475,0.0015533626],"domain_scores_gemma":[0.9916122,0.0002796189,0.0007415745,0.0003827337,0.0025263655,0.0044575185],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029535315,0.00050208054,0.0011050905,0.0037851771,0.0010937629,0.0001174625,0.0005908813,0.00033281712,0.00014105784],"category_scores_gemma":[0.0017708901,0.00045330828,0.00046242258,0.0015952261,0.00047353702,0.00058173836,0.000025079347,0.0017157745,0.000023089611],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002903737,0.00010045804,0.22797245,0.00005303678,0.000494547,0.73994565,0.015865326,0.00083678163,0.0012164601,0.000041909214,0.004444547,0.0061251004],"study_design_scores_gemma":[0.0040326077,0.0032377907,0.24373305,0.0002447513,0.00014866059,0.74163055,0.0013370267,0.00035317722,0.00064170826,0.00008230002,0.004135754,0.00042264198],"about_ca_topic_score_codex":0.010904063,"about_ca_topic_score_gemma":0.023439173,"teacher_disagreement_score":0.01576061,"about_ca_system_score_codex":0.0037936454,"about_ca_system_score_gemma":0.006191118,"threshold_uncertainty_score":0.99979186},"labels":[],"label_agreement":null},{"id":"W15924030","doi":"10.1155/2015/516580","title":"Improvement in Obstructive Sleep Apnea Diagnosis and Management Wait Times: A Retrospective Analysis of a Home Management Pathway for Obstructive Sleep Apnea","year":2015,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Retrospective cohort study; Apnea; Sleep apnea syndromes; Sleep (system call); Intensive care medicine; Emergency medicine; Polysomnography; Internal medicine","score_opus":0.024433926753691007,"score_gpt":0.275128356432321,"score_spread":0.25069442967863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W15924030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98796725,0.0012873698,0.0013835881,0.00041297582,0.00049676077,0.0034041905,0.00051003206,0.000028742332,0.0045091],"genre_scores_gemma":[0.9959022,0.000064697655,0.002454802,0.00048238653,0.00018834439,0.00065428094,0.000031940264,0.00008621114,0.00013514228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953574,0.00021621138,0.001102879,0.0009478082,0.0011411968,0.0012345047],"domain_scores_gemma":[0.99561566,0.00012953134,0.00049601315,0.00069932506,0.001054254,0.0020052223],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014584422,0.000528743,0.0012217322,0.0046541356,0.00026105318,0.000129235,0.00043790386,0.00023368762,0.00019267345],"category_scores_gemma":[0.00025258903,0.0005173341,0.00042512262,0.0024546408,0.000403317,0.0003551919,0.00019977608,0.0007134386,0.0000090799585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013782737,0.0004297018,0.6954977,0.00059678254,0.017167838,0.0029409258,0.003428434,0.00039247147,0.00040179043,0.01075772,0.000490265,0.26651812],"study_design_scores_gemma":[0.011157916,0.002257774,0.95236504,0.00016672126,0.0033940163,0.00008663619,0.014537002,0.0044950116,0.0012109004,0.0035806273,0.0059046573,0.00084370474],"about_ca_topic_score_codex":0.0015345932,"about_ca_topic_score_gemma":0.010126248,"teacher_disagreement_score":0.2656744,"about_ca_system_score_codex":0.0046764025,"about_ca_system_score_gemma":0.00031476215,"threshold_uncertainty_score":0.99972785},"labels":[],"label_agreement":null},{"id":"W1593628797","doi":"10.1093/sleep/28.12.1543","title":"Association Between Atrial Fibrillation and Central Sleep Apnea","year":2005,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Atrial fibrillation; Central sleep apnea; Obstructive sleep apnea; Heart failure; Cardiology; Sleep apnea; Internal medicine; Apnea; Apnea–hypopnea index; Body mass index; Anesthesia; Polysomnography","score_opus":0.016382953009907927,"score_gpt":0.2893549646126636,"score_spread":0.27297201160275564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1593628797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99109614,0.0003444593,0.00067316036,0.0045218994,0.00021874487,0.00044703064,0.00002253909,0.000081619386,0.0025944149],"genre_scores_gemma":[0.99386066,0.000018358436,0.0010075307,0.00005332578,0.0045070257,0.0000015701027,0.000076904515,0.00002309681,0.00045153892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842894,0.0000749353,0.0002430372,0.00026674618,0.000547454,0.00043888856],"domain_scores_gemma":[0.9992575,0.00012947166,0.00009830595,0.00017136277,0.00012452297,0.00021883575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024392937,0.000125787,0.00023762208,0.00011882454,0.00009702654,0.00003965123,0.00005000337,0.00015695239,0.00026702983],"category_scores_gemma":[0.00038406305,0.00012189744,0.000111787376,0.00018603656,0.000040128834,0.0001850642,0.000055581433,0.00021915634,0.00015756793],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089423214,0.0000074679665,0.72797495,0.000016845304,0.0001977047,0.000002425992,0.00017669516,0.000048325444,0.0008187065,0.0000811559,0.00012562216,0.2704607],"study_design_scores_gemma":[0.0031451872,0.00016840672,0.95926857,0.000008308128,0.00030066347,0.0000088513425,0.00005290221,0.012211633,0.0021058056,0.00011364697,0.022455305,0.00016074289],"about_ca_topic_score_codex":0.00002417615,"about_ca_topic_score_gemma":0.000012642718,"teacher_disagreement_score":0.27029994,"about_ca_system_score_codex":0.00046733982,"about_ca_system_score_gemma":0.0000148868085,"threshold_uncertainty_score":0.49708337},"labels":[],"label_agreement":null},{"id":"W1595887498","doi":"10.1113/expphysiol.2012.070359","title":"Acute upper airway muscle and inspiratory flow responses to transcranial magnetic stimulation during sleep in apnoeic patients","year":2012,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Transcranial magnetic stimulation; Medicine; Anesthesia; Airway; Non-rapid eye movement sleep; Sleep (system call); Stimulation; Neurostimulation; Electroencephalography; Internal medicine","score_opus":0.01208733809361538,"score_gpt":0.2962802398906522,"score_spread":0.2841929017970368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595887498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99845856,0.0003944584,0.0000056325816,0.000052401916,0.00021223989,0.00067408866,0.000014003825,0.000028711034,0.00015990956],"genre_scores_gemma":[0.99898696,0.000002464727,0.0004719608,0.00019508263,0.00016492086,0.000091371825,0.000023594654,0.000030554893,0.000033115848],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99868745,0.00014353126,0.00021156688,0.00030787225,0.00019829297,0.00045129133],"domain_scores_gemma":[0.99949116,0.00004264435,0.000024380226,0.00018525407,0.000036036134,0.00022050053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000071499286,0.00016882073,0.0002526036,0.00023074556,0.000071091454,0.0000069866805,0.00006419511,0.00009424696,0.00039389814],"category_scores_gemma":[0.000032133026,0.00016095067,0.00004541968,0.00016585912,0.00011931036,0.00019583841,0.00009161294,0.00016799911,0.00010086469],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017895203,0.0005651412,0.05404284,0.000019065586,0.000020804731,0.000005385098,0.002208635,0.000010832437,0.9385585,0.000011218388,0.0000051650522,0.0027628732],"study_design_scores_gemma":[0.0037918447,0.0010772797,0.8545264,0.000010920137,0.000012306631,0.000004213054,0.00021805149,0.00022206515,0.13995245,0.000004185088,0.00005113525,0.0001291525],"about_ca_topic_score_codex":0.000017770186,"about_ca_topic_score_gemma":0.0000014491612,"teacher_disagreement_score":0.8004836,"about_ca_system_score_codex":0.00017455762,"about_ca_system_score_gemma":0.000009584006,"threshold_uncertainty_score":0.6563378},"labels":[],"label_agreement":null},{"id":"W1596591265","doi":"10.1155/2015/387801","title":"Nitric Oxide Bioavailability in Obstructive Sleep Apnea: Interplay of Asymmetric Dimethylarginine and Free Radicals","year":2015,"lang":"en","type":"review","venue":"Sleep Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Providence Health Care; St. Paul's Hospital; University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Asymmetric dimethylarginine; Nitric oxide; Oxidative stress; Obstructive sleep apnea; Endothelial dysfunction; Internal medicine; Medicine; Vasodilation; Bioavailability; Endocrinology; Sleep apnea; Arginine; Pharmacology; Chemistry; Biochemistry","score_opus":0.0252044557719544,"score_gpt":0.34467422655551855,"score_spread":0.31946977078356414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1596591265","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0084599815,0.98415226,0.00021005506,0.000092107504,0.0002362607,0.0035412952,0.0002918533,0.0000706964,0.0029454923],"genre_scores_gemma":[0.01400996,0.9833936,0.0016300207,0.00002328894,0.000103008875,0.00031348728,0.0002349892,0.00020625438,0.00008536168],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932781,0.0009731473,0.0018900738,0.0014841326,0.0013580841,0.0010164991],"domain_scores_gemma":[0.9950575,0.001358439,0.00076252763,0.0017550271,0.00039865612,0.00066783186],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019798237,0.0010042841,0.0045829234,0.003539695,0.00006282869,0.000035558154,0.00089398585,0.00087663525,0.00017563366],"category_scores_gemma":[0.005978934,0.0008356946,0.00073712016,0.005011072,0.0014114064,0.00021452586,0.0010003825,0.0019569518,0.00006820281],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016270092,0.00059858523,0.0076383455,0.011890441,0.00086786924,0.0000374389,0.00013354568,7.7301905e-7,0.000004465486,0.0001285569,0.000092732145,0.9784445],"study_design_scores_gemma":[0.025010055,0.0026032715,0.03394608,0.010361979,0.008648511,0.00039540516,0.0029597552,0.0009777613,0.000079450714,0.0066591864,0.90405923,0.0042993445],"about_ca_topic_score_codex":0.00041300102,"about_ca_topic_score_gemma":0.000096760334,"teacher_disagreement_score":0.9741452,"about_ca_system_score_codex":0.00084049633,"about_ca_system_score_gemma":0.0002907974,"threshold_uncertainty_score":0.9994094},"labels":[],"label_agreement":null},{"id":"W159683713","doi":"10.1093/sleep/24.6.721","title":"Sleep Apnea Syndrome: A Possible Contributing Factor to Resistant Hypertension","year":2001,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Body mass index; Blood pressure; Sleep apnea; Morning; Apnea; Evening; Obstructive sleep apnea; Polysomnography; Anesthesia; Internal medicine; Apnea–hypopnea index; Cardiology","score_opus":0.02679869637761027,"score_gpt":0.2918353402455634,"score_spread":0.2650366438679531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W159683713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98773,0.0003154492,0.0020460458,0.0032728808,0.00035742152,0.0010185557,0.00004228017,0.00020042542,0.0050169043],"genre_scores_gemma":[0.99684817,0.0000064395135,0.001196648,0.00071120844,0.00017994398,0.000041999872,0.000034275967,0.00006590022,0.00091543986],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9968802,0.00009345281,0.0004225779,0.00061775715,0.0008829661,0.0011030697],"domain_scores_gemma":[0.9979464,0.00012962987,0.000079387755,0.000691439,0.00047854724,0.00067463005],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037237426,0.00028233856,0.0005471191,0.00036349817,0.0002680568,0.000065384265,0.00022728252,0.00016092336,0.00084669475],"category_scores_gemma":[0.0009766875,0.00024109846,0.00016451313,0.00091279537,0.00008792079,0.00013617425,0.00024893024,0.00042618875,0.0010806076],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046544303,0.0010698567,0.25165904,0.00024360369,0.00062354066,0.013052047,0.0008777503,0.00003544988,0.5141787,0.000745377,0.0008579657,0.21200228],"study_design_scores_gemma":[0.009535565,0.0029652426,0.92420876,0.0002341415,0.00028667826,0.0041380054,0.0011954968,0.0073011033,0.026945313,0.00024521214,0.02193018,0.0010142975],"about_ca_topic_score_codex":0.00014205345,"about_ca_topic_score_gemma":0.00003829032,"teacher_disagreement_score":0.6725497,"about_ca_system_score_codex":0.00035646604,"about_ca_system_score_gemma":0.00003134071,"threshold_uncertainty_score":0.99969715},"labels":[],"label_agreement":null},{"id":"W1597674733","doi":"10.1177/0194599815596494","title":"Incidence and Risk Factors of Velopharyngeal Insufficiency Postadenotonsillectomy","year":2015,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Adenoid; Incidence (geometry); Velopharyngeal insufficiency; Adenoidectomy; Otorhinolaryngology; Retrospective cohort study; Tonsillectomy; Tonsil; Surgery; Pediatrics; Dentistry","score_opus":0.025540295919234728,"score_gpt":0.2985632687557452,"score_spread":0.27302297283651045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1597674733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959563,0.00067439897,0.00013196416,0.00012625258,0.00010721024,0.00037684033,0.000015510972,0.000032444153,0.002579086],"genre_scores_gemma":[0.9984322,0.00007825023,0.0013338844,0.00003301487,0.00003065438,0.0000091282345,0.0000093488725,0.000017701534,0.000055789467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986601,0.0001538479,0.00024575464,0.00029785157,0.00033013854,0.0003123269],"domain_scores_gemma":[0.9988867,0.00018441994,0.00010783987,0.00027878128,0.00029800925,0.0002442405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003147006,0.00013747773,0.00037603284,0.00027333657,0.000051505303,0.000006151161,0.00012710561,0.00013646841,0.00006708348],"category_scores_gemma":[0.0011581006,0.00011378797,0.00004310297,0.00036500042,0.0004826619,0.000099965604,0.00017793723,0.00034431965,0.000023769051],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021253317,0.0001751432,0.99088085,0.000031258845,0.000063975174,0.00008310874,0.0010014093,0.0000016636031,0.0059795617,0.00042960388,0.000058964826,0.0010819081],"study_design_scores_gemma":[0.0015637898,0.0015753803,0.983574,0.000010786647,0.000059738213,0.0002728574,0.00036875872,0.0004676665,0.011364694,0.00018075772,0.00045529095,0.00010631136],"about_ca_topic_score_codex":0.0005754434,"about_ca_topic_score_gemma":0.00002693519,"teacher_disagreement_score":0.0073069013,"about_ca_system_score_codex":0.000074445845,"about_ca_system_score_gemma":0.0001650742,"threshold_uncertainty_score":0.4640139},"labels":[],"label_agreement":null},{"id":"W1598375649","doi":"10.5353/th_b3122653","title":"A validation of the Calgary Sleep Apnea quality of life index (Chinese version) and an evaluation of treatment effectiveness and patient perference by physiological and neurobehavioural outcome measures in Chinese sleep apnea patients","year":2002,"lang":"en","type":"dissertation","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sleep apnea; Medicine; Quality of life (healthcare); Sleep (system call); Apnea; Sleep quality; Index (typography); Physical therapy; Obstructive sleep apnea; Anesthesia; Insomnia; Computer science; Psychiatry","score_opus":0.04899014599329541,"score_gpt":0.3584894151292445,"score_spread":0.30949926913594905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1598375649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969961,0.0003131175,0.0000097337615,0.000011408886,0.000111962385,0.0023809567,0.000112428854,0.000008783072,0.000055503864],"genre_scores_gemma":[0.99922526,0.000024361732,0.000020795113,0.000007664952,0.000009059456,0.00010493264,0.00057871855,0.000023491213,0.0000057081756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954608,0.0016811454,0.0008689307,0.0005800396,0.0012101985,0.00019886163],"domain_scores_gemma":[0.9976248,0.0003192705,0.00059469533,0.00038055115,0.0009274087,0.00015327097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007232761,0.00040095765,0.0010139785,0.00023756863,0.0000709532,0.000012372483,0.00011253842,0.0002803777,0.000042004678],"category_scores_gemma":[0.0013437972,0.00023390175,0.00011465574,0.00033094254,0.0002364316,0.00016929605,0.000087141714,0.00028841823,2.2210459e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020571603,0.0012523172,0.92912924,0.000524342,0.00009182425,3.6601907e-7,0.0012649305,0.00003936712,0.02248721,0.0000031509653,4.7347547e-7,0.043149624],"study_design_scores_gemma":[0.0061627897,0.0021656463,0.9757091,0.00006235513,0.00022286834,9.053941e-7,0.0004756993,0.011370525,0.003606677,0.000047358717,7.697024e-8,0.0001760098],"about_ca_topic_score_codex":0.0015500166,"about_ca_topic_score_gemma":0.0001875597,"teacher_disagreement_score":0.046579853,"about_ca_system_score_codex":0.00018770924,"about_ca_system_score_gemma":0.000046598645,"threshold_uncertainty_score":0.9538236},"labels":[],"label_agreement":null},{"id":"W160399121","doi":"10.1155/2012/287309","title":"Prevalence of High Epworth Sleepiness Scale Scores in a Rural Population","year":2012,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Epworth Sleepiness Scale; Medicine; Logistic regression; Excessive daytime sleepiness; Population; Obstructive sleep apnea; Demography; Obesity; Physical therapy; Gerontology; Internal medicine; Insomnia; Psychiatry; Sleep disorder; Polysomnography; Apnea; Environmental health","score_opus":0.023157421314612472,"score_gpt":0.29175245735167554,"score_spread":0.2685950360370631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W160399121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975936,0.0013365421,0.00002498095,0.00015362317,0.00031415027,0.00023649908,0.000021117656,0.000005733956,0.00031376327],"genre_scores_gemma":[0.999073,0.000011712872,0.00019090658,0.00020220439,0.00044208058,0.000006979301,0.0000034868483,0.00002141191,0.000048211397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831825,0.00014956926,0.00039631632,0.00011257451,0.000426673,0.00059659634],"domain_scores_gemma":[0.99836236,0.000031761912,0.00012889242,0.00022016405,0.00021786992,0.0010389277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068564713,0.00011719705,0.00023950526,0.00079607684,0.00009154091,0.000017961904,0.000145795,0.000097710465,0.00062956626],"category_scores_gemma":[0.00025935745,0.00010871792,0.0000675801,0.00039545837,0.00010782618,0.00033441366,0.000020080108,0.00046469693,0.0000200364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063968764,0.00003489775,0.980152,0.00010845289,0.000017858962,0.000056871384,0.0001263804,0.000012487971,0.0012438811,0.0001884482,0.00005817733,0.017936554],"study_design_scores_gemma":[0.0009509267,0.00010108013,0.99707913,0.00018481571,0.000024402498,0.00018604472,0.00010217543,0.000029477213,0.00094722654,0.00007484696,0.00022272786,0.00009713928],"about_ca_topic_score_codex":0.01476066,"about_ca_topic_score_gemma":0.024081808,"teacher_disagreement_score":0.017839415,"about_ca_system_score_codex":0.00071498303,"about_ca_system_score_gemma":0.00035810273,"threshold_uncertainty_score":0.99372613},"labels":[],"label_agreement":null},{"id":"W1604401261","doi":"10.1093/sleep/27.6.1105","title":"Postural Effects on Pharyngeal Protective Reflex Mechanisms","year":2004,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council Canada; National Institute on Aging; Deutsches Krebsforschungszentrum; National Institutes of Health; National Heart, Lung, and Blood Institute; Brigham and Women's Hospital; National Center for Research Resources; Medical Research Council; American Heart Association","keywords":"Supine position; Pharyngeal muscles; Tongue; Medicine; Reflex; Pharynx; Obstructive sleep apnea; Electromyography; Anesthesia; Swallowing; Sleep (system call); Apnea; Pharyngeal reflex; Sleep apnea; Physical medicine and rehabilitation; Anatomy; Surgery","score_opus":0.014899902462067063,"score_gpt":0.3058464702206931,"score_spread":0.29094656775862604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604401261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97931015,0.00008919021,0.0025219244,0.00330139,0.0005037372,0.0026109328,0.000008815021,0.0002228136,0.011431014],"genre_scores_gemma":[0.99628866,0.0000014567819,0.0024276003,0.0006348766,0.00029244903,0.0001435915,0.000015144204,0.000043463348,0.00015277427],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982821,0.00007007341,0.00014478886,0.00040605737,0.0006353043,0.0004616811],"domain_scores_gemma":[0.99918926,0.000049889677,0.00004302224,0.0003514453,0.00013537816,0.00023098887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016329778,0.00020019943,0.00026514663,0.00017160655,0.00011086226,0.000019150559,0.0001258725,0.0001071204,0.000092001435],"category_scores_gemma":[0.00020780401,0.0001595411,0.00011287163,0.00027273505,0.00007012899,0.0000902281,0.00007325746,0.0005000944,0.0007620501],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025193035,0.000603189,0.00040303072,0.0002479249,0.00032322237,0.0011078145,0.000721905,0.000014548242,0.7714429,0.025487572,0.000046150846,0.19708245],"study_design_scores_gemma":[0.009055024,0.005698575,0.05554516,0.00014400133,0.000099019024,0.00015090658,0.00014795044,0.00008465494,0.904188,0.024400353,0.00019276055,0.00029361752],"about_ca_topic_score_codex":0.000052606654,"about_ca_topic_score_gemma":0.00000718301,"teacher_disagreement_score":0.19678882,"about_ca_system_score_codex":0.0004951198,"about_ca_system_score_gemma":0.00003678442,"threshold_uncertainty_score":0.9794867},"labels":[],"label_agreement":null},{"id":"W1607967366","doi":"10.1093/sleep/33.4.515","title":"Cognitive Function and Sleep Related Breathing Disorders in a Healthy Elderly Population: the Synapse Study","year":2010,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dementia; Population; Montreal Cognitive Assessment; Cognition; Sleep apnea; Epworth Sleepiness Scale; Physical therapy; Polysomnography; Stroop effect; Stroke (engine); Excessive daytime sleepiness; Internal medicine; Apnea; Psychiatry; Sleep disorder; Disease","score_opus":0.012089690633315978,"score_gpt":0.30173637986609037,"score_spread":0.28964668923277437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1607967366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948303,0.00019964315,0.000072864015,0.0020474205,0.0003152854,0.001736497,0.0000031603845,0.00005622882,0.00073858607],"genre_scores_gemma":[0.99960405,0.0000072770367,0.000032310098,0.0001050968,0.00007685774,0.00008855189,0.00002550857,0.000026757056,0.000033586275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983879,0.00019599497,0.00028589697,0.00037443213,0.00044284595,0.00031293888],"domain_scores_gemma":[0.99924153,0.00020251093,0.000073544434,0.00025974488,0.000095260024,0.00012738661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070932525,0.00015049087,0.00021485741,0.00020686026,0.00021985607,0.00004267925,0.00008461084,0.00011984649,0.00014747043],"category_scores_gemma":[0.00039939798,0.000111031,0.000041024658,0.00047449738,0.0001333768,0.00015824079,0.00007973203,0.0010042322,0.000027957945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000996961,0.00045390968,0.8506122,0.00002239304,0.000121485115,0.000020440293,0.0018779379,0.0000029231808,0.00020700402,0.00023998336,0.0000017366101,0.14544299],"study_design_scores_gemma":[0.005102049,0.0017103011,0.98683196,0.000020114334,0.00014977636,0.00004689247,0.0036774261,0.0013841364,0.0000075284906,0.0009425394,0.000020357318,0.000106944484],"about_ca_topic_score_codex":0.0009597108,"about_ca_topic_score_gemma":0.002775347,"teacher_disagreement_score":0.14533605,"about_ca_system_score_codex":0.000054271193,"about_ca_system_score_gemma":0.000014219454,"threshold_uncertainty_score":0.45277128},"labels":[],"label_agreement":null},{"id":"W1609530314","doi":"10.1093/sleep/32.11.1412","title":"Impact of Sleeping Angle on the Upper Airway and Pathogenesis of Cheyne Stokes Respiration","year":2009,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary; University of Alberta","funders":"","keywords":"Central sleep apnea; Cheyne–Stokes respiration; Medicine; Hyperventilation; Apnea; Periodic breathing; Heart failure; Anesthesia; Non-rapid eye movement sleep; Cardiology; Sleep apnea; Ventilation (architecture); Internal medicine; Polysomnography","score_opus":0.0283071825430828,"score_gpt":0.3067512440893308,"score_spread":0.278444061546248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1609530314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87055314,0.0009113462,0.000059383554,0.124680154,0.000106156374,0.0010311286,0.00013642313,0.000024937519,0.0024973524],"genre_scores_gemma":[0.9632735,0.00006416742,0.00021777448,0.034514762,0.001338619,0.000031585347,0.00016003232,0.00008412318,0.0003154172],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977812,0.00024047069,0.00042439892,0.000378644,0.00081069727,0.00036457664],"domain_scores_gemma":[0.99838585,0.00022934249,0.0002968502,0.0007043856,0.00031607095,0.000067484594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043990646,0.00029038682,0.0006060761,0.00038591682,0.0000655115,0.000013516061,0.00018537903,0.0005684275,0.0003016055],"category_scores_gemma":[0.00037526732,0.00018435754,0.0003105135,0.00030340816,0.00023270647,0.000058401885,0.00006559521,0.0011926566,0.0000133790145],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017904828,0.00073980313,0.121693686,0.0017234805,0.0023371128,0.00039552027,0.0018750597,0.00007677749,0.33208364,0.0002384158,0.16137333,0.3756727],"study_design_scores_gemma":[0.0033377614,0.006866749,0.91908914,0.00089500844,0.00086864084,0.00007223041,0.00013574788,0.00088632316,0.044747952,0.00026285145,0.022126898,0.0007107094],"about_ca_topic_score_codex":0.00008386617,"about_ca_topic_score_gemma":0.0000028863903,"teacher_disagreement_score":0.79739547,"about_ca_system_score_codex":0.00017313269,"about_ca_system_score_gemma":0.000054476604,"threshold_uncertainty_score":0.75178826},"labels":[],"label_agreement":null},{"id":"W1615548573","doi":"10.1007/bf03016566","title":"Obstructive sleep apnea uncovered after high spinal anesthesia: a case report","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Anesthesia; Obstructive sleep apnea","score_opus":0.012036098605365936,"score_gpt":0.249146103938972,"score_spread":0.23711000533360604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1615548573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807293,0.002031174,0.00007638336,0.015807102,0.000372507,0.0004898949,0.000011033373,0.000024107394,0.0004585054],"genre_scores_gemma":[0.991295,0.000019739671,0.0042769494,0.00037777025,0.003169702,0.00001599377,0.000011201685,0.0001790325,0.000654628],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9932399,0.0003482408,0.0020517388,0.00066294277,0.0015646197,0.0021325578],"domain_scores_gemma":[0.98776335,0.00011688183,0.0013351839,0.0008204326,0.0028392253,0.0071249446],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002103359,0.0008072469,0.0014747032,0.0022494232,0.0007708939,0.00044076052,0.00073308946,0.00052702194,0.001293626],"category_scores_gemma":[0.00067087926,0.0007286495,0.0008015787,0.0011551998,0.0007905565,0.0011980504,0.000023936873,0.0026187678,0.00009462002],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0013127782,0.00009396491,0.011864873,0.00006312273,0.0004318065,0.96496713,0.0008173998,0.00015830678,0.000051168372,0.00018742633,0.0006954301,0.019356593],"study_design_scores_gemma":[0.002770144,0.002272754,0.028815145,0.00022180565,0.00053401577,0.9487162,0.0013062067,0.00009676019,0.00024776038,0.0002541271,0.014109013,0.000656045],"about_ca_topic_score_codex":0.011179031,"about_ca_topic_score_gemma":0.016775228,"teacher_disagreement_score":0.018700548,"about_ca_system_score_codex":0.0040920316,"about_ca_system_score_gemma":0.0057732593,"threshold_uncertainty_score":0.9998631},"labels":[],"label_agreement":null},{"id":"W1615741739","doi":"10.1542/peds.2015-1283","title":"Adenotonsillectomy Complications: A Meta-analysis","year":2015,"lang":"en","type":"review","venue":"PEDIATRICS","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Confidence interval; Odds ratio; Meta-analysis; Obstructive sleep apnea; Pediatrics; Complication; Surgery; Internal medicine","score_opus":0.313404108054627,"score_gpt":0.4614153259920458,"score_spread":0.14801121793741884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1615741739","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.7536786e-7,0.9914129,0.00048273086,0.0001310938,0.000064086635,0.0018728191,0.0003333302,0.00010229543,0.005600591],"genre_scores_gemma":[0.000002511894,0.9937818,0.0026688317,0.00005200259,0.00043153216,0.0007406688,0.0008670005,0.00008762444,0.0013680073],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963275,0.0003336261,0.0008664513,0.0007583207,0.001258556,0.00045554907],"domain_scores_gemma":[0.99600345,0.00061101175,0.0004471652,0.0014698077,0.0009559901,0.00051256455],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080778654,0.0005069283,0.0057384637,0.0022009413,0.000083100356,0.00005739675,0.0004380159,0.00040504467,0.00088269415],"category_scores_gemma":[0.0006750099,0.00035622536,0.005074002,0.006872377,0.00009786049,0.000052949817,0.00023293875,0.00092649664,0.0014389089],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008771908,0.00035236313,0.000113911134,0.018490007,0.43043894,0.00008823954,0.000057503483,0.0000018100632,1.9693351e-8,0.00026973677,0.00905683,0.54112184],"study_design_scores_gemma":[0.00009171986,0.00002235483,0.0000052070045,0.0000079985375,0.4778076,0.000033753975,0.000004359075,0.000009845386,1.6343268e-8,0.000017801756,0.52184993,0.00014939626],"about_ca_topic_score_codex":0.000034064615,"about_ca_topic_score_gemma":0.000005142462,"teacher_disagreement_score":0.5409725,"about_ca_system_score_codex":0.0004508937,"about_ca_system_score_gemma":0.00067566696,"threshold_uncertainty_score":0.99988896},"labels":[],"label_agreement":null},{"id":"W1627167252","doi":"10.1093/sleep/33.2.260","title":"Evaluation of Sham-CPAP as a Placebo in CPAP Intervention Studies","year":2010,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"National Heart, Lung, and Blood Institute","keywords":"Continuous positive airway pressure; Placebo; Medicine; Anesthesia; Positive airway pressure; Intervention (counseling); Obstructive sleep apnea; Alternative medicine; Psychiatry","score_opus":0.06574992229086556,"score_gpt":0.43101362996230475,"score_spread":0.3652637076714392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1627167252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915274,0.000562408,0.000021107287,0.00042029057,0.00040727048,0.00080744846,0.0000023975792,0.000018258925,0.0062334514],"genre_scores_gemma":[0.99934524,0.000007710749,0.00027260624,0.000018587063,0.000088540626,0.00009523944,0.000009496648,0.000014152889,0.00014842588],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980761,0.00018999599,0.00030055086,0.00021698544,0.0010245051,0.00019189033],"domain_scores_gemma":[0.9985724,0.0000758525,0.00008855922,0.00027848734,0.0009244751,0.000060215436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027833055,0.000095565934,0.00023000226,0.00026953296,0.000024160961,0.0000064594824,0.00008719518,0.000077293465,0.00082177],"category_scores_gemma":[0.0032284916,0.00008414041,0.00008475417,0.00026296364,0.00013597641,0.00009672178,0.00008800234,0.00033224197,0.000112827336],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010887793,0.0010265071,0.124265276,0.00043139077,0.000619824,0.000044340497,0.003961968,0.00003390923,0.18377776,0.0021857654,0.00016176878,0.68240273],"study_design_scores_gemma":[0.034935255,0.001873576,0.69272804,0.0006077133,0.0011335219,0.00011388286,0.011959139,0.036067136,0.20768183,0.011884501,0.0005574305,0.0004579504],"about_ca_topic_score_codex":0.00010008121,"about_ca_topic_score_gemma":0.00058894116,"teacher_disagreement_score":0.6819447,"about_ca_system_score_codex":0.00017612158,"about_ca_system_score_gemma":0.000042157095,"threshold_uncertainty_score":0.8997806},"labels":[],"label_agreement":null},{"id":"W1630922010","doi":"10.1113/expphysiol.2006.035204","title":"Intermittent hypoxia and vascular function: implications for obstructive sleep apnoea","year":2006,"lang":"en","type":"review","venue":"Experimental Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":171,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary General Hospital; University of Calgary","funders":"Heart and Stroke Foundation of Canada","keywords":"Hypoxia (environmental); Intermittent hypoxia; Medicine; Cardiology; Stroke (engine); Disease; Internal medicine; Myocardial infarction; Oxidative stress; Inflammation; Obstructive sleep apnea","score_opus":0.04981316965017227,"score_gpt":0.37574028496601836,"score_spread":0.32592711531584606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1630922010","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010872917,0.9940735,0.0002479023,0.00004298522,0.0004933526,0.003099505,0.00014067584,0.00007047715,0.0007443295],"genre_scores_gemma":[0.010914602,0.9743246,0.0019419807,0.0001812709,0.0021220867,0.006860058,0.0029414217,0.0002916216,0.0004223598],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778074,0.00013134802,0.0005251819,0.0009370948,0.00014718689,0.00047845303],"domain_scores_gemma":[0.9986568,0.00018510947,0.0002195884,0.00063089526,0.00012770685,0.00017989818],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000076053235,0.00051198626,0.001649609,0.00023262574,0.000193031,0.000021477976,0.00018968426,0.0003641908,0.00010855045],"category_scores_gemma":[0.000034257264,0.00042419293,0.0006932691,0.00020267218,0.00047663334,0.00007469685,0.00026600473,0.00039541334,0.000055224205],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014329528,0.0005070726,0.000011203242,0.0047036563,0.0017190967,0.0000031420143,0.000058433347,3.0044313e-7,0.015493624,0.004358079,0.0008309966,0.9721711],"study_design_scores_gemma":[0.001693656,0.0011093629,0.011750041,0.0005536602,0.0011867064,0.00015867526,0.00015791209,0.000013571285,0.0002060075,0.0007994609,0.98183036,0.0005405879],"about_ca_topic_score_codex":0.000014797314,"about_ca_topic_score_gemma":6.8014634e-7,"teacher_disagreement_score":0.98099935,"about_ca_system_score_codex":0.00039963858,"about_ca_system_score_gemma":0.000058150476,"threshold_uncertainty_score":0.999821},"labels":[],"label_agreement":null},{"id":"W164512803","doi":"10.1016/j.jacc.2005.09.026","title":"Physiologic Pacing in Patients With Obstructive Sleep Apnea","year":2005,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Medtronic","keywords":"Medicine; Bradycardia; Obstructive sleep apnea; Apnea; Anesthesia; Heart rate; Cardiology; Crossover study; Sleep apnea; Atrial fibrillation; Internal medicine; Blood pressure","score_opus":0.008823875886376382,"score_gpt":0.2591308565248154,"score_spread":0.250306980638439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W164512803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99737203,0.00006462244,0.00011535738,0.0008601411,0.00012846924,0.00027199197,0.00002362063,0.0000033815297,0.0011603968],"genre_scores_gemma":[0.99768186,0.000006279479,0.0018785424,0.0001277306,0.0002698521,0.0000029582363,6.3650094e-7,0.00001602627,0.000016133119],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983082,0.00035563463,0.0004545334,0.00015231756,0.00043975888,0.00028955252],"domain_scores_gemma":[0.9981542,0.00019713017,0.0007294408,0.00029944966,0.0005311538,0.00008860984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003019087,0.0001415365,0.0009878882,0.00025587907,0.000038044822,0.0000018471566,0.00026855947,0.00004572027,0.000008586798],"category_scores_gemma":[0.0003312813,0.000078622455,0.00024188466,0.00063383125,0.00080821733,0.00008404783,0.000100655074,0.0004956511,0.0000019528375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039287983,0.00010017306,0.9778688,0.00001572132,0.0005572872,0.00007839745,0.00006538356,0.002241191,0.0031310797,0.00009135018,0.000116868265,0.011804925],"study_design_scores_gemma":[0.0030987873,0.0022734944,0.99163693,0.000032677897,0.000100389945,0.00031546646,0.0006900487,0.00008483628,0.001220492,0.00012555126,0.0003378195,0.0000835131],"about_ca_topic_score_codex":0.0000051380002,"about_ca_topic_score_gemma":0.0000028061093,"teacher_disagreement_score":0.013768098,"about_ca_system_score_codex":0.0002697208,"about_ca_system_score_gemma":0.00008339775,"threshold_uncertainty_score":0.32061306},"labels":[],"label_agreement":null},{"id":"W1656052294","doi":"10.5664/jcsm.27438","title":"Clinical Presentation of Obstructive Sleep Apnea in Patients with End-stage Renal Disease","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Humber River Regional Hospital; University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; End stage renal disease; Presentation (obstetrics); Sleep apnea; Sleep (system call); Central sleep apnea; Polysomnography; Disease; Intensive care medicine; Stage (stratigraphy); Apnea; Internal medicine; Cardiology; Surgery","score_opus":0.04487390451917662,"score_gpt":0.4120156188932116,"score_spread":0.367141714374035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1656052294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930317,0.0002497121,0.0011369644,0.0034294536,0.0006933472,0.0007181349,0.000017278338,0.000011973195,0.00071146456],"genre_scores_gemma":[0.9954255,0.000071560054,0.002282254,0.00056593365,0.001519518,0.0000028669842,0.000032800177,0.000029998426,0.00006953902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9915465,0.0007694889,0.0043615676,0.0004604819,0.002397436,0.00046453197],"domain_scores_gemma":[0.99237674,0.0019464364,0.0021870604,0.00053770177,0.0017277387,0.0012242963],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0040664924,0.00030329765,0.0019393786,0.00052159035,0.00004062892,0.0000089132345,0.00037280397,0.00024489698,0.0005388975],"category_scores_gemma":[0.010797811,0.00019134789,0.0004447802,0.0006975387,0.0010463,0.0003482581,0.0000626384,0.0018461767,0.0000070137744],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020458318,0.002230202,0.78432894,0.000056116063,0.0002964752,0.0003719109,0.00010803836,0.00004677401,0.00004620835,0.00011738696,0.000111935675,0.19182771],"study_design_scores_gemma":[0.029718356,0.013978229,0.9534359,0.000458963,0.0004936157,0.000016200145,0.00018743786,0.0007171449,0.000055347507,0.00038657506,0.00039758286,0.00015464165],"about_ca_topic_score_codex":0.000013893732,"about_ca_topic_score_gemma":0.000005800786,"teacher_disagreement_score":0.19167309,"about_ca_system_score_codex":0.000121916135,"about_ca_system_score_gemma":0.00020448359,"threshold_uncertainty_score":0.99753463},"labels":[],"label_agreement":null},{"id":"W1661438612","doi":"10.1186/s13063-015-0768-0","title":"The NAtional randomised controlled Trial of Tonsillectomy IN Adults (NATTINA): a clinical and cost-effectiveness study: study protocol for a randomised control trial","year":2015,"lang":"en","type":"article","venue":"Trials","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Medical Research Council; National Institute for Health and Care Research; Johns Hopkins University","keywords":"Tonsillectomy; Medicine; Randomized controlled trial; Tonsillitis; Referral; Otorhinolaryngology; Physical therapy; Clinical trial; Tonsil; Trial registration; Protocol (science); Disease management; Clinical endpoint; Disease; Family medicine; Surgery; Alternative medicine; Internal medicine","score_opus":0.24258660098798698,"score_gpt":0.5335849991231167,"score_spread":0.29099839813512973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1661438612","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41656443,0.000010095633,0.00007465948,0.0001422929,0.00027429746,0.58274686,0.000012839184,0.000016750966,0.00015776778],"genre_scores_gemma":[0.48907658,4.659788e-7,0.000022548542,0.000011476657,0.00055533706,0.5102883,0.0000017640693,0.00001940747,0.000024115727],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.97211164,0.021210542,0.0039002548,0.00068296207,0.0016270139,0.0004675978],"domain_scores_gemma":[0.92219496,0.074281015,0.0011071225,0.00033628906,0.0018061934,0.00027441818],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.10553683,0.00033447324,0.0044176932,0.00030310347,0.00014095336,0.00006746339,0.00023538167,0.00018289074,0.000022321234],"category_scores_gemma":[0.18584222,0.00018701857,0.0007018269,0.00035137864,0.00034238384,0.000087465756,0.00006769565,0.00039058222,0.0000022353593],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97796255,0.011026101,0.003810069,0.000066696935,0.0018831469,0.00001120294,0.00049955567,0.0000037808588,0.00006210891,0.000022498954,0.00009360761,0.0045587057],"study_design_scores_gemma":[0.95736843,0.03727581,0.0024155257,0.00007044256,0.00060949085,0.0000024109847,0.00094730966,0.00067643827,0.0000819103,0.0002144133,0.00018107767,0.00015674181],"about_ca_topic_score_codex":0.000048117057,"about_ca_topic_score_gemma":0.000058949612,"teacher_disagreement_score":0.08030538,"about_ca_system_score_codex":0.00017046831,"about_ca_system_score_gemma":0.00097306713,"threshold_uncertainty_score":0.92103803},"labels":[],"label_agreement":null},{"id":"W1679921033","doi":"","title":"The \"Barbed Roman Blinds\" technique: a step forward.","year":2013,"lang":"it","type":"letter","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Thread (computing); Soft palate; Surgery; Soft tissue; Computer science","score_opus":0.023330812068839066,"score_gpt":0.2635244598572698,"score_spread":0.24019364778843072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1679921033","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049217786,0.006169643,0.0023073463,0.7501296,0.007816407,0.07568785,0.00036476343,0.00096154417,0.1516411],"genre_scores_gemma":[0.15370272,0.001368417,0.00211576,0.12125902,0.040743094,0.32203847,0.0011093564,0.0018196421,0.3558435],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9886951,0.0009248194,0.0013552739,0.0016340542,0.0031926155,0.0041981596],"domain_scores_gemma":[0.99261993,0.0015601225,0.0006639973,0.0032365243,0.0009648133,0.00095463305],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0029416487,0.0012086261,0.0014503717,0.0007836173,0.00077562884,0.00062784104,0.0022804234,0.0020763031,0.0010257927],"category_scores_gemma":[0.0023141871,0.000808862,0.00079876755,0.0011187202,0.0013905027,0.0002793734,0.0010614445,0.007142028,0.0018732018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025135,0.00013845196,0.0012687966,0.00054005295,0.0014893113,0.000512609,0.000073248426,1.10541905e-7,0.00013122417,0.00024333628,0.61974245,0.37560907],"study_design_scores_gemma":[0.002553614,0.00019154245,0.061169777,0.00011260819,0.00064170646,0.00017024539,0.00014493764,0.00013471594,0.0011481033,0.00036079824,0.9325366,0.0008353269],"about_ca_topic_score_codex":0.00038177127,"about_ca_topic_score_gemma":0.0000329108,"teacher_disagreement_score":0.62887055,"about_ca_system_score_codex":0.0014196172,"about_ca_system_score_gemma":0.00019410538,"threshold_uncertainty_score":0.9998874},"labels":[],"label_agreement":null},{"id":"W1695518268","doi":"10.1113/jphysiol.2009.180190","title":"Broken sleep: a new chronic intermittent hypoxia model for obstructive sleep apnoea","year":2009,"lang":"en","type":"letter","venue":"The Journal of Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Medicine; Intermittent hypoxia; Hypoxia (environmental); Risk factor; Cardiology; Disease; Hypercapnia; Overweight; Internal medicine; Obesity; Stroke (engine); Myocardial infarction; Vasoconstriction; Vascular disease; Obstructive sleep apnea; Cardiorespiratory fitness","score_opus":0.031753390887335475,"score_gpt":0.3055665251397193,"score_spread":0.27381313425238385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1695518268","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13543108,0.0056975735,0.030371152,0.8203111,0.0031424537,0.004023426,0.00016164534,0.0000787342,0.00078281725],"genre_scores_gemma":[0.43476793,0.0008206612,0.009323025,0.4641014,0.08021223,0.00008639766,0.00030017237,0.0006129511,0.009775213],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964205,0.00038216126,0.0010205768,0.00043018628,0.0007565801,0.0009899673],"domain_scores_gemma":[0.9961295,0.00070351356,0.0012057751,0.00084543234,0.0008727888,0.00024299168],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00051132415,0.0005866416,0.0015996572,0.00047449977,0.00013642985,0.000021787158,0.0011671036,0.00083032245,0.00019250979],"category_scores_gemma":[0.0003079783,0.00036811453,0.000906533,0.00020633936,0.00046407658,0.00014085039,0.00021623852,0.004655577,0.000047492584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003095094,0.0001578301,0.00001170839,0.0005152835,0.0031615838,0.00021443372,0.00088275864,0.002149988,0.22459783,0.000059524205,0.6987835,0.06637045],"study_design_scores_gemma":[0.04682964,0.03762576,0.037025828,0.0022456269,0.014858599,0.016146272,0.00083809264,0.28137282,0.022550888,0.12456638,0.4119117,0.0040284046],"about_ca_topic_score_codex":0.000023241613,"about_ca_topic_score_gemma":0.000004632429,"teacher_disagreement_score":0.3562097,"about_ca_system_score_codex":0.0010203668,"about_ca_system_score_gemma":0.00055641925,"threshold_uncertainty_score":0.9998771},"labels":[],"label_agreement":null},{"id":"W1704750114","doi":"10.1513/annalsats.201411-512oc","title":"Utility of Technologist Editing of Polysomnography Scoring Performed by a Validated Automatic System","year":2015,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Research Manitoba","funders":"","keywords":"Polysomnography; Intraclass correlation; Medicine; Computer science; Wakefulness; Artificial intelligence; Natural language processing; Electroencephalography; Psychometrics","score_opus":0.12633320686106372,"score_gpt":0.41385273829023633,"score_spread":0.28751953142917264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1704750114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99746555,0.00034617833,0.00030108096,0.00073820294,0.000069541726,0.00043233452,0.00006709089,0.000094943214,0.0004850581],"genre_scores_gemma":[0.99748284,0.000021552923,0.0023555986,0.000052504543,0.00003355826,0.000013376792,0.000005934654,0.00002161554,0.000012998734],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99769145,0.00020570411,0.00059863203,0.00024766565,0.00089026935,0.00036627558],"domain_scores_gemma":[0.99702805,0.00015426212,0.0010771732,0.00081903994,0.0007895288,0.00013191406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001426749,0.00016909206,0.00075464806,0.00009701129,0.00006792975,0.000006118243,0.0004558168,0.00007680186,0.0000074117497],"category_scores_gemma":[0.0008108222,0.00011951807,0.0005259393,0.0018360844,0.0023186489,0.0000801424,0.00026577202,0.0003218951,0.0000013103465],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032163953,0.00046665603,0.7825208,0.0026117184,0.0012383255,0.0000019346041,0.0019938464,0.000006021266,0.11388959,0.000041076935,0.0032270967,0.09368131],"study_design_scores_gemma":[0.0005379969,0.0005424559,0.09905449,0.0006159537,0.00018732765,0.000017273182,0.041662786,0.010745736,0.84640634,0.00005314648,0.000035197518,0.00014130307],"about_ca_topic_score_codex":0.0006882603,"about_ca_topic_score_gemma":0.000002010557,"teacher_disagreement_score":0.73251677,"about_ca_system_score_codex":0.000039873612,"about_ca_system_score_gemma":0.00011375614,"threshold_uncertainty_score":0.8543159},"labels":[],"label_agreement":null},{"id":"W171702876","doi":"","title":"[Association between inflammation and cognitive function and effects of continuous positive airway pressure treatment in obstructive sleep apnea hypopnea syndrome].","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; Continuous positive airway pressure; Montreal Cognitive Assessment; Polysomnography; Hypopnea; Internal medicine; Body mass index; Gastroenterology; Sleep apnea; Apnea–hypopnea index; Apnea; Cognitive impairment; Disease","score_opus":0.007095926399381761,"score_gpt":0.22121223431621082,"score_spread":0.21411630791682906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W171702876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950268,0.00036523354,0.00041333222,0.0002554428,0.00008869474,0.0031934502,0.000036744226,0.000027697355,0.0005925775],"genre_scores_gemma":[0.9986259,0.000012022961,0.00004184799,0.000010159159,0.00012232285,0.00094858214,0.000059960643,0.00002154849,0.00015770031],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998362,0.0003039311,0.00028372084,0.00035589526,0.00034631565,0.0003481056],"domain_scores_gemma":[0.998087,0.0011677189,0.00022738891,0.00011142371,0.00025125363,0.00015522743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039742264,0.00019049383,0.0005084146,0.00027024024,0.000055220593,0.000023355797,0.00002960603,0.00017951624,0.0000032889102],"category_scores_gemma":[0.0010643082,0.00017262074,0.000045438883,0.0002241626,0.0001161309,0.00021250619,0.000044572404,0.00017937917,0.000002119893],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031800976,0.0000503114,0.5281411,0.0001702193,0.0008081497,0.000007213614,0.00045417357,7.875756e-7,0.00059134397,0.00004923759,6.8985196e-7,0.46940875],"study_design_scores_gemma":[0.0059568975,0.0008230319,0.971693,0.000051664218,0.0012494902,0.000014221071,0.0001773951,0.00023116224,0.019341912,0.00030782627,0.000026160991,0.00012728642],"about_ca_topic_score_codex":0.0001223926,"about_ca_topic_score_gemma":0.000023745331,"teacher_disagreement_score":0.46928146,"about_ca_system_score_codex":0.00022269598,"about_ca_system_score_gemma":0.000009601773,"threshold_uncertainty_score":0.7039269},"labels":[],"label_agreement":null},{"id":"W1723882147","doi":"10.1111/jsm.12983","title":"Sexual Dysfunction in Patients with Obstructive Sleep Apnea: A Systematic Review and Meta-Analysis","year":2015,"lang":"en","type":"review","venue":"The Journal of Sexual Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Obstructive sleep apnea; Sexual dysfunction; Meta-analysis; Erectile dysfunction; Relative risk; Female sexual dysfunction; Incidence (geometry); Cohort study; Cochrane Library; Internal medicine; Confidence interval; Observational study","score_opus":0.08660216576370285,"score_gpt":0.3628657321700632,"score_spread":0.27626356640636035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1723882147","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002462237,0.9949025,0.00009813052,0.00048589087,0.0000977214,0.0040747174,0.000030045943,0.000008919625,0.00005584468],"genre_scores_gemma":[0.0007497875,0.9979087,0.000120367506,0.00032667912,0.00027658927,0.00010394554,0.00007639517,0.000102960876,0.0003345666],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9922192,0.0019515463,0.0025902677,0.00040221063,0.0024309605,0.00040580434],"domain_scores_gemma":[0.9929776,0.0009543241,0.002941296,0.00089214084,0.00179145,0.00044315142],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0061229086,0.000717673,0.01416834,0.0013783781,0.000066061584,0.00001548117,0.00045562102,0.000215327,0.00019653808],"category_scores_gemma":[0.0018385298,0.0002772014,0.0002493512,0.0026697577,0.0005110941,0.00019549395,0.00012920535,0.001728894,0.000011024961],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031448805,0.00018600085,0.00009239626,0.73006916,0.24804932,0.000098868535,0.00050363416,0.0000020199964,3.6446662e-7,0.0000051602465,0.00013914044,0.020539468],"study_design_scores_gemma":[0.0019203606,0.0060361316,0.00021069331,0.023049304,0.9659829,0.0007989964,0.0007778603,0.0000056441577,3.7621408e-8,0.000007535721,0.000979374,0.00023114067],"about_ca_topic_score_codex":0.00004599514,"about_ca_topic_score_gemma":0.000017330378,"teacher_disagreement_score":0.7179336,"about_ca_system_score_codex":0.00051135727,"about_ca_system_score_gemma":0.0001860902,"threshold_uncertainty_score":0.999968},"labels":[],"label_agreement":null},{"id":"W1749360639","doi":"10.1016/j.ijporl.2015.07.009","title":"Systematic review and meta-analysis of randomized controlled trials on the role of mometasone in adenoid hypertrophy in children","year":2015,"lang":"en","type":"review","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Hospital; University of Ottawa","funders":"","keywords":"Medicine; Mometasone furoate; Randomized controlled trial; Otitis; Adenoid; Adenoid hypertrophy; Meta-analysis; Cochrane Library; Adenoidectomy; Internal medicine; Pediatrics; Surgery; Tonsillectomy; Corticosteroid","score_opus":0.06423199998604841,"score_gpt":0.3831468731982426,"score_spread":0.3189148732121942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1749360639","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018403961,0.99046963,0.000005640038,0.00032352944,0.00010413095,0.0070476853,0.0001405548,0.0000020174132,0.000066414825],"genre_scores_gemma":[0.007778638,0.99140584,0.00007171193,0.0000771898,0.00021206189,0.00037228546,0.000028255045,0.00002709237,0.000026910118],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9781273,0.011445006,0.008233605,0.00029224542,0.0016873465,0.00021451185],"domain_scores_gemma":[0.9743062,0.013690586,0.009925016,0.00040426193,0.0015587161,0.00011522385],"candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030227115,0.0004403371,0.045293212,0.0057447664,0.000009161595,0.000016355392,0.0008417589,0.00028188783,0.0002889791],"category_scores_gemma":[0.03887578,0.0001958115,0.008600794,0.0013726,0.0001704855,0.00007834332,0.00013642538,0.0009861287,0.0000039027873],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012251424,0.00061717595,0.00087682065,0.06378545,0.92079556,0.000103337996,0.000071142225,0.000006355323,0.0000024392032,0.0006905427,0.000025607967,0.00077416137],"study_design_scores_gemma":[0.04573378,0.00021127006,0.000091854556,0.0038747329,0.9494205,0.00031847923,0.000013282751,0.000022485665,9.204698e-7,0.00011693852,0.00007305144,0.0001226868],"about_ca_topic_score_codex":0.00006274808,"about_ca_topic_score_gemma":0.0000032478686,"teacher_disagreement_score":0.059910715,"about_ca_system_score_codex":0.00023541512,"about_ca_system_score_gemma":0.00037500818,"threshold_uncertainty_score":0.9985853},"labels":[],"label_agreement":null},{"id":"W1757018687","doi":"10.1016/j.ijcha.2015.05.002","title":"Histology of human right atrial tissue in patients with high-risk obstructive sleep apnea: More work needed","year":2015,"lang":"en","type":"article","venue":"IJC Heart & Vasculature","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University; Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Obstructive sleep apnea; Work (physics); Pathology; Intensive care medicine; Cardiology; Engineering","score_opus":0.01126079709217099,"score_gpt":0.27621481264137887,"score_spread":0.2649540155492079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1757018687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99667203,0.0005341479,0.00003450408,0.00055039756,0.00050375133,0.001339994,0.000032528413,0.00005616549,0.00027646546],"genre_scores_gemma":[0.9965711,0.0000014854148,0.002620866,0.00007287182,0.00040920582,0.000022409811,0.00014254903,0.00006841368,0.0000910791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967797,0.00033380275,0.0004976036,0.0006354296,0.0011228041,0.0006306783],"domain_scores_gemma":[0.99771774,0.00010398634,0.00018931869,0.00083054026,0.0007464058,0.00041199577],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003832843,0.0003544568,0.0010048344,0.0004163669,0.000096184136,0.000015354959,0.00021317179,0.0004985013,0.00016322914],"category_scores_gemma":[0.00036264007,0.00027296937,0.00020755864,0.0009999366,0.0004940929,0.00016260383,0.0001295056,0.0011679018,0.0000399668],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034349905,0.0004162218,0.9873989,0.00007726886,0.00059030025,0.00010865549,0.0019407081,0.00015817095,0.00053784176,0.00025399704,0.00087341457,0.004209501],"study_design_scores_gemma":[0.015748775,0.0013786657,0.97781986,0.0000689013,0.0002663701,0.000020814705,0.00031245733,0.00002094373,0.001652728,0.0003320894,0.002090399,0.0002880198],"about_ca_topic_score_codex":0.0009966544,"about_ca_topic_score_gemma":0.000118942466,"teacher_disagreement_score":0.012313783,"about_ca_system_score_codex":0.00042814063,"about_ca_system_score_gemma":0.00009351099,"threshold_uncertainty_score":0.9999722},"labels":[],"label_agreement":null},{"id":"W1758826571","doi":"10.1016/j.cjca.2015.01.029","title":"Assessment of Right Ventricular Function in Obstructive Sleep Apnea Syndrome and Effects of Continuous Positive Airway Pressure Therapy: A Pilot Study","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Ejection fraction; Internal medicine; Obstructive sleep apnea; Continuous positive airway pressure; Speckle tracking echocardiography; Pulmonary hypertension; Apnea–hypopnea index; Heart failure; Polysomnography; Apnea","score_opus":0.01284690547793645,"score_gpt":0.2657215407585631,"score_spread":0.25287463528062665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1758826571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940913,0.0030043602,0.00073456386,0.000077176155,0.00042894992,0.0009135273,0.000017993481,0.0000019101947,0.00073024107],"genre_scores_gemma":[0.99974287,0.000009382086,0.000080350466,0.000015174725,0.000111612775,0.0000115174025,0.0000029711764,0.00001584731,0.0000102564245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980684,0.0006942674,0.0004397182,0.0001845534,0.0003241233,0.00028893875],"domain_scores_gemma":[0.99799234,0.000206978,0.00029187402,0.00018272639,0.0008409223,0.00048515867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074608944,0.00014795437,0.0009745593,0.0006598587,0.000027538808,0.000006486284,0.00011450497,0.0000896451,0.000008191074],"category_scores_gemma":[0.0002884427,0.00011934347,0.000093844545,0.0002808451,0.00027210408,0.00008809592,0.000021528469,0.0004214684,4.042354e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008561916,0.0001047183,0.9841795,0.00008805953,0.002564119,0.0057828045,0.0005216328,0.0003623125,0.0023065528,0.00013178018,0.00004185869,0.0030604727],"study_design_scores_gemma":[0.00680683,0.021798756,0.9670014,0.00006503968,0.00037015232,0.0019280984,0.00095580553,0.000034798548,0.0006330569,0.00013858192,0.00018227233,0.00008525146],"about_ca_topic_score_codex":0.0014792217,"about_ca_topic_score_gemma":0.0003976021,"teacher_disagreement_score":0.021694038,"about_ca_system_score_codex":0.0002468426,"about_ca_system_score_gemma":0.00051728677,"threshold_uncertainty_score":0.48666856},"labels":[],"label_agreement":null},{"id":"W176806208","doi":"10.1089/met.2013.0093","title":"Neck Circumference Is a Predictor of Metabolic Syndrome and Obstructive Sleep Apnea in Short-Sleeping Obese Men and Women","year":2014,"lang":"en","type":"article","venue":"Metabolic Syndrome and Related Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; NIH Clinical Center; National Institutes of Health","keywords":"Medicine; Metabolic syndrome; Obstructive sleep apnea; Internal medicine; Body mass index; Adiponectin; Obesity; Waist; Endocrinology; Insulin resistance","score_opus":0.007912552636130579,"score_gpt":0.24093640011791675,"score_spread":0.23302384748178617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W176806208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9764414,0.019539697,0.00005874204,0.00029572056,0.00012985375,0.0010037826,0.00003100884,0.000057844572,0.0024419925],"genre_scores_gemma":[0.99510086,0.004251369,0.00023202256,0.000059528316,0.000016038373,0.000121942925,0.000014756358,0.00006784855,0.00013562308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99649405,0.000275827,0.0007870985,0.00094534754,0.000614232,0.0008834546],"domain_scores_gemma":[0.99847394,0.0001947147,0.0001354131,0.00052881683,0.00011951709,0.00054760504],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007049111,0.00048934185,0.0015316664,0.00089843903,0.00014953435,0.00004329556,0.00020115837,0.00038549711,0.00018520471],"category_scores_gemma":[0.00036017678,0.00043243583,0.00010721706,0.0011090852,0.00087450014,0.00037192128,0.00028160348,0.0007146249,0.000010355405],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003291028,0.0004448394,0.8282072,0.00078193116,0.0023983887,0.00015809677,0.017683089,0.000014932715,0.0032803046,0.002986882,0.0000065750933,0.14370866],"study_design_scores_gemma":[0.004936032,0.00047753274,0.97996825,0.00015473434,0.00041045406,0.0013884258,0.0026369714,0.0053322013,0.0002031035,0.0035628695,0.0004918042,0.00043762912],"about_ca_topic_score_codex":0.00030907997,"about_ca_topic_score_gemma":0.000013431389,"teacher_disagreement_score":0.15176105,"about_ca_system_score_codex":0.000040729414,"about_ca_system_score_gemma":0.00004707129,"threshold_uncertainty_score":0.9998127},"labels":[],"label_agreement":null},{"id":"W177082416","doi":"10.5664/jcsm.27938","title":"Does Snoring Intensity Correlate with the Severity of Obstructive Sleep Apnea?","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Intensity (physics); Body mass index; Apnea; Sleep apnea; Apnea–hypopnea index; Internal medicine; Cohort; Cardiology; Anesthesia","score_opus":0.03296516875736527,"score_gpt":0.3661862636537318,"score_spread":0.33322109489636653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W177082416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977186,0.00009473544,0.0018356591,0.015507682,0.0037516006,0.00038383933,0.0000037859068,0.000016357462,0.0012203117],"genre_scores_gemma":[0.99427694,0.000042690095,0.0019255714,0.0005822429,0.0030044387,0.0000026570074,0.0000019299264,0.00003429513,0.00012925774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99531907,0.00027167812,0.0020036534,0.0003302429,0.0016508643,0.00042447765],"domain_scores_gemma":[0.9916799,0.0025090254,0.0017194384,0.00068547897,0.0027619326,0.0006442234],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005057015,0.00028304022,0.0016973394,0.0002065322,0.00011806347,0.000011369157,0.0005303791,0.00028841099,0.00047242147],"category_scores_gemma":[0.008851482,0.00010695382,0.0003916113,0.00050491514,0.0026121365,0.00020780122,0.00016816558,0.004395474,0.000009711046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010426481,0.00061177387,0.72078574,0.00014126408,0.0016690189,0.00063881365,0.0009600469,0.000013154106,0.0064876564,0.00035253793,0.0003978933,0.2575156],"study_design_scores_gemma":[0.008066958,0.003692905,0.9768535,0.0002251813,0.0009583776,0.0014340508,0.001764193,0.00095236243,0.0022904377,0.00066019216,0.0029369092,0.00016492188],"about_ca_topic_score_codex":0.00005683901,"about_ca_topic_score_gemma":0.000054625052,"teacher_disagreement_score":0.25735068,"about_ca_system_score_codex":0.000053560892,"about_ca_system_score_gemma":0.000119073404,"threshold_uncertainty_score":0.99949735},"labels":[],"label_agreement":null},{"id":"W1775309191","doi":"10.1016/j.smrv.2015.07.002","title":"The effect of treating obstructive sleep apnea with positive airway pressure on depression and other subjective symptoms: A systematic review and meta-analysis","year":2015,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Obstructive sleep apnea; Depression (economics); Medicine; Continuous positive airway pressure; Meta-analysis; Airway; Positive airway pressure; Sleep (system call); Sleep apnea; Internal medicine; Anesthesia","score_opus":0.03927949537290182,"score_gpt":0.3638282104889971,"score_spread":0.3245487151160953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1775309191","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007557123,0.97339183,0.000075634045,0.0001414056,0.000043235817,0.024669304,0.00015104019,0.00003450992,0.001485486],"genre_scores_gemma":[0.00012268095,0.99490845,0.00008170725,0.0001459991,0.000114367154,0.0040438087,0.00007736301,0.00015789847,0.000347745],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9862824,0.0072065457,0.0026877325,0.0015048991,0.0016603353,0.00065807224],"domain_scores_gemma":[0.9885456,0.0047979485,0.003362423,0.0020545241,0.0006759193,0.0005636059],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.007279812,0.0016264137,0.024910547,0.0007146279,0.00026093455,0.000038714395,0.0004966469,0.00037009857,0.00010141214],"category_scores_gemma":[0.0044744606,0.0006011641,0.002140886,0.0022878102,0.0011030476,0.00011781169,0.00024746757,0.0012668406,0.000016330729],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013560306,0.000033418546,0.00009366485,0.64911765,0.18285376,0.000022002752,0.00022459596,2.8210616e-7,2.904293e-7,0.000029628503,0.000029058996,0.16746004],"study_design_scores_gemma":[0.001007139,0.002638956,0.000013428142,0.168231,0.8036645,0.00033292378,0.000072314266,0.000027621876,0.0000048428187,0.0000032393755,0.02360704,0.00039700852],"about_ca_topic_score_codex":0.00007681528,"about_ca_topic_score_gemma":0.000019185389,"teacher_disagreement_score":0.62081075,"about_ca_system_score_codex":0.00024292989,"about_ca_system_score_gemma":0.00006573779,"threshold_uncertainty_score":0.99964833},"labels":[],"label_agreement":null},{"id":"W1776475095","doi":"10.1016/j.sleep.2015.08.020","title":"Treatment of sleep apnea in chronic heart failure patients with auto-servo ventilation improves sleep fragmentation: a randomized controlled trial","year":2015,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Actigraphy; Polysomnography; Central sleep apnea; Heart failure; Sleep apnea; Randomized controlled trial; Ejection fraction; Obstructive sleep apnea; Cardiology; Anesthesia; Internal medicine; Apnea; Circadian rhythm","score_opus":0.01474796512236309,"score_gpt":0.2950355181132773,"score_spread":0.2802875529909142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1776475095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796308,0.0011242528,0.00080132217,0.002613773,0.00070213136,0.014475741,0.000009778952,0.00006809392,0.0005740877],"genre_scores_gemma":[0.99643534,0.0000147349665,0.0008309357,0.00007468598,0.00073475385,0.0013688349,0.00032591922,0.00006016519,0.00015461628],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9951688,0.0005546881,0.0014331203,0.0005945716,0.0016796252,0.00056919566],"domain_scores_gemma":[0.99709463,0.0005433404,0.0005687369,0.00058903603,0.0007754838,0.00042879785],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011792536,0.00047355084,0.0030142993,0.0006837619,0.00006323375,0.00001581957,0.00014581392,0.00019209714,0.00036796325],"category_scores_gemma":[0.0009418422,0.0002884901,0.0003250819,0.00071743445,0.0005626007,0.00022429471,0.000041305135,0.0002682745,0.000026971351],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96571565,0.0015191069,0.018721752,0.00012056641,0.0010429353,0.000030095656,0.0014774764,0.00015391564,0.0022420054,0.0000810451,0.00006421781,0.008831248],"study_design_scores_gemma":[0.9542039,0.014636326,0.0116284285,0.00013827563,0.0010587394,0.000008657468,0.00055360264,0.016106088,0.0010420181,0.00006281146,0.00034448065,0.00021669101],"about_ca_topic_score_codex":0.00025472877,"about_ca_topic_score_gemma":0.000091618844,"teacher_disagreement_score":0.016804535,"about_ca_system_score_codex":0.0012910629,"about_ca_system_score_gemma":0.00022211527,"threshold_uncertainty_score":0.9999567},"labels":[],"label_agreement":null},{"id":"W1781068905","doi":"10.1096/fasebj.28.1_supplement.1156.13","title":"The effect of sitting and calf exercise on fluid accumulation below the knees (1156.13)","year":2014,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Sitting; Supine position; Medicine; Bioelectrical impedance analysis; Body fluid; Calf muscle; Physical therapy; Anesthesia; Internal medicine; Body mass index; Pathology","score_opus":0.018364572782758905,"score_gpt":0.30960058508475075,"score_spread":0.29123601230199186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1781068905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99600184,0.0004694495,0.00019697721,0.0021720463,0.00015572566,0.0003735184,0.000001343978,0.000008843041,0.0006202673],"genre_scores_gemma":[0.9993287,0.00007928157,0.000028656385,0.000053594078,0.00037381944,0.0000059848453,9.633783e-7,0.000015929805,0.000113082126],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983429,0.00053153,0.00022426016,0.00010204676,0.0005534603,0.0002458445],"domain_scores_gemma":[0.9972303,0.002110774,0.00014141682,0.00031699322,0.00010747429,0.00009305554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032083176,0.00011381322,0.00019369529,0.000056473287,0.0007007789,0.000073222,0.00020842941,0.000042400305,0.00002951419],"category_scores_gemma":[0.0010599466,0.00004244437,0.00008850047,0.000127665,0.00026243948,0.000058526628,0.00007306282,0.0005593061,0.0000146694965],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002562724,0.00004303735,0.102035284,0.00008917601,0.00024035468,0.000016392312,0.0019616378,0.00037625278,0.28142354,0.0003523397,0.000355294,0.61054397],"study_design_scores_gemma":[0.0055529643,0.0031174147,0.3251258,0.000556528,0.00050194515,0.00053728785,0.001329575,0.03991174,0.6215982,0.00093393255,0.00064017496,0.00019444793],"about_ca_topic_score_codex":0.000019607702,"about_ca_topic_score_gemma":0.000004092232,"teacher_disagreement_score":0.61034954,"about_ca_system_score_codex":0.000044696273,"about_ca_system_score_gemma":0.000015559697,"threshold_uncertainty_score":0.53898954},"labels":[],"label_agreement":null},{"id":"W1793595584","doi":"10.1155/2007/592570","title":"Directives de la Société Canadienne de Thoracologie: Diagnostic et Traitement des Troubles Respiratoires du Sommeil de L’Adulte","year":2007,"lang":"fr","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Stornoway Diamond (Canada)","funders":"","keywords":"Medicine; Gynecology; Humanities","score_opus":0.029214184701876752,"score_gpt":0.34175576015789055,"score_spread":0.3125415754560138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1793595584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93880826,0.04041943,0.002852814,0.0048111994,0.0013897859,0.00066657725,0.00019768829,0.00005715465,0.010797078],"genre_scores_gemma":[0.98205006,0.0014541254,0.0025550434,0.008902434,0.0041614077,0.000062138744,0.0000054562315,0.00018723856,0.00062209624],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9882203,0.003969245,0.0010266671,0.00065051724,0.00066047464,0.00547284],"domain_scores_gemma":[0.98356533,0.0061328313,0.00036673128,0.00048665574,0.0007647309,0.008683703],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.019563911,0.0006581389,0.00074065867,0.0013923867,0.001583965,0.0004934785,0.0007781039,0.00082017423,0.0015518083],"category_scores_gemma":[0.020134004,0.0006988151,0.00039052698,0.0008266015,0.0023551625,0.0005259201,0.00009983006,0.0031011966,0.000053476615],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00043952308,0.00048683002,0.4367107,0.00028628513,0.00084358675,0.030748043,0.008407529,0.00030006486,0.011248992,0.005915061,0.0071669947,0.49744642],"study_design_scores_gemma":[0.004850975,0.0011156845,0.66818786,0.0008339186,0.00038709884,0.0034322725,0.0128178485,0.00017098634,0.0063543795,0.0033515205,0.29781255,0.0006849089],"about_ca_topic_score_codex":0.13691048,"about_ca_topic_score_gemma":0.775468,"teacher_disagreement_score":0.6385575,"about_ca_system_score_codex":0.031301957,"about_ca_system_score_gemma":0.018206852,"threshold_uncertainty_score":0.99971586},"labels":[],"label_agreement":null},{"id":"W1805378532","doi":"10.1007/s12630-012-9694-8","title":"Health effects of identifying patients with undiagnosed obstructive sleep apnea in the preoperative clinic: a follow-up study","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"University Health Network Foundation; University of Toronto; Physicians' Services Incorporated Foundation","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Polysomnography; Physical therapy; Sleep apnea; Sleep study; Apnea; Internal medicine","score_opus":0.018809948239686458,"score_gpt":0.2847685367802722,"score_spread":0.26595858854058574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1805378532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952629,0.0011693024,0.000019685265,0.0013231896,0.0004635576,0.0016498953,0.000005669767,0.0000040515256,0.000101747784],"genre_scores_gemma":[0.9990766,0.000014232255,0.00025602093,0.00013262853,0.00038071626,0.000019655661,0.0000059183317,0.000069810085,0.000044396882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942762,0.0012303409,0.001349728,0.00028364814,0.0014137052,0.0014463473],"domain_scores_gemma":[0.9937869,0.0006146258,0.0012186677,0.00042832462,0.0013554478,0.00259607],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032846893,0.00043229866,0.0012206961,0.0014129931,0.00048096885,0.0001429253,0.0007169254,0.00014850966,0.000082343344],"category_scores_gemma":[0.00096402824,0.00028806625,0.00028089216,0.0012191641,0.00033346354,0.00081220234,0.000016780623,0.0017215633,0.000008461915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068985973,0.00054583023,0.8913892,0.00014447776,0.00041985456,0.072528206,0.029952561,0.000011400858,0.000003961371,0.000048826176,0.0001455231,0.0041203015],"study_design_scores_gemma":[0.0068733646,0.0066101435,0.78393006,0.00036826372,0.00024805023,0.18684156,0.014753803,0.0000046180685,0.000038359827,0.000027473106,0.00008054925,0.0002237391],"about_ca_topic_score_codex":0.010130224,"about_ca_topic_score_gemma":0.028755866,"teacher_disagreement_score":0.11431336,"about_ca_system_score_codex":0.0016836106,"about_ca_system_score_gemma":0.0029237466,"threshold_uncertainty_score":0.99995714},"labels":[],"label_agreement":null},{"id":"W1808469184","doi":"10.1164/rccm.201504-0677ed","title":"Adolescent Obesity, Adenotonsillar Hypertrophy, and Obstructive Sleep Apnea","year":2015,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Obesity; Sleep apnea; Muscle hypertrophy; Apnea; Pediatrics; Cardiology; Internal medicine; Intensive care medicine","score_opus":0.02674950855554557,"score_gpt":0.3174749688294826,"score_spread":0.29072546027393703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1808469184","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4326688,0.078045264,0.0004004921,0.48463798,0.0015387137,0.00097469834,0.00010715184,0.00005752797,0.0015693652],"genre_scores_gemma":[0.7280609,0.00018202368,0.0006061168,0.26193458,0.009054357,0.0000089641035,0.000016397007,0.000112223,0.000024449811],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99512196,0.0006420944,0.0009281134,0.00060139026,0.0020130407,0.0006934098],"domain_scores_gemma":[0.9941957,0.0007272275,0.0004063446,0.00046499528,0.0030577474,0.0011480118],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00065055455,0.0005762552,0.0020399003,0.0006792738,0.00014712295,0.000041526215,0.00026898232,0.00042846685,0.00008266438],"category_scores_gemma":[0.0027872548,0.00041704264,0.00019814946,0.00040863585,0.0063355314,0.00014519402,0.00021023111,0.0043608667,0.000005646385],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037009197,0.0003352998,0.09278899,0.006528923,0.0015215247,0.058709573,0.004515223,7.276748e-7,0.002838411,0.0003140986,0.22564702,0.6030993],"study_design_scores_gemma":[0.009048484,0.04991447,0.039911047,0.0029504965,0.0046638907,0.017022474,0.030497586,0.000022646527,0.0005334209,0.00061112223,0.8434353,0.0013890847],"about_ca_topic_score_codex":0.000025019612,"about_ca_topic_score_gemma":0.0000011869232,"teacher_disagreement_score":0.61778826,"about_ca_system_score_codex":0.0003548059,"about_ca_system_score_gemma":0.00030162823,"threshold_uncertainty_score":0.99982816},"labels":[],"label_agreement":null},{"id":"W1819312630","doi":"10.1007/s11325-015-1262-3","title":"Elevated low-density lipoprotein cholesterol is independently associated with obstructive sleep apnea: evidence from a large-scale cross-sectional study","year":2015,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Internal medicine; Odds ratio; Obstructive sleep apnea; Epworth Sleepiness Scale; Confounding; Dyslipidemia; Body mass index; Logistic regression; Endocrinology; Cross-sectional study; Apolipoprotein B; Risk factor; Lipid profile; Cholesterol; Polysomnography; Obesity; Apnea; Pathology","score_opus":0.032229083920105664,"score_gpt":0.3040206476136853,"score_spread":0.27179156369357965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1819312630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963811,0.00015601878,0.0011550079,0.00014770697,0.00024495058,0.0015056526,0.0001047015,0.00017158942,0.00013326251],"genre_scores_gemma":[0.9987305,0.0000020044597,0.00045978787,0.00017325828,0.00027132343,0.00007813072,0.000068451256,0.00006454319,0.00015204375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955293,0.00031194097,0.0005176314,0.0011069372,0.0018174561,0.0007167274],"domain_scores_gemma":[0.99724007,0.00023740435,0.00025397135,0.00056255306,0.0011205369,0.00058547547],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001288899,0.00042872503,0.00062745326,0.00022839202,0.00041559964,0.0003292732,0.00024887052,0.0003156672,0.00009988796],"category_scores_gemma":[0.0007491352,0.0003560167,0.000103347425,0.00056252675,0.00025654034,0.0008175059,0.00035878082,0.0010964357,0.0000509993],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014324082,0.00079925946,0.9795816,0.000027798938,0.0008826916,0.00033747446,0.010762346,0.000012595562,0.0024457008,0.0000023842235,0.000005223601,0.0037105058],"study_design_scores_gemma":[0.009005853,0.0010103291,0.9740151,0.0001888211,0.00024105774,0.00014663549,0.004064654,0.005005059,0.005844685,0.00011888724,0.0000035826881,0.00035529412],"about_ca_topic_score_codex":0.0033936058,"about_ca_topic_score_gemma":0.0008309147,"teacher_disagreement_score":0.007573445,"about_ca_system_score_codex":0.00053790887,"about_ca_system_score_gemma":0.00009258172,"threshold_uncertainty_score":0.9998892},"labels":[],"label_agreement":null},{"id":"W1819350722","doi":"10.1111/j.1542-4758.2012.00729.x","title":"Obstructive sleep apnea in incremental hemodialysis: Determinants, consequences, and impact on survival","year":2012,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Hemodialysis; Body mass index; Cardiology; Internal medicine; Ambulatory blood pressure; Sleep apnea; Brain natriuretic peptide; Blood pressure; Ambulatory; Dialysis; Apnea; Apnea–hypopnea index; Sleep disorder; Hypopnea; Polysomnography; Heart failure","score_opus":0.026708180540399307,"score_gpt":0.33212746719813707,"score_spread":0.30541928665773777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1819350722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927807,0.00013671527,0.00014551447,0.00041000865,0.0005441709,0.00033635413,0.000088964814,0.000032349948,0.0055252463],"genre_scores_gemma":[0.99821436,0.000024738105,0.0008381603,0.00013870692,0.0005071546,0.000057670033,0.00010896179,0.000031375865,0.00007889585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972352,0.0002019587,0.00048077162,0.00047375003,0.0010297665,0.0005785549],"domain_scores_gemma":[0.99872243,0.0002757112,0.00015203864,0.00031068292,0.00019622865,0.0003429201],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007434955,0.0003064667,0.00055139535,0.0007876501,0.00008130921,0.000061100014,0.00022280577,0.00014128171,0.0009156104],"category_scores_gemma":[0.00045124115,0.00025828174,0.00022953615,0.00042429767,0.00046432106,0.00040794388,0.00017054584,0.00039569713,0.00010818415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008151627,0.0003891515,0.94938743,0.000015130717,0.0005715183,0.000068497015,0.0004862965,0.000024828998,0.009782104,0.000726403,0.000023270877,0.03771023],"study_design_scores_gemma":[0.0035592008,0.00018326505,0.96370953,0.000040640854,0.00017549141,0.00020611551,0.00074274204,0.00784972,0.022730097,0.00030969697,0.00015749609,0.00033599787],"about_ca_topic_score_codex":0.00036024416,"about_ca_topic_score_gemma":0.00006522231,"teacher_disagreement_score":0.037374232,"about_ca_system_score_codex":0.00084473507,"about_ca_system_score_gemma":0.0000547276,"threshold_uncertainty_score":0.9999977},"labels":[],"label_agreement":null},{"id":"W1820715973","doi":"10.1016/j.smrv.2015.07.006","title":"Measurement properties of patient-reported outcome measures (PROMs) in adults with obstructive sleep apnea (OSA): A systematic review","year":2015,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Radboud Universitair Medisch Centrum","keywords":"Obstructive sleep apnea; Prom; Patient-reported outcome; Medicine; Checklist; Physical therapy; Quality of life (healthcare); Sleep apnea; Polysomnography; MEDLINE; Intensive care medicine; Apnea; Internal medicine; Psychology","score_opus":0.17742876832700305,"score_gpt":0.35559027212459426,"score_spread":0.17816150379759121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1820715973","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022974205,0.95311797,0.0000458237,0.00022528757,0.0004065683,0.045381367,0.000017507062,0.000089538335,0.00069293915],"genre_scores_gemma":[0.000636717,0.99074787,0.00021385668,0.00019079058,0.00023040772,0.0075561167,0.00009551772,0.00028301307,0.000045735625],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97647834,0.0037689721,0.01028763,0.0018454589,0.0063623185,0.001257273],"domain_scores_gemma":[0.9852082,0.0001377987,0.0064824764,0.0034566773,0.0037750767,0.0009397388],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.011342378,0.0021256874,0.023848709,0.001485093,0.00008401624,0.000020436117,0.0010320265,0.00054405926,0.00009571753],"category_scores_gemma":[0.017278833,0.0010842165,0.0014156217,0.0033638598,0.00074205763,0.00023996888,0.00031550942,0.00202837,0.00013900122],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014145975,0.00026171852,0.00008945933,0.6491978,0.001367462,0.00018662587,0.0004210101,7.7421674e-8,0.000002604079,0.0000101771075,0.00007606718,0.3482455],"study_design_scores_gemma":[0.0027509474,0.0014176302,0.000010056921,0.8794552,0.021379218,0.0010888346,0.00042046298,0.000008227507,0.0000063685115,0.0000040388804,0.09262827,0.00083076046],"about_ca_topic_score_codex":0.00019121902,"about_ca_topic_score_gemma":0.00009573164,"teacher_disagreement_score":0.34741473,"about_ca_system_score_codex":0.0025110678,"about_ca_system_score_gemma":0.0007109455,"threshold_uncertainty_score":0.9991608},"labels":[],"label_agreement":null},{"id":"W1820963502","doi":"10.1164/rccm.201507-1472rr","title":"The Different Clinical Faces of Obstructive Sleep Apnea (OSA), OSA in Older Adults as a Distinctly Different Physiological Phenotype, and the Impact of OSA on Cardiovascular Events after Coronary Artery Bypass Surgery","year":2015,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Cardiology; Internal medicine; Artery; Coronary artery bypass surgery; Sleep apnea","score_opus":0.0288755507018646,"score_gpt":0.33701831990884634,"score_spread":0.30814276920698175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1820963502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696281,0.015557101,0.00002142934,0.013672202,0.00041023537,0.0005779972,0.00009020252,0.0000057854068,0.000036963844],"genre_scores_gemma":[0.9910399,0.00036650518,0.000006653353,0.0068267346,0.0016441346,0.000044467146,0.000020015925,0.000048086295,0.0000035126106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99146503,0.0034147184,0.0018403574,0.0006009352,0.0020430465,0.0006359247],"domain_scores_gemma":[0.9887822,0.007985658,0.0007527172,0.00070612546,0.0012575027,0.000515745],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018892087,0.0006387537,0.0036853526,0.00031800635,0.00009572305,0.000016411856,0.00035161388,0.00036648376,0.000049802573],"category_scores_gemma":[0.00540104,0.00027240554,0.0011470601,0.00027987376,0.008936747,0.00007164776,0.00021074765,0.0033631586,9.2239185e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0596194,0.000910973,0.56584644,0.0015414737,0.006353315,0.0056616063,0.0028505407,0.0000027301937,0.00012303462,0.000041555875,0.004057932,0.352991],"study_design_scores_gemma":[0.0077530593,0.013093909,0.9696458,0.0016716217,0.0012979656,0.0003985558,0.005151791,0.000012172124,0.000031541327,0.00022607758,0.00042596113,0.00029154925],"about_ca_topic_score_codex":0.00009415977,"about_ca_topic_score_gemma":0.000006218423,"teacher_disagreement_score":0.40379938,"about_ca_system_score_codex":0.00021096048,"about_ca_system_score_gemma":0.00019270132,"threshold_uncertainty_score":0.9999728},"labels":[],"label_agreement":null},{"id":"W1823644161","doi":"10.1111/jsr.12358","title":"An observational study of the effectiveness of alternative care providers in the management of obstructive sleep apnea","year":2015,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Epworth Sleepiness Scale; Obstructive sleep apnea; Medicine; Continuous positive airway pressure; Positive airway pressure; Observational study; Excessive daytime sleepiness; Sleep apnea; Physical therapy; Patient satisfaction; Airway; Intensive care medicine; Apnea; Sleep disorder; Internal medicine; Polysomnography; Insomnia; Nursing; Anesthesia; Psychiatry","score_opus":0.161899599284231,"score_gpt":0.43413610596903146,"score_spread":0.2722365066848005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1823644161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956703,0.00025995483,0.000089415014,0.00022926366,0.00015907735,0.0024901635,0.000012914819,0.0000018596625,0.0010870475],"genre_scores_gemma":[0.99937075,0.000007631576,0.00044686027,0.000006011396,0.00008576163,0.000051431096,0.0000025948973,0.000021873157,0.0000070959336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9902091,0.003719505,0.000861348,0.00025352888,0.0045931865,0.00036330547],"domain_scores_gemma":[0.9918279,0.0012345554,0.00052198616,0.00066581345,0.0055967653,0.00015299539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009400071,0.00016178668,0.0005764576,0.00066433067,0.00007662749,0.000022331253,0.00117948,0.00007417029,0.000012960222],"category_scores_gemma":[0.00090817414,0.000091756694,0.00016155213,0.0016663407,0.00063673034,0.00035319244,0.0003095033,0.0010824073,9.160816e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010789706,0.0044907224,0.9067447,0.001682873,0.0019648066,0.0002847572,0.04119337,0.0036687474,0.00947758,0.002258299,0.00001478025,0.01742964],"study_design_scores_gemma":[0.006393327,0.004605625,0.80277437,0.00032634352,0.000116659576,0.000032579548,0.17036979,0.0006065298,0.013469767,0.001231681,0.000008811517,0.00006454652],"about_ca_topic_score_codex":0.00042204175,"about_ca_topic_score_gemma":0.00004780974,"teacher_disagreement_score":0.12917642,"about_ca_system_score_codex":0.0005374617,"about_ca_system_score_gemma":0.00023857388,"threshold_uncertainty_score":0.47025815},"labels":[],"label_agreement":null},{"id":"W1826693785","doi":"10.1164/ajrccm.163.6.ed1801e","title":"Oral Appliance Therapy for Obstructive Sleep Apnea","year":2001,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Oral appliance; Intensive care medicine; Sleep apnea; Sleep (system call); Internal medicine","score_opus":0.06822694198262302,"score_gpt":0.41732819822761613,"score_spread":0.3491012562449931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1826693785","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005329776,0.9953655,0.0017560715,0.00039957347,0.0004372038,0.0010345755,0.00004789367,0.000017697283,0.0004084932],"genre_scores_gemma":[0.0049864487,0.98916334,0.00161836,0.0010565888,0.002899594,0.00010883432,0.00001719483,0.00012888137,0.000020742244],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961974,0.00043724748,0.001279385,0.0005357417,0.00092483166,0.0006253819],"domain_scores_gemma":[0.99461377,0.001698167,0.00063430646,0.0004152822,0.0017542248,0.0008842753],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008201747,0.00059193437,0.0040143416,0.00055296434,0.00014843172,0.000025405205,0.000333745,0.00022858368,0.00013019022],"category_scores_gemma":[0.0019287204,0.00038047892,0.00063851685,0.00082405633,0.003519665,0.000119755285,0.000058671016,0.0013907655,0.0000045116967],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063841825,0.000070839305,0.00019658127,0.0056153554,0.00035624683,0.00043149685,0.00019323413,3.7820964e-8,0.000008719885,0.00034941503,0.00011853438,0.99202114],"study_design_scores_gemma":[0.0025996594,0.0162337,0.00012495893,0.0047603827,0.0018929444,0.0016971241,0.0038169709,0.000001901859,0.000009256827,0.00011489941,0.96840817,0.00034003364],"about_ca_topic_score_codex":0.0000062423323,"about_ca_topic_score_gemma":7.827382e-7,"teacher_disagreement_score":0.9916811,"about_ca_system_score_codex":0.00026176128,"about_ca_system_score_gemma":0.00031837425,"threshold_uncertainty_score":0.9998647},"labels":[],"label_agreement":null},{"id":"W182973379","doi":"10.5665/sleep.4986","title":"Regional Cerebral Blood Flow during Wakeful Rest in Older Subjects with Mild to Severe Obstructive Sleep Apnea","year":2015,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université du Québec à Montréal; Hôpital du Sacré-Cœur de Montréal; McGill Genome Centre; Canadian Sleep & Circadian Network; Université de Montréal","funders":"Canadian Institutes of Health Research; W. Garfield Weston Foundation; Fonds de Recherche du Québec - Santé; Garfield Weston Foundation","keywords":"Cerebral blood flow; Medicine; Obstructive sleep apnea; Cardiology; Precuneus; Statistical parametric mapping; Internal medicine; Anesthesia; Cerebral perfusion pressure; Psychology; Magnetic resonance imaging; Cognition; Psychiatry; Radiology","score_opus":0.02324331872812141,"score_gpt":0.2689806725583645,"score_spread":0.2457373538302431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W182973379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919928,0.00016883544,0.00009317378,0.0017327579,0.00024965164,0.001273086,0.0000241841,0.00011465222,0.004350885],"genre_scores_gemma":[0.9927962,0.0000017351608,0.0055554244,0.00028964778,0.0004738338,0.00012503342,0.000049678176,0.000104776984,0.0006037067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962307,0.00014145742,0.00039721062,0.00090241287,0.0013063301,0.0010218519],"domain_scores_gemma":[0.9976734,0.00007149696,0.000089893576,0.00075615576,0.0004910597,0.00091800943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002917083,0.00041165872,0.00055207714,0.0005742046,0.000112859154,0.000050155373,0.00031216463,0.00020373944,0.0001955593],"category_scores_gemma":[0.00029002043,0.00035499778,0.00010341856,0.0011209365,0.00021171346,0.00029489942,0.00023850972,0.0007693056,0.00023356614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006312967,0.0009830429,0.9694156,0.00027466766,0.00054467015,0.0022124378,0.007933993,0.00126241,0.0038499495,0.00034696152,0.000370586,0.0064926883],"study_design_scores_gemma":[0.021626895,0.0010626463,0.955999,0.00024512038,0.0001791411,0.0012562374,0.00378752,0.0020025067,0.012497135,0.00023088847,0.00036866253,0.0007442392],"about_ca_topic_score_codex":0.00015440024,"about_ca_topic_score_gemma":0.00062201254,"teacher_disagreement_score":0.015313929,"about_ca_system_score_codex":0.0005189694,"about_ca_system_score_gemma":0.00012401724,"threshold_uncertainty_score":0.9998902},"labels":[],"label_agreement":null},{"id":"W1830774981","doi":"10.1186/s40463-015-0086-2","title":"The relationship between upper airway collapse and the severity of obstructive sleep apnea syndrome: A chart review","year":2015,"lang":"en","type":"review","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Victoria Hospital; Jewish General Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre; McGill University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Airway; Apnea; Surgery; Internal medicine","score_opus":0.06456676132959753,"score_gpt":0.34938632927752,"score_spread":0.28481956794792246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1830774981","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1267809,0.869586,0.0000037244706,0.0017422928,0.0003630382,0.0013567039,0.00003987874,0.000006464671,0.000121023164],"genre_scores_gemma":[0.011783794,0.98752606,0.000062441555,0.00011033567,0.00028372492,0.000051987874,0.000022535856,0.00005053493,0.00010856773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994028,0.0023418276,0.0020799434,0.00034394464,0.0007427166,0.0004636002],"domain_scores_gemma":[0.98293614,0.013317734,0.0019883376,0.0005614926,0.0008020337,0.00039424532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071990774,0.00045559998,0.005068414,0.0004219978,0.0003102055,0.000031413514,0.00030035755,0.00049674406,0.000030302559],"category_scores_gemma":[0.0064413087,0.00022692981,0.00095069304,0.000705261,0.0016281145,0.00019253517,0.00022362535,0.0021293778,0.000010213999],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076707377,0.00011736847,0.51133984,0.05189935,0.0029619094,0.0006715687,0.00018504688,1.5123211e-8,2.3624071e-7,0.0003989421,0.0024203048,0.42923832],"study_design_scores_gemma":[0.0019884298,0.00041603527,0.57614684,0.03507083,0.004749122,0.031021042,0.000053545067,0.0000019770416,6.6156656e-7,0.00048041568,0.34975308,0.00031803345],"about_ca_topic_score_codex":0.000012320798,"about_ca_topic_score_gemma":0.000003044112,"teacher_disagreement_score":0.4289203,"about_ca_system_score_codex":0.00015154842,"about_ca_system_score_gemma":0.00066016644,"threshold_uncertainty_score":0.9253929},"labels":[],"label_agreement":null},{"id":"W1843300863","doi":"10.1111/j.1365-2869.2012.01015.x","title":"The development and testing of a new communication tool to help clinicians inform patients with obstructive sleep apnoea syndrome about treatment options","year":2012,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sleep (system call); Medicine; Intensive care medicine; Computer science","score_opus":0.09382488508335105,"score_gpt":0.38448982783967295,"score_spread":0.29066494275632193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1843300863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99645203,0.00078759465,0.00018725796,0.00072181807,0.000064775464,0.0010470835,0.000005908157,0.000006680143,0.0007268645],"genre_scores_gemma":[0.9653898,0.00008473748,0.034187514,0.000016381127,0.00009556437,0.000035048874,0.0000046936448,0.000026732,0.00015951414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99645054,0.00022100205,0.0008475959,0.00014666637,0.0016866904,0.00064747466],"domain_scores_gemma":[0.99468195,0.0013488119,0.00035472453,0.00046806442,0.0025746645,0.00057179935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026659851,0.0001700657,0.0004051118,0.0005191234,0.0004981406,0.00006996765,0.00033564682,0.0000829305,0.000021388028],"category_scores_gemma":[0.0018303621,0.000100506986,0.000067520145,0.0008732791,0.00033313388,0.00040322117,0.00025050086,0.0007064153,0.000017779135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010042508,0.00048640245,0.5272306,0.000039606533,0.00050537783,0.000009222936,0.004667821,0.000020228568,0.00018166291,0.00020427692,0.000028851584,0.46562165],"study_design_scores_gemma":[0.0031263516,0.003110787,0.98546374,0.0002679605,0.00007517788,0.00016542371,0.0035221113,0.00006924515,0.0014108589,0.00006562825,0.0026123512,0.00011037016],"about_ca_topic_score_codex":0.00007656524,"about_ca_topic_score_gemma":0.0000467744,"teacher_disagreement_score":0.4655113,"about_ca_system_score_codex":0.0008226276,"about_ca_system_score_gemma":0.0003986179,"threshold_uncertainty_score":0.40985557},"labels":[],"label_agreement":null},{"id":"W184523495","doi":"10.1093/sleep/26.3.293","title":"Relationship of Sleep Apnea to Functional Capacity and Length of Hospitalization Following Stroke","year":2003,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":277,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Canadian Sleep & Circadian Network; Toronto Sleep Institute","funders":"","keywords":"Medicine; Sleep apnea; Stroke (engine); Apnea; Obstructive sleep apnea; Polysomnography; Physical therapy; Central sleep apnea; Functional Independence Measure; Anesthesia; Internal medicine; Rehabilitation; Cardiology","score_opus":0.030801356047941764,"score_gpt":0.27634948293725153,"score_spread":0.24554812688930977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W184523495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760302,0.00011900432,0.01862093,0.00013322743,0.00019869942,0.00037293884,0.000016318614,0.000016771028,0.0044919616],"genre_scores_gemma":[0.9962973,9.403727e-7,0.0034591767,0.000025223067,0.000031490476,0.000012719313,0.000015249279,0.000016749153,0.00014115269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877596,0.00008189613,0.00027579072,0.0002112567,0.00047602016,0.00017906661],"domain_scores_gemma":[0.99923646,0.00011348236,0.00007764709,0.00021950278,0.00021939582,0.00013349639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035490008,0.00010012087,0.00022509544,0.00022269793,0.000061440034,0.000006010578,0.0000413729,0.00007819873,0.000108166205],"category_scores_gemma":[0.0011901922,0.000098071934,0.00008558352,0.00035185664,0.00008457188,0.0001090237,0.000027366457,0.00013907491,0.000009380439],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079393394,0.00011737645,0.9657503,0.000088937915,0.000106552834,0.0000025425607,0.0004262579,0.000112271104,0.015811516,0.014517981,0.000020873378,0.0029660182],"study_design_scores_gemma":[0.0017931799,0.00039392454,0.96250635,0.000025706706,0.00013995968,0.000010733743,0.0005142461,0.0011619163,0.032391053,0.00072418875,0.00021562564,0.00012309551],"about_ca_topic_score_codex":0.000020911479,"about_ca_topic_score_gemma":0.0000061023707,"teacher_disagreement_score":0.020267151,"about_ca_system_score_codex":0.000064993095,"about_ca_system_score_gemma":0.000018784427,"threshold_uncertainty_score":0.39992574},"labels":[],"label_agreement":null},{"id":"W1845596500","doi":"10.1371/journal.pone.0134182","title":"Scoring Tools for the Analysis of Infant Respiratory Inductive Plethysmography Signals","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Repeatability; Computer science; Consistency (knowledge bases); Set (abstract data type); Data mining; Confusion; Data set; Cardiorespiratory fitness; Artificial intelligence; Medicine; Statistics; Internal medicine; Mathematics","score_opus":0.24492985769155298,"score_gpt":0.3509926782477745,"score_spread":0.10606282055622154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1845596500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99667746,0.0006189624,0.0006283335,0.0003398274,0.000025189393,0.0010587848,0.0000524388,0.000024116967,0.00057488587],"genre_scores_gemma":[0.99753743,0.000008627464,0.0019244662,0.00013899436,0.00014631363,0.00018252536,0.000011981534,0.000019996523,0.000029655135],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982804,0.000086087435,0.00029350125,0.00024761524,0.0008356618,0.00025672925],"domain_scores_gemma":[0.9973688,0.0008729562,0.0001293217,0.0005076362,0.0009664118,0.00015486586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009257047,0.00011123618,0.000507701,0.00060577464,0.000056740333,0.000023505681,0.00017574971,0.00006741726,0.000052241543],"category_scores_gemma":[0.0023416302,0.0000774674,0.00022279304,0.0016363282,0.00020941051,0.00015189385,0.000081196806,0.00022237927,0.000005452207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013566456,0.0018698672,0.38890287,0.00025395228,0.036541384,0.0000100755515,0.0022140571,0.00010057444,0.55344445,0.00065902004,0.00010925316,0.014537878],"study_design_scores_gemma":[0.0033588533,0.001369085,0.3698749,0.00017526725,0.01339119,6.025989e-7,0.0034462817,0.003389339,0.6039371,0.00042426088,0.000373879,0.00025924135],"about_ca_topic_score_codex":0.000065561275,"about_ca_topic_score_gemma":0.000016113547,"teacher_disagreement_score":0.05049268,"about_ca_system_score_codex":0.00007601257,"about_ca_system_score_gemma":0.000077659104,"threshold_uncertainty_score":0.3159029},"labels":[],"label_agreement":null},{"id":"W1848428230","doi":"10.1111/joor.12323","title":"Could transient hypoxia be associated with rhythmic masticatory muscle activity in sleep bruxism in the absence of sleep‐disordered breathing? A preliminary report","year":2015,"lang":"en","type":"article","venue":"Journal of Oral Rehabilitation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Sleep Bruxism; Arousal; Polysomnography; Medicine; Anesthesia; Electromyography; Apnea; Hypoxia (environmental); Cardiology; Psychology; Internal medicine; Physical medicine and rehabilitation; Oxygen; Chemistry","score_opus":0.03226574121448665,"score_gpt":0.3160500480450166,"score_spread":0.2837843068305299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1848428230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918154,0.00011169894,0.00072241283,0.0064157154,0.00008170113,0.00069356564,0.000005304925,0.0000065123595,0.00014767647],"genre_scores_gemma":[0.9962072,0.0000032305259,0.0036790988,0.000038607424,0.000022578077,0.000019176397,0.0000039067963,0.000017858149,0.000008344514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969685,0.0005522116,0.0007449839,0.00020983862,0.0012790534,0.0002453964],"domain_scores_gemma":[0.9971414,0.001057498,0.0005757787,0.0002831738,0.00081549294,0.00012665482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004039059,0.00014309438,0.0004537101,0.0004063137,0.00002653364,0.000012215448,0.00014023038,0.00012000049,0.00000938638],"category_scores_gemma":[0.006248601,0.00009805664,0.00010913853,0.0007160179,0.00026056802,0.0003631308,0.000020423371,0.0006938595,7.475414e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021238977,0.009042406,0.7465849,0.000674613,0.00041247834,0.004642098,0.07401429,0.0054738866,0.069460906,0.00017688842,0.00052752916,0.06775105],"study_design_scores_gemma":[0.004177151,0.0050230906,0.98073405,0.00026571294,0.000058229925,0.0004516845,0.0048459535,0.0037336983,0.00020914464,0.00035546863,0.000055331024,0.000090494505],"about_ca_topic_score_codex":0.00016522645,"about_ca_topic_score_gemma":0.00013463318,"teacher_disagreement_score":0.23414917,"about_ca_system_score_codex":0.00058718235,"about_ca_system_score_gemma":0.00026894687,"threshold_uncertainty_score":0.748061},"labels":[],"label_agreement":null},{"id":"W1850376719","doi":"10.1093/sleep/33.9.1133","title":"Metabolic Disease in Sleep Disordered Breathing: Puberty! Puberty!","year":2010,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Failure to thrive; Context (archaeology); Obstructive sleep apnea; Disease; Pediatrics; Neurocognitive; Obesity; Internal medicine; Psychiatry; Cognition; Biology","score_opus":0.016438949116422408,"score_gpt":0.2787088610368181,"score_spread":0.26226991192039567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1850376719","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040391084,0.005169472,0.00016044942,0.9328982,0.0030837823,0.003969488,0.00037627397,0.00042847183,0.013522747],"genre_scores_gemma":[0.29144305,0.00040343395,0.0020165755,0.65495497,0.019096402,0.0019314997,0.006653112,0.0014551188,0.022045849],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926211,0.0003890101,0.0009914708,0.0017722857,0.002188262,0.0020378649],"domain_scores_gemma":[0.99568003,0.00028755036,0.00029582615,0.0024867887,0.00039146308,0.00085832394],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0005671373,0.001089883,0.0016956244,0.0015253358,0.00017223187,0.00020105412,0.0010192549,0.0025490825,0.0030007584],"category_scores_gemma":[0.0013471625,0.0009534195,0.0007207799,0.0010848453,0.000511254,0.00035253115,0.0005495728,0.013637848,0.0011089536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018250924,0.002361584,0.18964574,0.00370569,0.0024344628,0.036935776,0.0014870036,0.000028365339,0.0020033289,0.0007975148,0.55513144,0.203644],"study_design_scores_gemma":[0.0041674376,0.00010626897,0.053289376,0.00016136182,0.0008206378,0.00013428571,0.00003683035,0.0018375925,0.00018016541,0.0010067174,0.93715996,0.0010993793],"about_ca_topic_score_codex":0.0008751262,"about_ca_topic_score_gemma":0.00021469542,"teacher_disagreement_score":0.38202852,"about_ca_system_score_codex":0.0003372023,"about_ca_system_score_gemma":0.0002282814,"threshold_uncertainty_score":0.9996688},"labels":[],"label_agreement":null},{"id":"W1852339793","doi":"","title":"Abstract 18082: Obstructive Sleep Apnea Independently Mediates Cardio-Metabolic Risk in Obese Adolescents","year":2014,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Body mass index; Internal medicine; Obesity; Continuous positive airway pressure; Waist; Blood pressure; Sleep apnea; Prospective cohort study; Apnea","score_opus":0.010824896250445118,"score_gpt":0.27172894833765304,"score_spread":0.2609040520872079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1852339793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766915,0.00047706257,0.00044204024,0.00013223014,0.00051529246,0.0009133833,0.00003629228,0.00014158973,0.020650625],"genre_scores_gemma":[0.99820054,0.00008986081,0.0007201482,0.00012826393,0.0005381555,0.00006002326,0.00003398983,0.00008506179,0.0001439872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957925,0.00030543873,0.0006563823,0.0008501356,0.0013910774,0.0010044425],"domain_scores_gemma":[0.9977671,0.00024855588,0.00018989643,0.0008696016,0.00034397695,0.0005808721],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010702285,0.00043851635,0.0008786671,0.00070857507,0.000116381365,0.000062764455,0.0003997688,0.00032239244,0.00062793377],"category_scores_gemma":[0.0015208626,0.00037274588,0.00026785876,0.0007436992,0.00027341867,0.00031723882,0.00024613718,0.0013829869,0.00085644424],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003026873,0.00029916246,0.8791025,0.000120417135,0.00021127996,0.00008031161,0.00035162596,0.000041568528,0.0029799251,0.0004610402,0.000028501529,0.11602096],"study_design_scores_gemma":[0.004944996,0.000112754904,0.98098916,0.000071611525,0.000108918925,0.000035204874,0.0006994898,0.0019447942,0.009495492,0.0007017036,0.00054713833,0.0003487102],"about_ca_topic_score_codex":0.0011530962,"about_ca_topic_score_gemma":0.0003685479,"teacher_disagreement_score":0.11567225,"about_ca_system_score_codex":0.00023205044,"about_ca_system_score_gemma":0.000056766017,"threshold_uncertainty_score":0.9999215},"labels":[],"label_agreement":null},{"id":"W1859071729","doi":"10.1183/13993003/erj.42.suppl_57.p2579","title":"Quality of life among sleep apnea patients before and after treatment with continuous positive airway pressure (CPAP) compared to controls from the general population","year":2013,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Continuous positive airway pressure; Quality of life (healthcare); Obstructive sleep apnea; Population; Apnea; SF-36; Sleep apnea; Physical therapy; Airway; Internal medicine; Health related quality of life; Pediatrics; Anesthesia; Disease","score_opus":0.016701320976591244,"score_gpt":0.27223561590882667,"score_spread":0.25553429493223545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1859071729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973791,0.00028666828,0.00016786432,0.00021746854,0.00007203323,0.0012775306,0.0001184343,0.000014937131,0.00046594284],"genre_scores_gemma":[0.9985032,0.0000012362397,0.00028189755,0.0006454888,0.00039653276,0.00002471855,0.000026773116,0.00004510406,0.00007506249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99696594,0.0012532503,0.00058124395,0.0002911065,0.00061233784,0.00029611916],"domain_scores_gemma":[0.9980957,0.00011241777,0.0003551872,0.00033343132,0.00063095684,0.0004723244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045945606,0.00023014059,0.00047687793,0.000088231056,0.00016869752,0.000110007226,0.00013037013,0.000040373,0.00017043011],"category_scores_gemma":[0.00016765924,0.00012932262,0.00009621203,0.00010188643,0.00017960834,0.00020174035,0.00007902395,0.0003030571,0.000022855998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017535812,0.00018083413,0.9723724,0.000009083139,0.00048538612,0.00004124276,0.0011405571,0.000029028994,0.0015336075,0.0000044904004,0.000080626676,0.02236915],"study_design_scores_gemma":[0.0062766927,0.002122507,0.9903625,0.00005490324,0.00012604438,0.0000064631045,0.00025407184,0.00015876902,0.00017613909,0.0000056237986,0.00033152805,0.00012475396],"about_ca_topic_score_codex":0.00036733673,"about_ca_topic_score_gemma":0.0001303694,"teacher_disagreement_score":0.022244396,"about_ca_system_score_codex":0.00009134322,"about_ca_system_score_gemma":0.000025349424,"threshold_uncertainty_score":0.52736235},"labels":[],"label_agreement":null},{"id":"W1861931358","doi":"10.1016/s2213-2600(15)00235-0","title":"Central sleep apnoea in congestive heart failure","year":2015,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Central sleep apnea; Heart failure; Obstructive sleep apnea; Cardiology; Cheyne–Stokes respiration; Sleep apnea; Internal medicine; Sleep study; Sleep medicine; Sleep (system call); Periodic breathing; Apnea; Polysomnography; Sleep disorder; Psychiatry; Insomnia","score_opus":0.10037693713107705,"score_gpt":0.36002486103814324,"score_spread":0.2596479239070662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1861931358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9071905,0.0024119692,0.000094208386,0.07546311,0.00051123655,0.0011222572,0.000009925906,0.00012867618,0.01306809],"genre_scores_gemma":[0.9900761,0.000008723498,0.00018298297,0.0062517817,0.0032334032,0.00005317069,0.000011106096,0.000037132584,0.00014554466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971197,0.0003953178,0.000386681,0.00038349407,0.00089197874,0.0008228303],"domain_scores_gemma":[0.9980812,0.0002519482,0.000080686026,0.0007890695,0.00028263804,0.0005144417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001944189,0.00023696657,0.000762806,0.00020330792,0.000061373066,0.000011859599,0.00032644466,0.00012439766,0.00030314474],"category_scores_gemma":[0.0017933026,0.00013985607,0.000054411183,0.00065698265,0.00080456864,0.00009880992,0.00011145008,0.00092505134,0.00014066005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027864515,0.00022713012,0.8006171,0.00016406279,0.00017353993,0.00062073866,0.0043536513,0.000099769786,0.016105536,0.0044517447,0.16351199,0.0068883146],"study_design_scores_gemma":[0.018418703,0.0018433399,0.5742275,0.00030567564,0.00010857543,0.00018041497,0.0039766897,0.0007610133,0.0032820979,0.00081674464,0.3957687,0.00031051197],"about_ca_topic_score_codex":0.0001284945,"about_ca_topic_score_gemma":0.00016375027,"teacher_disagreement_score":0.23225671,"about_ca_system_score_codex":0.0003417462,"about_ca_system_score_gemma":0.00015923173,"threshold_uncertainty_score":0.5703165},"labels":[],"label_agreement":null},{"id":"W1864958509","doi":"10.1183/13993003/erj.44.suppl_58.p2274","title":"Validation of unattended portable monitoring (PM) for obstructive sleep apnea (OSA) diagnosis in Parkinson's disease (PD)","year":2014,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Polysomnography; Parkinson's disease; Internal medicine; Oxygen saturation; Respiratory system; Apnea; Obstructive sleep apnea; Pulse oximetry; Sleep apnea; Body mass index; Population; Epworth Sleepiness Scale; Hypopnea; Gastroenterology; Anesthesia; Disease; Oxygen","score_opus":0.03877037361283875,"score_gpt":0.305975374575736,"score_spread":0.26720500096289723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1864958509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99425757,0.0003618419,0.0019838924,0.00021257949,0.0005416155,0.0005560837,0.000022216629,0.000030001456,0.0020342122],"genre_scores_gemma":[0.99687207,0.000018786379,0.0015955938,0.00008773941,0.001245651,0.00003903439,0.0000073424467,0.00008827887,0.00004550603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99687105,0.0007719116,0.00072864845,0.0003984741,0.00071986805,0.0005100325],"domain_scores_gemma":[0.9977858,0.00029550755,0.00042077526,0.00041514903,0.00054468814,0.0005380916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022194977,0.00023588921,0.00040969008,0.0005432807,0.00017580675,0.00006874065,0.00027935946,0.000053373216,0.000099394034],"category_scores_gemma":[0.0019949109,0.00022058419,0.00020889548,0.0003631048,0.00013810341,0.00031360166,0.00009352038,0.0005786216,0.00002450539],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081127015,0.00023768864,0.91266173,0.00015005442,0.00011071291,0.00026144093,0.00021203778,0.00022526548,0.011848436,0.00011911468,0.00015302752,0.073209204],"study_design_scores_gemma":[0.004291659,0.0005361303,0.9250341,0.0002073592,0.00011716367,0.000035118945,0.000296435,0.0003040302,0.050483268,0.00022054641,0.018233871,0.00024032884],"about_ca_topic_score_codex":0.0000032338248,"about_ca_topic_score_gemma":6.69207e-7,"teacher_disagreement_score":0.07296887,"about_ca_system_score_codex":0.00022935316,"about_ca_system_score_gemma":0.00008108812,"threshold_uncertainty_score":0.8995162},"labels":[],"label_agreement":null},{"id":"W1865667516","doi":"10.1016/j.cjca.2015.07.713","title":"Obstructive Sleep Apnea and Cardiovascular Risk","year":2015,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Obesity; Continuous positive airway pressure; Sleep apnea; Sleep (system call); Internal medicine; Disease; Incidence (geometry); Sleep study; Epidemiology; Physical therapy; Positive airway pressure; Apnea; Pediatrics; Cardiology; Polysomnography","score_opus":0.02158468614127414,"score_gpt":0.25119590323225527,"score_spread":0.22961121709098112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1865667516","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07333283,0.17135653,0.011399084,0.5968572,0.021868197,0.003943725,0.0026575886,0.00008429863,0.11850056],"genre_scores_gemma":[0.7921432,0.0010021816,0.0023179057,0.09926967,0.10348492,0.000041519772,0.0002897,0.00055488467,0.00089600484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964418,0.0008768534,0.00059370004,0.0004626524,0.0007235955,0.000901417],"domain_scores_gemma":[0.9954739,0.00020356207,0.00035095107,0.0007306309,0.0018113686,0.0014295739],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0013313829,0.00041265864,0.0022022778,0.0012040294,0.00012457513,0.000044380824,0.0003576062,0.0013518974,0.000045539204],"category_scores_gemma":[0.0015659088,0.0003605088,0.0010493972,0.00024088073,0.0009926759,0.000096654876,0.00005245368,0.005293342,0.000032452113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009422821,8.519749e-7,0.030401956,0.00014217642,0.012732807,0.026946934,0.00023422025,0.00019943251,0.0000074906125,0.000012305529,0.87326384,0.055963784],"study_design_scores_gemma":[0.0016024974,0.00045896485,0.011514995,0.00004008187,0.0022390469,0.01694145,0.00022513121,0.000012918895,0.000009922992,0.0005199468,0.96615106,0.00028399684],"about_ca_topic_score_codex":0.0017263072,"about_ca_topic_score_gemma":0.0001739456,"teacher_disagreement_score":0.7188104,"about_ca_system_score_codex":0.00076183147,"about_ca_system_score_gemma":0.0019210612,"threshold_uncertainty_score":0.99994457},"labels":[],"label_agreement":null},{"id":"W1872224462","doi":"10.4187/respcare.03571","title":"The Plasminogen System and Transforming Growth Factor-β in Subjects With Obstructive Sleep Apnea Syndrome: Effects of CPAP Treatment","year":2015,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Sapienza Università di Roma; School of Medicine, New York University; York University","keywords":"Medicine; Fibrinolysis; Plasminogen activator; Obstructive sleep apnea; Internal medicine; Plasminogen activator inhibitor-1; Continuous positive airway pressure; Tissue plasminogen activator; Endocrinology; Hypopnea; Apnea; Sleep apnea; Gastroenterology; Cardiology; Polysomnography","score_opus":0.01780972542894458,"score_gpt":0.2622196624866059,"score_spread":0.24440993705766131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1872224462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99296206,0.0043016006,0.000024103736,0.000019260888,0.00010292235,0.0015822895,0.000024972402,0.00003876363,0.0009440305],"genre_scores_gemma":[0.99968654,0.000008207383,0.000059234244,0.00001005526,0.000035163906,0.00014429037,0.000004160276,0.00004186476,0.000010467954],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981517,0.00019678548,0.00028272162,0.00036750606,0.0005926695,0.000408605],"domain_scores_gemma":[0.99859285,0.0003233265,0.00009189794,0.00034410914,0.00035493533,0.00029286725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014880621,0.00026512909,0.0004970615,0.00021256687,0.0001034077,0.000023430564,0.00011800723,0.00012301235,0.0000011233833],"category_scores_gemma":[0.00012261403,0.00016099325,0.00006842834,0.00035395127,0.00025290422,0.00011991517,0.000035386474,0.00020770734,0.0000037883683],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025918856,0.00015512944,0.8610615,0.0045702453,0.0008201045,0.0031055599,0.022741707,0.000013788363,0.02769346,0.0008305027,0.0000031558739,0.07641294],"study_design_scores_gemma":[0.016877294,0.009235973,0.36284146,0.0007552685,0.0003261507,0.00056582654,0.045689855,0.00004602093,0.5626851,0.000017064614,0.00048591683,0.0004740697],"about_ca_topic_score_codex":0.00014694064,"about_ca_topic_score_gemma":0.00021794038,"teacher_disagreement_score":0.5349916,"about_ca_system_score_codex":0.0010844838,"about_ca_system_score_gemma":0.00019089802,"threshold_uncertainty_score":0.6565114},"labels":[],"label_agreement":null},{"id":"W1872609064","doi":"10.1016/j.semnephrol.2015.06.008","title":"Hypervolemia and Sleep Apnea in Kidney Disease","year":2015,"lang":"en","type":"review","venue":"Seminars in Nephrology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute; Canadian Sleep & Circadian Network; Toronto Rehabilitation Institute; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Hypervolemia; Medicine; Pathogenesis; Sleep apnea; Central sleep apnea; Obstructive sleep apnea; Disease; Kidney disease; Apnea; Cardiology; Heart failure; Mechanism (biology); Internal medicine; Intensive care medicine; Polysomnography; Blood volume","score_opus":0.03469398076246856,"score_gpt":0.3521395471256762,"score_spread":0.31744556636320764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1872609064","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00074882,0.99574363,0.0000051106213,0.00047373786,0.00022742455,0.0015550946,0.00010050391,0.000031792493,0.0011138736],"genre_scores_gemma":[0.0003860443,0.99749213,0.0002830392,0.0007252733,0.00023937455,0.00030740545,0.0002534243,0.00010015893,0.00021315092],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966481,0.00056747586,0.0007171849,0.00088486983,0.00038578807,0.0007965826],"domain_scores_gemma":[0.9977711,0.00031756912,0.0001547102,0.00072768854,0.00008650271,0.0009424502],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008946388,0.00051130616,0.0023299332,0.0011124199,0.000026073962,0.000013298811,0.00030730967,0.0007258779,0.00016346981],"category_scores_gemma":[0.001037783,0.0004476075,0.0001807846,0.0007884381,0.0005213037,0.000066265406,0.00034916442,0.0015366499,0.00012403754],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026837992,0.00016030636,0.005225788,0.011165272,0.00011469858,0.0025474213,0.000088230554,4.7346208e-7,0.000002020982,0.00008314371,0.0016682543,0.978676],"study_design_scores_gemma":[0.0019607502,0.00023887322,0.0007883754,0.004937761,0.0005903715,0.00048754524,0.000026018277,0.00021937671,1.7535659e-7,0.00027989774,0.9901369,0.0003339567],"about_ca_topic_score_codex":0.000033542037,"about_ca_topic_score_gemma":0.00001840385,"teacher_disagreement_score":0.98846865,"about_ca_system_score_codex":0.000560613,"about_ca_system_score_gemma":0.00057207205,"threshold_uncertainty_score":0.9997976},"labels":[],"label_agreement":null},{"id":"W187299734","doi":"","title":"Systematic review of motor vehicle crash risk in persons with sleep apnea.","year":2006,"lang":"en","type":"review","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":335,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Sleep apnea; Excessive daytime sleepiness; Obstructive sleep apnea; Apnea; Crash; Odds ratio; Affect (linguistics); Risk factor; Poison control; Sleep (system call); Physical therapy; Sleep disorder; Pediatrics; Internal medicine; Emergency medicine; Psychiatry; Psychology; Insomnia","score_opus":0.029377712598831728,"score_gpt":0.29783420909565844,"score_spread":0.26845649649682674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W187299734","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022672848,0.9798454,0.000014394914,0.000056580106,0.000061669205,0.017656751,0.00015386594,0.000038853643,0.002149802],"genre_scores_gemma":[0.00011790279,0.98425835,0.00010545128,0.00003289433,0.00012703921,0.014396487,0.000076509226,0.00011206643,0.00077329617],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9954986,0.000800601,0.0014213058,0.000570391,0.0010027738,0.0007063019],"domain_scores_gemma":[0.99700654,0.00047620604,0.0009744791,0.0010649669,0.00021997323,0.0002578647],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017464496,0.0004894854,0.00500086,0.00056038564,0.000034208315,0.000017762684,0.00038840485,0.00024363531,0.000039227456],"category_scores_gemma":[0.0017196962,0.00031488537,0.0006370584,0.0012427989,0.00016971937,0.000066695546,0.00010023556,0.0008938556,0.000047578626],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009349477,0.000113977905,0.00020671409,0.76918936,0.00045710625,0.00006626358,0.000007660033,3.4809158e-8,3.1986115e-8,0.000005622551,0.00007681231,0.22986706],"study_design_scores_gemma":[0.0011049075,0.00011759187,0.0030206628,0.94695693,0.0109528685,0.00018443012,0.00002775215,0.00002436695,0.0000011202434,0.0000027281974,0.037155636,0.00045098018],"about_ca_topic_score_codex":0.00010902129,"about_ca_topic_score_gemma":0.000019014828,"teacher_disagreement_score":0.22941609,"about_ca_system_score_codex":0.000565185,"about_ca_system_score_gemma":0.0001106171,"threshold_uncertainty_score":0.9999303},"labels":[],"label_agreement":null},{"id":"W1875041933","doi":"10.1093/sleep/34.3.389","title":"Executive Summary of Respiratory Indications for Polysomnography in Children: An Evidence-Based Review","year":2011,"lang":"en","type":"review","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":191,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; Stollery Children's Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Polysomnography; Executive summary; Medicine; Psychology; Intensive care medicine; Psychiatry; Apnea","score_opus":0.11802309237104083,"score_gpt":0.401706235519197,"score_spread":0.2836831431481561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1875041933","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000028008188,0.9906187,0.00007455701,0.00004832884,0.00007772108,0.008231867,0.0002938296,0.000036643793,0.00059034],"genre_scores_gemma":[0.000054812856,0.99629104,0.00086502073,0.0003059196,0.00014029392,0.0017051795,0.00051185774,0.000098955425,0.00002691104],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962984,0.000667252,0.0012559001,0.00077464664,0.00051319384,0.0004906391],"domain_scores_gemma":[0.996795,0.00038985402,0.00076130655,0.0013734743,0.00039180488,0.00028857478],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014153481,0.0004714301,0.0024330704,0.0016316427,0.000060041817,0.000008599936,0.0006152186,0.00038390257,0.00013561698],"category_scores_gemma":[0.0010103725,0.00039266495,0.0010188407,0.0018148604,0.0003862662,0.00020033731,0.00009712377,0.00074370153,0.000022583426],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068051966,0.00046188015,0.006715868,0.06965041,0.00037116735,0.000005292152,0.000028778099,2.2498622e-8,0.000002303641,0.00040723244,0.0004615183,0.9218275],"study_design_scores_gemma":[0.0016663305,0.0016787136,0.00604381,0.29396656,0.0052050515,0.000024802099,0.000024274541,0.0000032675998,0.000036863334,0.000079295445,0.6905528,0.00071825803],"about_ca_topic_score_codex":0.00005258744,"about_ca_topic_score_gemma":0.000011401292,"teacher_disagreement_score":0.9211092,"about_ca_system_score_codex":0.00023132373,"about_ca_system_score_gemma":0.0006473924,"threshold_uncertainty_score":0.99985254},"labels":[],"label_agreement":null},{"id":"W1877698873","doi":"10.1093/sleep/34.3.245","title":"Sleep-Disordered Breathing in the National Football League is not a Trivial Matter","year":2011,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Football; League; Sleep (system call); Breathing; Medicine; Psychology; Physical medicine and rehabilitation; Physical therapy; Audiology; Psychiatry; Political science; Physics; Computer science","score_opus":0.04988953949970217,"score_gpt":0.3072058099675102,"score_spread":0.25731627046780803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1877698873","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009998478,0.0001788756,0.00020166191,0.9076887,0.0007919943,0.0021187707,0.00023939104,0.00007743171,0.0787047],"genre_scores_gemma":[0.14788933,0.000011119927,0.00045141525,0.84155434,0.005629653,0.00032447343,0.00048761585,0.00017289825,0.0034791825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99488354,0.0003890415,0.00063862774,0.000876708,0.002279857,0.0009322009],"domain_scores_gemma":[0.9982924,0.00033043587,0.00020891159,0.00071453024,0.00036146704,0.00009223941],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008240415,0.00053600565,0.0006998905,0.0011028484,0.00013494589,0.00009955505,0.0008346649,0.0009721366,0.005031702],"category_scores_gemma":[0.00024962917,0.00039827157,0.0003977516,0.0005148335,0.00025887924,0.00015155344,0.00022397906,0.0043418203,0.0022343113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003665602,0.0002729039,0.008526992,0.00042911913,0.00042524983,0.0012449439,0.0038338446,0.0000010412333,0.00021938962,0.00010849125,0.97914404,0.0054274495],"study_design_scores_gemma":[0.007969823,0.00043016372,0.047509484,0.00023756566,0.00042642848,0.0008458204,0.0002900778,0.00084337336,0.00047181218,0.0019473016,0.9379063,0.0011218458],"about_ca_topic_score_codex":0.00047670092,"about_ca_topic_score_gemma":0.00003850989,"teacher_disagreement_score":0.13789085,"about_ca_system_score_codex":0.0004061401,"about_ca_system_score_gemma":0.00010225481,"threshold_uncertainty_score":0.99984694},"labels":[],"label_agreement":null},{"id":"W1883253248","doi":"10.1111/coa.12549","title":"Polysomnographic findings after adenotonsillectomy for obstructive sleep apnoea in obese and non‐obese children: a systematic review and meta‐analysis","year":2015,"lang":"en","type":"review","venue":"Clinical Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministry of Science and Technology, Taiwan","keywords":"Medicine; Adenoidectomy; Polysomnography; Tonsillectomy; Obstructive sleep apnea; Meta-analysis; Sleep apnea; Body mass index; Apnea; Pediatrics; Physical therapy; Anesthesia; Internal medicine","score_opus":0.07066629801902734,"score_gpt":0.4165534636666742,"score_spread":0.3458871656476468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1883253248","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040379236,0.97721624,0.000038319857,0.0002424158,0.00009040332,0.018019665,0.00027855768,0.000041589727,0.000034892262],"genre_scores_gemma":[0.0020579163,0.9885336,0.00079700636,0.00067630154,0.00010461743,0.0073643574,0.0002245117,0.00013795395,0.000103704784],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.990407,0.0024173309,0.003651537,0.00201931,0.00052959204,0.00097524084],"domain_scores_gemma":[0.9923757,0.0037990378,0.0009529122,0.0014766924,0.00052355375,0.00087214465],"candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00451044,0.0011028076,0.021501584,0.0021342603,0.00008802912,0.000053429143,0.00050445553,0.0014998616,0.00014204126],"category_scores_gemma":[0.005220635,0.0007606616,0.0042126975,0.0029105232,0.0012118833,0.00015818991,0.0005849347,0.0022027881,0.000036630103],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019135709,0.00032816408,0.014419307,0.7832047,0.19831474,0.0002973008,0.00006096611,2.2368798e-8,5.420698e-8,0.00003966129,0.000030008843,0.003113735],"study_design_scores_gemma":[0.002306933,0.0008210798,0.018884165,0.026545156,0.9476138,0.0009065896,0.000017239807,0.000031205902,1.2987392e-7,0.00008693029,0.002018809,0.00076796097],"about_ca_topic_score_codex":0.00004164741,"about_ca_topic_score_gemma":0.00009077905,"teacher_disagreement_score":0.7566595,"about_ca_system_score_codex":0.00015702167,"about_ca_system_score_gemma":0.00024547864,"threshold_uncertainty_score":0.9997964},"labels":[],"label_agreement":null},{"id":"W1889254929","doi":"10.1164/rccm.201502-0383oc","title":"Nocturnal Hypoxemia Severity and Renin–Angiotensin System Activity in Obstructive Sleep Apnea","year":2015,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Kidney Disease Network; University of Calgary; Hotchkiss Brain Institute; Libin Cardiovascular Institute of Alberta; Alberta Health; Foothills Medical Centre","funders":"Alberta Innovates - Health Solutions; Alberta Health; University of Alberta; University of Calgary; American Society of Nephrology","keywords":"Hypoxemia; Medicine; Obstructive sleep apnea; Internal medicine; Effective renal plasma flow; Renal function; Cardiology; Angiotensin II; Endocrinology; Blood pressure; Renal blood flow","score_opus":0.028143548800235996,"score_gpt":0.32548975893493565,"score_spread":0.29734621013469964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1889254929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99239826,0.0036621897,0.0004980081,0.002329878,0.00027427913,0.00017181336,0.0000074820664,0.000015465801,0.0006426337],"genre_scores_gemma":[0.99792486,0.000010849456,0.0009552127,0.0004650117,0.00061269954,0.0000031480956,7.540397e-7,0.000024248006,0.0000031894042],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972569,0.0005184529,0.000563959,0.0003281413,0.0009168274,0.00041572098],"domain_scores_gemma":[0.99655753,0.0005375096,0.00021542732,0.00022353206,0.0013082844,0.0011577131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011163284,0.00025290126,0.0010297913,0.00042881267,0.00007833331,0.000021257832,0.00011438018,0.000106982574,0.000011368413],"category_scores_gemma":[0.0026861737,0.00018615145,0.000079905956,0.00049752457,0.0026074075,0.00023401175,0.000088332876,0.001081827,0.000001333807],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059753307,0.00012814916,0.44732186,0.0003834632,0.00018138501,0.0049106246,0.0052506905,0.0000030196938,0.011510297,0.0008674434,0.00012977833,0.52333796],"study_design_scores_gemma":[0.008354196,0.0145358015,0.90745586,0.00081253174,0.00049156277,0.007302375,0.055738274,0.00036458834,0.0028523032,0.00020060959,0.0014829349,0.00040892969],"about_ca_topic_score_codex":0.00011075704,"about_ca_topic_score_gemma":0.000013123482,"teacher_disagreement_score":0.522929,"about_ca_system_score_codex":0.00039250063,"about_ca_system_score_gemma":0.00017481408,"threshold_uncertainty_score":0.96071017},"labels":[],"label_agreement":null},{"id":"W1892016605","doi":"10.1002/lary.25152","title":"Discontinuing routine histopathological analysis after adult tonsillectomy for benign indication","year":2015,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Tonsillectomy; Medicine; Surgery; General surgery","score_opus":0.03171239381473015,"score_gpt":0.32159939944763866,"score_spread":0.2898870056329085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1892016605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834714,0.00032815794,0.009549287,0.0038950455,0.00007360994,0.00082971016,0.000020088813,0.00006178623,0.001770902],"genre_scores_gemma":[0.99482685,0.000004850843,0.003178012,0.00050605566,0.00020083408,0.00028343298,0.00007600618,0.000021206646,0.0009027549],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985372,0.00014606702,0.00024825477,0.0003249354,0.00039943392,0.00034413525],"domain_scores_gemma":[0.9987818,0.00012717671,0.00008028573,0.00047123161,0.00035338147,0.00018613804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007430552,0.0001423742,0.00034905865,0.00020037254,0.00008847981,0.00003349387,0.0001798152,0.00008489313,0.00015293696],"category_scores_gemma":[0.0008437177,0.0000856143,0.00018309096,0.00074324897,0.00016945846,0.00008929035,0.00010649077,0.00022926119,0.0000673155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036718315,0.0003736464,0.96421087,0.00007229829,0.001133185,0.000104777406,0.0058712955,0.000037281767,0.0073056603,0.0015724427,0.001439904,0.014206806],"study_design_scores_gemma":[0.004264534,0.00081193546,0.97827697,0.00003481947,0.0022754646,0.000053181673,0.0010022362,0.0051187635,0.0044213748,0.000801858,0.0026379249,0.00030095075],"about_ca_topic_score_codex":0.00004318266,"about_ca_topic_score_gemma":0.000057421807,"teacher_disagreement_score":0.014066086,"about_ca_system_score_codex":0.00017396458,"about_ca_system_score_gemma":0.00004301493,"threshold_uncertainty_score":0.34912497},"labels":[],"label_agreement":null},{"id":"W1903400087","doi":"10.1183/13993003/erj.42.suppl_57.p3975","title":"Physiological correlates to physical activity in obese patients with obstructive sleep apnea (OSA)","year":2013,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Obstructive sleep apnea; Physical therapy; Internal medicine; Physical activity; Quality of life (healthcare); Actigraphy; Obesity; Aerobic exercise; Cardiology","score_opus":0.024926346310584924,"score_gpt":0.2796176780158242,"score_spread":0.2546913317052393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1903400087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955138,0.000024402745,0.00015714316,0.00017786039,0.00015652219,0.000767844,0.0000063109355,0.000045834575,0.0031502645],"genre_scores_gemma":[0.9986171,8.58319e-7,0.00033763447,0.0004096184,0.0004910378,0.000017985181,0.0000024926746,0.000072188486,0.000051054107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680746,0.00086139014,0.0003087173,0.0005105751,0.00082628004,0.00068558723],"domain_scores_gemma":[0.9980333,0.00011915661,0.00017199272,0.00039700294,0.0005380368,0.0007405148],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003940236,0.00032456074,0.00047211922,0.00033232156,0.0001822582,0.00011117056,0.000316279,0.00006239838,0.00031673652],"category_scores_gemma":[0.00048372292,0.00021947165,0.00013072469,0.0005265854,0.00024880623,0.00043888867,0.00023253699,0.0015689015,0.0012875446],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018364749,0.0024788934,0.7264148,0.000042525517,0.00022193356,0.0009616744,0.0010449237,0.00024542128,0.061015815,0.00005984061,0.0006775403,0.20500016],"study_design_scores_gemma":[0.0034381484,0.002101282,0.9918585,0.00007223286,0.000024615516,0.00004253495,0.00018111554,0.0002678507,0.0013711235,0.000075644566,0.00030970227,0.00025729593],"about_ca_topic_score_codex":0.000005237345,"about_ca_topic_score_gemma":0.0000015040291,"teacher_disagreement_score":0.26544365,"about_ca_system_score_codex":0.00029354467,"about_ca_system_score_gemma":0.000046611956,"threshold_uncertainty_score":0.9994901},"labels":[],"label_agreement":null},{"id":"W1905339237","doi":"10.1111/j.0894-0959.2004.17206.x","title":"DAILY HEMODIALYSIS—SELECTED TOPICS: Sleep Apnea and Daytime Sleepiness in End‐Stage Renal Disease","year":2004,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; End stage renal disease; Sleep apnea; Hemodialysis; Dialysis; Excessive daytime sleepiness; Population; Sleep disorder; Obstructive sleep apnea; Disease; Central sleep apnea; Internal medicine; Restless legs syndrome; Intensive care medicine; Polysomnography; Physical therapy; Apnea; Insomnia; Psychiatry","score_opus":0.020006647203033953,"score_gpt":0.31862154262051046,"score_spread":0.2986148954174765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1905339237","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033269627,0.99326026,0.000074494645,0.00023130301,0.00017118605,0.002001038,0.00022606789,0.00007806014,0.0006306465],"genre_scores_gemma":[0.0027335398,0.9920208,0.0008288479,0.000044173834,0.0004901544,0.0006119159,0.0017436689,0.00018541244,0.0013415099],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938659,0.00070123794,0.0015606463,0.0016639397,0.0010953735,0.0011129131],"domain_scores_gemma":[0.9966617,0.0005176878,0.00042995258,0.0014533015,0.00023199785,0.0007053459],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00086128514,0.00096879265,0.0040507386,0.0028400528,0.00009360987,0.000098922916,0.0006001429,0.000682063,0.0007076353],"category_scores_gemma":[0.002052248,0.00088935636,0.000771718,0.0052773706,0.00041311502,0.00019896778,0.00048035488,0.0016252231,0.000083154926],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001730707,0.00044107123,0.005140678,0.013487682,0.000722793,0.0021261345,0.00030012435,0.00002814306,0.000017065553,0.000046376237,0.000025906704,0.97749096],"study_design_scores_gemma":[0.016788296,0.0007588983,0.016033906,0.07910658,0.025107283,0.00032133152,0.00062453456,0.0040233154,0.00018248982,0.00076704164,0.8500625,0.0062238327],"about_ca_topic_score_codex":0.00031512143,"about_ca_topic_score_gemma":0.0002512305,"teacher_disagreement_score":0.9712671,"about_ca_system_score_codex":0.0016046392,"about_ca_system_score_gemma":0.00063540123,"threshold_uncertainty_score":0.99935573},"labels":[],"label_agreement":null},{"id":"W1907204157","doi":"10.1002/lary.25361","title":"<scp>T</scp>ran<scp>Q</scp>uill sling snoreplasty for snoring: A single‐arm pilot study for safety and effectiveness","year":2015,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sling (weapon); Body mass index; Apnea; Prospective cohort study; Physical therapy; Sleep apnea; Sleep study; Hypopnea; Anesthesia; Surgery; Polysomnography; Internal medicine","score_opus":0.07103181561721386,"score_gpt":0.3292355664502888,"score_spread":0.2582037508330749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1907204157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797095,0.00090560724,0.0065664025,0.00019242351,0.0005886443,0.008574514,0.00010141393,0.00018183693,0.0031796799],"genre_scores_gemma":[0.9957522,0.000019306253,0.0013041815,0.00014587454,0.00067538087,0.00080902025,0.00004714115,0.00016644588,0.0010804491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99620223,0.00047026094,0.0005354675,0.0009043892,0.0007998011,0.0010878757],"domain_scores_gemma":[0.9876084,0.010060371,0.00019946386,0.0008346645,0.0007582247,0.0005388985],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0037508355,0.00049930473,0.000928114,0.00022607468,0.0004926266,0.00013677085,0.0004354091,0.00012755212,0.0000053659996],"category_scores_gemma":[0.0120379925,0.00036149146,0.00015552061,0.0005055515,0.00030542188,0.00025785234,0.00042595586,0.0005237533,0.000034949033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.037060313,0.054936003,0.4391038,0.011093931,0.012206287,0.00053499837,0.08286338,0.0011024274,0.2863642,0.0076679075,0.011969935,0.055096805],"study_design_scores_gemma":[0.1276591,0.19390619,0.31448492,0.001358194,0.0038498407,0.0005840274,0.06611449,0.012495939,0.13922097,0.005932577,0.13350612,0.0008876358],"about_ca_topic_score_codex":0.00011761507,"about_ca_topic_score_gemma":0.00006860781,"teacher_disagreement_score":0.14714321,"about_ca_system_score_codex":0.0003704011,"about_ca_system_score_gemma":0.00014792423,"threshold_uncertainty_score":0.9998837},"labels":[],"label_agreement":null},{"id":"W1909210487","doi":"10.1183/13993003/erj.42.suppl_57.p4045","title":"Pulse rate and pulse rate variability help to identify children with obstructive sleep apnea needing adenotonsillectomy","year":2013,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pulse oximetry; Obstructive sleep apnea; Nocturnal; Pulse (music); Apnea; Internal medicine; Sleep apnea; Cardiology; Anesthesia; Pediatrics","score_opus":0.020699189455999367,"score_gpt":0.28626633046241223,"score_spread":0.2655671410064129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1909210487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898631,0.00021690066,0.0014250673,0.00061795115,0.00026478784,0.0014900774,0.000013944987,0.00009307216,0.006015125],"genre_scores_gemma":[0.9961042,0.000008782453,0.0013438467,0.00115086,0.0010152037,0.000028544033,0.0000046402292,0.00015699601,0.00018694456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943456,0.0022931837,0.00077320763,0.00085615134,0.0007696701,0.0009621847],"domain_scores_gemma":[0.9962206,0.0002441174,0.00031131532,0.00068625243,0.0010567678,0.0014809357],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038446528,0.000498963,0.00059941754,0.0006331919,0.00064652757,0.00063870614,0.00043034944,0.000093658775,0.0013750937],"category_scores_gemma":[0.0016563733,0.0003866563,0.00014063413,0.0008113532,0.00041105237,0.00081183645,0.00039372686,0.0016843622,0.0007073797],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001166246,0.00023997616,0.6649238,0.0000790861,0.0009820955,0.0011606594,0.0013266281,0.00005952221,0.21904518,0.00007523991,0.0008707319,0.11007086],"study_design_scores_gemma":[0.003591509,0.00092576386,0.9864119,0.000094616546,0.00014692788,0.0015013637,0.00044512906,0.00010982495,0.0054458007,0.00008861645,0.00081036094,0.00042815428],"about_ca_topic_score_codex":0.00002583096,"about_ca_topic_score_gemma":0.0000028595591,"teacher_disagreement_score":0.32148814,"about_ca_system_score_codex":0.00031386287,"about_ca_system_score_gemma":0.00011707927,"threshold_uncertainty_score":0.99985856},"labels":[],"label_agreement":null},{"id":"W1911745092","doi":"","title":"Interatrial block in patients with obstructive sleep apnea.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Cardiology; Internal medicine; Sleep apnea; Apnea; Obesity; Atrial fibrillation; Apnea–hypopnea index; Population","score_opus":0.02403208826300262,"score_gpt":0.23143841531188442,"score_spread":0.2074063270488818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1911745092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98460907,0.000014273299,0.000025147438,0.0000667581,0.00029674819,0.0019158063,0.000009201475,0.000042038002,0.013020931],"genre_scores_gemma":[0.9984365,2.991931e-7,0.00051704375,0.000047713627,0.0001711098,0.00066733646,0.000011987136,0.00003283858,0.0001151714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833745,0.0000668107,0.00024057164,0.00035402528,0.00044405586,0.00055707886],"domain_scores_gemma":[0.9991342,0.000038722887,0.00006532258,0.0003127986,0.00020892896,0.00024006041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017983734,0.00016457021,0.0002806491,0.00028161114,0.000030445333,0.000014488431,0.00014094524,0.00008316497,0.00010799055],"category_scores_gemma":[0.00023592297,0.00012572984,0.000053775722,0.00040424152,0.00014938341,0.000154535,0.000090417256,0.0003376503,0.00003564079],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039051517,0.00036293647,0.8598986,0.000018382229,0.00012753757,0.000043820146,0.00056845375,3.9018585e-7,0.0000054227844,0.00008145677,0.000019454386,0.13496834],"study_design_scores_gemma":[0.007845574,0.00024255691,0.990332,0.00000695553,0.000040103667,0.000006596771,0.00011707033,0.000021127906,0.0010556126,0.00007864758,0.00011934171,0.0001344147],"about_ca_topic_score_codex":0.00006717492,"about_ca_topic_score_gemma":0.000021697735,"teacher_disagreement_score":0.13483393,"about_ca_system_score_codex":0.00021116452,"about_ca_system_score_gemma":0.000014966531,"threshold_uncertainty_score":0.5127114},"labels":[],"label_agreement":null},{"id":"W1911828881","doi":"","title":"Sleep disordered breathing in women of childbearing age & during pregnancy.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Pregnancy; Gestational hypertension; Obstetrics; Polysomnography; Blood pressure; Preeclampsia; Eclampsia; Obesity; Risk factor; Pediatrics; Internal medicine; Apnea","score_opus":0.012233761061574523,"score_gpt":0.24112655607379152,"score_spread":0.228892795012217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1911828881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919407,0.000104979124,0.000009564786,0.00018115067,0.00013129003,0.0009977957,0.0000028119755,0.000042762582,0.0065889484],"genre_scores_gemma":[0.9984971,0.000007995274,0.00024548182,0.0000093019735,0.00006952868,0.0008900142,0.0000025699796,0.000030711137,0.00024724007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984452,0.000030456498,0.00026752384,0.00027196723,0.00033820083,0.00064665655],"domain_scores_gemma":[0.99928266,0.000046191053,0.00006292209,0.00036984184,0.00004524075,0.00019312887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002639428,0.00011862196,0.0002858319,0.00028533046,0.00004026376,0.000016408325,0.00015434407,0.00008952583,0.00006277172],"category_scores_gemma":[0.00045593682,0.00011217635,0.000053400938,0.00033759073,0.00010554939,0.00012926072,0.00014611363,0.0005792918,0.0000046081113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026792445,0.0003142455,0.48475337,0.0004313448,0.000095200936,0.00034924032,0.0030771026,0.000005586513,0.039329022,0.00014063303,6.366345e-7,0.4712357],"study_design_scores_gemma":[0.002266695,0.000017161034,0.9852239,0.000052313444,0.000008439135,0.000042954198,0.00019014117,0.00006687643,0.011875832,0.00013578469,0.000025748079,0.000094161056],"about_ca_topic_score_codex":0.00010383384,"about_ca_topic_score_gemma":0.00007531451,"teacher_disagreement_score":0.5004705,"about_ca_system_score_codex":0.00012453776,"about_ca_system_score_gemma":0.000009504956,"threshold_uncertainty_score":0.45744187},"labels":[],"label_agreement":null},{"id":"W1918109950","doi":"10.1097/aln.0000000000000692","title":"Identifying Obstructive Sleep Apnea in Administrative Data","year":2015,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Ottawa; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Ottawa Hospital Anesthesia Alternate Funds Association; University of Toronto; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Polysomnogram; Obstructive sleep apnea; Diagnosis code; Continuous positive airway pressure; Sleep apnea; Sleep study; Apnea–hypopnea index; Polysomnography; Intensive care medicine; Emergency medicine; Internal medicine; Apnea; Population","score_opus":0.1951593681276263,"score_gpt":0.4037132495477268,"score_spread":0.2085538814201005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1918109950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99492455,0.00037821912,0.00013540788,0.0004841437,0.00016400195,0.00042752488,0.000011762225,0.000048619237,0.0034258028],"genre_scores_gemma":[0.99633074,0.000006772089,0.0029384345,0.00024858373,0.00014940203,0.00002960314,0.0001590155,0.00002666255,0.000110778536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979956,0.00027992952,0.00032147465,0.00063163746,0.00029982082,0.00047150638],"domain_scores_gemma":[0.9982829,0.00023668924,0.00008304737,0.0009425524,0.00018483182,0.0002699498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000599683,0.00017931196,0.00043545084,0.00024677766,0.00003911869,0.000016135802,0.00046801296,0.00018411165,0.000097187294],"category_scores_gemma":[0.0010681457,0.00015756754,0.00003762405,0.00037617885,0.00035989485,0.00024348666,0.0003082014,0.00043150657,0.00029714726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011941236,0.0002841594,0.9492807,0.00005101073,0.00013572272,0.0033038768,0.0024931694,0.000005152236,0.0026332315,0.0022690517,0.00038517325,0.037964627],"study_design_scores_gemma":[0.0028430317,0.0009787166,0.9776505,0.000024102485,0.000051462448,0.0013353875,0.006465521,0.0014592207,0.0023151226,0.003922566,0.0027012657,0.00025306572],"about_ca_topic_score_codex":0.00015614249,"about_ca_topic_score_gemma":0.00008164582,"teacher_disagreement_score":0.037711564,"about_ca_system_score_codex":0.0001468524,"about_ca_system_score_gemma":0.00014916492,"threshold_uncertainty_score":0.64254177},"labels":[],"label_agreement":null},{"id":"W1919192216","doi":"10.1183/13993003/erj.42.suppl_57.p3594","title":"CPAP compliance - A two year follow-up study: The Icelandic sleep apnea cohort (ISAC)","year":2013,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Obesity; Cohort; Sleep apnea; Pediatrics; Population; Apnea; Cohort study; Internal medicine","score_opus":0.0612955410108538,"score_gpt":0.32595588252926766,"score_spread":0.2646603415184139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1919192216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9485379,0.0005168896,0.0002565724,0.00046756348,0.00075288943,0.0013828712,0.0000040489226,0.000078928366,0.048002373],"genre_scores_gemma":[0.99520236,0.0000068058293,0.0001484129,0.001313097,0.0014994361,0.000026805368,0.000001875651,0.00011610617,0.0016850907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99535984,0.0015887148,0.00065209274,0.00044861186,0.0012623211,0.00068842864],"domain_scores_gemma":[0.99756426,0.00013923332,0.00027194488,0.00088518194,0.0005587789,0.0005806053],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026209527,0.00030608228,0.00040762537,0.00022084574,0.0006593161,0.00033860203,0.0007289512,0.00003857517,0.0024324746],"category_scores_gemma":[0.00039467722,0.00019771178,0.00022323645,0.00040480393,0.000307112,0.0002592941,0.00027700068,0.0016258211,0.00675796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039357858,0.0004616134,0.94047266,0.00002724083,0.0008857735,0.0016897073,0.001145719,0.000012292125,0.0072705243,0.000056589364,0.01360434,0.033979934],"study_design_scores_gemma":[0.008231693,0.0011453022,0.95206124,0.000051219944,0.0001851275,0.0005365491,0.0020892636,0.00016666918,0.00016401874,0.000033594904,0.03506616,0.0002691382],"about_ca_topic_score_codex":0.000021037536,"about_ca_topic_score_gemma":0.000008410498,"teacher_disagreement_score":0.046664506,"about_ca_system_score_codex":0.0001814057,"about_ca_system_score_gemma":0.0000756036,"threshold_uncertainty_score":0.9984794},"labels":[],"label_agreement":null},{"id":"W1928937539","doi":"10.1016/j.cjca.2015.07.712","title":"Increased Mortality Associated With Adaptive Servo-Ventilation Therapy in Heart Failure Patients With Central Sleep Apnea in the Halted SERVE-HF Trial","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Central sleep apnea; Heart failure; Ejection fraction; Sleep apnea; Obstructive sleep apnea; Cardiology; Internal medicine; Apnea; Intensive care medicine; Mechanical ventilation; Ventilation (architecture); Polysomnography","score_opus":0.03597505693317141,"score_gpt":0.2719399251576575,"score_spread":0.23596486822448612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1928937539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99777377,0.000055094337,0.00009535129,0.0007376942,0.00015522267,0.0009318229,0.000035593854,0.0000035687287,0.00021187117],"genre_scores_gemma":[0.9993847,8.4116544e-7,0.00007519073,0.00016612091,0.00026949614,0.000014367475,0.0000676964,0.000019652129,0.000001939076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99715585,0.0011794303,0.00041333213,0.00018526564,0.0005221884,0.00054394],"domain_scores_gemma":[0.99805135,0.00013205703,0.00022236163,0.00021742932,0.00080722687,0.00056956446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012763382,0.0001685837,0.00061963446,0.00039906896,0.000048681868,0.000023356768,0.00018397674,0.00016696341,0.00001278218],"category_scores_gemma":[0.0005066764,0.00010491305,0.000102002785,0.0006039997,0.00020414732,0.00016165012,0.000007271666,0.0007143138,0.0000013369064],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01575981,0.000039864117,0.9812047,0.0000030259748,0.00036539414,0.00031020312,0.0006184274,0.0010286398,0.000011974712,0.000013855779,0.00024441766,0.00039968773],"study_design_scores_gemma":[0.053608622,0.0036195784,0.94102323,0.000041191797,0.00006577018,0.000067160334,0.00077780994,0.00013975191,0.000021124411,0.000041750387,0.0004921789,0.000101806145],"about_ca_topic_score_codex":0.0063549345,"about_ca_topic_score_gemma":0.065296106,"teacher_disagreement_score":0.05894117,"about_ca_system_score_codex":0.0007917277,"about_ca_system_score_gemma":0.0012978278,"threshold_uncertainty_score":0.96068025},"labels":[],"label_agreement":null},{"id":"W1931514109","doi":"10.1002/lary.24131","title":"The effect of nasal surgery on nasal continuous positive airway pressure compliance","year":2013,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Septoplasty; Medicine; Continuous positive airway pressure; Anesthesia; Nose; Obstructive sleep apnea; Surgery; Nasal septum; Airway obstruction; Sleep apnea; Airway","score_opus":0.014776581554383897,"score_gpt":0.28672823676850867,"score_spread":0.2719516552141248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1931514109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824086,0.0012517229,0.000021001955,0.0047063315,0.0003166142,0.0019161105,0.00002720808,0.00005036014,0.009302041],"genre_scores_gemma":[0.997199,0.000028781295,0.000020607806,0.00023955213,0.00019966072,0.00013210668,0.000011387776,0.000040327843,0.002128562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976737,0.0006252597,0.00028493511,0.00027300854,0.00064353383,0.0004995714],"domain_scores_gemma":[0.9950857,0.0037155584,0.00013608365,0.0006840635,0.00025565634,0.0001229381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009379122,0.00022060133,0.0005181355,0.000057245776,0.00025784777,0.00004810068,0.00034520877,0.00008654535,0.00027334562],"category_scores_gemma":[0.00063146965,0.00010531633,0.00017715986,0.0002512351,0.0005938884,0.00008882003,0.00014642066,0.0005213495,0.0005574426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015866866,0.00080265076,0.36658645,0.0014618097,0.0045313174,0.00022472638,0.0016408947,0.000045135468,0.22491,0.0027227576,0.08128045,0.29992694],"study_design_scores_gemma":[0.0028329324,0.003334241,0.6688611,0.0005705376,0.00025502424,0.00007196624,0.00014630143,0.001063327,0.31807587,0.000118136915,0.004386238,0.00028435368],"about_ca_topic_score_codex":0.00026433374,"about_ca_topic_score_gemma":0.000007282354,"teacher_disagreement_score":0.3022746,"about_ca_system_score_codex":0.000039966602,"about_ca_system_score_gemma":0.000035875863,"threshold_uncertainty_score":0.7164983},"labels":[],"label_agreement":null},{"id":"W1932100411","doi":"","title":"Treatment, airway and compliance effects of a titratable oral appliance.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":190,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Airway; Respiratory disturbance index; Continuous positive airway pressure; Anesthesia; Pharynx; Surgery; Polysomnography; Apnea","score_opus":0.035349273133010777,"score_gpt":0.28615368772164573,"score_spread":0.25080441458863495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1932100411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97297543,0.0010415848,0.000030439298,0.0002134726,0.000042401876,0.0017062331,0.000009654348,0.000034574703,0.023946231],"genre_scores_gemma":[0.9928004,0.0001377252,0.00032224323,0.000033513894,0.000048215188,0.000911272,0.000005669837,0.000014405296,0.005726561],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991632,0.000025774465,0.00011138725,0.00020822174,0.00016607072,0.00032535856],"domain_scores_gemma":[0.99950486,0.00005623556,0.000023769642,0.00021398428,0.000034566816,0.00016657753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060938397,0.00010157396,0.00025794262,0.000044679393,0.000031942294,0.00000907887,0.00004848088,0.000039841107,0.00015581794],"category_scores_gemma":[0.00003224053,0.00008038858,0.000037924037,0.00016834095,0.00014436092,0.00006216905,0.000013927166,0.00007005572,0.000044703465],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028805478,0.00023508092,0.037620034,0.00027193432,0.0000992278,0.000040607054,0.00004425236,5.909961e-7,0.0010453546,0.00008201797,0.00009392582,0.9601789],"study_design_scores_gemma":[0.0061040637,0.00037001382,0.9253877,0.000033550776,0.00010450629,0.00005881594,0.000015386022,0.00028636464,0.0560714,0.000099577315,0.011335788,0.00013287703],"about_ca_topic_score_codex":0.000070740985,"about_ca_topic_score_gemma":0.0000065929385,"teacher_disagreement_score":0.96004605,"about_ca_system_score_codex":0.00007436003,"about_ca_system_score_gemma":0.000010687715,"threshold_uncertainty_score":0.32781512},"labels":[],"label_agreement":null},{"id":"W1932208440","doi":"10.1007/s11325-015-1223-x","title":"Comorbid depression in obstructive sleep apnea: an under-recognized association","year":2015,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Sunnybrook Health Science Centre","funders":"National Plan for Science, Technology and Innovation; National Plan for Science,Technology and Innovation","keywords":"Obstructive sleep apnea; Depression (economics); Medicine; Continuous positive airway pressure; Otorhinolaryngology; Neurology; Sleep apnea; Comorbidity; Psychiatry; Sleep disorder; Internal medicine; Insomnia","score_opus":0.058745549175201986,"score_gpt":0.36571951444987816,"score_spread":0.3069739652746762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1932208440","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004797729,0.9895793,0.00016137084,0.000073787895,0.0005518249,0.0018394085,0.00006864822,0.00012348239,0.0028044465],"genre_scores_gemma":[0.009710326,0.9858727,0.0017529491,0.00009383718,0.0008365632,0.00023604129,0.00090507214,0.00023301622,0.00035953717],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958173,0.0007204756,0.0008012844,0.0009800062,0.0009678644,0.0007130408],"domain_scores_gemma":[0.9976898,0.0004311157,0.00051305076,0.0005261592,0.00035886472,0.00048099877],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015569311,0.0006059868,0.0023153555,0.00067569246,0.00016031461,0.00013109004,0.00024018265,0.0009130264,0.00006580628],"category_scores_gemma":[0.0005332491,0.00049414,0.00028377457,0.00064855436,0.00009018416,0.00042325468,0.00028256048,0.0016331391,0.000060189683],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007011447,0.00017544457,0.002829942,0.0026878288,0.000381805,0.0001489964,0.00044193637,0.0000010006955,0.0000070663236,0.000029456583,0.000016453809,0.99320996],"study_design_scores_gemma":[0.038562678,0.0022697016,0.02442712,0.05148323,0.018966857,0.0054948186,0.006693027,0.010593184,0.00013416071,0.0045200326,0.82958907,0.007266142],"about_ca_topic_score_codex":0.00020141821,"about_ca_topic_score_gemma":0.000046386074,"teacher_disagreement_score":0.9859438,"about_ca_system_score_codex":0.0017626603,"about_ca_system_score_gemma":0.00014431585,"threshold_uncertainty_score":0.99975103},"labels":[],"label_agreement":null},{"id":"W1936874189","doi":"10.1183/13993003/erj.42.suppl_57.4654","title":"Improvement in exercise capacity in obese obstructive sleep apnea (OSA): Respective impact of ventilatory support during exercise and respiratory muscle training in a randomized controlled trial","year":2013,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Continuous positive airway pressure; Physical therapy; Ventilation (architecture); Obstructive sleep apnea; Randomized controlled trial; Aerobic exercise; VO2 max; Aerobic capacity; Respiratory system; Anesthesia; Internal medicine; Heart rate; Blood pressure","score_opus":0.03311075147239482,"score_gpt":0.29106646241126305,"score_spread":0.2579557109388682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1936874189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888324,0.0012516062,0.000008091243,0.00002081,0.00029485615,0.007703458,0.000009411218,0.000026818865,0.001852523],"genre_scores_gemma":[0.99897754,0.00007110926,0.000120250246,0.00004300642,0.0002679075,0.0003727502,0.0000013306303,0.000112406706,0.000033719294],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9914939,0.002647523,0.002936206,0.0007880823,0.001068934,0.0010653482],"domain_scores_gemma":[0.9967635,0.00046307582,0.0010869593,0.00055960164,0.00048209628,0.00064471544],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010036262,0.00059023575,0.0032522224,0.00260567,0.00013945172,0.00011686933,0.00035357504,0.00018102919,0.00045161476],"category_scores_gemma":[0.0022543503,0.00047915944,0.0008117728,0.00079009094,0.0006938997,0.00072400225,0.00023318369,0.0021050866,0.000022817138],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.84529126,0.00080089533,0.03187593,0.00016376744,0.0003511753,0.0020304096,0.011489014,0.00010134793,0.0801996,0.000013921684,0.000010575725,0.027672105],"study_design_scores_gemma":[0.61473227,0.0009927575,0.37869328,0.00060313137,0.0000973008,0.000039529572,0.002363513,0.00016244382,0.0019121867,0.00011387005,0.0000050980807,0.0002846165],"about_ca_topic_score_codex":0.0001438285,"about_ca_topic_score_gemma":0.0000533857,"teacher_disagreement_score":0.34681734,"about_ca_system_score_codex":0.0012273989,"about_ca_system_score_gemma":0.00050027965,"threshold_uncertainty_score":0.999766},"labels":[],"label_agreement":null},{"id":"W1936945698","doi":"","title":"An audit of two night ambulatory sleep polygraphy in community practice","year":2013,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Medicine; Interquartile range; Ambulatory; Sleep study; Respiratory disturbance index; Sleep (system call); Sleep apnea; Demographics; Physical therapy; Sleep disorder; Apnea; Polysomnography; Emergency medicine; Internal medicine; Demography; Insomnia; Psychiatry","score_opus":0.019037824657277845,"score_gpt":0.346006385078966,"score_spread":0.32696856042168815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1936945698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9573978,0.00007959607,0.00035008116,0.001118565,0.000055229517,0.0005344371,0.0000024854305,0.000042360014,0.040419444],"genre_scores_gemma":[0.9921848,0.000005305399,0.0071168477,0.00047701385,0.000042134307,0.000025721263,0.000009884514,0.00001987449,0.00011837308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820745,0.00061619404,0.00028806744,0.00015845583,0.0004421257,0.0002876944],"domain_scores_gemma":[0.99801767,0.000422441,0.00008515368,0.0008561662,0.00040737883,0.00021120257],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007476356,0.00011715991,0.00026413408,0.0003557116,0.00006239435,0.00001530511,0.00023641251,0.00007328189,0.0018282623],"category_scores_gemma":[0.00045564663,0.00009695703,0.00005986434,0.0004983418,0.00022851267,0.0005292169,0.000098895245,0.0007545359,0.0001528732],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040872593,0.004379461,0.7110785,0.00021227931,0.00025579883,0.00004976542,0.002732136,0.000009345948,0.23263189,0.00738856,0.00077478215,0.040078744],"study_design_scores_gemma":[0.003737831,0.00095625146,0.95329744,0.000035203815,0.00005785664,0.000044194934,0.005992056,0.0025127423,0.03118665,0.0013313484,0.00065379223,0.00019463034],"about_ca_topic_score_codex":0.011606825,"about_ca_topic_score_gemma":0.00043023753,"teacher_disagreement_score":0.24221893,"about_ca_system_score_codex":0.00008309777,"about_ca_system_score_gemma":0.00003656861,"threshold_uncertainty_score":0.9990842},"labels":[],"label_agreement":null},{"id":"W1940686456","doi":"","title":"Approach to outpatient management of adult sleep apnea.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sleep apnea; Medicine; Obstructive sleep apnea; Polysomnography; Sleep medicine; Apnea; Referral; Sleep (system call); Sleep disorder; Physical therapy; Intensive care medicine; Pediatrics; Family medicine; Insomnia; Psychiatry; Internal medicine","score_opus":0.03570981798873216,"score_gpt":0.2545025193251257,"score_spread":0.21879270133639353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1940686456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79820335,0.000054607517,0.0029183154,0.0006122301,0.00016492404,0.0034601896,0.000009443995,0.00006044825,0.19451652],"genre_scores_gemma":[0.9905035,0.000007630596,0.005550733,0.00017018063,0.000080839694,0.0020615023,0.000012388292,0.000024036915,0.0015892023],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982576,0.00003191128,0.00025566385,0.00030884775,0.0006849887,0.00046102828],"domain_scores_gemma":[0.99895364,0.00001675574,0.000048048405,0.00043637975,0.0002195656,0.00032561508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015227278,0.00012086715,0.00024621168,0.0001937669,0.00004491984,0.000004181526,0.00015873057,0.000049900413,0.000018358802],"category_scores_gemma":[0.00007865118,0.00010429197,0.00008372705,0.0004306886,0.00009730967,0.0000421391,0.00015488146,0.00013726638,0.00005298317],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010284451,0.0024898092,0.08109268,0.00095201156,0.0008365811,0.00017615038,0.001668552,0.000066058565,0.000119366916,0.0049373317,0.0022431924,0.9043898],"study_design_scores_gemma":[0.002179647,0.00013677373,0.99051493,0.0000099936115,0.00007188416,0.00004315419,0.00048914424,0.000439987,0.0038898576,0.0000312803,0.002042646,0.00015072417],"about_ca_topic_score_codex":0.000020962487,"about_ca_topic_score_gemma":3.7123567e-7,"teacher_disagreement_score":0.9094222,"about_ca_system_score_codex":0.00012731538,"about_ca_system_score_gemma":0.0000051888346,"threshold_uncertainty_score":0.42529032},"labels":[],"label_agreement":null},{"id":"W1946016375","doi":"10.1183/13993003/erj.42.suppl_57.p3586","title":"Sleep position trainer vs. tennis ball technique in positional OSA","year":2013,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Supine position; Medicine; Physical therapy; Body position; Trainer; Tennis ball; Anesthesia; Physical medicine and rehabilitation; sports equipment","score_opus":0.019262956794593927,"score_gpt":0.27752454728356,"score_spread":0.2582615904889661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1946016375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9413024,0.00025817257,0.0050135073,0.0027872622,0.00019587572,0.0010066004,0.000011529396,0.00009250646,0.04933213],"genre_scores_gemma":[0.99347115,0.0000050117305,0.0028709031,0.0025275126,0.0008247493,0.000029708608,0.000010453478,0.00007704539,0.00018348222],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9971252,0.0008070125,0.0005670579,0.00030960416,0.0006986184,0.0004925068],"domain_scores_gemma":[0.9986594,0.000057343277,0.00014287776,0.0002794384,0.00042342793,0.00043755092],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001389627,0.00021608143,0.00026049063,0.00062088063,0.00017415923,0.00013355902,0.00023789893,0.00008033936,0.0026959972],"category_scores_gemma":[0.00018751934,0.000183039,0.0001561176,0.00033798913,0.00015563035,0.00039009354,0.00008705656,0.0012543151,0.0008647901],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004311478,0.00053759053,0.04388436,0.00005513276,0.00012584637,0.0050374107,0.00025126914,0.000026598445,0.9012408,0.0006472019,0.0049146395,0.04284798],"study_design_scores_gemma":[0.0032511607,0.0011099189,0.9725666,0.00016944135,0.000032632128,0.0039526564,0.000120844146,0.00018650573,0.010168585,0.0003365628,0.0077973614,0.0003077258],"about_ca_topic_score_codex":0.0000064634996,"about_ca_topic_score_gemma":0.0000014099153,"teacher_disagreement_score":0.92868227,"about_ca_system_score_codex":0.00035423835,"about_ca_system_score_gemma":0.000069155685,"threshold_uncertainty_score":0.99991316},"labels":[],"label_agreement":null},{"id":"W1947094370","doi":"10.1111/jsr.12305","title":"Influence of neighbourhood‐level crowding on sleep‐disordered breathing severity: mediation by body size","year":2015,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Misericordia Community Hospital; Health Sciences Centre; Manitoba Health","funders":"","keywords":"Crowding; Sleep disordered breathing; Mediation; Neighbourhood (mathematics); Psychology; Medicine; Audiology; Physical medicine and rehabilitation; Cognitive psychology; Cardiology; Political science; Mathematics; Obstructive sleep apnea","score_opus":0.07076628003132582,"score_gpt":0.38241893619255407,"score_spread":0.3116526561612283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1947094370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919767,0.0005338206,0.00033174737,0.0034153534,0.00015650969,0.00048405206,0.000028336775,0.00001614339,0.0030573336],"genre_scores_gemma":[0.9977211,0.00008698765,0.0013912438,0.0000944878,0.00039335227,0.000009223355,0.0000060050666,0.000054979777,0.00024264271],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9921608,0.0006628595,0.001020757,0.0003428801,0.004990879,0.0008218448],"domain_scores_gemma":[0.991572,0.0016357589,0.0004960722,0.0004914917,0.0049268506,0.0008777994],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0070166923,0.0002368421,0.00069749105,0.00096881547,0.00017165956,0.00008801018,0.00060289376,0.00024484552,0.00019418752],"category_scores_gemma":[0.015576945,0.00019822532,0.00018675748,0.0012630773,0.0003900599,0.0006741271,0.000252972,0.002233303,0.000053863358],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01025157,0.0030359265,0.17613825,0.00077359914,0.0015049167,0.0012995963,0.006759244,0.0021593522,0.7033332,0.00068913447,0.011366416,0.08268882],"study_design_scores_gemma":[0.027388047,0.013274134,0.71505105,0.0013962397,0.0002733472,0.0015303245,0.008205639,0.017122474,0.20735714,0.0048720576,0.0026384422,0.0008911277],"about_ca_topic_score_codex":0.00022899659,"about_ca_topic_score_gemma":0.00000618656,"teacher_disagreement_score":0.5389128,"about_ca_system_score_codex":0.00085458567,"about_ca_system_score_gemma":0.00047263264,"threshold_uncertainty_score":0.99271524},"labels":[],"label_agreement":null},{"id":"W1948309855","doi":"","title":"Clinical audit of the Quebec Sleep Questionnaire in a routine sleep apnoea service","year":2012,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sleep (system call); Physical therapy; Excessive daytime sleepiness; Sleep study; Epworth Sleepiness Scale; Pediatrics; Polysomnography; Sleep disorder; Apnea; Anesthesia; Insomnia; Psychiatry","score_opus":0.030294857298112394,"score_gpt":0.348470632452628,"score_spread":0.3181757751545156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1948309855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842341,0.00026634004,0.00036369698,0.008857801,0.00048711707,0.0006088505,0.000002901503,0.00004410569,0.0051350757],"genre_scores_gemma":[0.99722624,0.0000049617265,0.00055022695,0.0009602806,0.0004150761,0.000021968024,0.0000036623615,0.000024274626,0.00079333415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977895,0.00033011686,0.0006124984,0.00024404899,0.00055544084,0.0004684151],"domain_scores_gemma":[0.99850816,0.00016140158,0.00012526824,0.0006701369,0.00029868324,0.0002363608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013035601,0.00015069074,0.0003828249,0.00011231294,0.000042745916,0.000007210214,0.00026380183,0.0001741409,0.0005242639],"category_scores_gemma":[0.00094713765,0.00009461226,0.0001516223,0.00074740377,0.00020286533,0.00016493407,0.0002593498,0.00057132763,0.00019473127],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015719731,0.0005571846,0.9726967,0.00011425238,0.00006595259,0.000003877465,0.00042746912,0.0000053009285,0.0006875532,0.0026417137,0.00008830145,0.022554494],"study_design_scores_gemma":[0.0019449508,0.00007782921,0.9928524,0.00011495684,0.000053567965,0.0000219374,0.00028371444,0.0022346717,0.0013440988,0.00006632462,0.0009080065,0.000097542514],"about_ca_topic_score_codex":0.007629986,"about_ca_topic_score_gemma":0.012748134,"teacher_disagreement_score":0.022456951,"about_ca_system_score_codex":0.00019407446,"about_ca_system_score_gemma":0.00008089394,"threshold_uncertainty_score":0.9989783},"labels":[],"label_agreement":null},{"id":"W1949896557","doi":"10.1542/peds.2015-0127","title":"Association of National Guidelines With Tonsillectomy Perioperative Care and Outcomes","year":2015,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Tonsillectomy; Perioperative; Otorhinolaryngology; Retrospective cohort study; Cohort; Cohort study; Pediatrics; Emergency medicine; Surgery; Internal medicine","score_opus":0.0429005340070387,"score_gpt":0.358926227803653,"score_spread":0.3160256937966143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1949896557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905028,0.00084549526,0.00011073348,0.0017502513,0.00006391186,0.00024339012,0.000033105793,0.000017830462,0.006432509],"genre_scores_gemma":[0.9913113,0.000044790624,0.007513018,0.00009263538,0.00020729417,0.000010833072,0.000023394685,0.0000111123745,0.0007856347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878883,0.000028865938,0.00015386096,0.000121384066,0.0007978532,0.00010919808],"domain_scores_gemma":[0.9958086,0.00012621171,0.00007522398,0.000064776075,0.003828146,0.00009701913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023604177,0.000071494374,0.00016930893,0.00013067274,0.000029584007,0.00001119218,0.000030210624,0.00005150509,0.000015515718],"category_scores_gemma":[0.002705844,0.00005090092,0.000021847442,0.0002550105,0.000032761745,0.0000671161,0.000031429183,0.00009586517,0.000004837825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050938765,0.000020602864,0.9957714,0.00004197228,0.000043157983,0.0000027085193,0.0017636094,0.000013017656,0.000041907046,0.0000907308,0.0011847119,0.0009752115],"study_design_scores_gemma":[0.009548393,0.001356151,0.96552163,0.000016567219,0.00033034317,0.000030203928,0.013490746,0.0008332663,0.0013224685,0.00010996652,0.0071353004,0.0003049767],"about_ca_topic_score_codex":0.000035651596,"about_ca_topic_score_gemma":0.000023797862,"teacher_disagreement_score":0.030249814,"about_ca_system_score_codex":0.00026237432,"about_ca_system_score_gemma":0.00025904345,"threshold_uncertainty_score":0.32393432},"labels":[],"label_agreement":null},{"id":"W1950012308","doi":"10.1002/lary.24275","title":"Outcome measurements in obstructive sleep apnea: Beyond the apnea‐hypopnea index","year":2013,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Apnea–hypopnea index; Continuous positive airway pressure; Physical therapy; Hypopnea; Inclusion and exclusion criteria; Sleep apnea; Quality of life (healthcare); Apnea; Cohort; Positive airway pressure; Intensive care medicine; Polysomnography; Internal medicine; Pathology; Alternative medicine","score_opus":0.10633472636831774,"score_gpt":0.3738714172835125,"score_spread":0.2675366909151947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1950012308","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007849734,0.97372085,0.0000572575,0.000979217,0.0010940792,0.0083809355,0.00006596102,0.00010726269,0.014809471],"genre_scores_gemma":[0.0051762736,0.982672,0.00036166963,0.0012742806,0.0015695719,0.0033994205,0.0002305681,0.0006194271,0.0046968334],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919596,0.001538376,0.001738161,0.0011613007,0.0021327292,0.0014698387],"domain_scores_gemma":[0.9951204,0.0008734016,0.0006759292,0.0025542914,0.00041769372,0.00035828826],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023336876,0.0012106077,0.0033836372,0.0005888198,0.00039676184,0.00019314498,0.0021125777,0.00072208536,0.0009408008],"category_scores_gemma":[0.0008878988,0.0006039545,0.00091900985,0.0018883126,0.0008863832,0.00027170568,0.0010891344,0.0038734518,0.0026757768],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007157973,0.00020917263,0.0060028853,0.0050981957,0.0013838408,0.000067384135,0.00040091408,0.0000014241851,0.000012131924,0.00018187625,0.0006310459,0.98593956],"study_design_scores_gemma":[0.0028958258,0.00029866907,0.007540585,0.002793375,0.0028439027,0.00047114366,0.00050292525,0.00021766292,0.000031344873,0.00060524774,0.980533,0.0012663251],"about_ca_topic_score_codex":0.00040790916,"about_ca_topic_score_gemma":0.00008410289,"teacher_disagreement_score":0.9846732,"about_ca_system_score_codex":0.0009841674,"about_ca_system_score_gemma":0.00029072954,"threshold_uncertainty_score":0.99997246},"labels":[],"label_agreement":null},{"id":"W1954150505","doi":"10.1007/s12630-012-9746-0","title":"Unplanned admission after day surgery: A historical cohort study in patients with obstructive sleep apnea","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Ottawa Hospital Anesthesia Alternate Funds Association","keywords":"Medicine; Interquartile range; Obstructive sleep apnea; Ambulatory; Confidence interval; Odds ratio; Polysomnography; Medical record; Continuous positive airway pressure; Sleep study; Emergency medicine; Sleep apnea; Hazard ratio; Cohort; Internal medicine; Apnea","score_opus":0.011279097742124466,"score_gpt":0.22906251672483752,"score_spread":0.21778341898271306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1954150505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99673814,0.0006396163,0.000009139532,0.0011551011,0.0005282377,0.0007797763,0.0000051795887,0.00000817309,0.00013662984],"genre_scores_gemma":[0.99879324,0.0000041182934,0.00018326499,0.000059273472,0.0006985062,0.000017215129,0.000009155008,0.00010312732,0.00013211464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99462575,0.0005598801,0.0011974556,0.00035953117,0.0015164688,0.0017408992],"domain_scores_gemma":[0.9911034,0.00021480027,0.0006811557,0.00040955495,0.0013194622,0.006271641],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027695985,0.00050476816,0.0012879523,0.0023600848,0.00030359766,0.0001222978,0.0003995261,0.0002472026,0.0004311678],"category_scores_gemma":[0.0006965504,0.00039246524,0.00028688664,0.0010993986,0.00019636087,0.000870939,0.000016354454,0.0016953113,0.000016587948],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013951686,0.00036275972,0.7849359,0.000021275138,0.00022691749,0.2079779,0.0015790255,0.000009094333,0.0000013734809,0.0000044661274,0.0002959879,0.0031901596],"study_design_scores_gemma":[0.0022026696,0.0016461222,0.72618157,0.00012547658,0.00022661111,0.26752704,0.0006767603,0.000005870767,0.000007233634,0.000009899023,0.0010801848,0.00031055117],"about_ca_topic_score_codex":0.00632296,"about_ca_topic_score_gemma":0.008138461,"teacher_disagreement_score":0.05954913,"about_ca_system_score_codex":0.0075652045,"about_ca_system_score_gemma":0.0027212775,"threshold_uncertainty_score":0.9998527},"labels":[],"label_agreement":null},{"id":"W1954692778","doi":"10.1164/rccm.2203016","title":"Crossing the Threshold: Implications for Central Sleep Apnea","year":2002,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute; University of Toronto","funders":"","keywords":"Medicine","score_opus":0.04293415239185641,"score_gpt":0.36080930973560554,"score_spread":0.31787515734374916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1954692778","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019536383,0.01718611,0.0030304678,0.9578471,0.00066354236,0.00070603663,0.00010071902,0.0000232261,0.00090640166],"genre_scores_gemma":[0.6213572,0.00004864082,0.000464635,0.36566725,0.012280246,0.000036947054,0.000021272854,0.00008282016,0.000040994488],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969664,0.00022399185,0.0008399884,0.0003845839,0.0008195317,0.00076545944],"domain_scores_gemma":[0.99516356,0.0017779235,0.00036454547,0.0005120575,0.001705798,0.00047609388],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00053643895,0.00036133558,0.0010923478,0.0003130556,0.0004938383,0.00009024872,0.0003665487,0.00024728963,0.00012613193],"category_scores_gemma":[0.0020728863,0.0002143078,0.0003195244,0.00037428783,0.0067829075,0.00010004096,0.00006375638,0.0027977887,0.0000021056276],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000836962,0.00012723054,0.032156114,0.0018647421,0.00067986484,0.0015042775,0.003241841,0.0000016387083,0.0012315507,0.0012474564,0.3487832,0.6083251],"study_design_scores_gemma":[0.0027733776,0.011757192,0.01900838,0.0005574577,0.0018461221,0.002047031,0.005217832,0.000044097596,0.000098618395,0.0005435553,0.9557131,0.00039321627],"about_ca_topic_score_codex":0.000007579608,"about_ca_topic_score_gemma":0.0000010885907,"teacher_disagreement_score":0.6079319,"about_ca_system_score_codex":0.00019713523,"about_ca_system_score_gemma":0.00017710117,"threshold_uncertainty_score":0.9995028},"labels":[],"label_agreement":null},{"id":"W1955560742","doi":"10.1155/2014/592947","title":"Sleep Laboratory Test Referrals in Canada: Sleep Apnea Rapid Response Survey","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; University of British Columbia; Hospital for Sick Children; University of Ottawa; Queen's University; University of Saskatchewan; University of Alberta; Kingston General Hospital; Public Health Agency of Canada","funders":"","keywords":"Medicine; Sleep (system call); Sleep apnea; Test (biology); Apnea; Audiology; Psychiatry; Anesthesia","score_opus":0.0357762480174532,"score_gpt":0.27995038788297916,"score_spread":0.24417413986552594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1955560742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99357283,0.0009304692,0.00004728531,0.001898175,0.0007044623,0.00040976467,0.00026996798,0.000020912958,0.002146159],"genre_scores_gemma":[0.99301887,0.0000065987338,0.00009967314,0.006154265,0.00048677644,0.000018034705,0.000014091799,0.00009570936,0.00010598409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935864,0.002473708,0.0008865733,0.0005277202,0.0010276765,0.00149792],"domain_scores_gemma":[0.9931266,0.0012787498,0.00023068996,0.00080992206,0.001029543,0.0035245037],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007173064,0.00037978112,0.00067697634,0.0014450292,0.00036621824,0.00011374151,0.0005308559,0.00024190581,0.0013020813],"category_scores_gemma":[0.011309739,0.0003768189,0.00010135332,0.0012939936,0.00020320764,0.00023811641,0.000053102864,0.0018968241,0.00013347647],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0009700107,0.000043993412,0.9435467,0.00003395507,0.00009197713,0.003132376,0.00009920308,0.00004705094,0.0068052593,0.000033724657,0.009293943,0.03590182],"study_design_scores_gemma":[0.0023453995,0.00043620256,0.8793636,0.000042078726,0.000021200889,0.00022207182,0.00021600163,0.0004597646,0.00086110027,0.000016383372,0.115665406,0.000350785],"about_ca_topic_score_codex":0.8716585,"about_ca_topic_score_gemma":0.99739224,"teacher_disagreement_score":0.12573375,"about_ca_system_score_codex":0.008295046,"about_ca_system_score_gemma":0.014124111,"threshold_uncertainty_score":0.9998684},"labels":[],"label_agreement":null},{"id":"W1957003608","doi":"10.1164/rccm.200711-1717ed","title":"Respiratory Sleep Medicine","year":2008,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Respiratory system; Sleep (system call); Intensive care medicine; Internal medicine","score_opus":0.03729538014387989,"score_gpt":0.35007923135951496,"score_spread":0.31278385121563507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1957003608","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05706154,0.07809873,0.00036156614,0.853527,0.0021224762,0.0007295864,0.00004809023,0.00008622031,0.007964786],"genre_scores_gemma":[0.198942,0.00050827547,0.00034047302,0.7696633,0.030205425,0.000017454324,0.000026620686,0.00019672142,0.00009975566],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920789,0.0009978605,0.0019067852,0.0007835572,0.0032148096,0.0010180656],"domain_scores_gemma":[0.99148613,0.0021650172,0.0008192413,0.0008596697,0.0034483348,0.0012216085],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012081382,0.00081594597,0.0031681363,0.0015433055,0.00026037396,0.000019081199,0.00053283985,0.00064275233,0.0007687723],"category_scores_gemma":[0.006384573,0.0005614235,0.0003748603,0.00092070334,0.013809019,0.0001877362,0.0001463642,0.0069262194,0.00002033719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012301912,0.0000888352,0.008985898,0.0019513041,0.0005858615,0.048920896,0.0020092386,2.831879e-7,0.0015797177,0.00015704102,0.74175733,0.19273338],"study_design_scores_gemma":[0.004022588,0.033721246,0.004606655,0.0017788034,0.001333379,0.0051373187,0.005171315,0.0000019268798,0.00016899091,0.0000826532,0.94346553,0.00050959754],"about_ca_topic_score_codex":0.00003683869,"about_ca_topic_score_gemma":0.0000018788986,"teacher_disagreement_score":0.20170817,"about_ca_system_score_codex":0.00041633548,"about_ca_system_score_gemma":0.00046625498,"threshold_uncertainty_score":0.99968374},"labels":[],"label_agreement":null},{"id":"W1962059034","doi":"10.1556/oh.2014.30058","title":"Obstructive sleep apnea in women","year":2014,"lang":"en","type":"review","venue":"Orvosi Hetilap","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Apnea; Sleep apnea; Cardiology; Internal medicine; Pediatrics; Computer science","score_opus":0.032246293817147234,"score_gpt":0.3487798823898248,"score_spread":0.3165335885726776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1962059034","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029925467,0.98144585,0.00003661644,0.000070381044,0.0005162868,0.00221115,0.000047066103,0.00010483617,0.0152685605],"genre_scores_gemma":[0.0005436427,0.9956476,0.0003737719,0.00010321718,0.0006185709,0.001056699,0.00011263992,0.000246417,0.0012974158],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953405,0.00043817188,0.0010028097,0.0011151264,0.0008509814,0.0012524113],"domain_scores_gemma":[0.997352,0.00038088558,0.0003399718,0.0011974875,0.0001841206,0.00054550834],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007050479,0.000786982,0.0037207112,0.0010135102,0.00007226703,0.000051813495,0.00052682945,0.00076133345,0.0010220683],"category_scores_gemma":[0.0005214881,0.00064756046,0.0005895252,0.0011596909,0.00031450955,0.00010293724,0.0003381501,0.0018439197,0.0019659093],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072938754,0.00012427919,0.00007677843,0.015155263,0.00028910872,0.00019669357,0.0002269537,2.450347e-7,0.000002118244,0.00023844643,0.000112708694,0.9835045],"study_design_scores_gemma":[0.0010287889,0.00025524097,0.00028048275,0.004909218,0.00033103753,0.0002443194,0.00011135437,0.000027816577,0.000007339095,0.00012409053,0.9921433,0.000537013],"about_ca_topic_score_codex":0.000024133358,"about_ca_topic_score_gemma":0.0000069722237,"teacher_disagreement_score":0.99203056,"about_ca_system_score_codex":0.0019918121,"about_ca_system_score_gemma":0.00022549428,"threshold_uncertainty_score":0.99989116},"labels":[],"label_agreement":null},{"id":"W1963636560","doi":"10.1007/s12630-014-0178-x","title":"Postoperative apnea and hypercapnia due to intentional breath holding in a freediver","year":2014,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Hypercapnia; Apnea; Medicine; Anesthesia; Intensive care medicine; Cardiology; Acidosis","score_opus":0.017857987194453685,"score_gpt":0.24622650075125227,"score_spread":0.22836851355679857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963636560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58931106,0.0006484801,0.00002000345,0.40879261,0.00033425092,0.00041843866,0.000021315373,0.0000059868757,0.00044784546],"genre_scores_gemma":[0.85285485,0.00005250783,0.0021630775,0.13371876,0.008831174,0.000019919295,0.00007629514,0.0003445528,0.0019388996],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9946003,0.00043478687,0.001347341,0.00059399684,0.0013085522,0.001715009],"domain_scores_gemma":[0.9927779,0.00023078258,0.00063265796,0.0003912161,0.0019532628,0.0040141894],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018782477,0.0007472288,0.0017497,0.0044305576,0.00041997363,0.00046917802,0.0007981767,0.0009398194,0.0005231396],"category_scores_gemma":[0.0007800966,0.0006698016,0.00043497627,0.00080244325,0.00052639993,0.0004292449,0.000037943555,0.0064140833,0.000047203102],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016638932,0.000019591585,0.00687073,0.00010398542,0.00021003862,0.855472,0.0014313117,0.000014645798,0.000061202656,0.000059465798,0.1329982,0.0025923834],"study_design_scores_gemma":[0.0016017542,0.0017588902,0.012360645,0.00087427214,0.00021454216,0.8683525,0.00063085865,0.000035751556,0.000023013328,0.00013619612,0.113469966,0.00054165226],"about_ca_topic_score_codex":0.009448158,"about_ca_topic_score_gemma":0.010238247,"teacher_disagreement_score":0.27507386,"about_ca_system_score_codex":0.002890193,"about_ca_system_score_gemma":0.0048105596,"threshold_uncertainty_score":0.9995753},"labels":[],"label_agreement":null},{"id":"W1963777623","doi":"10.5665/sleep.1436","title":"Continuous Positive Airway Pressure in Severe Obstructive Sleep Apnea Reduces Pain Sensitivity","year":2011,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Henry Ford Health System","keywords":"Medicine; Morning; Anesthesia; Obstructive sleep apnea; Continuous positive airway pressure; Polysomnogram; Discontinuation; Audiology; Polysomnography; Apnea; Internal medicine","score_opus":0.016286890042246354,"score_gpt":0.2574570169834601,"score_spread":0.24117012694121373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963777623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96111506,0.00044774057,0.0010100137,0.00047359912,0.00039468965,0.0015739447,0.00011668873,0.00016104238,0.034707196],"genre_scores_gemma":[0.9967303,0.000005771529,0.002020154,0.00023131123,0.00022950931,0.000069524336,0.000048806207,0.00007548551,0.0005891334],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9960753,0.0009996922,0.00045664757,0.0008599902,0.00070123374,0.00090718607],"domain_scores_gemma":[0.99805135,0.00033895852,0.00016548856,0.00060235435,0.0004793552,0.00036249205],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013557369,0.0004175037,0.00072848785,0.0003718241,0.00012911388,0.0000309911,0.00020046637,0.00030719294,0.00062416214],"category_scores_gemma":[0.00094289833,0.00039122268,0.00019822386,0.0006072603,0.00044517848,0.00032616124,0.00021694812,0.0009092384,0.00015272188],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045799683,0.001970086,0.36299562,0.00033385633,0.0015276354,0.004488545,0.01966895,0.000060250743,0.057098515,0.0018053802,0.00036214213,0.54510903],"study_design_scores_gemma":[0.005844752,0.0014212723,0.8469173,0.00020794904,0.00039873083,0.0006300061,0.0072226427,0.009854856,0.12495126,0.001015942,0.000539767,0.0009955663],"about_ca_topic_score_codex":0.00064695824,"about_ca_topic_score_gemma":0.00014464802,"teacher_disagreement_score":0.5441135,"about_ca_system_score_codex":0.00022832483,"about_ca_system_score_gemma":0.000050720384,"threshold_uncertainty_score":0.99985397},"labels":[],"label_agreement":null},{"id":"W1963855767","doi":"10.1016/j.sleep.2005.12.014","title":"Gender differences on polysomnographic findings in Greek subjects with obstructive sleep apnea syndrome","year":2006,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Polysomnography; Medicine; Obstructive sleep apnea; Body mass index; Non-rapid eye movement sleep; Apnea; Pediatrics; Cohort; Sleep apnea; Internal medicine; Ophthalmology; Eye movement","score_opus":0.020781004447124073,"score_gpt":0.26633678270354977,"score_spread":0.2455557782564257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963855767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984573,0.0005678183,0.00021851971,0.0014897947,0.00034176526,0.0011129403,0.000013108117,0.00013899623,0.011544039],"genre_scores_gemma":[0.9984555,0.000014150429,0.00032577827,0.00033245166,0.00034117838,0.00010771341,0.00007597117,0.00008781648,0.00025943833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953352,0.00016155682,0.0006379949,0.0009855677,0.0017792152,0.0011004638],"domain_scores_gemma":[0.9981411,0.0003569937,0.00015646298,0.0007088257,0.00024472666,0.0003918852],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045656142,0.0005781227,0.0010367135,0.0016939838,0.00015845732,0.000018460767,0.00033383528,0.00023344204,0.000525427],"category_scores_gemma":[0.00021272979,0.00039480018,0.000121127836,0.002139305,0.0011298246,0.00018563641,0.000082852705,0.0010333713,0.00007833728],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013447386,0.00051750237,0.98095,0.0002014388,0.00028574048,0.0054634525,0.0008265015,0.000016231059,0.0037538619,0.0017192834,0.00007158774,0.0048496397],"study_design_scores_gemma":[0.008306865,0.0028748,0.9823589,0.00031525205,0.00019567781,0.0016403466,0.0013528498,0.00037569567,0.00086659717,0.0012603691,0.000050115406,0.00040252914],"about_ca_topic_score_codex":0.0011538509,"about_ca_topic_score_gemma":0.00047574687,"teacher_disagreement_score":0.013882482,"about_ca_system_score_codex":0.00030387755,"about_ca_system_score_gemma":0.00004940792,"threshold_uncertainty_score":0.9998504},"labels":[],"label_agreement":null},{"id":"W1963961824","doi":"10.1016/j.sleep.2013.11.296","title":"Mild cognitive impairment in obstructive sleep apnea","year":2013,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Polysomnography; Obstructive sleep apnea; Medicine; Neuropsychology; Hypoxemia; Internal medicine; Excessive daytime sleepiness; Sleep apnea; Cardiology; Psychology; Pediatrics; Physical therapy; Cognition; Audiology; Apnea; Psychiatry; Sleep disorder","score_opus":0.02044202806960513,"score_gpt":0.3044985780047036,"score_spread":0.28405654993509843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963961824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96673495,0.00090640545,0.00046798526,0.0069275685,0.00061536755,0.0032492974,0.0000144415735,0.0001306923,0.020953273],"genre_scores_gemma":[0.99634093,0.0000311963,0.00056304067,0.0012341131,0.0006625248,0.0004649277,0.00009668047,0.0000761838,0.00053043047],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960425,0.00018055711,0.0007373951,0.00079743384,0.0012060719,0.001036025],"domain_scores_gemma":[0.99756116,0.00041225555,0.00015360047,0.00054508576,0.0006575718,0.0006703439],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00051465357,0.00045058434,0.0008674696,0.00079179974,0.00010054325,0.00002002203,0.0002474999,0.00021267013,0.0062131034],"category_scores_gemma":[0.00081084843,0.00034827375,0.00013291517,0.0010981325,0.0008326572,0.00028558966,0.00018037685,0.0009081888,0.0011597316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002135433,0.0017842128,0.6042542,0.00057761214,0.001090001,0.0010255984,0.008412621,0.000012616685,0.017305978,0.00114371,0.0030688404,0.35918918],"study_design_scores_gemma":[0.0161058,0.0019893192,0.9617642,0.00044950654,0.00021645094,0.00017582132,0.009482702,0.0036648056,0.004171997,0.0011950043,0.00035903617,0.00042532536],"about_ca_topic_score_codex":0.00089558,"about_ca_topic_score_gemma":0.000046955185,"teacher_disagreement_score":0.35876387,"about_ca_system_score_codex":0.00049335015,"about_ca_system_score_gemma":0.00004539439,"threshold_uncertainty_score":0.99989694},"labels":[],"label_agreement":null},{"id":"W1964092433","doi":"10.1152/japplphysiol.00216.2002","title":"Discriminative power of phrenic twitch-induced dynamic response for diagnosis of sleep apnea during wakefulness","year":2003,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Apnea; Medicine; Anesthesia; Obstructive sleep apnea; Polysomnography; Continuous positive airway pressure; Airway resistance; Cardiology; Airway","score_opus":0.01819545432810094,"score_gpt":0.30822942768436207,"score_spread":0.29003397335626113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964092433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99843496,0.00007332489,0.00031545825,0.00014969167,0.00019826075,0.0005602423,0.00001982039,0.000005165207,0.00024308912],"genre_scores_gemma":[0.9986835,0.000009195453,0.001112109,0.000023650075,0.00004772668,0.00006803492,0.000003144382,0.00003879686,0.000013829634],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99801904,0.00020025548,0.0007951149,0.00024236355,0.00037200254,0.00037120815],"domain_scores_gemma":[0.99708736,0.0009832176,0.00082202133,0.00031967164,0.0006427671,0.00014497955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071373186,0.00020653558,0.0009549243,0.000431338,0.000053855307,0.0000032254895,0.00021931491,0.00015409602,0.00013862345],"category_scores_gemma":[0.0006898944,0.00016269725,0.00031549015,0.00031607097,0.00026482577,0.00006859118,0.00005769946,0.00041682753,0.0000028823283],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025972849,0.0006129058,0.000459865,0.00026041013,0.000531053,0.000013290504,0.0011823341,0.00004459491,0.9670058,0.0010610281,0.000008506972,0.0028474021],"study_design_scores_gemma":[0.005909159,0.0015948039,0.1583103,0.00005410897,0.0001885688,0.000055236153,0.0021147016,0.000088760666,0.8289227,0.002595667,0.000037096244,0.00012893676],"about_ca_topic_score_codex":0.0000019808338,"about_ca_topic_score_gemma":0.0000010579323,"teacher_disagreement_score":0.15785043,"about_ca_system_score_codex":0.00016380343,"about_ca_system_score_gemma":0.00011214669,"threshold_uncertainty_score":0.66346014},"labels":[],"label_agreement":null},{"id":"W1964135429","doi":"10.1007/s11325-012-0688-0","title":"The effect of continuous positive airway pressure on total cerebral blood flow in healthy awake volunteers","year":2012,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Cerebral blood flow; Continuous positive airway pressure; Anesthesia; Blood pressure; Heart rate; Blood flow; Ultrasound; Hemodynamics; Obstructive sleep apnea; Cardiology; Internal medicine","score_opus":0.012963822547633602,"score_gpt":0.301776642149548,"score_spread":0.2888128196019144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964135429","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011362462,0.98412687,0.0000049936625,0.00009084488,0.0003729447,0.0024890034,0.00011590916,0.000026725815,0.0014102712],"genre_scores_gemma":[0.11833561,0.8794676,0.00012034064,0.00004604727,0.00091699883,0.00025823837,0.0001659375,0.00017955153,0.00050967716],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685144,0.0007556384,0.00059320714,0.00050547655,0.0005767159,0.00071750797],"domain_scores_gemma":[0.9977338,0.0012498745,0.00023817828,0.00044964557,0.00008166509,0.0002468916],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012247021,0.00049368234,0.0018996043,0.000267027,0.00017725995,0.000043580087,0.00018915928,0.00038853433,0.000027349131],"category_scores_gemma":[0.00025189962,0.00028612962,0.00039660238,0.0002851525,0.00022750223,0.00009042666,0.00016554774,0.0013830474,0.000015191281],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043812062,0.00011870642,0.0020187965,0.011471824,0.0010408344,0.00008303353,0.00040812764,9.95682e-7,0.000003049637,0.000060235707,0.000008101228,0.9843482],"study_design_scores_gemma":[0.05874134,0.05861885,0.018106822,0.16878657,0.07123029,0.01209914,0.0013979733,0.0034801667,0.0011300263,0.000037130536,0.60093063,0.00544105],"about_ca_topic_score_codex":0.00021491024,"about_ca_topic_score_gemma":0.000017820299,"teacher_disagreement_score":0.9789071,"about_ca_system_score_codex":0.00012058665,"about_ca_system_score_gemma":0.000059767986,"threshold_uncertainty_score":0.9999591},"labels":[],"label_agreement":null},{"id":"W1964315289","doi":"10.1161/circulationaha.106.683482","title":"Suppression of Central Sleep Apnea by Continuous Positive Airway Pressure and Transplant-Free Survival in Heart Failure","year":2007,"lang":"en","type":"article","venue":"Circulation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":669,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; University of Calgary; University of British Columbia; Université Laval; Dalhousie University; Western University","funders":"","keywords":"Medicine; Continuous positive airway pressure; Ejection fraction; Hazard ratio; Heart failure; Cardiology; Apnea–hypopnea index; Internal medicine; Positive airway pressure; Randomized controlled trial; Central sleep apnea; Sleep apnea; Apnea; Anesthesia; Confidence interval; Obstructive sleep apnea; Polysomnography","score_opus":0.008163503629885095,"score_gpt":0.25617562227752366,"score_spread":0.24801211864763856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964315289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933938,0.00043731002,0.00426765,0.00063746347,0.000098545286,0.0006171475,0.00009905064,0.000021479762,0.0004275534],"genre_scores_gemma":[0.9993989,0.0000031943796,0.00032568772,0.000018387967,0.000060248938,0.0000037576158,0.00015494111,0.000018182714,0.000016710777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858326,0.000091574075,0.0003022103,0.00026365445,0.00042602644,0.00033326275],"domain_scores_gemma":[0.9993085,0.00014022684,0.00006655405,0.00022692175,0.00012103621,0.00013671475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038714096,0.00012197677,0.00028229022,0.00014436059,0.000037903348,0.000009711198,0.000069302616,0.00015805221,0.000056619614],"category_scores_gemma":[0.00011428527,0.000116716445,0.000048597205,0.0001884896,0.00010751672,0.00013288493,0.000026992704,0.00023054286,0.0000016134067],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041631315,0.00010361909,0.7000938,0.00010535725,0.00004392081,0.000014708469,0.000682307,0.00002839517,0.29539666,0.00010306996,0.000086728345,0.0029251243],"study_design_scores_gemma":[0.0027771979,0.00009082782,0.92613494,0.00007717999,0.00006801545,0.000031553845,0.00024231349,0.0021699083,0.068085425,0.000052146574,0.00017184962,0.00009862617],"about_ca_topic_score_codex":0.00012680775,"about_ca_topic_score_gemma":0.00006201159,"teacher_disagreement_score":0.22731124,"about_ca_system_score_codex":0.00004407311,"about_ca_system_score_gemma":0.000013092911,"threshold_uncertainty_score":0.47595584},"labels":[],"label_agreement":null},{"id":"W1964407919","doi":"10.1007/s11906-009-0037-2","title":"Sympathoadrenal mechanisms in the pathogenesis of sleep apnea-related hypertension","year":2009,"lang":"en","type":"review","venue":"Current Hypertension Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Mechanism (biology); Continuous positive airway pressure; Sleep apnea; Hypopnea; Pathogenesis; Positive airway pressure; Sympathoadrenal system; Sleep (system call); Intensive care medicine; Nephrology; Sympathetic nervous system; Apnea; Blood pressure; Internal medicine; Epinephrine; Polysomnography","score_opus":0.07001033991372078,"score_gpt":0.33855844332529783,"score_spread":0.26854810341157703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964407919","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020910406,0.99262565,0.00009516346,0.00011246184,0.0014711376,0.0032579212,0.000022702243,0.00008339582,0.00024055198],"genre_scores_gemma":[0.010761423,0.9876763,0.00037048376,0.00009275179,0.0001844351,0.00015138242,0.0005911747,0.00014000275,0.000032016294],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920306,0.0008428082,0.0028448896,0.0013915197,0.0020687263,0.0008214473],"domain_scores_gemma":[0.99493074,0.00038106303,0.0014602849,0.002165911,0.0007532038,0.0003087719],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002027899,0.000942451,0.0041419524,0.0011407804,0.00013657587,0.000034547054,0.0004173793,0.0007775255,0.00010302728],"category_scores_gemma":[0.0010412168,0.0005565997,0.0014663761,0.0018393744,0.00020022306,0.00009739197,0.00024253182,0.0016794956,0.000050156923],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026597214,0.000967571,0.000039948205,0.005054629,0.00014999523,0.013201219,0.000045716944,9.977487e-7,0.00067368045,0.00010612877,0.00023343314,0.97950006],"study_design_scores_gemma":[0.0029868975,0.0014288976,0.0039121145,0.05395068,0.011915992,0.16510828,0.00029904072,0.0012655344,0.0002132592,0.0017246718,0.75485706,0.0023375868],"about_ca_topic_score_codex":0.000019470586,"about_ca_topic_score_gemma":0.0000015831961,"teacher_disagreement_score":0.9771625,"about_ca_system_score_codex":0.00022505893,"about_ca_system_score_gemma":0.00033995803,"threshold_uncertainty_score":0.99968857},"labels":[],"label_agreement":null},{"id":"W1964699959","doi":"10.1016/j.resp.2008.10.011","title":"Ventilatory and cerebrovascular responses to hypercapnia in patients with obstructive sleep apnoea: Effect of CPAP therapy","year":2008,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Foothills Medical Centre; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research","keywords":"Hypercapnia; Medicine; Sleep (system call); Anesthesia; Cardiology; Internal medicine; Acidosis","score_opus":0.013565487714470845,"score_gpt":0.25795905333833585,"score_spread":0.244393565623865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964699959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99819237,0.00023430238,0.0000016848853,0.000031586194,0.0001252378,0.001306655,0.000017362912,0.00003417738,0.000056610865],"genre_scores_gemma":[0.9991652,0.000022196515,0.000067177396,0.00053005747,0.000055557328,0.0000891285,0.00001260632,0.00005029402,0.000007799335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969893,0.0010955122,0.00039132853,0.00078732567,0.00020528873,0.0005312074],"domain_scores_gemma":[0.9983848,0.00047339327,0.00012970797,0.0006209406,0.00020883877,0.00018235376],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002881767,0.00034291492,0.00096868974,0.00051588635,0.000093015806,0.0000022847967,0.00018873227,0.000242088,0.000043977343],"category_scores_gemma":[0.00023543175,0.00025294803,0.00011594923,0.00043234404,0.0010810638,0.00007413513,0.0001538768,0.00047980883,0.0000245844],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009521887,0.00016888502,0.7272798,0.00004641855,0.0001573452,0.000021351683,0.00009910361,0.000010436638,0.2616449,0.000013551711,0.000008662971,0.0010276363],"study_design_scores_gemma":[0.006662008,0.010965099,0.93208164,0.000021911203,0.000030553732,0.000029746292,0.000010374519,0.0000026714226,0.04960405,0.000008209095,0.00040625795,0.00017746846],"about_ca_topic_score_codex":0.00001354943,"about_ca_topic_score_gemma":0.0000029117796,"teacher_disagreement_score":0.21204086,"about_ca_system_score_codex":0.00007598497,"about_ca_system_score_gemma":0.00006673955,"threshold_uncertainty_score":0.99999225},"labels":[],"label_agreement":null},{"id":"W1964744795","doi":"10.1164/ajrccm.169.6.952","title":"Decision Rules for Diagnosis of Sleep Apnea","year":2004,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Sleep apnea; Apnea; Sleep (system call); Intensive care medicine; Sleep apnea syndromes; Polysomnography; Internal medicine","score_opus":0.027678934440661718,"score_gpt":0.3531370583888309,"score_spread":0.3254581239481692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964744795","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32522282,0.04966643,0.009667801,0.61122745,0.0018208724,0.0013981776,0.00035871667,0.000033285287,0.0006044514],"genre_scores_gemma":[0.70765746,0.0002738787,0.0061754873,0.2759453,0.009691183,0.000059649577,0.00004469862,0.0001407157,0.000011583524],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99624157,0.00021303631,0.0011791412,0.00038998207,0.0014736634,0.00050262717],"domain_scores_gemma":[0.99226475,0.0037084478,0.0005216819,0.0003870903,0.0026472902,0.00047071977],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00069914444,0.00038097455,0.0018885728,0.0007422733,0.00008940087,0.000013988102,0.00028712588,0.00033330164,0.00016541379],"category_scores_gemma":[0.0063663754,0.00026690206,0.00038629535,0.00032665694,0.0036978566,0.00009316674,0.000070305476,0.0019422462,0.0000022087],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025530872,0.0001738034,0.018285811,0.0045780838,0.0005293167,0.0037481256,0.00083564833,0.0000013292322,0.00043870803,0.00037757703,0.06697687,0.90150166],"study_design_scores_gemma":[0.013675363,0.094800554,0.008830813,0.007868245,0.0047934917,0.0018919139,0.01044581,0.000012662572,0.0033563792,0.0030630007,0.85035884,0.00090290717],"about_ca_topic_score_codex":0.000019151938,"about_ca_topic_score_gemma":0.0000012477101,"teacher_disagreement_score":0.90059876,"about_ca_system_score_codex":0.00021153926,"about_ca_system_score_gemma":0.00024783067,"threshold_uncertainty_score":0.9999783},"labels":[],"label_agreement":null},{"id":"W1964824584","doi":"10.1007/s00408-007-9055-5","title":"The Economic Impact of Obstructive Sleep Apnea","year":2007,"lang":"en","type":"review","venue":"Lung","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":237,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Stornoway Diamond (Canada); Vancouver Coastal Health Research Institute; Vancouver Coastal Health; Centre for Advancing Health Outcomes; Vancouver General Hospital","funders":"","keywords":"Obstructive sleep apnea; Business; Health care; Medicine; Economic impact analysis; Work (physics); Sleep apnea; Intensive care medicine; Economic cost; Economics; Internal medicine; Economic growth","score_opus":0.042201899642687175,"score_gpt":0.4053970079709037,"score_spread":0.36319510832821655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964824584","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025573108,0.98764724,0.00004634838,0.000007771951,0.00043964526,0.0014110623,0.00009396746,0.000025955047,0.010072279],"genre_scores_gemma":[0.00069904805,0.9980115,0.00012371244,0.0000032507228,0.0005268325,0.000051703802,0.000062540465,0.000098745906,0.00042263197],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977811,0.0001435982,0.0007421988,0.00040965728,0.0003433645,0.000580093],"domain_scores_gemma":[0.99743927,0.0008862418,0.00044339494,0.0008871623,0.00013093784,0.00021297825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005668607,0.000407772,0.0016786465,0.00029683384,0.00010776911,0.000028949806,0.00041980107,0.00032583025,0.00026419573],"category_scores_gemma":[0.00019499591,0.00023128607,0.0013250195,0.00029040506,0.00035677743,0.000058413112,0.00017875052,0.00085251825,0.00020817576],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050537743,0.0000117785075,0.00019960021,0.0038024182,0.0017387422,0.000027082648,0.00003364591,0.0000017766782,0.000001417427,0.0004153694,0.00013838196,0.99357927],"study_design_scores_gemma":[0.0008292001,0.00034523624,0.0014782748,0.0027288843,0.0023203944,0.0004578516,0.00008062407,0.0006250807,0.00002163161,0.00009266658,0.99055576,0.0004643998],"about_ca_topic_score_codex":0.0001254459,"about_ca_topic_score_gemma":0.000009215439,"teacher_disagreement_score":0.9931148,"about_ca_system_score_codex":0.0031182698,"about_ca_system_score_gemma":0.0005477607,"threshold_uncertainty_score":0.9431572},"labels":[],"label_agreement":null},{"id":"W1965041074","doi":"10.1136/thoraxjnl-2014-206260.131","title":"S125 A Comparison Between Weight Supported And Unsupported Exercise On Energy Expenditure And Cardiorespiratory Response During Exercise In Obese Adults With Treated Obstructive Sleep Apnoea","year":2014,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"West Park Healthcare Centre","funders":"","keywords":"Cardiorespiratory fitness; Medicine; Energy expenditure; Treadmill; Physical therapy; Ventilatory threshold; Cycling; VO2 max; Cardiology; Internal medicine; Metabolic equivalent; Incremental exercise; Heart rate; Physical activity; Blood pressure","score_opus":0.011667993246385077,"score_gpt":0.2688831190953392,"score_spread":0.2572151258489541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965041074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99748236,0.00076521776,0.000043291773,0.000094991374,0.000051599567,0.000998823,0.00005662998,0.00013104339,0.00037604303],"genre_scores_gemma":[0.9989733,0.000092263464,0.00024460303,0.000021912243,0.00014108652,0.00014790599,0.00010971319,0.00010307208,0.00016612685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963942,0.00054036954,0.000552816,0.0010112693,0.000749681,0.0007516747],"domain_scores_gemma":[0.99788195,0.00033492007,0.0001885577,0.00074418535,0.00020675467,0.0006436525],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00056537206,0.00054392644,0.0012785901,0.0008353208,0.00016611676,0.000050257615,0.00016806815,0.00033510645,0.000068783695],"category_scores_gemma":[0.00015831918,0.00044238748,0.00007714425,0.00059017417,0.0004401544,0.00020724724,0.00014404576,0.00064563676,0.000012898299],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.060667656,0.00031271327,0.83612955,0.00039509134,0.00026804078,0.0008885193,0.0036265845,0.000013612831,0.015943956,0.00002635792,0.000044786866,0.08168311],"study_design_scores_gemma":[0.010024513,0.00096046296,0.9243428,0.0010668328,0.0003024986,0.000058667298,0.0014884514,0.00063529424,0.0604209,0.000033145017,0.00020592994,0.00046046672],"about_ca_topic_score_codex":0.00026958185,"about_ca_topic_score_gemma":0.000055135657,"teacher_disagreement_score":0.08821326,"about_ca_system_score_codex":0.00022923404,"about_ca_system_score_gemma":0.00006040078,"threshold_uncertainty_score":0.99980277},"labels":[],"label_agreement":null},{"id":"W1965062201","doi":"10.1016/j.sleep.2007.01.009","title":"The impact of obstructive sleep apnea and daytime sleepiness on work limitation","year":2007,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":251,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Epworth Sleepiness Scale; Polysomnography; Medicine; Obstructive sleep apnea; Excessive daytime sleepiness; Body mass index; Physical therapy; Apnea–hypopnea index; Apnea; Internal medicine; Insomnia; Sleep disorder; Psychiatry","score_opus":0.023153189896745058,"score_gpt":0.3349085115868896,"score_spread":0.3117553216901445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965062201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98517925,0.0013103703,0.0016042646,0.0019167883,0.0003746982,0.0009738666,0.000008922652,0.000059117847,0.008572732],"genre_scores_gemma":[0.99859995,0.00005411401,0.00032509078,0.00010460201,0.00058817444,0.000019057194,0.000045040026,0.000051496787,0.00021245325],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970987,0.00011819861,0.0006447972,0.00045808483,0.001010504,0.00066971907],"domain_scores_gemma":[0.99639094,0.0016535567,0.0002692109,0.0006564195,0.00060640136,0.0004234577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015707586,0.00033345568,0.0005974753,0.0004092088,0.00022299399,0.0000145720005,0.00021973178,0.00015936558,0.00014031981],"category_scores_gemma":[0.0021007708,0.00019085643,0.00014784772,0.0010829825,0.0011627189,0.000109604545,0.0000917648,0.0005655839,0.00004029434],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006541206,0.0003766885,0.19346769,0.00013812198,0.0012562859,0.00015078974,0.0030220756,0.00008072839,0.018906986,0.0029928659,0.00078291027,0.7722836],"study_design_scores_gemma":[0.0046169073,0.0025048999,0.98496616,0.00018413654,0.00019172125,0.00007916957,0.0016466958,0.0011366366,0.0034070152,0.0007478431,0.00031934347,0.00019945363],"about_ca_topic_score_codex":0.000102885395,"about_ca_topic_score_gemma":0.000009269452,"teacher_disagreement_score":0.7914985,"about_ca_system_score_codex":0.00028249974,"about_ca_system_score_gemma":0.00003129876,"threshold_uncertainty_score":0.7782899},"labels":[],"label_agreement":null},{"id":"W1965192254","doi":"10.1016/j.sleep.2014.05.030","title":"Neurobehavioral and autonomic alterations in adults with obstructive sleep apnea","year":2014,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; Pontificia Universidad Católica de Chile; Universidad de Chile","keywords":"Obstructive sleep apnea; Internal medicine; Cardiology; Heart rate variability; Medicine; Montreal Cognitive Assessment; Cognition; Autonomic function; Sleep apnea; Psychology; Heart rate; Cognitive impairment; Psychiatry; Blood pressure","score_opus":0.01308085493100239,"score_gpt":0.2783536094926651,"score_spread":0.26527275456166266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965192254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906435,0.000160109,0.001290473,0.00285764,0.0002299366,0.0008598349,0.000006305588,0.00007555466,0.0038766197],"genre_scores_gemma":[0.99769694,0.000009571386,0.0012474532,0.00038980768,0.0003633217,0.000079551006,0.000055070053,0.00004964821,0.00010861171],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792296,0.00012293112,0.00040031952,0.00059724675,0.00046958798,0.00048695138],"domain_scores_gemma":[0.9987436,0.00014799656,0.00009598919,0.0004658143,0.00018035475,0.00036623757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031786683,0.0002802873,0.00053143967,0.0004519013,0.00009916574,0.000016759765,0.00012590773,0.000099075245,0.00022101199],"category_scores_gemma":[0.00027493126,0.00020702495,0.000034186683,0.00044490953,0.00063525117,0.00017615312,0.00007641209,0.0005384166,0.00002796966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032389213,0.00047396368,0.6480935,0.00029310345,0.00013819004,0.00035880174,0.006175325,0.00011825221,0.010226195,0.0044804006,0.00010767855,0.32629564],"study_design_scores_gemma":[0.014311008,0.0028582015,0.9498493,0.00032604116,0.00017829183,0.0003469239,0.001375691,0.028758997,0.0008780865,0.00023728554,0.00057014177,0.00031005061],"about_ca_topic_score_codex":0.00029212493,"about_ca_topic_score_gemma":0.00021909611,"teacher_disagreement_score":0.3259856,"about_ca_system_score_codex":0.00014777642,"about_ca_system_score_gemma":0.00002646707,"threshold_uncertainty_score":0.8442232},"labels":[],"label_agreement":null},{"id":"W1965366277","doi":"10.1378/chest.1118443","title":"Combining Hemoglobin Level With STOP-Bang Questionnaire Improved Specificity to Detect OS","year":2011,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Hemoglobin; Sleep apnea; Intensive care medicine; Internal medicine","score_opus":0.06868984802786293,"score_gpt":0.29472953794496287,"score_spread":0.22603968991709994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965366277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9625943,0.000111602305,0.032892674,0.0005289283,0.00026132638,0.00040610565,0.000004618162,0.000059541704,0.003140911],"genre_scores_gemma":[0.9717425,0.000006005239,0.027363779,0.00014484313,0.00039149442,0.000011535627,0.0000014197288,0.00004561155,0.00029281073],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9983472,0.00006038697,0.00030159968,0.0002799057,0.00049730163,0.00051360315],"domain_scores_gemma":[0.9984393,0.000032816883,0.00012324277,0.0003085126,0.0004512979,0.000644835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055545534,0.00020431106,0.0003108775,0.00023077035,0.00023574603,0.000063035775,0.00021657486,0.00009097757,0.00037379083],"category_scores_gemma":[0.000314974,0.0001551891,0.00008877737,0.00032624824,0.00014134971,0.00017350727,0.00007560834,0.00090858573,0.00010358681],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005444049,0.00070349843,0.28812167,0.00035613374,0.0006500193,0.0026489573,0.008043244,0.000009600505,0.4311628,0.0004108735,0.00068616547,0.26176298],"study_design_scores_gemma":[0.003962771,0.0020112097,0.80299705,0.00037007945,0.00009065973,0.0035983725,0.0010893395,0.00019053931,0.18446513,0.00028721534,0.00061797566,0.00031968494],"about_ca_topic_score_codex":0.0000678997,"about_ca_topic_score_gemma":0.000042570213,"teacher_disagreement_score":0.51487535,"about_ca_system_score_codex":0.00041034928,"about_ca_system_score_gemma":0.00016071979,"threshold_uncertainty_score":0.6328428},"labels":[],"label_agreement":null},{"id":"W1966045717","doi":"10.1097/aln.0000000000000041","title":"Factors Associated with Postoperative Exacerbation of Sleep-disordered Breathing","year":2013,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Polysomnography; Anesthesia; Exacerbation; Perioperative; Apnea; Central sleep apnea; Opioid; Obstructive sleep apnea; Sleep apnea; Apnea–hypopnea index; Internal medicine","score_opus":0.03509736424656031,"score_gpt":0.27902507629354995,"score_spread":0.24392771204698963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966045717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983037,0.000056366323,0.00004541386,0.0003794498,0.000017893473,0.00050676125,0.0000021065198,0.000037888818,0.00065043615],"genre_scores_gemma":[0.99944896,0.0000023875857,0.00014595124,0.00012798616,0.000011734184,0.000029104369,0.000068033274,0.000020587418,0.0001452421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989992,0.00017010758,0.00018856835,0.00021274606,0.00018362525,0.0002457634],"domain_scores_gemma":[0.9989728,0.00028977008,0.0001036104,0.00018975022,0.00036755114,0.000076527205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000112321715,0.00013161432,0.0003483693,0.00012255255,0.00005463628,0.0000064337887,0.00007579968,0.00013843777,0.0004952722],"category_scores_gemma":[0.00037259804,0.00008529411,0.000044226585,0.00018139595,0.00020875307,0.00011095418,0.00002235952,0.00017402183,0.000028757799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008765324,0.0001564248,0.96201146,0.000015606067,0.0001707731,0.0000162091,0.0016028899,0.0000115597395,0.031056283,0.00023649976,0.000040897634,0.0045937244],"study_design_scores_gemma":[0.00096396235,0.0013826822,0.98475957,0.000022687287,0.000034352775,0.000017654747,0.0011836924,0.00035553394,0.011038625,0.0001302203,0.00002383919,0.00008715766],"about_ca_topic_score_codex":0.00028399195,"about_ca_topic_score_gemma":0.00001900069,"teacher_disagreement_score":0.022748113,"about_ca_system_score_codex":0.00006378203,"about_ca_system_score_gemma":0.00003334499,"threshold_uncertainty_score":0.54228836},"labels":[],"label_agreement":null},{"id":"W1966055642","doi":"10.1371/journal.pone.0064382","title":"Type of Mask May Impact on Continuous Positive Airway Pressure Adherence in Apneic Patients","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"Région Normandie; ResMed","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Sleep apnea; Apnea–hypopnea index; Anesthesia; Depression (economics); Apnea; Internal medicine; Polysomnography","score_opus":0.03457755486890409,"score_gpt":0.2973765488326179,"score_spread":0.2627989939637138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966055642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99274546,0.000091287824,0.0000012392862,0.00013356126,0.000025743926,0.0013244301,0.000043881984,0.000017656157,0.005616767],"genre_scores_gemma":[0.9986959,0.00000860126,0.00022441498,0.00004164022,0.00003431846,0.000039828792,0.000030310805,0.000024149544,0.0009008106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985493,0.00008671056,0.00022155675,0.00023610523,0.00060174643,0.00030460762],"domain_scores_gemma":[0.99882036,0.00012056498,0.00008386751,0.00029674624,0.00054157403,0.00013691142],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000087152956,0.00013905174,0.00038809772,0.00016436024,0.000015683712,0.000009732874,0.000117756324,0.00008982048,0.0014859607],"category_scores_gemma":[0.00036487807,0.000106960986,0.00004899346,0.0002782104,0.00008871002,0.00009527962,0.000058495873,0.00030211222,0.0004581337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007507072,0.0039530257,0.9379028,0.00017639638,0.00044423746,0.000010848848,0.00039082297,0.0000024169947,0.051527724,0.000025363643,0.00011160869,0.0047040307],"study_design_scores_gemma":[0.0019406977,0.0037506449,0.9051733,0.00037426685,0.00008828462,6.287387e-7,0.00006822024,0.00028632043,0.08817978,0.00003776723,0.0000028134257,0.00009724451],"about_ca_topic_score_codex":0.00042797963,"about_ca_topic_score_gemma":0.0000056662125,"teacher_disagreement_score":0.03665206,"about_ca_system_score_codex":0.00009041151,"about_ca_system_score_gemma":0.000033209697,"threshold_uncertainty_score":0.99942684},"labels":[],"label_agreement":null},{"id":"W1966172781","doi":"10.2310/7070.2001.19696","title":"Radiofrequency Tissue Reduction of the Palate in Patients with Moderate Sleep-Disordered Breathing","year":2001,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Soft palate; Epworth Sleepiness Scale; Hypopnea; Anesthesia; Breathing; Polysomnography; Prospective cohort study; Apnea; Obstructive sleep apnea; Sleep apnea; Surgery","score_opus":0.0105407047775596,"score_gpt":0.2585809242991383,"score_spread":0.2480402195215787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966172781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967285,0.00029258462,0.00030563865,0.0016659047,0.00017458625,0.00042800306,0.0000011447607,0.000003948391,0.0003997302],"genre_scores_gemma":[0.99939626,0.00009779017,0.00031847184,0.000043575837,0.00007017402,0.000002173008,0.0000011251052,0.000018327528,0.000052090552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836665,0.00042867425,0.0004522023,0.00009805241,0.0004075347,0.00024690115],"domain_scores_gemma":[0.99878794,0.00007583861,0.00039425128,0.000302994,0.00037838644,0.000060618753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006595718,0.00011530734,0.0003515146,0.00019308925,0.00007576717,0.000005440591,0.00025953434,0.000081443424,0.0000754101],"category_scores_gemma":[0.00014606281,0.000057167643,0.000057917194,0.000412852,0.00025204566,0.0001553992,0.000049703332,0.00065224105,0.0000031606978],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055906307,0.0004530255,0.94326043,0.00005062414,0.00027522226,0.000111795845,0.0022800958,0.00093588425,0.026651932,0.00009886021,0.000018283488,0.0202732],"study_design_scores_gemma":[0.0049207774,0.0012219503,0.9847775,0.00010329028,0.00012840952,0.0025965206,0.00018324275,0.00048431553,0.004890293,0.0005389318,0.00008261406,0.00007213704],"about_ca_topic_score_codex":0.00010295577,"about_ca_topic_score_gemma":0.000010201449,"teacher_disagreement_score":0.04151707,"about_ca_system_score_codex":0.00011125847,"about_ca_system_score_gemma":0.000064621345,"threshold_uncertainty_score":0.2833699},"labels":[],"label_agreement":null},{"id":"W1966383736","doi":"10.1007/s11325-003-0159-8","title":"Pulmonary Function and Sleep Apnea","year":2003,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Apnea; Sleep apnea; Polysomnography; Pulmonary function testing; Apnea–hypopnea index; Anesthesia; Hypopnea; Obstructive sleep apnea; Cardiology; Central sleep apnea; Internal medicine","score_opus":0.014608098861010402,"score_gpt":0.25789206191450015,"score_spread":0.24328396305348976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966383736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521249,0.0032692815,0.0038692006,0.0005140142,0.00026074264,0.00037228246,0.0000033924464,0.00009318802,0.039492983],"genre_scores_gemma":[0.99845403,0.000033730048,0.0009544457,0.00020509004,0.00010782048,0.000011341574,0.000007698934,0.000022394672,0.00020345062],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989391,0.00006177779,0.00014498661,0.00032684245,0.00024118536,0.00028610954],"domain_scores_gemma":[0.9994626,0.00006319135,0.00003108078,0.00017458301,0.00006343437,0.00020510718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002972733,0.00013990456,0.00018864329,0.00012671054,0.00018785665,0.000045656987,0.000029140896,0.00009470675,0.000111679656],"category_scores_gemma":[0.00010839197,0.00011913817,0.000038357808,0.00015533231,0.000110509194,0.00017588177,0.00004646755,0.0002645638,0.000020299149],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002687942,0.00017934515,0.1780507,0.00021490511,0.00024805195,0.00034109538,0.00048940454,0.0000014234831,0.027298292,0.006435048,0.000022490105,0.78645045],"study_design_scores_gemma":[0.013918578,0.0023982574,0.8527281,0.00029939515,0.0017833648,0.018672623,0.0063351365,0.038329482,0.018619016,0.021025864,0.0241183,0.0017718648],"about_ca_topic_score_codex":0.000024208259,"about_ca_topic_score_gemma":0.0000010882281,"teacher_disagreement_score":0.7846786,"about_ca_system_score_codex":0.00003584947,"about_ca_system_score_gemma":0.000007686652,"threshold_uncertainty_score":0.48583135},"labels":[],"label_agreement":null},{"id":"W1966684244","doi":"10.1164/rccm.200204-360oc","title":"Can Patients with Obstructive Sleep Apnea Titrate Their Own Continuous Positive Airway Pressure?","year":2003,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Continuous positive airway pressure; Medicine; Obstructive sleep apnea; Epworth Sleepiness Scale; Sleep apnea; Anesthesia; Polysomnography; Apnea–hypopnea index; Apnea; Positive pressure; Physical therapy","score_opus":0.00908721266704767,"score_gpt":0.27228329219179814,"score_spread":0.2631960795247505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966684244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99127406,0.0030660534,0.00046989083,0.0011505609,0.00020332227,0.00036628274,0.000054047363,0.000015323412,0.0034004552],"genre_scores_gemma":[0.9979115,0.000009475369,0.00042899352,0.0013249733,0.00025658915,0.0000070974625,0.0000048984452,0.00004039723,0.00001603901],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99728245,0.00048540317,0.00052607385,0.00034301815,0.00087716436,0.00048590894],"domain_scores_gemma":[0.99556637,0.0005544239,0.00025934933,0.00026276027,0.0025591603,0.0007979289],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00040261072,0.0003125759,0.0009482207,0.00026049183,0.00015292871,0.000021797377,0.00013568507,0.00007290143,0.00016724263],"category_scores_gemma":[0.0015455207,0.00018928552,0.000098920675,0.0004228063,0.0031272601,0.00015158897,0.000029661149,0.000799284,0.0000016499197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048029185,0.00045610432,0.7109792,0.00034353597,0.0010612254,0.0011441368,0.007418429,0.0000040262375,0.002947162,0.004065162,0.00011987746,0.2666582],"study_design_scores_gemma":[0.020269565,0.09414969,0.75588423,0.0010993633,0.0026194672,0.0014038205,0.093686864,0.000018126097,0.015620426,0.0005420635,0.013709333,0.0009970535],"about_ca_topic_score_codex":0.0000214662,"about_ca_topic_score_gemma":0.0000056920635,"teacher_disagreement_score":0.26566112,"about_ca_system_score_codex":0.00010482271,"about_ca_system_score_gemma":0.00014655132,"threshold_uncertainty_score":0.9995856},"labels":[],"label_agreement":null},{"id":"W1966981693","doi":"10.1002/lary.21730","title":"Endoscopic‐assisted radiofrequency lingual tonsillectomy","year":2011,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Tonsillectomy; Surgery; Dentistry","score_opus":0.06333061028119485,"score_gpt":0.3075462690811346,"score_spread":0.24421565879993973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966981693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84477043,0.0011593759,0.00010847761,0.0008420061,0.00031372794,0.0007642222,0.0000063798757,0.00016257256,0.15187281],"genre_scores_gemma":[0.99392164,0.000045137473,0.002802588,0.0005217441,0.00026771298,0.000051229355,0.0000101246,0.000046137146,0.0023337095],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983331,0.00015684546,0.0002566138,0.00031439896,0.00042830902,0.00051073567],"domain_scores_gemma":[0.9987606,0.000108189925,0.00006214081,0.00070659653,0.00016153857,0.00020094759],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033882225,0.00019326755,0.00030476652,0.00012744144,0.0001878894,0.00002182992,0.00032556287,0.000094461764,0.0029700263],"category_scores_gemma":[0.00029969393,0.0001235483,0.00011426634,0.0004778166,0.00031206268,0.0000941491,0.00012558118,0.00048794042,0.0007243514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021004728,0.0020374511,0.23919377,0.0004900476,0.0020282876,0.0023439152,0.017036268,5.482773e-7,0.4446339,0.012927537,0.0054370943,0.27177072],"study_design_scores_gemma":[0.006304212,0.0016006922,0.47433254,0.00016288736,0.0004170016,0.00080733164,0.00081913,0.00013446467,0.48886052,0.001532204,0.024563076,0.0004659634],"about_ca_topic_score_codex":0.0003625961,"about_ca_topic_score_gemma":0.000017904029,"teacher_disagreement_score":0.27130476,"about_ca_system_score_codex":0.000104742445,"about_ca_system_score_gemma":0.000119447985,"threshold_uncertainty_score":0.9979414},"labels":[],"label_agreement":null},{"id":"W1967049370","doi":"10.5665/sleep.1380","title":"Treating Obstructive Sleep Apnea with Hypoglossal Nerve Stimulation","year":2011,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":277,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Actelion Pharmaceuticals; National Heart, Lung, and Blood Institute; Sanofi; AstraZeneca; University of Melbourne; ResMed; Pfizer","keywords":"Obstructive sleep apnea; Hypoglossal nerve; Medicine; Stimulation; Airway; Sleep apnea; Sleep (system call); Genioglossus; Anesthesia; Apnea; Physical medicine and rehabilitation; Internal medicine; Tongue; Pathology; Computer science","score_opus":0.031504236173565764,"score_gpt":0.2799847430327501,"score_spread":0.24848050685918435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967049370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94785845,0.000079489495,0.0050209137,0.000083269166,0.00015756095,0.0007119818,0.00001171443,0.00016816145,0.04590848],"genre_scores_gemma":[0.9836736,7.7286523e-7,0.015608065,0.000046902147,0.00023986872,0.000053197018,0.000042460426,0.00006929306,0.0002658619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791133,0.0000864113,0.00029943645,0.00051573024,0.0006369395,0.00055014197],"domain_scores_gemma":[0.99864143,0.000076602315,0.00013051755,0.00049549,0.00037348003,0.0002824627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017482776,0.00027448905,0.00035540818,0.00023032859,0.00016318371,0.000026978974,0.00014891636,0.00012930024,0.00078990724],"category_scores_gemma":[0.00015656474,0.00021609933,0.00010439611,0.0004864029,0.00025500296,0.00028426634,0.00008240691,0.00038356066,0.00019710159],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026852426,0.0005018356,0.7440131,0.000110857065,0.0005835402,0.0005484848,0.0044049784,0.00012722034,0.008809602,0.0026511631,0.000019676596,0.23554432],"study_design_scores_gemma":[0.005947409,0.0017731355,0.9356773,0.00005466619,0.00038651604,0.00030596807,0.0019071095,0.024454335,0.027954152,0.0009612314,0.00010409459,0.00047408527],"about_ca_topic_score_codex":0.00020139974,"about_ca_topic_score_gemma":0.000023120914,"teacher_disagreement_score":0.23507024,"about_ca_system_score_codex":0.00020945289,"about_ca_system_score_gemma":0.000029698658,"threshold_uncertainty_score":0.8812275},"labels":[],"label_agreement":null},{"id":"W1967238189","doi":"10.1111/j.1365-2869.2005.00474.x","title":"Improved detection of obstructive events in childhood sleep apnoea with the use of the nasal cannula and the differentiated sum signal","year":2005,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Nasal cannula; Polysomnography; Medicine; Cannula; Obstructive sleep apnea; Plethysmograph; Significant difference; Anesthesia; Cardiology; Internal medicine; Surgery; Apnea","score_opus":0.029228147715272473,"score_gpt":0.2977039194411799,"score_spread":0.2684757717259074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967238189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949392,0.00036396965,0.00026111884,0.003162552,0.00007032145,0.0011544344,0.000008527799,0.0000030106346,0.000036856687],"genre_scores_gemma":[0.99951756,0.00005031287,0.00012310175,0.000027460314,0.00017750272,0.000018590657,7.850326e-7,0.000030158486,0.000054554035],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9952285,0.0013119346,0.00067453145,0.00021845457,0.002065589,0.00050093397],"domain_scores_gemma":[0.99605256,0.0011783366,0.00048475337,0.000440788,0.0016917386,0.00015184404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002637845,0.00018377282,0.00051408476,0.000488492,0.00021866086,0.000033009197,0.000507536,0.00011894254,0.00003932887],"category_scores_gemma":[0.0009865566,0.00007696158,0.00018048905,0.001156048,0.0013784007,0.00028104967,0.0002789728,0.002085538,7.9931505e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03648776,0.0021522555,0.35635817,0.00027806673,0.0033896677,0.000053316784,0.011444508,0.0013131745,0.4327997,0.00028239176,0.000050081344,0.15539089],"study_design_scores_gemma":[0.011090312,0.0010804888,0.8982726,0.00017562603,0.00014266591,0.00025506484,0.0017942868,0.009772261,0.07715651,0.00012412721,0.000047916445,0.00008814731],"about_ca_topic_score_codex":0.00048451743,"about_ca_topic_score_gemma":0.00070650276,"teacher_disagreement_score":0.5419144,"about_ca_system_score_codex":0.00027755168,"about_ca_system_score_gemma":0.00017536849,"threshold_uncertainty_score":0.9060741},"labels":[],"label_agreement":null},{"id":"W1967266683","doi":"10.1016/j.joms.2009.03.035","title":"Diagnosis, Treatment Planning, and Surgical Correction of Obstructive Sleep Apnea","year":2009,"lang":"en","type":"review","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Apnea; Intensive care medicine; Anesthesia","score_opus":0.06581738203555215,"score_gpt":0.3608250454971184,"score_spread":0.29500766346156626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967266683","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020443093,0.9778704,0.0000067045617,0.000047540572,0.0010041005,0.00039571087,0.000031677646,0.000009060303,0.00019172524],"genre_scores_gemma":[0.001680093,0.9978681,0.00008390401,0.0000070076617,0.00020976187,0.000013482902,0.000021498121,0.000030395693,0.00008574123],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976425,0.00014983714,0.0011038354,0.00028067737,0.00050796603,0.00031517365],"domain_scores_gemma":[0.99795026,0.0002868139,0.00099013,0.00013323418,0.00027436198,0.00036518017],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045825818,0.00040951307,0.0031071142,0.0006688321,0.000077780205,0.00003223512,0.000062572864,0.00033980215,0.00006404014],"category_scores_gemma":[0.00026700707,0.00026686193,0.00081485056,0.00031946113,0.0002425759,0.00015514673,0.000046304453,0.0005062699,0.0000018262176],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036479154,0.00021663902,0.01045175,0.0012602998,0.0006483921,0.0011956557,0.00005614585,3.584262e-7,0.0000010736521,0.0000085778165,0.000048291437,0.98574805],"study_design_scores_gemma":[0.0007885834,0.00096496526,0.0069996403,0.0026423216,0.0015672733,0.0053512473,0.00005135013,0.000005694136,0.000029290186,0.000026185042,0.9813457,0.00022776441],"about_ca_topic_score_codex":0.000052287513,"about_ca_topic_score_gemma":7.9459795e-7,"teacher_disagreement_score":0.98552024,"about_ca_system_score_codex":0.0002300193,"about_ca_system_score_gemma":0.00017834523,"threshold_uncertainty_score":0.99997836},"labels":[],"label_agreement":null},{"id":"W1967267903","doi":"10.1046/j.1446-9235.2003.00008.x","title":"Morbidity and mortality in obstructive sleep apnea syndrome 2: Effect of treatment on neuropsychiatric morbidity and quality of life","year":2003,"lang":"en","type":"article","venue":"Sleep and Biological Rhythms","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Obstructive sleep apnea; Medicine; Quality of life (healthcare); Neurology; Continuous positive airway pressure; Excessive daytime sleepiness; Sleep apnea; Breathing; Airway; Sleep disorder; Psychiatry; Intensive care medicine; Pediatrics; Insomnia; Anesthesia","score_opus":0.05345194910064834,"score_gpt":0.33139423374728355,"score_spread":0.27794228464663523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967267903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976339,0.00075491745,0.000018928476,0.000051736784,0.000117687494,0.0008834289,0.00008165764,0.000019098235,0.00043868163],"genre_scores_gemma":[0.9994427,0.00029401574,0.00014218477,0.000030158717,0.000030658364,0.00003127402,0.000012076455,0.000010940639,0.000005976213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99728644,0.0009030484,0.00054525596,0.0006382888,0.00027442156,0.00035253598],"domain_scores_gemma":[0.9983679,0.0007534512,0.00019165063,0.00031909122,0.00006965082,0.00029827797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083125185,0.00031099338,0.0010452704,0.00015552204,0.000059411857,0.000009015291,0.000052814517,0.00022251694,0.000037585924],"category_scores_gemma":[0.0011814244,0.00019086163,0.000115318675,0.00031218375,0.0007187133,0.000051438095,0.000080643134,0.0002927371,0.0000015522769],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010460429,0.00036130025,0.983461,0.00022016064,0.00016981472,0.00005081006,0.000057050438,0.0000025980542,0.0045225066,0.0013716959,3.4190612e-7,0.008736631],"study_design_scores_gemma":[0.003955865,0.00691286,0.9842652,0.000018517872,0.000075789605,0.00008153649,0.00006551144,0.00012841959,0.0038329368,0.0004925738,0.000007969501,0.00016282269],"about_ca_topic_score_codex":0.0005468922,"about_ca_topic_score_gemma":0.000038584934,"teacher_disagreement_score":0.008573808,"about_ca_system_score_codex":0.00007382629,"about_ca_system_score_gemma":0.000018154367,"threshold_uncertainty_score":0.77831113},"labels":[],"label_agreement":null},{"id":"W1967360849","doi":"10.1016/j.cjca.2014.11.016","title":"Reply to Chen et al.—Obstructive Sleep Apnea Is a Risk Factor for Post Coronary Artery Bypass Graft Atrial Fibrillation","year":2014,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Obstructive sleep apnea; Internal medicine; Atrial fibrillation; Risk factor; Sleep apnea; Artery","score_opus":0.02271705049967838,"score_gpt":0.2846946616735389,"score_spread":0.26197761117386054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967360849","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034603477,0.00067405164,0.0088951,0.9415125,0.004769555,0.0021504574,0.0067025353,0.000020441648,0.0006718405],"genre_scores_gemma":[0.2820937,0.000035907455,0.0014807247,0.6797474,0.03571952,0.000018908211,0.00043595943,0.00023215363,0.00023572726],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99583536,0.0008049915,0.0009906234,0.0006813643,0.0005940257,0.0010936543],"domain_scores_gemma":[0.9942462,0.000973829,0.0008082032,0.00070293725,0.0020840326,0.0011848044],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00087122683,0.00052708096,0.0018847483,0.001411313,0.00018376211,0.000066669156,0.00043174697,0.0009664624,0.00017513514],"category_scores_gemma":[0.0023521641,0.00048755656,0.0014592533,0.00022529592,0.00032360927,0.00014362739,0.000047125242,0.0028069613,0.00005798924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013633141,7.137586e-7,0.020446643,0.00008821888,0.004710668,0.0019690006,0.0005196156,0.00022936203,0.00016789211,0.0000075927233,0.9280245,0.042472515],"study_design_scores_gemma":[0.0025737993,0.0020255535,0.05926377,0.00005879529,0.0007514553,0.0060686427,0.000073069736,0.000052373336,0.00003140989,0.00018425199,0.9285229,0.0003940114],"about_ca_topic_score_codex":0.0008832093,"about_ca_topic_score_gemma":0.0003048566,"teacher_disagreement_score":0.26176515,"about_ca_system_score_codex":0.001145283,"about_ca_system_score_gemma":0.0015740909,"threshold_uncertainty_score":0.9997576},"labels":[],"label_agreement":null},{"id":"W1967506791","doi":"10.5664/jcsm.3526","title":"Relationship of Heart Rate Variability to Sleepiness in Patients with Obstructive Sleep Apnea with and without Heart Failure","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; Toronto General Hospital; University of Toronto; University Health Network; Mount Sinai Hospital; Canadian Sleep & Circadian Network; Toronto Sleep Institute","funders":"Canadian Institutes of Health Research","keywords":"Sleep medicine; Obstructive sleep apnea; Sleep apnea; Medicine; Rehabilitation; Circadian rhythm; Gerontology; Sleep disorder; Psychiatry; Internal medicine; Physical therapy; Insomnia","score_opus":0.029308145936332165,"score_gpt":0.35630009892533465,"score_spread":0.32699195298900247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967506791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98313254,0.000030596962,0.004722782,0.010759343,0.00024921773,0.0008749226,0.0000050840354,0.0000118152775,0.00021368262],"genre_scores_gemma":[0.9833449,0.0000015365248,0.015433429,0.0006400547,0.00050932093,0.000008923258,0.000006586302,0.000042704014,0.000012539035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99435663,0.0011586861,0.0021852949,0.00050131185,0.0013659551,0.0004321058],"domain_scores_gemma":[0.9925259,0.0031273593,0.00086523313,0.0005617529,0.002040421,0.00087933353],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0072924467,0.0003177951,0.0020197683,0.00048049074,0.00006520035,0.000011860714,0.00021034644,0.00023536524,0.00008964681],"category_scores_gemma":[0.01617661,0.00018761045,0.00012526075,0.00093343196,0.00095368735,0.00027195687,0.000086655105,0.0014914324,0.000004803191],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009689946,0.00055457506,0.9823588,0.00014177982,0.00018545028,0.000008081518,0.00021031011,0.00008372389,0.000117913914,0.0001579101,0.00006942457,0.006422087],"study_design_scores_gemma":[0.01968946,0.0109630255,0.96662664,0.0005394326,0.00031420388,0.00007116071,0.00018415035,0.00042019226,0.00008905759,0.00037073577,0.0005520009,0.0001799169],"about_ca_topic_score_codex":0.000032619624,"about_ca_topic_score_gemma":0.0000364982,"teacher_disagreement_score":0.015732132,"about_ca_system_score_codex":0.0001058238,"about_ca_system_score_gemma":0.00010383118,"threshold_uncertainty_score":0.99211055},"labels":[],"label_agreement":null},{"id":"W1967882630","doi":"10.14219/jada.archive.2010.0163","title":"Transient Morning Headache","year":2010,"lang":"en","type":"article","venue":"The Journal of the American Dental Association","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Morning; Medicine; Anesthesia; Dentistry; Internal medicine","score_opus":0.008823643998252346,"score_gpt":0.2913607315573649,"score_spread":0.28253708755911255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967882630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907278,0.000023527931,0.00006400392,0.008130598,0.00036731144,0.00012545972,0.000002055471,0.0000057194275,0.00055352336],"genre_scores_gemma":[0.9986609,0.00001045196,0.00019699153,0.00046646537,0.00032240435,7.69907e-7,3.842234e-7,0.000011461568,0.00033017126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846095,0.0002236369,0.00023668565,0.00004878961,0.0008536936,0.00017623635],"domain_scores_gemma":[0.998594,0.00022598117,0.00074078416,0.00016392286,0.00020496377,0.000070388305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012884238,0.00006809846,0.00019072207,0.00005463959,0.00013119978,0.00001723362,0.00024970344,0.000024104045,0.000041906507],"category_scores_gemma":[0.0005650764,0.000034373355,0.00017354393,0.00031448525,0.0001361637,0.00007172013,0.000043289627,0.0008620832,0.00001619824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034032605,0.0001203878,0.4966028,0.000004355029,0.00026533823,0.000006421486,0.0008629169,0.000023267252,0.48499557,0.000017784047,0.0010688833,0.015691938],"study_design_scores_gemma":[0.00060912623,0.00020558768,0.9774745,0.000012309572,0.00018305262,0.00036713987,0.0010934444,0.00021664148,0.018981537,0.000049848113,0.0007636981,0.00004308417],"about_ca_topic_score_codex":0.000060548213,"about_ca_topic_score_gemma":0.000037293696,"teacher_disagreement_score":0.48087174,"about_ca_system_score_codex":0.0003926781,"about_ca_system_score_gemma":0.000043678927,"threshold_uncertainty_score":0.37453705},"labels":[],"label_agreement":null},{"id":"W1968136725","doi":"10.1038/sj.bdj.2009.717","title":"Obesity and dentistry: a growing problem","year":2009,"lang":"en","type":"article","venue":"BDJ","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Obesity; Medicine; Disease; Position paper; Management of obesity; Dental care; Perspective (graphical); Dentistry; Pathology; Weight loss","score_opus":0.019331455722717574,"score_gpt":0.30815671390095406,"score_spread":0.2888252581782365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968136725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98176426,0.00018787403,0.00019698693,0.0012470472,0.000027094284,0.00020111339,0.0000011141648,0.00003970872,0.016334828],"genre_scores_gemma":[0.99604064,0.0000049660343,0.0028217558,0.00018446922,0.00007284378,0.0000026276755,0.0000029235648,0.0000052702276,0.0008645173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994281,0.000015233449,0.000069001304,0.00014399996,0.00017840395,0.00016528017],"domain_scores_gemma":[0.9997113,0.000014002807,0.000012556927,0.00011885367,0.000039091225,0.00010423581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000099245204,0.00005413252,0.00009942895,0.00004214571,0.00004647298,0.000017776854,0.000035091034,0.00003488324,0.00006317399],"category_scores_gemma":[0.000051914914,0.000047687172,0.00002186399,0.000095666284,0.00003540102,0.000081915234,0.000027186767,0.00011586897,0.00003679344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022348382,0.00051156397,0.3802425,0.00026786688,0.00011941833,0.0011162302,0.00047821557,6.9732505e-7,0.24667366,0.015828613,0.0017686634,0.3527691],"study_design_scores_gemma":[0.0012041682,0.00022721458,0.9823684,0.00004118379,0.00003173245,0.00030954112,0.000078889745,0.000119888595,0.010810348,0.0024862755,0.0022364813,0.00008588141],"about_ca_topic_score_codex":0.0000130692715,"about_ca_topic_score_gemma":0.0000019353458,"teacher_disagreement_score":0.60212594,"about_ca_system_score_codex":0.000034465287,"about_ca_system_score_gemma":0.000011322675,"threshold_uncertainty_score":0.19446264},"labels":[],"label_agreement":null},{"id":"W1968242612","doi":"10.1016/j.mehy.2014.01.031","title":"Is sleep-disordered breathing associated with miscarriages? An emerging hypothesis","year":2014,"lang":"en","type":"article","venue":"Medical Hypotheses","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"","keywords":"Miscarriage; Medicine; Pregnancy; Population; Luteinizing hormone; Obstetrics; Gynecology; Hormone; Endocrinology; Biology","score_opus":0.04455694712870203,"score_gpt":0.3105715401266316,"score_spread":0.26601459299792957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968242612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979152,0.00014223673,0.0023602983,0.0057877963,0.00011965445,0.00042927972,0.0000147981345,0.00031073668,0.011683162],"genre_scores_gemma":[0.99518377,0.000018276294,0.001749536,0.0018572105,0.00036181958,0.00004523139,0.000018929803,0.00011340801,0.0006518453],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9953281,0.00043325653,0.00040684832,0.0006760365,0.002337188,0.0008185132],"domain_scores_gemma":[0.99645567,0.0014872086,0.00013233373,0.00069746206,0.00025876486,0.0009685371],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013808992,0.00034195045,0.00065515895,0.00025868928,0.00025207756,0.00006925792,0.00040978697,0.0003009918,0.004235376],"category_scores_gemma":[0.011434426,0.00024859598,0.0001480452,0.00051918795,0.0004743748,0.00020205058,0.00010851186,0.00067773974,0.00012876297],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000760329,0.0018221604,0.16773956,0.0002558918,0.0013217237,0.0006938851,0.003354106,0.000008638504,0.004495217,0.0005399545,0.0009106068,0.81809795],"study_design_scores_gemma":[0.026773235,0.0070141773,0.79151237,0.0028913058,0.0015813868,0.0011737805,0.006263774,0.09839608,0.03203021,0.005855052,0.023513686,0.002994952],"about_ca_topic_score_codex":0.00013295583,"about_ca_topic_score_gemma":0.00007882318,"teacher_disagreement_score":0.815103,"about_ca_system_score_codex":0.00013536177,"about_ca_system_score_gemma":0.00010029414,"threshold_uncertainty_score":0.9999966},"labels":[],"label_agreement":null},{"id":"W1968599551","doi":"10.1016/j.joms.2009.05.213","title":"S124: Predictable Treatment of Obstructive Sleep Apnea Syndrome by Immediate Surgical Lengthening of the Maxilla and Mandible","year":2009,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Orthopaedic Trauma Society","funders":"","keywords":"Medicine; Obstructive sleep apnea; Maxilla; Mandible (arthropod mouthpart); Orthognathic surgery; Sleep apnea; Surgery; Orthodontics; Anesthesia","score_opus":0.01788995337648426,"score_gpt":0.26326268715802986,"score_spread":0.24537273378154562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968599551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99529254,0.0032991397,0.000015074998,0.00062205887,0.00026019235,0.00021296115,0.00004405237,0.0000053885215,0.00024860643],"genre_scores_gemma":[0.99834985,0.0013189559,0.00014373047,0.000016787368,0.000036570775,0.0000018265488,0.000003495195,0.00001289786,0.00011587829],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982016,0.00007264772,0.0006729512,0.0001738197,0.00056958786,0.0003094066],"domain_scores_gemma":[0.9988384,0.00009223584,0.00046078084,0.00014353225,0.00023155121,0.00023345924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039662613,0.00019479239,0.000877185,0.00020955065,0.00008773578,0.000016937029,0.00007692314,0.00011443194,0.000055246346],"category_scores_gemma":[0.000113085014,0.000115575014,0.00028057024,0.00027012374,0.00032676212,0.00019237374,0.00004403579,0.00019275553,4.887283e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028107576,0.0006671995,0.45909867,0.00013438698,0.0006589494,0.00079485535,0.0005727357,0.0000056854915,0.020704458,0.00014970664,0.00004684386,0.5143558],"study_design_scores_gemma":[0.0059071993,0.0036930107,0.9311017,0.00018856647,0.0005259599,0.0077873142,0.0005693484,0.00011934435,0.033348836,0.0008649743,0.015599536,0.000294251],"about_ca_topic_score_codex":0.00008659707,"about_ca_topic_score_gemma":8.08607e-7,"teacher_disagreement_score":0.5140615,"about_ca_system_score_codex":0.00007602952,"about_ca_system_score_gemma":0.000061563405,"threshold_uncertainty_score":0.47130123},"labels":[],"label_agreement":null},{"id":"W1968771781","doi":"10.1164/rccm.200307-1023oc","title":"Role of Arousals in the Pathogenesis of Obstructive Sleep Apnea","year":2003,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":451,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Toronto","funders":"","keywords":"Arousal; Medicine; Apnea; Obstructive sleep apnea; Anesthesia; Low arousal theory; Continuous positive airway pressure; Audiology; Airway; Psychology; Neuroscience","score_opus":0.017928715984806776,"score_gpt":0.31996330506546006,"score_spread":0.3020345890806533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968771781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887868,0.008900017,0.00014812424,0.00047251128,0.000061315,0.00014966929,0.000007945572,0.0000021023259,0.0014715286],"genre_scores_gemma":[0.99885976,0.00003277195,0.00052249944,0.000443007,0.00012325251,0.0000039611073,4.6612436e-7,0.0000135304745,7.5179753e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997403,0.00067132,0.0007200428,0.00015934515,0.0008007748,0.00024548385],"domain_scores_gemma":[0.997259,0.0010692512,0.00026294446,0.00024371174,0.0009511039,0.00021397311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011367751,0.00014505298,0.00078378303,0.00031207188,0.00003587086,0.000003394378,0.00015818622,0.000050022496,0.0000625582],"category_scores_gemma":[0.003698635,0.00008743675,0.00010785159,0.00060631376,0.0025179398,0.00006909539,0.000020858659,0.00041962328,3.7110803e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001230712,0.00030986336,0.41777906,0.00045698427,0.0001560762,0.00048451702,0.010163276,0.0000035977546,0.2106705,0.009849765,0.000012379089,0.34888327],"study_design_scores_gemma":[0.0039971513,0.020179743,0.6152342,0.00044367433,0.0005845738,0.0010756719,0.3250263,0.000012747364,0.03003093,0.0016325989,0.0015744808,0.00020790708],"about_ca_topic_score_codex":0.000021727781,"about_ca_topic_score_gemma":0.000003165841,"teacher_disagreement_score":0.34867537,"about_ca_system_score_codex":0.00004350329,"about_ca_system_score_gemma":0.00008925997,"threshold_uncertainty_score":0.9277454},"labels":[],"label_agreement":null},{"id":"W1968821293","doi":"10.1016/j.cden.2012.02.003","title":"Effectiveness and Outcome of Oral Appliance Therapy","year":2012,"lang":"en","type":"review","venue":"Dental Clinics of North America","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Splints; Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Oral appliance; Sleep apnea; Airway; Dentistry; Physical therapy; Orthodontics; Surgery; Anesthesia","score_opus":0.11091038809819424,"score_gpt":0.44707076252938166,"score_spread":0.3361603744311874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968821293","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027424444,0.97040594,0.00006209482,0.000002413169,0.00020283074,0.0015984105,0.0001832313,0.000014851641,0.00010577278],"genre_scores_gemma":[0.028528897,0.97050905,0.00059365697,0.000015801239,0.00006731221,0.00007709,0.00012181568,0.000067688,0.000018710218],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752516,0.00026317587,0.0009774691,0.00039778795,0.00050931115,0.0003270862],"domain_scores_gemma":[0.9975519,0.00073971576,0.0008113597,0.000526625,0.00015176361,0.00021861415],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041505575,0.00035949386,0.0029642386,0.0001918428,0.000026870535,0.0000050290087,0.00025894478,0.00017707635,0.000053159354],"category_scores_gemma":[0.0001466652,0.00027384172,0.00058593636,0.00049053074,0.00070521986,0.00005955112,0.00019352547,0.00056904234,0.0000456825],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011960428,0.00025564365,0.25976667,0.013756426,0.00035864353,0.000008126158,0.000008361554,4.344623e-8,7.1785547e-7,0.000003533168,0.000001135907,0.7257211],"study_design_scores_gemma":[0.0021262222,0.0014262347,0.2873115,0.0027282112,0.0015038318,0.00008928065,0.000027135313,0.00000526316,0.0000129944865,0.0000060567363,0.7043069,0.00045639585],"about_ca_topic_score_codex":0.000052743802,"about_ca_topic_score_gemma":0.0000052049486,"teacher_disagreement_score":0.7252647,"about_ca_system_score_codex":0.00006826657,"about_ca_system_score_gemma":0.000067800094,"threshold_uncertainty_score":0.9999714},"labels":[],"label_agreement":null},{"id":"W1969317592","doi":"10.1164/rccm.200310-1360oc","title":"Clinical Usefulness of Home Oximetry Compared with Polysomnography for Assessment of Sleep Apnea","year":2004,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":172,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Sleep apnea; Continuous positive airway pressure; Apnea; Quality of life (healthcare); Comorbidity; Physical therapy; Airway; Positive airway pressure; Anesthesia; Internal medicine","score_opus":0.05011166940302335,"score_gpt":0.4024579484284893,"score_spread":0.35234627902546595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969317592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97155255,0.0016219123,0.025125297,0.0010813121,0.00015780173,0.00028060135,0.000025031124,0.0000068915665,0.00014859936],"genre_scores_gemma":[0.9905106,0.000012996337,0.008520128,0.00058544043,0.00033494542,0.000006914866,0.0000028931192,0.000025604253,4.984751e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970738,0.00023243105,0.0011708138,0.00025046978,0.00096216355,0.0003103114],"domain_scores_gemma":[0.9954186,0.0011243402,0.00049335195,0.00029148767,0.0020958812,0.0005763453],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011377854,0.00020014953,0.0014803011,0.00049714075,0.000058890357,0.000005396596,0.00017796305,0.00007073428,0.000029604702],"category_scores_gemma":[0.0009047937,0.00013100351,0.00024246747,0.00065978355,0.0049630427,0.00009755604,0.000038578804,0.00055536366,1.1953226e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005271087,0.0008416882,0.85425675,0.0014370038,0.00073443266,0.00027240437,0.00082426815,0.000014129197,0.007529293,0.003183985,0.000022183645,0.12561277],"study_design_scores_gemma":[0.025479013,0.11564179,0.80562866,0.0013014216,0.0019822475,0.00049267284,0.04003653,0.00006608306,0.008013251,0.0004220853,0.0005773623,0.0003589004],"about_ca_topic_score_codex":0.000018068777,"about_ca_topic_score_gemma":0.0000026955786,"teacher_disagreement_score":0.12525386,"about_ca_system_score_codex":0.00006164902,"about_ca_system_score_gemma":0.00021788395,"threshold_uncertainty_score":0.99774486},"labels":[],"label_agreement":null},{"id":"W1969737939","doi":"10.1016/j.cjca.2014.10.014","title":"Obstructive Sleep Apnea as a Predictor of Atrial Fibrillation After Coronary Artery Bypass Grafting: A Systematic Review and Meta-analysis","year":2014,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University; McMaster University; Queen's University","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Obstructive sleep apnea; Odds ratio; Meta-analysis; Confidence interval; Internal medicine; Polysomnography; Atrial fibrillation; Subgroup analysis; Cardiology; Sleep apnea; Apnea","score_opus":0.042918053260205084,"score_gpt":0.32006249676195764,"score_spread":0.27714444350175255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969737939","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000077986275,0.9963474,0.0003453438,0.0001373644,0.00024071474,0.0023146437,0.00032380276,0.0000043656883,0.0002083357],"genre_scores_gemma":[0.02002921,0.97828186,0.0001580744,0.00008432625,0.001153288,0.0000670559,0.00008112511,0.00007508765,0.000069977585],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99360645,0.0024290148,0.0025050435,0.00044512763,0.00052437326,0.0004899699],"domain_scores_gemma":[0.9941112,0.00088624464,0.002228103,0.00070654665,0.0010838204,0.0009841193],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0019392845,0.0005384672,0.016532559,0.0016900058,0.000057364752,0.000024884333,0.00029958235,0.00051191973,0.00016858887],"category_scores_gemma":[0.0024401553,0.0003657042,0.007405763,0.0007840027,0.00043601842,0.00009538664,0.0000499801,0.0007792943,0.000013335414],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007180146,0.0000010134936,0.00058185676,0.4261262,0.56339556,0.00058300386,0.000059268477,0.000018232851,1.17446255e-7,0.000030087413,0.000064987624,0.009067877],"study_design_scores_gemma":[0.00045675715,0.0004220715,0.00025002906,0.008765577,0.93813145,0.008073561,0.000024485731,0.000007811843,8.1788656e-8,0.000037379374,0.043588858,0.00024194847],"about_ca_topic_score_codex":0.000086828724,"about_ca_topic_score_gemma":0.00010929475,"teacher_disagreement_score":0.41736063,"about_ca_system_score_codex":0.0004263591,"about_ca_system_score_gemma":0.0011117866,"threshold_uncertainty_score":0.9998795},"labels":[],"label_agreement":null},{"id":"W1970765693","doi":"10.5664/jcsm.1648","title":"Assessment of Multiple Health Risks in a Single Obstructive Sleep Apnea Population","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Obstructive sleep apnea; Population; Sleep apnea; Sleep (system call); Polysomnography; Intensive care medicine; Apnea; Cardiology; Environmental health; Internal medicine","score_opus":0.16849585995280938,"score_gpt":0.49982495968882845,"score_spread":0.3313290997360191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970765693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989191,0.0012256529,0.0028837987,0.0035343547,0.0016816398,0.00054776255,0.0000057514503,0.0000109689845,0.0009190716],"genre_scores_gemma":[0.987907,0.00009655461,0.009278471,0.0003987273,0.0022578074,0.0000044639096,0.000013464498,0.00003415595,0.000009352225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928802,0.00081521244,0.0038161164,0.00025353322,0.0016305234,0.0006043731],"domain_scores_gemma":[0.9933614,0.0022039325,0.0023939253,0.0003782123,0.0007294985,0.00093302113],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008172663,0.00023513203,0.0019794505,0.0005900391,0.00004813005,0.000005199236,0.0002229552,0.00023363688,0.0002530448],"category_scores_gemma":[0.009499215,0.00016539285,0.0003446904,0.00064662634,0.00038135998,0.00032763538,0.0000851094,0.0015712274,0.0000043391638],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070722145,0.001555974,0.8314374,0.00012440445,0.00020438439,0.000030427818,0.00029719734,0.00003895934,0.00081858004,0.00014600159,0.00003735525,0.16460206],"study_design_scores_gemma":[0.010853131,0.00440136,0.98035324,0.00040459802,0.0001558765,0.000151831,0.00077960896,0.0022015106,0.00013501791,0.0001846585,0.00026758955,0.000111594156],"about_ca_topic_score_codex":0.0005320634,"about_ca_topic_score_gemma":0.000037189402,"teacher_disagreement_score":0.16449046,"about_ca_system_score_codex":0.00050406286,"about_ca_system_score_gemma":0.0001224921,"threshold_uncertainty_score":0.9988442},"labels":[],"label_agreement":null},{"id":"W1970982018","doi":"10.1016/j.hrthm.2005.02.302","title":"Temporary atrial pacing is ineffective in preventing obstructive sleep apnea in patients without permanent pacemakers: A prospective, randomized, crossover trial","year":2005,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Bradycardia; Obstructive sleep apnea; Crossover study; Apnea; Randomized controlled trial; Anesthesia; Sleep apnea; Cardiology; Heart rate; Nocturnal; Hypopnea; Atrial fibrillation; Prospective cohort study; Internal medicine; Polysomnography; Blood pressure; Placebo","score_opus":0.012562736103110492,"score_gpt":0.29938854234354206,"score_spread":0.2868258062404316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970982018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98639554,0.00023026903,0.000063821615,0.00050109485,0.00057683454,0.010925674,0.000023051274,0.00007529814,0.001208411],"genre_scores_gemma":[0.9966874,0.0000046363803,0.0010323204,0.00016280678,0.0012387626,0.00055661646,0.000031478598,0.0000904593,0.00019553168],"study_design_codex":"observational","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99489754,0.00082697993,0.0011526787,0.0010282212,0.0011264681,0.00096811214],"domain_scores_gemma":[0.99808556,0.0005460266,0.00029753396,0.0005040556,0.000308679,0.00025816832],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015763523,0.00050206255,0.00167261,0.00065938156,0.00014354236,0.000086311375,0.00009404041,0.0002931287,0.00018893136],"category_scores_gemma":[0.0015730337,0.00044651955,0.0005548761,0.00085281633,0.00035647367,0.00067354017,0.0002237975,0.0011480591,0.00010637536],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.45811546,0.0005970939,0.5332052,0.00010522699,0.00022488461,0.00006016726,0.0033832765,0.000045810386,0.00006553722,0.00004410944,0.000031996893,0.0041212454],"study_design_scores_gemma":[0.8076996,0.00061222137,0.18573825,0.00026538767,0.000098579854,0.0000860775,0.00038581673,0.002989215,0.0012437835,0.00023555424,0.00020407142,0.00044144405],"about_ca_topic_score_codex":0.00028675847,"about_ca_topic_score_gemma":0.0000852768,"teacher_disagreement_score":0.34958416,"about_ca_system_score_codex":0.0012646053,"about_ca_system_score_gemma":0.00013734511,"threshold_uncertainty_score":0.99979866},"labels":[],"label_agreement":null},{"id":"W1970984835","doi":"10.1097/aln.0b013e31816d91b5","title":"Validation of the Berlin Questionnaire and American Society of Anesthesiologists Checklist as Screening Tools for Obstructive Sleep Apnea in Surgical Patients","year":2008,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":572,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Checklist; Polysomnography; Obstructive sleep apnea; American society of anesthesiologists; Sleep apnea; Apnea–hypopnea index; Apnea; Perioperative; Physical therapy; Ethics committee; Emergency medicine; Internal medicine; Anesthesia","score_opus":0.02993757095093713,"score_gpt":0.3023704238873303,"score_spread":0.2724328529363932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970984835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99880797,0.000086716034,0.000052122876,0.0002578891,0.000023416229,0.0007182151,0.000007399852,0.000011912123,0.000034343273],"genre_scores_gemma":[0.9977089,0.0000392506,0.002000421,0.00009431943,0.000035329384,0.0000531602,0.00003619356,0.000016974722,0.000015409136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852574,0.0002625824,0.0004115602,0.00031792937,0.00021691101,0.0002652716],"domain_scores_gemma":[0.99846655,0.00060607085,0.0002855158,0.00025775898,0.000320933,0.00006317326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030610623,0.00014984576,0.000523722,0.00008003002,0.000089118934,0.0000031877953,0.00014001863,0.00015895121,0.0000061769297],"category_scores_gemma":[0.00076628086,0.000106911095,0.00015279476,0.0003070128,0.0016774369,0.00008979,0.00006553202,0.00020191816,8.201595e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006719288,0.00014189887,0.9549857,0.000069808,0.000038248836,0.000011912773,0.0005952182,0.00002241729,0.00146925,0.00018271146,0.000007463788,0.04180348],"study_design_scores_gemma":[0.0016656702,0.0011401199,0.9836857,0.000039282822,0.000025621954,0.00017455358,0.00042738396,0.0003074457,0.012124762,0.00018440615,0.00013311821,0.000091940536],"about_ca_topic_score_codex":0.00030649535,"about_ca_topic_score_gemma":0.0000050883773,"teacher_disagreement_score":0.04171154,"about_ca_system_score_codex":0.000051100586,"about_ca_system_score_gemma":0.00004719831,"threshold_uncertainty_score":0.6180586},"labels":[],"label_agreement":null},{"id":"W1971084393","doi":"10.1016/j.ijporl.2014.02.029","title":"Post-tonsillectomy complications in children less than three years of age: A case–control study","year":2014,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Izaak Walton Killam Health Centre; University of Ottawa; Dalhousie University","funders":"","keywords":"Medicine; Tonsillectomy; Complication; Adenoidectomy; Surgery; Medical record; Retrospective cohort study; Pediatrics","score_opus":0.015705205221297702,"score_gpt":0.3059495591989709,"score_spread":0.2902443539776732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971084393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972259,0.00021633967,0.0008892951,0.00052529405,0.00034836258,0.0005682812,0.000048102054,0.000009659752,0.00016879918],"genre_scores_gemma":[0.9984212,0.000015871177,0.0005248407,0.00009766473,0.00089158386,0.000011901906,0.0000067499764,0.000021160475,0.00000900984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977783,0.00029378443,0.0007898888,0.0002118668,0.0006933821,0.00023278425],"domain_scores_gemma":[0.9974976,0.00049848756,0.00050023146,0.00025370478,0.0011133815,0.00013659497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000813475,0.00013695109,0.00048013954,0.0013240606,0.000027973716,0.000017920478,0.00050621986,0.0001047013,0.00006896452],"category_scores_gemma":[0.00092156266,0.00012925453,0.00017361541,0.00031655387,0.00010718658,0.00013770403,0.000110016124,0.00058760244,0.0000123348445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003519606,0.000943121,0.98828244,0.000007080736,0.0005846358,0.0017823845,0.00031972112,0.000025188194,0.0007443744,0.00021985247,0.0000175596,0.006721657],"study_design_scores_gemma":[0.0066747125,0.0011120872,0.98297787,0.0000070065753,0.00021610707,0.0083674565,0.00015061845,0.00018097818,0.000028250672,0.00018460533,0.000013067065,0.00008727274],"about_ca_topic_score_codex":0.0005494856,"about_ca_topic_score_gemma":0.00034422593,"teacher_disagreement_score":0.006634384,"about_ca_system_score_codex":0.00015975763,"about_ca_system_score_gemma":0.00013786594,"threshold_uncertainty_score":0.52708465},"labels":[],"label_agreement":null},{"id":"W1971592453","doi":"10.1016/j.otohns.2009.08.023","title":"Evaluating Postoperative Pain in Monopolar Cautery Versus Harmonic Scalpel Tonsillectomy","year":2009,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto East General Hospital; University of Toronto","funders":"","keywords":"Tonsillectomy; Medicine; Surgery; Swallowing; Harmonic scalpel; Randomized controlled trial; Postoperative pain; Anesthesia; Blood loss","score_opus":0.052856200095193706,"score_gpt":0.37798652853199755,"score_spread":0.32513032843680384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971592453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898686,0.0006093469,0.0002200565,0.004395279,0.00018506982,0.0008351221,0.000003750565,0.000065258515,0.00381755],"genre_scores_gemma":[0.994462,0.000013609892,0.0039898353,0.001163512,0.000094566865,0.000049489452,0.00002800819,0.000025436275,0.00017353993],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99736094,0.00075782655,0.00034894096,0.0005176026,0.0003521037,0.00066257786],"domain_scores_gemma":[0.99874365,0.00042396254,0.000060563547,0.0004091942,0.00018139933,0.00018122233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012499166,0.0002203115,0.00046056707,0.00040955533,0.0001025437,0.000020552981,0.0001677593,0.0002147369,0.0004176269],"category_scores_gemma":[0.0017100645,0.00020774725,0.00009495802,0.0005331634,0.00014993205,0.00014037035,0.000072451985,0.0007201454,0.00014510645],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00578507,0.0008734216,0.13797615,0.00006331583,0.00027445494,0.0021150766,0.0021579228,0.000046910598,0.3938833,0.0018000421,0.0005872239,0.4544371],"study_design_scores_gemma":[0.01364014,0.00931914,0.93107677,0.000073531846,0.00007229608,0.0002830167,0.00046081524,0.024206037,0.019158285,0.00044719173,0.0008496099,0.0004131684],"about_ca_topic_score_codex":0.00013504665,"about_ca_topic_score_gemma":0.00006873116,"teacher_disagreement_score":0.7931006,"about_ca_system_score_codex":0.00040910486,"about_ca_system_score_gemma":0.00016385753,"threshold_uncertainty_score":0.8471687},"labels":[],"label_agreement":null},{"id":"W1971785182","doi":"10.1016/s0840-4704(10)60178-0","title":"Tonsillectomy Rates for Manitoba Children: <i>Temporal and Spatial Variations</i>","year":2002,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Tonsillectomy; Medicine; Guideline; Demography; Geography; Pediatrics; Surgery","score_opus":0.02575148086441995,"score_gpt":0.31338265179213454,"score_spread":0.28763117092771456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971785182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4077588,0.009539623,0.10477553,0.3937828,0.0024844725,0.037364163,0.00057069864,0.0012272904,0.04249662],"genre_scores_gemma":[0.9914762,0.00015169622,0.004715643,0.0019269336,0.0001930485,0.00029142384,0.0001380074,0.000040316627,0.0010667753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983382,0.000053159834,0.000281084,0.0004192812,0.0003359526,0.0005723137],"domain_scores_gemma":[0.9991697,0.000054231496,0.00006979255,0.00032382522,0.00016692418,0.00021553351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001798316,0.00017806247,0.00024995676,0.00024104967,0.00029716117,0.000049640053,0.00008968585,0.00007544505,0.00015890977],"category_scores_gemma":[0.000038112295,0.0001696948,0.00006516365,0.00029539736,0.0000661557,0.00008773989,0.00013294545,0.00016257506,0.000046146546],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025569822,0.00027580612,0.52360725,0.00088174944,0.0003633852,0.000042788488,0.00019294104,0.0000010399032,0.00002949316,0.013168829,0.017628588,0.4435524],"study_design_scores_gemma":[0.014814923,0.002674465,0.8638078,0.00020171277,0.00030441288,0.00017454471,0.0025358684,0.018885434,0.000530666,0.0030148488,0.09223301,0.0008223159],"about_ca_topic_score_codex":0.0011668252,"about_ca_topic_score_gemma":0.00096883497,"teacher_disagreement_score":0.58371735,"about_ca_system_score_codex":0.00013653022,"about_ca_system_score_gemma":0.0000110001665,"threshold_uncertainty_score":0.6919953},"labels":[],"label_agreement":null},{"id":"W1971815727","doi":"10.1371/journal.pone.0112959","title":"Development of a Screening Tool for Sleep Disordered Breathing in Children Using the Phone Oximeter™","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of British Columbia; BC Children's Hospital; Child and Family Research Institute; California HIV/AIDS Research Program","keywords":"Medicine; Photoplethysmogram; Pulse oximetry; Polysomnography; Heart rate variability; Gold standard (test); Breathing; Heart rate; Cardiology; Internal medicine; Anesthesia; Apnea","score_opus":0.06197189641696783,"score_gpt":0.28663316708906655,"score_spread":0.22466127067209873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971815727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9568867,0.000064126514,0.04170201,0.00015650672,0.0000091019365,0.0010896934,0.000004977907,0.00001910398,0.000067747846],"genre_scores_gemma":[0.7528849,0.0000010734494,0.24692385,0.00003307854,0.000057471792,0.000047251295,0.000013133584,0.000024040202,0.0000151797885],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985997,0.00006027817,0.00033818316,0.00022231058,0.0004697911,0.00030973967],"domain_scores_gemma":[0.9992913,0.00017044718,0.00009228194,0.00027299678,0.00012142086,0.000051559953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006520598,0.00011879884,0.00032866362,0.00015696109,0.00010491661,0.000014352986,0.00014320642,0.000054559037,0.00002796914],"category_scores_gemma":[0.0004939201,0.000090763686,0.000052673975,0.00024410723,0.00006388561,0.00006916702,0.00010927505,0.00018937331,0.0000034528848],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038958743,0.0012432355,0.36206502,0.0003017479,0.0009301588,0.0000011385827,0.0024653936,0.000028746917,0.5433925,0.000059223406,0.0000012448252,0.089122035],"study_design_scores_gemma":[0.0070467694,0.00021155433,0.45286047,0.00073519186,0.00032471333,0.00001509358,0.00047701673,0.09367866,0.4442268,0.00011150158,0.000016967593,0.0002952592],"about_ca_topic_score_codex":0.000050076465,"about_ca_topic_score_gemma":0.000012282606,"teacher_disagreement_score":0.20522185,"about_ca_system_score_codex":0.00007921421,"about_ca_system_score_gemma":0.000029546134,"threshold_uncertainty_score":0.37012357},"labels":[],"label_agreement":null},{"id":"W1971874036","doi":"10.1016/j.hrthm.2012.03.024","title":"Determinants of atrial fibrillation in an animal model of obesity and acute obstructive sleep apnea","year":2012,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Atrial fibrillation; Cardiology; Internal medicine; Anesthesia; Premature atrial contraction; Continuous positive airway pressure; Apnea","score_opus":0.03311052171861734,"score_gpt":0.33126275151941886,"score_spread":0.2981522298008015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971874036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99910784,0.00021793348,0.00009215688,0.000026688891,0.000069714304,0.0003965206,0.000030907842,0.000010306682,0.000047953075],"genre_scores_gemma":[0.9956548,0.0000102521035,0.0040850965,0.0000059455892,0.00020971682,0.0000022313277,0.0000062656704,0.000016674476,0.000008991318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987832,0.00008014229,0.0003232043,0.00019650393,0.00031366275,0.00030331177],"domain_scores_gemma":[0.99930215,0.00006376579,0.00009406127,0.00022708067,0.00014983432,0.00016311154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028533846,0.00011546204,0.0004156516,0.00016664673,0.000029233066,0.0000040888,0.000028984463,0.00011329583,0.00001955794],"category_scores_gemma":[0.000094599745,0.00010916171,0.00007457311,0.0001749716,0.00016398616,0.0003484539,0.00007418725,0.00013844793,0.0000032644662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091970805,0.000046460988,0.96030796,0.00009112934,0.000029870836,0.0000064443343,0.00082709023,0.000070031674,0.029253371,0.00011962182,9.51939e-7,0.008327335],"study_design_scores_gemma":[0.0014124258,0.00039997965,0.8543424,0.00002394627,0.000055478853,0.00028028386,0.000117774085,0.109983094,0.03318642,0.0001031175,0.0000050963054,0.00008995854],"about_ca_topic_score_codex":0.000057306654,"about_ca_topic_score_gemma":0.000019346931,"teacher_disagreement_score":0.109913066,"about_ca_system_score_codex":0.000056039196,"about_ca_system_score_gemma":0.000029797016,"threshold_uncertainty_score":0.44514853},"labels":[],"label_agreement":null},{"id":"W1972322694","doi":"10.1046/j.1446-9235.2003.00003.x","title":"Morbidity and mortality in obstructive sleep apnea syndrome 1: Effect of treatment on cardiovascular morbidity","year":2003,"lang":"en","type":"article","venue":"Sleep and Biological Rhythms","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Obstructive sleep apnea; Neurology; Medicine; Human physiology; Sleep apnea; Sleep (system call); Apnea; Health psychology; Intensive care medicine; Cardiology; Internal medicine; Psychiatry; Public health; Pathology","score_opus":0.037910731354887976,"score_gpt":0.3009960499804129,"score_spread":0.2630853186255249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972322694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964926,0.0011567405,0.000045584347,0.000026687068,0.00012859843,0.0010430705,0.000043890603,0.000029895935,0.0010329379],"genre_scores_gemma":[0.99943596,0.00024600668,0.00013608373,0.000018070506,0.00004161815,0.00007899581,0.000019128885,0.000013267105,0.000010845693],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757844,0.0006202291,0.00032801396,0.00070172147,0.0003271578,0.0004444109],"domain_scores_gemma":[0.99882674,0.00035316797,0.00006904276,0.00043864152,0.0000597034,0.00025271403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007700942,0.00033598117,0.0010460081,0.0001284335,0.00007161346,0.000011995081,0.000055640194,0.00026334389,0.000056700985],"category_scores_gemma":[0.0005150057,0.0002017685,0.00027632868,0.00024601794,0.0005573722,0.000052110652,0.00006953563,0.00030982445,0.0000074131704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060960883,0.00033345516,0.95135146,0.00013299385,0.0010602394,0.00077606423,0.00007755257,0.00002201337,0.002672647,0.0009979729,6.23175e-7,0.04196538],"study_design_scores_gemma":[0.0038604522,0.006081119,0.9736407,0.000026714266,0.00020275655,0.0004322474,0.00006058564,0.00021717354,0.01465048,0.0005055988,0.000112883274,0.00020928544],"about_ca_topic_score_codex":0.00038808666,"about_ca_topic_score_gemma":0.00001742883,"teacher_disagreement_score":0.041756097,"about_ca_system_score_codex":0.0002023347,"about_ca_system_score_gemma":0.000012695503,"threshold_uncertainty_score":0.82278806},"labels":[],"label_agreement":null},{"id":"W1972691671","doi":"10.1381/0960892042584021","title":"Asthma and Sleep Apnea in Patients with Morbid Obesity: Outcome after Bariatric Surgery","year":2004,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Sleep apnea; Obesity; Morbid obesity; Obstructive sleep apnea; Asthma; Obesity Surgery; Surgery; General surgery; Weight loss; Anesthesia; Gastric bypass; Internal medicine","score_opus":0.013409710523938528,"score_gpt":0.24119457118843327,"score_spread":0.22778486066449474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972691671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99808717,0.00030160413,0.00012081047,0.00039796493,0.0002532565,0.00056429324,0.000019139845,0.00007507048,0.0001807065],"genre_scores_gemma":[0.99908763,0.00001417211,0.00030598493,0.00026467285,0.000114211034,0.00004182614,0.000052287025,0.000060375296,0.000058843765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969708,0.00014126408,0.0005680665,0.00064995897,0.00089149456,0.0007784443],"domain_scores_gemma":[0.99815774,0.0005487375,0.00012616957,0.00054179307,0.00022109879,0.00040445355],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008675915,0.0003469038,0.00092537387,0.000986167,0.00009434122,0.000055289966,0.00008671679,0.0001948151,0.0001990478],"category_scores_gemma":[0.0004987536,0.00029679528,0.00019000767,0.0009892933,0.00018796553,0.0003429928,0.00015441094,0.00050377904,0.00012266483],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007337475,0.00092749065,0.99188393,0.00023014187,0.00007517243,0.00056268106,0.00008055573,0.000005187166,0.00001165073,0.00001692563,0.000032530126,0.005439988],"study_design_scores_gemma":[0.0017203033,0.00008445474,0.9973588,0.00006965152,0.000056310142,0.000028475539,0.000028763403,0.000018829405,0.00017553753,0.00005533975,0.00008429563,0.0003192414],"about_ca_topic_score_codex":0.0003368301,"about_ca_topic_score_gemma":0.00012267732,"teacher_disagreement_score":0.005474868,"about_ca_system_score_codex":0.00034127352,"about_ca_system_score_gemma":0.00012129505,"threshold_uncertainty_score":0.99994844},"labels":[],"label_agreement":null},{"id":"W1973067762","doi":"10.2165/11532000-000000000-00000","title":"Can Improving Sleep Influence Sleep-Disordered Breathing?","year":2009,"lang":"en","type":"review","venue":"Drugs","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; Insomnia; Sleep and breathing; Non-rapid eye movement sleep; Hypoventilation; Sleep (system call); Zolpidem; Anesthesia; Obesity hypoventilation syndrome; Sleep disorder; Sleep apnea; Obstructive sleep apnea; Internal medicine; Psychiatry; Respiratory system; Electroencephalography","score_opus":0.020651255180025745,"score_gpt":0.32980863884302813,"score_spread":0.3091573836630024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973067762","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002688214,0.9897027,0.000025060752,0.00028194796,0.00022591431,0.002115206,0.00007903857,0.0002310673,0.007070235],"genre_scores_gemma":[0.0011062961,0.9956444,0.0008145713,0.00027503935,0.0005174924,0.0001789619,0.0002795738,0.00019900658,0.0009846754],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99572396,0.00023861112,0.0009072271,0.001061962,0.0010518389,0.0010163832],"domain_scores_gemma":[0.99716467,0.0002548694,0.00041816957,0.0013324361,0.00032519532,0.0005046516],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00052643585,0.0007884891,0.0024932378,0.00065089104,0.00018745997,0.00010720907,0.00065584824,0.00060313573,0.00018473755],"category_scores_gemma":[0.00063683384,0.0006575582,0.0007444874,0.0009715441,0.00020509568,0.00014650855,0.00029309714,0.0018130405,0.00041247072],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013788466,0.0000868922,0.000030075407,0.011826509,0.000238226,0.00020700444,0.0003001437,8.9411475e-7,0.0000061934384,0.0001076804,0.000057954927,0.9871246],"study_design_scores_gemma":[0.0012193926,0.00026425524,0.00016829073,0.0074004275,0.0017940387,0.0005186236,0.00014021917,0.00021323406,0.000010952522,0.00013012954,0.9872324,0.0009080234],"about_ca_topic_score_codex":0.0004962201,"about_ca_topic_score_gemma":0.000017876853,"teacher_disagreement_score":0.98717445,"about_ca_system_score_codex":0.0008069097,"about_ca_system_score_gemma":0.0004061817,"threshold_uncertainty_score":0.9995876},"labels":[],"label_agreement":null},{"id":"W1973204775","doi":"10.2310/7070.2004.00104","title":"Electrosurgical Adenoid Ablation","year":2004,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Adenoidectomy; Adenoid; Surgery; Adenoid hypertrophy; Tonsillectomy","score_opus":0.015564289794294361,"score_gpt":0.29607522639215667,"score_spread":0.2805109365978623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973204775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882971,0.00043813992,0.0030321758,0.00658599,0.00011959405,0.00014276382,2.7677314e-7,0.000007650593,0.0013763122],"genre_scores_gemma":[0.998606,0.00006635722,0.00067609624,0.00028347966,0.00030342667,9.0677656e-7,8.295697e-7,0.000011186706,0.000051697105],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99894553,0.00015035232,0.00029080771,0.00005952996,0.00032904025,0.0002247109],"domain_scores_gemma":[0.99920434,0.00012749538,0.00015967082,0.0001551306,0.00024965257,0.00010372217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007473159,0.00007232603,0.00022945236,0.00013917078,0.00006214704,0.000005597307,0.00015909786,0.00007865331,0.00022941797],"category_scores_gemma":[0.00023128481,0.000041659277,0.00009283537,0.00018929363,0.00016448772,0.000082510654,0.00003130414,0.00061427674,0.0000761147],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007013421,0.00070150074,0.08572632,0.000063752675,0.0007600177,0.0017086107,0.0014123095,0.00046361826,0.8821094,0.011895811,0.00033463567,0.0078105996],"study_design_scores_gemma":[0.007794467,0.004246082,0.8535364,0.00004421232,0.00029409127,0.043040667,0.00015036011,0.00012886163,0.08060729,0.0070992955,0.0029332994,0.00012495305],"about_ca_topic_score_codex":0.000009587902,"about_ca_topic_score_gemma":0.0000026725027,"teacher_disagreement_score":0.8015021,"about_ca_system_score_codex":0.00013810875,"about_ca_system_score_gemma":0.00010362513,"threshold_uncertainty_score":0.2668761},"labels":[],"label_agreement":null},{"id":"W1973853107","doi":"10.1097/aln.0000000000000040","title":"Postoperative Changes in Sleep-disordered Breathing and Sleep Architecture in Patients with Obstructive Sleep Apnea","year":2013,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Anesthesia; Sleep (system call); Sleep architecture; Breathing; Sleep apnea; Apnea; Apnea–hypopnea index; Sleep study; Hypopnea; Sleep and breathing","score_opus":0.00734726771635959,"score_gpt":0.23177942454178138,"score_spread":0.22443215682542178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973853107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960975,0.00028620425,0.000019244293,0.0016943804,0.00003891106,0.0015840534,0.0000051817756,0.000034635916,0.00023990805],"genre_scores_gemma":[0.9977436,0.000009425308,0.0012025496,0.0006815124,0.000036337147,0.00020793974,0.00004919366,0.000047038466,0.000022414735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978222,0.00032134083,0.00028053677,0.00065624155,0.00025701316,0.0006626348],"domain_scores_gemma":[0.9989324,0.0002654155,0.00008872717,0.00033280507,0.00021246876,0.00016816822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015531288,0.00032828102,0.00063498365,0.0005439215,0.000076638695,0.000023006181,0.00015307499,0.0002602425,0.00015692055],"category_scores_gemma":[0.0001977021,0.00024176759,0.000032553296,0.00042951974,0.00042707083,0.00015802206,0.000109474335,0.00067967153,0.0000342319],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006816194,0.00018766701,0.8984303,0.000037880334,0.0000630474,0.00014202787,0.0038831418,0.000036164663,0.0006773899,0.000081158985,0.000002665234,0.09577694],"study_design_scores_gemma":[0.0044021793,0.0020475916,0.99036705,0.00004070176,0.00002250928,0.00013009399,0.0011795437,0.0006360487,0.0003875867,0.00048866746,0.000046428475,0.00025157633],"about_ca_topic_score_codex":0.0009641344,"about_ca_topic_score_gemma":0.00094329193,"teacher_disagreement_score":0.09552536,"about_ca_system_score_codex":0.000121386205,"about_ca_system_score_gemma":0.000020676025,"threshold_uncertainty_score":0.9858996},"labels":[],"label_agreement":null},{"id":"W1974197491","doi":"10.1113/jphysiol.2002.029215","title":"Effects of continuous positive airway pressure on upper airway inspiratory dynamics in awake patients with sleep‐disordered breathing","year":2003,"lang":"en","type":"article","venue":"The Journal of Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Assistance publique-Hôpitaux de Paris; Medical Research Council; Association pour le Développement et l'Organisation de la Recherche en Pneumologie et sur le Sommeil; Assistance Publique - Hôpitaux de Paris","keywords":"Continuous positive airway pressure; Anesthesia; Airway; Medicine; Obstructive sleep apnea","score_opus":0.0038734880388664474,"score_gpt":0.23198116865427665,"score_spread":0.2281076806154102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974197491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980845,0.00033875235,0.00008090208,0.000112290785,0.00012394594,0.00052878953,0.00000934118,0.000004357473,0.0007171492],"genre_scores_gemma":[0.99962205,0.000017255377,0.00010536646,0.00014621942,0.000042341482,0.000003868085,0.0000035906053,0.000027383137,0.00003193924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980535,0.00074125954,0.0003764047,0.0001445324,0.0003859661,0.00029834014],"domain_scores_gemma":[0.99824905,0.00058008876,0.0003962526,0.00022470353,0.00046612194,0.000083780724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039560988,0.00017779894,0.0005799204,0.00022026828,0.000051586107,0.000003348316,0.00018301852,0.00011282038,0.000032182834],"category_scores_gemma":[0.0003502195,0.00010244217,0.00009158678,0.00021709727,0.00025676188,0.000086767235,0.000038471608,0.0007376535,0.0000040266973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011411175,0.0053530433,0.54662025,0.00092748203,0.0023900287,0.00016676026,0.00553315,0.0021573852,0.4077566,0.0028373823,0.00008515689,0.014761603],"study_design_scores_gemma":[0.00958922,0.005850159,0.9340023,0.0003536538,0.00028071765,0.00004715096,0.0005832902,0.00034448807,0.048529286,0.00023182579,0.000044673674,0.00014324354],"about_ca_topic_score_codex":0.00002730073,"about_ca_topic_score_gemma":0.000008801296,"teacher_disagreement_score":0.38738206,"about_ca_system_score_codex":0.00015203834,"about_ca_system_score_gemma":0.00006669145,"threshold_uncertainty_score":0.41774705},"labels":[],"label_agreement":null},{"id":"W1974199386","doi":"10.1016/j.cjca.2015.03.014","title":"Sleep Apnea and Stroke","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Sleep apnea; Stroke (engine); Apnea; Sleep (system call); Sleep apnea syndromes; Cardiology; Physical medicine and rehabilitation; Polysomnography; Internal medicine","score_opus":0.06218884057921403,"score_gpt":0.34644316218356286,"score_spread":0.2842543216043488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974199386","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020830013,0.9864382,0.00018345524,0.00013653323,0.00082531915,0.00030194875,0.00010147075,0.0000029431494,0.011989277],"genre_scores_gemma":[0.0009765622,0.99575603,0.00017078832,0.00003430147,0.0027493415,0.000005859204,0.000020259773,0.000055979912,0.0002308786],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980694,0.00037973418,0.0005969583,0.0002102393,0.00024397322,0.00049970223],"domain_scores_gemma":[0.9966075,0.00013207608,0.00030598987,0.00029370037,0.0006230406,0.0020376812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090112875,0.00026583084,0.00293966,0.0010240704,0.000048930367,0.000023440742,0.00023834128,0.00047794692,0.00003682412],"category_scores_gemma":[0.00061255065,0.00020107649,0.00055665796,0.00018413349,0.00041133823,0.000047048983,0.00003274538,0.0012304476,0.000038779657],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000107740825,5.795483e-7,0.0003686709,0.001344981,0.0010233837,0.0017405611,0.000018444058,0.0000010210202,2.7605688e-7,0.000059840873,0.002824004,0.9926075],"study_design_scores_gemma":[0.0004936603,0.00035912916,0.00008929439,0.00050738774,0.0014464763,0.018356383,0.00004235321,0.0000016435072,1.4190834e-7,0.000032331565,0.9785372,0.0001339917],"about_ca_topic_score_codex":0.0001315766,"about_ca_topic_score_gemma":0.00014674781,"teacher_disagreement_score":0.9924735,"about_ca_system_score_codex":0.0006013664,"about_ca_system_score_gemma":0.0028549738,"threshold_uncertainty_score":0.81996614},"labels":[],"label_agreement":null},{"id":"W1974383854","doi":"10.1042/cs20080321","title":"Difference in upper airway collapsibility during wakefulness between men and women in response to lower-body positive pressure","year":2008,"lang":"en","type":"article","venue":"Clinical Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Wakefulness; Airway; Medicine; Lower body; Anesthesia; Internal medicine; Electroencephalography; Psychiatry","score_opus":0.03994278488715057,"score_gpt":0.3810896740968707,"score_spread":0.34114688920972014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974383854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974308,0.000021500811,0.000013563486,0.0010479933,0.0000744263,0.00084306375,0.000016732973,0.000018759354,0.00053317624],"genre_scores_gemma":[0.9991265,0.000006756069,0.00013671658,0.000068841204,0.00005613335,0.000052764513,5.6092557e-7,0.00000897432,0.00054277777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963405,0.00050274923,0.00057265675,0.00096296624,0.0007748821,0.0008462257],"domain_scores_gemma":[0.99681026,0.001628571,0.00005690344,0.00049617636,0.00018677214,0.000821322],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005764618,0.00014894255,0.0005179909,0.000299337,0.00017185509,0.00002755002,0.0003965956,0.00012239694,0.000059246708],"category_scores_gemma":[0.00997904,0.00012231705,0.00003970309,0.0015583276,0.0019816433,0.00019108094,0.000569731,0.0005703551,0.000021605703],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003001465,0.00025844926,0.9755118,0.00001954309,0.0000074924756,0.00014143782,0.0015074033,0.000002930733,0.016920263,0.000005896045,0.0000021045264,0.0026212528],"study_design_scores_gemma":[0.002066666,0.0008133342,0.99217397,0.00007419144,0.0000051643165,0.000012308846,0.00028536626,0.0002624817,0.00406903,0.00008367697,0.000017136961,0.0001366879],"about_ca_topic_score_codex":0.0001056909,"about_ca_topic_score_gemma":0.000016992002,"teacher_disagreement_score":0.016662193,"about_ca_system_score_codex":0.00045639448,"about_ca_system_score_gemma":0.000326708,"threshold_uncertainty_score":0.99836034},"labels":[],"label_agreement":null},{"id":"W1974440288","doi":"10.1016/j.resp.2006.04.016","title":"Model based analysis of sleep disordered breathing in congestive heart failure","year":2006,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Manitoba; University of Calgary","funders":"","keywords":"Heart failure; Internal medicine; Cardiology; Breathing; Respiratory system; Chemistry; Biology; Medicine; Anatomy","score_opus":0.02016637385280764,"score_gpt":0.29104281084566036,"score_spread":0.27087643699285274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974440288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981796,0.000112312606,0.00034997886,0.000518313,0.000051270323,0.00043119624,0.00006938495,0.000049514776,0.00023839576],"genre_scores_gemma":[0.9980283,0.000001211545,0.0005732849,0.0011222098,0.000049894104,0.000052751337,0.0001268346,0.000032282933,0.000013249343],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9972568,0.0006557907,0.0006006222,0.0007651451,0.00014303692,0.0005785967],"domain_scores_gemma":[0.99840647,0.00047353952,0.00018526017,0.0006146444,0.00022814731,0.000091958354],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027919217,0.0002798189,0.001167593,0.0011308675,0.00005873748,0.000003949264,0.00020375974,0.00033647823,0.00011438783],"category_scores_gemma":[0.00017902169,0.0002546635,0.0003192635,0.0013413099,0.000705521,0.00006305918,0.000108893066,0.00056334713,0.000015767204],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004444656,0.00031513732,0.15481347,0.000040766947,0.00027059126,0.00001786729,0.00002188891,0.051648486,0.7917378,0.00049559027,0.000064506756,0.00012940809],"study_design_scores_gemma":[0.0023985365,0.0006644268,0.8500138,0.00001377419,0.00042651175,0.000005165883,0.000030530617,0.12551954,0.020151483,0.00029650048,0.00026760434,0.00021215263],"about_ca_topic_score_codex":0.0001297819,"about_ca_topic_score_gemma":0.00021520256,"teacher_disagreement_score":0.77158636,"about_ca_system_score_codex":0.00009413905,"about_ca_system_score_gemma":0.000113614005,"threshold_uncertainty_score":0.9999906},"labels":[],"label_agreement":null},{"id":"W1974616585","doi":"10.1016/j.otohns.2007.09.017","title":"A comparison of postoperative recovery from laser‐assisted uvulopalatoplasty using different laser systems","year":2008,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Postoperative pain; Laser; Anesthesia; Surgery; Optics","score_opus":0.05942436655601545,"score_gpt":0.3347862814369597,"score_spread":0.27536191488094425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974616585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966433,0.0003590452,0.00063984306,0.00013647036,0.0004616193,0.0006696104,0.000106121515,0.000046422505,0.00093754084],"genre_scores_gemma":[0.9985051,0.00001404322,0.0008973118,0.00007944394,0.000102886064,0.00002902578,0.00012296684,0.000038896636,0.0002103304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978101,0.0003824026,0.00055753154,0.00043929718,0.00040357787,0.00040708773],"domain_scores_gemma":[0.99850315,0.00034113438,0.00020894154,0.00046200928,0.00028742067,0.00019733417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000099598175,0.00024875157,0.0010235074,0.00024254179,0.00013440593,0.000009765477,0.00014284684,0.00025586618,0.00029356868],"category_scores_gemma":[0.0002083606,0.00020609438,0.00014427934,0.00025112173,0.00034902876,0.00009813352,0.00013432665,0.0004629115,0.000053518994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008240916,0.00053646794,0.8833674,0.00006094454,0.00038905407,0.00028236178,0.00046494557,0.00009505695,0.11348586,0.000042405736,0.00016834338,0.00028306706],"study_design_scores_gemma":[0.0028661673,0.000885438,0.9054669,0.00010135503,0.00012913886,0.000597223,0.00037902468,0.012783959,0.076249056,0.000010583672,0.00032036085,0.00021079544],"about_ca_topic_score_codex":0.00071724236,"about_ca_topic_score_gemma":0.00008597084,"teacher_disagreement_score":0.0372368,"about_ca_system_score_codex":0.00022064797,"about_ca_system_score_gemma":0.00009729474,"threshold_uncertainty_score":0.84042853},"labels":[],"label_agreement":null},{"id":"W1974884284","doi":"10.1161/01.cir.102.1.61","title":"Effects of Continuous Positive Airway Pressure on Cardiovascular Outcomes in Heart Failure Patients With and Without Cheyne-Stokes Respiration","year":2000,"lang":"en","type":"article","venue":"Circulation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":632,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Cheyne–Stokes respiration; Heart failure; Cardiology; Internal medicine; Continuous positive airway pressure; Respiration; Blood pressure","score_opus":0.005694131580221848,"score_gpt":0.23838228765307073,"score_spread":0.23268815607284887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974884284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978808,0.00020693161,0.00008103947,0.00013412026,0.000016811211,0.001432794,0.000006669216,0.00001824113,0.00022255367],"genre_scores_gemma":[0.9996671,0.0000017558506,0.00016403165,0.000036841935,0.0000221332,0.00003151503,0.00003236306,0.000019199559,0.000025037421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874943,0.00014003717,0.00017126623,0.0002670914,0.00052122615,0.0001509379],"domain_scores_gemma":[0.99944866,0.000059823757,0.000045583023,0.000217675,0.00017115196,0.000057099685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001534707,0.00012584933,0.0003863049,0.0001490972,0.000037239286,0.000011160477,0.000027575876,0.00008896105,0.000019106774],"category_scores_gemma":[0.000110184796,0.000100609665,0.00006834065,0.00016743048,0.000072778515,0.00013891517,0.000008273017,0.00014455458,0.0000052396786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043840555,0.00016062414,0.9837022,0.00014698335,0.0002545354,0.0000028215718,0.00034740684,0.0007166614,0.0027046164,0.000021069722,0.0000027354445,0.011501982],"study_design_scores_gemma":[0.0047622006,0.00037600577,0.9875272,0.00014760319,0.00017031073,0.0000023380733,0.000019930865,0.00042554113,0.0063488763,0.000008673383,0.00011881404,0.00009251407],"about_ca_topic_score_codex":0.00006496179,"about_ca_topic_score_gemma":0.000009617103,"teacher_disagreement_score":0.011409468,"about_ca_system_score_codex":0.000056065095,"about_ca_system_score_gemma":0.0000142465515,"threshold_uncertainty_score":0.4102743},"labels":[],"label_agreement":null},{"id":"W1975371395","doi":"10.1016/j.cjca.2014.12.032","title":"Effect of Nocturnal Intermittent Hypoxia on Left Atrial Appendage Flow Velocity in Atrial Fibrillation","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Atrial fibrillation; Heart failure; Hypoxia (environmental); Stroke (engine); Nocturnal; Body mass index; Intermittent hypoxia; Sinus rhythm; Natriuretic peptide; Sleep apnea; Obstructive sleep apnea","score_opus":0.025141108476121308,"score_gpt":0.30297173435499253,"score_spread":0.2778306258788712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975371395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947457,0.00040367755,0.00034287543,0.00048056687,0.0020666844,0.0003084052,0.000024832483,0.00000254609,0.0016247198],"genre_scores_gemma":[0.9955737,0.000009025538,0.00012936308,0.000018131643,0.0042284885,9.7053594e-8,0.000008796158,0.000016515549,0.00001587207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977108,0.0008196978,0.0005638979,0.00015788656,0.00036675934,0.00038096056],"domain_scores_gemma":[0.9980692,0.00034792343,0.0002302475,0.0001864236,0.0003621771,0.0008039955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021850027,0.00015223854,0.000866419,0.0007750163,0.000029436553,0.000011109321,0.0001613139,0.00020438248,0.00003942282],"category_scores_gemma":[0.002765998,0.00012164016,0.00054949353,0.00016247421,0.00020910936,0.00007189682,0.000021242753,0.00062133616,0.000015920496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012694758,0.0000019872145,0.77260524,0.0000822712,0.0008907291,0.001883965,0.0005378151,0.030861435,0.0010713679,0.000051390365,0.0018988949,0.17742015],"study_design_scores_gemma":[0.042808644,0.02449303,0.8752679,0.00038479283,0.00072837784,0.008394603,0.00029979658,0.00348589,0.004535705,0.00040205254,0.038705084,0.00049409346],"about_ca_topic_score_codex":0.00050431973,"about_ca_topic_score_gemma":0.0007370603,"teacher_disagreement_score":0.17692606,"about_ca_system_score_codex":0.0008430476,"about_ca_system_score_gemma":0.0011105067,"threshold_uncertainty_score":0.49603418},"labels":[],"label_agreement":null},{"id":"W1975391823","doi":"10.1016/j.otot.2015.01.008","title":"Lingual tonsillectomy and midline posterior glossectomy in children with obstructive sleep apnea","year":2015,"lang":"en","type":"article","venue":"Operative Techniques in Otolaryngology-Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Glossectomy; Tonsillectomy; Obstructive sleep apnea; Tongue; Tonsil; Adenoidectomy; Airway; Sleep apnea; Surgery; Ventilation (architecture); Anesthesia","score_opus":0.020023655669721255,"score_gpt":0.3053532212198972,"score_spread":0.28532956555017597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975391823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952934,0.0011686694,0.000037615864,0.00040616008,0.00004427781,0.0017018745,0.000022772881,0.00013177052,0.0011934751],"genre_scores_gemma":[0.99253803,0.000083923675,0.0066204076,0.00024804403,0.00009782157,0.00025769748,0.00005645163,0.000056048026,0.000041599753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974386,0.0003380661,0.0005105798,0.00080903654,0.00028917065,0.0006145591],"domain_scores_gemma":[0.9986482,0.0002961943,0.00009802667,0.00033958972,0.00030412595,0.00031386092],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00073557586,0.00042004173,0.0010229346,0.00085052586,0.000088063236,0.000048950238,0.00011040224,0.00033047431,0.000028315488],"category_scores_gemma":[0.00048690577,0.00033416817,0.000055751065,0.0007455151,0.00081876613,0.0003474599,0.00022151173,0.0008637116,0.000003111954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012537071,0.00024097302,0.98106116,0.000038874314,0.000099372286,0.0003812163,0.0010667947,4.5531092e-7,0.0052698567,0.000056265257,0.000028313492,0.010502983],"study_design_scores_gemma":[0.0025024551,0.0009791773,0.96124804,0.00023574586,0.000024621351,0.002713744,0.00029805023,0.00018511302,0.031232012,0.00013412365,0.00007007008,0.00037685476],"about_ca_topic_score_codex":0.00056958315,"about_ca_topic_score_gemma":0.0002797102,"teacher_disagreement_score":0.025962155,"about_ca_system_score_codex":0.00020393237,"about_ca_system_score_gemma":0.00018308272,"threshold_uncertainty_score":0.999911},"labels":[],"label_agreement":null},{"id":"W1975437845","doi":"10.1016/j.sleep.2007.11.017","title":"Decreased chemosensitivity and improvement of sleep apnea by nocturnal hemodialysis","year":2008,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Humber River Regional Hospital; University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Hemodialysis; Polysomnography; Apnea; Sleep apnea; Nocturnal; Anesthesia; Hypopnea; Hypoxemia; Hypercapnia; Hypoxia (environmental); Cardiology; Internal medicine; Acidosis","score_opus":0.015398932807929163,"score_gpt":0.2705486665223276,"score_spread":0.2551497337143985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975437845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907442,0.00094903505,0.002208562,0.0028273577,0.0001434199,0.0005876856,0.0000266256,0.000047108264,0.0024660109],"genre_scores_gemma":[0.9979025,0.00011474265,0.00068335683,0.00062648463,0.00032037712,0.0000186642,0.00008716777,0.000038433478,0.00020828027],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972302,0.00007458018,0.00056187244,0.000508621,0.0011276037,0.000497159],"domain_scores_gemma":[0.99801886,0.00022897967,0.00019920614,0.0005269979,0.00040551336,0.00062043715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006033382,0.0002995245,0.00087685435,0.00028845013,0.00013540399,0.0000042519505,0.00012272423,0.00013427479,0.00047352404],"category_scores_gemma":[0.0007298721,0.00023023266,0.00012122392,0.0004980963,0.0011243902,0.00009079239,0.00011499097,0.00039449424,0.00001221967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008060076,0.00043309206,0.05155135,0.00020638623,0.00050026627,0.00024696253,0.0006765232,0.0000012759807,0.81253964,0.00003274592,0.0013872877,0.13161848],"study_design_scores_gemma":[0.025008276,0.0037859497,0.18793915,0.00016291313,0.0011094316,0.0011362997,0.0010368092,0.008609183,0.7684315,0.0001611031,0.0020287202,0.0005906865],"about_ca_topic_score_codex":0.00034908752,"about_ca_topic_score_gemma":0.000008718266,"teacher_disagreement_score":0.1363878,"about_ca_system_score_codex":0.00013217208,"about_ca_system_score_gemma":0.000040657076,"threshold_uncertainty_score":0.9388615},"labels":[],"label_agreement":null},{"id":"W1975727024","doi":"10.1080/15402002.2011.557993","title":"Factors Influencing Daytime Sleepiness in Chinese Patients With Obstructive Sleep Apnea","year":2011,"lang":"en","type":"article","venue":"Behavioral Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Sichuan University; University of Windsor; Boston College","keywords":"Obstructive sleep apnea; Medicine; Insomnia; Excessive daytime sleepiness; Anxiety; Apnea; Obesity; Daytime; Apnea–hypopnea index; Physical therapy; Sleep apnea; Sleep (system call); Internal medicine; Polysomnography; Sleep disorder; Psychiatry","score_opus":0.043985243415920666,"score_gpt":0.31157761628533004,"score_spread":0.2675923728694094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975727024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951789,0.00011504499,0.0001349406,0.00008648127,0.00047168566,0.0016953658,0.000033860004,0.00017476939,0.0021089853],"genre_scores_gemma":[0.99836075,0.0000022276674,0.0007535734,0.00010970996,0.00020749487,0.000116171155,0.0002488691,0.00013996121,0.00006121838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952686,0.00014539191,0.0009086704,0.0009993942,0.0015585512,0.0011194359],"domain_scores_gemma":[0.9971563,0.000104242135,0.00029881534,0.0009398713,0.00075122487,0.0007495204],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033519889,0.0007819638,0.0012679728,0.0009760759,0.00014967629,0.00001669177,0.00046303868,0.0002987183,0.0017779463],"category_scores_gemma":[0.00031896532,0.00050007476,0.00013638967,0.0018089898,0.0008262892,0.00057171134,0.00021776976,0.0010356178,0.000058809677],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010386632,0.0010788037,0.96794736,0.000067721725,0.000097553566,0.00024860108,0.005729746,0.000003110611,0.0010843462,0.00003692107,0.0000072659896,0.022659931],"study_design_scores_gemma":[0.009944587,0.0023545842,0.9836099,0.00017808408,0.0003171623,0.00002278616,0.0019208429,0.00012287375,0.000919457,0.00006268084,0.00002960864,0.00051742553],"about_ca_topic_score_codex":0.0019110813,"about_ca_topic_score_gemma":0.00023496317,"teacher_disagreement_score":0.022142505,"about_ca_system_score_codex":0.00057291787,"about_ca_system_score_gemma":0.000053675016,"threshold_uncertainty_score":0.9997451},"labels":[],"label_agreement":null},{"id":"W1976251971","doi":"10.1152/japplphysiol.00649.2013","title":"Arousal from sleep: implications for obstructive sleep apnea pathogenesis and treatment","year":2013,"lang":"en","type":"review","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":310,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Calgary","funders":"","keywords":"Arousal; Obstructive sleep apnea; Medicine; Low arousal theory; Apnea; Sleep (system call); Breathing; Wakefulness; Neuroscience; Anesthesia; Psychology; Electroencephalography","score_opus":0.05320035046052854,"score_gpt":0.34967764934960976,"score_spread":0.29647729888908125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976251971","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0121852625,0.982368,0.00067963696,0.00012702536,0.00034930417,0.0033759342,0.00062849367,0.000020309302,0.00026605444],"genre_scores_gemma":[0.0033587252,0.9832427,0.009971079,0.000049726194,0.0019365902,0.0009307445,0.00035492945,0.00013115632,0.000024332765],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99763644,0.00010807665,0.0010462832,0.0005599068,0.00019154655,0.0004577625],"domain_scores_gemma":[0.99650687,0.0010168604,0.0012003357,0.0005197432,0.0004085011,0.00034767156],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013097485,0.00055392005,0.003141046,0.00036543005,0.00012148284,0.000024831268,0.0002747348,0.0004944542,0.00008412971],"category_scores_gemma":[0.000063442836,0.0003711355,0.0007468709,0.000211198,0.0003363877,0.000059645223,0.00010709394,0.00049148547,0.000035414832],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032448096,0.00021455775,0.0000127162,0.0009573998,0.0025834595,0.000005822012,0.000076915305,0.0000012393963,0.008720692,0.00079171493,0.00005642987,0.9862546],"study_design_scores_gemma":[0.007677138,0.0032003282,0.01472748,0.00089895085,0.013958005,0.0008484387,0.00036301278,0.00008186441,0.00052555173,0.015599577,0.94103503,0.0010846304],"about_ca_topic_score_codex":0.000009700756,"about_ca_topic_score_gemma":9.67858e-7,"teacher_disagreement_score":0.98516995,"about_ca_system_score_codex":0.0004684904,"about_ca_system_score_gemma":0.0001868971,"threshold_uncertainty_score":0.99987406},"labels":[],"label_agreement":null},{"id":"W1976627344","doi":"10.1183/09031936.00059706","title":"Impact of CPAP on asthmatic patients with obstructive sleep apnoea","year":2006,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Hôpital du Sacré-Cœur de Montréal; Université de Montréal","funders":"","keywords":"Medicine; Sleep (system call); Asthma; Continuous positive airway pressure; Pediatrics; Anesthesia; Internal medicine; Obstructive sleep apnea","score_opus":0.014628952319679036,"score_gpt":0.27793704960848464,"score_spread":0.2633080972888056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976627344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9709409,0.0000742182,0.00017143312,0.000017095403,0.00010102988,0.00032476135,0.000018305627,0.00002591753,0.028326366],"genre_scores_gemma":[0.99883986,6.92988e-7,0.00049895747,0.00007058531,0.00042057733,0.0000014976655,0.0000062636755,0.00008622358,0.000075346084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714166,0.00053720386,0.0005504866,0.00027269698,0.0010626751,0.00043530206],"domain_scores_gemma":[0.99806774,0.0000799002,0.0004175494,0.0004131502,0.00071228656,0.00030936554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005502873,0.00026288402,0.00037822215,0.00043194633,0.0001523644,0.000050400868,0.00021777401,0.000040196795,0.00040497127],"category_scores_gemma":[0.00019218161,0.00017161506,0.00022951904,0.00034706618,0.00023261289,0.00017254475,0.00005615453,0.0007583806,0.00016730392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017105151,0.0007255116,0.96695834,0.000038899365,0.00035007962,0.000566493,0.00011781589,0.00036230477,0.003899817,0.00008762378,0.00043555768,0.024747066],"study_design_scores_gemma":[0.004936032,0.004727738,0.9885576,0.00012878104,0.000056183155,0.00010882276,0.00004053426,0.000022340537,0.00077421643,0.000033039356,0.0004531334,0.00016162326],"about_ca_topic_score_codex":0.0000058596456,"about_ca_topic_score_gemma":9.5182844e-7,"teacher_disagreement_score":0.02825102,"about_ca_system_score_codex":0.00035527124,"about_ca_system_score_gemma":0.00009238234,"threshold_uncertainty_score":0.6998259},"labels":[],"label_agreement":null},{"id":"W1976882776","doi":"10.1177/00220345010800020801","title":"Rhythmic Masticatory Muscle Activity during Sleep in Humans","year":2001,"lang":"en","type":"article","venue":"Journal of Dental Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":311,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Sleep Bruxism; Electromyography; Masticatory force; Sleep (system call); Medicine; Polysomnography; Rhythm; Masseter muscle; Physical therapy; Audiology; Dentistry; Physical medicine and rehabilitation; Anesthesia; Internal medicine","score_opus":0.06436502499115945,"score_gpt":0.40103790587013466,"score_spread":0.3366728808789752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976882776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954243,0.00031553133,0.00004558059,0.00044413153,0.00012682409,0.00030414533,0.0000015897879,0.000007580564,0.0033303201],"genre_scores_gemma":[0.9987908,0.00018185859,0.0001412644,0.000010176624,0.0004268931,0.0000075442517,4.6923384e-7,0.00003091222,0.000410107],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9960478,0.00036706644,0.00041061811,0.0002276994,0.0022272458,0.00071959157],"domain_scores_gemma":[0.998418,0.00029941477,0.000102457234,0.0002875237,0.00047499078,0.00041764468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002258796,0.000121345955,0.00034026033,0.0014327301,0.00013490791,0.00004703988,0.00028073453,0.000102918675,0.00065796054],"category_scores_gemma":[0.00094540446,0.00010593817,0.000151714,0.0009480905,0.0002894839,0.00033288024,0.00022658215,0.0020567318,0.00014194833],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021230855,0.0007729507,0.47783443,0.00010578852,0.000075729404,0.009103655,0.00020178375,0.000010698546,0.4811986,0.000040415078,0.000044796525,0.028488064],"study_design_scores_gemma":[0.0031415068,0.00058241346,0.9710026,0.00013007935,0.000011396802,0.0015500016,0.0008437278,0.0001965569,0.022006178,0.000109344706,0.00034231448,0.00008390135],"about_ca_topic_score_codex":0.000048842263,"about_ca_topic_score_gemma":0.00007124886,"teacher_disagreement_score":0.49316815,"about_ca_system_score_codex":0.0010510717,"about_ca_system_score_gemma":0.0001394117,"threshold_uncertainty_score":0.8935591},"labels":[],"label_agreement":null},{"id":"W1978683846","doi":"10.5664/jcsm.3182","title":"Adenotonsillectomy or Watchful Waiting in the Management of Childhood Obstructive Sleep Apnea","year":2013,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Watchful waiting; Medicine; Obstructive sleep apnea; Tonsillectomy; Pediatrics; Sleep (system call); Sleep apnea; Polysomnography; Adenoidectomy; Apnea; Intensive care medicine; Internal medicine; Anesthesia","score_opus":0.06309454580927398,"score_gpt":0.3859110953110152,"score_spread":0.3228165495017412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978683846","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16970496,0.002473992,0.0003176503,0.81099415,0.0032900134,0.0034848587,0.000019620715,0.000029258725,0.009685485],"genre_scores_gemma":[0.64656806,0.0019789257,0.006234968,0.30151674,0.041627362,0.0001324192,0.00011909324,0.00035344614,0.0014689624],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9863849,0.0014058833,0.006199032,0.0007308165,0.0042413333,0.0010380069],"domain_scores_gemma":[0.987211,0.0058310283,0.0038531618,0.0011958802,0.0014909393,0.00041802536],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0064560766,0.00074750267,0.003998124,0.0009641699,0.00009661532,0.000032159445,0.001625213,0.0012600488,0.002013808],"category_scores_gemma":[0.0045781555,0.00037251954,0.0010354923,0.0012865673,0.0013542777,0.0002194198,0.00031424093,0.011537095,0.00005366355],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038895607,0.0021233282,0.02235765,0.0037652198,0.010839446,0.03636124,0.0029030913,0.000013772541,0.000051533858,0.00018757666,0.36873809,0.5487695],"study_design_scores_gemma":[0.05486757,0.017081678,0.4848959,0.010846402,0.009367417,0.0082565285,0.011837828,0.0010687307,0.00013043226,0.0024456417,0.39783543,0.001366419],"about_ca_topic_score_codex":0.000059433834,"about_ca_topic_score_gemma":0.000004570318,"teacher_disagreement_score":0.5474031,"about_ca_system_score_codex":0.00025634005,"about_ca_system_score_gemma":0.00019144067,"threshold_uncertainty_score":0.9998727},"labels":[],"label_agreement":null},{"id":"W1979012073","doi":"10.1097/00000542-200309000-00013","title":"Urgent Adenotonsillectomy","year":2003,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Tonsillectomy; Obstructive sleep apnea; Adenoidectomy; Odds ratio; Confidence interval; Perioperative; Anesthesia; Sleep apnea; Internal medicine","score_opus":0.025585269615794548,"score_gpt":0.30014094202631075,"score_spread":0.2745556724105162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979012073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838887,0.000460054,0.000025943937,0.0003577485,0.00007244826,0.00025203064,2.9895025e-7,0.000048299953,0.014894472],"genre_scores_gemma":[0.99722934,0.000019797484,0.00095967704,0.0009825608,0.00004197407,0.000028444168,0.000004105449,0.000017288714,0.00071679126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990455,0.00014403403,0.00013030088,0.0002272346,0.00013018878,0.0003227482],"domain_scores_gemma":[0.9993098,0.00010899119,0.0000232485,0.0002786599,0.00007801286,0.00020128491],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016503368,0.00009362611,0.00021515496,0.000110220324,0.000051320672,0.000003510541,0.000058452195,0.00010291819,0.0023802214],"category_scores_gemma":[0.00062065513,0.00007446559,0.0000650741,0.00016919413,0.00013855401,0.000019776146,0.000013592532,0.00016935245,0.00067593245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021732965,0.0002686607,0.93186665,0.00003860259,0.00011512747,0.0011596181,0.00018291535,0.0000017936576,0.030002639,0.02378717,0.0021026107,0.010256894],"study_design_scores_gemma":[0.0017157469,0.0009761283,0.6716402,0.000008770076,0.000048237827,0.003126116,0.00016881248,0.000025941707,0.044731043,0.001642267,0.2757225,0.0001942146],"about_ca_topic_score_codex":0.000011039225,"about_ca_topic_score_gemma":0.0000011680137,"teacher_disagreement_score":0.2736199,"about_ca_system_score_codex":0.000044247336,"about_ca_system_score_gemma":0.00007364755,"threshold_uncertainty_score":0.99853176},"labels":[],"label_agreement":null},{"id":"W1979327059","doi":"10.1186/1471-2466-14-140","title":"Sleep-related breathing disorders and gait variability: a cross-sectional preliminary study","year":2014,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Glenrose Rehabilitation Hospital; Western University","funders":"","keywords":"Medicine; STRIDE; Cross-sectional study; Depression (economics); Gait; Physical therapy; Body mass index; Physical medicine and rehabilitation; Cognition; Memory span; Internal medicine; Pediatrics; Psychiatry; Working memory","score_opus":0.02099768089596124,"score_gpt":0.31737376798533606,"score_spread":0.2963760870893748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979327059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9802351,0.00034524588,0.0018733055,0.0008133158,0.00046757612,0.0016488147,0.000005700664,0.00018563613,0.014425333],"genre_scores_gemma":[0.9977553,0.0000119117585,0.00050005055,0.000101789934,0.0005253351,0.00010848006,0.00006165722,0.00006283564,0.00087265274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961984,0.0005274984,0.00069938286,0.0009445059,0.0010879459,0.0005422693],"domain_scores_gemma":[0.9973593,0.0011114875,0.0001332649,0.0007111833,0.00022793234,0.00045684844],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002912774,0.000351301,0.00060471526,0.0003580428,0.00032829982,0.000026974354,0.00020417573,0.00020192856,0.00070760504],"category_scores_gemma":[0.002338584,0.0002770909,0.00009325491,0.00052172126,0.00085514324,0.00021394862,0.00026093976,0.00072118174,0.000042423137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001306542,0.0009558274,0.97242707,0.00025532075,0.00013690353,0.00010379424,0.00062211853,0.000028065095,0.00083054154,0.00032604142,0.000017849776,0.022989899],"study_design_scores_gemma":[0.004862946,0.0032965033,0.95546734,0.00006912752,0.00017236256,0.000921575,0.0006852286,0.031998813,0.0000122192505,0.0019764628,0.00031318076,0.0002242549],"about_ca_topic_score_codex":0.00029253517,"about_ca_topic_score_gemma":0.000016515141,"teacher_disagreement_score":0.03197075,"about_ca_system_score_codex":0.00015887854,"about_ca_system_score_gemma":0.000046993082,"threshold_uncertainty_score":0.9999681},"labels":[],"label_agreement":null},{"id":"W1979450285","doi":"10.1111/j.1479-8425.2007.00325.x","title":"Undergraduate dental education on oral appliance therapy for obstructive sleep apnea at The University of British Columbia","year":2007,"lang":"en","type":"article","venue":"Sleep and Biological Rhythms","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Japan Society for the Promotion of Science; Sleep Research Society","keywords":"Obstructive sleep apnea; Oral appliance; Medicine; Curriculum; Sleep medicine; Dentistry; Continuous positive airway pressure; Dental education; Oral and maxillofacial surgery; Oral examination; Protocol (science); Columbia university; Neurology; Oral and maxillofacial radiology; Intensive care medicine; Alternative medicine; Anesthesia; Oral health; Psychology; Sleep disorder","score_opus":0.022429396366694703,"score_gpt":0.28042528477817497,"score_spread":0.25799588841148025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979450285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961444,0.00037598686,0.0010209901,0.00035572177,0.00016540925,0.0009845657,0.00008237821,0.000023147493,0.00084738963],"genre_scores_gemma":[0.9978268,0.00014810661,0.0006899598,0.00020954515,0.00010999093,0.000008690362,0.000062118386,0.000009159197,0.0009356108],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989578,0.000054765474,0.00014807156,0.00035156717,0.00018915503,0.00029862914],"domain_scores_gemma":[0.9992584,0.00022716804,0.000084185354,0.00016168886,0.00014300746,0.00012557833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028605212,0.00010041811,0.00022563948,0.000023924138,0.00023843482,0.000019645699,0.000093564675,0.0001328698,0.00012334785],"category_scores_gemma":[0.00006379769,0.00008930095,0.00010441676,0.00015240298,0.0006655079,0.00003631875,0.00007614909,0.00016768811,0.000010903612],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018655474,0.00038292998,0.12435093,0.00002465236,0.00013742526,0.000024256111,0.00006520441,8.177823e-7,0.005711671,0.0006507457,0.0003672381,0.8664186],"study_design_scores_gemma":[0.0029356307,0.0015420885,0.9823901,0.000026071873,0.000035549576,0.00015053786,0.0017068832,0.0001580574,0.0017335346,0.0024533598,0.0066924295,0.00017574149],"about_ca_topic_score_codex":0.00080050185,"about_ca_topic_score_gemma":0.002067377,"teacher_disagreement_score":0.8662428,"about_ca_system_score_codex":0.0001253838,"about_ca_system_score_gemma":0.000016334732,"threshold_uncertainty_score":0.36415872},"labels":[],"label_agreement":null},{"id":"W1979624577","doi":"10.1016/j.apmr.2006.12.025","title":"Estimated Prevalence of Obstructive Sleep Apnea–Hypopnea Syndrome After Cervical Cord Injury","year":2007,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôtel-Dieu de Montréal; Centre Hospitalier de l’Université de Montréal; Quebec Rehabilitation Research Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Hypopnea; Rehabilitation; Sleep apnea; Apnea; Anesthesia; Sleep (system call); Physical therapy; Polysomnography; Internal medicine","score_opus":0.012388902149971985,"score_gpt":0.3230855483016322,"score_spread":0.31069664615166026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979624577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99580455,0.0002522352,0.0014675432,0.0007958097,0.00006176726,0.00062055764,0.000023132485,0.00002372223,0.0009506924],"genre_scores_gemma":[0.99123263,0.0000108009335,0.0085471785,0.000030211666,0.00010237557,0.000022344595,0.000010657184,0.000019760055,0.000024027078],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99817175,0.0001099953,0.0005108751,0.00036882915,0.0005574604,0.00028109615],"domain_scores_gemma":[0.99497133,0.004125357,0.0001600154,0.00031149844,0.00020531105,0.00022649458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002895,0.00018486446,0.0005655629,0.0003836066,0.000035457193,0.00000193477,0.000099662284,0.00006147245,0.000045180317],"category_scores_gemma":[0.0018229322,0.00013497655,0.00013875795,0.00036213675,0.0025620782,0.00011127467,0.00008831153,0.00027522925,0.000002906625],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010957969,0.0011049185,0.24167097,0.007293119,0.00026858313,0.00004575163,0.015025969,0.000005040078,0.28157356,0.0060785976,0.000008500447,0.43596703],"study_design_scores_gemma":[0.001493204,0.011655133,0.9673441,0.00073425577,0.00018240791,0.00003038707,0.0012824277,0.0025786152,0.005411254,0.009165239,0.000009728661,0.000113255526],"about_ca_topic_score_codex":0.000040582763,"about_ca_topic_score_gemma":0.0000016837813,"teacher_disagreement_score":0.72567314,"about_ca_system_score_codex":0.000023537455,"about_ca_system_score_gemma":0.000018961204,"threshold_uncertainty_score":0.94400835},"labels":[],"label_agreement":null},{"id":"W1979638890","doi":"10.2165/11633570-000000000-00000","title":"Apnea and Oxygen Desaturations in Children Treated with Opioids after Adenotonsillectomy for Obstructive Sleep Apnea Syndrome","year":2012,"lang":"en","type":"article","venue":"Pediatric Drugs","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child and Family Research Institute; Children's & Women's Health Centre of British Columbia; University of British Columbia; Hospital for Sick Children; McMaster University","funders":"","keywords":"Medicine; Tonsillectomy; Anesthesia; Obstructive sleep apnea; Adenoidectomy; Hydrocodone; Apnea; Sleep apnea; Oxygen saturation; Internal medicine; Opioid; Oxycodone","score_opus":0.0071685459581808855,"score_gpt":0.24692193621646705,"score_spread":0.23975339025828615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979638890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948878,0.0016982862,0.00029453638,0.00016416021,0.000060156995,0.0022266845,0.000092563176,0.00007077005,0.000505037],"genre_scores_gemma":[0.99506354,0.000030465224,0.003291312,0.000054406817,0.0004298022,0.0007364364,0.000104429695,0.00006845575,0.00022114257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979894,0.000072558076,0.00031218337,0.0004602043,0.00039128275,0.0007743832],"domain_scores_gemma":[0.99879515,0.00022126282,0.0000870871,0.00032300278,0.00018491001,0.0003885851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021993482,0.00030196193,0.00043582695,0.00060321897,0.000120646866,0.000040470597,0.00010893332,0.00016210487,0.00007526868],"category_scores_gemma":[0.00014277712,0.0002430391,0.00007978247,0.00096672523,0.00014585801,0.0003752609,0.000082832434,0.0003524494,0.000030390755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047940214,0.00019053945,0.9942544,0.00008222841,0.00015776124,0.000016548633,0.000992066,0.0000016595736,0.000061419625,0.000055166714,0.000032886077,0.0036759388],"study_design_scores_gemma":[0.003945459,0.0002935307,0.9937808,0.000008075915,0.00040044222,0.0004243006,0.0003429437,0.00018571531,0.0002188203,0.000040177598,0.00007136619,0.00028837554],"about_ca_topic_score_codex":0.000116274074,"about_ca_topic_score_gemma":0.000009086498,"teacher_disagreement_score":0.0034660567,"about_ca_system_score_codex":0.00018734319,"about_ca_system_score_gemma":0.000060292452,"threshold_uncertainty_score":0.9910847},"labels":[],"label_agreement":null},{"id":"W1979982635","doi":"10.1136/bmj.e5389","title":"Effect of systemic steroids on post-tonsillectomy bleeding and reinterventions: systematic review and meta-analysis of randomised controlled trials","year":2012,"lang":"en","type":"review","venue":"BMJ","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Centre hospitalier universitaire de Québec; University of Manitoba; Université Laval; CancerCare Manitoba; Hôpital de l'Enfant-Jésus","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Tonsillectomy; Cochrane Library; Meta-analysis; Incidence (geometry); Odds ratio; Randomized controlled trial; Confidence interval; Surgery; Internal medicine","score_opus":0.14543292746143888,"score_gpt":0.4592158742066847,"score_spread":0.3137829467452458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979982635","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037876864,0.95442355,0.000018835193,0.000054081036,0.000051613817,0.045054924,0.00016375328,0.000014083249,0.00018128792],"genre_scores_gemma":[0.0025629054,0.9914128,0.000026666796,0.000017692933,0.000042188367,0.005442889,0.00006839526,0.00005208343,0.00037439016],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.977496,0.015142885,0.0057673384,0.00047824177,0.0008288122,0.00028668452],"domain_scores_gemma":[0.97248507,0.020649549,0.0051900526,0.0009407448,0.0005407767,0.00019381056],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.039116137,0.00064114295,0.055424202,0.001621915,0.000040057286,0.000024722227,0.00018277313,0.00026191314,0.00031793982],"category_scores_gemma":[0.028458817,0.00030804047,0.011150698,0.0009502004,0.00012742417,0.000059402533,0.000100418656,0.00034205976,0.0000074652116],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010622278,0.000033345877,8.811857e-7,0.6268346,0.3697127,0.0000044227363,0.00001479607,4.9033165e-8,0.000007592275,0.000009882616,0.000008767626,0.002310751],"study_design_scores_gemma":[0.018719217,0.00067911425,3.650012e-7,0.18390939,0.7963212,0.00012877859,0.0000164152,0.000012412293,0.000006730467,2.3864828e-7,0.00006166403,0.00014448904],"about_ca_topic_score_codex":0.000011920212,"about_ca_topic_score_gemma":9.965967e-7,"teacher_disagreement_score":0.44292518,"about_ca_system_score_codex":0.00010936637,"about_ca_system_score_gemma":0.000060560516,"threshold_uncertainty_score":0.9999372},"labels":[],"label_agreement":null},{"id":"W1980768613","doi":"10.1007/s11325-007-0141-y","title":"Dental changes evaluated with a 3D computer-assisted model analysis after long-term tongue retaining device wear in OSA patients","year":2007,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; China Scholarship Council","keywords":"Otorhinolaryngology; Medicine; Neurology; Tongue; Term (time); Dentistry; Orthodontics; Audiology; Surgery; Pathology","score_opus":0.02072721532266212,"score_gpt":0.3015467482500973,"score_spread":0.28081953292743517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980768613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99016464,0.000142396,0.008867341,0.000058563808,0.000034822966,0.00046840383,0.000009725369,0.000047515976,0.00020662132],"genre_scores_gemma":[0.99456286,0.0000056388185,0.0050158068,0.00017813362,0.000069292495,0.000020869287,0.00009575009,0.000031898595,0.000019725316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978637,0.00008342416,0.00030087208,0.0005241809,0.00068114715,0.0005466661],"domain_scores_gemma":[0.9991069,0.00007987685,0.000093398805,0.00026313443,0.00021922996,0.00023750417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066606264,0.00024344953,0.0004513656,0.0007541031,0.00010351558,0.000064839944,0.0000927393,0.00012588479,0.00003856858],"category_scores_gemma":[0.000030087995,0.00019660866,0.00007348475,0.0010045539,0.000098071294,0.00017484455,0.00014318965,0.00035831495,0.000004250529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081405265,0.00022784443,0.9033556,0.00008008883,0.00062416645,0.00057517376,0.002141152,0.00012753555,0.00047803175,0.0000016588183,2.2228085e-7,0.09157449],"study_design_scores_gemma":[0.0029294018,0.00031011182,0.81698585,0.00017733451,0.00069506495,0.000059858234,0.00025852065,0.17801669,0.00037949832,0.0000013065281,6.1119147e-7,0.00018577237],"about_ca_topic_score_codex":0.0001483731,"about_ca_topic_score_gemma":0.0024211481,"teacher_disagreement_score":0.17788915,"about_ca_system_score_codex":0.00023958118,"about_ca_system_score_gemma":0.000020098129,"threshold_uncertainty_score":0.80174685},"labels":[],"label_agreement":null},{"id":"W1980862361","doi":"10.1177/0194599813496044a388","title":"Prospective Analysis of Sleep Stages, Obstructive Sleep Apnea Status, and Head and Neck Anatomy","year":2013,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Otorhinolaryngology; Epworth Sleepiness Scale; Sleep (system call); Sleep apnea; Sleep Stages; Sleep medicine; Physical therapy; Sleep disorder; Apnea; Anesthesia; Surgery; Insomnia","score_opus":0.00983464985587055,"score_gpt":0.28472821029718437,"score_spread":0.2748935604413138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980862361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994794,0.0011360656,0.00019159241,0.00036600928,0.00006026296,0.0012735628,0.00006276195,0.000045224937,0.0020705054],"genre_scores_gemma":[0.99677026,0.0000648713,0.002688339,0.000105610554,0.000038515685,0.00012885335,0.000059358197,0.000035539917,0.00010866713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977221,0.00017014657,0.00041203096,0.00070639857,0.00034825635,0.00064110087],"domain_scores_gemma":[0.9981971,0.00023363005,0.0001752927,0.00048598534,0.00050599047,0.00040203563],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017050786,0.0002811901,0.0009862351,0.00089842523,0.00009988359,0.000029276589,0.0001139595,0.00022916478,0.0006525067],"category_scores_gemma":[0.00027876065,0.00024925882,0.00012179288,0.0011844273,0.0008847806,0.00026380728,0.00024450538,0.00044714363,0.000019973182],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022385598,0.00013483063,0.9766044,0.00010203681,0.0028466587,0.00004223988,0.00077161414,0.0000033060114,0.0056969407,0.0029499254,0.000013301898,0.01061091],"study_design_scores_gemma":[0.0023504947,0.00065167755,0.98787934,0.000009566074,0.00092359027,0.00006218041,0.00055695785,0.004769036,0.0017135829,0.00071127067,0.00017560105,0.0001967109],"about_ca_topic_score_codex":0.0014141971,"about_ca_topic_score_gemma":0.00019997277,"teacher_disagreement_score":0.011274952,"about_ca_system_score_codex":0.00012751145,"about_ca_system_score_gemma":0.00003412201,"threshold_uncertainty_score":0.99999595},"labels":[],"label_agreement":null},{"id":"W1981310853","doi":"10.1007/s11325-013-0823-6","title":"Respiratory effort-related arousals contribute to sympathetic modulation of heart rate variability","year":2013,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Heart rate variability; Cardiology; Internal medicine; Apnea; Sympathetic activity; Heart rate; Sleep apnea; Breathing; Respiratory system; Anesthesia; Obstructive sleep apnea; Blood pressure","score_opus":0.014165854837021543,"score_gpt":0.27789262301254924,"score_spread":0.2637267681755277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981310853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996136,0.000079329955,0.001023967,0.00096085155,0.000095316376,0.0010761024,0.000008883394,0.000050952138,0.0005686051],"genre_scores_gemma":[0.9988177,0.0000017233532,0.00074578676,0.0002722098,0.00004526248,0.00003843543,0.000008981888,0.000019201203,0.00005070439],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99850774,0.00017612921,0.00039393333,0.00032760744,0.0002890256,0.00030558382],"domain_scores_gemma":[0.9988016,0.00019077172,0.00007561489,0.00034058827,0.00034355212,0.00024790375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012957447,0.00014065018,0.0003648125,0.00015509734,0.0000879095,0.000029678253,0.00006081936,0.00012038996,0.0001408181],"category_scores_gemma":[0.0004766057,0.000117799354,0.000070910646,0.000254996,0.00009966272,0.0001727537,0.00008269914,0.00021530657,0.00005883377],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015724605,0.00023924396,0.26969352,0.00025127034,0.00023847095,0.000020043226,0.0013617307,0.00014381362,0.6760377,0.0011651029,0.00006212975,0.0506297],"study_design_scores_gemma":[0.0022965735,0.000541697,0.9545691,0.00014468722,0.000104415376,0.000045313984,0.00012954959,0.014874117,0.024328023,0.002523939,0.0002465957,0.00019600819],"about_ca_topic_score_codex":0.0001723626,"about_ca_topic_score_gemma":0.000001514958,"teacher_disagreement_score":0.68487555,"about_ca_system_score_codex":0.00009227062,"about_ca_system_score_gemma":0.000021732962,"threshold_uncertainty_score":0.48037183},"labels":[],"label_agreement":null},{"id":"W1981441701","doi":"10.5665/sleep.1636","title":"The Supraglottic Effect of a Reduction in Expiratory Mask Pressure During Continuous Positive Airway Pressure","year":2012,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; Instituto de Salud Carlos III; School of Medicine, New York University; Societat Catalana de Pneumologia; Sociedad Española de Neumología y Cirugía Torácica; York University","keywords":"Continuous positive airway pressure; Medicine; Anesthesia; Obstructive sleep apnea; Expiration; Positive pressure; Airway resistance; Apnea; Positive end-expiratory pressure; Airway; FLEX; Respiratory system; Cardiology; Mechanical ventilation; Internal medicine","score_opus":0.005919694110188545,"score_gpt":0.2663315563935894,"score_spread":0.26041186228340085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981441701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894903,0.0069767074,0.000011548785,0.00016504503,0.00039207508,0.001207361,0.000013548147,0.00003430371,0.0017091157],"genre_scores_gemma":[0.9985828,0.00001840854,0.00002778122,0.0000060634507,0.0003125084,0.00009756237,0.0000052605355,0.000032117507,0.0009174913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980446,0.0004496856,0.0002743702,0.00023099946,0.0004716782,0.0005286637],"domain_scores_gemma":[0.999036,0.00019057207,0.000104502215,0.00040574768,0.00012203672,0.0001410977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078267,0.00017088385,0.0003361558,0.00013372778,0.00010556812,0.000013754865,0.00013625361,0.000121499805,0.00008803463],"category_scores_gemma":[0.00034623532,0.00011728138,0.000099275305,0.00025930873,0.0002117142,0.0001926284,0.000097511744,0.0004261671,0.000024983417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036051837,0.00042856217,0.6073188,0.0012069872,0.0008298428,0.000040010687,0.0044426084,0.000059458132,0.35755458,0.00033292183,0.00012132772,0.024059676],"study_design_scores_gemma":[0.003701652,0.000746449,0.5332629,0.00014297027,0.00036835438,0.00010590952,0.00081650866,0.00021691817,0.4591367,0.000011675801,0.001326952,0.00016298896],"about_ca_topic_score_codex":0.000055751876,"about_ca_topic_score_gemma":0.000004581789,"teacher_disagreement_score":0.10158209,"about_ca_system_score_codex":0.00007618862,"about_ca_system_score_gemma":0.000016310805,"threshold_uncertainty_score":0.47825956},"labels":[],"label_agreement":null},{"id":"W1981476175","doi":"10.1016/j.ijom.2009.02.023","title":"Acoustic and neurophysiologic observations related to lingual nerve impairment","year":2009,"lang":"en","type":"article","venue":"International Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Misericordia Community Hospital; University of Alberta","funders":"","keywords":"Medicine; Audiology; Formant; Vowel; Sensory system; Tongue; Psychology; Neuroscience; Pathology","score_opus":0.03680986298050394,"score_gpt":0.32435814271955027,"score_spread":0.28754827973904634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981476175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99229604,0.00012301432,0.000067873334,0.006760953,0.00056975504,0.00009584876,0.0000078286,0.000010664314,0.00006802726],"genre_scores_gemma":[0.99847823,0.00014183794,0.0004498596,0.00076195854,0.00007663263,9.3170394e-7,0.0000059295176,0.000006148195,0.00007844482],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998925,0.000026370724,0.00036719601,0.00012528499,0.00040714676,0.00014901189],"domain_scores_gemma":[0.9990872,0.000044532237,0.00012380214,0.00005016458,0.00048721314,0.00020706661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024213373,0.000097284064,0.00023984324,0.00026601463,0.00004717274,0.000042128697,0.00007302024,0.00004709142,0.000042363652],"category_scores_gemma":[0.0005084726,0.0000741053,0.00009798339,0.00013825798,0.000055704655,0.00014799237,0.00005003575,0.00019304124,0.0000042470447],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001823254,0.00043204462,0.1481228,0.000014564078,0.0003214966,0.0023282666,0.0003239309,0.00014065529,0.1844884,0.0005164211,0.00021214547,0.66127604],"study_design_scores_gemma":[0.00062282156,0.0006981554,0.9924112,0.000040748335,0.000037858525,0.0009103783,0.000065150176,0.00014328724,0.00082017743,0.0012066644,0.0029536416,0.00008993873],"about_ca_topic_score_codex":0.000021340773,"about_ca_topic_score_gemma":6.1055846e-7,"teacher_disagreement_score":0.8442884,"about_ca_system_score_codex":0.000055232067,"about_ca_system_score_gemma":0.00005021761,"threshold_uncertainty_score":0.30219263},"labels":[],"label_agreement":null},{"id":"W1982047733","doi":"10.1111/j.1542-4758.2007.00203.x","title":"Sleep apnea and dialysis therapies: Things that go bump in the night?","year":2007,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Sleep apnea; Population; Hypoxemia; Dialysis; Hemodialysis; Obstructive sleep apnea; Apnea; Peritoneal dialysis; Anesthesia; Internal medicine; Cardiology","score_opus":0.06329544287595462,"score_gpt":0.3684060868198486,"score_spread":0.305110643943894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982047733","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008819636,0.9848652,0.0007894972,0.0010559206,0.00047050344,0.0011878151,0.000055132576,0.000047126454,0.010646873],"genre_scores_gemma":[0.009755913,0.98685104,0.0006190601,0.0006531193,0.0007174372,0.00016276525,0.0005094759,0.00008834719,0.0006428754],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956259,0.0004292257,0.0008465258,0.00081032864,0.0017984725,0.00048955844],"domain_scores_gemma":[0.9971776,0.0013317192,0.0003792905,0.00074204116,0.00022291893,0.0001464408],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020261668,0.0005485227,0.0017417104,0.0015374931,0.00011706231,0.00020433743,0.0009098652,0.00042983342,0.00079323],"category_scores_gemma":[0.00042855312,0.00034436697,0.0009303075,0.0009976426,0.00030377787,0.00024379617,0.00026275305,0.0012240997,0.00018342382],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045140812,0.00017909372,0.0017518637,0.0009884159,0.002085158,0.00026438836,0.0013531051,5.406156e-7,0.000001645741,0.00046843098,0.00011587013,0.99274635],"study_design_scores_gemma":[0.0009724455,0.00005206755,0.00078826305,0.0008772644,0.001716813,0.00044205508,0.00045636366,0.0006084593,0.0000042832958,0.0001945746,0.9934912,0.00039623212],"about_ca_topic_score_codex":0.00008031312,"about_ca_topic_score_gemma":0.00003060924,"teacher_disagreement_score":0.9933753,"about_ca_system_score_codex":0.0004845634,"about_ca_system_score_gemma":0.00007319723,"threshold_uncertainty_score":0.9999008},"labels":[],"label_agreement":null},{"id":"W1982395438","doi":"10.5664/jcsm.2980","title":"Sleep Apnea and Cardiometabolic Risk in South Asians","year":2013,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; South asia; Population; Demography; Quarter (Canadian coin); Gerontology; Sleep apnea; Obstructive sleep apnea; Diaspora; Family medicine; Geography; Environmental health; History; Ethnology; Internal medicine; Sociology; Gender studies","score_opus":0.0533275355682298,"score_gpt":0.3821188127621471,"score_spread":0.3287912771939173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982395438","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22632958,0.010694229,0.0009085642,0.75001806,0.005350554,0.0016271544,0.000055797525,0.00004348152,0.004972573],"genre_scores_gemma":[0.5409827,0.004167965,0.0026063218,0.3472051,0.10320357,0.000043197862,0.000090023575,0.00041041107,0.0012906916],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98890424,0.001523106,0.004879053,0.00079012197,0.0028869791,0.0010165238],"domain_scores_gemma":[0.9906963,0.003107884,0.0029772406,0.00094304373,0.0012368496,0.0010386622],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.007243208,0.00071175274,0.0053950236,0.001894191,0.0000747232,0.000041617426,0.0006445252,0.0019689638,0.0009460075],"category_scores_gemma":[0.016027095,0.00046305163,0.0009371558,0.00092599366,0.0014970672,0.00020990883,0.00023137408,0.015986776,0.00011662529],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001053964,0.00030078227,0.304965,0.0006190291,0.0028133546,0.009885585,0.00079414743,0.000004789183,0.000032696556,0.000007733245,0.21862496,0.46089795],"study_design_scores_gemma":[0.024112437,0.0051297992,0.42299777,0.0009976719,0.003873397,0.002020904,0.00070915074,0.0008891101,0.000010106818,0.00040995763,0.5382083,0.0006413878],"about_ca_topic_score_codex":0.000122797,"about_ca_topic_score_gemma":0.0000068601366,"teacher_disagreement_score":0.46025658,"about_ca_system_score_codex":0.00017475647,"about_ca_system_score_gemma":0.00016743499,"threshold_uncertainty_score":0.9999673},"labels":[],"label_agreement":null},{"id":"W1982683973","doi":"10.1097/hjh.0b013e32832af679","title":"Association between refractory hypertension and obstructive sleep apnea","year":2009,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Mount Sinai Hospital; Toronto Rehabilitation Institute; University of Toronto; Toronto General Hospital; University Health Network","funders":"Faculty of Medicine Siriraj Hospital, Mahidol University; Toronto Rehabilitation Institute","keywords":"Medicine; Odds ratio; Obstructive sleep apnea; Confidence interval; Internal medicine; Sleep apnea; Sleep deprivation; Polysomnography; Sleep (system call); Blood pressure; Cardiology; Apnea; Circadian rhythm","score_opus":0.032267811860335414,"score_gpt":0.2794969315868708,"score_spread":0.24722911972653536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982683973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924597,0.00088400627,0.00016060134,0.0056203133,0.00029149072,0.00017978615,0.000002840931,0.000020509828,0.00038075066],"genre_scores_gemma":[0.99628353,0.0001591642,0.0021490154,0.0005652808,0.0007163012,4.1501508e-7,0.0000050845274,0.00002137206,0.000099828976],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99779636,0.00012946536,0.0005497326,0.00022234155,0.0009852359,0.00031687063],"domain_scores_gemma":[0.99730927,0.00030207523,0.00050246296,0.00020145485,0.0013691237,0.00031559903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063839124,0.00018343159,0.00066169817,0.000366709,0.00012026035,0.000030859086,0.000089846544,0.00022896964,0.000029053159],"category_scores_gemma":[0.0012875012,0.0001359846,0.00016419607,0.00024214615,0.000053193646,0.00035737487,0.000040911742,0.00074993353,0.000015418087],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010186664,0.00036875432,0.15072791,0.000038423506,0.0006043588,0.0011059955,0.00018127653,0.0000036516828,0.48478016,0.000030492309,0.0019246208,0.3592157],"study_design_scores_gemma":[0.0037141065,0.002027677,0.97909224,0.00010671526,0.0006160655,0.0019064767,0.00026006094,0.00048252317,0.008969561,0.00048928714,0.0021709139,0.00016438443],"about_ca_topic_score_codex":0.00000662693,"about_ca_topic_score_gemma":3.8844442e-7,"teacher_disagreement_score":0.8283643,"about_ca_system_score_codex":0.00034881243,"about_ca_system_score_gemma":0.00004124275,"threshold_uncertainty_score":0.55452913},"labels":[],"label_agreement":null},{"id":"W1982745174","doi":"10.1378/chest.120.2.377","title":"The Use of Health-Care Resources in Obesity-Hypoventilation Syndrome","year":2001,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":290,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Manitoba Health; St. Boniface Hospital","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Body mass index; Obesity hypoventilation syndrome; Obesity; Odds ratio; Cohort; Retrospective cohort study; Population; Pediatrics; Emergency medicine; Internal medicine; Physical therapy","score_opus":0.06347702063398339,"score_gpt":0.3257292159511276,"score_spread":0.26225219531714417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982745174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946937,0.002142458,0.00017522361,0.0025031962,0.00010037827,0.00018100804,0.0000011733131,0.0000063031107,0.00019656896],"genre_scores_gemma":[0.9987335,0.00033375423,0.0006096356,0.00005461624,0.00007801564,0.0000020869888,0.0000021900141,0.000011840359,0.00017432414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866045,0.00015871157,0.00038060523,0.000096563315,0.0004383317,0.00026535187],"domain_scores_gemma":[0.9991999,0.00014687216,0.00017779693,0.00017759104,0.0001810139,0.00011681925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006379824,0.000070204405,0.00019546038,0.00016917117,0.00018723516,0.00005186225,0.00010441317,0.000045208308,0.00006077693],"category_scores_gemma":[0.00032906182,0.000047872232,0.00007074497,0.00029676396,0.000104400824,0.00013759543,0.00003594999,0.00045905868,0.000010242961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002425152,0.00012944559,0.91976154,0.00011979811,0.00004828184,0.00030654538,0.0019592224,0.00004132273,0.00064338336,0.000044207332,0.00015826283,0.0765455],"study_design_scores_gemma":[0.00081123173,0.000217301,0.9707621,0.00012716847,0.000009007446,0.0014732631,0.001250477,0.00012107022,0.00018107556,0.00006336235,0.024944322,0.000039652015],"about_ca_topic_score_codex":0.000035969104,"about_ca_topic_score_gemma":0.000038779857,"teacher_disagreement_score":0.07650585,"about_ca_system_score_codex":0.00025943154,"about_ca_system_score_gemma":0.00007072787,"threshold_uncertainty_score":0.1994407},"labels":[],"label_agreement":null},{"id":"W1982871183","doi":"10.1016/j.soard.2008.02.003","title":"Use of critical care resources after laparoscopic gastric bypass: effect on respiratory complications","year":2008,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Body mass index; Intensive care unit; Incidence (geometry); Hypoxemia; Obstructive sleep apnea; Mechanical ventilation; Continuous positive airway pressure; Surgery; Anesthesia; Internal medicine","score_opus":0.036122028397532244,"score_gpt":0.3017551779259778,"score_spread":0.2656331495284455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982871183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949634,0.003769734,0.000007717661,0.00014682222,0.00008935595,0.00055459247,0.00031816037,0.000052082436,0.0000981506],"genre_scores_gemma":[0.9995563,0.000040773324,0.000030499916,0.000093760944,0.000037340094,0.00010284464,0.00007066656,0.000019786437,0.000048045247],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998765,0.00015828444,0.00025206647,0.00029898432,0.00027104397,0.00025465793],"domain_scores_gemma":[0.9967311,0.002435469,0.000048350845,0.00028981984,0.00022112463,0.00027414894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000089352885,0.00014183216,0.00037422997,0.00026860728,0.00022774884,0.0000123572345,0.00004057428,0.00011769131,0.000047826397],"category_scores_gemma":[0.0014755996,0.00011501895,0.00020974866,0.000252146,0.00062108994,0.00009308715,0.000035370642,0.00016408315,0.000011191372],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012669392,0.0005101344,0.9948373,0.0009762773,0.00009356332,0.0000976522,0.00015013067,0.0000037041214,0.0003567237,0.000083246436,0.00039281588,0.0012315396],"study_design_scores_gemma":[0.00073777064,0.00058309763,0.9956108,0.00019930299,0.00027148583,0.000025103816,0.00006269056,0.00002994793,0.0016210276,0.000040641247,0.0007072534,0.00011093244],"about_ca_topic_score_codex":0.00001231708,"about_ca_topic_score_gemma":9.5127626e-7,"teacher_disagreement_score":0.004592899,"about_ca_system_score_codex":0.00004429989,"about_ca_system_score_gemma":0.000057148212,"threshold_uncertainty_score":0.46903366},"labels":[],"label_agreement":null},{"id":"W1983532794","doi":"10.1016/j.otohns.2008.12.005","title":"Post‐tonsillectomy bleeding: How much is too much?","year":2009,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Tonsillectomy; General surgery; Medicine; Surgery","score_opus":0.017625389401041996,"score_gpt":0.29340435865706355,"score_spread":0.2757789692560215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983532794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9074938,0.00038624523,0.000137018,0.057376485,0.00023565066,0.00062152656,0.000013245345,0.0001604924,0.033575512],"genre_scores_gemma":[0.9852552,0.00002319006,0.0017688157,0.0068594404,0.00032360753,0.000023471985,0.000033686996,0.00003725597,0.0056753256],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9978025,0.00010170886,0.00023482044,0.0005906804,0.0004473382,0.0008229485],"domain_scores_gemma":[0.99842143,0.00011949872,0.000075470794,0.00060325756,0.00043059993,0.00034974492],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022938219,0.0002666578,0.000521606,0.00042636498,0.00014972128,0.00004145203,0.00026324097,0.00031794226,0.0012440863],"category_scores_gemma":[0.000491111,0.00024019303,0.00017449206,0.0004943415,0.00023134716,0.00016703918,0.00010050217,0.00065814465,0.00046155506],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095121213,0.0007573927,0.12344745,0.000119801254,0.00046639272,0.0018709444,0.0015038165,1.6213183e-7,0.78348386,0.0107461605,0.046690643,0.029962143],"study_design_scores_gemma":[0.00852648,0.0057088714,0.67533815,0.000057303005,0.00028590678,0.0043194853,0.0011667837,0.000958599,0.22208467,0.003061643,0.07761074,0.00088139385],"about_ca_topic_score_codex":0.00003744298,"about_ca_topic_score_gemma":0.0000051765137,"teacher_disagreement_score":0.5613992,"about_ca_system_score_codex":0.00015503232,"about_ca_system_score_gemma":0.00009867839,"threshold_uncertainty_score":0.9996689},"labels":[],"label_agreement":null},{"id":"W1984016897","doi":"10.1177/000348940611501111","title":"Partial Neurolysis of the Hypoglossal Nerve for Selective Lingual Atrophy in a Porcine Model","year":2006,"lang":"en","type":"article","venue":"Annals of Otology Rhinology & Laryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Hypoglossal nerve; Neurolysis; Tongue; Medicine; Denervation; Lingual nerve; Anatomy; Atrophy; Airway; Surgery; Pathology","score_opus":0.0412833013576586,"score_gpt":0.3358521911955515,"score_spread":0.29456888983789287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984016897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872473,0.00050832547,0.00035904572,0.009694982,0.00018209044,0.00097048236,0.00005777252,0.000025896534,0.000954092],"genre_scores_gemma":[0.9981364,0.000018198934,0.0006620492,0.0007300763,0.00013190391,0.00012603476,0.000026980468,0.000031362968,0.00013699086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970795,0.0004449457,0.00085366244,0.00057939294,0.0002043578,0.00083815196],"domain_scores_gemma":[0.99773616,0.0005366143,0.00040914415,0.0005805111,0.0006681009,0.00006949111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004192733,0.00026320643,0.001151467,0.0005152433,0.00007178476,0.0000018924512,0.00040147992,0.0006104624,0.00003499462],"category_scores_gemma":[0.0008009024,0.00020871033,0.00038960832,0.0005626793,0.0016139154,0.000057815185,0.00021946644,0.000648793,0.000004379245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00626861,0.0014051386,0.82521415,0.0001565268,0.00068493397,0.00021444722,0.00035233868,0.0023940408,0.13260615,0.028082266,0.0012215311,0.0013998771],"study_design_scores_gemma":[0.0064177844,0.0036585028,0.6473746,0.000020835454,0.00030238283,0.0007186195,0.00005787765,0.01892548,0.30555856,0.016443186,0.00026584655,0.00025635242],"about_ca_topic_score_codex":0.000476753,"about_ca_topic_score_gemma":0.00033823494,"teacher_disagreement_score":0.17783958,"about_ca_system_score_codex":0.000027902413,"about_ca_system_score_gemma":0.00022359245,"threshold_uncertainty_score":0.85109603},"labels":[],"label_agreement":null},{"id":"W1984044988","doi":"10.1016/j.jpeds.2013.08.056","title":"Adenotonsillectomy in childhood obstructive sleep apnea syndrome improves polysomnographic measures of breathing and sleep, but not attention and executive function","year":2013,"lang":"en","type":"letter","venue":"The Journal of Pediatrics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Watchful waiting; Adenoidectomy; Tonsillectomy; Quality of life (healthcare); Pediatrics; Randomized controlled trial; Sleep apnea; Physical therapy; Polysomnography; Population; Apnea; Anesthesia; Internal medicine","score_opus":0.013876707798001077,"score_gpt":0.23439771227910927,"score_spread":0.2205210044811082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984044988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722656,0.009452188,0.000347485,0.01628293,0.0005112153,0.0010060521,0.00004120166,0.000012174714,0.00008113774],"genre_scores_gemma":[0.9928365,0.0016949412,0.0003486572,0.0032052218,0.0017208671,0.000012539814,0.000014269094,0.000083910534,0.000083101935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99599713,0.00055189006,0.0010688414,0.00036212656,0.0014997555,0.000520245],"domain_scores_gemma":[0.99625635,0.00082030136,0.0014149644,0.00036191512,0.0009718206,0.00017464833],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012935537,0.00046215815,0.0010933059,0.002050599,0.00015282306,0.0000635494,0.00028255463,0.000699181,0.00001624379],"category_scores_gemma":[0.00061866886,0.00032371387,0.00025301028,0.0008645213,0.00046957016,0.0004134642,0.00018658815,0.0040652333,0.0000028380693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012363404,0.0022801107,0.54975015,0.0183313,0.011020996,0.008201611,0.028642464,0.00007392644,0.11324182,0.0001344862,0.03580808,0.22015168],"study_design_scores_gemma":[0.005015502,0.0023546284,0.9739609,0.0002688447,0.0047960267,0.009529416,0.0020941405,0.0000987423,0.0005136112,0.0006751153,0.00018136845,0.000511749],"about_ca_topic_score_codex":0.00025444833,"about_ca_topic_score_gemma":0.0000071316854,"teacher_disagreement_score":0.42421073,"about_ca_system_score_codex":0.00018497881,"about_ca_system_score_gemma":0.000112467715,"threshold_uncertainty_score":0.9999215},"labels":[],"label_agreement":null},{"id":"W1984055561","doi":"10.1136/thorax.55.4.302","title":"Automated analysis of digital oximetry in the diagnosis of obstructive sleep apnoea","year":2000,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":256,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Polysomnography; Gold standard (test); Respiratory disturbance index; Diagnostic accuracy; Population; Cardiology; Internal medicine; Apnea","score_opus":0.02200682452109447,"score_gpt":0.32751479626992425,"score_spread":0.30550797174882977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984055561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895138,0.00016042589,0.000021201742,0.00017620229,0.000017835035,0.00032186767,0.0001039796,0.000042990345,0.0096416855],"genre_scores_gemma":[0.99956864,0.000015907232,0.0002318018,0.00002384204,0.000020028177,0.000026088397,0.000050016508,0.000013713059,0.000049988776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841505,0.00012360384,0.00038872613,0.00022565776,0.0006038108,0.00024314702],"domain_scores_gemma":[0.9987965,0.00040844048,0.000094465475,0.0004920579,0.00014528968,0.000063253094],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003039399,0.00012700337,0.00052026694,0.0006325683,0.000022697062,0.000013496892,0.00023832158,0.00008164351,0.0012165772],"category_scores_gemma":[0.00025993388,0.00008853378,0.0002142987,0.0035886837,0.00027306605,0.00012013339,0.000038823397,0.00020136617,0.00002647492],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003341765,0.0005087964,0.8778665,0.000059183843,0.0016247461,0.000044470362,0.0014196998,0.00020736163,0.0012351653,0.00017476211,0.000034787347,0.116490334],"study_design_scores_gemma":[0.0006816399,0.00017015151,0.97619385,0.000019437017,0.0008468549,0.000007211819,0.0010185607,0.012169837,0.008611223,0.00013392184,0.00005993291,0.00008736518],"about_ca_topic_score_codex":0.0001397138,"about_ca_topic_score_gemma":0.000016309386,"teacher_disagreement_score":0.11640297,"about_ca_system_score_codex":0.00006552814,"about_ca_system_score_gemma":0.000015727881,"threshold_uncertainty_score":0.99969643},"labels":[],"label_agreement":null},{"id":"W1984116407","doi":"10.1016/j.smrv.2010.10.002","title":"Nasal continuous positive airway pressure (nCPAP) treatment for obstructive sleep apnea, road traffic accidents and driving simulator performance: A meta-analysis","year":2010,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"National and Kapodistrian University of Athens","keywords":"Medicine; Driving simulator; Random effects model; Meta-analysis; Odds ratio; Obstructive sleep apnea; Poison control; Continuous positive airway pressure; Rate ratio; Confidence interval; Emergency medicine; Simulation; Anesthesia; Internal medicine; Engineering","score_opus":0.07762581771045358,"score_gpt":0.3888015675915473,"score_spread":0.31117574988109376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984116407","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008142609,0.9778782,0.00034046217,0.00023467361,0.00064578524,0.01934394,0.0003003819,0.00012048287,0.00032182687],"genre_scores_gemma":[0.0022321898,0.9869355,0.0011367267,0.000109110675,0.0015355544,0.004773126,0.001230415,0.00032090984,0.0017264864],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98939836,0.001216883,0.0035529626,0.002679002,0.0015816544,0.0015711249],"domain_scores_gemma":[0.991591,0.0015023303,0.002389753,0.0023214337,0.00094275805,0.0012527577],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0025946312,0.0024902928,0.021383889,0.0017759544,0.0004754754,0.00010620888,0.0007997617,0.0011792716,0.0010966948],"category_scores_gemma":[0.0018556331,0.0014719757,0.007276852,0.002124076,0.00082377397,0.00035027805,0.00030332743,0.0019497921,0.00010036483],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110447414,0.00024623633,0.00014304966,0.010808032,0.15270604,0.000045495788,0.0004327267,0.000010024291,0.0000046390087,0.000009844302,0.00006740684,0.8354161],"study_design_scores_gemma":[0.0023236799,0.0015038883,0.00017633132,0.0018911404,0.49003512,0.00017489135,0.00007285793,0.0015764922,0.0000059973318,0.0000019279817,0.5015355,0.00070221256],"about_ca_topic_score_codex":0.00006165204,"about_ca_topic_score_gemma":0.0000824494,"teacher_disagreement_score":0.8347139,"about_ca_system_score_codex":0.0006096239,"about_ca_system_score_gemma":0.00020768952,"threshold_uncertainty_score":0.9998164},"labels":[],"label_agreement":null},{"id":"W1984346847","doi":"10.1007/s00408-008-9115-5","title":"The Impact of CPAP on Cardiovascular Biomarkers in Minimally Symptomatic Patients with Obstructive Sleep Apnea: A Pilot Feasibility Randomized Crossover Trial","year":2008,"lang":"en","type":"article","venue":"Lung","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stornoway Diamond (Canada); University of British Columbia","funders":"","keywords":"Medicine; Crossover study; Obstructive sleep apnea; Continuous positive airway pressure; Blood pressure; Anesthesia; Randomized controlled trial; Internal medicine; Creatinine; Sleep apnea; Morning","score_opus":0.018655636406905655,"score_gpt":0.29613307462916405,"score_spread":0.2774774382222584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984346847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99195904,0.0003141987,0.000049458962,0.000025114701,0.00014039321,0.00629298,0.000023720713,0.000025868136,0.0011692012],"genre_scores_gemma":[0.99948764,0.000008895971,0.00018424366,0.0000068972013,0.00005532513,0.00018817022,0.000014232036,0.00003883856,0.000015763846],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99636537,0.0007592976,0.00064088544,0.0004771009,0.0012422762,0.0005150584],"domain_scores_gemma":[0.9970795,0.0012441884,0.00022086212,0.00089331105,0.00039570406,0.00016647011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012213892,0.000302892,0.0012476678,0.00020656631,0.0001648194,0.000022497277,0.00021304925,0.00009032697,0.000035939607],"category_scores_gemma":[0.0020841898,0.00016351443,0.0008210972,0.00057232473,0.00105661,0.00012308873,0.00007289237,0.00033361517,0.0000068360932],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7759764,0.0006900775,0.21668762,0.000060686765,0.004881914,0.000039225943,0.00046235786,0.00008639505,0.000119507225,0.000016356149,0.000010363345,0.0009690987],"study_design_scores_gemma":[0.5087415,0.0017816521,0.48757043,0.00004715985,0.00021278556,0.000009430767,0.00005308745,0.0012336909,0.00020345814,0.000032439824,7.861098e-7,0.000113568945],"about_ca_topic_score_codex":0.00043654785,"about_ca_topic_score_gemma":0.00001396931,"teacher_disagreement_score":0.27088284,"about_ca_system_score_codex":0.0007651261,"about_ca_system_score_gemma":0.00015783016,"threshold_uncertainty_score":0.66679245},"labels":[],"label_agreement":null},{"id":"W1984405273","doi":"10.1111/j.1365-2869.2008.00701.x","title":"Time course of continuous positive airway pressure effects on central sleep apnoea in patients with chronic heart failure","year":2009,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Continuous positive airway pressure; Medicine; Polysomnography; Anesthesia; Heart failure; Positive pressure; Cardiology; Apnea; Obstructive sleep apnea","score_opus":0.0067708511830632855,"score_gpt":0.29377126179434876,"score_spread":0.28700041061128545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984405273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934773,0.0007134618,0.000018980965,0.0035894555,0.0000802433,0.0015640268,0.000025815008,0.000010100347,0.00052060594],"genre_scores_gemma":[0.99903643,0.000011729148,0.00030918545,0.00007016855,0.0003709956,0.0000068974946,0.00001218051,0.00004301709,0.00013940185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939987,0.00074718177,0.0006518028,0.00036479614,0.0030781121,0.0011593719],"domain_scores_gemma":[0.9956356,0.00066510716,0.00027742577,0.00044705093,0.0024079685,0.0005668171],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0016535555,0.00028186815,0.0009406635,0.0009858158,0.00009917284,0.000041509604,0.00039818912,0.0002169556,0.0002059711],"category_scores_gemma":[0.000565784,0.00019874037,0.00020026305,0.0010006446,0.00041631275,0.00029430364,0.00007795147,0.0023675377,0.000043443124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.035587445,0.010073698,0.7564403,0.0008288499,0.0021911717,0.0015093503,0.001758934,0.0009916761,0.06669073,0.00016314574,0.0056769312,0.11808779],"study_design_scores_gemma":[0.013654048,0.030035933,0.9072798,0.0011175913,0.00011538683,0.00007148211,0.00013776698,0.0005769648,0.046365574,0.00003442664,0.00042896016,0.00018205997],"about_ca_topic_score_codex":0.000020046387,"about_ca_topic_score_gemma":0.000010088727,"teacher_disagreement_score":0.15083952,"about_ca_system_score_codex":0.00064863614,"about_ca_system_score_gemma":0.00034066004,"threshold_uncertainty_score":0.999934},"labels":[],"label_agreement":null},{"id":"W1984432083","doi":"10.1007/s11325-010-0345-4","title":"The correlation between craniofacial morphology and sleep-disordered breathing in children in an undergraduate orthodontic clinic","year":2010,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Mitacs","keywords":"Craniofacial; Sleep disordered breathing; Neurology; Otorhinolaryngology; Medicine; Craniofacial abnormality; Breathing; Cephalometry; Morphology (biology); Polysomnography; Orthodontics; Obstructive sleep apnea; Anatomy; Psychiatry; Internal medicine; Electroencephalography; Biology","score_opus":0.01710536532969886,"score_gpt":0.30511469987164164,"score_spread":0.2880093345419428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984432083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966414,0.0002053089,0.00040246572,0.001607002,0.00017870453,0.0006383539,0.0000068049985,0.000039089315,0.0002809015],"genre_scores_gemma":[0.9988324,0.00006910884,0.0007204653,0.000076195305,0.00016954298,0.000017477287,0.000043748332,0.000032016047,0.000039028953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980613,0.00025856722,0.0004483608,0.000489875,0.00026395606,0.00047792096],"domain_scores_gemma":[0.9989523,0.0004150658,0.000100961646,0.00029782555,0.000059612266,0.00017422963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013098082,0.00020688765,0.00037107058,0.000266429,0.00029977842,0.00010120627,0.000111825706,0.00025585367,0.000019179619],"category_scores_gemma":[0.00036225741,0.00016281004,0.000045955498,0.00028889062,0.0002920405,0.00030596924,0.00013039785,0.0012691183,0.000008201763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009616191,0.00005632953,0.8782872,0.000013810861,0.000048598635,0.00004978372,0.0008641974,0.0000035007,0.0010323573,0.00021228794,9.722694e-7,0.11933481],"study_design_scores_gemma":[0.0031362162,0.00017388283,0.9888383,0.000031171505,0.000079142126,0.00032501563,0.0003044116,0.0051039504,0.00003879244,0.0017917696,0.000013965775,0.00016339097],"about_ca_topic_score_codex":0.00091109413,"about_ca_topic_score_gemma":0.0011889801,"teacher_disagreement_score":0.11917142,"about_ca_system_score_codex":0.000047874506,"about_ca_system_score_gemma":0.000025749334,"threshold_uncertainty_score":0.6639201},"labels":[],"label_agreement":null},{"id":"W1985188708","doi":"10.1097/01.jom.0000240662.14935.c4","title":"Truckers with OSA, Should They Be Driving?","year":2006,"lang":"en","type":"editorial","venue":"Journal of Occupational and Environmental Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sleep medicine; Occupational safety and health; Obstructive sleep apnea; Motor carrier; Medical emergency; Sleep disorder; Engineering; Psychiatry; Pathology; Cognition; Internal medicine","score_opus":0.02117065169937605,"score_gpt":0.31114005007361023,"score_spread":0.2899693983742342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985188708","genre_codex":"empirical","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63037556,0.0035937554,0.0004404208,0.0057224985,0.3553836,0.0010944317,0.00060791103,0.0000301213,0.0027516796],"genre_scores_gemma":[0.3780205,0.0006755956,0.0010170833,0.00022751385,0.617441,0.000009899333,0.0011454503,0.00009316189,0.0013697951],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953679,0.00006642489,0.000710053,0.00030438937,0.003262017,0.00028923884],"domain_scores_gemma":[0.99812126,0.0005688825,0.0006229536,0.0002016158,0.00012071929,0.00036453994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005057467,0.00037045573,0.0008408111,0.00037671052,0.00010022885,0.00001566897,0.00016111984,0.00037341716,0.00050313835],"category_scores_gemma":[0.00033501204,0.00022543945,0.00012203717,0.00008632515,0.00067634694,0.000149295,0.000068624635,0.0013932113,0.000004650748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004122687,0.0003765665,0.12153941,0.00016237788,0.0006744409,0.00066717487,0.0002325895,0.000019618035,0.0021540436,0.000013736204,0.86636305,0.003674309],"study_design_scores_gemma":[0.011616946,0.0067110355,0.35993367,0.0010509662,0.0012503746,0.0011746999,0.00069766666,0.00006272855,0.00017658176,0.00010342331,0.61678827,0.00043362373],"about_ca_topic_score_codex":0.00007085495,"about_ca_topic_score_gemma":0.000023338198,"teacher_disagreement_score":0.26205742,"about_ca_system_score_codex":0.00043529266,"about_ca_system_score_gemma":0.00015356898,"threshold_uncertainty_score":0.9193154},"labels":[],"label_agreement":null},{"id":"W1985360781","doi":"10.1007/s00408-006-0117-x","title":"Impact of Continuous Positive Airway Pressure Therapy on Blood Pressure in Patients with Obstructive Sleep Apnea Hypopnea: A Meta-analysis of Randomized Controlled Trials","year":2007,"lang":"en","type":"review","venue":"Lung","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":283,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health; University of Calgary; Vancouver General Hospital; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; British Columbia Lung Association; University of British Columbia; Heart and Stroke Foundation of Canada","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Hypopnea; Randomized controlled trial; Blood pressure; Meta-analysis; Positive airway pressure; Internal medicine; Cardiology; Diastole; Apnea–hypopnea index; Apnea; Polysomnography","score_opus":0.04904438353437904,"score_gpt":0.37969389196571707,"score_spread":0.330649508431338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985360781","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049026455,0.9630385,0.00007670597,0.000007865746,0.000079087884,0.028794795,0.0023068846,0.000025089523,0.00076840445],"genre_scores_gemma":[0.27711317,0.71558124,0.0005520947,0.000029162147,0.00022013091,0.0038164628,0.0015628898,0.00041157176,0.00071328937],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98214763,0.008450694,0.005078281,0.0011761554,0.0023724772,0.00077477196],"domain_scores_gemma":[0.97410953,0.01580763,0.006354917,0.0013477235,0.0021057618,0.0002744428],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow","metaepi_broad"],"category_scores_codex":[0.008671467,0.0014060807,0.06451471,0.0035419967,0.000050478273,0.000036924986,0.0005090976,0.00081803347,0.0008762885],"category_scores_gemma":[0.0060951305,0.0006715984,0.02349371,0.0026979405,0.0005387283,0.00012413396,0.000094536874,0.0012508135,0.000002087194],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.24461491,0.0015841526,0.0012098525,0.0020042602,0.7134586,0.000029771318,0.00030364984,0.000090136,0.000003677992,0.000039157625,0.0000032859016,0.036658555],"study_design_scores_gemma":[0.2983461,0.0017754852,0.0021111977,0.0007258222,0.69633603,0.0000030675953,0.000013864405,0.00013863266,0.000032896416,0.0000037393672,0.00015417229,0.00035900503],"about_ca_topic_score_codex":0.00034908022,"about_ca_topic_score_gemma":0.000011305454,"teacher_disagreement_score":0.2722105,"about_ca_system_score_codex":0.00014195699,"about_ca_system_score_gemma":0.00026816712,"threshold_uncertainty_score":0.9998689},"labels":[],"label_agreement":null},{"id":"W1985472205","doi":"10.2310/7070.2003.37144","title":"Oral Appliance Therapy for Snoring and Sleep Apnea: Preliminary Report on 86 Patients Fitted with an Anterior Mandibular Positioning Device, The Silencer","year":2003,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Markham Stouffville Hospital","funders":"","keywords":"Medicine; Oral appliance; Obstructive sleep apnea; Continuous positive airway pressure; Polysomnogram; Sleep apnea; Sleep study; Otorhinolaryngology; Oral and maxillofacial surgery; Dentistry; Apnea; Surgery; Anesthesia; Polysomnography","score_opus":0.019266724693228307,"score_gpt":0.3026782904515351,"score_spread":0.2834115657583068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985472205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955447,0.0007141361,0.0019440639,0.0006515334,0.00011117947,0.00089946727,0.000002184235,0.000007617121,0.000125148],"genre_scores_gemma":[0.99763083,0.00006474358,0.0016618342,0.00045745922,0.00009966614,0.000031249045,0.000003852325,0.000027405042,0.000022974458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985621,0.00029109343,0.00035928568,0.0001710938,0.00032984413,0.0002865727],"domain_scores_gemma":[0.9985987,0.00026617854,0.00036135752,0.00028560066,0.0003856533,0.00010252478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010578531,0.0001531141,0.0003155782,0.00009996419,0.0002762533,0.000022031923,0.00017462381,0.000070376285,0.000024786863],"category_scores_gemma":[0.00015481531,0.00007554135,0.00005492433,0.00014339041,0.00023378739,0.00015461181,0.000026085812,0.00042306364,0.0000017215584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03791241,0.0011147865,0.90432566,0.0001658312,0.0012673418,0.0012211328,0.0022765188,0.00016701028,0.020174645,0.00031961346,0.000057390025,0.030997634],"study_design_scores_gemma":[0.006365551,0.016500667,0.95470005,0.00015526876,0.00025449856,0.009772443,0.0004052076,0.0009680262,0.010008345,0.00025593032,0.0004603444,0.0001536424],"about_ca_topic_score_codex":0.000009028769,"about_ca_topic_score_gemma":0.000002677814,"teacher_disagreement_score":0.05037439,"about_ca_system_score_codex":0.000052598232,"about_ca_system_score_gemma":0.000038473263,"threshold_uncertainty_score":0.30804867},"labels":[],"label_agreement":null},{"id":"W1985900984","doi":"10.1053/prrv.2002.0176","title":"Diagnostic techniques for obstructive sleep apnoea: is polysomnography necessary?","year":2002,"lang":"en","type":"review","venue":"Paediatric Respiratory Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Polysomnography; Medicine; Sleep (system call); Intensive care medicine; Physical therapy; Pediatrics; Anesthesia; Apnea","score_opus":0.09329805399635137,"score_gpt":0.37777256363747963,"score_spread":0.28447450964112825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985900984","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000024631286,0.9748728,0.0004528756,0.000062378094,0.00068390905,0.020486116,0.00048715464,0.00030037027,0.0026518856],"genre_scores_gemma":[0.0000015105352,0.9791653,0.0038492302,0.0007610351,0.004053652,0.011284604,0.00017761246,0.00042223983,0.00028478113],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9902995,0.0012952045,0.0034348953,0.0022174758,0.0012118178,0.0015411089],"domain_scores_gemma":[0.990521,0.0032816855,0.0020937098,0.0025560486,0.0006510267,0.0008965043],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0021739071,0.0018321876,0.007827753,0.00249394,0.00034740844,0.00013634306,0.001194255,0.0013395123,0.00074711564],"category_scores_gemma":[0.0058972053,0.001387579,0.00526365,0.0043213475,0.0004287165,0.00031231684,0.00038492994,0.002002082,0.0011191516],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019640798,0.0001937851,0.00041108983,0.064503394,0.00051936985,0.0000654908,0.000039143564,6.297492e-9,9.463352e-7,0.000058780308,0.018727686,0.91546065],"study_design_scores_gemma":[0.0007185069,0.0006708204,0.000039923754,0.0072604995,0.0068710563,0.00009978275,0.000012682846,0.0000031173968,0.00001218897,0.0000698463,0.98310417,0.0011374346],"about_ca_topic_score_codex":0.000006282166,"about_ca_topic_score_gemma":0.0000012384892,"teacher_disagreement_score":0.96437645,"about_ca_system_score_codex":0.0007199495,"about_ca_system_score_gemma":0.00029443152,"threshold_uncertainty_score":0.99995697},"labels":[],"label_agreement":null},{"id":"W1985924919","doi":"10.5665/sleep.2938","title":"Long-Term Effectiveness of Oral Appliance versus CPAP Therapy and the Emerging Importance of Understanding Patient Preferences","year":2013,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Oral appliance; Continuous positive airway pressure; Medicine; Term (time); Intensive care medicine; Obstructive sleep apnea; Anesthesia","score_opus":0.0713560010846134,"score_gpt":0.3187599063887254,"score_spread":0.24740390530411202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985924919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801232,0.0039675874,0.000538397,0.01032409,0.00060849934,0.0030402776,0.000032878044,0.000024866758,0.0013401894],"genre_scores_gemma":[0.99746644,0.00032560926,0.00009664166,0.0016160045,0.000192117,0.00017165719,0.00005923407,0.000049685157,0.000022598866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99760073,0.00036280445,0.0004184086,0.00044007783,0.00079860236,0.0003793943],"domain_scores_gemma":[0.9980507,0.0007336145,0.00042354525,0.00053003785,0.00020780321,0.00005429687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046311654,0.00030588152,0.00081278855,0.00015012844,0.000072832714,0.000021528687,0.00024892183,0.00027502302,0.00016048524],"category_scores_gemma":[0.000089881,0.00019183639,0.0001574035,0.00023288962,0.0009415775,0.00008255876,0.00012393115,0.00089541916,0.0000037639575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.030336007,0.0004888139,0.76223487,0.016388511,0.0072738943,0.00036427277,0.0034973312,0.000019155039,0.0057794806,0.0037275804,0.006069051,0.16382106],"study_design_scores_gemma":[0.12387392,0.010000633,0.7833599,0.008401124,0.0026094536,0.00012258372,0.0038412968,0.0014105887,0.045224383,0.012865356,0.0050823963,0.0032083653],"about_ca_topic_score_codex":0.00009325359,"about_ca_topic_score_gemma":0.000010637241,"teacher_disagreement_score":0.16061269,"about_ca_system_score_codex":0.00019489587,"about_ca_system_score_gemma":0.000039137125,"threshold_uncertainty_score":0.78228605},"labels":[],"label_agreement":null},{"id":"W1985954092","doi":"10.1097/00004872-200018090-00012","title":"Continuous positive airway pressure improves nocturnal baroreflex sensitivity of patients with heart failure and obstructive sleep apnea","year":2000,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Continuous positive airway pressure; Baroreflex; Obstructive sleep apnea; Heart rate; Polysomnography; Anesthesia; Heart failure; Blood pressure; Cardiology; Baroreceptor; Non-rapid eye movement sleep; Sleep and breathing; Positive airway pressure; Sleep apnea; Internal medicine; Apnea; Ophthalmology","score_opus":0.0071365683406934555,"score_gpt":0.22820351976511363,"score_spread":0.22106695142442018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985954092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980431,0.00030462648,0.000087501765,0.000905181,0.00008524988,0.0004111937,0.000039636983,0.000008815948,0.000114676426],"genre_scores_gemma":[0.99586964,0.000012304796,0.0037062939,0.0001717893,0.00015045331,9.936723e-7,0.000007692429,0.00003290731,0.000047918023],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99782866,0.00023146426,0.00047436813,0.0002599027,0.0008947593,0.00031083194],"domain_scores_gemma":[0.9970201,0.00021586564,0.00033549636,0.00021169154,0.0019186146,0.00029821438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036564653,0.00024167268,0.0008221508,0.00021431812,0.00010045596,0.000023534698,0.00006659172,0.0001452072,0.00009367521],"category_scores_gemma":[0.00019000839,0.0001549648,0.0001489408,0.00019346451,0.00033262995,0.0003555293,0.00004691997,0.000658862,0.0000031848722],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014892387,0.0010032536,0.31514224,0.00018321176,0.001305791,0.00075764715,0.0006371022,0.00006338511,0.5742054,0.0000119714805,0.00040726093,0.09139031],"study_design_scores_gemma":[0.006176527,0.0034262673,0.93643206,0.00020770855,0.00055260776,0.0019410565,0.00038824292,0.00080130016,0.0494,0.000024826068,0.00046906382,0.00018034517],"about_ca_topic_score_codex":0.0000338499,"about_ca_topic_score_gemma":0.000004964573,"teacher_disagreement_score":0.6212898,"about_ca_system_score_codex":0.000050151124,"about_ca_system_score_gemma":0.00005243783,"threshold_uncertainty_score":0.6319281},"labels":[],"label_agreement":null},{"id":"W1986215029","doi":"10.1111/joor.12102","title":"The effect of surgically assisted rapid maxillary expansion on sleep architecture: an exploratory risk study in healthy young adults","year":2013,"lang":"en","type":"article","venue":"Journal of Oral Rehabilitation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Hôpital du Sacré-Cœur de Montréal; Montreal Clinical Research Institute; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Polysomnography; Sleep (system call); Sleep architecture; Breathing; Young adult; Slow-wave sleep; Obstructive sleep apnea; Dentistry; Anesthesia; Apnea; Internal medicine; Electroencephalography","score_opus":0.012407886578159564,"score_gpt":0.3114765532478185,"score_spread":0.2990686666696589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986215029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99613357,0.0002449001,0.000045435816,0.0014758615,0.00024012808,0.0018213666,0.0000018720089,0.00000949687,0.000027346141],"genre_scores_gemma":[0.9986488,0.000034537134,0.0011541051,0.000017008164,0.000066292356,0.000050920473,0.0000027533704,0.000023598357,0.0000019335175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944934,0.0029487384,0.00093721604,0.00022350978,0.0011344147,0.00026271926],"domain_scores_gemma":[0.9955866,0.0025234248,0.0005678444,0.0003730748,0.00073246367,0.00021662506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045263474,0.00017215798,0.0005097783,0.00045156412,0.0001023785,0.000027487229,0.00016717092,0.00007724341,0.000032005515],"category_scores_gemma":[0.0043856693,0.00009719909,0.00017850257,0.00047494637,0.00015941549,0.0003043939,0.000032956395,0.00077015767,0.000007622817],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02120528,0.0009379487,0.49749622,0.0001258875,0.00008165665,0.000047681824,0.00319846,0.00015906458,0.004225974,0.0000038359226,0.000028320552,0.47248966],"study_design_scores_gemma":[0.007462505,0.07623692,0.9104477,0.0001375915,0.00004545588,0.0000513037,0.004378334,0.0005374585,0.0005125712,0.000091810856,0.000024881612,0.0000734695],"about_ca_topic_score_codex":0.00014109186,"about_ca_topic_score_gemma":0.00015231471,"teacher_disagreement_score":0.4724162,"about_ca_system_score_codex":0.00029329472,"about_ca_system_score_gemma":0.00006905189,"threshold_uncertainty_score":0.5250373},"labels":[],"label_agreement":null},{"id":"W1986263258","doi":"10.1503/cmaj.1041413","title":"Use of polysomnography with synchronized digital video recording to diagnose pediatric sleep breathing disorders","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"St. Boniface Hospital","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Polysomnography; Morning; Medicine; Videotape Recording; Apnea; Breathing; Body mass index; Nocturnal; Sleep (system call); Pediatrics; Anesthesia; Multimedia; Internal medicine; Computer science","score_opus":0.008270720997791685,"score_gpt":0.2453686140519474,"score_spread":0.2370978930541557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986263258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9677986,0.00016899339,0.0009902574,0.029759884,0.00023966121,0.0003281964,0.000045820485,0.000025104237,0.0006434641],"genre_scores_gemma":[0.9949351,0.00011535403,0.0015657804,0.001762238,0.0014717886,0.000010526122,0.000010444497,0.00003681984,0.00009192425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963058,0.000114317685,0.0005314407,0.00024089073,0.0020795832,0.0007279256],"domain_scores_gemma":[0.9955561,0.000563464,0.00024229407,0.00016577018,0.000586354,0.0028859877],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088127074,0.0001741228,0.00037455783,0.0009751011,0.00020836195,0.00017370837,0.00018860285,0.00024413783,0.0012408401],"category_scores_gemma":[0.0055356985,0.00014870946,0.0001708531,0.0010872488,0.000060363294,0.0005905954,0.000030817228,0.0010351123,0.000055097007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065288164,0.00006932035,0.78923553,0.0000151865415,0.00020428233,0.00019396738,0.00027910387,0.000028578068,0.000014342778,0.000017300266,0.0038150672,0.20606205],"study_design_scores_gemma":[0.010773657,0.0016009511,0.82976615,0.00048600967,0.00055738864,0.0017709024,0.0014256993,0.0033229184,0.00017072404,0.000099712204,0.14905079,0.0009751085],"about_ca_topic_score_codex":0.0025789025,"about_ca_topic_score_gemma":0.015982982,"teacher_disagreement_score":0.20508693,"about_ca_system_score_codex":0.0015430488,"about_ca_system_score_gemma":0.0011438683,"threshold_uncertainty_score":0.9996722},"labels":[],"label_agreement":null},{"id":"W1986681839","doi":"10.1097/aap.0b013e31819266b2","title":"Neuraxial Anesthesia and Intraoperative Bilevel Positive Airway Pressure in a Patient With Severe Chronic Obstructive Pulmonary Disease and Obstructive Sleep Apnea Undergoing Elective Sigmoid Resection","year":2009,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Medicine; Anesthesia; Pulmonary disease; Obstructive sleep apnea; Positive airway pressure; Continuous positive airway pressure; Intubation; Airway; Surgery; Internal medicine","score_opus":0.009382270634463908,"score_gpt":0.24059997919233986,"score_spread":0.23121770855787596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986681839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93879473,0.0037318384,0.00038523195,0.054336216,0.000009647629,0.0025176732,0.0000020354948,0.00008604135,0.00013655938],"genre_scores_gemma":[0.99359864,0.00022385933,0.00042761245,0.004895664,0.00043244273,0.0001688697,0.00008783661,0.000076025455,0.00008904684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99494237,0.0010677713,0.0005802526,0.0013667335,0.0012055984,0.0008372835],"domain_scores_gemma":[0.99693966,0.00104709,0.00027128065,0.00040146278,0.00061190466,0.00072857365],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065460516,0.0007241978,0.000926071,0.00065354863,0.00036922164,0.000044269495,0.0001618756,0.00024812802,0.000037612695],"category_scores_gemma":[0.000319261,0.00054605835,0.00008637257,0.0010074911,0.0013373664,0.00051324954,0.000028952141,0.0009964136,0.000002497658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.12341426,0.00409946,0.38950968,0.0030948438,0.002917067,0.08187911,0.043257743,0.0024142137,0.04868695,0.01920519,0.0008865499,0.28063494],"study_design_scores_gemma":[0.005195444,0.010955532,0.93973815,0.0013739096,0.0004297152,0.021708615,0.004539421,0.011234768,0.0007840933,0.002527705,0.0007179349,0.0007947325],"about_ca_topic_score_codex":0.00017981426,"about_ca_topic_score_gemma":0.00007194799,"teacher_disagreement_score":0.5502285,"about_ca_system_score_codex":0.00067863055,"about_ca_system_score_gemma":0.000404368,"threshold_uncertainty_score":0.9996991},"labels":[],"label_agreement":null},{"id":"W1986702385","doi":"10.5665/sleep.2634","title":"Sleep Disordered Breathing and Gestational Hypertension: Postpartum Follow-up Study","year":2013,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Medicine; Respiratory disturbance index; Gestational hypertension; Polysomnography; Pregnancy; Obstetrics; Gestational age; Small for gestational age; Risk factor; Cohort; Gestation; Internal medicine; Apnea","score_opus":0.022317168071952238,"score_gpt":0.27589690868334776,"score_spread":0.25357974061139554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986702385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99297005,0.00026155557,0.00017921322,0.0032894833,0.00030740807,0.0013812945,0.0000068913896,0.00008513427,0.0015189995],"genre_scores_gemma":[0.9979577,0.0000086675445,0.000862054,0.00029148487,0.00014105628,0.000114980736,0.000035116227,0.000041639134,0.0005472837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811053,0.00009756084,0.00026627665,0.0004557552,0.00066149345,0.00040836548],"domain_scores_gemma":[0.9987662,0.00013299033,0.000053582982,0.00036555933,0.0003917726,0.0002899143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020487071,0.00020300361,0.00031840408,0.00016908953,0.00019344401,0.000076811964,0.00010504677,0.00007670507,0.0008394396],"category_scores_gemma":[0.00030394777,0.00016800837,0.00006854525,0.00022927354,0.00012094562,0.00026381086,0.00015966278,0.00030057557,0.0003513021],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048280196,0.0014475731,0.8109737,0.00012293881,0.0005565668,0.00042230595,0.0038176426,0.000007676296,0.012856109,0.00051295816,0.00083101133,0.16796869],"study_design_scores_gemma":[0.006548777,0.000840324,0.9774963,0.000022875378,0.00015100598,0.00026252386,0.0046445904,0.008792865,0.00021304603,0.0005380701,0.00024883234,0.00024074235],"about_ca_topic_score_codex":0.0003261139,"about_ca_topic_score_gemma":0.000034297533,"teacher_disagreement_score":0.16772796,"about_ca_system_score_codex":0.00006459974,"about_ca_system_score_gemma":0.000018850913,"threshold_uncertainty_score":0.9191275},"labels":[],"label_agreement":null},{"id":"W1987112711","doi":"10.1016/j.resp.2003.10.011","title":"A theoretical study of the effect of circadian rhythms on sleep-induced periodic breathing and apnoea","year":2003,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Zoo; University of Toronto","funders":"","keywords":"Circadian rhythm; Free-running sleep; Dark therapy; Nocturnal; Sleep (system call); Respiratory system; Periodic breathing; Rhythm; Internal medicine; Respiration; Endocrinology; Medicine; Light effects on circadian rhythm; Circadian clock; Anatomy","score_opus":0.015429238053667919,"score_gpt":0.2876689772114457,"score_spread":0.27223973915777777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987112711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997685,0.000071389564,6.246523e-7,0.00006850131,0.00022809768,0.0011537888,0.0000051304287,0.000018481627,0.0007689476],"genre_scores_gemma":[0.99948597,0.0000018388507,0.000004091935,0.00037445276,0.000051957843,0.000047987236,0.0000010822342,0.00002960053,0.0000030266897],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9953203,0.0031536892,0.00039454165,0.00056406937,0.00016351926,0.00040383812],"domain_scores_gemma":[0.9979242,0.00094481977,0.00017216163,0.0007536255,0.000088386136,0.00011677834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057291135,0.00025398875,0.0007913524,0.00018272302,0.00012259893,0.0000032340754,0.00019328456,0.00023240395,0.00009883154],"category_scores_gemma":[0.0009440907,0.00015640174,0.00013917573,0.00027767874,0.0014204524,0.000023072202,0.00013690714,0.0006770501,0.000008944158],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086348766,0.00029281052,0.062544644,0.00009536758,0.00015895515,0.00002648778,0.00031293035,0.000009009962,0.9280767,0.0063856337,0.0000029575199,0.0012310352],"study_design_scores_gemma":[0.0057597365,0.029723039,0.67289186,0.00003932908,0.00017839189,0.00014963692,0.00020629412,0.00004444447,0.29053196,0.0002055457,0.00009661791,0.00017312572],"about_ca_topic_score_codex":0.0000079502115,"about_ca_topic_score_gemma":0.0000018446254,"teacher_disagreement_score":0.6375447,"about_ca_system_score_codex":0.000034432447,"about_ca_system_score_gemma":0.0000478674,"threshold_uncertainty_score":0.6377878},"labels":[],"label_agreement":null},{"id":"W1987146432","doi":"10.5664/jcsm.2416","title":"Central Sleep Apnea Interfering with Adequate Left Ventricular Filling in a Patient with Left Ventricular Assist Device","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Manitoba","funders":"","keywords":"Medicine; Central sleep apnea; Hypoxemia; Cardiology; Ventricle; Heart failure; Obstructive sleep apnea; Internal medicine; Hypercapnia; Sleep apnea; Apnea; Cheyne–Stokes respiration; Anesthesia; Polysomnography; Respiratory system","score_opus":0.03282050970325261,"score_gpt":0.3341586304618602,"score_spread":0.30133812075860755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987146432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97997016,0.0014797342,0.011509894,0.0048941686,0.0007054824,0.00095912983,0.0000020278121,0.000026143907,0.00045325904],"genre_scores_gemma":[0.9950189,0.000049011996,0.002909856,0.0006844896,0.0012062606,0.000011770133,0.000010637529,0.00007274205,0.000036311212],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99296314,0.0004553462,0.0028330907,0.00055345835,0.002153634,0.0010413376],"domain_scores_gemma":[0.99458295,0.0010112944,0.0013367672,0.00052014197,0.0012399922,0.0013088466],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020043782,0.0004599671,0.0018482041,0.0005934737,0.000089614354,0.000048214057,0.0004161103,0.00025197671,0.0013921481],"category_scores_gemma":[0.002400321,0.00026301082,0.00033156414,0.00068175944,0.0004959282,0.00041060403,0.00012844747,0.0023749135,0.00004164514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034712278,0.001381489,0.85893506,0.00022392628,0.0012770345,0.024632504,0.0007234661,0.0010511439,0.00018925937,0.00002824241,0.00016760877,0.10791907],"study_design_scores_gemma":[0.026431462,0.019612413,0.9116253,0.0038017137,0.0012433864,0.01279097,0.0031601207,0.016719922,0.0010632164,0.00008435105,0.0028233912,0.00064370164],"about_ca_topic_score_codex":0.00012767244,"about_ca_topic_score_gemma":0.000039858598,"teacher_disagreement_score":0.10727536,"about_ca_system_score_codex":0.00037053355,"about_ca_system_score_gemma":0.00014495608,"threshold_uncertainty_score":0.99998224},"labels":[],"label_agreement":null},{"id":"W1987295883","doi":"10.1046/j.1542-474x.2003.08209.x","title":"Heart Rate Variability in Obstructive Sleep Apnea: A Prospective Study and Frequency Domain Analysis","year":2003,"lang":"en","type":"article","venue":"Annals of Noninvasive Electrocardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Polysomnography; Heart rate variability; Obstructive sleep apnea; Continuous positive airway pressure; Cardiology; Apnea; Internal medicine; Heart rate; Sleep apnea; Anesthesia; Blood pressure","score_opus":0.02327076497062185,"score_gpt":0.32140252411212133,"score_spread":0.2981317591414995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987295883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99019885,0.00048575862,0.0017067373,0.00038714413,0.000051597337,0.001853515,0.0000151979775,0.000026668033,0.0052745515],"genre_scores_gemma":[0.9979074,0.000030341882,0.0015706294,0.00017287723,0.000045344153,0.00022330321,0.000011300941,0.000028504981,0.000010278952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99387795,0.0031915754,0.0006675202,0.0010452643,0.000353777,0.0008639022],"domain_scores_gemma":[0.9969287,0.0010876106,0.00019210805,0.00066844805,0.000902679,0.00022043865],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035163993,0.00035412074,0.0017141403,0.0009040762,0.000097455246,0.0000128259,0.00014789154,0.00022228852,0.000061341816],"category_scores_gemma":[0.003176325,0.00032387534,0.0003603446,0.0024042202,0.0005775419,0.00013687207,0.000081146165,0.0006857706,0.0000070728024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059159595,0.00054973154,0.96459,0.00003459924,0.0050225654,0.00020498145,0.00118411,0.000013324222,0.021294741,0.0060604434,0.0000052530318,0.00044865857],"study_design_scores_gemma":[0.0021994545,0.0028821416,0.9423926,0.000006494227,0.00053989695,0.00020154471,0.00169945,0.00003109194,0.019257398,0.030545069,0.00000983763,0.00023503863],"about_ca_topic_score_codex":0.00016335871,"about_ca_topic_score_gemma":0.00016370625,"teacher_disagreement_score":0.024484625,"about_ca_system_score_codex":0.00016152953,"about_ca_system_score_gemma":0.00018122452,"threshold_uncertainty_score":0.9999213},"labels":[],"label_agreement":null},{"id":"W1987320658","doi":"10.1016/j.sleep.2013.11.135","title":"Reduction in regional cerebral blood flow in obstructive sleep apnea during wakefulness: A high-resolution SPECT study","year":2013,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université du Québec à Montréal; Montreal Neurological Institute and Hospital; Canadian Sleep & Circadian Network; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Statistical parametric mapping; Cerebral blood flow; Obstructive sleep apnea; Cardiology; Single-photon emission computed tomography; Medicine; Parahippocampal gyrus; Wakefulness; Internal medicine; Psychology; Audiology; Anesthesia; Neuroscience; Temporal lobe; Electroencephalography; Magnetic resonance imaging; Radiology; Epilepsy","score_opus":0.01801139037595374,"score_gpt":0.2707136461598744,"score_spread":0.2527022557839207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987320658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914133,0.00041386407,0.00007446538,0.0033336421,0.0007954233,0.003223966,0.0000047874173,0.00011663726,0.0006238898],"genre_scores_gemma":[0.99709654,0.0000141256105,0.0006456526,0.000059994967,0.0013349337,0.000541032,0.00007270837,0.00007768138,0.00015730578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951036,0.0003891511,0.0009952618,0.0010708873,0.0014373021,0.0010037912],"domain_scores_gemma":[0.9981917,0.00012868772,0.00020294401,0.0007553991,0.00034269269,0.00037858586],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007406757,0.00047655936,0.0009383728,0.0014985456,0.00014187882,0.000024813666,0.00028456867,0.00019374336,0.0014772329],"category_scores_gemma":[0.0005986858,0.00040837785,0.00010010326,0.0017975541,0.00049916573,0.00051161577,0.00016791304,0.0012174293,0.00014531983],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028809444,0.0053282846,0.8561626,0.00045802002,0.00081343506,0.0018175717,0.011533979,0.0008411793,0.054956328,0.0005444325,0.00019440622,0.064468786],"study_design_scores_gemma":[0.02182623,0.0014726899,0.9530177,0.00025922596,0.00018956028,0.00055221043,0.011891339,0.006344118,0.0032122224,0.00086628355,0.000013761545,0.00035467095],"about_ca_topic_score_codex":0.004895239,"about_ca_topic_score_gemma":0.0005940633,"teacher_disagreement_score":0.09685506,"about_ca_system_score_codex":0.00088160863,"about_ca_system_score_gemma":0.00004959074,"threshold_uncertainty_score":0.9998368},"labels":[],"label_agreement":null},{"id":"W1987418926","doi":"10.1007/s11325-009-0248-4","title":"Cost-effectiveness of oral appliances in the treatment of obstructive sleep apnoea–hypopnoea","year":2009,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; Vancouver General Hospital; Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Medicine; Continuous positive airway pressure; Cost effectiveness; Quality-adjusted life year; Quality of life (healthcare); Otorhinolaryngology; Oral appliance; Physical therapy; Obstructive sleep apnea; Surgery; Anesthesia","score_opus":0.04444272454293404,"score_gpt":0.3406600792134703,"score_spread":0.2962173546705363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987418926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948998,0.0010365436,0.00034754717,0.00018618531,0.000065597276,0.001442685,0.000015578518,0.000014133618,0.0019918913],"genre_scores_gemma":[0.9988649,0.00009819381,0.00086484186,0.000030744202,0.000045149613,0.000064208165,0.000012141421,0.000011033237,0.000008789588],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984838,0.00023007399,0.00029628273,0.0003066057,0.00038441937,0.00029884043],"domain_scores_gemma":[0.9990611,0.00035284614,0.0001061848,0.00028689255,0.00012045727,0.00007251436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005123463,0.00019540962,0.00052809983,0.00017768922,0.00006680001,0.000015021704,0.00012428062,0.00009134079,0.000013433359],"category_scores_gemma":[0.000054342338,0.00012418944,0.00010983712,0.00039425094,0.00023043933,0.00012256973,0.00001881327,0.00016473648,0.0000017643473],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015433044,0.0013480094,0.12619196,0.00024469703,0.00026407643,0.00013165077,0.007362696,0.00004443871,0.022345677,0.0025888432,0.0000012588405,0.8379334],"study_design_scores_gemma":[0.006800428,0.0032217754,0.9138925,0.00022329434,0.0002453043,0.00017119854,0.0041689235,0.0011999073,0.06744762,0.002185756,0.00023631667,0.00020699941],"about_ca_topic_score_codex":0.00026201757,"about_ca_topic_score_gemma":0.000016461978,"teacher_disagreement_score":0.8377264,"about_ca_system_score_codex":0.00013765838,"about_ca_system_score_gemma":0.00001736913,"threshold_uncertainty_score":0.50642985},"labels":[],"label_agreement":null},{"id":"W1987810823","doi":"10.1203/00006450-200211000-00015","title":"Influence of 24-Hour Sleep Deprivation on Respiration in Lambs","year":2002,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Sleep deprivation; Sleep (system call); Swallowing; Medicine; Apnea; Anesthesia; Respiration; Rapid eye movement sleep; Physiology; Internal medicine; Circadian rhythm; Eye movement; Surgery; Anatomy; Ophthalmology","score_opus":0.09507828857424946,"score_gpt":0.3787748529857822,"score_spread":0.2836965644115327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987810823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926285,0.0002183199,0.00002545635,0.0012250174,0.000034686844,0.00076703983,0.0000034119503,0.000024163155,0.0050733797],"genre_scores_gemma":[0.99869716,0.00028994717,0.00022099545,0.00003738443,0.00032372208,0.0000688751,0.000005453088,0.00002430322,0.00033213253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962676,0.00039075877,0.0004384456,0.00039827242,0.0019640941,0.00054079306],"domain_scores_gemma":[0.9978587,0.00062086165,0.00007378755,0.0005263717,0.00076176587,0.00015852341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020086481,0.00011262874,0.00023182723,0.0017995224,0.000078070974,0.000020920172,0.00023479603,0.00014134904,0.00028952362],"category_scores_gemma":[0.004105158,0.00010416032,0.000049536167,0.0029310936,0.00012712496,0.00018877519,0.00012033621,0.00091003184,0.00036515915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005687734,0.00062321767,0.96251184,0.00025353843,0.000014241138,0.00008083376,0.00049784523,0.0010658075,0.0096443435,0.0009155088,0.0006831648,0.023140917],"study_design_scores_gemma":[0.002017801,0.0014092408,0.9791852,0.000028544267,0.000011341156,0.0000061546716,0.0000610694,0.008474455,0.007918043,0.0004608605,0.00031055528,0.00011674053],"about_ca_topic_score_codex":0.0001784712,"about_ca_topic_score_gemma":0.000022187241,"teacher_disagreement_score":0.023024175,"about_ca_system_score_codex":0.0002995517,"about_ca_system_score_gemma":0.000052614196,"threshold_uncertainty_score":0.49145544},"labels":[],"label_agreement":null},{"id":"W1988755056","doi":"10.2174/157340312803760811","title":"Sleep Apnea and Atrial Fibrillation; 2012 Update","year":2012,"lang":"en","type":"review","venue":"Current Cardiology Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Atrial fibrillation; Continuous positive airway pressure; Obstructive sleep apnea; Sleep apnea; Cardiology; Internal medicine; Apnea; Pathophysiology; Intensive care medicine","score_opus":0.13966955943123474,"score_gpt":0.4168837481110666,"score_spread":0.27721418867983183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988755056","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000025976126,0.990999,0.00031712602,0.000052389194,0.003546612,0.00425045,0.00011978455,0.00005643744,0.0006556006],"genre_scores_gemma":[0.000004693029,0.98491746,0.00019672746,0.000012473213,0.013469241,0.00013886322,0.0010955099,0.000092609764,0.00007241293],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99474657,0.0017898895,0.0014163922,0.0008875175,0.0003153154,0.00084433716],"domain_scores_gemma":[0.9972557,0.00031694915,0.0006471624,0.0011024382,0.00014785088,0.000529913],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018040246,0.0007953173,0.0066497456,0.00036887024,0.000114801944,0.000025822495,0.00025576333,0.0006192034,0.00031305556],"category_scores_gemma":[0.0005368789,0.00054938043,0.0024957268,0.00044600733,0.00038843392,0.0001627824,0.00041278655,0.0012682466,0.0029150315],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014627067,0.0000042566544,0.00083424884,0.02548407,0.00059753016,0.00000920774,0.0000071637064,7.1562795e-8,8.7375525e-8,0.00009488707,0.0014168699,0.971537],"study_design_scores_gemma":[0.00049391465,0.000060339185,0.00007582893,0.0025384044,0.007488501,0.0011085374,9.739512e-7,0.000005782275,3.7185462e-8,0.000015584576,0.98778987,0.00042223674],"about_ca_topic_score_codex":9.738044e-7,"about_ca_topic_score_gemma":3.0971333e-7,"teacher_disagreement_score":0.986373,"about_ca_system_score_codex":0.0002016523,"about_ca_system_score_gemma":0.000085996966,"threshold_uncertainty_score":0.9996958},"labels":[],"label_agreement":null},{"id":"W1989440343","doi":"10.1016/j.patbio.2014.05.015","title":"Cognitive impairment in obstructive sleep apnea","year":2014,"lang":"en","type":"review","venue":"Pathologie Biologie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Canadian Sleep & Circadian Network; Université du Québec à Montréal","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Dementia; Hypoxemia; Medicine; Excessive daytime sleepiness; Cognition; Sleep apnea; Apnea; Psychology; Risk factor; Population; Audiology; Physical medicine and rehabilitation; Cardiology; Psychiatry; Sleep disorder; Internal medicine; Disease","score_opus":0.1036535858897274,"score_gpt":0.40887694972119354,"score_spread":0.30522336383146614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989440343","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00067710417,0.9900493,0.00033482516,0.000060367463,0.00072653504,0.004248707,0.00028002504,0.00029187038,0.0033312738],"genre_scores_gemma":[0.0028880143,0.99339455,0.00101441,0.00011070668,0.00040298226,0.0012495796,0.00070678105,0.00012289235,0.000110066714],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939378,0.001272652,0.001234289,0.0016776382,0.0004740045,0.0014036265],"domain_scores_gemma":[0.99605566,0.0018909207,0.00051829894,0.00095319416,0.00028318932,0.00029876357],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013514593,0.0010407919,0.0041933805,0.00097259,0.000088304034,0.00003648898,0.00063281524,0.001450114,0.00017887393],"category_scores_gemma":[0.0044462057,0.0007172079,0.0009736995,0.0009848026,0.00086134474,0.00007255761,0.00081627857,0.0020778617,0.0011285539],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012571442,0.00025530782,0.002738482,0.006321964,0.00023088444,0.0012108516,0.000039506285,1.4049996e-7,0.0000053441163,0.000053317755,0.000033346496,0.9889851],"study_design_scores_gemma":[0.006737816,0.0060790647,0.020913634,0.020087708,0.0034401957,0.00221059,0.0013492253,0.00006440106,0.000101153586,0.000987973,0.93460935,0.0034188833],"about_ca_topic_score_codex":0.000017440947,"about_ca_topic_score_gemma":0.000002954279,"teacher_disagreement_score":0.98556626,"about_ca_system_score_codex":0.0011860941,"about_ca_system_score_gemma":0.00029719897,"threshold_uncertainty_score":0.9998462},"labels":[],"label_agreement":null},{"id":"W1989505162","doi":"10.1016/j.jelectrocard.2012.03.003","title":"Sleep apnea, cardiac arrhythmias, and conduction disorders","year":2012,"lang":"en","type":"review","venue":"Journal of Electrocardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital","funders":"","keywords":"Medicine; Cardiology; Sleep apnea; Intracardiac injection; Internal medicine; Obstructive sleep apnea; Conduction abnormalities; Coronary artery disease; Heart failure; Central sleep apnea; Apnea; Electrical conduction system of the heart; Stroke (engine); Brugada syndrome; Electrocardiography; Polysomnography","score_opus":0.03479147691816965,"score_gpt":0.3385448559787625,"score_spread":0.30375337906059285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989505162","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024394834,0.9962154,0.00048622736,0.00013470252,0.0012596821,0.0005711743,0.0000060309612,0.000013130273,0.0010697236],"genre_scores_gemma":[0.0023753464,0.99351317,0.00025696124,0.000022499338,0.0036426047,0.00001798824,0.00002338585,0.00007696766,0.000071108145],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969233,0.0007668539,0.0009211944,0.00030481518,0.00039784567,0.00068597286],"domain_scores_gemma":[0.9978743,0.00034888784,0.00080131163,0.00032334763,0.00028702302,0.0003651254],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011349671,0.0004220682,0.0037794071,0.00070267066,0.00007305518,0.000016141334,0.00015348944,0.00062460534,0.00004789056],"category_scores_gemma":[0.0003074498,0.0003040453,0.001267297,0.0003478582,0.00027575056,0.0001420658,0.000077747696,0.0020222713,0.000032820462],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091921465,0.000028212251,0.00031827512,0.002438743,0.0032120673,0.000059660764,0.000020155165,1.9747603e-7,0.000051595733,0.00015765267,0.00012234818,0.99349916],"study_design_scores_gemma":[0.0005663215,0.0011090094,0.00026501654,0.00036261414,0.0055628624,0.015445801,0.000032102245,0.000002003063,0.000009401237,0.000104789775,0.9763062,0.00023385146],"about_ca_topic_score_codex":0.0000036309852,"about_ca_topic_score_gemma":9.100197e-7,"teacher_disagreement_score":0.99326533,"about_ca_system_score_codex":0.00034881316,"about_ca_system_score_gemma":0.00026653815,"threshold_uncertainty_score":0.9999412},"labels":[],"label_agreement":null},{"id":"W1989627282","doi":"10.1111/j.1469-7793.2001.0467f.x","title":"Microdialysis perfusion of 5‐HT into hypoglossal motor nucleus differentially modulates genioglossus activity across natural sleep‐wake states in rats","year":2001,"lang":"en","type":"article","venue":"The Journal of Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Genioglossus; Microdialysis; Wakefulness; Tonic (physiology); Rapid eye movement sleep; Chemistry; Serotonin; Internal medicine; Neuroscience; Hypoglossal nucleus; Anesthesia; Medicine; Endocrinology; Nucleus; Psychology; Electromyography; Electroencephalography; Central nervous system; Receptor","score_opus":0.012510680890944011,"score_gpt":0.29914144365809653,"score_spread":0.2866307627671525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989627282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980769,0.00053229794,0.000038455855,0.0007090385,0.00033914062,0.00026600907,0.000015898946,0.000007337543,0.000014920999],"genre_scores_gemma":[0.9988541,0.0004136772,0.00024224295,0.000053704163,0.0003433437,0.0000024455474,0.000007712833,0.000028936585,0.000053838703],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9976035,0.0005790246,0.00061877584,0.00021978414,0.0004616348,0.0005173239],"domain_scores_gemma":[0.997922,0.0004954767,0.00051525264,0.00038078145,0.00052666286,0.00015980194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006613722,0.00024063149,0.0008386335,0.00025344355,0.00012355401,0.000014147053,0.00044101707,0.00014412084,0.0002361572],"category_scores_gemma":[0.00036618498,0.00014950345,0.0002925566,0.00040642236,0.0005379172,0.0001674413,0.00027176779,0.00085305964,0.000010951873],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008503633,0.00048398224,0.0074989465,0.00005331593,0.00030764245,0.000045570938,0.0018629772,0.00026536736,0.96443594,0.0000036209976,0.000016140464,0.016522845],"study_design_scores_gemma":[0.0030704422,0.0010688601,0.6873241,0.000044388267,0.0001498316,0.00020795983,0.0005952543,0.0056059244,0.3011817,0.0005783832,0.000037470112,0.00013570131],"about_ca_topic_score_codex":0.00038239724,"about_ca_topic_score_gemma":0.0001526922,"teacher_disagreement_score":0.6798251,"about_ca_system_score_codex":0.0002024475,"about_ca_system_score_gemma":0.00006856952,"threshold_uncertainty_score":0.6096574},"labels":[],"label_agreement":null},{"id":"W1989690119","doi":"10.1097/hjh.0b013e3282fb81ed","title":"Sustained effect of continuous positive airway pressure on baroreflex sensitivity in congestive heart failure patients with obstructive sleep apnea","year":2008,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto General Hospital; Mount Sinai Hospital; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Baroreflex; Obstructive sleep apnea; Continuous positive airway pressure; Heart failure; Cardiology; Ejection fraction; Blood pressure; Anesthesia; Heart rate; Internal medicine; Sleep apnea; Apnea; Positive airway pressure","score_opus":0.008650554293658382,"score_gpt":0.2402937746551616,"score_spread":0.23164322036150323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989690119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99786174,0.000104219915,0.000053859618,0.00067450147,0.00012363867,0.000977402,0.000026640037,0.000011310622,0.00016666898],"genre_scores_gemma":[0.9991044,0.0000040737586,0.0006110954,0.00010628717,0.000095517746,0.000003631769,0.000012553085,0.000042111857,0.000020376547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970288,0.0005798938,0.0005368081,0.00032662036,0.0011248753,0.000402975],"domain_scores_gemma":[0.99560565,0.0008394829,0.00044957828,0.00026954623,0.0025870234,0.00024870352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005605653,0.00032026088,0.0012687965,0.0005010677,0.000092503105,0.000008075772,0.00008435105,0.00018744903,0.00001644157],"category_scores_gemma":[0.00094319024,0.00020398923,0.00020330033,0.0004160964,0.00039069363,0.000250311,0.00007819852,0.0009420735,0.000004589326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.036027737,0.0010863502,0.8732905,0.00015753503,0.0007614044,0.004724908,0.00068957143,0.00032603365,0.07808196,0.00002079143,0.00027087762,0.0045623328],"study_design_scores_gemma":[0.014507585,0.014208816,0.8580659,0.00042600642,0.0003086752,0.0013668853,0.000450313,0.0005597739,0.109878056,0.000008639217,0.000032404958,0.0001869193],"about_ca_topic_score_codex":0.000046721074,"about_ca_topic_score_gemma":0.00000893765,"teacher_disagreement_score":0.0317961,"about_ca_system_score_codex":0.00020220193,"about_ca_system_score_gemma":0.00009058953,"threshold_uncertainty_score":0.8318439},"labels":[],"label_agreement":null},{"id":"W1989861992","doi":"10.1016/j.ijporl.2008.12.034","title":"Post-operative bleeding is less after partial intracapsular tonsillectomy than bipolar total procedure","year":2009,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Tonsillectomy; Surgery; Retrospective cohort study; Complication; Pediatrics","score_opus":0.012385841298333967,"score_gpt":0.3062571797259651,"score_spread":0.29387133842763113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989861992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98846394,0.002543784,0.00030894618,0.0066797435,0.0013707717,0.00032188013,0.00004154745,0.000026200625,0.00024319322],"genre_scores_gemma":[0.9912862,0.00023646676,0.0009497893,0.0012268572,0.0061024483,0.000007790432,0.000012144294,0.000028715453,0.00014959952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702567,0.00013464259,0.0008019687,0.00034887897,0.0012130898,0.00047576084],"domain_scores_gemma":[0.9966272,0.000113990296,0.0004158606,0.00018323639,0.0023289677,0.00033073817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004364389,0.0002815315,0.00051414524,0.0010119242,0.0000809104,0.00008310324,0.000458001,0.00026491555,0.0006656666],"category_scores_gemma":[0.000608486,0.00023495784,0.00033042123,0.0003394913,0.000110785295,0.00057715166,0.00011064067,0.0010716587,0.000058753027],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006606005,0.0014795479,0.88282216,0.000065187895,0.0017770304,0.006808082,0.005108135,0.000026046786,0.07708089,0.0007403777,0.0015556321,0.015930926],"study_design_scores_gemma":[0.006970831,0.0043096337,0.94391507,0.000063596824,0.000639882,0.012598948,0.0006526485,0.00056349096,0.0277701,0.00037445372,0.0016078842,0.00053345045],"about_ca_topic_score_codex":0.000028113485,"about_ca_topic_score_gemma":0.0000036151978,"teacher_disagreement_score":0.06109294,"about_ca_system_score_codex":0.00033837787,"about_ca_system_score_gemma":0.00034964972,"threshold_uncertainty_score":0.9581303},"labels":[],"label_agreement":null},{"id":"W1989888102","doi":"10.1016/j.jacc.2014.05.077","title":"Atrial Fibrillation Promotion With Long-Term Repetitive Obstructive Sleep Apnea in a Rat Model","year":2014,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":208,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal; Montreal Heart Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Atrial fibrillation; Airway; Cardiology; Internal medicine; Interquartile range; Apnea; Anesthesia; Sleep apnea; Continuous positive airway pressure","score_opus":0.015047473854786234,"score_gpt":0.2852189198695556,"score_spread":0.2701714460147694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989888102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860255,0.000051732513,0.011497013,0.0011061605,0.00022659988,0.00046164653,0.000016592629,0.0000046263026,0.0006100983],"genre_scores_gemma":[0.99750733,0.000018576975,0.0016753711,0.00002306953,0.00071011786,0.0000024546384,0.0000015110481,0.000020633877,0.0000409051],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978949,0.00064599566,0.0005173547,0.00019699954,0.0005008776,0.00024390256],"domain_scores_gemma":[0.99770004,0.00026765576,0.00093874935,0.00031520988,0.00068634533,0.00009199225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006823307,0.0001485779,0.0009584042,0.00030647262,0.000044371194,0.000003932209,0.00018656251,0.00006567436,0.000004285549],"category_scores_gemma":[0.0007078585,0.000092803086,0.00037127527,0.0005612756,0.0007354425,0.00010800579,0.00007802856,0.00039931503,8.962796e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011568699,0.00003188498,0.9011197,0.00005990914,0.00082114956,0.000210908,0.0001632079,0.05599371,0.014125457,0.00047011624,0.000031124826,0.015404131],"study_design_scores_gemma":[0.008072284,0.0072561065,0.9464699,0.00019957512,0.00058350136,0.0060290676,0.00055123336,0.023064943,0.0064710663,0.000990249,0.00007357408,0.00023848207],"about_ca_topic_score_codex":0.000005154931,"about_ca_topic_score_gemma":0.000009421525,"teacher_disagreement_score":0.045350216,"about_ca_system_score_codex":0.000276861,"about_ca_system_score_gemma":0.00016211628,"threshold_uncertainty_score":0.37844},"labels":[],"label_agreement":null},{"id":"W1990319522","doi":"10.1164/rccm.201205-0894oc","title":"Differing Effects of Obstructive and Central Sleep Apneas on Stroke Volume in Patients with Heart Failure","year":2012,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Canadian Sleep & Circadian Network; University Health Network; University of Toronto; Toronto General Hospital; Toronto Rehabilitation Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Cardiology; Central sleep apnea; Ejection fraction; Stroke volume; Preload; Heart failure; Polysomnography; Internal medicine; Anesthesia; Apnea; Hemodynamics","score_opus":0.006793716902906027,"score_gpt":0.2706405301609533,"score_spread":0.26384681325804726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990319522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99765223,0.0013511202,0.00008574683,0.0005216249,0.00012171212,0.00020931421,0.0000058967657,0.000004183079,0.000048178143],"genre_scores_gemma":[0.99895996,0.0000044459202,0.0004171127,0.00033865077,0.0002551916,0.000003051594,9.545573e-7,0.000019559315,0.0000010484272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981516,0.00020431021,0.00035922718,0.00016760474,0.00069234776,0.00042490286],"domain_scores_gemma":[0.99823135,0.00047291254,0.00012138681,0.00013705753,0.00040507564,0.0006321926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018585977,0.00018047611,0.0007086666,0.00028375152,0.000042353557,0.0000056162316,0.000058547725,0.000048755737,0.000020145937],"category_scores_gemma":[0.0010324288,0.00011928345,0.000046235808,0.00022119003,0.0015477233,0.00015402613,0.000034062567,0.0005581217,3.6140347e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014142924,0.00014723683,0.9679336,0.00032146598,0.00005097829,0.000042423402,0.0010300641,4.867439e-7,0.00207046,0.00011545825,0.000007053167,0.026866464],"study_design_scores_gemma":[0.0041051437,0.017143123,0.9713755,0.0005103323,0.00014985542,0.000044592132,0.0048748953,0.0000032723053,0.0015035246,0.0000063965576,0.0001828954,0.00010046841],"about_ca_topic_score_codex":0.000012476385,"about_ca_topic_score_gemma":0.0000018141458,"teacher_disagreement_score":0.026765995,"about_ca_system_score_codex":0.00010246363,"about_ca_system_score_gemma":0.00002752222,"threshold_uncertainty_score":0.5702651},"labels":[],"label_agreement":null},{"id":"W1990582283","doi":"10.1044/1092-4388(2009/07-0214)","title":"Refinement of Speech Breathing in Healthy 4- to 6-Year-Old Children","year":2009,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Breathing; Audiology; Speech production; Normative; Plethysmograph; Psychology; Medicine; Speech recognition; Computer science; Anesthesia","score_opus":0.04344662326360082,"score_gpt":0.4020740455266313,"score_spread":0.35862742226303046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990582283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898579,0.0009794493,0.000012261242,0.007064889,0.000030264382,0.00043054385,0.0000029289658,0.000006498602,0.001615232],"genre_scores_gemma":[0.990347,0.00020345706,0.008495162,0.00017736957,0.00047752968,0.0000014890319,0.0000017068043,0.00001738905,0.00027884592],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99692786,0.00014329662,0.00059449754,0.00023634027,0.0015107016,0.0005872851],"domain_scores_gemma":[0.9985035,0.00014721598,0.00010236327,0.0002956332,0.000528483,0.00042277848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040068426,0.000120444674,0.00047932277,0.001378909,0.000074658004,0.0000457447,0.00020859041,0.00009705221,0.0001408708],"category_scores_gemma":[0.000744065,0.00009843725,0.0000805695,0.0008161508,0.00007536937,0.00012479466,0.00014582531,0.001338258,0.000011671815],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003358559,0.0004949899,0.2867433,0.00026457122,0.0000998473,0.002573052,0.004996766,0.000006349007,0.14111494,0.00026484122,0.0003238147,0.55975896],"study_design_scores_gemma":[0.003992885,0.0054096575,0.9415469,0.0007636037,0.00001847275,0.0014674311,0.003332154,0.000030285824,0.042942833,0.00019914871,0.00016967123,0.00012692224],"about_ca_topic_score_codex":0.0010515217,"about_ca_topic_score_gemma":0.000059005888,"teacher_disagreement_score":0.65480363,"about_ca_system_score_codex":0.00029140824,"about_ca_system_score_gemma":0.00013947429,"threshold_uncertainty_score":0.5814139},"labels":[],"label_agreement":null},{"id":"W1990798754","doi":"10.1016/s0194-5998(00)70055-6","title":"Pharyngeal Suspension Suture with Repose Bone Screw for Obstructive Sleep Apnea","year":2000,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Tongue; Sleep apnea; Oral appliance; Fibrous joint; Surgery; Anesthesia","score_opus":0.013364407321047461,"score_gpt":0.27845966215177537,"score_spread":0.26509525483072793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990798754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811399,0.00045967213,0.0006056161,0.0018485143,0.00017483672,0.0020312034,0.000039356106,0.0001499332,0.013550985],"genre_scores_gemma":[0.9866479,0.00001976774,0.009023385,0.000662621,0.0004663484,0.00020760976,0.0001999602,0.000098593424,0.00267381],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997447,0.00013633394,0.0003721692,0.0008108574,0.00041326243,0.00082036783],"domain_scores_gemma":[0.99825567,0.00021460616,0.000107634405,0.00069178105,0.00038684747,0.00034343597],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002568089,0.00033452717,0.0007078036,0.00022405945,0.00021847377,0.000024287892,0.00018133938,0.00032077535,0.002252059],"category_scores_gemma":[0.0001618545,0.00026452486,0.00016931912,0.00038985236,0.00045176764,0.00019448242,0.00006471475,0.0005803299,0.00019653347],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.055943098,0.002038134,0.14486755,0.0010395023,0.002472761,0.0101584075,0.0021721232,0.0000626653,0.21646112,0.009920439,0.004274784,0.55058944],"study_design_scores_gemma":[0.037689753,0.012745268,0.68144053,0.00020428427,0.0012998624,0.02672467,0.00081304926,0.006421214,0.1266134,0.0019235297,0.10230337,0.001821105],"about_ca_topic_score_codex":0.00005999027,"about_ca_topic_score_gemma":0.00005455729,"teacher_disagreement_score":0.5487683,"about_ca_system_score_codex":0.00014864712,"about_ca_system_score_gemma":0.00007623971,"threshold_uncertainty_score":0.9999807},"labels":[],"label_agreement":null},{"id":"W1990882553","doi":"10.1016/j.clinph.2006.07.130","title":"Attentional deficits in patients with obstructive sleep apnea syndrome: An event-related potential study","year":2006,"lang":"en","type":"article","venue":"Clinical Neurophysiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal","funders":"","keywords":"P3a; Audiology; Vigilance (psychology); Obstructive sleep apnea; Event-related potential; Psychology; Cognition; Electroencephalography; Apnea; Mismatch negativity; Stimulus (psychology); Medicine; Cardiology; Neuroscience; Psychiatry; Cognitive psychology","score_opus":0.015920956412185137,"score_gpt":0.3153933432626948,"score_spread":0.29947238685050964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990882553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99777216,0.000008743747,0.000045471843,0.000085881366,0.0005426847,0.00135732,0.000020983507,0.00006467826,0.00010207843],"genre_scores_gemma":[0.99922436,8.302679e-7,0.0001379864,0.000101863116,0.00014022752,0.00003927217,0.00022509362,0.000060527855,0.00006982667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99575895,0.0009986901,0.0010373808,0.0010654172,0.0005606827,0.0005788805],"domain_scores_gemma":[0.9983453,0.00025796093,0.00021543114,0.00057715375,0.00037698267,0.0002271634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022253812,0.00029946378,0.0007768776,0.0002435805,0.00010280471,0.000015616943,0.00025374696,0.00023224535,0.00018817365],"category_scores_gemma":[0.00025260382,0.00024043166,0.00017402714,0.0005390778,0.000589049,0.00015781772,0.00018502834,0.0010404001,0.00017357402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031415387,0.009582259,0.981131,0.000013814822,0.00016646947,0.0010139212,0.00001667358,0.00062512467,0.0014264988,0.00010674401,0.000006168564,0.0027697473],"study_design_scores_gemma":[0.011972722,0.012529448,0.9737224,0.000009576911,0.00010844615,0.00005476719,0.00006540226,0.00094106613,0.000008486777,0.0003728802,0.0000046199243,0.00021017781],"about_ca_topic_score_codex":0.00005255267,"about_ca_topic_score_gemma":0.000019829367,"teacher_disagreement_score":0.008831183,"about_ca_system_score_codex":0.000068624366,"about_ca_system_score_gemma":0.000045333083,"threshold_uncertainty_score":0.9804519},"labels":[],"label_agreement":null},{"id":"W1990910140","doi":"10.1016/j.jpeds.2010.10.036","title":"Childhood Sleep Apnea and Neighborhood Disadvantage","year":2010,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre; Montreal Children's Hospital","funders":"Fonds de Recherche du Québec - Santé; McGill University Health Centre","keywords":"Medicine; Disadvantage; Sleep apnea; Sleep (system call); Apnea; Obstructive sleep apnea; Pediatrics; Psychiatry; Internal medicine","score_opus":0.007274859071483701,"score_gpt":0.2714432236035241,"score_spread":0.2641683645320404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990910140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99396956,0.0008341637,0.00090551114,0.0020119678,0.00053490227,0.00016401363,0.0000054231114,0.000009635899,0.0015648437],"genre_scores_gemma":[0.9965287,0.00032937925,0.00090862333,0.0001232963,0.0020407804,5.0200566e-7,8.278663e-7,0.000022788698,0.000045116216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987039,0.000064745975,0.00031888104,0.00008509632,0.00058359315,0.0002437881],"domain_scores_gemma":[0.9986236,0.00036616568,0.00022817748,0.00025450275,0.0002623338,0.00026520906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008981326,0.000117833944,0.00023501542,0.00018436843,0.00010341885,0.000025158984,0.0002199932,0.00007858549,0.00009266616],"category_scores_gemma":[0.0007989765,0.00006806706,0.00008103419,0.00028259613,0.00014422722,0.00014421906,0.00010111358,0.0012311181,0.000017571447],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008795535,0.00095060404,0.7828899,0.0002655699,0.00014934306,0.00034857707,0.0036290379,0.000009671628,0.046820812,0.0022321732,0.00091797306,0.16090676],"study_design_scores_gemma":[0.006378827,0.0016332674,0.97359115,0.000011118189,0.0014911802,0.0066473656,0.0017411445,0.00038635635,0.003004729,0.0036856218,0.0011251146,0.00030414664],"about_ca_topic_score_codex":0.0000028243412,"about_ca_topic_score_gemma":0.000002503971,"teacher_disagreement_score":0.1907012,"about_ca_system_score_codex":0.000021754002,"about_ca_system_score_gemma":0.000055696953,"threshold_uncertainty_score":0.53486645},"labels":[],"label_agreement":null},{"id":"W1991270378","doi":"10.3109/00016480802595724","title":"Surgical intervention represents a feasible option for patients with mild obstructive sleep apnoea","year":2009,"lang":"en","type":"article","venue":"Acta Oto-Laryngologica","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Suomen Tuberkuloosin Vastustamisyhdistyksen Säätiö","keywords":"Medicine; Odds ratio; Excessive daytime sleepiness; Observational study; Intervention (counseling); Physical therapy; Sleep (system call); Internal medicine; Anesthesia; Sleep disorder; Insomnia; Psychiatry","score_opus":0.021575264565305147,"score_gpt":0.30679934473076115,"score_spread":0.285224080165456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991270378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99218386,0.00006824168,0.00065601495,0.00090185954,0.00014723743,0.0030637302,0.00005746174,0.00015321319,0.002768376],"genre_scores_gemma":[0.9950545,0.000013828781,0.0035277554,0.00013528083,0.0001776815,0.00023624182,0.0005176804,0.0000348124,0.0003022485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99722666,0.00015899129,0.000435852,0.0008129369,0.00069628825,0.0006693026],"domain_scores_gemma":[0.99809545,0.00022134859,0.00021781554,0.00060531683,0.00057749375,0.00028256275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002978613,0.00032415663,0.00052383356,0.00024987033,0.00019988696,0.000053003532,0.00027110972,0.00026679906,0.00030730007],"category_scores_gemma":[0.000579092,0.00023797054,0.0002788106,0.00044449943,0.00015358937,0.00035407094,0.000109334746,0.00041718074,0.000049112077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023919461,0.0067674746,0.87397075,0.00024522876,0.00083325285,0.00029276896,0.00031475123,0.000014580001,0.006075626,0.002617216,0.00097460696,0.08397428],"study_design_scores_gemma":[0.010477999,0.006306559,0.97640395,0.0001034477,0.00014916896,0.000068654044,0.00010484896,0.0007115145,0.0019776658,0.0011236222,0.0022579117,0.00031464678],"about_ca_topic_score_codex":0.000025350142,"about_ca_topic_score_gemma":0.0000031034547,"teacher_disagreement_score":0.10243321,"about_ca_system_score_codex":0.0002532567,"about_ca_system_score_gemma":0.000021295697,"threshold_uncertainty_score":0.9704157},"labels":[],"label_agreement":null},{"id":"W1991340221","doi":"10.1007/s11325-009-0304-0","title":"Side effects of boil and bite type oral appliance therapy in sleep apnea patients","year":2009,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Epworth Sleepiness Scale; Otorhinolaryngology; Body mass index; Oral appliance; Sleep apnea; Apnea; Continuous positive airway pressure; Physical therapy; Neurology; Side effect (computer science); Dry mouth; Anesthesia; Pediatrics; Polysomnography; Internal medicine; Surgery","score_opus":0.011275478009203359,"score_gpt":0.2749231110436027,"score_spread":0.2636476330343993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991340221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996946,0.001437419,0.000060862338,0.000163822,0.00007588251,0.0004516735,0.0000018501156,0.000020398194,0.00084211136],"genre_scores_gemma":[0.9989104,0.00013435759,0.0006198627,0.00024150357,0.00004193538,0.0000061011538,0.0000060601446,0.000014155641,0.000025574389],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989546,0.000051384268,0.00019178254,0.0002746541,0.0002562289,0.00027135343],"domain_scores_gemma":[0.9994797,0.00009213474,0.000054335676,0.00016675095,0.000092485374,0.00011459124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017027622,0.0001452966,0.0003033311,0.00015215616,0.000048751222,0.000018607567,0.000056961642,0.00008517818,0.0000050472336],"category_scores_gemma":[0.00010249273,0.00011826145,0.000029911835,0.00027346477,0.00008534067,0.00012272973,0.000037919777,0.00022155933,0.0000032417772],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038257215,0.00024038169,0.21790281,0.00013098471,0.000041944375,0.000054882417,0.00077921123,0.0000016281363,0.016018586,0.000071179056,0.000003770942,0.76437205],"study_design_scores_gemma":[0.0066744452,0.0016501079,0.97105527,0.00016347998,0.000036433972,0.000023622802,0.000083920844,0.0020503262,0.01760313,0.00034977647,0.00012948684,0.00017999922],"about_ca_topic_score_codex":0.00007064545,"about_ca_topic_score_gemma":0.000004878572,"teacher_disagreement_score":0.76419204,"about_ca_system_score_codex":0.000033415952,"about_ca_system_score_gemma":0.000007088965,"threshold_uncertainty_score":0.4822562},"labels":[],"label_agreement":null},{"id":"W1991473872","doi":"10.1016/j.rmed.2005.02.030","title":"Experience in using split-day studies for suspected obstructive sleep apnea syndrome","year":2005,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Narcolepsy; Obstructive sleep apnea; Epworth Sleepiness Scale; Body mass index; Pediatrics; Polysomnography; Excessive daytime sleepiness; Sleep apnea; Apnea; Internal medicine; Sleep disorder; Physical therapy; Insomnia; Modafinil; Psychiatry","score_opus":0.12522274585474147,"score_gpt":0.4153660748410635,"score_spread":0.29014332898632206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991473872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98921806,0.0062022265,0.0007635413,0.00103335,0.00042197388,0.001591236,0.00000949541,0.00009772153,0.0006623963],"genre_scores_gemma":[0.99533886,0.000022347635,0.0025641536,0.00070013665,0.00095999957,0.00020968501,0.000007426235,0.000069281,0.00012811247],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99662393,0.00019114638,0.00080622797,0.0007442538,0.0008334061,0.00080104294],"domain_scores_gemma":[0.9976292,0.0006191639,0.00017679027,0.00061703514,0.0006196345,0.00033817213],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00090752484,0.0003696796,0.000995184,0.00071407895,0.00016140907,0.000010094261,0.00023863211,0.00016360419,0.00023464211],"category_scores_gemma":[0.0032554856,0.00029886447,0.00010520395,0.0010126098,0.0009870045,0.0002653407,0.00012235522,0.00046632902,0.000024887226],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032767495,0.0013496208,0.20320995,0.002066081,0.0016465521,0.003439593,0.045036435,0.00039775018,0.5803676,0.0055302577,0.0009738023,0.15270557],"study_design_scores_gemma":[0.043070767,0.006673459,0.75262284,0.0023679622,0.00077604555,0.0015871911,0.059127867,0.019527286,0.060416825,0.0010674471,0.050688244,0.0020740635],"about_ca_topic_score_codex":0.00003704324,"about_ca_topic_score_gemma":0.000057671143,"teacher_disagreement_score":0.5494129,"about_ca_system_score_codex":0.0010861584,"about_ca_system_score_gemma":0.00009225666,"threshold_uncertainty_score":0.99994636},"labels":[],"label_agreement":null},{"id":"W1991673287","doi":"10.1378/chest.13-2060","title":"Do Field Walking Tests Produce Similar Cardiopulmonary Demands to an Incremental Treadmill Test in Obese Individuals With Treated OSA?","year":2014,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"West Park Healthcare Centre; University of Toronto","funders":"","keywords":"Cardiorespiratory fitness; Medicine; Treadmill; Physical therapy; VO2 max; Cardiopulmonary exercise test; Limits of agreement; Obesity; Cardiology; Internal medicine; Heart rate; Blood pressure","score_opus":0.020810338556550567,"score_gpt":0.3058734340589348,"score_spread":0.28506309550238423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991673287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99518186,0.00014213343,0.00007693797,0.001541146,0.000065306056,0.0005289624,0.000008293282,0.000040050523,0.0024153048],"genre_scores_gemma":[0.99571866,0.000017037524,0.0031246853,0.00032902925,0.0006212272,0.000030304089,0.000018504392,0.000057656813,0.00008290009],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974006,0.00020895808,0.00042701798,0.00047949387,0.0008387854,0.00064514834],"domain_scores_gemma":[0.99819165,0.00029265368,0.00011730038,0.0004675672,0.00023208799,0.0006987071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013021734,0.00029101598,0.00050480716,0.0005400554,0.00017688013,0.00011864688,0.00027756992,0.00013330461,0.00014033502],"category_scores_gemma":[0.0014959606,0.0002167531,0.00007975869,0.0006440708,0.000076103475,0.00030478206,0.00010652284,0.0008780831,0.000026440901],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003319563,0.00044263154,0.93587995,0.00006984039,0.00008787945,0.00067819474,0.00087507203,0.000015235291,0.028057363,0.0000035036496,0.00012568767,0.03343269],"study_design_scores_gemma":[0.0032509437,0.0037333064,0.93506277,0.0003893343,0.00010237429,0.0021432538,0.00070839626,0.00012620467,0.053115048,0.00004992639,0.0010331302,0.00028532583],"about_ca_topic_score_codex":0.000065064516,"about_ca_topic_score_gemma":0.000095008385,"teacher_disagreement_score":0.033147365,"about_ca_system_score_codex":0.00033197162,"about_ca_system_score_gemma":0.00010044858,"threshold_uncertainty_score":0.8838935},"labels":[],"label_agreement":null},{"id":"W1991742720","doi":"10.1016/s0034-5687(01)00339-5","title":"Usefulness of phrenic nerve stimulation to measure upper airway collapsibility in normal awake subjects","year":2002,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"Medical Research Council Canada","keywords":"Wakefulness; Phrenic nerve; Medicine; Anesthesia; Airway; Stimulation; Respiratory system; Internal medicine; Electroencephalography","score_opus":0.05359031469065204,"score_gpt":0.2950832810708907,"score_spread":0.24149296638023868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991742720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976373,0.00015119072,0.000016445569,0.00021907005,0.000327233,0.0010635647,0.00002881033,0.000051929183,0.000504477],"genre_scores_gemma":[0.99874985,0.0000032095043,0.000059216203,0.00084213587,0.00015076152,0.00008567404,0.00001819537,0.00003889977,0.000052032843],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9963777,0.0011597496,0.0006783427,0.00085503794,0.0002234725,0.0007056617],"domain_scores_gemma":[0.9979941,0.00042875548,0.00016646205,0.0008248576,0.00037281954,0.00021297742],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049335434,0.00030229436,0.00084751967,0.0005240268,0.00007261002,0.000004241432,0.00028109073,0.00038351965,0.00072748057],"category_scores_gemma":[0.00072312774,0.00027482756,0.00017121668,0.00086711807,0.00047396103,0.000101574384,0.00020548241,0.0006051702,0.00019209518],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000868964,0.0003991962,0.2014214,0.000081282255,0.000049223574,0.000026647573,0.00013599667,0.0004942529,0.79447794,0.00008324014,0.000121383375,0.001840456],"study_design_scores_gemma":[0.0029330011,0.0018016985,0.89255553,0.0000261058,0.000031685595,0.000018419289,0.000028286617,0.00041657808,0.10133182,0.000044527067,0.00060801354,0.00020431369],"about_ca_topic_score_codex":0.000032179578,"about_ca_topic_score_gemma":0.00006365567,"teacher_disagreement_score":0.69314617,"about_ca_system_score_codex":0.00016479599,"about_ca_system_score_gemma":0.00008132818,"threshold_uncertainty_score":0.9999704},"labels":[],"label_agreement":null},{"id":"W1991930871","doi":"10.2310/7070.2004.03016","title":"Snoring and Obstructive Sleep Apnea: Compliance with Oral Appliance Therapy","year":2004,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Oral appliance; Compliance (psychology); Physical therapy; Sleep apnea; Patient compliance; Dentistry; Emergency medicine; Anesthesia","score_opus":0.03617962544870777,"score_gpt":0.3068572681240081,"score_spread":0.2706776426753003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991930871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893031,0.001552917,0.0061492356,0.0019986476,0.00011054768,0.00035634913,0.0000014454256,0.000011478542,0.0005162528],"genre_scores_gemma":[0.993893,0.00017922993,0.005413556,0.00029420346,0.00016939788,0.000005416708,5.636914e-7,0.00002453317,0.000020058042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878174,0.000119529264,0.00028590977,0.00014656271,0.0003396581,0.000326622],"domain_scores_gemma":[0.99886906,0.00014304166,0.00025365138,0.00024688465,0.00033593233,0.00015144036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000453586,0.00016342243,0.00043126484,0.00011388723,0.00013313474,0.000013692479,0.00023812821,0.00007258754,0.000040695446],"category_scores_gemma":[0.000057744957,0.00009117086,0.000053794232,0.0002431577,0.00065052777,0.00016259459,0.000058794067,0.00072155497,0.000012841373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028881662,0.0010184286,0.5524751,0.0003420303,0.003364043,0.0035255342,0.007577818,0.001186179,0.22429167,0.008067461,0.000040111656,0.16922995],"study_design_scores_gemma":[0.012204373,0.0035545349,0.92638975,0.00013812748,0.00015896071,0.029126754,0.0008967775,0.00019711093,0.023346,0.00309178,0.00068136747,0.00021444722],"about_ca_topic_score_codex":0.000030882027,"about_ca_topic_score_gemma":0.00000946626,"teacher_disagreement_score":0.37391466,"about_ca_system_score_codex":0.00010535375,"about_ca_system_score_gemma":0.00006113891,"threshold_uncertainty_score":0.371784},"labels":[],"label_agreement":null},{"id":"W1992751610","doi":"10.1186/1471-2458-14-531","title":"Sleep duration, snoring habits and risk of acute myocardial infarction in China population: results of the INTERHEART study","year":2014,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Population Health Research Institute; Intertek (Canada)","funders":"Heart and Stroke Foundation of Canada; Sanofi; AstraZeneca; Canadian Institutes of Health Research; Bristol-Myers Squibb","keywords":"Medicine; Myocardial infarction; Risk factor; Logistic regression; Population; Internal medicine; Epidemiology; Angina; Case-control study; Physical therapy; Environmental health","score_opus":0.024072393392865564,"score_gpt":0.3252972197931497,"score_spread":0.30122482640028414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992751610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99501055,0.000018552115,0.00054249703,0.0029684396,0.00019023103,0.00097398035,0.000017689743,0.00001354376,0.00026452544],"genre_scores_gemma":[0.9994824,0.000015436377,0.00030098192,0.00003151901,0.00011063333,0.000017237999,0.00001607092,0.00001052318,0.0000152130715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974945,0.0008835154,0.00067916675,0.00023291646,0.00047505667,0.0002348135],"domain_scores_gemma":[0.99885637,0.00012608606,0.0003184428,0.0003904168,0.00017478714,0.00013388939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032649273,0.00008971347,0.000317852,0.00025817513,0.0000925272,0.000014558695,0.00008630432,0.000049161386,0.00000520043],"category_scores_gemma":[0.0017472109,0.000065338456,0.000057511526,0.0005517131,0.00007153713,0.00016651944,0.00010467666,0.0002723957,9.325901e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001833402,0.00016582519,0.97866124,0.00007705194,0.00008872854,1.5037216e-7,0.0020949885,0.000012782785,0.000048748534,0.00017414674,0.000014803709,0.018478194],"study_design_scores_gemma":[0.003061533,0.0006068321,0.9927325,0.000029493594,0.000025821359,0.0000075156577,0.00035328764,0.002938036,0.000045825484,0.000053334825,0.000104156104,0.00004166694],"about_ca_topic_score_codex":0.0042443695,"about_ca_topic_score_gemma":0.0017244779,"teacher_disagreement_score":0.018436527,"about_ca_system_score_codex":0.00017300871,"about_ca_system_score_gemma":0.00011778237,"threshold_uncertainty_score":0.6416245},"labels":[],"label_agreement":null},{"id":"W1993938665","doi":"10.1016/j.ajodo.2006.12.020","title":"Impact of orthodontic appliances on sleep quality","year":2008,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University Health Network; University of Toronto; Toronto Western Hospital; Lakeridge Health; Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"Sleep (system call); Medicine; Sleep onset latency; Sleep disorder; Dentistry; Confounding; Sleep quality; Physical therapy; Audiology; Insomnia; Psychiatry; Internal medicine","score_opus":0.05088969884282198,"score_gpt":0.3883810698641633,"score_spread":0.33749137102134136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993938665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99290806,0.00034148002,0.005507391,0.00013064287,0.00018331215,0.00021955243,0.000025640242,0.0000110785295,0.00067281915],"genre_scores_gemma":[0.9915558,0.0010268008,0.006941657,0.000087116736,0.0002916088,0.0000018530924,0.000003718563,0.000033896213,0.000057542715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99673694,0.0002586168,0.00107778,0.00025712213,0.0012631948,0.00040635903],"domain_scores_gemma":[0.99669266,0.00032157905,0.0011622007,0.00031564618,0.00093252875,0.00057541515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001084274,0.00027315185,0.0011938044,0.00041564822,0.00012415864,0.000018931565,0.00016947849,0.00008026664,0.000047816902],"category_scores_gemma":[0.00083628617,0.00020148666,0.0005868227,0.0006729613,0.0011597029,0.00014441207,0.000071963,0.0005726196,0.000004279673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001705692,0.00033811427,0.90010965,0.00004086269,0.00045391417,0.00033545334,0.00037142905,0.00003787506,0.0008152492,0.00017989655,0.000028361179,0.09558348],"study_design_scores_gemma":[0.0018831494,0.006277512,0.98929894,0.000057940928,0.00019130232,0.0010207972,0.00030191342,0.000097782315,0.00022299342,0.000018485724,0.00043796873,0.00019120617],"about_ca_topic_score_codex":0.00018200833,"about_ca_topic_score_gemma":0.000013848967,"teacher_disagreement_score":0.09539228,"about_ca_system_score_codex":0.00010503675,"about_ca_system_score_gemma":0.0002936245,"threshold_uncertainty_score":0.82163876},"labels":[],"label_agreement":null},{"id":"W1994072292","doi":"10.1007/s11325-013-0859-7","title":"A randomized crossover study comparing two mandibular repositioning appliances for treatment of obstructive sleep apnea","year":2013,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kelowna General Hospital","funders":"","keywords":"Medicine; Respiratory disturbance index; Polysomnography; Obstructive sleep apnea; Crossover study; Physical therapy; Repeated measures design; Epworth Sleepiness Scale; Sleep apnea; Randomized controlled trial; Sleep disorder; Analysis of variance; Otorhinolaryngology; Quality of life (healthcare); Anesthesia; Apnea; Insomnia; Surgery; Internal medicine; Placebo","score_opus":0.026328902957154652,"score_gpt":0.3198446850169398,"score_spread":0.2935157820597851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994072292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98544973,0.0006134721,0.0073694885,0.00010078733,0.0001227835,0.0048940135,0.0000074925865,0.000050646544,0.001391585],"genre_scores_gemma":[0.99299407,0.000008857535,0.005741667,0.000018150902,0.00016140573,0.00092897506,0.000020272271,0.000032113603,0.00009447415],"study_design_codex":"observational","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9981349,0.00012003166,0.0005231502,0.00048514636,0.00034971154,0.00038707673],"domain_scores_gemma":[0.99863017,0.00041551117,0.00021449817,0.00029537114,0.000287284,0.00015719653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037252766,0.00026177053,0.0010845411,0.00016010924,0.00030690772,0.00011628454,0.000078522135,0.00006353193,0.000049200014],"category_scores_gemma":[0.000101190315,0.00019557026,0.0002171091,0.00015424872,0.00027069115,0.00025512316,0.0000651367,0.00009826185,0.000006452362],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.14120667,0.0044918177,0.45649964,0.00099727,0.010034459,0.00025599563,0.04453279,0.0003206181,0.02975107,0.0031897265,0.000013327288,0.30870664],"study_design_scores_gemma":[0.7945776,0.0026209087,0.042963866,0.00020787856,0.0022326277,0.00034431036,0.012775215,0.117809765,0.02288629,0.0029022738,0.00005623613,0.0006230192],"about_ca_topic_score_codex":0.000953879,"about_ca_topic_score_gemma":0.0000118802145,"teacher_disagreement_score":0.6533709,"about_ca_system_score_codex":0.00014445244,"about_ca_system_score_gemma":0.000011768947,"threshold_uncertainty_score":0.7975124},"labels":[],"label_agreement":null},{"id":"W1994229798","doi":"10.1016/j.rec.2013.02.011","title":"Atrial Fibrillation and Obstructive Sleep Apnea: Something More Than a Coincidence","year":2013,"lang":"en","type":"editorial","venue":"Revista Española de Cardiología (English Edition)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Kingston General Hospital","funders":"","keywords":"Medicine; Atrial fibrillation; Ablation; Cardiology; Internal medicine; Catheter ablation; Ejection fraction; Obstructive sleep apnea; Pulmonary vein; Heart failure","score_opus":0.011308653206389194,"score_gpt":0.28444743217397384,"score_spread":0.27313877896758465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994229798","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059370123,0.013571544,0.0035163811,0.0005205486,0.9125858,0.005165285,0.0021246132,0.0008132211,0.0023324774],"genre_scores_gemma":[0.061128896,0.0012541908,0.001949608,0.00003958738,0.93183386,0.00012539107,0.0032081646,0.00022903235,0.00023125313],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927155,0.000984135,0.001082635,0.0017414644,0.0022528553,0.0012234442],"domain_scores_gemma":[0.98907256,0.004173506,0.0007381625,0.0012250484,0.0040187705,0.0007719446],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0019645693,0.000990472,0.0023318073,0.0006513429,0.00044607956,0.00057073735,0.0004575485,0.0025253324,0.00014231037],"category_scores_gemma":[0.029067438,0.0009632133,0.0010549228,0.00067617407,0.0010085737,0.00089217053,0.0005025838,0.003461385,0.000085167056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014329449,0.000034949946,0.018230481,0.0035695094,0.0038057705,0.00089031074,0.0022339434,0.00014227976,0.0004541771,0.0013178578,0.9419507,0.025937118],"study_design_scores_gemma":[0.004610833,0.0007637073,0.02512314,0.0012531838,0.0024589733,0.00052386714,0.0014891906,0.0011339816,0.00010848892,0.0005969798,0.960259,0.0016786418],"about_ca_topic_score_codex":0.000099219316,"about_ca_topic_score_gemma":0.0000022188087,"teacher_disagreement_score":0.027102869,"about_ca_system_score_codex":0.0016337965,"about_ca_system_score_gemma":0.0006623792,"threshold_uncertainty_score":0.9992818},"labels":[],"label_agreement":null},{"id":"W1994297374","doi":"10.1016/j.ijporl.2014.07.021","title":"A systematic review and meta-analysis of cohort studies of echocardiographic findings in OSA children after adenotonsilectomy","year":2014,"lang":"en","type":"review","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Medicine; Blinding; Internal medicine; Meta-analysis; Cardiology; Obstructive sleep apnea; Hypoxemia; Pediatrics","score_opus":0.04214409330965933,"score_gpt":0.3868942913306201,"score_spread":0.34475019802096074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994297374","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008479887,0.98916733,0.000017166958,0.000078865865,0.0001469915,0.0019477584,0.00014504365,0.00000411361,0.000012828784],"genre_scores_gemma":[0.017700255,0.98163605,0.00017353235,0.00006529907,0.00017913221,0.00016797542,0.00002901454,0.000034054738,0.000014666979],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9931322,0.001178944,0.0037437212,0.0003953984,0.0012948415,0.0002549161],"domain_scores_gemma":[0.9927889,0.0014709601,0.0033046305,0.00043691508,0.0018682064,0.00013038395],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031284709,0.00045221133,0.014079542,0.006956496,0.0000132640625,0.0000118195785,0.0006686336,0.00030956184,0.00013028787],"category_scores_gemma":[0.0025865743,0.00029735736,0.0045409505,0.0019623758,0.00024094863,0.00011577118,0.00025668455,0.0008881877,0.000003274147],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003892067,0.00011804484,0.070997916,0.28624976,0.6421716,0.00017452627,0.000047444388,5.4313165e-7,3.281256e-7,0.000021843125,0.00003395375,0.000145089],"study_design_scores_gemma":[0.00048278284,0.00023128731,0.014115501,0.00917824,0.97441155,0.0012657295,0.0000067161677,0.0000013723202,6.8938704e-7,0.000015736883,0.00011190176,0.00017851831],"about_ca_topic_score_codex":0.000026682104,"about_ca_topic_score_gemma":0.0000059786707,"teacher_disagreement_score":0.33223987,"about_ca_system_score_codex":0.00020707591,"about_ca_system_score_gemma":0.00019310425,"threshold_uncertainty_score":0.99994785},"labels":[],"label_agreement":null},{"id":"W1994322704","doi":"10.1136/ebn.12.4.111","title":"A very low calorie diet plus lifestyle counselling improved mild obstructive sleep apnoea in overweight patientsCommentary","year":2009,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Bayesian network; Medicine; Conditional probability; Case finding; Computer science; Machine learning; Pathology; Statistics","score_opus":0.029355160826850343,"score_gpt":0.3023270336899948,"score_spread":0.27297187286314445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994322704","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25893447,0.016693166,0.004023017,0.7023354,0.007370341,0.008916515,0.00037581573,0.000527378,0.000823845],"genre_scores_gemma":[0.40344834,0.0008278633,0.006766693,0.5692441,0.015426907,0.0005528784,0.0025687173,0.00077628554,0.00038819495],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99130553,0.0008846622,0.0013561023,0.0019363315,0.0024398838,0.0020774605],"domain_scores_gemma":[0.9948896,0.0019763452,0.0006178365,0.0014823788,0.0005815822,0.00045221637],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00084997655,0.0012273195,0.0017749035,0.0014182768,0.00032598857,0.00019460544,0.0007331674,0.0014640411,0.00024184257],"category_scores_gemma":[0.0005582927,0.0012454207,0.0005913678,0.0013327756,0.00074376434,0.00083438726,0.000060487364,0.0063870316,0.000077188204],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04044755,0.004647994,0.046423584,0.01016179,0.0022620133,0.024264328,0.009690002,0.001174274,0.009853856,0.00003821847,0.61500806,0.23602836],"study_design_scores_gemma":[0.081350215,0.03823727,0.106256664,0.33857572,0.008283802,0.0005836131,0.0039850865,0.16050167,0.043139625,0.0056062276,0.19423045,0.019249655],"about_ca_topic_score_codex":0.00059024285,"about_ca_topic_score_gemma":0.000025134,"teacher_disagreement_score":0.4207776,"about_ca_system_score_codex":0.006859121,"about_ca_system_score_gemma":0.000745247,"threshold_uncertainty_score":0.9998323},"labels":[],"label_agreement":null},{"id":"W1994380071","doi":"10.1016/j.smrv.2015.02.002","title":"Orthodontics treatments for managing obstructive sleep apnea syndrome in children: A systematic review and meta-analysis","year":2015,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":175,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Medicine; Meta-analysis; MEDLINE; Data extraction; CINAHL; Inclusion and exclusion criteria; Neurocognitive; Orthopedic surgery; Sleep apnea; Dentistry; Physical therapy; Internal medicine; Surgery; Cognition; Psychological intervention; Alternative medicine; Psychiatry","score_opus":0.13788392055404944,"score_gpt":0.41386499944325156,"score_spread":0.2759810788892021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994380071","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000011896394,0.9517346,0.0006119374,0.0004922857,0.00010323868,0.04644766,0.00022783442,0.00006130695,0.00031995334],"genre_scores_gemma":[0.0000038069263,0.9838493,0.0020791944,0.00043373456,0.000120105135,0.011237489,0.0012281921,0.00022716637,0.000821012],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9873685,0.0027015698,0.0053019244,0.002053413,0.0014284946,0.0011460714],"domain_scores_gemma":[0.9921624,0.0008226141,0.0028164682,0.0027103128,0.0005830569,0.0009051152],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.007530344,0.0019954576,0.04326531,0.0024298097,0.00012377808,0.00004350451,0.0007590858,0.00049835903,0.00027751157],"category_scores_gemma":[0.0034604098,0.0011345607,0.0057089133,0.0046626055,0.0003970369,0.0001976171,0.0003114463,0.0011462289,0.00010322692],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072877133,0.00010171599,0.000054165514,0.6758592,0.22674881,0.000098312805,0.0000512745,1.0465078e-7,1.1667974e-8,0.000055082037,0.00008180701,0.096942194],"study_design_scores_gemma":[0.0012150365,0.00042783096,0.000024703773,0.09929664,0.8608196,0.0017035137,0.000034164317,0.000025107487,2.1039746e-8,0.000043425604,0.035742782,0.0006671817],"about_ca_topic_score_codex":0.00006784702,"about_ca_topic_score_gemma":0.000026481215,"teacher_disagreement_score":0.63407075,"about_ca_system_score_codex":0.0009577402,"about_ca_system_score_gemma":0.00011334527,"threshold_uncertainty_score":0.99927884},"labels":[],"label_agreement":null},{"id":"W1994451190","doi":"10.1016/j.ajog.2013.08.027","title":"Effect of maternal chronic intermittent hypoxia during gestation on offspring growth in the rat","year":2013,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Offspring; Medicine; Gestation; Internal medicine; Endocrinology; Birth weight; Weaning; Pregnancy; Weight gain; Physiology; Body weight; Biology","score_opus":0.007272252172959795,"score_gpt":0.2673250564664704,"score_spread":0.26005280429351063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994451190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99857616,0.00020748928,0.000022362949,0.0005607474,0.0002959809,0.0002407625,5.9799225e-7,0.0000018488553,0.000094016614],"genre_scores_gemma":[0.99958885,0.00017693994,0.000091652815,0.00007244576,0.00004360386,0.0000074804666,3.8472163e-7,0.000010033313,0.00000858939],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987252,0.00029999638,0.00036848997,0.000106511565,0.00028233565,0.00021749287],"domain_scores_gemma":[0.9957729,0.0035017228,0.00035001492,0.00010161211,0.00017843916,0.00009530154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004936118,0.00009982358,0.0003763695,0.00049639464,0.000029756431,0.000016098611,0.00013705788,0.000031520467,0.000035972902],"category_scores_gemma":[0.0034523674,0.000060425136,0.000067799105,0.00039663157,0.00022262905,0.00007529035,0.000041036004,0.0003897961,0.0000049527907],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020811765,0.00009925935,0.48436645,0.00016821758,0.000090883004,0.00031617453,0.00035814356,0.000016411186,0.022310857,0.000070744616,0.000010151631,0.4919846],"study_design_scores_gemma":[0.0023705515,0.009133163,0.97338104,0.000065429675,0.000039410657,0.00031033624,0.00031504937,0.00021121834,0.01407376,0.000026068885,0.000023646544,0.00005030063],"about_ca_topic_score_codex":0.000048976355,"about_ca_topic_score_gemma":0.000001471483,"teacher_disagreement_score":0.4919343,"about_ca_system_score_codex":0.00024143241,"about_ca_system_score_gemma":0.000040033294,"threshold_uncertainty_score":0.41330555},"labels":[],"label_agreement":null},{"id":"W1994693016","doi":"10.5664/jcsm.2838","title":"Targeted Case Finding for OSA within the Primary Care Setting","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Population; Diabetes mellitus; Type 2 diabetes; Obesity; Epworth Sleepiness Scale; Sleep apnea; Pulse oximetry; Pediatrics; Internal medicine; Emergency medicine; Physical therapy; Apnea; Polysomnography; Environmental health","score_opus":0.06947902341392839,"score_gpt":0.42088561797846624,"score_spread":0.3514065945645378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994693016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97052187,0.0019317182,0.0018533868,0.02095808,0.001963893,0.0013429519,0.0000071545583,0.000021574264,0.001399392],"genre_scores_gemma":[0.9836113,0.000034311026,0.008504274,0.0025374007,0.0051022777,0.000022614006,0.0000144908045,0.0000431947,0.00013015654],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99547726,0.00035612853,0.0024320437,0.00026422026,0.0010392634,0.00043107744],"domain_scores_gemma":[0.990992,0.0047673793,0.0012938197,0.00039921203,0.0019251886,0.0006223846],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005480061,0.00021869731,0.0010746747,0.00019498401,0.00021828979,0.000026209114,0.00030854167,0.00021099417,0.00039987007],"category_scores_gemma":[0.015505405,0.00011017515,0.00044239673,0.00029647598,0.0005344851,0.0002008339,0.000095103256,0.0016431642,0.000022625532],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029484252,0.0004918309,0.20098574,0.0011945016,0.0017140084,0.006124344,0.0043878015,0.00004383575,0.008089734,0.00027609582,0.014664819,0.75907886],"study_design_scores_gemma":[0.08618479,0.029414663,0.7219168,0.004202442,0.0050372025,0.050791122,0.060499907,0.011630495,0.0042726174,0.0030680376,0.021850366,0.0011315482],"about_ca_topic_score_codex":0.000042565585,"about_ca_topic_score_gemma":0.000008021047,"teacher_disagreement_score":0.7579473,"about_ca_system_score_codex":0.00017558392,"about_ca_system_score_gemma":0.0001968715,"threshold_uncertainty_score":0.9927874},"labels":[],"label_agreement":null},{"id":"W1994917627","doi":"10.4103/0970-9185.101895","title":"Anesthetic considerations of parturients with obesity and obstructive sleep apnea","year":2012,"lang":"en","type":"article","venue":"Journal of Anaesthesiology Clinical Pharmacology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Obstructive sleep apnea; Perioperative; Pregnancy; Obesity; Population; Anesthesia; Anesthetic; Sleep apnea; Obstetrics; Airway obstruction; Airway; Internal medicine","score_opus":0.047701687602075736,"score_gpt":0.38661098302720714,"score_spread":0.33890929542513143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994917627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99643826,0.00055500714,0.000102282494,0.001879213,0.00058495783,0.00028637872,0.0000029439077,0.0000072306843,0.00014374619],"genre_scores_gemma":[0.9946341,0.0002017748,0.00348841,0.001179765,0.000465126,0.000004357889,0.0000012929085,0.00001661842,0.000008579139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972985,0.0008713751,0.001006897,0.00019370152,0.00023873207,0.0003908431],"domain_scores_gemma":[0.9963442,0.0015917631,0.0007303388,0.00015498136,0.0006640854,0.0005146207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001441892,0.00016524248,0.0009315427,0.00021360513,0.00007739301,0.0000035736693,0.00010339765,0.00024525847,0.00025311016],"category_scores_gemma":[0.0007420583,0.00011311605,0.0001597633,0.0001401432,0.0017404126,0.00016761468,0.00006239534,0.000854393,0.0000085361735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022088555,0.0012269783,0.98264366,0.000034755325,0.00062141253,0.00031860016,0.0002242226,0.0000073712968,0.0026171703,0.00046350624,0.00034253456,0.00929095],"study_design_scores_gemma":[0.0053766607,0.01097967,0.97376156,0.00001697909,0.00073390664,0.0037927735,0.00021572788,0.0000765119,0.0036131574,0.0008010394,0.00051590457,0.00011612846],"about_ca_topic_score_codex":0.0000031184354,"about_ca_topic_score_gemma":0.0000010438757,"teacher_disagreement_score":0.009752692,"about_ca_system_score_codex":0.000045947614,"about_ca_system_score_gemma":0.00013689537,"threshold_uncertainty_score":0.64126223},"labels":[],"label_agreement":null},{"id":"W1994959587","doi":"10.1002/ppul.21370","title":"Obesity and obstructive sleep apnea syndrome in children: A tale of inflammatory cascades","year":2010,"lang":"en","type":"review","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Jazz Pharmaceuticals","keywords":"Medicine; Obesity; Obstructive sleep apnea; Systemic inflammation; Metabolic syndrome; Inflammation; Sleep apnea; Childhood obesity; Internal medicine; Intensive care medicine; Bioinformatics; Pediatrics; Overweight","score_opus":0.013474431392347126,"score_gpt":0.2901839768390376,"score_spread":0.2767095454466905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994959587","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32365474,0.67439806,0.0000042548468,0.000015089321,0.00019160312,0.0014499227,0.00007234478,0.000032362033,0.00018161115],"genre_scores_gemma":[0.033776943,0.9650718,0.00033303918,0.000006056109,0.00039304182,0.00018936032,0.00009091567,0.0000901432,0.00004869222],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966173,0.0003222559,0.001072138,0.00089981064,0.0003663534,0.00072211586],"domain_scores_gemma":[0.99782026,0.00041719564,0.00062288716,0.00072966446,0.00014363498,0.00026637356],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00043055546,0.0005841543,0.0029515945,0.001821663,0.000056169276,0.000012227163,0.00040253508,0.0015127553,0.00007564972],"category_scores_gemma":[0.0005797912,0.0005183368,0.00034457337,0.0009869216,0.0006018407,0.00011214238,0.0004784499,0.0025435262,0.00006261662],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034254357,0.00022316985,0.34214684,0.010002175,0.00028846008,0.00055775454,0.000061379855,7.295708e-8,0.000004054431,0.00015571059,0.0000051086254,0.64652103],"study_design_scores_gemma":[0.0028051715,0.00078444736,0.92952025,0.0007537813,0.004280677,0.026433716,0.0000623543,0.000019208526,0.0000111063755,0.00048268057,0.033576712,0.0012699116],"about_ca_topic_score_codex":0.0001173771,"about_ca_topic_score_gemma":0.000028318691,"teacher_disagreement_score":0.6452511,"about_ca_system_score_codex":0.0002056009,"about_ca_system_score_gemma":0.00028206414,"threshold_uncertainty_score":0.9997835},"labels":[],"label_agreement":null},{"id":"W1995363470","doi":"10.1164/ajrccm.164.2.2010012","title":"Upper Airway Sensation in Snoring and Obstructive Sleep Apnea","year":2001,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":282,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"ResMed","keywords":"Medicine; Obstructive sleep apnea; Airway; Continuous positive airway pressure; Sensation; Apnea; Anesthesia; Sleep apnea; Hypopnea; Internal medicine; Cardiology; Polysomnography","score_opus":0.020289678999914778,"score_gpt":0.3291374166076384,"score_spread":0.3088477376077236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995363470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99152666,0.0039197905,0.0004999476,0.0027877446,0.000121497585,0.00011977997,0.0000021048972,0.000007783287,0.0010146654],"genre_scores_gemma":[0.9980452,0.000082273524,0.0005251447,0.00082483276,0.0004964679,0.0000029441105,9.850343e-7,0.000017327597,0.0000048428583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982744,0.00020235368,0.00046801034,0.00022398669,0.00053085305,0.00030039944],"domain_scores_gemma":[0.998246,0.0004776262,0.000109866385,0.00013632476,0.00058483944,0.00044530947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005114985,0.00015825576,0.00055779907,0.00042121654,0.000069836104,0.000012237809,0.000061103456,0.000054503464,0.00006768448],"category_scores_gemma":[0.0016433115,0.000118788565,0.000048747577,0.00034790818,0.0016342462,0.00017515797,0.000038741437,0.0005932228,0.0000010482614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007696957,0.000038603594,0.50327706,0.0001037978,0.00003791952,0.001048423,0.002515093,0.0000013601427,0.005426862,0.0005553003,0.00000829126,0.4862176],"study_design_scores_gemma":[0.005124844,0.0114794625,0.8947934,0.00048174665,0.0002616529,0.0030427272,0.07896421,0.00014215568,0.0015852489,0.00039077236,0.003465094,0.00026870373],"about_ca_topic_score_codex":0.000043748907,"about_ca_topic_score_gemma":0.000010906859,"teacher_disagreement_score":0.4859489,"about_ca_system_score_codex":0.000118430624,"about_ca_system_score_gemma":0.00004144059,"threshold_uncertainty_score":0.60214484},"labels":[],"label_agreement":null},{"id":"W1995415109","doi":"10.2310/7070.2002.19160","title":"Indications for Interventional Arteriography in Post-tonsillectomy Hemorrhage","year":2002,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Tonsillectomy; External carotid artery; Ligation; Ligature; Internal carotid artery; Otorhinolaryngology; Embolization; Dissection (medical); Common carotid artery; Carotid arteries","score_opus":0.024482760973045668,"score_gpt":0.30015410614132265,"score_spread":0.27567134516827696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995415109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98916095,0.0007622842,0.0020380158,0.006915286,0.00013358773,0.0003764888,0.0000067114174,0.0000051581396,0.00060148846],"genre_scores_gemma":[0.997573,0.000025803234,0.0018417737,0.0003191029,0.00011291508,0.0000146697885,0.0000038093092,0.0000121229405,0.00009677039],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989322,0.00016700936,0.00041099146,0.000077360295,0.00019796722,0.00021447736],"domain_scores_gemma":[0.9989183,0.0003208195,0.00020589464,0.00016638936,0.00030735167,0.00008122295],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006145308,0.000079884594,0.00024285792,0.0006609742,0.00006348847,0.0000069089083,0.00020819803,0.00006570893,0.0010314323],"category_scores_gemma":[0.00034476054,0.000053596174,0.00021686469,0.0003710337,0.00019196425,0.00008800765,0.00003545252,0.00041513686,0.000027846354],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058642095,0.005931668,0.7267698,0.00050909776,0.0022716175,0.0011762825,0.0071228966,0.00002716061,0.18736085,0.0036210837,0.0049268245,0.054418527],"study_design_scores_gemma":[0.00520123,0.0028986747,0.9783412,0.000051601273,0.00018824435,0.0076020807,0.00041288382,0.0015230603,0.0016198665,0.0010863955,0.00097374985,0.00010097889],"about_ca_topic_score_codex":0.000007020184,"about_ca_topic_score_gemma":0.00001456106,"teacher_disagreement_score":0.25157145,"about_ca_system_score_codex":0.00005504799,"about_ca_system_score_gemma":0.00002642709,"threshold_uncertainty_score":0.99988174},"labels":[],"label_agreement":null},{"id":"W1995695374","doi":"10.1117/12.2006687","title":"Risk assessment of sleeping disorder breathing based on upper airway centerline evaluation","year":2013,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Airway; Breathing; Computer science; Obstructive sleep apnea; Medicine; Airway obstruction; Sleep apnea; Surgery; Cardiology; Anesthesia","score_opus":0.013388251794214677,"score_gpt":0.28519871527373175,"score_spread":0.2718104634795171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995695374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906252,0.000046493835,0.00033627937,0.0038747112,0.00017521338,0.0017044736,0.000045176523,0.000053148302,0.003139316],"genre_scores_gemma":[0.8936751,0.000029953604,0.105499566,0.00010816639,0.00024210964,0.00030579386,0.000022137217,0.00006598397,0.00005121484],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9963359,8.139637e-8,0.0008434662,0.00046555078,0.0019098385,0.00044512164],"domain_scores_gemma":[0.99400216,0.00028866727,0.0005384937,0.00010589418,0.0048945234,0.00017025776],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014669783,0.00033160785,0.0005415421,0.00023864875,0.00009366372,0.0000727873,0.0005517648,0.00024134725,0.00013254928],"category_scores_gemma":[0.0016878959,0.00026359822,0.0007210217,0.00039957924,0.0002454197,0.0005162417,0.00014356278,0.00070245576,0.0000028611998],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031387317,0.0010867101,0.065961376,0.0016733023,0.0014300912,1.6488889e-7,0.00031154422,0.0021731516,0.8215815,0.09613336,0.000803831,0.008531137],"study_design_scores_gemma":[0.0035668558,0.000937885,0.06690358,0.000641918,0.00041415813,0.0000076143997,0.00094998506,0.8559782,0.06963395,0.00048355883,0.00020609399,0.00027619302],"about_ca_topic_score_codex":0.00004585226,"about_ca_topic_score_gemma":1.3131624e-7,"teacher_disagreement_score":0.85380507,"about_ca_system_score_codex":0.00044045472,"about_ca_system_score_gemma":0.00006441593,"threshold_uncertainty_score":0.99998164},"labels":[],"label_agreement":null},{"id":"W1995835613","doi":"10.1164/rccm.201202-0200oc","title":"Continuous Positive Airway Pressure Treatment of Sleepy Patients with Milder Obstructive Sleep Apnea: Results of the CPAP Apnea Trial North American Program (CATNAP) Randomized Clinical Trial","year":2012,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":227,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Canadian Sleep & Circadian Network","funders":"National Heart, Lung, and Blood Institute; University of Pennsylvania; York University; National Jewish Health; Pennsylvania State University; Emory University","keywords":"Medicine; Continuous positive airway pressure; Epworth Sleepiness Scale; Obstructive sleep apnea; Anesthesia; Sleep apnea; Apnea; Airway; Positive airway pressure; Apnea–hypopnea index; Crossover study; Placebo; Internal medicine; Polysomnography; Physical therapy","score_opus":0.02233084204048254,"score_gpt":0.3513298881548645,"score_spread":0.32899904611438197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995835613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924633,0.0018788909,0.00012598453,0.0006876665,0.00073387416,0.0037342855,0.00012584907,0.000013707556,0.00023646485],"genre_scores_gemma":[0.9973335,0.00003452856,0.00074508175,0.00021615178,0.0015188849,0.000084494044,0.000014938349,0.00004445422,0.000007967898],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9922477,0.0028169332,0.0022654973,0.00043074164,0.0016128866,0.0006262282],"domain_scores_gemma":[0.98987687,0.0040635155,0.0018285182,0.0005542387,0.0028284835,0.00084838644],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017127183,0.00045111406,0.0033575555,0.0002580808,0.00012837835,0.0000119608385,0.0002691297,0.00010724558,0.000020332765],"category_scores_gemma":[0.0072344434,0.00022789507,0.0006325856,0.0007709214,0.012129304,0.00017034374,0.00007674009,0.0007347533,5.1501064e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.63271844,0.0019781305,0.11104403,0.00006201083,0.0010655982,0.000022970307,0.0019743163,6.3402916e-7,0.000018637913,0.000043424898,0.000015145302,0.25105664],"study_design_scores_gemma":[0.7002412,0.14138813,0.14694352,0.00016015291,0.0035838168,0.00003407676,0.0062737386,0.000008596744,0.00040963298,0.0000047616845,0.00075208157,0.00020028118],"about_ca_topic_score_codex":0.00010160876,"about_ca_topic_score_gemma":0.00001214568,"teacher_disagreement_score":0.25085637,"about_ca_system_score_codex":0.00011424504,"about_ca_system_score_gemma":0.00021992989,"threshold_uncertainty_score":0.9905591},"labels":[],"label_agreement":null},{"id":"W1995939949","doi":"10.1002/ppul.20944","title":"Inter‐ and intra‐rater reliability of neck circumference measurements in children","year":2008,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Circumference; Repeatability; Reliability (semiconductor); Inter-rater reliability; Pediatrics; Obstructive sleep apnea; Obesity; Internal medicine; Statistics","score_opus":0.030004633283579663,"score_gpt":0.27973166088156326,"score_spread":0.2497270275979836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995939949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982545,0.00040768107,0.000057122335,0.00025977235,0.000075721924,0.0004135627,0.000005105703,0.000019133613,0.0005073949],"genre_scores_gemma":[0.99898046,0.00030930398,0.00050976156,0.000034928962,0.00010266741,0.000021293825,0.000007455345,0.00001185916,0.000022270699],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985965,0.00010739861,0.0003656787,0.00037197632,0.00022553936,0.0003328943],"domain_scores_gemma":[0.99928045,0.00005401151,0.00008046768,0.0003228392,0.00015532905,0.00010690056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027549,0.00012659078,0.00035606808,0.00034639207,0.000028174652,0.000002566927,0.000134025,0.00014554294,0.00009439279],"category_scores_gemma":[0.00054195715,0.00011282516,0.000037491365,0.00036798668,0.0002531156,0.00007693597,0.00013366684,0.00033942392,0.000022784274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013689947,0.00019913589,0.9950591,0.000050754323,0.000019484969,0.000017209772,0.00013384833,7.1916236e-7,0.0012646371,0.000009741782,0.00003450484,0.0030739882],"study_design_scores_gemma":[0.0013495202,0.00026589065,0.996613,0.0000042042984,0.00003222188,0.00021630526,0.0000132678015,0.000053936586,0.00111865,0.0002406691,0.000010603291,0.00008173464],"about_ca_topic_score_codex":0.00022795281,"about_ca_topic_score_gemma":0.00000998304,"teacher_disagreement_score":0.0029922538,"about_ca_system_score_codex":0.0000979757,"about_ca_system_score_gemma":0.00007717881,"threshold_uncertainty_score":0.46008766},"labels":[],"label_agreement":null},{"id":"W1995951332","doi":"10.1007/s11325-008-0232-4","title":"Evaluation of a portable recording device (ApneaLink™) for case selection of obstructive sleep apnea","year":2008,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Respiratory disturbance index; Polysomnography; Apnea; Sleep apnea; Obstructive sleep apnea; Hypopnea; Neurology; Anesthesia","score_opus":0.054837643892129785,"score_gpt":0.3335426844613975,"score_spread":0.2787050405692677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995951332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99049187,0.00037131237,0.0068075033,0.00007369349,0.00013649414,0.0010272203,0.000024062812,0.000027066919,0.001040794],"genre_scores_gemma":[0.9901828,0.0000114020795,0.009529293,0.00001603808,0.0001268526,0.00006239094,0.00002130408,0.000027358346,0.000022549364],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981162,0.00013400005,0.00044113904,0.0003380543,0.00068905903,0.0002815323],"domain_scores_gemma":[0.99751323,0.00022049974,0.0002532364,0.0001812483,0.0017176867,0.00011409303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015699177,0.00015634391,0.0004020052,0.00026603608,0.00023105908,0.00000849639,0.00004953606,0.0001250908,0.00006130831],"category_scores_gemma":[0.0007323695,0.00014769794,0.00010926445,0.00039274417,0.00013037946,0.00024355907,0.000040108076,0.00019152323,8.446081e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000951673,0.0003915288,0.11569502,0.00096904015,0.0012681851,0.00026433446,0.006070444,0.0003290264,0.07917519,0.00046241618,0.000025969339,0.7943972],"study_design_scores_gemma":[0.013712489,0.0018628687,0.045812048,0.00031907877,0.0036984563,0.025027867,0.006779328,0.6470945,0.25295475,0.0020046944,0.00013603113,0.00059789175],"about_ca_topic_score_codex":0.00060453004,"about_ca_topic_score_gemma":0.00004375971,"teacher_disagreement_score":0.7937993,"about_ca_system_score_codex":0.00017268005,"about_ca_system_score_gemma":0.00007722251,"threshold_uncertainty_score":0.60229474},"labels":[],"label_agreement":null},{"id":"W1996115894","doi":"10.5664/jcsm.3522","title":"Modulation of Inflammatory and Hemostatic Markers in Obstructive Sleep Apnea Patients Treated with Mandibular Advancement Splints: A Parallel, Controlled Trial","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Splints; Randomized controlled trial; Sleep apnea; Anesthesia; Internal medicine; Physical therapy; Dentistry; Orthodontics","score_opus":0.021316538712879494,"score_gpt":0.3423439107851256,"score_spread":0.32102737207224613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996115894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99277556,0.0001623572,0.003327262,0.0009844572,0.00034795393,0.0021129786,0.0000022052625,0.0000073276515,0.00027989698],"genre_scores_gemma":[0.9969512,0.000101577745,0.002291396,0.00015852938,0.00040642542,0.00002737531,0.000012618477,0.000030243784,0.000020589965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941682,0.00068032084,0.003140725,0.00032715994,0.001351517,0.0003320647],"domain_scores_gemma":[0.9943115,0.001936464,0.0019590645,0.00029516217,0.0010460616,0.0004517371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003550023,0.0002793832,0.0022199608,0.00044413653,0.00003760413,0.000006851895,0.00014501331,0.00018214155,0.00010701299],"category_scores_gemma":[0.0067594335,0.00017043302,0.00018830977,0.0003201074,0.0006336789,0.00020069009,0.000046363588,0.00072597706,0.0000017102092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.43543702,0.00087985327,0.48338723,0.00012607664,0.0007069975,0.000078357,0.00015706643,0.00020055141,0.0001261685,0.000055948116,0.000013228839,0.078831494],"study_design_scores_gemma":[0.44962823,0.016694164,0.5199946,0.00039329316,0.00042994617,0.000022050952,0.00019337768,0.012200243,0.000025089581,0.0002005666,0.00010713957,0.000111296744],"about_ca_topic_score_codex":0.000014201773,"about_ca_topic_score_gemma":0.000007910767,"teacher_disagreement_score":0.0787202,"about_ca_system_score_codex":0.00013747624,"about_ca_system_score_gemma":0.000057706668,"threshold_uncertainty_score":0.80921614},"labels":[],"label_agreement":null},{"id":"W1996704221","doi":"10.1002/lary.20889","title":"The early postoperative course of surgical sleep apnea patients","year":2010,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Incidence (geometry); Apnea; Oxygen saturation; Respiratory monitoring; Anesthesia; Sleep apnea; Prospective cohort study; Retrospective cohort study; Polysomnography; Surgery; Respiratory system; Internal medicine; Oxygen","score_opus":0.009041137052363852,"score_gpt":0.2869830285675465,"score_spread":0.2779418915151826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996704221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98511744,0.0001338288,0.000007906759,0.005300138,0.00035748398,0.0006939413,0.000024614019,0.000023738481,0.00834091],"genre_scores_gemma":[0.9989258,0.00001556577,0.00006705026,0.00012753025,0.00014433997,0.000027521895,0.00001211171,0.000026287915,0.0006538123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848074,0.00016490332,0.00024873557,0.00019844554,0.0005446978,0.0003624791],"domain_scores_gemma":[0.9982633,0.00042910696,0.0000815625,0.000627275,0.0004613622,0.00013739587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055213843,0.00014754916,0.0002424252,0.000033515287,0.00028283458,0.00003409939,0.00037198988,0.00008750724,0.0002739158],"category_scores_gemma":[0.00018346067,0.00006795296,0.000101542224,0.00025048116,0.00075478555,0.00008086179,0.00017830942,0.0007487936,0.00016412322],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039639077,0.0020269,0.7026829,0.00007117134,0.0010806557,0.00012858392,0.0059475,0.0000025389984,0.08078022,0.0166742,0.003025313,0.18361612],"study_design_scores_gemma":[0.005109382,0.001482545,0.90559196,0.00002354259,0.00013200316,0.00006191315,0.00051201903,0.00075770146,0.048632503,0.0002690326,0.03719928,0.00022813099],"about_ca_topic_score_codex":0.0000875789,"about_ca_topic_score_gemma":0.000046365167,"teacher_disagreement_score":0.20290905,"about_ca_system_score_codex":0.000020012872,"about_ca_system_score_gemma":0.000046008605,"threshold_uncertainty_score":0.3253177},"labels":[],"label_agreement":null},{"id":"W1997150832","doi":"10.2310/7070.2002.19048","title":"Combination Surgical and Mechanical Therapy for Refractory Cases of Obstructive Sleep Apnea","year":2002,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Polysomnography; Otorhinolaryngology; Apnea; Anesthesia; Airway; Surgery","score_opus":0.03648939062658902,"score_gpt":0.31040812922345795,"score_spread":0.27391873859686894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997150832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949397,0.0023496328,0.0004937735,0.0014902314,0.00015156157,0.00039484425,0.000004699063,0.0000047564595,0.00017084525],"genre_scores_gemma":[0.99881446,0.00043193973,0.0005033258,0.000055725493,0.00013580106,0.0000049459763,0.0000013061721,0.000015399275,0.000037075424],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987078,0.00030945908,0.00041014628,0.0000982263,0.0002839323,0.00019045542],"domain_scores_gemma":[0.99741733,0.0014951396,0.00032513356,0.00016386666,0.0004971562,0.00010138204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007482668,0.000104373525,0.00042227196,0.0001590252,0.000067325396,0.000004432145,0.00014187391,0.00012087052,0.0001999534],"category_scores_gemma":[0.00050409534,0.00006368207,0.000115434814,0.00011950034,0.00033385397,0.000099209545,0.000039740928,0.0003888015,0.0000022527488],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04559921,0.005539532,0.07981639,0.00051805284,0.004190368,0.002355449,0.0061273132,0.00001635752,0.39748836,0.03521603,0.00082170236,0.42231125],"study_design_scores_gemma":[0.06931054,0.06085552,0.57470655,0.00017661565,0.0013232525,0.11013754,0.0029345474,0.016660793,0.13617834,0.014383712,0.0126304235,0.00070214126],"about_ca_topic_score_codex":0.0000072398316,"about_ca_topic_score_gemma":0.0000012032231,"teacher_disagreement_score":0.49489018,"about_ca_system_score_codex":0.000047709254,"about_ca_system_score_gemma":0.00001561064,"threshold_uncertainty_score":0.25968796},"labels":[],"label_agreement":null},{"id":"W1997483501","doi":"10.5665/sleep.2716","title":"Contribution of Arousal from Sleep to Postevent Tachycardia in Patients with Obstructive Sleep Apnea","year":2013,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary; Misericordia Community Hospital; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Tachycardia; Arousal; Anesthesia; Obstructive sleep apnea; Heart rate; Airway obstruction; Apnea; Continuous positive airway pressure; Respiratory rate; Cardiology; Sleep (system call); Airway; Blood pressure; Internal medicine; Psychology","score_opus":0.005873874997113003,"score_gpt":0.2401617840703744,"score_spread":0.23428790907326139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997483501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99411935,0.00007301942,0.0013453951,0.0004350002,0.0003139566,0.002765818,0.0001691468,0.0000488581,0.0007294635],"genre_scores_gemma":[0.99745756,8.26111e-7,0.0016508674,0.00014926492,0.00012719564,0.00018619804,0.00035297454,0.00005668495,0.000018441982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968481,0.00016451949,0.0005716029,0.0006303008,0.0010750678,0.0007104291],"domain_scores_gemma":[0.9974506,0.00012742137,0.00018476688,0.00064762775,0.0011683897,0.00042117594],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018621758,0.00033200407,0.00074034656,0.00039188837,0.000058722955,0.00002920691,0.00023493628,0.00018229715,0.0004777478],"category_scores_gemma":[0.00040470102,0.00027748867,0.00013186841,0.0006973751,0.00017269471,0.00028929763,0.00018818145,0.00043686034,0.000358466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016283796,0.0006041099,0.94866145,0.000026410213,0.00035369766,0.00003273936,0.00062620884,0.000106820844,0.0049218317,0.00016327608,0.000036888745,0.04283818],"study_design_scores_gemma":[0.007598538,0.0012222463,0.97996277,0.000059324662,0.0001129659,0.000004122637,0.0003815159,0.0010274037,0.008964931,0.00030964238,0.00008024659,0.0002763196],"about_ca_topic_score_codex":0.0010333736,"about_ca_topic_score_gemma":0.00007070892,"teacher_disagreement_score":0.04256186,"about_ca_system_score_codex":0.0005164721,"about_ca_system_score_gemma":0.000029632061,"threshold_uncertainty_score":0.99996775},"labels":[],"label_agreement":null},{"id":"W1997843288","doi":"10.1177/0272989x14556676","title":"Exploring the Potential Cost-Effectiveness of Patient Decision Aids for Use in Adults with Obstructive Sleep Apnea","year":2014,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Paul's Hospital; Centre for Advancing Health Outcomes; Ottawa Hospital; University of British Columbia; Vancouver Coastal Health Research Institute; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cost effectiveness; Cohort; Obstructive sleep apnea; Randomized controlled trial; Incremental cost-effectiveness ratio; Decision aids; Physical therapy; Quality-adjusted life year; Alternative medicine; Surgery; Internal medicine","score_opus":0.04541206030204751,"score_gpt":0.3295506152217962,"score_spread":0.28413855491974865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997843288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6322469,0.00002313494,0.36581597,0.000028593811,0.0003721709,0.001449227,0.0000063706225,0.00001771378,0.000039893705],"genre_scores_gemma":[0.9707792,0.000009056603,0.028487151,0.0000637416,0.00013217588,0.00046710376,0.00000945233,0.000051026676,0.0000010903877],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952026,0.00045286553,0.00068297365,0.000633348,0.0024934122,0.0005347852],"domain_scores_gemma":[0.98865503,0.009701527,0.00017731186,0.0006229148,0.0005753578,0.000267834],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0023339756,0.00026236466,0.0006222945,0.00041996813,0.0001426202,0.00003898885,0.00035850576,0.00015149858,0.0000725542],"category_scores_gemma":[0.012090951,0.00015525158,0.00017148544,0.0007302244,0.00033729282,0.0003169208,0.00030062677,0.0005847673,0.000007806809],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016115163,0.00019871644,0.019951925,0.00015520256,0.00005805624,0.000080905134,0.00030635082,0.00065008365,0.0003149239,0.00049943826,0.000003481457,0.96166575],"study_design_scores_gemma":[0.021236552,0.0049319533,0.7647244,0.009921599,0.0001451118,0.00023913525,0.001852985,0.18580505,0.00525841,0.0047134142,0.0006807391,0.0004906644],"about_ca_topic_score_codex":0.00003760211,"about_ca_topic_score_gemma":0.000049489056,"teacher_disagreement_score":0.9611751,"about_ca_system_score_codex":0.00021849139,"about_ca_system_score_gemma":0.00005976343,"threshold_uncertainty_score":0.9962306},"labels":[],"label_agreement":null},{"id":"W1997868993","doi":"10.1164/ajrccm.162.3.9906135","title":"Assessment of Upper Airway Dynamics in Awake Patients with Sleep Apnea Using Phrenic Nerve Stimulation","year":2000,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Anesthesia; Obstructive sleep apnea; Phrenic nerve; Stimulation; Apnea; Airway; Hypopnea; Wakefulness; Continuous positive airway pressure; Breathing; Respiratory system; Polysomnography; Internal medicine; Electroencephalography","score_opus":0.014800019855127963,"score_gpt":0.33730690657431217,"score_spread":0.3225068867191842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997868993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99736834,0.0005169945,0.001076345,0.00028054186,0.000051827054,0.00017856383,0.0000088786355,0.000004087093,0.0005144469],"genre_scores_gemma":[0.9979487,0.00000637822,0.0016418047,0.00024190894,0.00013015543,0.0000017049878,0.000006164327,0.000020985739,0.000002165337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783796,0.00022408407,0.00061728735,0.00019237095,0.0008648821,0.00026343873],"domain_scores_gemma":[0.9981629,0.00028726953,0.00017178668,0.00017394243,0.00089970074,0.00030439513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003963992,0.00016284004,0.0006588722,0.00034441001,0.00004781188,0.000006828602,0.00008359604,0.000049221362,0.0002646014],"category_scores_gemma":[0.00028918454,0.00011201151,0.00006203489,0.00048277798,0.0012192708,0.00014893708,0.00001957782,0.0004925353,3.6367223e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041181748,0.00014390209,0.82535434,0.00010682753,0.000039870676,0.00009352624,0.00022268249,0.000112013375,0.0002883878,0.00013938181,9.5358024e-7,0.17308629],"study_design_scores_gemma":[0.005325747,0.010039065,0.9727795,0.00042606148,0.00026354124,0.00006338473,0.00503006,0.005774975,0.00009259526,0.000022426875,0.00005352825,0.00012908544],"about_ca_topic_score_codex":0.000045600147,"about_ca_topic_score_gemma":0.0000075192993,"teacher_disagreement_score":0.1729572,"about_ca_system_score_codex":0.00032707406,"about_ca_system_score_gemma":0.00011407695,"threshold_uncertainty_score":0.45676968},"labels":[],"label_agreement":null},{"id":"W1998101889","doi":"10.1002/lary.23627","title":"Intraoperative ice pack application for uvulopalatoplasty pain reduction: A randomized controlled trial","year":2012,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Western University","funders":"","keywords":"Medicine; Visual analogue scale; Randomized controlled trial; Tonsillectomy; Surgery; Anesthesia","score_opus":0.017016088034838645,"score_gpt":0.3144918202013576,"score_spread":0.2974757321665189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998101889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89045674,0.0012560831,0.040288795,0.010612375,0.0011899701,0.049505603,0.000016736503,0.00016424975,0.0065094433],"genre_scores_gemma":[0.98566693,0.000032803993,0.0010770248,0.00034818807,0.0024843647,0.008993122,0.00004202223,0.00003830955,0.0013172611],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99704003,0.0013511217,0.0005006084,0.0002514017,0.00039138482,0.00046546874],"domain_scores_gemma":[0.9969366,0.0019911886,0.00018359348,0.0004119919,0.0002976339,0.00017894978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074794153,0.00020727699,0.0011024094,0.0000833853,0.00023962835,0.000031918906,0.00013791716,0.00010917811,0.00022131747],"category_scores_gemma":[0.0027662762,0.00011360484,0.00034967187,0.000254155,0.000310483,0.00017079384,0.000045406574,0.00030229404,0.00010736488],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9790538,0.00029225726,0.00010077607,0.000037252426,0.0005568383,4.0771758e-7,0.0008544821,0.0000018545161,0.008471362,0.0037039425,0.00050585775,0.006421164],"study_design_scores_gemma":[0.9863504,0.00041711348,0.000116019204,0.000017841025,0.00046266563,0.000024895302,0.00034900501,0.002997671,0.0050928043,0.00030820107,0.0037318838,0.00013148562],"about_ca_topic_score_codex":0.000025707797,"about_ca_topic_score_gemma":0.000003117008,"teacher_disagreement_score":0.09521016,"about_ca_system_score_codex":0.00011182833,"about_ca_system_score_gemma":0.00007605484,"threshold_uncertainty_score":0.4632671},"labels":[],"label_agreement":null},{"id":"W1998126720","doi":"10.1016/j.ijporl.2014.09.018","title":"I’M SLEEPY: A short pediatric sleep apnea questionnaire","year":2014,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Pediatrics; Sleep apnea; Primary care; Physical therapy; Sleep medicine; Sleep study; Apnea; Apnea–hypopnea index; Family medicine; Sleep disorder; Internal medicine; Psychiatry; Insomnia","score_opus":0.013357689623613686,"score_gpt":0.29944304211491646,"score_spread":0.2860853524913028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998126720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768834,0.0010660788,0.0132702105,0.0022152406,0.0044483333,0.0002465133,0.0000092623395,0.000057367073,0.0018035766],"genre_scores_gemma":[0.9818317,0.0002491575,0.002156684,0.00044168328,0.015157942,0.000009664479,0.000012669334,0.00004801109,0.000092483504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964049,0.00028346383,0.0010314467,0.00034685308,0.0014732904,0.0004600614],"domain_scores_gemma":[0.9963289,0.00031869093,0.00048682492,0.00031186335,0.0021295177,0.0004241892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011365392,0.0002727369,0.0005671767,0.0015436867,0.00007448399,0.000055023025,0.0007969781,0.00027388486,0.00029491505],"category_scores_gemma":[0.0019385737,0.00023971683,0.00038210617,0.00046159493,0.00011464276,0.00037799537,0.00020121105,0.0009831026,0.0001648943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052257825,0.00041923302,0.9766101,0.000051657415,0.0003670399,0.000634277,0.00011597802,0.000033122917,0.00074062217,0.0012353157,0.0011776176,0.018092448],"study_design_scores_gemma":[0.004273188,0.0017176168,0.97915685,0.000015720614,0.00081943424,0.0053423867,0.000040098206,0.0024702747,0.0005087753,0.0010806829,0.0041945763,0.0003804122],"about_ca_topic_score_codex":0.000018135855,"about_ca_topic_score_gemma":0.0000035231064,"teacher_disagreement_score":0.017712036,"about_ca_system_score_codex":0.00033082627,"about_ca_system_score_gemma":0.00018730607,"threshold_uncertainty_score":0.97753686},"labels":[],"label_agreement":null},{"id":"W1998146296","doi":"10.1016/j.resp.2004.11.013","title":"Overnight changes of chemoreflex control in obstructive sleep apnoea patients","year":2005,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Hypercapnia; Medicine; Control of respiration; Obstructive sleep apnea; Hypoxia (environmental); Morning; Arousal; Anesthesia; Evening; Polysomnography; Breathing; Ventilation (architecture); Cardiology; Respiratory system; Internal medicine; Apnea; Psychology","score_opus":0.016323147587057062,"score_gpt":0.2842402492609954,"score_spread":0.26791710167393834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998146296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99720013,0.00017799206,0.00000641875,0.0004487149,0.0002441837,0.00077362533,0.000067062014,0.000042162734,0.0010396953],"genre_scores_gemma":[0.99613327,0.000012166246,0.00007906908,0.0032841084,0.00030573618,0.00007971913,0.000036615005,0.000042653857,0.000026635342],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99733645,0.00054318295,0.00052629405,0.00071501866,0.00018949181,0.00068955775],"domain_scores_gemma":[0.9983914,0.00032344676,0.00027024298,0.00056798605,0.00029844916,0.00014849285],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019692234,0.00031404357,0.0009294573,0.00041068078,0.00004872921,0.0000026224525,0.00027687117,0.00035494342,0.0002771021],"category_scores_gemma":[0.0002870505,0.0002725694,0.0001398906,0.0003357422,0.0007876542,0.00008167722,0.00015377057,0.0006118647,0.00010364832],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014254833,0.00046303155,0.12157753,0.000057276055,0.00011488105,0.000012167093,0.00008185671,0.00003226778,0.8671492,0.00027689335,0.00005333926,0.008756073],"study_design_scores_gemma":[0.0064571938,0.0017501146,0.89483887,0.000014910725,0.00004095428,0.000008116936,0.00002248922,0.00012478145,0.08939357,0.00007430314,0.0070841443,0.00019052804],"about_ca_topic_score_codex":0.000011345104,"about_ca_topic_score_gemma":0.000029967543,"teacher_disagreement_score":0.7777556,"about_ca_system_score_codex":0.00017781263,"about_ca_system_score_gemma":0.000060861148,"threshold_uncertainty_score":0.99997264},"labels":[],"label_agreement":null},{"id":"W1998264837","doi":"10.1016/j.jacc.2006.08.059","title":"The Effects of Continuous Positive Airway Pressure on Myocardial Energetics in Patients With Heart Failure and Obstructive Sleep Apnea","year":2007,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Afterload; Cardiology; Heart failure; Internal medicine; Ejection fraction; Stroke volume; Heart rate; Blood pressure; Anesthesia","score_opus":0.0025800980312243853,"score_gpt":0.22736916663641088,"score_spread":0.2247890686051865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998264837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977244,0.0002567885,0.000107817614,0.0007261046,0.00028325274,0.0005673459,0.00004405594,0.0000019341883,0.00028829783],"genre_scores_gemma":[0.999281,0.000017281056,0.00042908563,0.00007351827,0.00016056852,0.0000029173589,5.63372e-7,0.00001894105,0.000016146434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979405,0.00055487256,0.00045248165,0.00015545583,0.00058949814,0.0003072342],"domain_scores_gemma":[0.9966411,0.0015753554,0.0006821998,0.00028622628,0.0007088267,0.00010629589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061413273,0.00016303733,0.0010332878,0.0001927011,0.00006710559,0.0000032258783,0.00020768949,0.000072104645,6.044451e-7],"category_scores_gemma":[0.0008404404,0.00008518829,0.0002199823,0.00041260215,0.0014822833,0.000038692833,0.000097766635,0.000526731,1.5649441e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011582653,0.00009912514,0.97681546,0.000051534167,0.0016201212,0.000112637215,0.00014568573,0.00021652448,0.0050872727,0.00022507393,0.00025754364,0.0037863625],"study_design_scores_gemma":[0.003697298,0.0075120446,0.97578555,0.00008752104,0.0003058037,0.0002234267,0.00089258194,0.000009727055,0.010754898,0.000043237003,0.0006087526,0.000079159276],"about_ca_topic_score_codex":0.000011396304,"about_ca_topic_score_gemma":0.0000063067364,"teacher_disagreement_score":0.007885355,"about_ca_system_score_codex":0.00008770949,"about_ca_system_score_gemma":0.00007117516,"threshold_uncertainty_score":0.5461535},"labels":[],"label_agreement":null},{"id":"W1998295894","doi":"10.1378/chest.128.4_meetingabstracts.229s","title":"CLINICAL UTILITY OF BIOELECTRIC SIGNALS IN THE DIAGNOSIS OF OBSTRUCTIVE SLEEP APNEA (OSA) IN UNATTENDED SETTINGS","year":2005,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôtel-Dieu de Montréal","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Apnea; Sleep (system call); Sleep apnea; Cardiology; Anesthesia; Intensive care medicine","score_opus":0.051735797481033144,"score_gpt":0.36834764450074586,"score_spread":0.31661184701971273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998295894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940654,0.00063806894,0.000126831,0.0037115368,0.0000798018,0.00040011774,0.000009347052,0.000005244621,0.0009636431],"genre_scores_gemma":[0.9979598,0.00012904158,0.0014416502,0.00017102667,0.00025781055,0.000016091566,0.0000025469265,0.000016191296,0.0000058634764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965449,0.0006720462,0.0012605228,0.00026924306,0.0008029906,0.00045032817],"domain_scores_gemma":[0.9972535,0.001447056,0.00045522835,0.00032488696,0.0003603038,0.00015906527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004173266,0.00016675566,0.0006408555,0.0005078944,0.000045118086,0.000015167815,0.00039316434,0.00017951569,0.0003300667],"category_scores_gemma":[0.002841132,0.00011683933,0.00024760657,0.0011628694,0.00046349745,0.00015621624,0.000068174726,0.0016154345,0.0000074376658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032822427,0.0008710044,0.81203705,0.00009512434,0.00008652014,0.00007223852,0.00096624444,0.0000075317394,0.0018939135,0.000032106433,0.0000957065,0.18351436],"study_design_scores_gemma":[0.0029230008,0.00043091376,0.96929955,0.00009601569,0.000053668897,0.0001956777,0.0013981579,0.001691218,0.02301078,0.0005671058,0.00023903609,0.00009487727],"about_ca_topic_score_codex":0.00003027444,"about_ca_topic_score_gemma":0.00003056047,"teacher_disagreement_score":0.18341948,"about_ca_system_score_codex":0.00014981996,"about_ca_system_score_gemma":0.00012961563,"threshold_uncertainty_score":0.7018349},"labels":[],"label_agreement":null},{"id":"W1998530836","doi":"10.1002/lary.22510","title":"Four‐year outcomes of palatal implants for primary snoring treatment: A prospective longitudinal study","year":2012,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Body mass index; Prospective cohort study; Confounding; Polysomnography; Sleep apnea; Obstructive sleep apnea; Apnea; Surgery; Anesthesia; Internal medicine","score_opus":0.06856605772820981,"score_gpt":0.35821986134832556,"score_spread":0.2896538036201157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998530836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941625,0.0001995295,0.000090394344,0.0001475587,0.00016225965,0.0031601326,0.00006760905,0.000036635807,0.0019733906],"genre_scores_gemma":[0.9984124,0.000008079438,0.00051522837,0.000020162423,0.00024246993,0.00028050435,0.0000148161425,0.0000375137,0.00046886806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985498,0.00007254805,0.00024204188,0.00023328893,0.00039084395,0.0005114784],"domain_scores_gemma":[0.9989488,0.00027115105,0.00009302416,0.00043467458,0.00011835074,0.00013397136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043522078,0.00019700757,0.0004967543,0.00009277124,0.0001343568,0.0000130672315,0.00015224743,0.000044477703,0.00007251152],"category_scores_gemma":[0.00011423317,0.000113315196,0.00014079489,0.00017871152,0.00010858195,0.00016206336,0.00012768837,0.00014228286,0.00004098716],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009587778,0.0010606243,0.9909821,0.000059343936,0.00086582097,0.0000115440425,0.0015836766,2.1775135e-7,0.0014135753,0.00015859239,0.0000137609595,0.0028919738],"study_design_scores_gemma":[0.0046165404,0.0016902494,0.98759115,0.000017293363,0.00034029357,0.000036413116,0.00075487694,0.000007042135,0.004724594,0.000052705767,0.0000704397,0.00009837729],"about_ca_topic_score_codex":0.00013766535,"about_ca_topic_score_gemma":0.000029726423,"teacher_disagreement_score":0.0042498675,"about_ca_system_score_codex":0.000230549,"about_ca_system_score_gemma":0.000041362604,"threshold_uncertainty_score":0.46208596},"labels":[],"label_agreement":null},{"id":"W1999062663","doi":"10.1016/j.rcp.2013.07.001","title":"Prevalencia de dolor en pacientes sometidos a polisomnograma con y sin SAHOS. Un estudio transversal","year":2014,"lang":"es","type":"article","venue":"Revista Colombiana de Psiquiatría","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polysomnography; Population; McGill Pain Questionnaire; Physical therapy; Anesthesia; Apnea; Visual analogue scale","score_opus":0.010799025703621014,"score_gpt":0.28956059736760426,"score_spread":0.27876157166398324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999062663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97805595,0.008448972,0.0034909225,0.0038011214,0.00047046575,0.002911031,0.0002600161,0.00029730378,0.002264186],"genre_scores_gemma":[0.99194413,0.0017650382,0.0026520423,0.00072673545,0.001680725,0.00019120554,0.00006812756,0.00022441823,0.00074759196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99032265,0.0026921304,0.0012299155,0.0014681045,0.0015398217,0.002747377],"domain_scores_gemma":[0.9942315,0.0017453029,0.00045833294,0.0014817353,0.0006004609,0.0014826623],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004433219,0.000966815,0.0017404418,0.0007171453,0.00048586604,0.0005868933,0.0010962689,0.0007984016,0.0010978505],"category_scores_gemma":[0.0042122137,0.0009904109,0.0008245163,0.001574187,0.001047357,0.00029715837,0.00033207142,0.0016319588,0.0006435466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030516572,0.0029095076,0.7114654,0.01133733,0.0033021227,0.0006757163,0.008266099,0.000034985158,0.07129653,0.047457274,0.0053563844,0.13484697],"study_design_scores_gemma":[0.026830563,0.011592355,0.69112086,0.0042443653,0.0075624613,0.00090658857,0.005174303,0.01586017,0.023633754,0.0013938742,0.20770836,0.0039723204],"about_ca_topic_score_codex":0.00053355354,"about_ca_topic_score_gemma":0.000065233246,"teacher_disagreement_score":0.20235197,"about_ca_system_score_codex":0.0027977172,"about_ca_system_score_gemma":0.0009810362,"threshold_uncertainty_score":0.9998153},"labels":[],"label_agreement":null},{"id":"W1999077832","doi":"10.5665/sleep.3048","title":"Remotely Controlled Mandibular Protrusion during Sleep Predicts Therapeutic Success with Oral Appliances in Patients with Obstructive Sleep Apnea","year":2013,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":174,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Oral appliance; Medicine; Obstructive sleep apnea; Polysomnography; Prospective cohort study; Sleep apnea; Apnea; Dentistry; Anesthesia; Surgery","score_opus":0.008635001608804972,"score_gpt":0.24189017728357504,"score_spread":0.23325517567477005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999077832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98742425,0.000211107,0.0007327007,0.00031136422,0.00014868581,0.009604476,0.000018852204,0.00014920291,0.001399328],"genre_scores_gemma":[0.99710387,0.0000047434814,0.0013336216,0.000093567636,0.00012632972,0.0010050877,0.00006653614,0.00012539439,0.00014086379],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99540997,0.00022723859,0.00062531716,0.000997176,0.0016092284,0.0011310772],"domain_scores_gemma":[0.99772775,0.00008635383,0.00031055897,0.0007602331,0.00071427354,0.00040083576],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023918685,0.0006000602,0.0010963486,0.00048334163,0.00024828818,0.00012441009,0.0003889443,0.00022604797,0.00049283745],"category_scores_gemma":[0.00008154177,0.00039406048,0.000114714196,0.00091030024,0.0004510456,0.0006954094,0.00016074446,0.0007884403,0.000105411105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016083103,0.0007036726,0.94501287,0.0002841872,0.00062971,0.00011371506,0.0005483563,0.00022042965,0.0015124704,0.00006197076,0.0000025505592,0.03482694],"study_design_scores_gemma":[0.050467137,0.0017963991,0.9359681,0.00019104806,0.00021553593,0.000027417573,0.00037398995,0.0076318597,0.0026627525,0.00016158806,0.000027438642,0.00047673722],"about_ca_topic_score_codex":0.00023127845,"about_ca_topic_score_gemma":0.000081858896,"teacher_disagreement_score":0.034384035,"about_ca_system_score_codex":0.0004139891,"about_ca_system_score_gemma":0.000045514593,"threshold_uncertainty_score":0.9998511},"labels":[],"label_agreement":null},{"id":"W1999547664","doi":"10.1016/j.jacc.2012.10.055","title":"Contrasting Effects of Lower Body Positive Pressure on Upper Airways Resistance and Partial Pressure of Carbon Dioxide in Men With Heart Failure and Obstructive or Central Sleep Apnea","year":2013,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network; Mount Sinai Hospital; Canadian Sleep & Circadian Network; Toronto Rehabilitation Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Supine position; Anesthesia; Ventilation (architecture); Respiratory minute volume; pCO2; Cardiology; Positive pressure; Apnea; Heart failure; Internal medicine; Respiratory system","score_opus":0.003918501183989691,"score_gpt":0.23001763343670556,"score_spread":0.22609913225271586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999547664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969975,0.0006335734,0.000044657267,0.0009935859,0.00007281009,0.0008402582,0.000060283073,0.000002359632,0.0003549702],"genre_scores_gemma":[0.99922717,0.000022691072,0.0005319986,0.000028286102,0.00011128289,0.000011105245,3.1716877e-7,0.000020118645,0.00004700911],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979245,0.000605468,0.00048516903,0.00021711049,0.00043701511,0.00033075563],"domain_scores_gemma":[0.9974927,0.0008948906,0.0007423689,0.0002369704,0.00049791246,0.0001351953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002685855,0.00018946711,0.0013607845,0.00016494955,0.000032355536,0.0000032703367,0.00014541815,0.00008042687,0.0000038327817],"category_scores_gemma":[0.0006386365,0.000110881345,0.00012997432,0.0002884927,0.0012765541,0.00008186628,0.00008721287,0.00045462514,4.2649557e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02670625,0.00014768283,0.7361178,0.00058535073,0.0029371458,0.00030770048,0.0004559049,0.0005657696,0.23132083,0.00016902314,0.00023628584,0.00045026222],"study_design_scores_gemma":[0.0040508686,0.0048535652,0.9291296,0.00045375476,0.00059043604,0.000571148,0.0012944515,0.0003669,0.058413092,0.000035940473,0.00012771758,0.00011250343],"about_ca_topic_score_codex":0.00008706843,"about_ca_topic_score_gemma":0.000013244277,"teacher_disagreement_score":0.19301184,"about_ca_system_score_codex":0.000047628047,"about_ca_system_score_gemma":0.000098518125,"threshold_uncertainty_score":0.47035164},"labels":[],"label_agreement":null},{"id":"W1999903785","doi":"10.1001/jamaoto.2013.1060","title":"A Case-Control Study of Repeated Adenoidectomy in Children","year":2013,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Adenoidectomy; Tonsillectomy; Medicine; Adenoid; Odds ratio; Pediatrics; Surgery; Internal medicine","score_opus":0.01839568731644098,"score_gpt":0.2767482144111713,"score_spread":0.25835252709473033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999903785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943062,0.0002851377,0.000007722539,0.0004837383,0.00013748092,0.004242568,0.000028936975,0.000118453565,0.00038972896],"genre_scores_gemma":[0.9987276,0.000008247631,0.00010012969,0.0002929481,0.00016256202,0.0005278037,0.000027490187,0.000076427,0.00007679355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99560195,0.0008752249,0.0011879149,0.00081092777,0.0006011664,0.0009228123],"domain_scores_gemma":[0.9965163,0.0012889031,0.0002958023,0.0010730367,0.00048299952,0.00034297962],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011802614,0.0003821547,0.0014715204,0.0012318507,0.00008855351,0.000036787405,0.00022471536,0.0003894056,0.0011020114],"category_scores_gemma":[0.0020084681,0.00034277551,0.00026788717,0.0011754587,0.00024060266,0.0003770439,0.00015782902,0.0010649,0.00019342118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006634138,0.00192862,0.97448343,0.00011669456,0.00057620724,0.010493845,0.0003934576,0.0000035088503,0.0029185612,0.000006237752,0.00042395468,0.007992091],"study_design_scores_gemma":[0.008018628,0.0006465742,0.9751701,0.000116340554,0.00013295129,0.014080895,0.00045796068,0.0005892562,0.0005012326,0.000021225855,0.000010323962,0.00025451105],"about_ca_topic_score_codex":0.0045512016,"about_ca_topic_score_gemma":0.0002575207,"teacher_disagreement_score":0.0077375793,"about_ca_system_score_codex":0.00017003206,"about_ca_system_score_gemma":0.00012035352,"threshold_uncertainty_score":0.9999024},"labels":[],"label_agreement":null},{"id":"W2000033921","doi":"10.1007/s11325-007-0138-6","title":"An orientation session improves objective sleep quality and mask acceptance during positive airway pressure titration","year":2007,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"Associação Fundo de Incentivo à Pesquisa","keywords":"Session (web analytics); Otorhinolaryngology; Medicine; Orientation (vector space); Airway; Sleep (system call); Continuous positive airway pressure; Neurology; Sleep quality; Anesthesia; Audiology; Neurosurgery; Physical medicine and rehabilitation; Surgery; Insomnia; Obstructive sleep apnea; Computer science; Psychiatry","score_opus":0.012715654412815866,"score_gpt":0.32777973979593183,"score_spread":0.315064085383116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000033921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912495,0.00034079415,0.0063061602,0.00013264237,0.00012212651,0.00056910794,0.000014515808,0.0000703207,0.0011948411],"genre_scores_gemma":[0.9977304,0.000017577357,0.0018017874,0.000073801246,0.00022514688,0.000011031194,0.000038805687,0.000022731852,0.00007877066],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9983945,0.00011769853,0.00027268816,0.00050084526,0.00039077457,0.00032350258],"domain_scores_gemma":[0.9991609,0.00010819911,0.00011734217,0.00019985695,0.00019810173,0.00021558993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068200513,0.00017850792,0.00022924718,0.00014762847,0.00034479884,0.00008698327,0.000051881514,0.00013914987,0.000023398346],"category_scores_gemma":[0.00011487293,0.0001560964,0.00003688954,0.00018987819,0.00011529863,0.0008329401,0.000058868754,0.00031985636,0.000002135177],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012551609,0.00016251711,0.09298934,0.00025914962,0.00015780354,0.000057626705,0.012441922,0.000009638443,0.6655611,0.0005203937,6.659485e-7,0.22658472],"study_design_scores_gemma":[0.0017172017,0.00029782119,0.8467805,0.00007010487,0.00010371796,0.000080729274,0.005289823,0.002476339,0.14286356,0.0001481263,0.000004585753,0.00016750592],"about_ca_topic_score_codex":0.00022031709,"about_ca_topic_score_gemma":0.000063653104,"teacher_disagreement_score":0.75379115,"about_ca_system_score_codex":0.00010185717,"about_ca_system_score_gemma":0.0000136125545,"threshold_uncertainty_score":0.6365427},"labels":[],"label_agreement":null},{"id":"W2000309688","doi":"10.1007/s00408-014-9556-y","title":"Carotid Intima Media Thickness in Patients with Obstructive Sleep Apnea: Comparison with a Community-Based Cohort","year":2014,"lang":"en","type":"article","venue":"Lung","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Providence Health Care; Providence Health Care Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Intima-media thickness; Medicine; Cohort; Cardiology; Internal medicine; Sleep apnea; Carotid arteries; Emergency medicine","score_opus":0.012017771102381242,"score_gpt":0.26965378322278666,"score_spread":0.25763601212040543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000309688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99133784,0.000011498014,0.004247148,0.00013267592,0.00010853244,0.0013654289,0.000016247795,0.000078467165,0.0027021447],"genre_scores_gemma":[0.9952881,1.7094504e-7,0.0039741714,0.0001808337,0.000055448687,0.00011447769,0.00031031464,0.000066708155,0.000009771981],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971511,0.000603713,0.00033395409,0.00037403748,0.0010034527,0.0005337672],"domain_scores_gemma":[0.9977237,0.00055019243,0.00014494917,0.0007963187,0.0005400373,0.00024481604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060993124,0.0003037451,0.00066929974,0.00032186188,0.00018461846,0.00003500842,0.00028750274,0.00013947819,0.000047581536],"category_scores_gemma":[0.0002275252,0.00022347958,0.000045948935,0.00068091776,0.00047351117,0.00014881905,0.00010922756,0.0014727344,0.000020879725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001514702,0.00055781537,0.99326456,0.00026713274,0.00014416738,0.0000090895755,0.0016366204,0.0002150242,0.00006634505,0.00012791765,0.000013638157,0.0021830203],"study_design_scores_gemma":[0.008902127,0.000881653,0.98054045,0.00020331766,0.00014593374,0.000005721763,0.0006810729,0.007327716,0.0009840039,0.000021434382,0.000041557094,0.00026500065],"about_ca_topic_score_codex":0.00049400673,"about_ca_topic_score_gemma":0.0005898612,"teacher_disagreement_score":0.012724065,"about_ca_system_score_codex":0.000357414,"about_ca_system_score_gemma":0.00006265434,"threshold_uncertainty_score":0.91132325},"labels":[],"label_agreement":null},{"id":"W2000310209","doi":"10.1164/ajrccm.170.2.950","title":"Diagnostic Access for Sleep Apnea in Spain","year":2004,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Sleep apnea; Sleep (system call); Apnea; Sleep apnea syndromes; Intensive care medicine; Polysomnography; Cardiology; Internal medicine","score_opus":0.03290211396622573,"score_gpt":0.3684827698807491,"score_spread":0.33558065591452335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000310209","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07727696,0.018252637,0.0035460605,0.89793175,0.0010595091,0.0012909726,0.000080554826,0.00002639296,0.0005351766],"genre_scores_gemma":[0.61368865,0.00007074751,0.00043328872,0.3777397,0.007890807,0.000050640123,0.00002581827,0.00009047585,0.000009912308],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99624026,0.0003853825,0.0010492087,0.00046685175,0.0011446336,0.0007136636],"domain_scores_gemma":[0.99205536,0.0054184454,0.00034303285,0.00034732692,0.001322875,0.0005129843],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009420017,0.00042185836,0.0017228394,0.0009771122,0.00007829369,0.00003839519,0.00039243657,0.0003363012,0.00012465291],"category_scores_gemma":[0.013840219,0.00031488616,0.00023746508,0.00054689235,0.0029281862,0.00016593435,0.000093838134,0.0032328719,0.0000023864475],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032629769,0.00036534245,0.0873959,0.011747314,0.0006278123,0.05500675,0.0023391303,0.000010242917,0.00050199224,0.00062579865,0.071682036,0.7664347],"study_design_scores_gemma":[0.02681879,0.08755667,0.049453173,0.010861391,0.003820355,0.0045857728,0.015593428,0.000045163983,0.0006256421,0.0028911124,0.7959085,0.0018399722],"about_ca_topic_score_codex":0.00004724783,"about_ca_topic_score_gemma":0.0000075940766,"teacher_disagreement_score":0.76459473,"about_ca_system_score_codex":0.0004175592,"about_ca_system_score_gemma":0.0003425314,"threshold_uncertainty_score":0.9999303},"labels":[],"label_agreement":null},{"id":"W2000683575","doi":"10.1016/j.cden.2012.01.003","title":"Sleep Bruxism: A Comprehensive Overview for the Dental Clinician Interested in Sleep Medicine","year":2012,"lang":"en","type":"review","venue":"Dental Clinics of North America","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":298,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Sleep Bruxism; Sleep medicine; Medicine; Sleep (system call); Masticatory force; Electromyography; Tooth wear; Arousal; Masseter muscle; Physical medicine and rehabilitation; Dentistry; Physical therapy; Sleep disorder; Psychology; Neuroscience; Insomnia; Psychiatry","score_opus":0.1721479078848532,"score_gpt":0.45238021320793675,"score_spread":0.2802323053230835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000683575","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020062162,0.9896419,0.00018664855,0.00018094313,0.0016242102,0.005653179,0.0005143848,0.000043461485,0.00014907948],"genre_scores_gemma":[0.005482031,0.9899885,0.0006316122,0.00073462765,0.001024773,0.00045275924,0.0014191091,0.00020601168,0.000060547056],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.993051,0.00058448024,0.003268083,0.00094602804,0.0011299946,0.0010204143],"domain_scores_gemma":[0.98980314,0.005881963,0.0019620357,0.0014025561,0.00045367522,0.00049665006],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007947321,0.0009115241,0.005143362,0.00068844843,0.0001228085,0.000019937454,0.0011919984,0.000440547,0.00032334003],"category_scores_gemma":[0.0010932833,0.0006072088,0.0017547136,0.0015479152,0.0016043285,0.00013528793,0.00072092714,0.0019224662,0.00021695861],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003574237,0.000566328,0.023132268,0.0112575255,0.001230464,0.000064559754,0.00012365324,0.0000010299187,2.4076905e-7,0.000021654445,0.00015407255,0.9630908],"study_design_scores_gemma":[0.0033781058,0.0018008611,0.022830138,0.0061739334,0.004730167,0.00022875346,0.00066949456,0.00035180236,3.7573753e-7,0.000010779912,0.95927274,0.0005528716],"about_ca_topic_score_codex":0.00029137547,"about_ca_topic_score_gemma":0.0008797517,"teacher_disagreement_score":0.9625379,"about_ca_system_score_codex":0.00040695703,"about_ca_system_score_gemma":0.00016812174,"threshold_uncertainty_score":0.9996379},"labels":[],"label_agreement":null},{"id":"W2000726520","doi":"10.1097/aln.0b013e318297d89a","title":"Perioperative Auto-titrated Continuous Positive Airway Pressure Treatment in Surgical Patients with Obstructive Sleep Apnea","year":2013,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Anesthesia; Perioperative; Airway; Apnea; Positive airway pressure; Sleep apnea; Surgery","score_opus":0.007383527021287694,"score_gpt":0.24490751347731812,"score_spread":0.23752398645603043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000726520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942443,0.0001805485,0.000005280126,0.00026782334,0.000047239402,0.0024821942,0.000021093017,0.000059813763,0.0026917376],"genre_scores_gemma":[0.9982461,0.0000068879017,0.00029873726,0.00012037614,0.000060539747,0.00044109114,0.00015635332,0.000044748303,0.0006252093],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976362,0.00044070685,0.00033156565,0.00065903296,0.00027829624,0.0006542137],"domain_scores_gemma":[0.998462,0.00027320327,0.00009730248,0.00034162903,0.00059455197,0.00023126835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007983615,0.0003671153,0.0007856751,0.00020811832,0.00009909616,0.000026867408,0.00013016358,0.0002732153,0.00081525027],"category_scores_gemma":[0.00007190347,0.000238273,0.00008563978,0.00032115617,0.00053741917,0.00018758216,0.000042974592,0.00035620685,0.00023876826],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017247491,0.0009056624,0.9686729,0.000016437345,0.00038039754,0.0008024792,0.0019359778,0.00002495526,0.0007768888,0.00027878562,0.000009875684,0.024470901],"study_design_scores_gemma":[0.0074433177,0.006682781,0.98070467,0.000022832908,0.0000945263,0.00020209928,0.0007322316,0.0007972077,0.0022068946,0.000029203766,0.00082837197,0.0002558556],"about_ca_topic_score_codex":0.0011667295,"about_ca_topic_score_gemma":0.00006682199,"teacher_disagreement_score":0.024215046,"about_ca_system_score_codex":0.00023046142,"about_ca_system_score_gemma":0.00008512174,"threshold_uncertainty_score":0.9716491},"labels":[],"label_agreement":null},{"id":"W2001158174","doi":"10.1016/j.resp.2010.01.010","title":"Repeated inspiratory occlusions in anesthetized rats acutely increase blood coagulability as assessed by thromboelastography","year":2010,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Thromboelastography; Medicine; Hemostasis; Anesthesia; Apnea; Thrombelastography; Cardiology; Clotting time; Obstructive sleep apnea; Coagulation; Internal medicine","score_opus":0.012561249504281788,"score_gpt":0.2986401870155264,"score_spread":0.28607893751124464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001158174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99629605,0.00017685065,0.00000221303,0.00037686146,0.0004926411,0.0014132796,0.00008543339,0.00027666302,0.0008799959],"genre_scores_gemma":[0.99443895,0.000021689915,0.000106567044,0.004767369,0.00016535427,0.00019664431,0.00018136656,0.00009282817,0.000029249215],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9937981,0.0020694013,0.0009683934,0.0016871558,0.0002989207,0.001178057],"domain_scores_gemma":[0.9961911,0.0007860189,0.0003175618,0.0017217952,0.0004342706,0.00054926635],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009295961,0.00062905287,0.0013625892,0.000720948,0.00027797202,0.00001913631,0.00061564957,0.0009917242,0.00071524933],"category_scores_gemma":[0.0012676825,0.00056332233,0.00041099227,0.0012454641,0.002307895,0.00017655574,0.00045428265,0.00265383,0.0002120894],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011995654,0.0016607398,0.09350037,0.000048730264,0.00018411336,0.0002668067,0.000040073446,0.0000018524878,0.90214527,0.00023565753,0.00035073364,0.00036608175],"study_design_scores_gemma":[0.0077369097,0.0035457541,0.70354486,0.00002396498,0.00022203833,0.0003334774,0.000045048324,0.000021834601,0.27048686,0.0004408238,0.012974994,0.00062346464],"about_ca_topic_score_codex":0.00018241043,"about_ca_topic_score_gemma":0.00010883052,"teacher_disagreement_score":0.63165843,"about_ca_system_score_codex":0.000070203525,"about_ca_system_score_gemma":0.00044514198,"threshold_uncertainty_score":0.99968183},"labels":[],"label_agreement":null},{"id":"W2001487636","doi":"10.1007/s10439-011-0456-5","title":"Assessment of Obstructive Sleep Apnea and its Severity during Wakefulness","year":2011,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Riverview Hospital; University of Manitoba","funders":"","keywords":"Supine position; Obstructive sleep apnea; Wakefulness; Medicine; Sitting; Polysomnography; Apnea; Population; Anesthesia; Cardiology; Electroencephalography","score_opus":0.041390967406897426,"score_gpt":0.31657239505436335,"score_spread":0.27518142764746595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001487636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960272,0.00023600653,0.002723538,0.00011357994,0.00012340724,0.0002130158,0.00002473816,0.00003701038,0.0005015309],"genre_scores_gemma":[0.9968002,0.00002876714,0.0030463822,0.000011800851,0.000060392947,0.000013970937,0.000006032335,0.000022963335,0.000009483541],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984573,0.00002506826,0.00038200623,0.0002473851,0.0005496664,0.000338533],"domain_scores_gemma":[0.9990456,0.000078250734,0.000089743,0.00020903669,0.00025333156,0.00032400017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032026996,0.0001573258,0.0004379156,0.00029462954,0.000024991412,0.00000313935,0.00012106463,0.00012553176,0.000152501],"category_scores_gemma":[0.0003220043,0.00014287901,0.0000875219,0.00036356848,0.00018616146,0.00011312929,0.00015455017,0.00027956764,0.0000015878222],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004999987,0.0012784718,0.04039788,0.0072662067,0.0018426782,0.0003644791,0.0020628222,0.00004994403,0.86697185,0.0073277005,0.000012809004,0.07192515],"study_design_scores_gemma":[0.00079975935,0.00024431618,0.6842899,0.00012126242,0.00003497491,0.00005527873,0.00012193953,0.019329393,0.2947876,0.000052394633,0.00003417558,0.00012903783],"about_ca_topic_score_codex":0.00001977768,"about_ca_topic_score_gemma":2.2851859e-7,"teacher_disagreement_score":0.643892,"about_ca_system_score_codex":0.000023172306,"about_ca_system_score_gemma":0.000025984757,"threshold_uncertainty_score":0.58264375},"labels":[],"label_agreement":null},{"id":"W2001665668","doi":"10.1378/chest.124.4_meetingabstracts.227s-a","title":"Efficacy and Safety of Empiric Continuous Positive Airway Pressure Therapy in Subjects With Obstructive Sleep Apne","year":2003,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Polysomnography; Positive airway pressure; Airway; Sleep apnea; Intensive care medicine; Apnea; Anesthesia","score_opus":0.01416629319867092,"score_gpt":0.27836103080149055,"score_spread":0.26419473760281964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001665668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932091,0.002384487,0.00036797908,0.000255557,0.000073698575,0.0006573019,0.000008055885,0.0000099842955,0.0030338345],"genre_scores_gemma":[0.99784416,0.0002226815,0.0016868551,0.000042999272,0.00008039285,0.0000065414374,0.0000025606366,0.00003424153,0.00007954486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982546,0.0002489513,0.00034856814,0.0002720035,0.00047986014,0.0003960047],"domain_scores_gemma":[0.9986769,0.0002497679,0.00020038137,0.00019922071,0.00042061025,0.0002531447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047495868,0.00021136284,0.0005095579,0.00026370154,0.00009552941,0.000028588453,0.00010029012,0.00011335137,0.00013096606],"category_scores_gemma":[0.00031770978,0.00015111704,0.000060166334,0.0004237088,0.0003592923,0.00015439824,0.0000237249,0.0008027965,0.0000025477314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013331627,0.0009786501,0.8428421,0.00019095602,0.0012959205,0.0008984803,0.007124044,0.00006666059,0.055905137,0.0004997146,0.000019612096,0.07684709],"study_design_scores_gemma":[0.015147468,0.0018942559,0.9065327,0.00017948884,0.00008493605,0.001927668,0.0010877416,0.000030117631,0.072438665,0.000108584645,0.0004048489,0.00016352447],"about_ca_topic_score_codex":0.000012354886,"about_ca_topic_score_gemma":0.00000722011,"teacher_disagreement_score":0.076683566,"about_ca_system_score_codex":0.00010641519,"about_ca_system_score_gemma":0.00011978278,"threshold_uncertainty_score":0.6162374},"labels":[],"label_agreement":null},{"id":"W2001674204","doi":"10.1136/jech-2014-205217.7","title":"ADIPOSITY SIGNIFICANTLY MODIFIES GENETIC RISK FOR DYSLIPIDEMIA","year":2014,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Stimulation; Polysomnography; Anesthesia; Sleep (system call); Airway; Apnea; Internal medicine","score_opus":0.10394452322325146,"score_gpt":0.41875536831411925,"score_spread":0.31481084509086776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001674204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84161204,0.002019637,0.14291625,0.012018897,0.00040676555,0.0006232304,0.000030076375,0.000025402547,0.00034772902],"genre_scores_gemma":[0.9190638,0.0005925234,0.07555671,0.0041158856,0.00058686436,0.000011343254,0.000013129484,0.00003160394,0.000028109293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98497957,0.011861288,0.0018706084,0.00021954617,0.00025341555,0.0008155883],"domain_scores_gemma":[0.9737511,0.021554716,0.0019490133,0.0010713236,0.0008272656,0.00084653596],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030617654,0.00022940125,0.001721333,0.00033899414,0.00073734194,0.000006909249,0.0005603959,0.0002528536,0.000034712448],"category_scores_gemma":[0.046633534,0.00018020438,0.00042071866,0.00019008342,0.00048526563,0.00008948909,0.00013534867,0.003345439,0.000011990314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016615685,0.00061019696,0.8608532,0.0006895315,0.00063500664,0.0000039901197,0.00071798434,0.0005306959,0.00079896656,0.0021793433,0.007959921,0.123359606],"study_design_scores_gemma":[0.0031894913,0.007273927,0.95173144,0.00017634427,0.00022537306,0.00024035668,0.00047206535,0.0065693394,0.00014488999,0.019456752,0.01035962,0.00016038337],"about_ca_topic_score_codex":0.0021794527,"about_ca_topic_score_gemma":0.00070112565,"teacher_disagreement_score":0.12319922,"about_ca_system_score_codex":0.0005614454,"about_ca_system_score_gemma":0.00042652848,"threshold_uncertainty_score":0.9989539},"labels":[],"label_agreement":null},{"id":"W2001960771","doi":"10.1109/iembs.2011.6090950","title":"Validation of respiratory signal derived from suprasternal notch acceleration for sleep apnea detection","year":2011,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Simon Fraser University","funders":"","keywords":"Accelerometer; Spirometry; SIGNAL (programming language); Acceleration; Respiration; Sleep apnea; Respiratory system; Obstructive sleep apnea; Apnea; Hypopnea; Sleep (system call); Medicine; Anesthesia; Computer science; Polysomnography; Internal medicine; Physics; Anatomy; Asthma","score_opus":0.07806737161639446,"score_gpt":0.3105125558479097,"score_spread":0.23244518423151525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001960771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70197177,0.000010741589,0.29621345,0.00002141047,0.00010105096,0.0005153195,0.000012271402,0.00003098037,0.0011230095],"genre_scores_gemma":[0.99207896,3.899321e-7,0.0074610426,0.00006035645,0.00022508063,0.00006519785,0.000041582116,0.000023383802,0.000043997105],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99882865,0.000068632864,0.00032767167,0.00025421177,0.00033648993,0.00018437338],"domain_scores_gemma":[0.99900645,0.00010399784,0.00012026217,0.00020581322,0.00046967808,0.00009381263],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022178021,0.00011111031,0.00019230717,0.00016601826,0.0000612102,0.000013794196,0.00008071941,0.00011035905,0.0013347467],"category_scores_gemma":[0.00012207158,0.00010003903,0.00008385179,0.00013165614,0.00006203721,0.00023946965,0.000031500356,0.00012121324,0.00002945438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011119309,0.000106863714,0.015835294,0.00003322632,0.00008616505,0.0000015393671,0.00036636286,0.0000040693176,0.9194694,0.000046717327,0.000005509476,0.06293289],"study_design_scores_gemma":[0.0018716161,0.00071565935,0.075023755,0.0000073403335,0.00006849786,0.000002224401,0.00025107453,0.0061402298,0.9155543,0.00024530888,0.000038065806,0.0000819624],"about_ca_topic_score_codex":0.0002647318,"about_ca_topic_score_gemma":0.00004514669,"teacher_disagreement_score":0.2901072,"about_ca_system_score_codex":0.00007847028,"about_ca_system_score_gemma":0.000024232117,"threshold_uncertainty_score":0.9995782},"labels":[],"label_agreement":null},{"id":"W2002316925","doi":"10.1001/archinte.162.8.893","title":"Predictors of Sleep-Disordered Breathing in Community-Dwelling Adults&lt;subtitle&gt;The Sleep Heart Health Study&lt;/subtitle&gt;","year":2002,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1298,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; York University; Strong; Case Western Reserve University; University of Oklahoma; University of Washington; University of Wisconsin-Madison; School of Medicine, Boston University; University of Pittsburgh; Johns Hopkins University; University of California, Davis; University of Minnesota","keywords":"Medicine; Polysomnography; Body mass index; Apnea; Odds ratio; Sleep apnea; Breathing; Population; Cardiorespiratory fitness; Sleep disordered breathing; Confidence interval; Apnea–hypopnea index; Hypopnea; Logistic regression; Physical therapy; Demography; Obstructive sleep apnea; Internal medicine; Anesthesia","score_opus":0.0223751280305252,"score_gpt":0.301108694400983,"score_spread":0.27873356637045776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002316925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98051053,0.002956948,0.0006250065,0.0040196264,0.00039246396,0.0014193571,0.000026765552,0.000050191346,0.009999084],"genre_scores_gemma":[0.9979297,0.00030998435,0.000640672,0.00039896107,0.0003048708,0.00003434873,0.000019604851,0.00006703966,0.00029479834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99528223,0.0010172804,0.0014215158,0.00042062503,0.001197947,0.0006603854],"domain_scores_gemma":[0.9962314,0.0017480026,0.00046589976,0.0010406341,0.00017220124,0.00034186788],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015148451,0.00037426894,0.0011703452,0.00082852214,0.0001855327,0.000010280544,0.00082207966,0.00007952072,0.00062326685],"category_scores_gemma":[0.0012875325,0.00026406793,0.00020255084,0.0005704628,0.0011338831,0.00011300264,0.00037947088,0.0015982494,0.000026394795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032624793,0.004981416,0.7011618,0.0020434216,0.0013069913,0.0001905328,0.15693714,0.00017186195,0.033461593,0.00039664312,0.001291127,0.094794974],"study_design_scores_gemma":[0.026687806,0.020590285,0.83586484,0.010181552,0.00036398717,0.0004570809,0.03957676,0.057099823,0.004776179,0.00069368025,0.003038304,0.00066969875],"about_ca_topic_score_codex":0.004468925,"about_ca_topic_score_gemma":0.0011515389,"teacher_disagreement_score":0.13470303,"about_ca_system_score_codex":0.00011805469,"about_ca_system_score_gemma":0.00004165745,"threshold_uncertainty_score":0.99998116},"labels":[],"label_agreement":null},{"id":"W2002334387","doi":"10.1007/s00330-014-3387-3","title":"Embolization in the management of recurrent secondary post-tonsillectomy haemorrhage in children","year":2014,"lang":"en","type":"article","venue":"European Radiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Medicine; Interventional radiology; Neuroradiology; Tonsillectomy; Embolization; Radiology; General surgery; Surgery; Neurology","score_opus":0.00988188876080655,"score_gpt":0.2634169379361292,"score_spread":0.25353504917532266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002334387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9493923,0.0002312808,0.00024400932,0.00038215498,0.000079861915,0.00056427467,0.0000044093645,0.000012983836,0.04908869],"genre_scores_gemma":[0.99904174,0.000038419446,0.00042654685,0.00027452494,0.00007866301,0.000008504892,0.00006242943,0.000019480622,0.000049676157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799424,0.0010951925,0.00028622008,0.00024074469,0.00014602258,0.000237593],"domain_scores_gemma":[0.999439,0.00008058861,0.000060434308,0.0003437447,0.00004030558,0.000035943183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010273417,0.000100656776,0.00022428302,0.00026542743,0.00002201305,0.000004571086,0.00022145035,0.000029802688,0.000115763876],"category_scores_gemma":[0.00010126049,0.00007352866,0.00004049502,0.0003221783,0.000125012,0.000029082068,0.000089878915,0.00031107894,0.000059456474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048432444,0.00052911846,0.6552749,0.00026895865,0.00021371944,0.0004941236,0.003268119,0.000055325418,0.0027447795,0.0073942766,0.000550203,0.32872215],"study_design_scores_gemma":[0.00200529,0.00034346816,0.99609065,0.00003292958,0.00001895628,0.00023944672,0.00023265311,0.00027953277,0.00009437503,0.000054919783,0.0005443985,0.0000633584],"about_ca_topic_score_codex":0.000015821603,"about_ca_topic_score_gemma":0.000010021291,"teacher_disagreement_score":0.34081578,"about_ca_system_score_codex":0.000048139755,"about_ca_system_score_gemma":0.000010131566,"threshold_uncertainty_score":0.29984117},"labels":[],"label_agreement":null},{"id":"W2002524196","doi":"10.1007/s11325-015-1164-4","title":"Obstructive sleep apnea: underdiagnosed in older adults with severe mental illness?","year":2015,"lang":"en","type":"letter","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Sunnybrook Hospital; University of Toronto; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Neurology; Otorhinolaryngology; Sleep apnea; Mental illness; Pediatrics; Sleep (system call); Intensive care medicine; Psychiatry; Mental health; Internal medicine","score_opus":0.012075223158527363,"score_gpt":0.25786756226425434,"score_spread":0.24579233910572698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002524196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7547792,0.0028220925,0.00019382995,0.21763055,0.0015753502,0.0060908645,0.00037586188,0.00034147484,0.016190764],"genre_scores_gemma":[0.92810637,0.00006227752,0.0012188378,0.06509164,0.002812049,0.00028606685,0.0013050216,0.00032144587,0.0007962739],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955189,0.00021424277,0.00049706025,0.0012887007,0.0014158934,0.0010651925],"domain_scores_gemma":[0.9981987,0.00025031535,0.00021983706,0.000643313,0.0003572198,0.00033060933],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00034195118,0.00077975943,0.0011060805,0.00063972466,0.00020508809,0.00012861742,0.0002703236,0.001026324,0.00017442077],"category_scores_gemma":[0.00011378404,0.0006204293,0.00014535958,0.00051526225,0.00040596133,0.00038478774,0.00029514162,0.003514112,0.000043597567],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060614734,0.0011526268,0.107674345,0.006025762,0.0043444545,0.056382235,0.063171126,0.00002234336,0.00014644244,0.00009522859,0.1364346,0.6184893],"study_design_scores_gemma":[0.2167856,0.007993685,0.2545914,0.022184571,0.0060902964,0.057539202,0.1134834,0.014042651,0.00235008,0.0026164807,0.28538367,0.016938932],"about_ca_topic_score_codex":0.00048199372,"about_ca_topic_score_gemma":0.00008287669,"teacher_disagreement_score":0.6015504,"about_ca_system_score_codex":0.0008130487,"about_ca_system_score_gemma":0.000108522516,"threshold_uncertainty_score":0.9996247},"labels":[],"label_agreement":null},{"id":"W2002548008","doi":"10.1542/peds.105.2.405","title":"Nocturnal Pulse Oximetry as an Abbreviated Testing Modality for Pediatric Obstructive Sleep Apnea","year":2000,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":572,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Pulse oximetry; Polysomnography; Obstructive sleep apnea; Nocturnal; Apnea; Likelihood ratios in diagnostic testing; Sleep apnea; Internal medicine; Diagnostic accuracy; Anesthesia","score_opus":0.03327880776220843,"score_gpt":0.3228294657911263,"score_spread":0.2895506580289179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002548008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99031067,0.0006583298,0.00176317,0.00028263318,0.000358006,0.0014635226,0.00016775411,0.0002679262,0.004727979],"genre_scores_gemma":[0.97636163,0.000079887446,0.018400066,0.00021659973,0.004191524,0.00010350639,0.00015791184,0.00012074657,0.00036812958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960297,0.00017788117,0.0007398565,0.0009191159,0.0010597323,0.0010737376],"domain_scores_gemma":[0.99627066,0.0008686629,0.00023161917,0.0007215934,0.001065474,0.0008420237],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008651938,0.0004548945,0.00063691783,0.0005733916,0.00036853596,0.000105995605,0.00040050969,0.00034183025,0.001224802],"category_scores_gemma":[0.0031066039,0.0004311342,0.00025778275,0.0023884252,0.00012996193,0.00046361546,0.000091373506,0.0008580417,0.0002976619],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013834499,0.0008508185,0.6218623,0.00072718866,0.00013232045,0.00015758454,0.00044358705,0.00019764471,0.000891357,0.00024332403,0.00013258313,0.37297788],"study_design_scores_gemma":[0.011383171,0.0030991226,0.9176039,0.000013871137,0.0022946217,0.00070824544,0.0004478578,0.052049518,0.0018521142,0.0080253,0.00091760623,0.0016046709],"about_ca_topic_score_codex":0.0001689034,"about_ca_topic_score_gemma":0.0000040164364,"teacher_disagreement_score":0.3713732,"about_ca_system_score_codex":0.0003343604,"about_ca_system_score_gemma":0.00018474607,"threshold_uncertainty_score":0.99981403},"labels":[],"label_agreement":null},{"id":"W2002644967","doi":"10.1038/oby.2002.188","title":"Measurement of Sleep Apnea during Obesity Treatment","year":2002,"lang":"en","type":"review","venue":"Obesity Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obesity; Medicine; Sleep apnea; Sleep (system call); Internal medicine; Computer science","score_opus":0.20722532942215577,"score_gpt":0.4173183121759502,"score_spread":0.21009298275379445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002644967","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030000305,0.9840158,0.000010543046,0.00005443901,0.00013180437,0.0046116915,0.00007200506,0.0000775434,0.008026127],"genre_scores_gemma":[0.00762084,0.9883131,0.00015220941,0.0000015907596,0.00044564722,0.0004037098,0.000049618895,0.0001561933,0.002857127],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98835355,0.0017447235,0.0011391682,0.0013245988,0.005753994,0.0016839585],"domain_scores_gemma":[0.99425524,0.00034893194,0.00028585194,0.0021718997,0.0021299357,0.0008081383],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0033894158,0.00076777686,0.0035868993,0.001724447,0.0004471262,0.00007007212,0.0008183451,0.00069205434,0.0013244216],"category_scores_gemma":[0.0009717529,0.0005974072,0.0012839794,0.00200911,0.00067102537,0.000105490886,0.0007344647,0.0020936362,0.0015993742],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102713624,0.0033016028,0.0025689346,0.057414014,0.0016128431,0.00052644406,0.00011234679,2.2339626e-7,0.00012583498,0.000061103274,0.00009899848,0.93407494],"study_design_scores_gemma":[0.0045172432,0.0030587646,0.0065217754,0.020944444,0.002595011,0.0005439134,0.0001499725,0.000095004325,0.002607643,0.000038493217,0.95774686,0.0011808887],"about_ca_topic_score_codex":0.0003696188,"about_ca_topic_score_gemma":0.00005507175,"teacher_disagreement_score":0.95764786,"about_ca_system_score_codex":0.0054726223,"about_ca_system_score_gemma":0.00058156135,"threshold_uncertainty_score":0.99964774},"labels":[],"label_agreement":null},{"id":"W2002723165","doi":"10.1016/s0828-282x(08)70668-8","title":"Acute and chronic effects of continuous positive airway pressure therapy on left ventricular systolic and diastolic function in patients with obstructive sleep apnea and congestive heart failure","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; Cardiology; Ejection fraction; Continuous positive airway pressure; Heart failure; Internal medicine; Diastole; Obstructive sleep apnea; Polysomnography; Stroke volume; Positive airway pressure; Blood pressure; Central sleep apnea; Apnea","score_opus":0.0036937617953990993,"score_gpt":0.2006095093592971,"score_spread":0.196915747563898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002723165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942961,0.004525616,0.00009767856,0.00020168166,0.00011310023,0.0006945878,0.000034833356,0.0000022939726,0.00003413757],"genre_scores_gemma":[0.9996822,0.00008124224,0.000032087635,0.000046833266,0.00012291763,0.0000058649644,0.0000060370708,0.000018521203,0.0000043254354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880654,0.0002630037,0.00021653822,0.000223692,0.00017744889,0.0003127834],"domain_scores_gemma":[0.9987351,0.00018902519,0.00015080118,0.00011346846,0.0004032049,0.0004084375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113427275,0.00017681281,0.0007450825,0.00043856676,0.000079483456,0.00000744447,0.000045931654,0.00015007392,0.000002763649],"category_scores_gemma":[0.00011089697,0.00013562781,0.000054252363,0.00013137067,0.00064421433,0.000097497476,0.000012480576,0.0004242717,3.3911726e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001594333,0.000013095797,0.9874151,0.00008368628,0.0015672699,0.00089514785,0.0007949675,0.00010787809,0.00072172,0.000039329072,0.000048780967,0.0067186872],"study_design_scores_gemma":[0.007149429,0.00710108,0.98110306,0.00013003191,0.00024911494,0.0025648018,0.00009972339,0.000020125632,0.0011229914,0.000013808046,0.00033799832,0.00010781571],"about_ca_topic_score_codex":0.00020658933,"about_ca_topic_score_gemma":0.0001911863,"teacher_disagreement_score":0.007087984,"about_ca_system_score_codex":0.0001687054,"about_ca_system_score_gemma":0.00021910932,"threshold_uncertainty_score":0.5530742},"labels":[],"label_agreement":null},{"id":"W2002929129","doi":"10.1016/j.jdent.2013.05.017","title":"The nocturnal use of complete dentures and sleep stability in edentulous elders","year":2013,"lang":"en","type":"article","venue":"Journal of Dentistry","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Dentures; Epworth Sleepiness Scale; Medicine; Pittsburgh Sleep Quality Index; Dentistry; Quality of life (healthcare); Excessive daytime sleepiness; Cohort; Prosthesis; Population; Sleep (system call); Physical therapy; Sleep quality; Sleep disorder; Polysomnography; Insomnia; Nursing; Psychiatry; Surgery","score_opus":0.04729489097243218,"score_gpt":0.3079734375920952,"score_spread":0.26067854661966305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002929129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99740005,0.0011975733,0.00018523698,0.0006426174,0.00030793343,0.00020807516,0.0000055097075,0.0000020681935,0.000050927756],"genre_scores_gemma":[0.9990281,0.0001277186,0.00067305967,0.00003470183,0.000087917186,0.0000018963048,6.677099e-7,0.00000947822,0.00003646077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983209,0.00012962864,0.00057838403,0.00010319803,0.00064102816,0.00022688559],"domain_scores_gemma":[0.9984652,0.00039138892,0.00032130533,0.00020937376,0.00043840831,0.00017434177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046215716,0.00009692054,0.00028879312,0.00012249986,0.0000621746,0.000109873115,0.00016740327,0.00006430929,0.00017797913],"category_scores_gemma":[0.0006675339,0.00006147559,0.00010656094,0.0001366888,0.0003170556,0.00028189144,0.000085849715,0.00054964895,0.0000044097856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000389042,0.00018831756,0.89529717,0.00012691706,0.00027009216,0.00031944053,0.00022922759,0.000008987288,0.08445143,0.000060925016,0.0004538811,0.018204547],"study_design_scores_gemma":[0.0016184493,0.00022327343,0.9893343,0.000067678666,0.00005721517,0.0016928938,0.00076512125,0.00024036941,0.0052680303,0.0003280618,0.00034851866,0.000056108027],"about_ca_topic_score_codex":0.00011779969,"about_ca_topic_score_gemma":0.00007780105,"teacher_disagreement_score":0.094037086,"about_ca_system_score_codex":0.000101140264,"about_ca_system_score_gemma":0.00004241337,"threshold_uncertainty_score":0.2506902},"labels":[],"label_agreement":null},{"id":"W2003074060","doi":"10.1097/aco.0b013e32832a96e2","title":"Screening for obstructive sleep apnea before surgery: why is it important?","year":2009,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Perioperative; Sleep apnea; Apnea; Sleep study; Physical therapy; Pediatrics; Intensive care medicine; Internal medicine; Polysomnography; Surgery","score_opus":0.1677238895507741,"score_gpt":0.4306308217330091,"score_spread":0.262906932182235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003074060","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008353775,0.99126786,0.00057307456,0.0006658271,0.0033678452,0.0036566514,0.0002579451,0.00007512056,0.000052134626],"genre_scores_gemma":[0.00003424256,0.9943597,0.0008757243,0.00019183551,0.0013425663,0.00075399654,0.0022665723,0.00015187165,0.000023535198],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99398166,0.00055644015,0.0020939722,0.0015284038,0.00051714317,0.0013223917],"domain_scores_gemma":[0.99643075,0.00089712185,0.0009838191,0.0009760209,0.00030948632,0.00040280784],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011090629,0.0009740044,0.0044800113,0.0017125333,0.00014593918,0.000034618533,0.00053731154,0.0010200638,0.00018255843],"category_scores_gemma":[0.00091528666,0.00081358134,0.0015452822,0.0010789956,0.00039744566,0.00012960107,0.00016963258,0.0015628143,0.000055865672],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121809295,0.00017168028,0.0034170311,0.013276817,0.00020196829,0.000017495326,0.00010355805,1.9575545e-7,9.2090374e-8,0.0004677344,0.00703463,0.975187],"study_design_scores_gemma":[0.0008482764,0.0009973767,0.0015271801,0.011194096,0.00031643952,0.00013902601,0.00007761476,0.00017853884,8.2640656e-7,0.0005863748,0.9835315,0.00060275034],"about_ca_topic_score_codex":0.000018409553,"about_ca_topic_score_gemma":0.0000064918036,"teacher_disagreement_score":0.9764969,"about_ca_system_score_codex":0.00046028144,"about_ca_system_score_gemma":0.00038498017,"threshold_uncertainty_score":0.9994315},"labels":[],"label_agreement":null},{"id":"W2003221948","doi":"10.1097/00041552-200405000-00014","title":"Sleep apnea as a risk factor for hypertension","year":2004,"lang":"en","type":"review","venue":"Current Opinion in Nephrology & Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hypertension Canada","funders":"","keywords":"Medicine; Blood pressure; Sleep apnea; Obstructive sleep apnea; Continuous positive airway pressure; Cardiology; Apnea; Internal medicine; Risk factor","score_opus":0.11896193750278605,"score_gpt":0.39728714746575905,"score_spread":0.278325209962973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003221948","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00075430813,0.9825275,0.00039848412,0.0003317015,0.009075798,0.0063220505,0.0003866125,0.0001777749,0.00002576987],"genre_scores_gemma":[0.00065838796,0.9945966,0.0006371232,0.00016759979,0.0016623704,0.0008249437,0.001169451,0.00026412026,0.000019407296],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99357617,0.0006351284,0.0016367636,0.0019583132,0.0008049317,0.0013886774],"domain_scores_gemma":[0.9956468,0.0010688679,0.0007375082,0.0013429845,0.00067071524,0.0005331398],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00059019885,0.0012078248,0.0043172473,0.0015908716,0.0002763448,0.00004029407,0.00051042193,0.0016028144,0.00022770725],"category_scores_gemma":[0.0015176595,0.00094033626,0.0014124934,0.00095840933,0.0004326988,0.00016095919,0.00042984603,0.0027303745,0.0006583557],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043503667,0.00074877165,0.00008181335,0.023110166,0.00032357313,0.00006360968,0.0000511352,0.0000026292016,0.000048550548,0.00011462635,0.00067588745,0.9743442],"study_design_scores_gemma":[0.005450971,0.0012675809,0.00047752325,0.013149259,0.0012201254,0.001891525,0.000025764148,0.00086209574,0.000005906761,0.00026855763,0.9745879,0.00079278706],"about_ca_topic_score_codex":0.000044240966,"about_ca_topic_score_gemma":0.0000036176891,"teacher_disagreement_score":0.973912,"about_ca_system_score_codex":0.00081239437,"about_ca_system_score_gemma":0.00056299556,"threshold_uncertainty_score":0.99969333},"labels":[],"label_agreement":null},{"id":"W2003286699","doi":"10.1378/chest.10037","title":"The Prevalence Rate and Risk of Obstructive Sleep Apnea in Canada","year":2010,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Sleep apnea syndromes; Sleep (system call); Apnea; Pediatrics; Emergency medicine; Internal medicine; Polysomnography","score_opus":0.009891563034819756,"score_gpt":0.25635740234401017,"score_spread":0.24646583930919042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003286699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99816215,0.00044599487,0.000026687561,0.000449108,0.00032810358,0.00013921196,0.0000093073795,0.0000019198665,0.00043753453],"genre_scores_gemma":[0.99898636,0.00038940704,0.0004068436,0.000012117796,0.00012668614,0.000003263713,2.4332064e-7,0.000009944747,0.00006512203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894,0.00011231668,0.00024856618,0.000122065474,0.00031716886,0.00025989852],"domain_scores_gemma":[0.9988559,0.00038624837,0.00016088161,0.0001919578,0.00021381369,0.00019118715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007641353,0.00008674528,0.00016318295,0.00005901297,0.00013874355,0.000022998332,0.00015192802,0.000039335,0.00007496446],"category_scores_gemma":[0.0011719104,0.000054963923,0.000030132376,0.00014625341,0.00026704388,0.00007580787,0.000053313022,0.0012279185,0.0000013662196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001350316,0.000015007619,0.9332212,0.00008567627,0.0000709554,0.000073264964,0.0002297621,0.000003635977,0.012608792,0.000063620944,0.000015213438,0.05347784],"study_design_scores_gemma":[0.0008598123,0.00005050973,0.9869941,0.000020994785,0.000042588097,0.00040909075,0.00053477054,0.00086534926,0.009297487,0.00037933234,0.00049314357,0.000052825242],"about_ca_topic_score_codex":0.058271877,"about_ca_topic_score_gemma":0.33066285,"teacher_disagreement_score":0.27239096,"about_ca_system_score_codex":0.00016562954,"about_ca_system_score_gemma":0.00041721537,"threshold_uncertainty_score":0.9479992},"labels":[],"label_agreement":null},{"id":"W2003426185","doi":"10.1097/mca.0b013e32834df5d0","title":"Obstructive sleep apnea is common among patients referred for coronary artery bypass grafting and can be diagnosed by portable monitoring","year":2011,"lang":"en","type":"article","venue":"Coronary Artery Disease","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; Interquartile range; Polysomnography; Coronary artery disease; Internal medicine; Sleep apnea; Cardiology; Apnea","score_opus":0.030062171908541598,"score_gpt":0.2710909402375693,"score_spread":0.2410287683290277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003426185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99475324,0.00052522053,0.0000739686,0.00019286579,0.00063939125,0.002075065,0.0012473523,0.00014616412,0.00034673352],"genre_scores_gemma":[0.99729204,0.00003078534,0.00034682328,0.0002944139,0.00018942577,0.0005928751,0.00090141775,0.00013104873,0.0002211833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996648,0.00013781966,0.00061448955,0.0009888272,0.0006454744,0.0009653615],"domain_scores_gemma":[0.9970785,0.0003166448,0.00023481785,0.000754422,0.00032535018,0.0012903044],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017290167,0.0005244054,0.00061355095,0.00020556037,0.00043468573,0.000057536767,0.00026871078,0.00016282547,0.00017847722],"category_scores_gemma":[0.00020030774,0.0005369698,0.00020079584,0.00020916038,0.0004549238,0.00066821557,0.0002479796,0.00040656017,0.000010759402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025214828,0.0008408819,0.9655466,0.00019223893,0.00043402144,0.0007371427,0.0014877077,7.69123e-7,0.000587245,0.000010269428,0.0008159997,0.026825642],"study_design_scores_gemma":[0.0055977204,0.00071765826,0.9887616,0.00010517414,0.0004045547,0.0000379414,0.0012616905,0.0008240871,0.0013552924,0.00024838664,0.0001714118,0.0005145035],"about_ca_topic_score_codex":0.00009282689,"about_ca_topic_score_gemma":0.000014843412,"teacher_disagreement_score":0.026311139,"about_ca_system_score_codex":0.00026141887,"about_ca_system_score_gemma":0.00006636984,"threshold_uncertainty_score":0.9997082},"labels":[],"label_agreement":null},{"id":"W2003762366","doi":"10.5664/jcsm.1790","title":"Development and Growth of a Large Multispecialty Certification Examination: Sleep Medicine Certification—Results of the First Three Examinations","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Certification; Medicine; Sleep medicine; Sleep (system call); Family medicine; Medical education; Gerontology; Psychiatry; Sleep disorder; Management","score_opus":0.125691018757784,"score_gpt":0.40214407762731297,"score_spread":0.276453058869529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003762366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9647645,0.001425253,0.005466677,0.024081169,0.0014901161,0.0008320235,0.000014906271,0.000013203331,0.001912205],"genre_scores_gemma":[0.99523664,0.00017257695,0.002351259,0.00021941896,0.0018938908,0.000011955003,0.000019649986,0.000025787072,0.00006882745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99315304,0.0003585798,0.0039520706,0.00028327148,0.0018811084,0.00037193095],"domain_scores_gemma":[0.9913188,0.0024902015,0.0027460142,0.0005616345,0.0024062821,0.0004770211],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009801055,0.0002391576,0.0011524522,0.00040865949,0.00016852631,0.0000048991465,0.00041393584,0.00023157557,0.00026891407],"category_scores_gemma":[0.020286964,0.00013795643,0.0001776794,0.0008499922,0.0014271094,0.0002663443,0.00013622476,0.0007443059,0.0000053265608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010926903,0.0020967536,0.68303686,0.00043664727,0.0005715258,0.000008507015,0.0057891724,0.0000019872523,0.002793374,0.0033531527,0.0009742087,0.2998451],"study_design_scores_gemma":[0.009528489,0.0007823514,0.97662354,0.00057191035,0.00044980872,0.00007480041,0.0007543627,0.0004491726,0.004122358,0.000112529946,0.00642159,0.00010907636],"about_ca_topic_score_codex":0.000024847448,"about_ca_topic_score_gemma":0.00007481838,"teacher_disagreement_score":0.29973602,"about_ca_system_score_codex":0.00014990932,"about_ca_system_score_gemma":0.00011376624,"threshold_uncertainty_score":0.9879656},"labels":[],"label_agreement":null},{"id":"W2003777585","doi":"10.1164/rccm.200502-190oc","title":"Reversibility of Airflow Obstruction by Hypoglossus Nerve Stimulation in Anesthetized Rabbits","year":2005,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Anesthesia; Airway; Hypoglossal nerve; Apnea; Stimulation; Supine position; Obstructive sleep apnea; Genioglossus; Airway resistance; Tongue; Internal medicine","score_opus":0.01962477002221329,"score_gpt":0.33448977105641553,"score_spread":0.31486500103420223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003777585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933765,0.003514314,0.00023478492,0.00243046,0.000084486375,0.00016208379,0.0000057798293,0.0000065454487,0.00018507948],"genre_scores_gemma":[0.9984428,0.000025216183,0.0008733959,0.0003547164,0.00028148675,0.0000017423961,0.000003016699,0.000012774458,0.0000048303386],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997834,0.00032075067,0.00072895363,0.0002081837,0.0006774507,0.00023061958],"domain_scores_gemma":[0.9979133,0.00045879136,0.00021611457,0.00018644884,0.00090209296,0.00032328104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000805663,0.00014325701,0.0006796513,0.00028970177,0.000040237403,0.0000046322207,0.00008447687,0.00006585373,0.000101978214],"category_scores_gemma":[0.0020113743,0.00011066478,0.00008228924,0.0004479084,0.0015768551,0.00017401634,0.000022449383,0.00047280113,9.0723194e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039546224,0.00026150534,0.35181558,0.00037636072,0.00005374534,0.0003231561,0.0016528987,0.000028225826,0.057911146,0.00020689782,0.0001497082,0.58326614],"study_design_scores_gemma":[0.028104102,0.042273387,0.8311731,0.0015429686,0.0008678265,0.0022378298,0.037364855,0.00063936797,0.04678039,0.0005483579,0.00784389,0.000623893],"about_ca_topic_score_codex":0.000039753337,"about_ca_topic_score_gemma":0.0000060611583,"teacher_disagreement_score":0.58264226,"about_ca_system_score_codex":0.00018937326,"about_ca_system_score_gemma":0.00007809301,"threshold_uncertainty_score":0.58099884},"labels":[],"label_agreement":null},{"id":"W2004099331","doi":"10.1046/j.1365-2273.2000.00397.x","title":"A randomised controlled trial of the effect of regional nerve blocks on immediate post-tonsillectomy pain in adult patients","year":2000,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Tonsillectomy; Medicine; Saline; Anesthesia; Surgery; Exact test; Randomized controlled trial; Analysis of variance; Internal medicine","score_opus":0.013610303161321415,"score_gpt":0.3213940302561914,"score_spread":0.30778372709487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004099331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901237,0.00003149854,0.0000012196306,0.0011383062,0.00034446229,0.0073688696,0.000010991861,0.000010997079,0.0009699749],"genre_scores_gemma":[0.99871176,0.000019546264,0.00002259301,0.0005899729,0.0001623488,0.00033730644,0.000022156315,0.000021415926,0.00011292237],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99192214,0.005168711,0.0016040865,0.000406597,0.0005271487,0.0003712982],"domain_scores_gemma":[0.9844173,0.014134673,0.0003935977,0.0005580115,0.00034056985,0.00015582606],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0037232689,0.00021398731,0.0018180683,0.00017712529,0.000032944932,0.0000023356724,0.00028302288,0.00039817573,0.00046588652],"category_scores_gemma":[0.025843602,0.00012186959,0.00088440144,0.000347809,0.0007458018,0.000024332423,0.00006039161,0.00084594736,0.000018851388],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.74261886,0.0013897095,0.24143554,0.00004093034,0.00024168052,0.000025010619,0.000039216087,0.0000030554515,0.00023644582,0.000012629747,0.00010279528,0.0138541125],"study_design_scores_gemma":[0.7773393,0.024181213,0.19696155,0.00008122155,0.0001314748,0.000004193593,0.000005150411,0.00050145463,0.0006344664,0.000020215675,0.00006239127,0.000077355864],"about_ca_topic_score_codex":0.000070686525,"about_ca_topic_score_gemma":0.00001784644,"teacher_disagreement_score":0.04447398,"about_ca_system_score_codex":0.000048093687,"about_ca_system_score_gemma":0.00011379042,"threshold_uncertainty_score":0.98236215},"labels":[],"label_agreement":null},{"id":"W2005277347","doi":"10.1097/aog.0000000000000143","title":"Gestational Diabetes Mellitus and Sleep-Disordered Breathing","year":2014,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre hospitalier universitaire de Québec; Institut universitaire de cardiologie et de pneumologie de Québec; Université du Québec à Montréal","funders":"","keywords":"Gestational diabetes; Epworth Sleepiness Scale; Medicine; Polysomnography; Edinburgh Postnatal Depression Scale; Pittsburgh Sleep Quality Index; Body mass index; Obstetrics; Apnea–hypopnea index; Depression (economics); Gestation; Diabetes mellitus; Sleep apnea; Pregnancy; Hypopnea; Gestational age; Apnea; Physical therapy; Internal medicine; Endocrinology; Insomnia; Psychiatry; Sleep quality; Depressive symptoms","score_opus":0.012416223597482066,"score_gpt":0.2612001928374511,"score_spread":0.24878396923996904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005277347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906887,0.004519258,0.0003628077,0.0012614983,0.00028890744,0.00019360521,0.000006510215,0.000025575042,0.0026531653],"genre_scores_gemma":[0.99729735,0.00031807262,0.0018556113,0.00030117872,0.00004308147,0.000014176034,0.000019333307,0.000015248881,0.00013597909],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990286,0.00007350983,0.00015535591,0.00027340694,0.00017165673,0.00029745346],"domain_scores_gemma":[0.99427897,0.005243412,0.00004396934,0.00013536401,0.00013029178,0.00016799345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024696748,0.00010656442,0.00023601725,0.00022057477,0.000117115094,0.00002832073,0.000044639233,0.00011924054,0.00009856295],"category_scores_gemma":[0.007427793,0.00009523163,0.000024821678,0.0002229661,0.00017698332,0.000055877543,0.000085362095,0.00019284245,0.000014500047],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012026426,0.00008774881,0.27735278,0.00011549889,0.00008922005,0.000024050674,0.00022939795,0.0000028372767,0.001088522,0.010276649,0.00004979699,0.7106715],"study_design_scores_gemma":[0.004039025,0.0008724947,0.93063676,0.000012315249,0.00011562011,0.000049961276,0.00020837286,0.021600468,0.0004780026,0.006242212,0.03549785,0.00024689242],"about_ca_topic_score_codex":0.000008530839,"about_ca_topic_score_gemma":0.0000043131427,"teacher_disagreement_score":0.7104246,"about_ca_system_score_codex":0.00004315989,"about_ca_system_score_gemma":0.00001606761,"threshold_uncertainty_score":0.88922983},"labels":[],"label_agreement":null},{"id":"W2005361608","doi":"10.1109/embc.2012.6346904","title":"A comparison between recording sites of snoring sounds in relation to upper airway obstruction","year":2012,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Apnea; Sleep apnea; Airway; Sound (geography); Acoustics; Obstructive sleep apnea; Bioacoustics; Cluster (spacecraft); Hypopnea; Medicine; Audiology; Speech recognition; Mathematics; Computer science; Cardiology; Physics; Polysomnography; Anesthesia","score_opus":0.06749700871901859,"score_gpt":0.37160525987822673,"score_spread":0.30410825115920814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005361608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881291,0.000047060472,0.002438808,0.00025540768,0.0001396579,0.0003169533,0.0000013544039,0.00003326295,0.008638389],"genre_scores_gemma":[0.98825455,0.0000011895604,0.0111950645,0.000010554895,0.00025645996,0.000010847395,0.000012026307,0.000014481386,0.0002448208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987467,0.000054790937,0.00035780494,0.00016190342,0.00035803491,0.00032074426],"domain_scores_gemma":[0.999312,0.0001790603,0.00006383388,0.00018185152,0.00010659824,0.00015668636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049354206,0.00009348784,0.00028985122,0.0004233412,0.000035428406,0.000007971743,0.000051349576,0.000094747964,0.00029706335],"category_scores_gemma":[0.0003187553,0.00008616258,0.00004884071,0.000523856,0.000029092755,0.00026794412,0.0000612617,0.0002547343,0.00007145871],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007158449,0.000048440892,0.9466454,0.00004141779,0.00002412883,2.6589137e-7,0.00074013206,0.000017621496,0.029546238,0.0004130733,0.00002971991,0.022422025],"study_design_scores_gemma":[0.0005184938,0.00011913416,0.9436172,0.00004427331,0.000024179548,0.0000031231214,0.0010871771,0.00042061968,0.053823296,0.00006867674,0.0001948318,0.00007895142],"about_ca_topic_score_codex":0.00020063166,"about_ca_topic_score_gemma":0.000022685741,"teacher_disagreement_score":0.024277056,"about_ca_system_score_codex":0.0002647124,"about_ca_system_score_gemma":0.000010363715,"threshold_uncertainty_score":0.35136083},"labels":[],"label_agreement":null},{"id":"W2005499940","doi":"10.7326/0003-4819-159-8-201310150-02010","title":"Mandibular advancement device and CPAP did not differ for health outcomes in obstructive sleep apnea","year":2013,"lang":"en","type":"letter","venue":"Annals of Internal Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Randomized controlled trial; Oral appliance; Airway; Sleep apnea; Anesthesia; Positive airway pressure; Apnea; Sleep (system call); Dentistry; Internal medicine","score_opus":0.06239222913378651,"score_gpt":0.3959240598724114,"score_spread":0.3335318307386249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005499940","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09947457,0.0030314918,0.0013823782,0.8919921,0.0007652405,0.0028124312,0.00020668049,0.0000262484,0.0003088664],"genre_scores_gemma":[0.14241518,0.000878982,0.0016596729,0.8481051,0.0029236549,0.0005261205,0.00036240325,0.0001862953,0.002942599],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99538356,0.00016746463,0.001398426,0.00083529373,0.0012512712,0.0009640102],"domain_scores_gemma":[0.9966744,0.0008783384,0.00071455276,0.00061815983,0.0007841693,0.00033038267],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006823724,0.0006332258,0.0023503567,0.00084107794,0.00005327478,0.000015270154,0.0003815707,0.00040925498,0.0003404189],"category_scores_gemma":[0.0008953578,0.0004495235,0.00023216754,0.00019167297,0.00058494374,0.000137915,0.0002124648,0.0016960222,0.000014855982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00517245,0.00071830564,0.17515633,0.016578596,0.0049156034,0.0014002848,0.0033098138,0.0000022614547,0.0034163047,0.00038215937,0.55925953,0.22968835],"study_design_scores_gemma":[0.019861551,0.01352824,0.33398175,0.008343371,0.00046411715,0.0003227108,0.0009528907,0.0010311535,0.008265505,0.0016405336,0.6103265,0.0012816625],"about_ca_topic_score_codex":0.0009403544,"about_ca_topic_score_gemma":0.000033803546,"teacher_disagreement_score":0.22840668,"about_ca_system_score_codex":0.00019874865,"about_ca_system_score_gemma":0.000054196564,"threshold_uncertainty_score":0.9997957},"labels":[],"label_agreement":null},{"id":"W2005667012","doi":"10.2310/7070.2001.20874","title":"Comparison of Postoperative Pain: Tonsillectomy by Blunt Dissection or Electrocautery Dissection","year":2001,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Tonsillectomy; Medicine; Dissection (medical); Blunt; Visual analogue scale; Surgery; Anesthesia; Pain scale; Postoperative pain","score_opus":0.026348607601667903,"score_gpt":0.3520842196515299,"score_spread":0.325735612049862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005667012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853055,0.0005754313,0.009981463,0.0031512727,0.00019816378,0.00033392193,0.0000014099085,0.000011374337,0.00044144868],"genre_scores_gemma":[0.9990183,0.00015023262,0.00015447222,0.00022815671,0.00013652568,0.0000047806534,0.0000053446056,0.000019844903,0.00028234097],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977872,0.0008206243,0.0005989957,0.00012000078,0.00038122488,0.0002919899],"domain_scores_gemma":[0.99818605,0.0005666323,0.00040405913,0.00020270426,0.00052593515,0.000114598195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011872919,0.00014762164,0.0005435094,0.00024415206,0.0001316482,0.000009291003,0.00017862146,0.00012016419,0.00041904039],"category_scores_gemma":[0.0005984479,0.000083722676,0.00011931905,0.0004678557,0.00021188,0.00014499795,0.0000363319,0.00074571534,0.000007898915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011606112,0.0007331616,0.2575986,0.000043394746,0.0005373818,0.00015316816,0.0021121197,0.000026894439,0.7155071,0.000053636413,0.0029850584,0.008643356],"study_design_scores_gemma":[0.0059334696,0.028259637,0.3769816,0.00016650655,0.0005824556,0.03311366,0.0050898558,0.0047568246,0.53715014,0.00019190021,0.007447741,0.0003262393],"about_ca_topic_score_codex":0.000044418393,"about_ca_topic_score_gemma":0.00006555158,"teacher_disagreement_score":0.17835699,"about_ca_system_score_codex":0.00018783165,"about_ca_system_score_gemma":0.00009533279,"threshold_uncertainty_score":0.45881984},"labels":[],"label_agreement":null},{"id":"W2005749697","doi":"10.14219/jada.2013.36","title":"There is no one mandibular advancement device design that fits all for the management of obstructive sleep apnea","year":2014,"lang":"en","type":"letter","venue":"The Journal of the American Dental Association","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Medicine; Oral appliance; Sleep (system call); Randomized controlled trial; Sleep apnea; Apnea; Dentistry; Anesthesia; Internal medicine; Computer science","score_opus":0.03374576282898117,"score_gpt":0.3013146079417397,"score_spread":0.2675688451127585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005749697","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09970616,0.0023577004,0.060044624,0.8268715,0.0023057975,0.0077594947,0.00020975896,0.000030579326,0.0007143696],"genre_scores_gemma":[0.60808736,0.0028986554,0.013852077,0.35904345,0.007242329,0.0002595818,0.00007918662,0.00040353969,0.008133834],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99569124,0.00084303797,0.00066876464,0.00022121375,0.0020818769,0.00049388065],"domain_scores_gemma":[0.9926096,0.0015822307,0.004349088,0.0006408163,0.000759708,0.000058536833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021404997,0.00033518803,0.0008010411,0.00011509689,0.00023280676,0.000040982693,0.0011448713,0.00014747799,0.000062286475],"category_scores_gemma":[0.00016575298,0.00017102457,0.00055151625,0.0003122137,0.00027688566,0.00008970321,0.0002596282,0.0013475942,0.000024427785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0120482575,0.0012929818,0.043451022,0.0032650104,0.10562805,0.00018247537,0.006333648,0.0017980173,0.01034077,0.00009110023,0.6454333,0.17013538],"study_design_scores_gemma":[0.019563152,0.009854976,0.32473448,0.0035428372,0.049632255,0.0008409976,0.016059998,0.006953865,0.046086602,0.003353419,0.5171412,0.0022362105],"about_ca_topic_score_codex":0.000066519526,"about_ca_topic_score_gemma":0.0000041166454,"teacher_disagreement_score":0.5083812,"about_ca_system_score_codex":0.0016796974,"about_ca_system_score_gemma":0.000037976683,"threshold_uncertainty_score":0.697418},"labels":[],"label_agreement":null},{"id":"W2005785413","doi":"10.1371/journal.pone.0121781","title":"Airway Response to Methacholine following Eucapnic Voluntary Hyperpnea in Athletes","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"Canadian Thoracic Society; Université Laval; GlaxoSmithKline; World Health Organization; Genentech; AstraZeneca; Société de Pneumologie de Langue Française; European Respiratory Society; Amgen; Canadian Institutes of Health Research; American Thoracic Society","keywords":"Hyperpnea; Medicine; Methacholine; Athletes; Airway; Airway hyperresponsiveness; Anesthesia; Asthma; Physical therapy; Internal medicine; Respiratory system; Respiratory disease; Lung","score_opus":0.09617965364894918,"score_gpt":0.32241420897126866,"score_spread":0.22623455532231948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005785413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99292135,0.0006277713,0.000033570963,0.004151898,0.00008168285,0.0008497985,0.000010271315,0.00008687831,0.0012367753],"genre_scores_gemma":[0.9837308,0.0000063162324,0.014063062,0.0006667789,0.00020387572,0.00009230837,0.000016478692,0.000058626785,0.0011617308],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9972669,0.00032608645,0.0003263287,0.0004323264,0.0010991113,0.00054927956],"domain_scores_gemma":[0.9982125,0.00036217805,0.00003342439,0.0005673304,0.00022237304,0.00060219766],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017297185,0.00018693884,0.00051258586,0.0005626098,0.000036391448,0.000019378132,0.00020860303,0.0001046501,0.00014806751],"category_scores_gemma":[0.004766808,0.00017809853,0.00009864008,0.00082520605,0.000050885392,0.00014712816,0.00020020771,0.00047211716,0.000805744],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051853973,0.0023799655,0.2040897,0.000083166706,0.00046729835,0.00058927754,0.0020046257,0.00000926049,0.7806012,0.000012289653,0.00027763762,0.0043001994],"study_design_scores_gemma":[0.018972449,0.0051625376,0.53162277,0.001455398,0.0007841457,0.0000475525,0.0030955323,0.004222302,0.43064088,0.00033857932,0.0026016252,0.0010562302],"about_ca_topic_score_codex":0.00017380597,"about_ca_topic_score_gemma":0.000047293528,"teacher_disagreement_score":0.3499603,"about_ca_system_score_codex":0.00050002924,"about_ca_system_score_gemma":0.00013175799,"threshold_uncertainty_score":0.9999722},"labels":[],"label_agreement":null},{"id":"W2005918314","doi":"10.1378/chest.1825416","title":"Predicting Sleep Apnea in the Clinic","year":2014,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Session (web analytics); Sleep apnea; Sleep (system call); COPD; Apnea; Sleep apnea syndromes; Obstructive sleep apnea; Physical therapy; Anesthesia; Internal medicine; Polysomnography; World Wide Web","score_opus":0.03611457726156483,"score_gpt":0.3327592670433717,"score_spread":0.2966446897818069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005918314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720092,0.00014893795,0.0013179686,0.003948276,0.0002959621,0.00016639182,4.9792544e-7,0.000015723714,0.022097047],"genre_scores_gemma":[0.99738896,0.0000130017925,0.0006976185,0.00044768586,0.001305154,0.000005443105,0.0000012742175,0.000016232094,0.0001246597],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847454,0.0002377115,0.00031539003,0.00013479571,0.0005007461,0.00033682532],"domain_scores_gemma":[0.99903643,0.0003763726,0.00009455385,0.00024274651,0.00010097403,0.00014894693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025590307,0.000091373644,0.00017812169,0.00013201061,0.00013438896,0.000061004674,0.00024020756,0.00006828797,0.000331712],"category_scores_gemma":[0.0014471456,0.000055963133,0.00009266771,0.00023627027,0.00010267038,0.00009089989,0.000041246647,0.0012267064,0.00017355419],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011565172,0.00017044393,0.8954997,0.00006549996,0.00005102217,0.00016700893,0.0014883113,0.0000054021016,0.0016473354,0.00009888877,0.00035175675,0.100339],"study_design_scores_gemma":[0.002842655,0.00047513976,0.97248685,0.000063700914,0.00005115808,0.002140875,0.0019090829,0.007133568,0.00064287795,0.00070615625,0.011444215,0.00010371706],"about_ca_topic_score_codex":0.0000046764294,"about_ca_topic_score_gemma":0.000005085866,"teacher_disagreement_score":0.10023528,"about_ca_system_score_codex":0.00007693246,"about_ca_system_score_gemma":0.00002975929,"threshold_uncertainty_score":0.53294975},"labels":[],"label_agreement":null},{"id":"W2006081903","doi":"10.1109/embc.2012.6345865","title":"Bispectral analysis of tracheal breath sounds for Obstructive Sleep Apnea","year":2012,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Obstructive sleep apnea; Polysomnography; Medicine; Gold standard (test); Supine position; Apnea; Breathing; Bispectrum; Anesthesia; Wakefulness; Sleep apnea; Respiratory system; Nose; Audiology; Cardiology; Internal medicine; Electroencephalography; Computer science; Surgery","score_opus":0.02917271367336837,"score_gpt":0.3340182174535362,"score_spread":0.30484550378016784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006081903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9497967,0.00016002408,0.03359561,0.00025694628,0.00014483572,0.00063488836,0.00008786192,0.000054790955,0.01526835],"genre_scores_gemma":[0.98828465,0.0000013518692,0.010761955,0.000048722773,0.00022967433,0.000050734645,0.000080477665,0.000027289409,0.0005151368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982633,0.00004287315,0.0003413301,0.00027049618,0.0004535765,0.0006284522],"domain_scores_gemma":[0.9986557,0.00024351123,0.0000927134,0.00037992198,0.00030382746,0.00032432316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036977182,0.00017159028,0.0006061982,0.00066134776,0.000062541985,0.000010085305,0.000117008014,0.00011758272,0.0008954242],"category_scores_gemma":[0.00017020029,0.00013689847,0.00048533682,0.0012170981,0.0001903506,0.00018231035,0.000039365015,0.00017464698,0.000013450774],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009420398,0.00080563483,0.8947552,0.00013595982,0.008784153,0.0000036970143,0.0018972837,0.000020499796,0.025499957,0.018687591,0.00006716753,0.04840086],"study_design_scores_gemma":[0.0020275468,0.00040799467,0.94117963,0.0000028168872,0.0040579154,0.000024950154,0.0016003677,0.01517176,0.034852248,0.00025419175,0.00022885966,0.00019169826],"about_ca_topic_score_codex":0.000109215616,"about_ca_topic_score_gemma":0.000029783456,"teacher_disagreement_score":0.04820916,"about_ca_system_score_codex":0.00016797661,"about_ca_system_score_gemma":0.000019686926,"threshold_uncertainty_score":0.9804267},"labels":[],"label_agreement":null},{"id":"W2006355334","doi":"10.1109/iembs.2011.6091676","title":"Detailed analysis of the relationship between tracheal breath sounds and airflow in relation to OSA during wake and sleep","year":2011,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Wake; Medicine; Sitting; Sleep (system call); Sound (geography); Airflow; Audiology; Acoustics; Mechanics; Computer science; Engineering; Physics","score_opus":0.05553740489188285,"score_gpt":0.3030639163307757,"score_spread":0.24752651143889282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006355334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99712074,0.000037327718,0.00038848768,0.0002860239,0.000008935647,0.0003114075,0.0000049870423,0.000011880809,0.0018302242],"genre_scores_gemma":[0.9987724,0.0000010683143,0.0010243143,0.000010863773,0.000015331003,0.000008608747,0.0000057113134,0.000008597572,0.00015314594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990596,0.00009281673,0.00025473844,0.00020689456,0.00023216059,0.00015376302],"domain_scores_gemma":[0.9993155,0.00024340815,0.000046606427,0.00022908185,0.000058255628,0.00010715314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036603157,0.000080139456,0.00024323717,0.00048651738,0.000066823784,0.000007139326,0.00005023325,0.000080287326,0.00007673527],"category_scores_gemma":[0.00036464256,0.000056237506,0.000052119285,0.0010340051,0.00008218862,0.00009137211,0.000063339336,0.00019949797,0.0000021078288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077949895,0.000024447296,0.9952623,0.00002523432,0.0002033297,0.0000018762204,0.0019131575,0.000006194301,0.0007172339,0.0003816511,2.6993447e-7,0.0013863104],"study_design_scores_gemma":[0.0008184324,0.000053380227,0.99585587,0.00001238984,0.0005505515,0.000003702401,0.00026259635,0.0009957381,0.0011383762,0.0002550874,4.5466746e-7,0.000053448883],"about_ca_topic_score_codex":0.00017832745,"about_ca_topic_score_gemma":0.0008964044,"teacher_disagreement_score":0.0016770782,"about_ca_system_score_codex":0.000065727974,"about_ca_system_score_gemma":0.000008527826,"threshold_uncertainty_score":0.2293299},"labels":[],"label_agreement":null},{"id":"W2006473956","doi":"10.1002/ppul.20811","title":"Pulse rate and pulse rate variability decrease after adenotonsillectomy for obstructive sleep apnea","year":2008,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Pulse oximetry; Heart rate; Heart rate variability; Internal medicine; Polysomnography; Cardiology; Respiratory rate; Sleep apnea; Tachycardia; Anesthesia; Apnea; Blood pressure","score_opus":0.015455923885869123,"score_gpt":0.2697495149788134,"score_spread":0.25429359109294425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006473956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916502,0.0011552396,0.0021724687,0.001419507,0.0004226712,0.0021608244,0.000118241354,0.00012991976,0.00077092863],"genre_scores_gemma":[0.9940034,0.00029980636,0.0031184128,0.00034767523,0.0008522262,0.0009474792,0.00006356686,0.00007717513,0.0002902543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962962,0.00056787475,0.0006103096,0.0011562608,0.0002615737,0.001107757],"domain_scores_gemma":[0.99619937,0.001513914,0.00018010757,0.0007495234,0.0005775423,0.0007795332],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009033805,0.00044931003,0.000817453,0.00057333865,0.00029550973,0.000025465915,0.00022503822,0.0004386232,0.0006908148],"category_scores_gemma":[0.005056696,0.0004143812,0.00020302525,0.0007531625,0.0006576993,0.000239582,0.00025758648,0.0006647423,0.000101029866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0084649855,0.00072462263,0.96449125,0.0004401114,0.00037540906,0.0013744424,0.0006082188,0.00000535106,0.0031397797,0.0003749954,0.00031416464,0.019686688],"study_design_scores_gemma":[0.005839358,0.000721775,0.9828807,0.0000037830268,0.0005686745,0.0011415633,0.00008183983,0.0025596516,0.0014329443,0.0031603458,0.001094521,0.0005148223],"about_ca_topic_score_codex":0.00011214163,"about_ca_topic_score_gemma":0.0000125192455,"teacher_disagreement_score":0.019171866,"about_ca_system_score_codex":0.0002572441,"about_ca_system_score_gemma":0.00027668403,"threshold_uncertainty_score":0.9998308},"labels":[],"label_agreement":null},{"id":"W2006523183","doi":"10.1042/cs20060038","title":"Influences of the breathing route on upper airway dynamics properties in normal awake subjects with constant mouth opening","year":2006,"lang":"en","type":"article","venue":"Clinical Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Mouthpiece; Airway resistance; Airway; Breathing; Anesthesia; Medicine; Genioglossus; Wakefulness; Ventilation (architecture); Respiratory system; Chemistry; Internal medicine; Dentistry","score_opus":0.037550748415238436,"score_gpt":0.33857404779793604,"score_spread":0.3010232993826976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006523183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920157,0.000023740899,0.00002472693,0.00068368955,0.00010459421,0.00039928826,0.000004187427,0.000012964239,0.0067311004],"genre_scores_gemma":[0.9991352,0.0000022239205,0.00052889436,0.00012526086,0.00003744367,0.000007025312,5.606441e-7,0.0000070470423,0.00015632554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977201,0.00010429803,0.00046528186,0.0003815495,0.0009355424,0.00039322593],"domain_scores_gemma":[0.9989355,0.0002587844,0.00013221809,0.00034985156,0.00021973351,0.00010391446],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017829514,0.00010826382,0.00026701027,0.00010237239,0.00016719343,0.00004765328,0.0004758744,0.000057636673,0.000011187902],"category_scores_gemma":[0.0010321642,0.00005360795,0.00005686581,0.0009144023,0.0036329716,0.00024987917,0.00022444682,0.00047637566,0.0000056750705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001701736,0.00014482145,0.98854357,0.000019649393,0.000005022136,0.000019252942,0.00016502153,0.00042416793,0.0025551012,0.0013455116,8.298675e-7,0.0066068806],"study_design_scores_gemma":[0.0010531431,0.00033339602,0.9775062,0.0003791533,0.0000120059285,0.000021658032,0.0005486828,0.012524333,0.007450762,0.00007284407,0.0000075442363,0.000090269015],"about_ca_topic_score_codex":0.000732276,"about_ca_topic_score_gemma":0.00038892165,"teacher_disagreement_score":0.012100165,"about_ca_system_score_codex":0.00016804377,"about_ca_system_score_gemma":0.00043644334,"threshold_uncertainty_score":0.9990786},"labels":[],"label_agreement":null},{"id":"W2006674768","doi":"10.5665/sleep.1860","title":"Early Treatment of Obstructive Apnea and Stroke Outcome","year":2012,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Stroke (engine); Medicine; Apnea; Cardiology; Pediatrics; Internal medicine","score_opus":0.03661800599220887,"score_gpt":0.30968990085830317,"score_spread":0.2730718948660943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006674768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8514888,0.0029878374,0.00010756162,0.12710005,0.0016535609,0.0029620454,0.0009898131,0.00012745912,0.012582847],"genre_scores_gemma":[0.9500261,0.000097783166,0.0021726147,0.025404131,0.0073136855,0.00021780538,0.00051700254,0.00030154886,0.013949346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974311,0.00010460317,0.00047816514,0.0005188951,0.00077117054,0.0006960781],"domain_scores_gemma":[0.99847543,0.00015168164,0.00023321903,0.0007107744,0.00021520596,0.00021371525],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000092627735,0.0004605193,0.0010492041,0.00038479824,0.000053968593,0.000020538146,0.00013939166,0.00069306215,0.00041095057],"category_scores_gemma":[0.000063836385,0.0003624946,0.00028948256,0.00014140904,0.00040363264,0.00009647581,0.00009957079,0.0009218282,0.00011570331],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005068731,0.00051675434,0.81646365,0.0012503265,0.0032302847,0.0011513128,0.002004161,2.1640496e-7,0.0032520525,0.0001345242,0.010694078,0.16079578],"study_design_scores_gemma":[0.0077666664,0.003371363,0.55352175,0.000084653584,0.0024440177,0.00033520418,0.0002836846,0.000034542132,0.00588483,0.000116787676,0.42527077,0.0008857155],"about_ca_topic_score_codex":0.00015809553,"about_ca_topic_score_gemma":0.0000019927743,"teacher_disagreement_score":0.41457668,"about_ca_system_score_codex":0.0003736944,"about_ca_system_score_gemma":0.00002964235,"threshold_uncertainty_score":0.9998827},"labels":[],"label_agreement":null},{"id":"W2006847952","doi":"10.1080/15402000701190614","title":"The Effect of One Versus Two Nights of In-Laboratory Continuous Positive Airway Pressure Titration on Continuous Positive Airway Pressure Compliance","year":2007,"lang":"en","type":"article","venue":"Behavioral Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Continuous positive airway pressure; Compliance (psychology); Titration; Airway; Anesthesia; Medicine; Chemistry; Psychology","score_opus":0.024067110088887716,"score_gpt":0.34657214016285093,"score_spread":0.3225050300739632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006847952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884958,0.0030662753,0.00016355325,0.0006296944,0.0007253486,0.003236815,0.00017576254,0.000052929354,0.0034538195],"genre_scores_gemma":[0.99890226,0.000027395483,0.00011059775,0.000045443576,0.00035008843,0.00006340532,0.00011072049,0.00006083636,0.00032927265],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9954881,0.0005334452,0.0009937222,0.00062071416,0.0016228906,0.0007411145],"domain_scores_gemma":[0.99570835,0.0015385043,0.0005460604,0.0007411478,0.0011585179,0.00030743217],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018612178,0.00046420837,0.0013032156,0.0003522828,0.00017513467,0.000013017442,0.00037225208,0.00027484397,0.00012910602],"category_scores_gemma":[0.00055379426,0.00031909347,0.00015613688,0.00078741886,0.0013719657,0.0001563269,0.00009184202,0.0009370317,0.000016355823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07822192,0.0031768358,0.23970369,0.0008121477,0.001546619,0.0008340621,0.0038290936,0.000074096395,0.51200086,0.0016307811,0.00057092495,0.157599],"study_design_scores_gemma":[0.028616473,0.027902065,0.46012655,0.0016168288,0.0018646492,0.000019721429,0.00067592843,0.00019527148,0.47823653,0.00001198607,0.0003729087,0.00036106844],"about_ca_topic_score_codex":0.00076702336,"about_ca_topic_score_gemma":0.0003680312,"teacher_disagreement_score":0.22042288,"about_ca_system_score_codex":0.00019288094,"about_ca_system_score_gemma":0.00006470447,"threshold_uncertainty_score":0.9999261},"labels":[],"label_agreement":null},{"id":"W2006865276","doi":"10.1042/cs1040231","title":"Augmented sympathetic neural response to simulated obstructive apnoea in human heart failure","year":2003,"lang":"en","type":"article","venue":"Clinical Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Heart failure; Medicine; Baroreceptor; Chemoreceptor; Blood pressure; Cardiology; Sympathetic activity; Sympathetic nervous system; Stimulation; Anesthesia; Internal medicine; Heart rate","score_opus":0.052579356369193885,"score_gpt":0.4300730216599513,"score_spread":0.37749366529075745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006865276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949597,0.000012500951,0.000039789025,0.0032676745,0.00025261185,0.0008052345,0.0000030425674,0.000052150805,0.0006072781],"genre_scores_gemma":[0.99782026,3.6858754e-7,0.0013458773,0.0005908149,0.000038449016,0.000011487473,0.0000011120221,0.000016873655,0.00017474483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99614847,0.00066696963,0.000638966,0.0008628447,0.0009096853,0.00077304454],"domain_scores_gemma":[0.9973231,0.0008359619,0.0000659237,0.00064368534,0.00033752256,0.00079381606],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004494775,0.00017225412,0.00041185616,0.00039387835,0.00021285505,0.0000548453,0.00038471114,0.00012296367,0.00022724138],"category_scores_gemma":[0.013009826,0.00014410225,0.00011786214,0.0025424284,0.0015007084,0.00018294105,0.00017879102,0.0006722119,0.00017292259],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015217568,0.00085022615,0.57834625,0.000017416469,0.000021691634,0.00021584076,0.0005394754,0.00061359775,0.4124519,0.0011007594,0.00011383663,0.0042072614],"study_design_scores_gemma":[0.0033575217,0.0018204412,0.97266656,0.00006624047,0.000016505819,0.00005088568,0.0005058744,0.003637931,0.014579671,0.00046367498,0.002582504,0.00025219598],"about_ca_topic_score_codex":0.000030016614,"about_ca_topic_score_gemma":0.00001374586,"teacher_disagreement_score":0.39787224,"about_ca_system_score_codex":0.00034187819,"about_ca_system_score_gemma":0.00023040487,"threshold_uncertainty_score":0.995304},"labels":[],"label_agreement":null},{"id":"W2007098163","doi":"10.1109/iembs.2011.6090177","title":"Obstructive sleep apnea prediction during wakefulness","year":2011,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Wakefulness; Supine position; Obstructive sleep apnea; Apnea; Medicine; Breathing; Population; Computer science; Pattern recognition (psychology); Audiology; Anesthesia; Artificial intelligence; Electroencephalography","score_opus":0.030429216252853043,"score_gpt":0.2651295432374726,"score_spread":0.23470032698461957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007098163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9110752,0.000024374802,0.002963167,0.000059429243,0.00032604748,0.0004387687,0.00000955348,0.00023583844,0.08486762],"genre_scores_gemma":[0.9962059,0.0000016109676,0.002406482,0.00003107379,0.00021009779,0.00006070074,0.000010728122,0.000036275098,0.0010370811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985004,0.000042604992,0.00023680802,0.00038037528,0.00043411343,0.00040568883],"domain_scores_gemma":[0.99904406,0.000024843306,0.000045465993,0.00040317938,0.00023935997,0.00024307246],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012197362,0.00016287937,0.00022202685,0.00020813948,0.000121219484,0.000012055704,0.00011585205,0.00011252286,0.0032777244],"category_scores_gemma":[0.000106106985,0.0001358553,0.00009298471,0.0003127184,0.00016246848,0.00023104376,0.000100677215,0.00030605827,0.00032099133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025204523,0.0008107759,0.77818954,0.00038668956,0.0008934635,0.00050308084,0.0064447555,0.0000041046355,0.10458207,0.008346027,0.000085193664,0.09723383],"study_design_scores_gemma":[0.0015921737,0.00016993556,0.7470022,0.000011159845,0.000057150177,0.00020603323,0.0015995834,0.0007144811,0.24804617,0.00041628047,0.00006308489,0.00012172921],"about_ca_topic_score_codex":0.00008847852,"about_ca_topic_score_gemma":0.000005290361,"teacher_disagreement_score":0.1434641,"about_ca_system_score_codex":0.00015863527,"about_ca_system_score_gemma":0.000015830119,"threshold_uncertainty_score":0.9976334},"labels":[],"label_agreement":null},{"id":"W2007220585","doi":"10.1007/bf03016434","title":"A novel closed-loop system to administer propofolcomparison with manual control","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal; McGill University","funders":"","keywords":"Closed loop; Computer science; Control (management); Control system; Control theory (sociology); Control engineering; Engineering; Artificial intelligence; Electrical engineering","score_opus":0.0197483280647915,"score_gpt":0.25486685784046853,"score_spread":0.23511852977567704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007220585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894418,0.000342619,0.0005123435,0.007313234,0.00025076975,0.00075812184,0.000015043662,0.000020417448,0.0013456119],"genre_scores_gemma":[0.99509907,0.000003834724,0.0025042896,0.00030102438,0.0011394916,0.000012295027,0.0000036877714,0.00012267414,0.0008136515],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99514836,0.00017968426,0.001182725,0.0004090689,0.0014583486,0.0016218028],"domain_scores_gemma":[0.9888539,0.00009577633,0.00066736777,0.00046134525,0.0021602036,0.0077614565],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012241927,0.0005336529,0.001286626,0.0017578688,0.00077372545,0.00015321499,0.00071947323,0.0002465849,0.00018065606],"category_scores_gemma":[0.00020692997,0.00041182892,0.0003573157,0.0008656404,0.00047484477,0.0004049725,0.000011656303,0.001552327,0.00007106069],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019237732,0.000109515,0.049880274,0.00011769952,0.00042683913,0.9420498,0.0014172911,0.00019436893,0.00029147574,0.00026683504,0.0018387154,0.0014833974],"study_design_scores_gemma":[0.0049165273,0.0051492294,0.06218483,0.0004769419,0.00028607086,0.9184194,0.001882854,0.000116695905,0.00021797247,0.0000030377785,0.0059277127,0.00041868136],"about_ca_topic_score_codex":0.0058647003,"about_ca_topic_score_gemma":0.009283233,"teacher_disagreement_score":0.023630368,"about_ca_system_score_codex":0.002706958,"about_ca_system_score_gemma":0.008183242,"threshold_uncertainty_score":0.99983335},"labels":[],"label_agreement":null},{"id":"W2007616848","doi":"10.1111/j.1559-4572.2008.00046.x","title":"Obstructive Sleep Apnea Is Highly Prevalent and Correlates With Impaired Glycemic Control in Consecutive Patients With the Metabolic Syndrome","year":2009,"lang":"en","type":"article","venue":"Journal of the CardioMetabolic Syndrome","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hypertension Canada","funders":"","keywords":"Medicine; Obstructive sleep apnea; Glycemic; Polysomnography; Body mass index; Internal medicine; Sleep apnea; Hypopnea; Apnea; Metabolic syndrome; Hemoglobin; Cardiology; Obesity; Insulin","score_opus":0.0055627614243535335,"score_gpt":0.2243173608931434,"score_spread":0.2187545994687899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007616848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98851746,0.005865616,0.000098576355,0.0033647097,0.0002882154,0.0016654283,0.00006999394,0.000017583401,0.00011242615],"genre_scores_gemma":[0.9988994,0.00010641063,0.00015216474,0.0006203198,0.00007440412,0.000024524572,0.0000020709545,0.000051626248,0.00006910389],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959593,0.00051530596,0.0007291561,0.0004242309,0.0016754054,0.0006966105],"domain_scores_gemma":[0.99698216,0.0003134122,0.0007587565,0.00070970546,0.00089038356,0.00034556855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007790497,0.00048713473,0.001710715,0.0007475886,0.0001958672,0.000080347556,0.000550073,0.0001535877,0.000027169894],"category_scores_gemma":[0.00022333745,0.00022808478,0.00038484315,0.001724978,0.00074912666,0.00037875367,0.00010426945,0.0011879924,0.000006773566],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013128944,0.0007184935,0.9555595,0.00010238267,0.008177407,0.0019080287,0.0038181625,0.0003420076,0.0010972602,0.00032233668,0.000118637305,0.014706858],"study_design_scores_gemma":[0.016322155,0.0024888306,0.95783687,0.000190484,0.0018144337,0.019673958,0.0006366865,0.00014680147,0.0001679363,0.0001562959,0.00029691972,0.00026861983],"about_ca_topic_score_codex":0.000037518243,"about_ca_topic_score_gemma":0.0000033476774,"teacher_disagreement_score":0.01776593,"about_ca_system_score_codex":0.0002434219,"about_ca_system_score_gemma":0.00019426426,"threshold_uncertainty_score":0.93010277},"labels":[],"label_agreement":null},{"id":"W2007777264","doi":"10.1016/j.sleep.2012.01.004","title":"Sleep apnea-plus: Prevalence, risk factors, and association with cardiovascular diseases using United States population-level data","year":2012,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Sleep apnea; Odds ratio; Population; Internal medicine; Obstructive sleep apnea; Obesity; National Health and Nutrition Examination Survey; Depression (economics); Cross-sectional study; Insomnia; Diabetes mellitus; Confounding; Physical therapy; Psychiatry; Endocrinology; Environmental health","score_opus":0.05278982581474623,"score_gpt":0.3134669453091428,"score_spread":0.2606771194943966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007777264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841472,0.0075965086,0.0058575026,0.00028733996,0.00031045356,0.0008947595,0.0007392154,0.00010263029,0.00006441258],"genre_scores_gemma":[0.99302256,0.00041702957,0.0011131718,0.000085033265,0.0008055624,0.00001340276,0.0044118837,0.000065634755,0.00006571974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99613667,0.00035273875,0.00041242543,0.00057352555,0.0018232613,0.0007014004],"domain_scores_gemma":[0.9970373,0.00046454408,0.0002713827,0.0012026284,0.0004018193,0.00062234286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013356037,0.00034814046,0.00075911847,0.00045560612,0.00026349552,0.00002752053,0.00023611388,0.00014209008,0.00017306035],"category_scores_gemma":[0.0021440953,0.00023432169,0.000077466946,0.0008390366,0.00023769916,0.0006228434,0.00023658425,0.00044374508,0.000007810902],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016100741,0.00011256142,0.9910894,0.00030526702,0.0017152753,0.000012462881,0.0006484038,0.0002625823,0.000053056036,0.000018170513,0.0001263178,0.00549547],"study_design_scores_gemma":[0.0037062264,0.00024148016,0.9350766,0.00015215318,0.004161464,0.000032774402,0.0012159671,0.053766534,0.000059900543,0.000023231338,0.001300762,0.00026290407],"about_ca_topic_score_codex":0.0030558112,"about_ca_topic_score_gemma":0.000023056218,"teacher_disagreement_score":0.056012824,"about_ca_system_score_codex":0.0005174304,"about_ca_system_score_gemma":0.000026880483,"threshold_uncertainty_score":0.9555361},"labels":[],"label_agreement":null},{"id":"W2007917266","doi":"10.1152/ajpheart.00345.2014","title":"Menstrual cycle and sex effects on sympathetic responses to acute chemoreflex stress","year":2014,"lang":"en","type":"article","venue":"American Journal of Physiology-Heart and Circulatory Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research","keywords":"Menstrual cycle; Internal medicine; Medicine; Follicular phase; Blood pressure; Endocrinology; Heart rate; Physiology; Hormone","score_opus":0.009244844147581215,"score_gpt":0.29068158833576996,"score_spread":0.28143674418818876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007917266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99884117,0.000086414206,0.000003645582,0.0006143215,0.00015885013,0.00021009761,0.000007394956,0.000018241866,0.000059890033],"genre_scores_gemma":[0.9973361,0.000025963689,0.00032434642,0.0017984052,0.00045254623,0.0000096703825,0.0000032501612,0.000033414148,0.000016322858],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9979155,0.0005579702,0.00033731523,0.00047205607,0.00025003197,0.00046712538],"domain_scores_gemma":[0.9982488,0.00055709266,0.00022137736,0.0003701091,0.00014411834,0.00045848353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033867004,0.00026783228,0.0010025308,0.00028307145,0.000121796336,0.000010305879,0.00013691849,0.00009573546,0.000021654234],"category_scores_gemma":[0.00015129987,0.00020907,0.00013973501,0.00019591262,0.0009862762,0.00006387456,0.00010839588,0.0004964133,0.000018886507],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092611223,0.00011586877,0.004667176,0.00006209948,0.00029900338,0.000003909056,0.00031624446,0.000011488301,0.9810157,0.000111939524,0.000044636236,0.01242582],"study_design_scores_gemma":[0.0015382782,0.008251267,0.9363137,0.00007782167,0.00013697273,0.00038459525,0.00032441644,0.00013814929,0.05160687,0.0006918415,0.00033688656,0.00019918563],"about_ca_topic_score_codex":0.000007947709,"about_ca_topic_score_gemma":3.3341755e-7,"teacher_disagreement_score":0.9316465,"about_ca_system_score_codex":0.00005517938,"about_ca_system_score_gemma":0.000052161355,"threshold_uncertainty_score":0.8525627},"labels":[],"label_agreement":null},{"id":"W2007963555","doi":"10.1371/journal.pone.0107901","title":"The Proinflammatory RAGE/NF-κB Pathway Is Involved in Neuronal Damage and Reactive Gliosis in a Model of Sleep Apnea by Intermittent Hypoxia","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Institute of Neurosciences, Mental Health and Addiction; Université Claude Bernard Lyon 1; Ministerio de Ciencia, Tecnología e Innovación Productiva; Secretaría de Ciencia y Técnica, Universidad de Buenos Aires; International Brain Research Organization; Universidad de Buenos Aires; Agencia Nacional de Promoción Científica y Tecnológica; Consejo Nacional de Investigaciones Científicas y Técnicas; Centre National de la Recherche Scientifique","keywords":"Gliosis; Rage (emotion); Proinflammatory cytokine; Medicine; CREB; Neuroscience; Inflammation; Biology; Chemistry; Immunology","score_opus":0.030876944569700356,"score_gpt":0.23791567008264286,"score_spread":0.2070387255129425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007963555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996714,0.00012457193,0.00006530374,0.0014689551,0.000013844264,0.0008974992,0.000025606641,0.000018938119,0.0006712709],"genre_scores_gemma":[0.9990647,0.000031514388,0.0003977255,0.00018352267,0.000030544426,0.00012936181,0.000008269406,0.000037743615,0.00011661346],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99794227,0.00021434341,0.00042758428,0.0003903295,0.0006460315,0.00037945245],"domain_scores_gemma":[0.9988071,0.0003132636,0.0001284593,0.0004479792,0.00015987047,0.00014335293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006367813,0.00018962551,0.0004373859,0.00023301409,0.00004763273,0.00002013132,0.00019884243,0.000098861834,0.000012595346],"category_scores_gemma":[0.000620256,0.00014838878,0.000051118463,0.00025415755,0.00028780405,0.00014006082,0.0002277091,0.0005868811,0.0000075744906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008220191,0.0014661214,0.07865514,0.00030201286,0.0001810158,0.000019503203,0.001719561,0.0000061715955,0.9064715,0.0001793912,0.00004138293,0.010136199],"study_design_scores_gemma":[0.00439669,0.00055279786,0.099722564,0.00031423496,0.00008084457,0.0000027156634,0.0007326306,0.38325945,0.5100323,0.0006436117,0.000028019556,0.0002341594],"about_ca_topic_score_codex":0.0000568151,"about_ca_topic_score_gemma":0.00009043161,"teacher_disagreement_score":0.3964392,"about_ca_system_score_codex":0.00013572494,"about_ca_system_score_gemma":0.000044466044,"threshold_uncertainty_score":0.60511184},"labels":[],"label_agreement":null},{"id":"W2008027535","doi":"10.1111/jch.12073","title":"Screening for Severe Obstructive Sleep Apnea Syndrome in Hypertensive Outpatients","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Institute for Occupational Safety and Health; National Center for Research Resources; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Receiver operating characteristic; Gold standard (test); Sleep apnea; Area under the curve; Internal medicine; Stage (stratigraphy); Prospective cohort study; Physical therapy; Apnea; Cardiology","score_opus":0.09352339742869142,"score_gpt":0.37263879168509845,"score_spread":0.279115394256407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008027535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99377364,0.00022483533,0.0013381086,0.0023473655,0.0010374667,0.0010634552,0.0000068505133,0.000013819782,0.000194438],"genre_scores_gemma":[0.9775793,0.000029693656,0.02067471,0.0011327835,0.0004099192,0.000016868871,0.0000073681404,0.000050589577,0.00009874978],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9959656,0.00023033565,0.002036873,0.00038354847,0.0008760159,0.00050765026],"domain_scores_gemma":[0.9937134,0.0017713045,0.0007799846,0.00033695594,0.0028531463,0.00054520747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011902234,0.0002467257,0.0015336148,0.00041318333,0.000076829565,0.00003084644,0.0002333136,0.00034093022,0.0001104839],"category_scores_gemma":[0.007190752,0.00017765768,0.0006356548,0.00033220707,0.00020130462,0.00047607723,0.00011796885,0.0011505673,0.00005588708],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054924716,0.0015804868,0.48564857,0.0001722547,0.00082835375,0.002324298,0.00015640618,0.000078655874,0.0044897585,0.000048717877,0.0015435219,0.4976365],"study_design_scores_gemma":[0.0130897565,0.0038750812,0.96574485,0.00035382132,0.00022779174,0.0050811255,0.00079076114,0.008993413,0.00023588634,0.00080658495,0.00056595606,0.00023499544],"about_ca_topic_score_codex":0.000044983764,"about_ca_topic_score_gemma":0.0000046175087,"teacher_disagreement_score":0.4974015,"about_ca_system_score_codex":0.00009031126,"about_ca_system_score_gemma":0.00008654687,"threshold_uncertainty_score":0.8608521},"labels":[],"label_agreement":null},{"id":"W2008366667","doi":"10.1378/chest.12-1132","title":"Serum Bicarbonate Level Improves Specificity of STOP-Bang Screening for Obstructive Sleep Apnea","year":2012,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Toronto Western Hospital; Queen Elizabeth II Health Sciences Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Cohort; Apnea; Sleep apnea; Hypercapnia; Cohort study; Internal medicine; Anesthesia; Acidosis","score_opus":0.0810039523917538,"score_gpt":0.3277047831916327,"score_spread":0.24670083079987892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008366667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95489186,0.0007304569,0.04099349,0.00054453715,0.00068560813,0.00054262107,0.000074259224,0.00002670516,0.0015104729],"genre_scores_gemma":[0.958329,0.000011733217,0.039745957,0.00004160205,0.0016029025,0.000013251804,0.000007359534,0.000054966462,0.00019317887],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9977759,0.000074549294,0.000502695,0.000230758,0.0006231755,0.00079293654],"domain_scores_gemma":[0.998013,0.00023601147,0.0003305817,0.00028293527,0.0006136188,0.00052384887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095396565,0.00022975981,0.0004831782,0.00029317744,0.00020247874,0.000037357455,0.0002253942,0.00014493408,0.00015503932],"category_scores_gemma":[0.00060400565,0.00019216188,0.00028954548,0.0002747964,0.0002670197,0.00038910442,0.00010323125,0.00076236995,0.000008971834],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014078285,0.00044173148,0.20013997,0.0004923929,0.0008884764,0.00003464888,0.0020103173,0.000015182457,0.41192847,0.0010470221,0.000104208484,0.38148975],"study_design_scores_gemma":[0.003305899,0.00036164702,0.8157856,0.00006981601,0.00018241206,0.00056149566,0.002345601,0.0014926522,0.17325826,0.00042058204,0.0019817154,0.00023430886],"about_ca_topic_score_codex":0.0000105632935,"about_ca_topic_score_gemma":0.0000013277631,"teacher_disagreement_score":0.61564565,"about_ca_system_score_codex":0.00020540648,"about_ca_system_score_gemma":0.00005843865,"threshold_uncertainty_score":0.7836134},"labels":[],"label_agreement":null},{"id":"W2008503043","doi":"10.1136/thoraxjnl-2012-202240","title":"Patients’ with obstructive sleep apnoea syndrome (OSAS) preferences and demand for treatment: a discrete choice experiment","year":2012,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Continuous positive airway pressure; Context (archaeology); Sleep (system call); Obstructive sleep apnea; Emergency medicine; Intensive care medicine; Physical therapy; Internal medicine","score_opus":0.026342102803098056,"score_gpt":0.3116556977475021,"score_spread":0.28531359494440406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008503043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955268,0.0008004411,0.00043418107,0.00008559779,0.00009531132,0.0018704365,0.00006977696,0.00004256841,0.0010749106],"genre_scores_gemma":[0.9961875,0.000010873321,0.0029047467,0.00001775097,0.0001147831,0.00044502178,0.00007440486,0.000038129234,0.000206763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998545,0.000060479786,0.00017159038,0.00034776228,0.00034302368,0.00053217536],"domain_scores_gemma":[0.99898297,0.00017632372,0.000076540644,0.0002844917,0.00013014539,0.00034955022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010629104,0.00024906013,0.00038173355,0.00010307069,0.00014033896,0.000030688174,0.000072892384,0.00007503036,0.000091853435],"category_scores_gemma":[0.00006430302,0.00015973901,0.000053760854,0.00013241671,0.00020067106,0.000283692,0.00005608281,0.00007813823,0.000014030186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013852804,0.0005374033,0.95677257,0.0001360719,0.0006261269,0.0000065031395,0.0027003158,9.773012e-7,0.0008038243,0.0005265221,0.000010338212,0.03649405],"study_design_scores_gemma":[0.0056581823,0.0031863982,0.981167,0.00005438203,0.00030418675,0.000041478954,0.0007799481,0.000075892975,0.007314925,0.0001087689,0.0010602045,0.00024859892],"about_ca_topic_score_codex":0.00005245464,"about_ca_topic_score_gemma":0.000010741497,"teacher_disagreement_score":0.03624545,"about_ca_system_score_codex":0.00018515003,"about_ca_system_score_gemma":0.000019325553,"threshold_uncertainty_score":0.65139675},"labels":[],"label_agreement":null},{"id":"W2008547556","doi":"10.1016/s0034-5687(99)00116-4","title":"Sleep of the great","year":2000,"lang":"en","type":"article","venue":"Respiration Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Obstructive sleep apnea; Breathing; Sleep apnea; Apnea; Sleep (system call); Subject (documents); Analogy; Medicine; Anesthesia; Psychology; Philosophy; Computer science; Epistemology","score_opus":0.022421535176225943,"score_gpt":0.30142207026781137,"score_spread":0.2790005350915854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008547556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888893,0.000023585268,0.0000423862,0.0006764537,0.000044838078,0.00018650878,0.0000017074112,0.000012190644,0.010123034],"genre_scores_gemma":[0.99867326,0.0000024802396,0.00006463285,0.00046913733,0.000115235576,0.000009036583,0.0000044503886,0.000006578428,0.00065516646],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993664,0.00011872785,0.00013730224,0.00012455878,0.00014044171,0.00011259343],"domain_scores_gemma":[0.999514,0.00004212258,0.000035102414,0.00030401256,0.000075463824,0.000029287612],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000074063435,0.000050691164,0.00013323179,0.000032481406,0.00003965774,0.0000016730681,0.000077807395,0.00005083393,0.0022124597],"category_scores_gemma":[0.000072218994,0.000031327443,0.00006453806,0.00016384039,0.00014828483,0.000023758956,0.000019846108,0.00009650808,0.00012830023],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025989496,0.00005105021,0.0042743236,0.000029589817,0.000032879583,5.7641034e-7,0.00004877646,0.00016020263,0.841292,0.0016699992,0.00013882571,0.15204184],"study_design_scores_gemma":[0.0011587158,0.00043720164,0.837898,0.000010432538,0.0000266325,0.000011883019,0.000009073397,0.0030196,0.13314821,0.0011038838,0.02311311,0.0000632404],"about_ca_topic_score_codex":0.000014226124,"about_ca_topic_score_gemma":0.0000029647897,"teacher_disagreement_score":0.8336237,"about_ca_system_score_codex":0.000021705306,"about_ca_system_score_gemma":0.000012176403,"threshold_uncertainty_score":0.99869967},"labels":[],"label_agreement":null},{"id":"W2008953362","doi":"10.1378/chest.121.2.430","title":"Long-term Compliance Rates to Continuous Positive Airway Pressure in Obstructive Sleep Apnea","year":2002,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":377,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Epworth Sleepiness Scale; Polysomnography; Body mass index; Sleep apnea; Apnea–hypopnea index; Prospective cohort study; Apnea; Positive airway pressure; Anesthesia; Internal medicine; Physical therapy","score_opus":0.03585917750180535,"score_gpt":0.3148354229247496,"score_spread":0.27897624542294425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008953362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865457,0.0021141162,0.0015983755,0.0027190507,0.00042945863,0.00082446734,0.000027010063,0.000037480957,0.005704387],"genre_scores_gemma":[0.99614245,0.000037739497,0.0016576629,0.00026514666,0.00054418837,0.000023230932,0.0000060615143,0.000049358354,0.0012741396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997629,0.00015120955,0.00045620106,0.00041783415,0.0006147994,0.0007309482],"domain_scores_gemma":[0.99822104,0.00015993162,0.00015692753,0.00031422536,0.00054951094,0.0005983575],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028994356,0.00028222485,0.0005506025,0.00034574856,0.00017339321,0.0001179195,0.000311236,0.00014098891,0.001290794],"category_scores_gemma":[0.00039918843,0.00024984212,0.00013786115,0.00051689614,0.00022061006,0.00027451626,0.00011699388,0.0012222853,0.0003696655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074006896,0.00065402634,0.8357218,0.00024136159,0.0004850338,0.0031345882,0.0039105914,0.0000702698,0.02318149,0.00007313566,0.00051377004,0.13127385],"study_design_scores_gemma":[0.003139216,0.00055027916,0.97407687,0.0003146911,0.0000858957,0.0021672947,0.0004457631,0.0011358114,0.017266499,0.000059520768,0.00048024542,0.00027789283],"about_ca_topic_score_codex":0.000010645909,"about_ca_topic_score_gemma":0.000012681608,"teacher_disagreement_score":0.13835508,"about_ca_system_score_codex":0.00030210218,"about_ca_system_score_gemma":0.000027319282,"threshold_uncertainty_score":0.9999954},"labels":[],"label_agreement":null},{"id":"W2009546440","doi":"10.1007/s10439-015-1264-0","title":"Investigating the Dynamics of Supine Fluid Redistribution Within Multiple Body Segments Between Men and Women","year":2015,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Supine position; Medicine; Bioelectrical impedance analysis; Thorax (insect anatomy); Body fluid; Volume of fluid method; Anatomy; Internal medicine; Body mass index; Mechanics; Physics","score_opus":0.043933148329770584,"score_gpt":0.3136155218816796,"score_spread":0.26968237355190905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009546440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99127954,0.000119424636,0.006446757,0.0016890091,0.0000561002,0.00022441964,0.00009668947,0.00002778589,0.000060272974],"genre_scores_gemma":[0.99852705,0.000008989829,0.0011552126,0.00002230861,0.00010796399,0.000011640635,0.00014085117,0.000015611151,0.000010347002],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984695,0.000036295707,0.0004014165,0.00015441366,0.0006444608,0.00029395052],"domain_scores_gemma":[0.99887794,0.00017874852,0.00009727496,0.00019202552,0.00021816981,0.0004358668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012385328,0.000114499184,0.00030836882,0.00012861771,0.00002455821,0.000006769176,0.00011874285,0.000094844974,0.000005830269],"category_scores_gemma":[0.0027129515,0.00008434427,0.000033715387,0.0003725143,0.00032113818,0.00006881993,0.00014153689,0.00022307789,9.593275e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043498684,0.0006115008,0.23617403,0.003245859,0.0023896205,0.00005332609,0.0114764655,0.0006461326,0.6899208,0.004423331,0.0015814599,0.049042504],"study_design_scores_gemma":[0.003256667,0.0012405672,0.08695791,0.0003868824,0.00006652239,0.000025796773,0.0024932988,0.8042397,0.10033203,0.0005314372,0.00023983295,0.00022936665],"about_ca_topic_score_codex":0.000049608443,"about_ca_topic_score_gemma":4.0571135e-7,"teacher_disagreement_score":0.8035936,"about_ca_system_score_codex":0.00008247065,"about_ca_system_score_gemma":0.000053922467,"threshold_uncertainty_score":0.34394595},"labels":[],"label_agreement":null},{"id":"W2009728974","doi":"10.1542/peds.2009-0731","title":"Can the OSA-18 Quality-of-Life Questionnaire Detect Obstructive Sleep Apnea in Children?","year":2009,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"McGill University Health Centre","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Logistic regression; Odds ratio; Pulse oximetry; Quality of life (healthcare); Cross-sectional study; Internal medicine; Sleep apnea; Physical therapy; Pediatrics; Apnea; Anesthesia; Pathology","score_opus":0.023284461947169537,"score_gpt":0.3198026931363365,"score_spread":0.296518231189167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009728974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935712,0.001698066,0.00056765496,0.002308223,0.00017176532,0.000782301,0.000033958084,0.000058919857,0.00080786215],"genre_scores_gemma":[0.9983488,0.000092655864,0.00057385967,0.0002800224,0.00061621127,0.000019527988,0.000018318126,0.000024440298,0.000026184694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743086,0.00029571564,0.0005871942,0.00038011177,0.0008297911,0.00047631585],"domain_scores_gemma":[0.9984105,0.00027984977,0.00021227988,0.0005632181,0.00030296476,0.00023116914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079211325,0.00021899297,0.00043240466,0.00037618447,0.00010663257,0.00002045762,0.00029931602,0.00016182213,0.000051404935],"category_scores_gemma":[0.0030433228,0.00016654139,0.00014428582,0.0013367347,0.00018920361,0.00008782685,0.00007650454,0.00070170895,0.00002102448],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019435456,0.0001487185,0.9426818,0.000055216256,0.000042995413,0.000009093604,0.0005102763,0.000033702447,0.00033121393,0.001108128,0.00005691946,0.054827593],"study_design_scores_gemma":[0.0016203524,0.00023297501,0.99475443,0.000009144742,0.0000738798,0.000022442056,0.00022299284,0.00018519822,0.00057306525,0.002118857,0.000018161221,0.00016848056],"about_ca_topic_score_codex":0.00058449147,"about_ca_topic_score_gemma":0.000102077414,"teacher_disagreement_score":0.05465911,"about_ca_system_score_codex":0.0002272537,"about_ca_system_score_gemma":0.00015890262,"threshold_uncertainty_score":0.67913604},"labels":[],"label_agreement":null},{"id":"W2009903452","doi":"10.1111/odi.12152","title":"Interactions between sleep disorders and oral diseases","year":2013,"lang":"en","type":"review","venue":"Oral Diseases","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Sleep medicine; Medicine; Edentulism; Obstructive sleep apnea; Sleep (system call); Oral appliance; Sleep disorder; Disease; Sleep apnea; Oral health; Psychiatry; Insomnia; Dentistry; Internal medicine","score_opus":0.06104474984366617,"score_gpt":0.3992343518869495,"score_spread":0.33818960204328335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009903452","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00041671132,0.9945857,0.00003392029,0.00020357249,0.00022508671,0.0020421916,0.0017395049,0.0001665675,0.0005867448],"genre_scores_gemma":[0.0024873568,0.9929655,0.00017350937,0.000039248927,0.0005330194,0.0005524289,0.0021089038,0.00015043738,0.0009895702],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99723166,0.000287403,0.0005374471,0.0007801867,0.00055386603,0.0006094303],"domain_scores_gemma":[0.9974415,0.00046280358,0.00020192542,0.00065645954,0.00013147334,0.0011058617],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000051966217,0.0006415038,0.0020112018,0.00045907588,0.00018715841,0.00015592542,0.0002668677,0.00017408752,0.001990993],"category_scores_gemma":[0.00052770553,0.00048125544,0.00073935086,0.00046448087,0.0004608437,0.00034766464,0.00035656517,0.00057247945,0.00068235607],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022279744,0.00024964722,0.019582786,0.0088820085,0.0007521944,0.000029599732,0.000006975331,4.318887e-8,1.8463672e-7,0.000057073783,0.0020701718,0.968347],"study_design_scores_gemma":[0.0006276248,0.00016972706,0.030203529,0.0027103683,0.007616111,0.00001837567,0.000046542445,0.000017220951,1.9976771e-7,0.00025115607,0.95782703,0.00051210506],"about_ca_topic_score_codex":0.0001321706,"about_ca_topic_score_gemma":0.000021610358,"teacher_disagreement_score":0.96783495,"about_ca_system_score_codex":0.00022513978,"about_ca_system_score_gemma":0.00016648206,"threshold_uncertainty_score":0.9997639},"labels":[],"label_agreement":null},{"id":"W2010306292","doi":"10.1016/j.anclin.2014.02.011","title":"Perioperative Consideration of Obstructive Sleep Apnea in Ambulatory Surgery","year":2014,"lang":"en","type":"review","venue":"Anesthesiology Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Ambulatory; Obstructive sleep apnea; Perioperative; Sleep apnea; Intensive care medicine; Surgery; Anesthesia","score_opus":0.07611654692981352,"score_gpt":0.3893268385352131,"score_spread":0.3132102916053996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010306292","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026511598,0.97112423,0.000023092698,0.000047146368,0.00038981144,0.0015510055,0.000020750653,0.000037662117,0.00029469616],"genre_scores_gemma":[0.00596463,0.99214894,0.0006755997,0.00022159163,0.00028458433,0.00017651932,0.0003395888,0.00011079361,0.00007776374],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946926,0.0015500919,0.0020868492,0.00084423105,0.00032302205,0.00050318346],"domain_scores_gemma":[0.9911055,0.006547627,0.0009323464,0.00081433164,0.00043883026,0.0001613977],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0016679263,0.0005539403,0.005250279,0.00066343107,0.00006511221,0.000010816392,0.00020587503,0.001338702,0.00012738818],"category_scores_gemma":[0.0029333986,0.00045008244,0.0010455785,0.0004937211,0.0009818536,0.000077399374,0.000102295,0.0013511269,0.00015926227],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012446263,0.00018648026,0.02687068,0.009115382,0.00046516056,0.00024877203,0.00023164245,0.0000024563676,0.0000021888518,0.00047690448,0.00004694866,0.9622289],"study_design_scores_gemma":[0.0019038803,0.0014374673,0.02748825,0.008012901,0.0019057256,0.0014028857,0.0003352559,0.00047406138,0.00002837313,0.0002645019,0.9555797,0.0011669917],"about_ca_topic_score_codex":0.000015785045,"about_ca_topic_score_gemma":0.000012856792,"teacher_disagreement_score":0.96106195,"about_ca_system_score_codex":0.00020563779,"about_ca_system_score_gemma":0.0007028663,"threshold_uncertainty_score":0.99995774},"labels":[],"label_agreement":null},{"id":"W2010344367","doi":"10.1007/s11325-015-1161-7","title":"Home-use servo-ventilation therapy in chronic pain patients with central sleep apnea: initial and 3-month follow-up","year":2015,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Ontario Centre of Excellence for Child and Youth Mental Health; University Health Network","funders":"","keywords":"Medicine; Continuous positive airway pressure; Anesthesia; Polysomnography; Hypoxemia; Apnea–hypopnea index; Central sleep apnea; Ventilation (architecture); Apnea; Obstructive sleep apnea; Sleep apnea; Positive airway pressure","score_opus":0.02251774674826908,"score_gpt":0.2691428676133428,"score_spread":0.24662512086507368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010344367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997588,0.00048588635,0.00069891673,0.00014889332,0.00016554237,0.0007179885,0.000011045562,0.000043660057,0.00014010115],"genre_scores_gemma":[0.9991071,0.000026630605,0.00040389123,0.000115372444,0.00016174305,0.000022078157,0.000092438306,0.000037566082,0.00003312864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981788,0.0001779787,0.00024321313,0.0003984329,0.00050159957,0.00050002034],"domain_scores_gemma":[0.99913543,0.00009182449,0.000073419586,0.00020504862,0.00017512908,0.00031911643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005321371,0.00022127749,0.00030717786,0.00020952376,0.00010002544,0.0001056605,0.00006469295,0.00011893616,0.000019201838],"category_scores_gemma":[0.000115104056,0.00017246068,0.000039019316,0.00025711014,0.0001165388,0.00054431724,0.0000703165,0.00032078492,0.0000027812275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016645008,0.00014951207,0.7750553,0.000056338336,0.0001034121,0.00007229939,0.0024321184,0.000018197905,0.00019028576,0.000030091682,0.000010437342,0.22021751],"study_design_scores_gemma":[0.021225499,0.0019664313,0.9613361,0.00013239468,0.0000612035,0.000026896001,0.0005652085,0.013720522,0.00037011143,0.00009211847,0.00022370156,0.00027983525],"about_ca_topic_score_codex":0.0003077841,"about_ca_topic_score_gemma":0.00020632858,"teacher_disagreement_score":0.21993768,"about_ca_system_score_codex":0.00031397733,"about_ca_system_score_gemma":0.000055305223,"threshold_uncertainty_score":0.70327425},"labels":[],"label_agreement":null},{"id":"W2010712500","doi":"10.1007/s11325-008-0187-5","title":"A randomized, controlled, crossover study of a noncustomized tongue retaining device for sleep disordered breathing","year":2008,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Medicine; Crossover study; Respiratory disturbance index; Breathing; Confidence interval; Epworth Sleepiness Scale; Anesthesia; Sleep disordered breathing; Sleep (system call); Otorhinolaryngology; Suction; Sedation; Randomized controlled trial; Internal medicine; Polysomnography; Surgery; Obstructive sleep apnea; Apnea","score_opus":0.027784647100656125,"score_gpt":0.3111261387455294,"score_spread":0.28334149164487327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010712500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855543,0.0011621214,0.0031625764,0.00023929615,0.00016194103,0.0075941393,0.000015157072,0.000094786956,0.0020156973],"genre_scores_gemma":[0.9959076,0.000045032237,0.0027031084,0.00012451856,0.00019387006,0.0006900193,0.000016169482,0.000074083495,0.0002455817],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99627954,0.00045943656,0.0011478468,0.00068799284,0.0007762887,0.0006488739],"domain_scores_gemma":[0.9958547,0.002390461,0.00043896906,0.0004731057,0.00058350223,0.0002592882],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002537833,0.00042539297,0.0029213685,0.00038091966,0.00057868956,0.000069408256,0.00018825175,0.00018902257,0.000051219886],"category_scores_gemma":[0.0025737237,0.00031574199,0.0005876283,0.00033905005,0.00038685068,0.0002994456,0.00017978059,0.00046547787,0.0000037196216],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.90216756,0.0017124931,0.022949664,0.00048862596,0.004542658,0.00046722818,0.041091494,0.00009244899,0.0032048693,0.00036479748,0.000015234572,0.022902917],"study_design_scores_gemma":[0.9491915,0.00095013226,0.0014603051,0.00016451105,0.0015860925,0.0005360265,0.007546835,0.037475858,0.0005499835,0.00013413938,0.000047506233,0.00035708232],"about_ca_topic_score_codex":0.0006006063,"about_ca_topic_score_gemma":0.00003539779,"teacher_disagreement_score":0.047023963,"about_ca_system_score_codex":0.00010183794,"about_ca_system_score_gemma":0.000062346495,"threshold_uncertainty_score":0.9999295},"labels":[],"label_agreement":null},{"id":"W2010781666","doi":"10.1016/j.cjca.2015.01.001","title":"Overnight Effects of Obstructive Sleep Apnea and Its Treatment on Stroke Volume in Patients With Heart Failure","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Canadian Sleep & Circadian Network; Toronto General Hospital; University of Toronto; University Health Network; Toronto Rehabilitation Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Polysomnogram; Cardiology; Ejection fraction; Heart failure; Stroke volume; Apnea; Internal medicine; Anesthesia; Apnea–hypopnea index; Sleep study; Sleep apnea; Central sleep apnea; Polysomnography","score_opus":0.009406355790413738,"score_gpt":0.2323127374137764,"score_spread":0.22290638162336265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010781666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99804425,0.00033905345,0.000029754376,0.00041543212,0.00021491987,0.00036158887,0.000038935457,0.0000015462382,0.0005545071],"genre_scores_gemma":[0.99959326,0.0000024634999,0.00013966842,0.000032184405,0.00016756085,0.000004529463,0.0000046621326,0.00001664941,0.000039002574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882543,0.00019371761,0.00023600596,0.00015844825,0.0002599277,0.00032648197],"domain_scores_gemma":[0.9983419,0.00009624878,0.000117690375,0.00014551786,0.00049283,0.00080579065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014845819,0.00014578979,0.00065962126,0.00046438118,0.000024136814,0.0000061003857,0.00006930487,0.00011607755,0.000006693887],"category_scores_gemma":[0.00033406823,0.00010546904,0.00007966076,0.0001306834,0.00016668437,0.00007255824,0.00000938399,0.0002754232,0.000004442621],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072069437,0.000014929534,0.99506694,0.000028106595,0.00035007444,0.00025981103,0.00026247755,0.00019977712,0.00017396445,0.000044198794,0.00021591569,0.0026631164],"study_design_scores_gemma":[0.00806945,0.008459587,0.9772868,0.000055382323,0.00010650993,0.00017141695,0.0001971982,0.000025520987,0.0012091382,0.000022167167,0.0043072794,0.000089530906],"about_ca_topic_score_codex":0.0003270875,"about_ca_topic_score_gemma":0.0007409734,"teacher_disagreement_score":0.017780116,"about_ca_system_score_codex":0.00069779716,"about_ca_system_score_gemma":0.0004508707,"threshold_uncertainty_score":0.43009025},"labels":[],"label_agreement":null},{"id":"W2010880270","doi":"10.1016/j.sleep.2013.11.508","title":"Self-report instruments for assessing sleep dysfunction in an adult traumatic brain injury population: a systematic review","year":2013,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Traumatic brain injury; Population; Medicine; CINAHL; Psychology; Sleep (system call); Clinical psychology; Psychiatry; Physical therapy; Psychological intervention","score_opus":0.07025512769396813,"score_gpt":0.4174702825925801,"score_spread":0.347215154898612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010880270","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005076997,0.96826863,0.00043124697,0.00082806207,0.0011139069,0.028285043,0.000021964312,0.00022475637,0.0003186844],"genre_scores_gemma":[0.0005751903,0.98282814,0.0024272355,0.0008858976,0.0010646019,0.007999725,0.0036625494,0.00031260218,0.00024404454],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99017924,0.0011954338,0.004454508,0.0013338341,0.0019110137,0.0009259571],"domain_scores_gemma":[0.9937047,0.0006947561,0.0021687865,0.0018591778,0.00094914413,0.000623459],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003743412,0.0011093772,0.0077415896,0.0014043762,0.00016502391,0.00007671024,0.0005058473,0.0006388551,0.00034323518],"category_scores_gemma":[0.006417686,0.0007701496,0.000639349,0.0017077663,0.00014501646,0.0007078026,0.00011160554,0.0011920694,0.00011043438],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012944769,0.00020990126,0.00017820438,0.6629866,0.00049759314,0.00008368557,0.00008814379,5.420969e-8,0.000001066624,0.000043318905,0.00015922914,0.33573928],"study_design_scores_gemma":[0.0031899703,0.0010250065,0.00024382674,0.96585286,0.013986387,0.0016412975,0.00035322306,0.0013562045,5.3933974e-7,0.00006536766,0.0115165645,0.00076874037],"about_ca_topic_score_codex":0.00015172373,"about_ca_topic_score_gemma":0.000039088507,"teacher_disagreement_score":0.33497053,"about_ca_system_score_codex":0.0018186728,"about_ca_system_score_gemma":0.00020901093,"threshold_uncertainty_score":0.99947494},"labels":[],"label_agreement":null},{"id":"W2010960535","doi":"10.1016/j.ajodo.2014.06.013","title":"Agreement between cone-beam computed tomography and nasoendoscopy evaluations of adenoid hypertrophy","year":2014,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cone beam computed tomography; Otorhinolaryngology; Adenoid hypertrophy; Adenoid; Computed tomography; Nuclear medicine; Radiography; Radiology; Orthodontics; Dentistry; Medical physics; Surgery; Adenoidectomy","score_opus":0.022276114339543265,"score_gpt":0.32052467017424063,"score_spread":0.2982485558346974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010960535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97013086,0.00059087644,0.028232768,0.0004059948,0.0001544208,0.00024311914,0.000023921802,0.0000075036382,0.00021050569],"genre_scores_gemma":[0.9810537,0.0003623839,0.018076885,0.00013314553,0.00032465789,0.0000018082619,0.000009080055,0.000022761486,0.00001554485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751496,0.00022101036,0.0007792405,0.0002154358,0.0009813108,0.00028804503],"domain_scores_gemma":[0.99736106,0.00030818797,0.0007065949,0.00020867809,0.00092533394,0.0004901497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010258262,0.0001999159,0.0008526649,0.0004916742,0.000109553075,0.00003782469,0.0001156362,0.000057449517,0.000019693032],"category_scores_gemma":[0.0004111514,0.00016703308,0.0001866867,0.00054905016,0.0008674645,0.00010687702,0.00010576172,0.00036352183,0.0000010948518],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022429023,0.00009795841,0.8568499,0.00005122916,0.0003723699,0.000020410136,0.0002466551,0.0000069665093,0.0022170062,0.00018094218,0.000020779202,0.1397115],"study_design_scores_gemma":[0.0032260094,0.005404275,0.9851913,0.000115279065,0.00087214995,0.00019899427,0.00049353,0.0004746225,0.0012390584,0.00006826897,0.0025205158,0.00019599013],"about_ca_topic_score_codex":0.000044101143,"about_ca_topic_score_gemma":0.000007236135,"teacher_disagreement_score":0.13951552,"about_ca_system_score_codex":0.000030097997,"about_ca_system_score_gemma":0.00010328628,"threshold_uncertainty_score":0.68114114},"labels":[],"label_agreement":null},{"id":"W2011114870","doi":"10.1016/s2213-2600(15)00043-0","title":"Prevalence of sleep-disordered breathing in the general population: the HypnoLaus study","year":2015,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2455,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Fondation Leenaards; GlaxoSmithKline; Chinese Society of Clinical Oncology; National Heart, Lung, and Blood Institute; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Polysomnography; Sleep disordered breathing; Body mass index; Population; Quartile; Cohort; Breathing; Depression (economics); Sleep study; Diabetes mellitus; Pediatrics; Internal medicine; Apnea; Confidence interval; Anesthesia; Obstructive sleep apnea; Endocrinology","score_opus":0.128028786795534,"score_gpt":0.3920944905296502,"score_spread":0.2640657037341162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011114870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806325,0.0033014868,0.000022611168,0.011065868,0.00020199685,0.0016469648,0.0000044404846,0.000030091001,0.0030940436],"genre_scores_gemma":[0.996382,0.000020417276,0.000039129336,0.0016821675,0.0016423523,0.00009280937,0.0000032727194,0.000020526699,0.0001173142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99619937,0.0012260894,0.0005138233,0.0002825963,0.0013962517,0.0003818912],"domain_scores_gemma":[0.9976877,0.00046329576,0.0001788174,0.0013474704,0.00023123636,0.00009148781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006133572,0.00018756112,0.00049849245,0.00012009776,0.00013237471,0.00001330067,0.00083172007,0.000057240988,0.00007666518],"category_scores_gemma":[0.0015209649,0.00007536621,0.000048563437,0.0006973728,0.0004690504,0.00008366347,0.00013901936,0.00069319824,0.000011310213],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006330077,0.000258242,0.97260714,0.0001578527,0.000085258274,0.00008938633,0.015291076,0.00007785896,0.000887872,0.0007809823,0.001979302,0.007152052],"study_design_scores_gemma":[0.0055052997,0.0012395794,0.98185074,0.000100496225,0.0001458171,0.00005627967,0.008432745,0.0004976661,0.000078570905,0.00042512547,0.0015813014,0.00008634697],"about_ca_topic_score_codex":0.00064301223,"about_ca_topic_score_gemma":0.00012897381,"teacher_disagreement_score":0.015749512,"about_ca_system_score_codex":0.00010084878,"about_ca_system_score_gemma":0.000059820086,"threshold_uncertainty_score":0.30733448},"labels":[],"label_agreement":null},{"id":"W2011486244","doi":"10.2310/7070.2001.19826","title":"Ambulatory Adenotonsillectomy in Children Less Than 5 Years of Age","year":2001,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Adenoidectomy; Tonsillectomy; Ambulatory; Pediatrics; El Niño; Vomiting; Surgery","score_opus":0.019127019187508126,"score_gpt":0.2890806448826932,"score_spread":0.26995362569518505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011486244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978069,0.00077670714,0.00004164712,0.00039816689,0.000076522054,0.00026280255,0.0000010404892,0.000004335614,0.0006318969],"genre_scores_gemma":[0.9993861,0.00017213183,0.00014854698,0.00009225917,0.000121936115,0.0000013818302,0.0000010444382,0.000017319848,0.000059313752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998566,0.0003162992,0.00043113122,0.00008377145,0.00034410754,0.00025873957],"domain_scores_gemma":[0.99907976,0.00019049385,0.00024059483,0.00026205566,0.00013433125,0.00009273905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086158497,0.000090370406,0.0004225762,0.00040527998,0.000022925398,0.0000031891211,0.00029836618,0.000100025005,0.00013473257],"category_scores_gemma":[0.00021667585,0.000064233194,0.0001072148,0.0003577261,0.00031528017,0.00006743013,0.00007838986,0.0006769487,0.000013608657],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008245383,0.00015936077,0.97084993,0.0000114973145,0.00019609557,0.00066609966,0.0005009804,0.000016065915,0.023350133,0.000075533346,0.000045243363,0.0033045502],"study_design_scores_gemma":[0.0022062366,0.0004952015,0.98746324,0.000038226455,0.000070176946,0.006869429,0.00015309981,0.00002322322,0.0023495906,0.00015405657,0.00012741312,0.000050127004],"about_ca_topic_score_codex":0.0001450857,"about_ca_topic_score_gemma":0.000039786864,"teacher_disagreement_score":0.021000542,"about_ca_system_score_codex":0.000077870274,"about_ca_system_score_gemma":0.00008171283,"threshold_uncertainty_score":0.29410428},"labels":[],"label_agreement":null},{"id":"W2011658429","doi":"10.5664/jcsm.2500","title":"Obstructive Sleep Apnea and Oxygen Therapy: A Systematic Review of the Literature and Meta-Analysis","year":2013,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Hypoxemia; Oxygen therapy; Placebo; Apnea; Sleep apnea; Randomized controlled trial; Hypopnea; Meta-analysis; Polysomnography; Anesthesia; Internal medicine","score_opus":0.1569862492509972,"score_gpt":0.45714564628344523,"score_spread":0.30015939703244804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011658429","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007423467,0.9920993,0.000037927606,0.0031413448,0.00032847552,0.004131724,0.00004280032,0.0000066879807,0.00013750738],"genre_scores_gemma":[0.00024540877,0.9970772,0.00041936283,0.0011851217,0.0006833241,0.000087194705,0.00001445219,0.00006592896,0.0002219975],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9854282,0.0036820178,0.007657575,0.00062156754,0.0022257029,0.00038492164],"domain_scores_gemma":[0.9817912,0.0054657483,0.008224659,0.0013777623,0.0024000886,0.00074052176],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009447159,0.0008100915,0.025199547,0.00073203444,0.000079879865,0.0000384403,0.0008031878,0.00067455735,0.0006411911],"category_scores_gemma":[0.015728656,0.00030393002,0.0069113183,0.0022942976,0.0011848503,0.0001716262,0.00028791514,0.0031086402,0.0000049458745],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057797955,0.00012238929,0.000057500136,0.6293345,0.25691536,0.00007473114,0.00013278224,4.138505e-8,4.7678944e-7,0.000032636817,0.00014853309,0.11312326],"study_design_scores_gemma":[0.0013931593,0.0009446169,0.00029692074,0.19940813,0.7792795,0.0012361531,0.000067685774,0.000012779852,4.6816064e-7,0.00010394396,0.017037831,0.00021885795],"about_ca_topic_score_codex":0.000007963574,"about_ca_topic_score_gemma":0.0000010828651,"teacher_disagreement_score":0.5223641,"about_ca_system_score_codex":0.0000783091,"about_ca_system_score_gemma":0.00015533222,"threshold_uncertainty_score":0.9999413},"labels":[],"label_agreement":null},{"id":"W201196720","doi":"10.1155/2011/408091","title":"Comparison of Polysomnographic and Portable Home Monitoring Assessments of Obstructive Sleep Apnea in Saskatchewan Women","year":2011,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Medicine; Polysomnography; Predictive value; Obstructive sleep apnea; Inclusion and exclusion criteria; Sleep apnea; Apnea–hypopnea index; Body mass index; Sleep disordered breathing; Apnea; Population; Predictive value of tests; Physical therapy; Pediatrics; Internal medicine; Pathology","score_opus":0.052699852644123385,"score_gpt":0.33280262341081157,"score_spread":0.2801027707666882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W201196720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976909,0.0009487465,0.00002719607,0.000010342717,0.00020740213,0.00020915293,0.00001792141,0.0000047878953,0.0008835351],"genre_scores_gemma":[0.99904233,0.0000064770134,0.0007900588,0.000028853336,0.0000766865,0.000009575203,7.9666813e-7,0.000027880127,0.000017319604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978974,0.00013494794,0.0006676194,0.00022389785,0.0004520156,0.0006241104],"domain_scores_gemma":[0.99798805,0.000039849016,0.0003129955,0.00026039954,0.00032703957,0.0010716432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065350527,0.00017176263,0.00058558636,0.0015018706,0.00009339263,0.000017339333,0.00018798535,0.0001392085,0.00020679638],"category_scores_gemma":[0.000075902106,0.00017198858,0.00007232709,0.00061606854,0.0002991694,0.00022007924,0.000037614856,0.00070658507,0.0000012901149],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018633988,0.000080883154,0.9626833,0.000074010924,0.00016348629,0.00018753887,0.0047240295,0.0000017920697,0.009569391,0.00002516334,0.0000046355976,0.022299435],"study_design_scores_gemma":[0.0014621626,0.0006125592,0.9556189,0.000094457835,0.000032714106,0.00006723807,0.02878144,0.000034938086,0.012949693,0.00014885726,0.00006733016,0.00012968478],"about_ca_topic_score_codex":0.009261512,"about_ca_topic_score_gemma":0.010524301,"teacher_disagreement_score":0.02405741,"about_ca_system_score_codex":0.0005841528,"about_ca_system_score_gemma":0.00074014295,"threshold_uncertainty_score":0.9973359},"labels":[],"label_agreement":null},{"id":"W2012410956","doi":"10.2310/7070.2003.40423","title":"Laser-Assisted Uvulopalatoplasty for the Treatment of Snoring and Mild Obstructive Sleep Apnea Syndrome","year":2003,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Tonsillectomy; Prospective cohort study; Carbon dioxide laser; Sleep apnea; Apnea; Anesthesia; Surgery; Laser surgery","score_opus":0.02774556744985035,"score_gpt":0.29378806280322917,"score_spread":0.2660424953533788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012410956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99523115,0.0018061661,0.0011127563,0.0006476439,0.00028314025,0.00068007846,0.000007755156,0.000004761725,0.00022653965],"genre_scores_gemma":[0.99816346,0.00025563,0.0013467816,0.000039642982,0.00007396657,0.000017106491,8.682972e-7,0.00002137186,0.0000811641],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860483,0.00027960746,0.00044452428,0.00012364372,0.00025251138,0.00029486438],"domain_scores_gemma":[0.9974651,0.0014675191,0.0003474876,0.0002865882,0.0003153233,0.00011800872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006312052,0.00016343208,0.0005271009,0.00015169359,0.00015781676,0.000007673731,0.00015578003,0.00009182226,0.000053018724],"category_scores_gemma":[0.00028506902,0.0000812831,0.00017157881,0.00019237764,0.00040873396,0.000069948364,0.000025303298,0.00026199993,0.0000024153035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011197879,0.0027825043,0.74513495,0.0005131606,0.011688486,0.0010110846,0.009084598,0.00021192028,0.07077184,0.0041364008,0.00009891794,0.14336824],"study_design_scores_gemma":[0.008676059,0.0074475645,0.9206708,0.00004286498,0.0012376108,0.02202528,0.0015515939,0.00059553667,0.03465688,0.00051713054,0.002442939,0.00013575895],"about_ca_topic_score_codex":0.000020501979,"about_ca_topic_score_gemma":0.000014826302,"teacher_disagreement_score":0.17553583,"about_ca_system_score_codex":0.000119513425,"about_ca_system_score_gemma":0.00005409266,"threshold_uncertainty_score":0.33146286},"labels":[],"label_agreement":null},{"id":"W2012414218","doi":"10.1016/j.hcmf.2014.04.001","title":"L'adoption d'une surveillance postopératoire novatrice chez les patients atteints d'apnée obstructive du sommeil","year":2014,"lang":"fr","type":"article","venue":"Healthcare Management Forum","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"William Osler Health System","funders":"","keywords":"Medicine; Gynecology; Humanities; Art","score_opus":0.01298412987131284,"score_gpt":0.270803748397063,"score_spread":0.25781961852575014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012414218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79758567,0.006513363,0.0076815696,0.15024804,0.010615306,0.0058947587,0.00039364118,0.00040441606,0.020663247],"genre_scores_gemma":[0.98679084,0.0014665074,0.001428791,0.002147853,0.0014026939,0.00016654271,0.00056094077,0.00019040513,0.0058454224],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99193424,0.0010109664,0.0011849856,0.001491328,0.0018415912,0.0025368899],"domain_scores_gemma":[0.9954499,0.000284824,0.0005688751,0.0013008488,0.0016083866,0.0007871938],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014184695,0.0008121764,0.00096395373,0.00066596345,0.0009013954,0.00012972836,0.0006331199,0.00051767606,0.00041409163],"category_scores_gemma":[0.00040040837,0.0008832773,0.00027047496,0.002254641,0.00053711137,0.00043784265,0.0008874186,0.0011327639,0.0011022546],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003056118,0.00076087826,0.44208562,0.0025457945,0.00029040818,0.00006860783,0.000275272,0.000013593465,0.000018982777,0.02714175,0.0018591095,0.52463436],"study_design_scores_gemma":[0.0073809484,0.0013627632,0.79536337,0.0005799102,0.000118844364,0.0000233848,0.0039323857,0.0015598969,0.000114068236,0.0005874493,0.18826139,0.0007156013],"about_ca_topic_score_codex":0.0035424766,"about_ca_topic_score_gemma":0.0012962087,"teacher_disagreement_score":0.52391875,"about_ca_system_score_codex":0.001879089,"about_ca_system_score_gemma":0.000091735914,"threshold_uncertainty_score":0.9996755},"labels":[],"label_agreement":null},{"id":"W2012453066","doi":"10.1111/j.1460-9592.2005.01802.x","title":"Complete upper airway obstruction after induction of anesthesia in a child with undiagnosed lingual tonsil hypertrophy","year":2005,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Airway obstruction; Tonsil; Intubation; Airway; Muscle hypertrophy; Anesthesia; Ventilation (architecture); Surgery; Cardiology","score_opus":0.011169280091641125,"score_gpt":0.24670571958917464,"score_spread":0.23553643949753353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012453066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957345,0.00065077876,0.00003298956,0.0025374447,0.00002830928,0.0006927175,0.0000021985595,0.00006775461,0.00025327242],"genre_scores_gemma":[0.9952625,0.00009503783,0.003274642,0.0001300436,0.0009983742,0.00008554133,0.000023941822,0.00006649869,0.00006343958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761957,0.00013017582,0.0005052078,0.0005084286,0.0007371982,0.000499438],"domain_scores_gemma":[0.9988342,0.00010690395,0.00018093338,0.0004442704,0.00024102477,0.00019269467],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024505157,0.0003031843,0.00053213036,0.0007720563,0.00007391843,0.000020363468,0.00014198606,0.000207864,0.00020667851],"category_scores_gemma":[0.000075243624,0.00025275277,0.00012348517,0.0011376275,0.00019693217,0.00024318765,0.000022074588,0.0005276063,0.00008770622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031188317,0.0008385401,0.9684618,0.00024744475,0.00006600967,0.0038526915,0.0009506332,0.00018011124,0.0006726703,0.00014291925,0.000045236367,0.0214231],"study_design_scores_gemma":[0.0035930679,0.0009202099,0.9728116,0.00005595343,0.00022138628,0.018139275,0.00033844417,0.0002741209,0.001870948,0.000023187413,0.0013946953,0.00035715642],"about_ca_topic_score_codex":0.00012313409,"about_ca_topic_score_gemma":0.00001929427,"teacher_disagreement_score":0.021065943,"about_ca_system_score_codex":0.00022862304,"about_ca_system_score_gemma":0.00011538165,"threshold_uncertainty_score":0.9999925},"labels":[],"label_agreement":null},{"id":"W2012457524","doi":"10.1164/rccm.201207-1152im","title":"The Value of Video Polysomnography in the Assessment of Intermittent Obstructive Sleep Apnea","year":2013,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Apnea; Sleep apnea syndromes; Sleep (system call); Sleep apnea; Anesthesia; Value (mathematics); Statistics","score_opus":0.015908188497330975,"score_gpt":0.3451265245379465,"score_spread":0.3292183360406155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012457524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98801875,0.0034495667,0.00045357642,0.0068592415,0.00015087982,0.00030566496,0.0000037889122,0.0000025677978,0.0007559346],"genre_scores_gemma":[0.9982418,0.000046945024,0.00042329618,0.0010765025,0.00018389394,0.000014094601,4.5412364e-7,0.000012033299,9.979461e-7],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969977,0.00066453783,0.0008628474,0.0001612506,0.0010260879,0.00028753246],"domain_scores_gemma":[0.9959382,0.001965365,0.00033915025,0.00032236218,0.0012099799,0.00022493245],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001070026,0.00015920629,0.000666517,0.00031406965,0.000086101354,0.000012635298,0.00031175616,0.000036708836,0.000044178018],"category_scores_gemma":[0.0014946683,0.00007652913,0.000161611,0.00061069604,0.004933683,0.00011038612,0.00006401671,0.0007138469,3.661524e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046356898,0.00020681825,0.4468052,0.00029180845,0.00025112083,0.00017492985,0.0046046157,0.0000021797002,0.013537354,0.0077321846,0.00009833215,0.5258319],"study_design_scores_gemma":[0.0017688189,0.011401481,0.85720366,0.00031211344,0.0002466066,0.00021999521,0.12624773,0.000086037195,0.0011668149,0.0008377329,0.00041694343,0.000092077375],"about_ca_topic_score_codex":0.000090137946,"about_ca_topic_score_gemma":0.0000043159653,"teacher_disagreement_score":0.5257398,"about_ca_system_score_codex":0.00006059917,"about_ca_system_score_gemma":0.00008608716,"threshold_uncertainty_score":0.9977743},"labels":[],"label_agreement":null},{"id":"W2012644191","doi":"10.1093/eurjhf/hfq023","title":"Central Sleep Apnoea: Another Important Comorbidity in Heart Failure?","year":2010,"lang":"en","type":"letter","venue":"European Journal of Heart Failure","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Comorbidity; Central sleep apnea; Cardiology; Internal medicine; Sleep apnea; Sleep disordered breathing; Breathing; Polysomnography; Intensive care medicine; Apnea; Obstructive sleep apnea; Anesthesia","score_opus":0.017664323195079375,"score_gpt":0.2661055773357315,"score_spread":0.2484412541406521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012644191","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04425214,0.00057716336,0.00011535024,0.9521614,0.0015152048,0.00073187705,0.00006486271,0.00004920406,0.00053284963],"genre_scores_gemma":[0.2959001,0.000117649884,0.05918476,0.5962872,0.044569932,0.000011714412,0.00026802352,0.0013757185,0.0022848889],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925461,0.0015656039,0.0018479669,0.0006636366,0.0019293758,0.0014473444],"domain_scores_gemma":[0.996843,0.00019599855,0.00079411664,0.0010098732,0.00063984527,0.00051718624],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002432772,0.0007303728,0.0016308739,0.001006711,0.00012227758,0.00014953128,0.00071434653,0.00081106165,0.0024680723],"category_scores_gemma":[0.00050702767,0.00059546554,0.0008394155,0.000500884,0.0005246724,0.00027654055,0.0002191238,0.019511918,0.00037843696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019124626,0.00015975935,0.04899975,0.00018858847,0.00022502252,0.016069867,0.00014241064,0.000002622258,0.009816083,0.0000048729576,0.9238536,0.00034619577],"study_design_scores_gemma":[0.0031320383,0.00072216324,0.032124016,0.0004335996,0.0001426176,0.0076210015,0.00007818747,0.000014193857,0.0012194047,0.000015647487,0.95403254,0.00046457569],"about_ca_topic_score_codex":0.000025997333,"about_ca_topic_score_gemma":0.00006623433,"teacher_disagreement_score":0.35587415,"about_ca_system_score_codex":0.00033036954,"about_ca_system_score_gemma":0.00031182737,"threshold_uncertainty_score":0.9996497},"labels":[],"label_agreement":null},{"id":"W2012776293","doi":"10.1007/s11325-012-0739-6","title":"Patient preferences and experiences of CPAP and oral appliances for the treatment of obstructive sleep apnea: a qualitative analysis","year":2012,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Continuous positive airway pressure; Medicine; Embarrassment; Obstructive sleep apnea; Focus group; Sleep apnea; Qualitative research; Physical therapy; Otorhinolaryngology; Preference; Oral appliance; Psychology; Surgery; Anesthesia; Psychotherapist","score_opus":0.04408850069338539,"score_gpt":0.3583051825208248,"score_spread":0.31421668182743945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012776293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901144,0.007675903,0.0012743408,0.00006842111,0.000056129287,0.00065594557,0.000033786033,0.000006757259,0.00011434355],"genre_scores_gemma":[0.99662995,0.00016381584,0.002935337,0.000008345568,0.00003883826,0.000201598,0.000006489454,0.000007057064,0.000008576291],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989029,0.0000978566,0.00026647173,0.00024253095,0.00025035266,0.00023985539],"domain_scores_gemma":[0.99873555,0.0007140371,0.00016404154,0.00013770576,0.00013432874,0.00011436588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027479994,0.00015651075,0.00046506085,0.0001325863,0.00014811892,0.000018718305,0.000043551172,0.00005265121,0.000014412701],"category_scores_gemma":[0.00006923591,0.000088178735,0.000087329485,0.00025915352,0.00061161164,0.00016965729,0.00004028546,0.000054658227,1.0880979e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035678936,0.0002060663,0.07441044,0.00011591124,0.0018349434,7.706444e-7,0.5411767,0.000001670583,0.0005200904,0.00047400498,5.296011e-7,0.38090208],"study_design_scores_gemma":[0.0019329344,0.0024301417,0.07537702,0.00003950079,0.002292001,0.000017849576,0.8969072,0.0037052745,0.016622072,0.00038260603,0.00010419354,0.00018922015],"about_ca_topic_score_codex":0.00023700723,"about_ca_topic_score_gemma":0.000021187741,"teacher_disagreement_score":0.38071287,"about_ca_system_score_codex":0.00002694692,"about_ca_system_score_gemma":0.00000732851,"threshold_uncertainty_score":0.35958245},"labels":[],"label_agreement":null},{"id":"W2012917839","doi":"10.2310/7070.2003.40279","title":"Investigation of Cardiac Function in Children with Suspected Obstructive Sleep Apnea","year":2003,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Heart failure; Tonsillectomy; Obstructive sleep apnea; Cardiology; Sleep apnea; Internal medicine; Heart disease; Surgery","score_opus":0.012423345759195287,"score_gpt":0.2452411917246017,"score_spread":0.23281784596540642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012917839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980079,0.00039417317,0.00032888682,0.00021380483,0.00012666316,0.00040566502,0.0000017522447,0.0000054219026,0.000515758],"genre_scores_gemma":[0.9991658,0.00002127559,0.0006591385,0.0000428095,0.00007588262,0.0000034152756,0.0000035204282,0.000017359711,0.000010834634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821967,0.00068437704,0.00041126693,0.00010615972,0.0003631172,0.00021543981],"domain_scores_gemma":[0.99866974,0.00017020653,0.00037725168,0.00021816278,0.0004718787,0.000092766524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087977626,0.00011813497,0.0004190194,0.00034658183,0.000039495884,0.0000037043133,0.00011949839,0.00009695112,0.00007161005],"category_scores_gemma":[0.00032354583,0.00007267162,0.00007333062,0.000564786,0.0003742297,0.00013354793,0.000020401105,0.0006115502,0.000004864766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010459124,0.000035396963,0.9347067,0.000013029734,0.00046750804,0.000008057258,0.00046103197,0.000033177064,0.061814085,0.000660111,0.000008101554,0.00074687286],"study_design_scores_gemma":[0.0017357001,0.001298691,0.960388,0.000020643698,0.00024443824,0.0014013769,0.00038356808,0.000037472113,0.033625055,0.0007887024,0.000016894239,0.000059432496],"about_ca_topic_score_codex":0.000046146855,"about_ca_topic_score_gemma":0.000010548056,"teacher_disagreement_score":0.02818903,"about_ca_system_score_codex":0.00011872297,"about_ca_system_score_gemma":0.0001041539,"threshold_uncertainty_score":0.29634625},"labels":[],"label_agreement":null},{"id":"W2012994517","doi":"10.1016/j.resp.2013.11.002","title":"Effect of rostral fluid shift on pharyngeal resistance in men with and without obstructive sleep apnea","year":2013,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Canadian Sleep & Circadian Network; Toronto General Hospital; University of Toronto; Toronto Rehabilitation Institute","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Pharynx; Medicine; Anesthesia; Cardiology; Internal medicine; Anatomy","score_opus":0.010465501802157282,"score_gpt":0.2762066959836355,"score_spread":0.26574119418147824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012994517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961825,0.00017761167,0.000002894215,0.00017348272,0.00007724751,0.0013285495,0.000017689288,0.000040255145,0.0019997654],"genre_scores_gemma":[0.9991415,0.0000057680545,0.00006563787,0.00041392393,0.00009286486,0.00018618928,0.000015138665,0.00004612942,0.00003281345],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9968371,0.0011352096,0.00040430902,0.0008292678,0.00015939887,0.0006347608],"domain_scores_gemma":[0.99842334,0.0005877497,0.00017126542,0.0005297017,0.00011341818,0.00017451592],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002738733,0.00036907863,0.00097419776,0.00030469958,0.00006386674,0.0000064654737,0.00019801191,0.00025554348,0.00008698861],"category_scores_gemma":[0.00016623511,0.0002628081,0.000075736374,0.0002805348,0.0013275248,0.00011747069,0.000120560115,0.00066836906,0.000045101115],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076299384,0.00011394742,0.1430144,0.00019808559,0.00013448231,0.000028921006,0.00010597795,0.000011074855,0.84656656,0.00034330785,0.000042064694,0.0018112558],"study_design_scores_gemma":[0.005057768,0.009004449,0.850052,0.00004118741,0.000048241425,0.000019697794,0.000022143857,0.0000584398,0.13523793,0.00013594748,0.00013150014,0.00019069701],"about_ca_topic_score_codex":0.000033935812,"about_ca_topic_score_gemma":0.000020399131,"teacher_disagreement_score":0.7113286,"about_ca_system_score_codex":0.00007149448,"about_ca_system_score_gemma":0.00004266727,"threshold_uncertainty_score":0.9999824},"labels":[],"label_agreement":null},{"id":"W2012995904","doi":"10.1016/j.cardfail.2008.11.015","title":"Prevalence and Physiological Predictors of Sleep Apnea in Patients With Heart Failure and Systolic Dysfunction","year":2009,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":258,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Canadian Sleep & Circadian Network; Toronto Sleep Institute; Toronto Rehabilitation Institute; Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Spironolactone; Heart failure; Internal medicine; Ejection fraction; Central sleep apnea; Cardiology; Atrial fibrillation; Obstructive sleep apnea; Sleep apnea; Body mass index; Diuretic; Sleep study; Apnea; Polysomnography","score_opus":0.006975960740374964,"score_gpt":0.237013582612968,"score_spread":0.23003762187259305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012995904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99819773,0.00054781477,0.000018135763,0.0007725822,0.00007106393,0.00034324633,0.000009163562,0.0000058994524,0.00003435861],"genre_scores_gemma":[0.999028,0.00003446463,0.000739527,0.000033565084,0.00014526976,0.0000020053708,0.0000024049239,0.0000090552585,0.0000056982785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985586,0.00013083642,0.00034387334,0.00017472578,0.00059265015,0.00019934955],"domain_scores_gemma":[0.99904215,0.000055936503,0.00019634688,0.00014223695,0.00038513384,0.00017816512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002950152,0.00014098546,0.00055059534,0.00021967183,0.00002888493,0.000013690728,0.0000547295,0.00011679393,0.000010130001],"category_scores_gemma":[0.00016108889,0.000092086586,0.0000910631,0.000223148,0.00014965535,0.00022493963,0.000026663176,0.0004424932,5.92799e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074794487,0.0001331247,0.9908473,0.00018720853,0.000115333125,0.0000074733266,0.000103788014,0.000013179698,0.005911547,0.0000115961,0.00030179697,0.0016197456],"study_design_scores_gemma":[0.0022312743,0.0031819344,0.9930036,0.00020977885,0.00015595311,0.000057067467,0.00014493545,0.000024013636,0.00063784583,0.000022165992,0.00025375345,0.000077677636],"about_ca_topic_score_codex":0.0000018711423,"about_ca_topic_score_gemma":6.578799e-7,"teacher_disagreement_score":0.005273701,"about_ca_system_score_codex":0.00005701738,"about_ca_system_score_gemma":0.000028459679,"threshold_uncertainty_score":0.3755182},"labels":[],"label_agreement":null},{"id":"W2013111687","doi":"10.1016/j.ajodo.2006.10.031","title":"Three-dimensional computer-assisted study model analysis of long-term oral-appliance wear. Part 2. Side effects of oral appliances in obstructive sleep apnea patients","year":2008,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Overjet; Obstructive sleep apnea; Medicine; Dentistry; Molar; Dental arch; Premolar; Oral appliance; Orthodontics; Sleep apnea; Arch; Overbite; Internal medicine","score_opus":0.027649001847781747,"score_gpt":0.30844026475696296,"score_spread":0.2807912629091812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013111687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9724334,0.0001973339,0.02644777,0.000019949433,0.00019686992,0.00064599694,0.00003633896,0.0000071295535,0.000015212551],"genre_scores_gemma":[0.98449326,0.00010617892,0.015237844,0.000038200254,0.00006276784,0.000008566932,0.000016401487,0.000031274954,0.0000055046094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99602103,0.00021582257,0.0013934718,0.00040835844,0.0015422158,0.00041912662],"domain_scores_gemma":[0.9964154,0.00027919383,0.0014701224,0.00032127445,0.0011452463,0.0003687736],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005838557,0.00033692538,0.0019324551,0.00088785286,0.00009460415,0.000016271235,0.00022551304,0.000089111694,0.0000063223697],"category_scores_gemma":[0.00020384512,0.00028627322,0.0003912819,0.001991261,0.0009724532,0.00019050771,0.00018170432,0.00050087715,5.7974586e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011633525,0.0018124535,0.8923875,0.00008112066,0.0020288776,0.00049342116,0.00068899867,0.001913609,0.00013284569,0.0000076044726,0.0000025796292,0.0992876],"study_design_scores_gemma":[0.004143477,0.0032397232,0.96449715,0.00009295084,0.0017632837,0.00005975564,0.00017892936,0.02567191,0.00012732692,0.00000764267,0.0000029176394,0.00021490453],"about_ca_topic_score_codex":0.00021276968,"about_ca_topic_score_gemma":0.00043439434,"teacher_disagreement_score":0.099072695,"about_ca_system_score_codex":0.00009526778,"about_ca_system_score_gemma":0.00015910208,"threshold_uncertainty_score":0.99995893},"labels":[],"label_agreement":null},{"id":"W2013421823","doi":"10.1016/j.sleep.2010.08.012","title":"High risk of obstructive sleep apnea is a risk factor of death censored graft loss in kidney transplant recipients: An observational cohort study","year":2011,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Renal function; Internal medicine; Obstructive sleep apnea; Cohort; Kidney disease; Risk factor; Comorbidity; Kidney transplantation; Cohort study; Population; Transplantation","score_opus":0.0497979787187775,"score_gpt":0.3108293093417761,"score_spread":0.2610313306229986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013421823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99365795,0.000100849655,0.00059861067,0.00015643478,0.0005302849,0.0026529701,0.0019051356,0.000048654067,0.00034908656],"genre_scores_gemma":[0.9967798,0.00009624235,0.0023808302,0.00009853134,0.00019760276,0.000104781415,0.00023412898,0.00007437408,0.000033713713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99421597,0.0006457784,0.0015165957,0.00094282057,0.0020073645,0.00067146384],"domain_scores_gemma":[0.9960451,0.000324615,0.00076603086,0.0011107534,0.0010531213,0.0007003557],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013216658,0.00050407293,0.0015338412,0.0008124003,0.000093554234,0.0000040629184,0.0004919372,0.00023915306,0.0023259],"category_scores_gemma":[0.0015914052,0.00039370064,0.00017884522,0.0010834333,0.00076283497,0.0002811662,0.00008807955,0.00090474676,0.000012169378],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003191795,0.002325311,0.9672194,0.00013387299,0.0014169118,0.00014234039,0.017442444,0.0000055995065,0.0015886356,0.0002411366,0.00001361741,0.0062789475],"study_design_scores_gemma":[0.012915672,0.0040585822,0.9714573,0.0002595516,0.0011620377,0.000023968822,0.002253813,0.0008277603,0.0060868277,0.0006623385,0.000008176126,0.00028399008],"about_ca_topic_score_codex":0.008729625,"about_ca_topic_score_gemma":0.00028150587,"teacher_disagreement_score":0.015188631,"about_ca_system_score_codex":0.0002693242,"about_ca_system_score_gemma":0.00009526529,"threshold_uncertainty_score":0.99985147},"labels":[],"label_agreement":null},{"id":"W2013430362","doi":"10.1007/bf03016639","title":"Anesthetic management of pediatric adenotonsillectomy","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Anesthesia; Medicine; Tonsillectomy; Anesthetic; Adenoidectomy","score_opus":0.014886105399254768,"score_gpt":0.2577122393967554,"score_spread":0.24282613399750064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013430362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919022,0.0027639302,0.000099812176,0.0018179036,0.00029200522,0.00037124415,0.0000026822493,0.000009417863,0.0027408213],"genre_scores_gemma":[0.9960001,0.00015922316,0.0023433708,0.000054077256,0.0008524489,0.0000017467735,0.0000029438904,0.0000852923,0.0005007743],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9953416,0.0001275377,0.0015099704,0.00028640692,0.0012839675,0.0014505119],"domain_scores_gemma":[0.9926102,0.00012076365,0.000928817,0.00042664475,0.0016564591,0.0042571113],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029866053,0.0003962615,0.0008933935,0.0027849968,0.00033804902,0.000094804294,0.00071395276,0.0002496583,0.00049414596],"category_scores_gemma":[0.00015147272,0.00035445386,0.00050311367,0.001556861,0.0003988516,0.00030438023,0.000016254666,0.0012470374,0.000027682116],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042468583,0.00009531954,0.07133078,0.0002336195,0.0003514464,0.9154278,0.00067377917,0.000032481534,0.00008939689,0.0007390696,0.0008565773,0.009745021],"study_design_scores_gemma":[0.0020739548,0.0014584599,0.11599488,0.00019092577,0.0005298775,0.8737119,0.0012926806,0.000008153563,0.0005119075,0.000195349,0.003746035,0.0002858982],"about_ca_topic_score_codex":0.0017645363,"about_ca_topic_score_gemma":0.0017109843,"teacher_disagreement_score":0.0446641,"about_ca_system_score_codex":0.0013511498,"about_ca_system_score_gemma":0.0027190687,"threshold_uncertainty_score":0.99989074},"labels":[],"label_agreement":null},{"id":"W2013488098","doi":"10.1378/chest.14-0596","title":"Sleep Apnea and the Kidney","year":2014,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Foothills Medical Centre","funders":"Canadian Institutes of Health Research; Alberta Innovates - Health Solutions; University of Calgary","keywords":"Medicine; Hypoxemia; Kidney disease; Sleep apnea; Obstructive sleep apnea; Hypoxia (environmental); Diabetes mellitus; Internal medicine; Kidney; Renal function; Pathogenesis; Intensive care medicine; Cardiology; Endocrinology","score_opus":0.04221433975266948,"score_gpt":0.3554321173141496,"score_spread":0.3132177775614801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013488098","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000025145519,0.9915608,0.00045961043,0.0013163291,0.0004532353,0.00058671436,0.000005948501,0.000014921461,0.0055999006],"genre_scores_gemma":[0.00003256512,0.9962866,0.00036480208,0.00027305732,0.0023969642,0.000026342548,0.000012920737,0.00006980249,0.00053695275],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977532,0.00045316073,0.00057401165,0.00026033956,0.0005559075,0.00040338252],"domain_scores_gemma":[0.9978422,0.0004632639,0.00036599964,0.00043590352,0.00017289647,0.0007197497],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0017591903,0.000330694,0.0017679642,0.00021660858,0.00023847513,0.00015591408,0.00033061585,0.00025377746,0.00032819062],"category_scores_gemma":[0.0018112358,0.00015955491,0.0005835228,0.00022007752,0.00060289353,0.000052113108,0.00016152939,0.0023822922,0.0002181536],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035530145,0.000026615819,0.000015571537,0.011520151,0.00044220922,0.0000933708,0.000048734953,8.3316065e-9,2.9962231e-7,0.00026691356,0.001111858,0.98643875],"study_design_scores_gemma":[0.0019499573,0.000087609216,0.000020198959,0.0029717707,0.0014999475,0.009874575,0.000020033342,0.000045729535,7.5418274e-7,0.00013500398,0.98324746,0.00014695767],"about_ca_topic_score_codex":0.0000017872806,"about_ca_topic_score_gemma":1.8156716e-7,"teacher_disagreement_score":0.98629177,"about_ca_system_score_codex":0.0001520631,"about_ca_system_score_gemma":0.0002002314,"threshold_uncertainty_score":0.99991924},"labels":[],"label_agreement":null},{"id":"W2013897271","doi":"10.1007/bf03045025","title":"Supine cephalometric analyses of an adjustable oral appliance used in the treatment of obstructive sleep apnea","year":2000,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Hospital and Health Sciences Centre; University of British Columbia","funders":"Australian Government","keywords":"Medicine; Supine position; Cephalometry; Obstructive sleep apnea; Polysomnography; Oral appliance; Pharynx; Airway; Orthodontics; Sagittal plane; Sleep apnea; Overjet; Dentistry; Hyoid bone; Anesthesia; Apnea; Malocclusion; Surgery; Anatomy","score_opus":0.04750154077522497,"score_gpt":0.34456803101250827,"score_spread":0.2970664902372833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013897271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962601,0.0015081422,0.00012560154,0.00008059231,0.00002787987,0.0006178587,0.00003103125,0.000015537642,0.0013332784],"genre_scores_gemma":[0.9977925,0.00014334345,0.001830895,0.00002349954,0.000061412895,0.000034167722,0.00003145967,0.000019263034,0.000063447114],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99826646,0.00015292552,0.0003902087,0.0003551697,0.0004827929,0.00035246328],"domain_scores_gemma":[0.99907184,0.00018837921,0.000100206365,0.00041849172,0.000110803245,0.00011029867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002970948,0.00020690224,0.0005760504,0.00045337502,0.00007403004,0.000020149373,0.00015527141,0.0000886732,0.00024619047],"category_scores_gemma":[0.00004089945,0.00013533644,0.00010812029,0.0014715088,0.00021959243,0.0002201949,0.000018434013,0.00016058,0.0000039758056],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006548224,0.0016346483,0.08394328,0.00014620654,0.00034782165,0.00013462412,0.0061870595,0.00014841449,0.018682288,0.00009082697,0.0000012909637,0.88802874],"study_design_scores_gemma":[0.0144888675,0.005670588,0.80989224,0.00012474295,0.0010101877,0.0003312562,0.011422192,0.0245326,0.13100769,0.0004931133,0.00052796776,0.00049859076],"about_ca_topic_score_codex":0.0014892105,"about_ca_topic_score_gemma":0.00005825898,"teacher_disagreement_score":0.88753015,"about_ca_system_score_codex":0.000107655156,"about_ca_system_score_gemma":0.000017058148,"threshold_uncertainty_score":0.55188596},"labels":[],"label_agreement":null},{"id":"W2014243031","doi":"10.1016/j.ajodo.2005.04.034","title":"Long-term sequellae of oral appliance therapy in obstructive sleep apnea patients: Part 2. Study-model analysis","year":2006,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":180,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Overjet; Medicine; Occlusion; Overbite; Dentistry; Oral appliance; Crossbite; Obstructive sleep apnea; Sleep apnea; Malocclusion; Dental arch; Dental occlusion; Orthodontics; Surgery; Anesthesia","score_opus":0.021603217596548603,"score_gpt":0.31528146074320207,"score_spread":0.2936782431466535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014243031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98672414,0.0003180443,0.012088755,0.00004944515,0.00012282368,0.0005127115,0.000035249308,0.0000074526633,0.00014136916],"genre_scores_gemma":[0.9951498,0.00029362098,0.0042907735,0.00005241066,0.000121539815,0.0000069704774,0.000018224313,0.00003491349,0.00003176104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965708,0.00022099778,0.0012564393,0.00035170806,0.0011717738,0.00042828397],"domain_scores_gemma":[0.99709123,0.00011204211,0.0010981471,0.00031057108,0.001117535,0.00027046236],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007914392,0.00029968447,0.0013256054,0.00082875177,0.00006968408,0.00004156079,0.00019617782,0.00007878032,0.000021614242],"category_scores_gemma":[0.0001485994,0.00024955394,0.00035720703,0.0018005547,0.000606801,0.00019747386,0.00009148912,0.0004926628,7.741123e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010154338,0.0012269999,0.8886858,0.000019728473,0.0009096794,0.00016200758,0.00044412696,0.0006519351,0.00009024809,0.00004576759,0.0000032151527,0.106745034],"study_design_scores_gemma":[0.0040402706,0.0025392212,0.9894721,0.000022906628,0.00083061383,0.000024735169,0.0006012999,0.0020956607,0.00008222889,0.000033432505,0.000045451176,0.00021208744],"about_ca_topic_score_codex":0.00025513233,"about_ca_topic_score_gemma":0.0003911592,"teacher_disagreement_score":0.106532946,"about_ca_system_score_codex":0.00011985787,"about_ca_system_score_gemma":0.00011497614,"threshold_uncertainty_score":0.99999565},"labels":[],"label_agreement":null},{"id":"W2014309219","doi":"10.1016/j.ijoa.2006.08.011","title":"Complications of neuraxial anesthesia in an extreme morbidly obese patient for cesarean section","year":2007,"lang":"en","type":"article","venue":"International Journal of Obstetric Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Morbidly obese; Medicine; Section (typography); Neuraxial blockade; Anesthesia; Regional anesthesia; Epidural space; Surgery; Obesity; Spinal anesthesia; Internal medicine; Weight loss","score_opus":0.047815983679667044,"score_gpt":0.334704694389468,"score_spread":0.28688871070980093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014309219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99389863,0.00021904401,0.0037869737,0.0012106699,0.00026214324,0.0003961621,0.0000027765022,0.000010629423,0.00021294176],"genre_scores_gemma":[0.9955915,0.000017270995,0.003844608,0.00013860824,0.0003380224,0.00000728941,0.00001793868,0.000026118947,0.000018625287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975663,0.00006880458,0.00092003547,0.00018843904,0.0010178487,0.00023859249],"domain_scores_gemma":[0.9964037,0.00047917536,0.00058187183,0.00019561972,0.0021521915,0.00018743475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058581086,0.0001430637,0.00032047424,0.0013929134,0.000034109336,0.000026763159,0.00035899418,0.000098161436,0.000027912236],"category_scores_gemma":[0.00048706622,0.00012813554,0.00018793056,0.00056568003,0.00009594839,0.0003128926,0.000016777409,0.00027911723,0.0000027204871],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056626615,0.0040001636,0.71400183,0.00011505878,0.0003500164,0.00577008,0.0020952853,0.0005191648,0.053117104,0.002452896,0.00018967174,0.21172607],"study_design_scores_gemma":[0.0034461834,0.0018794027,0.9720724,0.00011612464,0.000054048043,0.010331714,0.0009391654,0.0012760457,0.006851086,0.00023265548,0.0026556335,0.00014554236],"about_ca_topic_score_codex":0.00003641344,"about_ca_topic_score_gemma":0.000011718817,"teacher_disagreement_score":0.2580706,"about_ca_system_score_codex":0.00040230463,"about_ca_system_score_gemma":0.00012607149,"threshold_uncertainty_score":0.52252156},"labels":[],"label_agreement":null},{"id":"W2014669099","doi":"10.1016/j.resp.2013.10.004","title":"Impact of stepwise mandibular advancement on upper airway mechanics in obstructive sleep apnea using phrenic nerve magnetic stimulation","year":2013,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"Canadian Institutes of Health Research; ResMed","keywords":"Obstructive sleep apnea; Medicine; Pharynx; Airway; Apnea; Breathing; Anesthesia; Phrenic nerve; Pharyngeal muscles; Anatomy; Respiratory system","score_opus":0.02455925825340258,"score_gpt":0.3141900837726499,"score_spread":0.2896308255192473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014669099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99764717,0.000272124,0.00015640388,0.000041793137,0.0002607791,0.0014942563,0.00003134715,0.000031410553,0.00006471803],"genre_scores_gemma":[0.99913937,0.000011312523,0.00028427131,0.00024500967,0.00011275175,0.0000925901,0.000045172575,0.000058633297,0.000010885958],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99682623,0.000679142,0.0006960959,0.0008210012,0.00021023363,0.0007672876],"domain_scores_gemma":[0.99817544,0.00029915414,0.0002944634,0.0007329592,0.00032072904,0.00017725046],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019059241,0.000411154,0.00086383603,0.0006174289,0.00007124679,0.0000066127163,0.00023583509,0.00033742288,0.00089496974],"category_scores_gemma":[0.00017437186,0.00034281996,0.00026647645,0.00047079808,0.00033279986,0.00015368509,0.00019084256,0.0006269854,0.00012321158],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011939955,0.0003876628,0.028377205,0.000057523073,0.00012834027,0.00002209617,0.000057455305,0.010303373,0.95346296,0.00026078886,0.000006921295,0.005741672],"study_design_scores_gemma":[0.005042297,0.010531192,0.9276769,0.00004666023,0.00009429909,0.00003098767,0.00005692986,0.024463931,0.030750051,0.00089216663,0.000056488767,0.0003580768],"about_ca_topic_score_codex":0.00008802238,"about_ca_topic_score_gemma":0.0000038588214,"teacher_disagreement_score":0.9227129,"about_ca_system_score_codex":0.00041768033,"about_ca_system_score_gemma":0.0000990505,"threshold_uncertainty_score":0.99990237},"labels":[],"label_agreement":null},{"id":"W2016475454","doi":"10.1378/chest.10859","title":"What Are the Factors Predicting the Postoperative Apnea-Hypopnea Index?","year":2010,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Apnea–hypopnea index; Apnea; Anesthesia; Index (typography); Sleep apnea; Affect (linguistics); Obstructive sleep apnea; Hypopnea; Polysomnography","score_opus":0.029053774134401855,"score_gpt":0.30642425862921513,"score_spread":0.2773704844948133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016475454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97724485,0.00031943776,0.00014672006,0.018981265,0.0020063724,0.00035907456,0.000004131478,0.000026957065,0.00091115845],"genre_scores_gemma":[0.99773186,0.00005445627,0.00008672952,0.00047262208,0.0012326728,0.000009999744,0.0000028459106,0.000034485845,0.00037429782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981192,0.00015634604,0.00029056106,0.0002029663,0.00077422056,0.00045674617],"domain_scores_gemma":[0.998174,0.00043642358,0.00019993779,0.00043893885,0.0004680189,0.00028268644],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009271696,0.00019699632,0.00022643163,0.00009232877,0.0009701705,0.0005508506,0.0004516399,0.00012936963,0.0004160166],"category_scores_gemma":[0.0012900814,0.000087075816,0.00015918647,0.00026553374,0.00050634134,0.00051242486,0.00013916669,0.0035245123,0.000047048485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010713168,0.00009743631,0.9506891,0.000021986692,0.00024272356,0.00012037042,0.008075575,0.000005236173,0.023851607,0.000088626235,0.00042490312,0.016275354],"study_design_scores_gemma":[0.0009902166,0.00015865461,0.9156617,0.00006575541,0.00007653176,0.0018847213,0.059614394,0.0006987416,0.012059904,0.00016737924,0.008487807,0.00013419718],"about_ca_topic_score_codex":0.000015272051,"about_ca_topic_score_gemma":0.000043689066,"teacher_disagreement_score":0.05153882,"about_ca_system_score_codex":0.00009404564,"about_ca_system_score_gemma":0.00012533154,"threshold_uncertainty_score":0.9987744},"labels":[],"label_agreement":null},{"id":"W2016950975","doi":"10.1044/1092-4388(2012/11-0218)","title":"The Effect of Anatomic Factors on Tongue Position Variability During Consonants","year":2012,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; American Speech-Language-Hearing Foundation","keywords":"Tongue; Position (finance); Audiology; Psychology; Medicine","score_opus":0.030089248029211254,"score_gpt":0.3898265341422912,"score_spread":0.3597372861130799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016950975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99798423,0.00076394784,0.000002888752,0.0003258056,0.000085748914,0.00029102492,0.000003070947,0.000004653118,0.0005386173],"genre_scores_gemma":[0.9994551,0.00006994204,0.00006546176,0.0000032431283,0.00029732758,0.0000018053764,8.353888e-7,0.000013601641,0.00009267772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758756,0.0005102126,0.0003018984,0.00011100417,0.001029422,0.00045989503],"domain_scores_gemma":[0.99730885,0.0018055269,0.000096680735,0.00023109166,0.0002979108,0.00025992742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063865,0.00009497215,0.00029503595,0.00030655056,0.0002256938,0.000042879466,0.00012431096,0.000079581696,0.000061973216],"category_scores_gemma":[0.0020360278,0.000052798234,0.00009204185,0.00024706085,0.00024829965,0.00013931563,0.00010680665,0.0010014472,0.0000049838427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001537123,0.00008398196,0.71973574,0.00025457432,0.00011869767,0.00011887249,0.0011266394,3.532938e-7,0.25078735,0.00007115497,0.000018897226,0.02614665],"study_design_scores_gemma":[0.0009802531,0.0008889706,0.5991247,0.00013123239,0.00002086328,0.000248501,0.0009952643,0.000013015147,0.39751542,0.000018642468,0.000028380247,0.00003475065],"about_ca_topic_score_codex":0.00010872222,"about_ca_topic_score_gemma":0.000003173094,"teacher_disagreement_score":0.14672807,"about_ca_system_score_codex":0.00022658365,"about_ca_system_score_gemma":0.000044070264,"threshold_uncertainty_score":0.43508452},"labels":[],"label_agreement":null},{"id":"W2017334217","doi":"10.1007/s00408-011-9340-1","title":"Cardiovascular Consequences of Sleep Apnea","year":2011,"lang":"en","type":"review","venue":"Lung","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Sleep apnea; Medicine; Disease; Mechanism (biology); Obstructive sleep apnea; Apnea; Sleep (system call); Intensive care medicine; Bioinformatics; Cardiovascular health; Oxidative stress; Asphyxia; Neuroscience; Cardiology; Internal medicine; Psychology; Pediatrics; Biology","score_opus":0.06387113009368087,"score_gpt":0.3506843101853224,"score_spread":0.2868131800916416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017334217","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000074483364,0.9815036,0.00015296855,0.00000588223,0.0002585453,0.0011428952,0.000032680353,0.00003462818,0.016861359],"genre_scores_gemma":[0.00022249686,0.99861676,0.00048511312,0.0000058394107,0.00019814119,0.000089704,0.000046362857,0.00006257323,0.00027301357],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979291,0.0002344533,0.0005256349,0.00043069228,0.00053974066,0.0003403857],"domain_scores_gemma":[0.9983586,0.00011753145,0.00018964351,0.0009718802,0.00020010503,0.00016223002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047668675,0.00030928195,0.002588109,0.00029538537,0.000032069238,0.000007896815,0.00029590065,0.00030894513,0.00041942968],"category_scores_gemma":[0.00021302183,0.00022794591,0.0016668296,0.00040047077,0.00045368695,0.000039793435,0.00013254536,0.00052800716,0.00015833713],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007670015,0.000031065534,0.000061661376,0.037696574,0.0038062811,0.00013366851,0.00003837024,5.8561927e-8,0.0000035933454,0.0005335056,0.00004699774,0.9576405],"study_design_scores_gemma":[0.0002801286,0.00007325791,0.000015216006,0.0041822,0.0054333676,0.00034838234,0.00001940781,0.000006842924,0.00007175044,0.000024905785,0.98934245,0.00020211528],"about_ca_topic_score_codex":0.000091951064,"about_ca_topic_score_gemma":7.333468e-7,"teacher_disagreement_score":0.9892954,"about_ca_system_score_codex":0.00013200474,"about_ca_system_score_gemma":0.00016921255,"threshold_uncertainty_score":0.92953646},"labels":[],"label_agreement":null},{"id":"W2017436695","doi":"10.1016/j.otohns.2010.02.032","title":"Sleep apnea in patients with oral cavity and oropharyngeal cancer after surgery and chemoradiation therapy","year":2010,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Sleep apnea; Odds ratio; Body mass index; Surgery; Respiratory disturbance index; Polysomnography; Retrospective cohort study; Cancer; Apnea; Anesthesia; Internal medicine","score_opus":0.008729226976672902,"score_gpt":0.2569639946281961,"score_spread":0.2482347676515232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017436695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99861777,0.0001931564,0.0000054099833,0.00048360295,0.00012960643,0.000458399,0.000011106696,0.000011042111,0.00008991876],"genre_scores_gemma":[0.99929726,0.000025988058,0.00015650796,0.0002841551,0.00006578276,0.00010463396,0.000024653144,0.000022855296,0.000018180992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904245,0.00006723619,0.00013937947,0.00030820954,0.00015803002,0.0002846826],"domain_scores_gemma":[0.9994493,0.00010461118,0.0000444198,0.0001726806,0.00009430459,0.00013465856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016209605,0.00013410591,0.0003359668,0.000173421,0.00003365338,0.000012304263,0.00003399635,0.00014278464,0.00023415698],"category_scores_gemma":[0.00006506249,0.00010335537,0.000018722465,0.00015551563,0.0002496944,0.00013591365,0.00004025836,0.00037885018,0.000004305248],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016002554,0.00012594012,0.95048636,0.000031222768,0.000035118635,0.000041538147,0.00013334192,7.995273e-8,0.0019420054,0.000011123237,0.000008087769,0.045584943],"study_design_scores_gemma":[0.003333054,0.00021080549,0.99511665,0.000005275636,0.000014257063,0.000021912774,0.0000069771227,0.00026093458,0.00076982484,0.000012941485,0.00014256168,0.000104817474],"about_ca_topic_score_codex":0.0008746417,"about_ca_topic_score_gemma":0.0015595107,"teacher_disagreement_score":0.045480125,"about_ca_system_score_codex":0.000034877678,"about_ca_system_score_gemma":0.000030626954,"threshold_uncertainty_score":0.42147097},"labels":[],"label_agreement":null},{"id":"W2017852757","doi":"10.1038/srep06987","title":"Sleep apnea is not associated with worse outcomes in kidney transplant recipients","year":2014,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Semmelweis Egyetem","keywords":"Medicine; Obstructive sleep apnea; Hazard ratio; Proportional hazards model; Renal function; Internal medicine; Kidney disease; Sleep apnea; Confidence interval; Polysomnography; Prospective cohort study; Kidney transplantation; Transplantation; Apnea","score_opus":0.019181637715687594,"score_gpt":0.2805993841515621,"score_spread":0.2614177464358745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017852757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911465,0.000007438104,0.00021179716,0.0012713623,0.0026404276,0.0006848959,0.000016153586,0.000085582324,0.0039358134],"genre_scores_gemma":[0.9934276,3.9179827e-7,0.00027227934,0.00035778803,0.000036168694,0.00004135432,0.0001437003,0.00003723831,0.005683481],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99576414,0.0001318318,0.0006487128,0.001063998,0.0016799032,0.00071143004],"domain_scores_gemma":[0.99764025,0.000106169624,0.00025373648,0.0011218174,0.00034210025,0.0005359002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026502346,0.00024422788,0.00052665867,0.00055475265,0.00018782388,0.00013185998,0.00016213986,0.00013401388,0.00042711772],"category_scores_gemma":[0.0016332223,0.00017920752,0.00012799002,0.0011427343,0.00041727154,0.00017853084,0.000056008874,0.00038594278,0.00008322795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001290657,0.00039985354,0.98522705,0.000031653963,0.00011079916,0.001195877,0.00087709,0.000006032229,0.0068735136,0.000017240432,0.0008690044,0.0042628045],"study_design_scores_gemma":[0.0028425886,0.00025750283,0.9563294,0.0003311101,0.00012407644,0.00032441347,0.00008420443,0.0027433508,0.031341705,0.00045423754,0.004761828,0.00040557567],"about_ca_topic_score_codex":0.000063402484,"about_ca_topic_score_gemma":0.00009230762,"teacher_disagreement_score":0.02889766,"about_ca_system_score_codex":0.00022526678,"about_ca_system_score_gemma":0.00010971741,"threshold_uncertainty_score":0.73078704},"labels":[],"label_agreement":null},{"id":"W2018014518","doi":"10.1042/cs20140070","title":"New frontiers in obstructive sleep apnoea","year":2014,"lang":"en","type":"review","venue":"Clinical Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto Rehabilitation Institute; University of Toronto; University Health Network; University of British Columbia","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Heart, Lung, and Blood Institute; National Institute on Aging; Canadian Institutes of Health Research","keywords":"Medicine; Airway; Sleep (system call); Obstructive sleep apnea; Excessive daytime sleepiness; Diabetes mellitus; Intermittent hypoxia; Obesity; Asphyxia; Arousal; Intensive care medicine; Cardiology; Internal medicine; Sleep disorder; Anesthesia; Endocrinology; Insomnia; Psychology; Neuroscience; Psychiatry","score_opus":0.10405656063523687,"score_gpt":0.47311382550429587,"score_spread":0.369057264869059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018014518","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000670345,0.9855191,0.003109462,0.00014168868,0.0032676007,0.0015265374,0.0000068213994,0.00005228047,0.006309451],"genre_scores_gemma":[0.0000731812,0.97886217,0.019288575,0.00010003804,0.00096078357,0.000036014502,0.00000999056,0.000047554408,0.00062170974],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99429196,0.00038112968,0.0015204699,0.0015480359,0.0013013203,0.0009570712],"domain_scores_gemma":[0.9960162,0.0009905566,0.00041806485,0.0011297106,0.00021983302,0.0012256148],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0039902995,0.00040847083,0.003052916,0.0007189029,0.00010863413,0.00007578272,0.0014014108,0.00052221364,0.00019164856],"category_scores_gemma":[0.008746433,0.00029669853,0.0007089203,0.0030784297,0.0025717153,0.00019538567,0.0005580179,0.0020282103,0.0005347724],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018279083,0.00005651885,0.0024884366,0.0012174032,0.000042430205,0.00004378901,0.00001168794,1.6352067e-7,2.7000485e-7,0.00024959852,0.0005233812,0.99534804],"study_design_scores_gemma":[0.0008558067,0.00034334205,0.0039030013,0.003249823,0.0002880186,0.00005257653,0.0000241027,0.00022055546,9.931023e-7,0.00057168363,0.99013805,0.00035204698],"about_ca_topic_score_codex":0.000046236786,"about_ca_topic_score_gemma":0.000004812231,"teacher_disagreement_score":0.994996,"about_ca_system_score_codex":0.0007133355,"about_ca_system_score_gemma":0.0016719225,"threshold_uncertainty_score":0.9999485},"labels":[],"label_agreement":null},{"id":"W2018728483","doi":"10.1378/chest.122.5.1679","title":"Can Continuous Positive Airway Pressure Therapy Improve the General Health Status of Patients With Obstructive Sleep Apnea?","year":2002,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Positive airway pressure; Sleep apnea; Airway; Apnea; Intensive care medicine; Cardiology; Sleep (system call); Anesthesia; Internal medicine","score_opus":0.013955397402084738,"score_gpt":0.26762102419041006,"score_spread":0.2536656267883253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018728483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923735,0.002524402,0.00022858106,0.0022941092,0.0002744961,0.0011182806,0.0002061645,0.000017304586,0.0009631085],"genre_scores_gemma":[0.9976694,0.00021662893,0.0010130606,0.0003218405,0.00037723218,0.000016097372,0.000018655288,0.00005158098,0.00031551518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729943,0.00024590208,0.00042992592,0.00028627348,0.0009131309,0.00082536094],"domain_scores_gemma":[0.9975425,0.00010433886,0.00048342944,0.00035418704,0.0009877617,0.00052777136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025381372,0.000258241,0.0005025008,0.00013135515,0.00030349937,0.000053462027,0.00022456428,0.00008528197,0.00032656058],"category_scores_gemma":[0.00011214954,0.00014630493,0.00013241262,0.0002715301,0.00044080892,0.00014127175,0.000050659073,0.0009642559,0.000005191806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022186877,0.0010867195,0.5690968,0.00012504176,0.0019616103,0.000060493934,0.012208032,0.000041154017,0.0029050708,0.00015366035,0.0004702911,0.40967244],"study_design_scores_gemma":[0.008627164,0.0040675495,0.9752003,0.00005244478,0.00010821082,0.000116115196,0.001245614,0.0006272994,0.007336591,0.00006598818,0.0023456302,0.00020710021],"about_ca_topic_score_codex":0.00016828712,"about_ca_topic_score_gemma":0.000016058757,"teacher_disagreement_score":0.40946534,"about_ca_system_score_codex":0.00029096912,"about_ca_system_score_gemma":0.00013486693,"threshold_uncertainty_score":0.5966142},"labels":[],"label_agreement":null},{"id":"W2018804515","doi":"10.5664/jcsm.3070","title":"Serum Inflammatory Markers in Obstructive Sleep Apnea: A Meta-Analysis","year":2013,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":470,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Selectin; Internal medicine; Meta-analysis; Gastroenterology; Population; Sleep apnea; Tumor necrosis factor alpha; C-reactive protein; Inflammation; Immunology","score_opus":0.20358832151199946,"score_gpt":0.4729176921549432,"score_spread":0.26932937064294377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018804515","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005167168,0.9920251,0.0002371626,0.0016356758,0.0015013473,0.0022582964,0.000035149456,0.00002793615,0.0017626509],"genre_scores_gemma":[0.001113826,0.992317,0.0017721066,0.00041905665,0.0034920534,0.00012246167,0.00004551735,0.00018650813,0.00053145626],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.978498,0.0035339582,0.012196441,0.0011525542,0.0035063175,0.0011127504],"domain_scores_gemma":[0.97887933,0.008075845,0.00752561,0.0015970793,0.0020405531,0.0018815567],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","metaepi_broad","research_integrity"],"category_scores_codex":[0.01393789,0.0013177746,0.0266323,0.0042228717,0.000078202975,0.000044385448,0.001341858,0.0016217183,0.008356855],"category_scores_gemma":[0.015037367,0.0007464268,0.014044338,0.004122815,0.0014174652,0.00040097904,0.0003838524,0.007703237,0.00021835249],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033811035,0.00033932074,0.0025588183,0.0040534157,0.28049022,0.0016958922,0.000054974676,0.0000060297575,3.1468286e-7,0.000031992353,0.0004504645,0.7099804],"study_design_scores_gemma":[0.004585529,0.0017395358,0.008924297,0.0018561663,0.6222873,0.00072343525,0.00023926402,0.00018225594,4.4754478e-7,0.00012261939,0.3587916,0.0005475556],"about_ca_topic_score_codex":0.00004827723,"about_ca_topic_score_gemma":0.00003054363,"teacher_disagreement_score":0.7094329,"about_ca_system_score_codex":0.000644567,"about_ca_system_score_gemma":0.00061978755,"threshold_uncertainty_score":0.9999574},"labels":[],"label_agreement":null},{"id":"W2019062899","doi":"10.2319/100107-470.1","title":"Changes in Occlusal Contact Area during Oral Appliance Therapy Assessed on Study Models","year":2008,"lang":"en","type":"article","venue":"The Angle Orthodontist","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Premolar; Medicine; Occlusion; Dentistry; Molar; Oral appliance; Obstructive sleep apnea; Dental occlusion; Orthodontics; Internal medicine","score_opus":0.12392151446019763,"score_gpt":0.346557908035642,"score_spread":0.2226363935754444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019062899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940795,0.00020331789,0.00021018965,0.0006554277,0.000077000215,0.0016412409,0.000009246566,0.00007868814,0.0030454127],"genre_scores_gemma":[0.9984289,0.00014947494,0.00021736234,0.00017008779,0.00012528451,0.00016178841,0.000009038892,0.000049875653,0.0006882285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980209,0.0002743244,0.00022077332,0.00040834994,0.00060667546,0.00046898628],"domain_scores_gemma":[0.9989092,0.00016239856,0.00007459252,0.00064992934,0.000097174976,0.00010675092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052181556,0.00022947202,0.00043884915,0.00016191116,0.00022401703,0.000024491028,0.000264861,0.00006557473,0.00009100735],"category_scores_gemma":[0.000058863363,0.00015644684,0.00007061311,0.0004335048,0.00012329702,0.0001136468,0.00008792036,0.00044153788,0.000037226855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028872364,0.0021509512,0.96185213,0.000032380034,0.00019574366,0.0020459876,0.0022488986,0.00009216006,0.019932514,0.00031116497,0.00009076492,0.008160089],"study_design_scores_gemma":[0.005552133,0.0010021589,0.98468655,0.00003761617,0.000016723126,0.000117787495,0.0008626876,0.0010342074,0.006366187,0.00004085815,0.00010450217,0.00017855638],"about_ca_topic_score_codex":0.00050256075,"about_ca_topic_score_gemma":0.0018571966,"teacher_disagreement_score":0.022834474,"about_ca_system_score_codex":0.00015559696,"about_ca_system_score_gemma":0.000040133684,"threshold_uncertainty_score":0.6379717},"labels":[],"label_agreement":null},{"id":"W2019072192","doi":"10.1097/aco.0000000000000129","title":"Perioperative management for the obese outpatient","year":2014,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Toronto Western Hospital","funders":"National Institutes of Health; Wellcome Trust; Howard Hughes Medical Institute","keywords":"Medicine; Perioperative; Obstructive sleep apnea; Ambulatory; Intensive care medicine; Adverse effect; Obesity hypoventilation syndrome; Population; Obesity; Airway; Airway management; Surgery; Anesthesia; Internal medicine","score_opus":0.14609591972809402,"score_gpt":0.45344734544168014,"score_spread":0.3073514257135861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019072192","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000097656075,0.9889283,0.0005631443,0.00021163918,0.0039897677,0.006036034,0.000028212198,0.000026418998,0.00020671108],"genre_scores_gemma":[0.000017815351,0.9950999,0.0002942351,0.000031121064,0.0006271949,0.0034094627,0.0003451683,0.0000643211,0.00011075542],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970551,0.00055810367,0.0008022437,0.0007303138,0.00028225066,0.00057198835],"domain_scores_gemma":[0.9980667,0.00064794405,0.00025498797,0.0007638635,0.00013899864,0.00012748703],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072838727,0.00046458273,0.0017466065,0.00046634438,0.00012620751,0.000022352417,0.0004750057,0.00030035496,0.000068775626],"category_scores_gemma":[0.0002666659,0.00026738082,0.0005531504,0.00035630012,0.00031393624,0.000026238495,0.00023050338,0.0008369286,0.00016239088],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052738735,0.00016750852,0.000077119104,0.02528834,0.00014489998,0.000001947854,0.000086618405,8.692385e-7,2.0969816e-8,0.006523845,0.0006858036,0.96697026],"study_design_scores_gemma":[0.0009890449,0.0011069395,0.00025561664,0.0078572,0.0002515099,0.000014821288,0.00008205361,0.00023365363,8.358013e-8,0.00004917934,0.9889215,0.00023836478],"about_ca_topic_score_codex":0.0000043891378,"about_ca_topic_score_gemma":0.000001949254,"teacher_disagreement_score":0.9882357,"about_ca_system_score_codex":0.00038730528,"about_ca_system_score_gemma":0.00011333284,"threshold_uncertainty_score":0.9999778},"labels":[],"label_agreement":null},{"id":"W2019185904","doi":"10.1016/j.cjca.2015.03.011","title":"Epidemiology of Sleep Disturbances and Cardiovascular Consequences","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; Providence Health Care; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obesity; Hypoxemia; Disease; Epidemiology; Sleep apnea; Risk factor; Pediatrics; Sleep (system call); Obstructive sleep apnea; Asphyxia; Adverse effect; Sleep disorder; Internal medicine; Insomnia; Psychiatry","score_opus":0.12471161021630195,"score_gpt":0.3736345692310101,"score_spread":0.24892295901470818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019185904","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007906746,0.9959921,0.00022443055,0.00011218909,0.0007818418,0.00039094413,0.000100004574,0.0000024691224,0.0023169261],"genre_scores_gemma":[0.007224514,0.991178,0.00031296263,0.000021003878,0.001182609,0.000009736983,0.000015081305,0.000032709915,0.000023391749],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959671,0.001727127,0.0011985407,0.0003173003,0.00025019055,0.00053972413],"domain_scores_gemma":[0.99604285,0.00073240546,0.0006614661,0.00046258836,0.00085922173,0.0012414498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036131057,0.00031659246,0.006978702,0.0008225338,0.00004650261,0.0000032396206,0.0003324311,0.0005610253,0.00001708605],"category_scores_gemma":[0.003436271,0.00022425893,0.0015852856,0.00026782244,0.0025072542,0.000049281924,0.0000372357,0.00093177,0.000006137313],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002308364,0.0000010212749,0.016141852,0.0041039074,0.0072730808,0.0012303999,0.000028709912,0.00002310301,1.7307987e-7,0.00042888444,0.0011750269,0.96957076],"study_design_scores_gemma":[0.0004280712,0.0004294415,0.0009632892,0.0014413417,0.0034832675,0.014166115,0.00006169521,7.7661184e-7,4.6112285e-7,0.00039650386,0.97847605,0.00015298437],"about_ca_topic_score_codex":0.0007665333,"about_ca_topic_score_gemma":0.00016104091,"teacher_disagreement_score":0.977301,"about_ca_system_score_codex":0.00032727464,"about_ca_system_score_gemma":0.0037179939,"threshold_uncertainty_score":0.9238083},"labels":[],"label_agreement":null},{"id":"W2019241323","doi":"10.5665/sleep.2548","title":"Performance of an Automated Polysomnography Scoring System Versus Computer-Assisted Manual Scoring","year":2013,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":217,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Philips Respironics Foundation; ResMed; Jazz Pharmaceuticals; American Academy of Sleep Medicine; Harvard University; University of Wisconsin-Madison; University of Pennsylvania; Sanofi; Pfizer","keywords":"Polysomnography; Intraclass correlation; Sleep medicine; Technician; Scoring system; Medicine; Computer science; Apnea; Sleep disorder; Psychometrics; Surgery; Internal medicine","score_opus":0.021690791101170732,"score_gpt":0.3026300013007919,"score_spread":0.28093921019962115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019241323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99567163,0.000057018777,0.00007488261,0.000027868631,0.00081622746,0.00063439895,0.000005248902,0.0006017918,0.002110936],"genre_scores_gemma":[0.99409026,0.0000024391213,0.005533015,0.000008042629,0.00024523435,0.00004144339,0.000026739495,0.000040095638,0.000012718016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800515,0.00008146484,0.00040272414,0.0003746327,0.000629442,0.0005065838],"domain_scores_gemma":[0.99863964,0.000048644877,0.00013434654,0.0005674043,0.00032298904,0.00028699214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002133654,0.0002070172,0.0003933063,0.00045858708,0.00011997479,0.000040613722,0.00023312817,0.00009933073,0.00009057312],"category_scores_gemma":[0.000019403646,0.00018992118,0.000117549826,0.00063890166,0.00014857367,0.00038544548,0.00013634948,0.0002541291,0.00014046818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022207538,0.0009316276,0.42880622,0.0036646633,0.0011485944,0.0001697481,0.0009350269,0.00070522807,0.1466711,0.000396552,0.00006543819,0.41428503],"study_design_scores_gemma":[0.0030720248,0.0012018532,0.52113163,0.0002475052,0.00007499443,0.00005551753,0.000542701,0.46059498,0.012912118,4.2151765e-7,0.000007841306,0.00015842722],"about_ca_topic_score_codex":0.00027769821,"about_ca_topic_score_gemma":0.0000037338405,"teacher_disagreement_score":0.45988977,"about_ca_system_score_codex":0.00018647165,"about_ca_system_score_gemma":0.000022735332,"threshold_uncertainty_score":0.7744761},"labels":[],"label_agreement":null},{"id":"W2019536807","doi":"10.1371/journal.pone.0104572","title":"Effects of Aging on Genioglossus Motor Units in Humans","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University; University of Waterloo","funders":"National Heart, Lung, and Blood Institute; Medical Research Council; National Institutes of Health","keywords":"Genioglossus; Medicine; Motor unit; Apnea; Cardiology; Obstructive sleep apnea; Electromyography; Dilator; Sleep apnea; Internal medicine; Audiology; Anesthesia; Physical medicine and rehabilitation; Anatomy","score_opus":0.0395274360586373,"score_gpt":0.2759173901536488,"score_spread":0.2363899540950115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019536807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961293,0.00007870593,0.000023497467,0.00018346737,0.000022477698,0.0005112711,0.0000022727654,0.000026198628,0.0030228463],"genre_scores_gemma":[0.9989361,0.00000819636,0.0005156834,0.000073335585,0.00011542654,0.000026407877,0.000004177189,0.000022518652,0.00029813452],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99886143,0.00009575687,0.00014825433,0.00017852645,0.0004851595,0.00023089268],"domain_scores_gemma":[0.9991783,0.00030502706,0.00003709389,0.00024797715,0.00014182607,0.0000897597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018923312,0.00008804613,0.00027462048,0.00025389277,0.00002069845,0.0000043905256,0.00008778527,0.00005039819,0.000046089266],"category_scores_gemma":[0.0009093121,0.000081330225,0.000025462718,0.0003038855,0.00006181851,0.00002848505,0.000042962027,0.0002359284,0.000068735484],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000170193,0.0017963749,0.09950762,0.0013772009,0.00018495168,0.000043055265,0.0003381009,0.00000125455,0.8923093,0.00075791404,0.00000796996,0.003506072],"study_design_scores_gemma":[0.0022728564,0.00081840984,0.31324458,0.0005692424,0.000074542935,5.149429e-7,0.000024774943,0.00055835344,0.6822424,0.00010099674,0.000019567053,0.0000737812],"about_ca_topic_score_codex":0.000040330662,"about_ca_topic_score_gemma":0.000008081772,"teacher_disagreement_score":0.21373694,"about_ca_system_score_codex":0.00007819772,"about_ca_system_score_gemma":0.000014634691,"threshold_uncertainty_score":0.33165503},"labels":[],"label_agreement":null},{"id":"W2019620605","doi":"10.1161/01.cir.103.2.238","title":"Overnight Shift From Obstructive to Central Apneas in Patients With Heart Failure","year":2001,"lang":"en","type":"article","venue":"Circulation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":248,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Medicine; Heart failure; Central sleep apnea; Polysomnography; Cardiology; Obstructive sleep apnea; Ventilation (architecture); Apnea; Internal medicine; Periodic breathing; Anesthesia","score_opus":0.009575462928128903,"score_gpt":0.24746067241165112,"score_spread":0.2378852094835222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019620605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99639434,0.000009850428,0.0015446284,0.00078011927,0.00007459206,0.0007850216,0.000020359716,0.000033832526,0.00035726948],"genre_scores_gemma":[0.9980007,1.2294262e-7,0.0015199202,0.0001247692,0.00012568157,0.00001713496,0.0001794753,0.000024916098,0.0000073164397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985048,0.000054610297,0.00019212086,0.0003474859,0.0005585676,0.0003423757],"domain_scores_gemma":[0.9993339,0.00003752693,0.00004201422,0.0002530712,0.00012993117,0.00020350896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005783444,0.00013015536,0.00020142314,0.0001653469,0.000044984685,0.000023687355,0.000057711135,0.00008353501,0.0003204022],"category_scores_gemma":[0.00007842703,0.000116175805,0.00003736932,0.00043990384,0.0000388488,0.00019360647,0.000027131337,0.00019434345,0.0001004809],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004757082,0.000116820665,0.9957665,0.000006444356,0.00002774085,0.000010729149,0.00042207702,0.00019067428,0.0008427054,0.0000719396,0.000018180173,0.002050457],"study_design_scores_gemma":[0.0026636187,0.00008704971,0.9955765,0.00003879124,0.000019256728,0.000002266617,0.00008415002,0.0002914238,0.00028167033,0.00024097113,0.00058917684,0.00012514148],"about_ca_topic_score_codex":0.00022880058,"about_ca_topic_score_gemma":0.00013777874,"teacher_disagreement_score":0.0021879105,"about_ca_system_score_codex":0.00043967407,"about_ca_system_score_gemma":0.000029239029,"threshold_uncertainty_score":0.4737512},"labels":[],"label_agreement":null},{"id":"W2019806422","doi":"10.1007/s11325-010-0391-y","title":"Factors that influence CPAP adherence: an overview","year":2010,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ontario Centre of Excellence for Child and Youth Mental Health","funders":"","keywords":"Continuous positive airway pressure; Medicine; Obstructive sleep apnea; Otorhinolaryngology; Quality of life (healthcare); Neurology; Intensive care medicine; Sleep apnea; Health care; Public health; Medical emergency; Nursing; Internal medicine; Surgery; Psychiatry","score_opus":0.1439458791969757,"score_gpt":0.4092969765665934,"score_spread":0.2653510973696177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019806422","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017313076,0.98046625,0.0000062798995,0.0000142251865,0.00030241956,0.0010377789,0.00004766299,0.000104813,0.0007075037],"genre_scores_gemma":[0.0028243745,0.9962049,0.00026754115,0.000058978494,0.00020645326,0.000057532325,0.00015599631,0.00009598589,0.00012820202],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972791,0.00018463601,0.00046863878,0.00081366126,0.00067349424,0.00058044726],"domain_scores_gemma":[0.9980747,0.00023698165,0.00024687732,0.0007906327,0.00013714348,0.00051368255],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042151034,0.0006339403,0.0018430048,0.0003032381,0.00021542987,0.00017106808,0.00035328584,0.0007108664,0.00023994873],"category_scores_gemma":[0.00017974316,0.00042414074,0.00037558938,0.00033415586,0.00024026174,0.00040649247,0.0002616013,0.0019626338,0.000058713755],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005061836,0.000054426386,0.002278285,0.010945562,0.00016097423,0.000097600714,0.00030710877,1.33859075e-8,0.000008287842,0.00014055472,0.000002353503,0.98599976],"study_design_scores_gemma":[0.0006205255,0.00038334983,0.0038624245,0.0148861185,0.0018807362,0.0007328458,0.00029314848,0.000021913458,0.000025648606,0.00010512952,0.9763855,0.00080270844],"about_ca_topic_score_codex":0.00018109978,"about_ca_topic_score_gemma":0.000023592425,"teacher_disagreement_score":0.98519707,"about_ca_system_score_codex":0.00011404061,"about_ca_system_score_gemma":0.0001210992,"threshold_uncertainty_score":0.99982107},"labels":[],"label_agreement":null},{"id":"W2020001173","doi":"10.1164/rccm.200509-1442oc","title":"Association of Nocturnal Arrhythmias with Sleep-disordered Breathing","year":2006,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1251,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Strong; Case Western Reserve University; University of Oklahoma; Johns Hopkins University; University of Pittsburgh; University of Washington; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Medicine; Cardiology; Internal medicine; Ventricular tachycardia; Bigeminy; Respiratory disturbance index; Breathing; Polysomnography; Atrial fibrillation; Odds ratio; Anesthesia; Apnea","score_opus":0.01106968287204162,"score_gpt":0.3010718269951132,"score_spread":0.29000214412307157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020001173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894775,0.0030676809,0.0015176017,0.00424457,0.000091875954,0.00010591597,0.000005801522,0.000008615247,0.0014804427],"genre_scores_gemma":[0.99753803,0.000014957304,0.0011840704,0.00047479253,0.00074601604,0.0000017109702,0.0000017120233,0.000019371382,0.00001933016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977119,0.000200889,0.0005890857,0.0001629341,0.0010524732,0.00028273105],"domain_scores_gemma":[0.9969841,0.00059676176,0.00038397263,0.00014122654,0.0016177071,0.0002761955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067033316,0.00015499681,0.00069688074,0.00028134076,0.000073375995,0.00001053907,0.00007633855,0.000058600584,0.00008755975],"category_scores_gemma":[0.0012735442,0.00010175023,0.00008276388,0.00038102962,0.0010954854,0.00012237838,0.000021144657,0.0005609964,7.2341686e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031396062,0.00020374893,0.782254,0.00055960275,0.0003640344,0.0017315695,0.0019203495,0.000018602279,0.020381073,0.001448405,0.00035509857,0.18762393],"study_design_scores_gemma":[0.020084728,0.06601203,0.825247,0.002093818,0.0026770716,0.005697332,0.052416213,0.00010582583,0.013397691,0.0008784509,0.010731424,0.0006583962],"about_ca_topic_score_codex":0.00006885696,"about_ca_topic_score_gemma":0.0000121868925,"teacher_disagreement_score":0.18696554,"about_ca_system_score_codex":0.0001610687,"about_ca_system_score_gemma":0.000102114755,"threshold_uncertainty_score":0.4149254},"labels":[],"label_agreement":null},{"id":"W2020132411","doi":"10.1007/bf03019942","title":"OSA Questionnaire: A new tool for screening obstructive sleep apnea","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Obstructive sleep apnea; Sleep (system call); Medicine; Sleep apnea; Physical therapy; Audiology; Cardiology; Computer science","score_opus":0.01696657437179823,"score_gpt":0.2653614806353323,"score_spread":0.2483949062635341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020132411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685584,0.001758743,0.019350685,0.008439257,0.0007199665,0.00073631475,0.000009938165,0.000023671795,0.00040303104],"genre_scores_gemma":[0.9787613,0.00001134469,0.016941365,0.00022691491,0.0032700724,0.000004322834,0.000009156406,0.00013025508,0.00064527907],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9951029,0.00012916858,0.0014248901,0.0003967073,0.0010435262,0.0019028388],"domain_scores_gemma":[0.9896547,0.0002691275,0.00087483623,0.00038648347,0.0023992842,0.006415526],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033637553,0.0005032131,0.000954671,0.0019542002,0.00076996133,0.00029849116,0.00067149196,0.00037479788,0.00023458277],"category_scores_gemma":[0.0017287617,0.00046869437,0.0006678048,0.00091111806,0.0004027388,0.0007120718,0.0000137333645,0.0015956035,0.000015725356],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020993263,0.00006769929,0.06570403,0.00013046055,0.00074358867,0.69232965,0.0024316832,0.00016374748,0.0005221916,0.0019436119,0.0032930237,0.23057099],"study_design_scores_gemma":[0.0033721228,0.0018336229,0.08130281,0.00031042352,0.00032732612,0.89780974,0.0011806666,0.00012107719,0.00071295176,0.0009286597,0.011642682,0.00045791984],"about_ca_topic_score_codex":0.005944244,"about_ca_topic_score_gemma":0.0107654715,"teacher_disagreement_score":0.23011307,"about_ca_system_score_codex":0.0021694843,"about_ca_system_score_gemma":0.0053012227,"threshold_uncertainty_score":0.9997765},"labels":[],"label_agreement":null},{"id":"W2020712660","doi":"10.1259/dmfr/79433138","title":"Three-dimensional segmentation of the upper airway using cone beam CT: a systematic review","year":2012,"lang":"en","type":"review","venue":"Dentomaxillofacial Radiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Checklist; Airway; MEDLINE; Medicine; Reliability (semiconductor); Intraclass correlation; Systematic review; Validity; Cone beam computed tomography; Protocol (science); Gold standard (test); Medical physics; Computer science; Radiology; Surgery; Pathology; Psychology; Psychometrics; Computed tomography","score_opus":0.06409765806444115,"score_gpt":0.3684188521755899,"score_spread":0.3043211941111488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020712660","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00077259546,0.99043906,0.00008648768,0.000040682775,0.0010062697,0.007456105,0.00009844942,0.000029169569,0.00007117822],"genre_scores_gemma":[0.00015711854,0.99834734,0.00030018305,0.00019122865,0.00022938394,0.00038389038,0.00019081638,0.00009711237,0.00010293862],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.995578,0.0006935418,0.0016530378,0.00052146864,0.000923519,0.00063042564],"domain_scores_gemma":[0.9970392,0.00024064266,0.001222851,0.0009718143,0.0003137881,0.00021171183],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011327771,0.00056467595,0.004611298,0.00033930782,0.00013116455,0.000010542453,0.0004892385,0.0003220723,0.00045059455],"category_scores_gemma":[0.0007723881,0.00033438354,0.0012273033,0.00074815575,0.00050332653,0.00008399887,0.0003006239,0.00069561444,0.0001699175],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017828886,0.0001272031,0.00051941944,0.9386873,0.0014731579,0.000052705585,0.000028380618,4.838086e-7,0.00008207538,0.00014601742,0.000044135126,0.05882125],"study_design_scores_gemma":[0.0020677035,0.00040395622,0.00046311802,0.8455268,0.05236619,0.024939124,0.000037641476,0.00010332789,0.00013637436,0.000040201496,0.07272506,0.001190487],"about_ca_topic_score_codex":0.000063742424,"about_ca_topic_score_gemma":0.00000754401,"teacher_disagreement_score":0.09316052,"about_ca_system_score_codex":0.00066628,"about_ca_system_score_gemma":0.00035706913,"threshold_uncertainty_score":0.99991083},"labels":[],"label_agreement":null},{"id":"W2020713898","doi":"10.1164/ajrccm.163.7.2007014","title":"Impact of Obstructive Sleep Apnea on Left Ventricular Mass and Diastolic Function","year":2001,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Body mass index; Polysomnography; Obstructive sleep apnea; Diabetes mellitus; Sleep apnea; Diastole; Left ventricular hypertrophy; Apnea–hypopnea index; Obesity; Doppler echocardiography; Apnea; Blood pressure; Endocrinology","score_opus":0.017560586470491503,"score_gpt":0.33173587980479635,"score_spread":0.31417529333430483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020713898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933411,0.004132096,0.0011091072,0.0006738853,0.00013966952,0.00013231773,0.0000071026116,0.0000071847253,0.00045755034],"genre_scores_gemma":[0.9989452,0.000050822862,0.00012567751,0.0003969024,0.00045528656,0.0000015939787,0.0000015796314,0.000019468915,0.0000034954787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809116,0.00021850296,0.0004729951,0.00022371816,0.0006945942,0.0002990125],"domain_scores_gemma":[0.99763906,0.00049774325,0.0002001819,0.0001868054,0.00089160615,0.0005845974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003594147,0.00019696349,0.0007270416,0.00041620285,0.00007226379,0.00000841639,0.00007443336,0.00006152436,0.00015583585],"category_scores_gemma":[0.0013947311,0.00013078384,0.00014198903,0.00039579222,0.0018443959,0.00011183243,0.00002618114,0.00052794366,0.0000013114471],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004251949,0.00013136958,0.5836065,0.0001558646,0.00032925466,0.0014510172,0.0009154544,0.0000072148587,0.011431024,0.00040279306,0.0000426179,0.39727497],"study_design_scores_gemma":[0.0034990904,0.05000205,0.9304844,0.00026805163,0.00059620076,0.0020892147,0.010868107,0.000043979344,0.0008234933,0.00023566271,0.0009216904,0.00016804636],"about_ca_topic_score_codex":0.000029694735,"about_ca_topic_score_gemma":9.1410544e-7,"teacher_disagreement_score":0.39710692,"about_ca_system_score_codex":0.00013355992,"about_ca_system_score_gemma":0.00006158392,"threshold_uncertainty_score":0.6795753},"labels":[],"label_agreement":null},{"id":"W2021247880","doi":"10.1016/j.jcjo.2013.11.010","title":"Long-term effects of PAP on ocular surface in obstructive sleep apnea syndrome","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Hypopnea; Ophthalmology; Positive airway pressure; Eyelid; Continuous positive airway pressure; Internal medicine; Polysomnography; Apnea","score_opus":0.01416612604258086,"score_gpt":0.28074327726735254,"score_spread":0.26657715122477166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021247880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99463546,0.00043875317,0.00005338965,0.00024209674,0.0006696243,0.00031658757,0.0000058642404,0.0000020817627,0.0036361206],"genre_scores_gemma":[0.9994591,0.000001242557,0.0002982785,0.000027585089,0.000075660275,0.0000025362008,0.0000033111462,0.00003492263,0.00009739985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979417,0.00038231222,0.0005211123,0.00023967699,0.00033099175,0.0005842343],"domain_scores_gemma":[0.99773616,0.00046525273,0.00027594497,0.00034822774,0.00033899874,0.0008354122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005282004,0.00020155362,0.0007661776,0.0007625297,0.000045628803,0.00001033645,0.00030403427,0.00022273183,0.00043332166],"category_scores_gemma":[0.0011216276,0.00018470052,0.00016798436,0.00038248237,0.0003918383,0.00008920875,0.000023858822,0.00072650996,0.000028610873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021983369,0.0000857673,0.872952,0.00025819268,0.0002322675,0.12076312,0.00022637124,0.0001271761,0.00323599,0.00032142844,0.0000075282956,0.0015703475],"study_design_scores_gemma":[0.0020318802,0.002348933,0.8562565,0.00018484978,0.000052726857,0.13369253,0.0000422328,0.000046736986,0.0049450723,0.0002711303,0.000008355915,0.000119050965],"about_ca_topic_score_codex":0.0013061335,"about_ca_topic_score_gemma":0.00017383062,"teacher_disagreement_score":0.01669547,"about_ca_system_score_codex":0.0004333948,"about_ca_system_score_gemma":0.00033889542,"threshold_uncertainty_score":0.7531868},"labels":[],"label_agreement":null},{"id":"W2021479817","doi":"10.1016/j.ajodo.2004.06.035","title":"A comparison of responders and nonresponders to oral appliance therapy for the treatment of obstructive sleep apnea","year":2006,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Oral appliance; Medicine; Sleep apnea; Internal medicine","score_opus":0.04353034815512144,"score_gpt":0.3768283574014606,"score_spread":0.3332980092463391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021479817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9568699,0.0018624077,0.039825194,0.0005348941,0.00012456186,0.00070458563,0.000036984267,0.0000035662993,0.000037923357],"genre_scores_gemma":[0.98324674,0.00065489666,0.0158136,0.00006036976,0.0001439232,0.000011517431,0.0000027051321,0.000025247089,0.000041010684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981504,0.00011531821,0.00071023183,0.00019701113,0.0005578562,0.0002691574],"domain_scores_gemma":[0.9976628,0.00061044056,0.0006936315,0.00019572793,0.00063254795,0.0002048514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005265585,0.00020026465,0.0008745445,0.00026671754,0.00009779336,0.000022917522,0.000109201115,0.000051595372,0.0000051441666],"category_scores_gemma":[0.00015849245,0.00013138012,0.00021246978,0.00044266856,0.000826622,0.00006355046,0.000028148852,0.00014151198,1.6331808e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0073182797,0.00036777736,0.6113809,0.00002311886,0.00036456666,0.000013094029,0.0016600391,0.000090479145,0.0026382888,0.00022575518,0.00001696342,0.37590075],"study_design_scores_gemma":[0.0077522774,0.02255709,0.93496495,0.000048552414,0.0006624463,0.00013177103,0.010836085,0.0018226759,0.0062901243,0.000110578,0.01455422,0.00026921398],"about_ca_topic_score_codex":0.00016068698,"about_ca_topic_score_gemma":0.000066094595,"teacher_disagreement_score":0.37563154,"about_ca_system_score_codex":0.00006162324,"about_ca_system_score_gemma":0.0000931556,"threshold_uncertainty_score":0.53575253},"labels":[],"label_agreement":null},{"id":"W2021592029","doi":"10.1046/j.1365-2273.2002.00588.x","title":"Dexamethasone reduces pain after tonsillectomy in adults","year":2002,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University","keywords":"Medicine; Tonsillectomy; Piroxicam; Analgesic; Dexamethasone; Anesthesia; Placebo; Randomized controlled trial; Surgery; Internal medicine","score_opus":0.044959868633738444,"score_gpt":0.35456063433980206,"score_spread":0.3096007657060636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021592029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98873025,0.0011540876,0.000068702444,0.004581957,0.0002968483,0.0006499087,0.000003554996,0.00006300866,0.004451672],"genre_scores_gemma":[0.99445665,0.00015009068,0.0023603518,0.0020423478,0.00033479277,0.00013655199,0.0000072555686,0.000033487402,0.0004784706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963884,0.0012447912,0.00083147286,0.0006599705,0.00026411883,0.0006112696],"domain_scores_gemma":[0.99687386,0.0020556755,0.00008800677,0.00051456766,0.00013030165,0.0003375844],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018891621,0.00019075244,0.00070557767,0.00027654902,0.000031179545,0.000008958522,0.0001896986,0.00044507123,0.004057431],"category_scores_gemma":[0.007639205,0.000165106,0.00021553788,0.0005266246,0.0007624962,0.00007854276,0.00013746278,0.0011221513,0.000738841],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011745625,0.00090708124,0.9097963,0.0000570328,0.00007174802,0.0012897139,0.00017676245,2.3792461e-7,0.00025259875,0.00005120011,0.00088923477,0.08533355],"study_design_scores_gemma":[0.0052553425,0.0017097065,0.9840706,0.00011408727,0.0000294266,0.00013013973,0.0000736988,0.0034930953,0.0002928293,0.00016387494,0.004467964,0.00019923033],"about_ca_topic_score_codex":0.000035935067,"about_ca_topic_score_gemma":0.00007229855,"teacher_disagreement_score":0.08513432,"about_ca_system_score_codex":0.00008042054,"about_ca_system_score_gemma":0.00002862623,"threshold_uncertainty_score":0.996853},"labels":[],"label_agreement":null},{"id":"W2021825839","doi":"10.1007/s40136-012-0006-1","title":"Sleep Nasopharyngoscopy in Children with Snoring/Sleep Disordered Breathing: Purpose and Validity","year":2013,"lang":"en","type":"article","venue":"Current Otorhinolaryngology Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; Emissions Reduction Alberta; University of Alberta Hospital","funders":"","keywords":"Modalities; Medicine; Polysomnography; Otorhinolaryngology; Sleep disordered breathing; Sleep (system call); Obstructive sleep apnea; Breathing; Sleep apnea; Apnea; Psychiatry; Anesthesia","score_opus":0.021173678787885192,"score_gpt":0.28880203143691546,"score_spread":0.2676283526490303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021825839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927681,0.0025607247,0.0001760439,0.0003060523,0.00046919216,0.0030009532,0.000006535962,0.00016807605,0.0005443317],"genre_scores_gemma":[0.99834245,0.00007068309,0.00059749436,0.00006322536,0.00021273746,0.00045761658,0.00012098588,0.0000751835,0.000059600374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99637645,0.00019992726,0.00073650526,0.0011741208,0.0006012804,0.0009117196],"domain_scores_gemma":[0.9978767,0.00009364434,0.00030346928,0.000953459,0.00026217598,0.0005105236],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047259085,0.0004846127,0.0008180442,0.00049259077,0.0001612528,0.00007784335,0.00018235385,0.00026295034,0.000337006],"category_scores_gemma":[0.0003140485,0.00039880886,0.00010939047,0.00048704506,0.00049124914,0.00051214796,0.00024217996,0.001140795,0.00006031822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103049126,0.0005740633,0.9793086,0.00011793771,0.00017029082,0.00059227436,0.00027756797,0.0000024995932,0.0014876185,0.000049876016,0.00007318474,0.017243017],"study_design_scores_gemma":[0.0021784361,0.0005287363,0.98650086,0.00007848124,0.00012204079,0.008070269,0.00004400946,0.00038621764,0.001118744,0.00031521602,0.00027813137,0.00037883501],"about_ca_topic_score_codex":0.0004626743,"about_ca_topic_score_gemma":0.00002583845,"teacher_disagreement_score":0.016864182,"about_ca_system_score_codex":0.00018747301,"about_ca_system_score_gemma":0.000078876394,"threshold_uncertainty_score":0.9998464},"labels":[],"label_agreement":null},{"id":"W2022197708","doi":"10.1016/j.jsmc.2012.11.005","title":"Perioperative Clinical Pathways to Manage Sleep-Disordered Breathing","year":2013,"lang":"en","type":"article","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Perioperative; Obstructive sleep apnea; Intensive care medicine; Sleep disordered breathing; Sleep apnea; Continuous positive airway pressure; Breathing; Anesthesia","score_opus":0.058477312062614625,"score_gpt":0.382959625145171,"score_spread":0.3244823130825564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022197708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9291291,0.0006709122,0.005650149,0.032570284,0.002325971,0.003956348,0.000025491017,0.00034972755,0.025321985],"genre_scores_gemma":[0.9739794,0.00022339243,0.008156661,0.0126620475,0.0024103832,0.00029215895,0.00012196759,0.00015916207,0.0019948236],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9940081,0.00045610094,0.0018834315,0.0012442202,0.0013305126,0.0010776112],"domain_scores_gemma":[0.9944872,0.0011951774,0.00026571663,0.0014375802,0.00109469,0.0015196099],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023444493,0.0005485248,0.0014652194,0.00047996698,0.0002720074,0.00006409318,0.00057459966,0.00041052405,0.004297562],"category_scores_gemma":[0.006269987,0.0004195911,0.00036192377,0.0009449065,0.000759257,0.0002967604,0.00047597458,0.0016240954,0.0044055814],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007417117,0.0012782512,0.1096653,0.00030314483,0.0009819025,0.0006911018,0.009048166,0.000030087524,0.0027945237,0.0018616515,0.010169257,0.8624349],"study_design_scores_gemma":[0.040083937,0.019360153,0.685527,0.0012362271,0.0014408354,0.000507429,0.031081567,0.04654819,0.0005441575,0.0024029391,0.1688863,0.0023812132],"about_ca_topic_score_codex":0.00017337318,"about_ca_topic_score_gemma":0.000022269232,"teacher_disagreement_score":0.8600537,"about_ca_system_score_codex":0.0002062249,"about_ca_system_score_gemma":0.00007982869,"threshold_uncertainty_score":0.9998256},"labels":[],"label_agreement":null},{"id":"W2022266389","doi":"10.1016/j.ajodo.2005.10.001","title":"Long-term sequellae of oral appliance therapy in obstructive sleep apnea patients: Part 1. Cephalometric analysis","year":2006,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Overjet; Overbite; Craniofacial; Sleep apnea; Dentistry; Occlusion; Molar; Malocclusion; Orthodontics; Obstructive sleep apnea; Dental occlusion; Cephalometric analysis; Cephalometry; Mandible (arthropod mouthpart); Dentition; Surgery; Anesthesia","score_opus":0.017450270666499654,"score_gpt":0.2999617927957001,"score_spread":0.28251152212920044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022266389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901844,0.0009304704,0.00806404,0.00006061403,0.00018400335,0.00031972208,0.0000388695,0.0000074602704,0.00021037826],"genre_scores_gemma":[0.9944941,0.00088128,0.004301634,0.00005815274,0.00017021062,0.0000043195682,0.00002759672,0.00003354565,0.000029176757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966494,0.00020362005,0.0012198619,0.0003260684,0.0011447115,0.0004563639],"domain_scores_gemma":[0.99692225,0.00018132186,0.0011883918,0.00027612946,0.0011362474,0.00029566357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007135634,0.0002869718,0.0012936646,0.0017093151,0.00006152831,0.00004109331,0.0001893487,0.000095197975,0.000047261878],"category_scores_gemma":[0.000258078,0.00024108039,0.0004144661,0.004309799,0.00069871405,0.00020018124,0.00007743036,0.00048525762,0.000001381311],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000628206,0.0004598456,0.7726793,0.000025083631,0.0006494033,0.0001398312,0.00011512758,0.000071653994,0.00011436389,0.000054178665,0.0000038031208,0.22505915],"study_design_scores_gemma":[0.0030696506,0.0017139633,0.9934406,0.000027050575,0.0006260398,0.000046006382,0.00019252386,0.00018402499,0.00021315411,0.000026679647,0.00025640777,0.00020388972],"about_ca_topic_score_codex":0.0002634558,"about_ca_topic_score_gemma":0.00015239713,"teacher_disagreement_score":0.22485526,"about_ca_system_score_codex":0.00013455976,"about_ca_system_score_gemma":0.00009404178,"threshold_uncertainty_score":0.9830973},"labels":[],"label_agreement":null},{"id":"W2022358071","doi":"10.1056/nejmoa022479","title":"Cardiovascular Effects of Continuous Positive Airway Pressure in Patients with Heart Failure and Obstructive Sleep Apnea","year":2003,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1048,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto Sleep Institute; University Health Network; University of Toronto; Toronto General Hospital; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Obstructive sleep apnea; Heart failure; Continuous positive airway pressure; Internal medicine; Blood pressure; Polysomnography; Heart rate; Sleep apnea; Positive airway pressure; Anesthesia; Apnea","score_opus":0.003593721957203154,"score_gpt":0.21732970755154413,"score_spread":0.21373598559434098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022358071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99261796,0.0051252777,0.0005112134,0.00057229365,0.00019969537,0.00065365736,0.000003681283,0.0000045277293,0.00031170805],"genre_scores_gemma":[0.9981241,0.000027180578,0.0013944367,0.000054153366,0.0003405534,0.0000022456825,0.0000032263672,0.00002540579,0.000028703733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763256,0.00035540972,0.000455415,0.00021706772,0.0010590934,0.00028047073],"domain_scores_gemma":[0.99807245,0.0003889435,0.00022979417,0.00022889112,0.0007268762,0.00035303514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072764576,0.00021239635,0.0011120794,0.00035421486,0.000030131157,0.0000056141835,0.00008055224,0.000100056735,0.000036084402],"category_scores_gemma":[0.0011949398,0.000131723,0.000109300505,0.00032213604,0.00029527923,0.00013019473,0.00002111056,0.0006113025,5.312089e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003083735,0.00023288136,0.95101595,0.0003845076,0.0018493524,0.00037797625,0.001766753,0.00005839305,0.001967929,0.000098016266,0.00015755187,0.039006937],"study_design_scores_gemma":[0.12971233,0.00773646,0.8483615,0.0009327893,0.0011258364,0.0007810675,0.0004960723,0.000014138467,0.0073577403,0.00009964645,0.0032324404,0.00014998604],"about_ca_topic_score_codex":0.00006976232,"about_ca_topic_score_gemma":0.000008618966,"teacher_disagreement_score":0.1266286,"about_ca_system_score_codex":0.000054496624,"about_ca_system_score_gemma":0.00007242495,"threshold_uncertainty_score":0.5371508},"labels":[],"label_agreement":null},{"id":"W2022447780","doi":"10.4330/wjc.v2.i8.251","title":"Hypertension and obstructive sleep apnea in Caucasian children","year":2010,"lang":"en","type":"article","venue":"World Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital","funders":"Alberta Children's Hospital Foundation; Children's Hospital Foundation","keywords":"Medicine; Left ventricular hypertrophy; Polysomnography; Obstructive sleep apnea; Ambulatory blood pressure; Cardiology; Blood pressure; Internal medicine; Body mass index; Diastole; Population; Ambulatory; Pediatrics; Sleep apnea; Percentile; Apnea","score_opus":0.011546011595913666,"score_gpt":0.26994348210102564,"score_spread":0.25839747050511197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022447780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939938,0.00040330522,0.000095948955,0.0013617022,0.0005996857,0.00016769026,0.0000025637642,0.000005851322,0.0033694215],"genre_scores_gemma":[0.99766,0.000029350045,0.001329287,0.00009935286,0.00081919704,0.0000018476223,0.000001954534,0.000017544051,0.000041480707],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987965,0.0001363757,0.00036139772,0.00018067006,0.00023790204,0.00028711668],"domain_scores_gemma":[0.9990495,0.00014230135,0.000136872,0.00019503682,0.00026717185,0.00020914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004925502,0.00012786221,0.000625646,0.0006520944,0.000038710652,0.000009002397,0.000105833344,0.0001154926,0.000037400376],"category_scores_gemma":[0.00036494082,0.000098860575,0.00012787295,0.0002716073,0.00031042198,0.00009120691,0.00006971412,0.0012397397,0.0000062600666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041546882,0.0000218981,0.90216017,0.000009447304,0.00024044098,0.0009245326,0.000075312644,0.000010780847,0.035657085,0.0003459978,0.000094983494,0.060043875],"study_design_scores_gemma":[0.0024102016,0.00022468796,0.97597706,0.000012629123,0.00008311588,0.018703405,0.00010173214,0.00005212058,0.00070380454,0.00043257832,0.0012151542,0.00008350882],"about_ca_topic_score_codex":0.000012970201,"about_ca_topic_score_gemma":0.000053733842,"teacher_disagreement_score":0.07381689,"about_ca_system_score_codex":0.000051884537,"about_ca_system_score_gemma":0.000040149404,"threshold_uncertainty_score":0.53861207},"labels":[],"label_agreement":null},{"id":"W2022504689","doi":"10.1016/j.otohns.2006.01.012","title":"Laryngeal Inflammation Assessed using the Reflux Finding Score in Obstructive Sleep Apnea","year":2006,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Royal Victoria Hospital; McGill University; Jewish General Hospital; Montreal General Hospital; St Mary's Hospital Centre","funders":"","keywords":"Medicine; Laryngopharyngeal reflux; Obstructive sleep apnea; Polysomnography; Reflex; Reflux; Inflammation; Gastroenterology; Internal medicine; Apnea; Sleep apnea; Apnea–hypopnea index; Larynx; Anesthesia; Surgery; Disease","score_opus":0.0320438393608337,"score_gpt":0.3146565902466029,"score_spread":0.2826127508857692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022504689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99109864,0.0001283045,0.0016220809,0.00075137615,0.00024097033,0.00087465526,0.0000061600117,0.000057451514,0.0052203448],"genre_scores_gemma":[0.9971934,0.0000019074748,0.0020197309,0.00008399445,0.00044664252,0.000058903475,0.00006301431,0.00004190567,0.0000905216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978319,0.00031133037,0.0004407494,0.00042981666,0.00038767298,0.0005985529],"domain_scores_gemma":[0.9988228,0.0003158859,0.00015534813,0.00044875458,0.00018200775,0.00007518555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004928323,0.00021854369,0.00039699863,0.00042155417,0.00018235111,0.00003701578,0.00021932028,0.00022523377,0.00013526925],"category_scores_gemma":[0.00033544307,0.00017256424,0.0000934532,0.0007247819,0.00031349342,0.00025489373,0.00014471797,0.0007149549,0.000043445267],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027932893,0.0001067877,0.764314,0.00008925331,0.00007954462,0.0004961938,0.000329744,0.0003748563,0.2208158,0.0051790667,0.00002095407,0.007914462],"study_design_scores_gemma":[0.0018886969,0.0001236856,0.95139194,0.000034486035,0.000058765454,0.0004571125,0.00023518226,0.023812357,0.020053107,0.0014838733,0.0002823658,0.00017841991],"about_ca_topic_score_codex":0.0004951805,"about_ca_topic_score_gemma":0.0003536305,"teacher_disagreement_score":0.20076267,"about_ca_system_score_codex":0.0003878695,"about_ca_system_score_gemma":0.0000765356,"threshold_uncertainty_score":0.70369655},"labels":[],"label_agreement":null},{"id":"W2022793814","doi":"10.5664/jcsm.1910","title":"A Combination Appliance for Obstructive Sleep Apnea: The Effectiveness of Mandibular Advancement and Tongue Retention","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Oral appliance; Tongue; Sleep (system call); Dentistry; Polysomnography; Sleep apnea; Orthodontics; Apnea; Anesthesia","score_opus":0.05786164132524335,"score_gpt":0.4130446085836088,"score_spread":0.35518296725836546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022793814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.933058,0.0033546377,0.057682805,0.0023613612,0.0015836246,0.0015902686,0.000006191067,0.0000074174177,0.00035565317],"genre_scores_gemma":[0.99652344,0.0002321263,0.0018262985,0.000111441186,0.0012159699,0.000037539863,0.000008820544,0.000022051947,0.000022327391],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965497,0.00060885784,0.001452514,0.00020282762,0.00086406997,0.00032203106],"domain_scores_gemma":[0.9930283,0.004173047,0.0010625562,0.0002679099,0.0011438356,0.0003243584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010660665,0.00017683329,0.0010182974,0.00014305669,0.00008508911,0.0000055532496,0.00016581142,0.00014706435,0.000041838528],"category_scores_gemma":[0.0061792084,0.000101207566,0.00024374817,0.00025537243,0.0006852188,0.0002389954,0.000062935454,0.0005742648,0.0000016322754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022429464,0.0017522917,0.51368266,0.0019335271,0.0017273511,0.00002685795,0.0005419094,0.000023261124,0.018260006,0.012781517,0.00012287757,0.4267183],"study_design_scores_gemma":[0.017728524,0.005863611,0.9628367,0.0006152256,0.0009077511,0.00017726967,0.0006189693,0.0010551553,0.0045007924,0.0032668675,0.0023093051,0.0001198328],"about_ca_topic_score_codex":0.0000049752907,"about_ca_topic_score_gemma":6.120507e-7,"teacher_disagreement_score":0.44915405,"about_ca_system_score_codex":0.00010317426,"about_ca_system_score_gemma":0.000027375736,"threshold_uncertainty_score":0.7397536},"labels":[],"label_agreement":null},{"id":"W2022893074","doi":"10.1016/j.joms.2012.06.030","title":"Effect of Maxillomandibular Advancement Surgery on Blood Pressure in Patients With Obstructive Sleep Apnea","year":2012,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Blood pressure; Body mass index; Obesity; Continuous positive airway pressure; Sleep apnea; Apnea; Risk factor; Anesthesia; Airway; Prospective cohort study; Cardiology; Surgery; Internal medicine","score_opus":0.009961459676036368,"score_gpt":0.25577116893604396,"score_spread":0.2458097092600076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022893074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974774,0.0014929014,0.000018019875,0.00006644401,0.0004714368,0.00037557335,0.000017525292,0.0000061204523,0.00007458883],"genre_scores_gemma":[0.99964195,0.00009653215,0.000107396234,0.00002844341,0.00006148331,0.0000074467425,0.000009272052,0.000026950707,0.000020528738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761313,0.00016195458,0.0006526951,0.00018358915,0.0009038984,0.00048472363],"domain_scores_gemma":[0.9985113,0.00024132269,0.00047792727,0.0001642353,0.0002918047,0.00031338478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012090539,0.0002550741,0.0010470512,0.000569653,0.000048765323,0.000012371803,0.00006225889,0.000109638335,0.00007788373],"category_scores_gemma":[0.00046302855,0.00016444486,0.00022787876,0.00033993853,0.00016598034,0.0004071229,0.000048418482,0.00035629162,0.000002200369],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007737862,0.0006190919,0.81452495,0.00024354916,0.00051986024,0.00009434355,0.000067863366,0.000007063934,0.00032292271,0.000019059273,0.00000744968,0.175836],"study_design_scores_gemma":[0.003262668,0.0024839127,0.98024195,0.00017904444,0.00054236565,0.00008346589,0.000029730587,0.0000046979803,0.00918607,0.000009342859,0.0037958447,0.00018088068],"about_ca_topic_score_codex":0.000020718306,"about_ca_topic_score_gemma":5.1317556e-7,"teacher_disagreement_score":0.17565513,"about_ca_system_score_codex":0.000048843965,"about_ca_system_score_gemma":0.000038687027,"threshold_uncertainty_score":0.6705867},"labels":[],"label_agreement":null},{"id":"W2023630257","doi":"10.1016/j.autneu.2013.09.016","title":"Firing patterns of muscle sympathetic neurons during apnea in chronic heart failure patients and healthy controls","year":2013,"lang":"en","type":"article","venue":"Autonomic Neuroscience","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Heart failure; Sympathetic activity; Cardiology; Internal medicine; Apnea; Sympathetic nervous system; Motor unit; Anesthesia; Heart rate; Blood pressure; Anatomy","score_opus":0.012887680929617425,"score_gpt":0.2643588467702079,"score_spread":0.2514711658405904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023630257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99761605,0.000049836457,0.000018419803,0.0012371315,0.00016531105,0.00085714116,0.000008811488,0.000025190935,0.000022117705],"genre_scores_gemma":[0.99951786,0.000010244515,0.00004091458,0.00030817653,0.000021906742,0.00004970639,9.915854e-7,0.000020229172,0.000029955992],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9983539,0.00007431892,0.0003372397,0.00048605032,0.00024680223,0.00050171406],"domain_scores_gemma":[0.99926233,0.00008054861,0.0000906272,0.0003127732,0.000051476607,0.00020223884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012889646,0.00014086203,0.00028738112,0.00021417173,0.000091041176,0.000035511166,0.00017118544,0.000039442086,0.00003164358],"category_scores_gemma":[0.00014561725,0.00013387819,0.00004374788,0.00020293627,0.00022091449,0.00027008902,0.00018426162,0.00026724933,0.000018368106],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012333329,0.000090116504,0.4881275,0.00009592225,0.000001331855,0.000005031647,0.0000992455,0.00007242471,0.50671875,0.000019319486,0.000003939938,0.0047540586],"study_design_scores_gemma":[0.0018930286,0.00047288588,0.9781324,0.00004148915,0.0000044348753,0.000013469122,0.000024612184,0.009158931,0.010057797,0.000014590755,0.000095076524,0.00009123091],"about_ca_topic_score_codex":0.00016782174,"about_ca_topic_score_gemma":0.00002487778,"teacher_disagreement_score":0.49666098,"about_ca_system_score_codex":0.00023220184,"about_ca_system_score_gemma":0.0001042153,"threshold_uncertainty_score":0.5459394},"labels":[],"label_agreement":null},{"id":"W2024260384","doi":"10.1016/j.resp.2007.06.013","title":"Superiority of nasal mask pressure over mouth pressure, as a surrogate of diaphragm twitch-related esophageal pressure, in healthy humans","year":2007,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"Environment Canada; Health Canada","keywords":"Medicine; Concordance correlation coefficient; Diaphragm (acoustics); Airway; Anesthesia; Mathematics","score_opus":0.018423382466622704,"score_gpt":0.3194213162516558,"score_spread":0.3009979337850331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024260384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99353266,0.003458003,0.0000050748517,0.00007071881,0.00048796664,0.0014434269,0.00019108404,0.000083378036,0.0007277032],"genre_scores_gemma":[0.9988246,0.00004940156,0.000038764967,0.00055976585,0.0001651283,0.000041057996,0.00005404992,0.00008415634,0.00018309898],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99411666,0.0014497133,0.0015442816,0.001211399,0.00040923385,0.0012687139],"domain_scores_gemma":[0.9967612,0.00077818544,0.00058736146,0.0011442677,0.00040066076,0.00032830637],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012745626,0.00053251116,0.0017744696,0.000752422,0.0000941342,0.0000049606074,0.0005590942,0.0009200316,0.00051710056],"category_scores_gemma":[0.0005345581,0.0004917447,0.00032604398,0.0007770235,0.001676904,0.00014591916,0.00040858737,0.0015317417,0.000031726013],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007593582,0.0008943038,0.24154364,0.0007232369,0.000697734,0.00012390075,0.0004890911,0.0001887858,0.74601525,0.0013544728,0.00004101986,0.00033498535],"study_design_scores_gemma":[0.0062981574,0.0036794073,0.9298917,0.000056495694,0.00028842856,0.000032218322,0.00007298403,0.00008274308,0.055289883,0.00028303967,0.0037365784,0.00028838625],"about_ca_topic_score_codex":0.00037138737,"about_ca_topic_score_gemma":0.00009264065,"teacher_disagreement_score":0.6907254,"about_ca_system_score_codex":0.000048952566,"about_ca_system_score_gemma":0.0002937801,"threshold_uncertainty_score":0.9997534},"labels":[],"label_agreement":null},{"id":"W2024649942","doi":"10.5664/jcsm.4460","title":"Sleep Position Trainer versus Tennis Ball Technique in Positional Obstructive Sleep Apnea Syndrome","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Supine position; Polysomnography; Epworth Sleepiness Scale; Obstructive sleep apnea; Tennis ball; Sleep onset; Anesthesia; Physical therapy; Body position; Sleep (system call); Insomnia; Apnea; Physical medicine and rehabilitation; Psychiatry","score_opus":0.08618651892524488,"score_gpt":0.4129252515536127,"score_spread":0.32673873262836783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024649942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9480365,0.001057726,0.013820557,0.021768037,0.004016693,0.0014333513,0.00002911989,0.000070577706,0.009767442],"genre_scores_gemma":[0.98634344,0.000040418687,0.009861308,0.00085609447,0.0026881176,0.000033888853,0.000050316143,0.0000717934,0.00005463996],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99206805,0.0006540492,0.003335008,0.0005782229,0.0026326466,0.00073199644],"domain_scores_gemma":[0.99258435,0.002011378,0.0011826915,0.0005162763,0.0020898231,0.0016154764],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0064123245,0.00045729938,0.0020271735,0.0010079351,0.00007607235,0.000023527846,0.0005167519,0.00061244186,0.00062440376],"category_scores_gemma":[0.009117908,0.00033584912,0.00055409747,0.0010587934,0.0010132535,0.0004971927,0.00014173047,0.0028518261,0.000054703385],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.12942861,0.011577492,0.32399604,0.0006929062,0.0070664906,0.05450676,0.0028876609,0.0005624941,0.026552668,0.007377597,0.0071111484,0.42824012],"study_design_scores_gemma":[0.08094017,0.035682615,0.8467916,0.0010289096,0.0014704976,0.018327054,0.0022300521,0.003691164,0.0009960905,0.005271289,0.0027556408,0.0008148826],"about_ca_topic_score_codex":0.000059518745,"about_ca_topic_score_gemma":0.000017913424,"teacher_disagreement_score":0.5227956,"about_ca_system_score_codex":0.0007779483,"about_ca_system_score_gemma":0.0002485472,"threshold_uncertainty_score":0.99990934},"labels":[],"label_agreement":null},{"id":"W2024680202","doi":"10.2310/7070.2007.0030","title":"Tonsilloplasty in Children with Obstructive Symptoms","year":2007,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Tonsillectomy; Surgery; Muscle hypertrophy; Adenoidectomy; Breathing; Anesthesia; Internal medicine","score_opus":0.008416405773146578,"score_gpt":0.27367969594967156,"score_spread":0.265263290176525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024680202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99700594,0.00022694425,0.000723092,0.0004411984,0.00009046906,0.0003051386,9.148118e-7,0.000006342301,0.0011999345],"genre_scores_gemma":[0.9987859,0.000016084252,0.00082926423,0.00015338068,0.00016354492,9.634206e-7,9.0678316e-7,0.000017865706,0.00003208787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986243,0.00015309642,0.00037818842,0.00010076441,0.00037792232,0.00036569894],"domain_scores_gemma":[0.9988812,0.00027904572,0.00022168514,0.00021692477,0.0002639932,0.00013715138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012700297,0.00012097173,0.0003449803,0.00035531318,0.000046462603,0.000004754516,0.00021279471,0.00009204786,0.000096155025],"category_scores_gemma":[0.00019127184,0.00006522834,0.000059309274,0.00038930122,0.00036226402,0.00010405297,0.00005545794,0.0008481582,0.000016695167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021504147,0.0000943047,0.9862168,0.000004999736,0.0003073948,0.00026800382,0.00037239,0.000012865615,0.005186736,0.00022457454,0.000009002539,0.00515255],"study_design_scores_gemma":[0.0027572068,0.00124769,0.96708924,0.000024979083,0.000093893614,0.023282276,0.00025006288,0.000011947424,0.0049911607,0.00012414563,0.0000643672,0.00006302388],"about_ca_topic_score_codex":0.000036314595,"about_ca_topic_score_gemma":0.000051244147,"teacher_disagreement_score":0.023014273,"about_ca_system_score_codex":0.00015159883,"about_ca_system_score_gemma":0.000086196014,"threshold_uncertainty_score":0.36848724},"labels":[],"label_agreement":null},{"id":"W2024870187","doi":"10.1016/j.sleep.2006.07.022","title":"118 Increased upper airway tissue cytokine expression in severe versus mild obstructive sleep apnea","year":2006,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Obstructive sleep apnea; Medicine; Airway; Apnea; Cytokine; Sleep apnea; Anesthesia; Cardiology; Internal medicine","score_opus":0.016752944750452956,"score_gpt":0.29554278366964337,"score_spread":0.2787898389191904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024870187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9585484,0.0017432829,0.0006884673,0.0034309817,0.001416451,0.0018024342,0.000066369605,0.0002344301,0.032069147],"genre_scores_gemma":[0.99345845,0.000028985782,0.0026223273,0.000302982,0.0019693817,0.00013536615,0.00042636332,0.00012842973,0.00092769135],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99479854,0.0002808418,0.00095085846,0.0010832745,0.0017170486,0.001169437],"domain_scores_gemma":[0.99717396,0.0005556815,0.00022851575,0.001050102,0.0004300611,0.0005616578],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065169984,0.00063538185,0.0011158445,0.0009560048,0.00017533814,0.000020344683,0.00041129443,0.00039021875,0.002961274],"category_scores_gemma":[0.00094373553,0.0005101957,0.00014501653,0.0012915196,0.0007087537,0.0002924855,0.00024151696,0.0010988091,0.00028061218],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015869047,0.0016672029,0.21829928,0.00064380316,0.0004333063,0.0023588212,0.0016257768,0.00017523162,0.64059037,0.0012891322,0.0064975205,0.11055049],"study_design_scores_gemma":[0.078395925,0.0039774803,0.6244035,0.0010289688,0.00058868097,0.00040538274,0.0032496226,0.0032255568,0.26268223,0.0009926677,0.019623887,0.0014261379],"about_ca_topic_score_codex":0.0017284886,"about_ca_topic_score_gemma":0.00023837891,"teacher_disagreement_score":0.40610418,"about_ca_system_score_codex":0.0007325668,"about_ca_system_score_gemma":0.000064792985,"threshold_uncertainty_score":0.99973494},"labels":[],"label_agreement":null},{"id":"W2025142021","doi":"10.7326/0003-4819-147-5-200709040-00022","title":"Ambulatory Management of Obstructive Sleep Apnea without Polysomnography","year":2007,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Columbia university; Ambulatory; Sleep medicine; Family medicine; Gerontology; Apnea; Internal medicine; Sleep disorder; Media studies; Psychiatry","score_opus":0.037989897855917866,"score_gpt":0.36524867974909087,"score_spread":0.327258781893173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025142021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.953151,0.0016458983,0.004318848,0.0008440891,0.00040699547,0.00046951757,0.00000898287,0.000032373428,0.039122332],"genre_scores_gemma":[0.99714977,0.00008875685,0.0016532316,0.000506887,0.00026618174,0.000006225513,0.0000063988186,0.00003461827,0.0002879424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702716,0.000046284305,0.00089630357,0.00034705427,0.0011975452,0.0004856781],"domain_scores_gemma":[0.99777126,0.00014091218,0.00039124224,0.0005329539,0.0008222913,0.00034131063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010769299,0.0002452584,0.00072592584,0.00083699205,0.000029255183,0.0000025564298,0.00030905468,0.00009828618,0.00036653996],"category_scores_gemma":[0.00015496426,0.00018788046,0.00023347489,0.00062639127,0.0009798822,0.00009399849,0.00014098642,0.0003542604,0.000012532551],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069950116,0.0006965349,0.6435163,0.0016091957,0.004278297,0.00073972845,0.0017587674,0.000003121693,0.07999372,0.008467275,0.000764506,0.25117752],"study_design_scores_gemma":[0.0035496969,0.0021835486,0.7703942,0.0013086424,0.00025397565,0.00012223115,0.0034803909,0.0000986368,0.21662295,0.00078121055,0.00102174,0.00018278354],"about_ca_topic_score_codex":0.00021948203,"about_ca_topic_score_gemma":0.0000060044654,"teacher_disagreement_score":0.25099474,"about_ca_system_score_codex":0.000034115637,"about_ca_system_score_gemma":0.0000117395675,"threshold_uncertainty_score":0.7661543},"labels":[],"label_agreement":null},{"id":"W2025164727","doi":"10.1007/s11325-006-0078-6","title":"Efficacy and patient satisfaction with autoadjusting CPAP with variable expiratory pressure vs standard CPAP: a two-night randomized crossover trial","year":2006,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health; Vancouver General Hospital; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"Medicine; Continuous positive airway pressure; Crossover study; Randomized controlled trial; Neurology; Otorhinolaryngology; Patient satisfaction; Anesthesia; Physical therapy; Obstructive sleep apnea; Alternative medicine; Internal medicine; Surgery; Psychiatry","score_opus":0.006774623010053947,"score_gpt":0.24707763325899335,"score_spread":0.2403030102489394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025164727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907519,0.001000225,0.0025143544,0.00012393892,0.00012742086,0.0022444164,0.00002171203,0.00011245705,0.0031035738],"genre_scores_gemma":[0.9947407,0.0000068998174,0.004591599,0.000091430964,0.00028803843,0.00009961404,0.000011760169,0.000046878336,0.00012308071],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9977152,0.00019742969,0.0003789991,0.0005361338,0.0007287733,0.00044346304],"domain_scores_gemma":[0.9987875,0.00036905202,0.0001892454,0.0002481612,0.00022786189,0.00017816533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054219906,0.00029488464,0.0007243421,0.00014146912,0.00039658608,0.0002021593,0.000040580915,0.000117292635,0.00006265063],"category_scores_gemma":[0.00014652123,0.00019187575,0.000050822167,0.00020946203,0.0003245551,0.00032298395,0.00006900943,0.0004332664,0.0000013065453],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9494637,0.0001787174,0.010708702,0.0002533215,0.00071390794,0.00019399844,0.0014267573,0.00036450595,0.002755453,0.00081292517,0.000050046583,0.03307794],"study_design_scores_gemma":[0.9816475,0.002276048,0.0076424833,0.0004100539,0.0011816726,0.00029001723,0.00039319653,0.002742704,0.0018203582,0.00015105768,0.0010450046,0.00039990759],"about_ca_topic_score_codex":0.0009044796,"about_ca_topic_score_gemma":0.000051140163,"teacher_disagreement_score":0.032678034,"about_ca_system_score_codex":0.000096420314,"about_ca_system_score_gemma":0.000077142206,"threshold_uncertainty_score":0.78244656},"labels":[],"label_agreement":null},{"id":"W2025203474","doi":"10.1016/s0895-7061(02)02297-5","title":"Obstructive sleep apnea and sleep efficiency in patients with and without refractory hypertension","year":2002,"lang":"en","type":"article","venue":"American Journal of Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Body mass index; Blood pressure; Internal medicine; Diuretic; Sleep apnea; Refractory (planetary science); Apnea; Physical therapy","score_opus":0.015642383173692233,"score_gpt":0.23562265528122908,"score_spread":0.21998027210753685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025203474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979878,0.00094185845,0.00008650669,0.00050547504,0.000090801535,0.0002703729,0.00000168474,0.00001117376,0.00010433875],"genre_scores_gemma":[0.9971876,0.00012692294,0.0022805114,0.0002931168,0.000060821927,0.0000016699544,0.0000015210662,0.000039281455,0.000008529155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797416,0.00013893236,0.0004392533,0.00034403056,0.0007410874,0.00036254432],"domain_scores_gemma":[0.99823076,0.0001374326,0.00036541303,0.00022480178,0.00069816725,0.00034340093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022868058,0.00023923474,0.0007585521,0.0004983217,0.00009322092,0.000021335165,0.00008871708,0.00006196082,0.000024383402],"category_scores_gemma":[0.00030108463,0.00015883184,0.000054006254,0.00047601137,0.000719653,0.0003297953,0.00007297872,0.0005835069,0.0000044484723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017724544,0.0005663657,0.6831675,0.000021685586,0.00011822707,0.00030049475,0.0004532829,0.000008904239,0.0045830933,0.000005019661,0.000013230146,0.30898973],"study_design_scores_gemma":[0.007070575,0.0065846536,0.97872776,0.00015097113,0.00017748072,0.0018036109,0.0010171244,0.003908818,0.00025561353,0.000012739525,0.000076582386,0.00021405019],"about_ca_topic_score_codex":0.000042523207,"about_ca_topic_score_gemma":0.0000026719172,"teacher_disagreement_score":0.30877566,"about_ca_system_score_codex":0.00010414107,"about_ca_system_score_gemma":0.000015175956,"threshold_uncertainty_score":0.64769745},"labels":[],"label_agreement":null},{"id":"W2025310595","doi":"10.1016/j.sleep.2013.11.643","title":"That’s one small book for a man, one gian leap for CPAP compliance. Association between patient education and CPAP comliance in an urban and a rural setting in Canada","year":2013,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Compliance (psychology); Patient education; Emergency medicine; Pediatrics; Physical therapy; Family medicine; Internal medicine; Psychology","score_opus":0.04507745018370378,"score_gpt":0.2956644799140841,"score_spread":0.25058702973038033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025310595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97666603,0.0015543879,0.0001627797,0.01739068,0.00018255677,0.0037925714,0.000048602422,0.000016393624,0.00018599015],"genre_scores_gemma":[0.99446493,0.000027306318,0.00229037,0.0016229019,0.00035733232,0.00065472,0.00029013006,0.0000368548,0.00025546577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979469,0.00009200639,0.00048790564,0.0003954751,0.0005120862,0.0005656255],"domain_scores_gemma":[0.99831885,0.0005612827,0.00023485746,0.00022614055,0.000345234,0.0003136348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051205035,0.00020747245,0.00056781207,0.00022422535,0.000092175265,0.000021765652,0.000095776464,0.00010393594,0.000047407917],"category_scores_gemma":[0.0006715582,0.0002009609,0.000022330021,0.00019428945,0.00009124791,0.00021336549,0.000044132546,0.00030463404,0.0000012283664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013777528,0.00014170285,0.8757461,0.00049579516,0.000066035165,0.0000016184848,0.0014957389,0.0000012597918,0.0014055001,0.000036035475,0.001498717,0.118973725],"study_design_scores_gemma":[0.0050392314,0.00086101604,0.9825522,0.0009268812,0.00009943794,0.0000028795016,0.00510936,0.0033618386,0.0005432711,0.0002899447,0.001013371,0.00020060409],"about_ca_topic_score_codex":0.12723266,"about_ca_topic_score_gemma":0.21523558,"teacher_disagreement_score":0.118773125,"about_ca_system_score_codex":0.0015784211,"about_ca_system_score_gemma":0.0002828094,"threshold_uncertainty_score":0.8785792},"labels":[],"label_agreement":null},{"id":"W2025521633","doi":"10.1016/j.jsmc.2012.11.006","title":"Obesity Hypoventilation Syndrome and Anesthesia","year":2012,"lang":"en","type":"article","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"National Heart, Lung, and Blood Institute","keywords":"Obesity hypoventilation syndrome; Medicine; Perioperative; Obesity; Intensive care medicine; Hypoventilation; Anesthesia; Internal medicine; Respiratory system","score_opus":0.03515002837337946,"score_gpt":0.3416860700602884,"score_spread":0.30653604168690896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025521633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99049497,0.0020154824,0.00042578293,0.004713533,0.00036706415,0.0005015266,0.00000163512,0.00007965104,0.0014003611],"genre_scores_gemma":[0.9969244,0.00013724848,0.0008539638,0.0010268869,0.0006099412,0.000012379951,0.000040594106,0.00003451461,0.0003600571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980822,0.00009483442,0.0004405973,0.00028791968,0.00060711964,0.0004872951],"domain_scores_gemma":[0.99844736,0.00029286466,0.00012320983,0.00041496268,0.00016644993,0.0005551621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012888606,0.0001868588,0.00046424253,0.00019170764,0.00009758587,0.0000071521104,0.0000889914,0.00015922598,0.00047539553],"category_scores_gemma":[0.0007266957,0.00014758675,0.000067887566,0.00030306794,0.0003649331,0.00019873878,0.000063194115,0.0004068618,0.00019807937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001367256,0.00032611177,0.96287537,0.0001517157,0.00010718516,0.00016795282,0.0004160694,3.474267e-7,0.00046256103,0.0009192754,0.0005052592,0.03393143],"study_design_scores_gemma":[0.0023138989,0.0007158982,0.9834722,0.00008747917,0.00026236594,0.0020990965,0.00033912502,0.00058208423,0.00011272113,0.0002453876,0.009623548,0.00014614995],"about_ca_topic_score_codex":0.0000121059475,"about_ca_topic_score_gemma":0.0000010193238,"teacher_disagreement_score":0.03378528,"about_ca_system_score_codex":0.00007785277,"about_ca_system_score_gemma":0.000018464676,"threshold_uncertainty_score":0.6018413},"labels":[],"label_agreement":null},{"id":"W2026453242","doi":"10.1016/j.sleep.2008.08.007","title":"Prevalence of undiagnosed obstructive sleep apnea among adult surgical patients in an academic medical center","year":2009,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":453,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Perioperative; Sleep study; Pediatrics; Psychological intervention; Observational study; Sleep apnea; Emergency medicine; Internal medicine; Apnea; Surgery","score_opus":0.014704516293663,"score_gpt":0.31986758514006025,"score_spread":0.30516306884639727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026453242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99422854,0.00026577714,0.00005758556,0.0018339172,0.00042061548,0.0012104636,0.000030282876,0.000073231255,0.001879567],"genre_scores_gemma":[0.99835265,0.00018821997,0.00013133917,0.0005049556,0.00055716105,0.0000375165,0.00013464376,0.000043798325,0.00004971694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937211,0.000378715,0.001261341,0.00086054584,0.0028712717,0.00090697815],"domain_scores_gemma":[0.9967174,0.00041345757,0.0002981658,0.00072494295,0.000774781,0.0010712622],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008757036,0.00042617903,0.0009778745,0.00067189464,0.00006013799,0.0000057840393,0.00062911655,0.00055270694,0.0014257581],"category_scores_gemma":[0.002903169,0.00033263038,0.00013345404,0.0009230099,0.0012352472,0.00036912248,0.00012956143,0.0016983588,0.000029074385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001018433,0.0010113608,0.93017995,0.00023588032,0.000056077977,0.00044869882,0.0008918492,0.0000031033615,0.0002774709,0.0003769612,0.000060500595,0.06543973],"study_design_scores_gemma":[0.01690237,0.0027293568,0.97529626,0.00079233065,0.00009357291,0.00006529062,0.00039743635,0.0022876912,0.00087947556,0.00025237654,0.000046973455,0.00025689419],"about_ca_topic_score_codex":0.00014513804,"about_ca_topic_score_gemma":0.000045112396,"teacher_disagreement_score":0.06518284,"about_ca_system_score_codex":0.00029857247,"about_ca_system_score_gemma":0.00006245403,"threshold_uncertainty_score":0.99991256},"labels":[],"label_agreement":null},{"id":"W2026465890","doi":"10.1002/lary.21729","title":"Is overnight monitoring required for adult patients undergoing surgery for obstructive sleep apnea?","year":2011,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Anesthesiology; Perioperative; Respiratory monitoring; Surgery; Anesthesia; Sleep apnea; Respiratory system; Internal medicine","score_opus":0.08874438904262394,"score_gpt":0.3557037205937369,"score_spread":0.26695933155111295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026465890","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008590009,0.98356587,0.0008338168,0.00014743893,0.0026750453,0.009906744,0.000804953,0.00013889335,0.0010682356],"genre_scores_gemma":[0.00055919966,0.99032354,0.001966754,0.00016478107,0.0019867886,0.0028517488,0.0005389737,0.0004621579,0.0011460243],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99573106,0.00026566183,0.0011220338,0.0010305386,0.00067987054,0.0011708493],"domain_scores_gemma":[0.9919248,0.004446648,0.00079535414,0.0012225052,0.0013114203,0.00029926677],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070413423,0.00084317557,0.00272705,0.00037546313,0.00046235017,0.00008172586,0.0006525464,0.0005561108,0.000095684874],"category_scores_gemma":[0.0032979543,0.0005681386,0.0016357917,0.00052544527,0.00023544361,0.00025526618,0.00031976556,0.0006890317,0.00013798621],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005235672,0.00020139832,0.0013195451,0.03953483,0.0022436327,0.00000784742,0.00042952286,5.3060464e-8,0.0000033738847,0.00039176567,0.0017642579,0.9535802],"study_design_scores_gemma":[0.0036823114,0.00083463464,0.0008615729,0.021478085,0.0054750275,0.00004344804,0.00022614564,0.00005539306,0.0003837043,0.0008037269,0.96488816,0.0012678094],"about_ca_topic_score_codex":0.000037335445,"about_ca_topic_score_gemma":0.0000068145223,"teacher_disagreement_score":0.96312386,"about_ca_system_score_codex":0.0006805079,"about_ca_system_score_gemma":0.00042290782,"threshold_uncertainty_score":0.999677},"labels":[],"label_agreement":null},{"id":"W2026515609","doi":"10.1016/j.arcmed.2004.11.012","title":"Clinical predictors of sleep disordered breathing in children at moderate altitude","year":2004,"lang":"en","type":"article","venue":"Archives of Medical Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Calgary","keywords":"Medicine; Pulse oximetry; Obesity; Logistic regression; Pediatrics; Apnea; Sleep apnea; Nocturnal; Internal medicine; Anesthesia","score_opus":0.043322929862566056,"score_gpt":0.4149750169045591,"score_spread":0.37165208704199304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026515609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906777,0.0006220487,0.0006952247,0.0034468668,0.0000671247,0.0009406056,0.000023025563,0.000023175591,0.0035041997],"genre_scores_gemma":[0.99669,0.0011722057,0.0017064243,0.000038959504,0.00018133085,0.00003612228,0.00003950009,0.000040443552,0.000095054995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9915511,0.0009074477,0.0011441757,0.0006352662,0.004825363,0.00093663606],"domain_scores_gemma":[0.99556094,0.0025084927,0.00011680471,0.0007083926,0.00019013725,0.0009152373],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0049332334,0.00019112014,0.0008005825,0.0008519399,0.00010143212,0.000010211288,0.0008643673,0.00028108252,0.00035438244],"category_scores_gemma":[0.009399377,0.00015615317,0.0002530995,0.0007105471,0.0030775284,0.000086079875,0.0012548581,0.0021619292,0.00002870336],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020103669,0.0017379109,0.9011785,0.00027962678,0.00033745717,0.00015794643,0.0013652038,0.00008233997,0.0024003123,0.0018545553,0.000026512122,0.0885693],"study_design_scores_gemma":[0.010742069,0.0012281128,0.97228813,0.0007256427,0.000025543164,0.000076500604,0.00023574525,0.004855117,0.00542302,0.0041950047,0.00006863954,0.0001364854],"about_ca_topic_score_codex":0.0013565045,"about_ca_topic_score_gemma":0.00022932001,"teacher_disagreement_score":0.08843281,"about_ca_system_score_codex":0.00013329892,"about_ca_system_score_gemma":0.00062274403,"threshold_uncertainty_score":0.9996355},"labels":[],"label_agreement":null},{"id":"W2026656690","doi":"10.1016/j.stomax.2008.04.008","title":"Apport de la piézochirurgie pour l’avancée des géniotubercules dans le syndrome d’apnées obstructives du sommeil","year":2008,"lang":"fr","type":"article","venue":"Revue de Stomatologie et de Chirurgie Maxillo-faciale","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital de l'Enfant-Jésus","funders":"","keywords":"Medicine; Tongue; Lesion; Genioglossus; Obstructive sleep apnea; Airway obstruction; Anatomy; Airway; Surgery; Anesthesia; Pathology","score_opus":0.028265769723072688,"score_gpt":0.3026966950547557,"score_spread":0.274430925331683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026656690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93541366,0.012563311,0.00827502,0.006259577,0.0012984336,0.0012610693,0.00042865757,0.0007980328,0.033702265],"genre_scores_gemma":[0.96011335,0.01054074,0.022469932,0.0004474292,0.0009016134,0.00029389872,0.00009104596,0.0003860373,0.004755945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9884825,0.0031222124,0.0014194647,0.0016828375,0.00094507396,0.0043479064],"domain_scores_gemma":[0.9935452,0.002209342,0.0005669447,0.001599086,0.00045339172,0.0016260485],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.0042056674,0.0013826011,0.0022164383,0.0008536955,0.0014289687,0.0002373343,0.0015307456,0.0016787617,0.0005721444],"category_scores_gemma":[0.00640924,0.0015662848,0.0009961723,0.0012611182,0.0062226485,0.00084445806,0.000857196,0.0026268556,0.00045156505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0005137756,0.002877648,0.8276162,0.002729677,0.0014839732,0.05806144,0.012611195,0.0010409795,0.018579854,0.043721553,0.0015571504,0.02920652],"study_design_scores_gemma":[0.0066398117,0.00050861255,0.73811793,0.0011429042,0.00052122615,0.17995709,0.008362586,0.0033182334,0.019194925,0.019348752,0.02118627,0.0017016705],"about_ca_topic_score_codex":0.0019623383,"about_ca_topic_score_gemma":0.0001741062,"teacher_disagreement_score":0.121895656,"about_ca_system_score_codex":0.0046484456,"about_ca_system_score_gemma":0.005749219,"threshold_uncertainty_score":0.9998925},"labels":[],"label_agreement":null},{"id":"W2026931803","doi":"10.1378/chest.121.1.164","title":"What Are Obstructive Sleep Apnea Patients Being Treated for Prior to This Diagnosis?","year":2002,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Obstructive sleep apnea; Odds ratio; Body mass index; Sleep apnea; Heart failure; Internal medicine; Obesity; Hypoxemia; Confidence interval; Population; Apnea; Depression (economics); Confounding; Apnea–hypopnea index; Physical therapy; Cardiology; Pediatrics; Polysomnography","score_opus":0.03282975069564429,"score_gpt":0.29514017482320615,"score_spread":0.26231042412756184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026931803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99318784,0.00046561207,0.0003525902,0.0028857857,0.0009514647,0.0012014468,0.000023642333,0.000046524954,0.0008851104],"genre_scores_gemma":[0.9946891,0.00015354654,0.003014097,0.0004283381,0.00080312707,0.0001683942,0.000015931513,0.0000764246,0.00065105315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977918,0.0000700832,0.00042487832,0.00037998322,0.0006608962,0.0006723306],"domain_scores_gemma":[0.9976883,0.00025392277,0.00020982216,0.00029155632,0.0008525358,0.00070386135],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022130612,0.00026360928,0.0004403858,0.00033956315,0.00038222864,0.00025509906,0.00022823032,0.00014315486,0.0011990919],"category_scores_gemma":[0.0011580528,0.00022045673,0.0002083443,0.00038075863,0.00009354703,0.00062638905,0.00008286918,0.0005775229,0.00022311826],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004279228,0.0007083286,0.54497147,0.00016234248,0.00038824257,0.00017070996,0.0033499068,0.00000572941,0.000829265,0.000021902435,0.002864771,0.44609943],"study_design_scores_gemma":[0.012322931,0.0022890083,0.91486245,0.0006673859,0.00044295966,0.00036633038,0.003259017,0.0015619617,0.03127152,0.0003265618,0.031947672,0.0006821798],"about_ca_topic_score_codex":0.0000038101846,"about_ca_topic_score_gemma":0.0000033074043,"teacher_disagreement_score":0.44541726,"about_ca_system_score_codex":0.000564933,"about_ca_system_score_gemma":0.0000144011565,"threshold_uncertainty_score":0.99971396},"labels":[],"label_agreement":null},{"id":"W2027043012","doi":"10.5664/jcsm.4102","title":"Influence of Rostral Fluid Shift on Upper Airway Size and Mucosal Water Content","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto General Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; General hospital; Rehabilitation; Library science; Gerontology; Family medicine","score_opus":0.053810994085030504,"score_gpt":0.3812412319454983,"score_spread":0.3274302378604678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027043012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98062307,0.00017576752,0.00012500396,0.017602852,0.00048298755,0.00023937412,0.000002445898,0.000009128713,0.0007394033],"genre_scores_gemma":[0.99574125,0.00012207979,0.00042170103,0.0019230451,0.0016622391,0.0000016939358,0.0000018116997,0.00002572558,0.00010044746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99534607,0.00036086113,0.002259717,0.00027739248,0.0013447618,0.00041119423],"domain_scores_gemma":[0.994636,0.0028576658,0.0005539218,0.00035835867,0.00079913356,0.00079493085],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004680608,0.00022446788,0.0014436744,0.00018444803,0.000043662934,0.000007792651,0.00024032244,0.00021562484,0.00040496228],"category_scores_gemma":[0.014587391,0.0001150253,0.0002744846,0.0001206384,0.0010540801,0.00013915545,0.00009176111,0.0011818095,0.000024964556],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013811843,0.0014003495,0.77679974,0.00038095805,0.00090285414,0.0003737089,0.000713829,0.000100599806,0.11892908,0.0009306665,0.0006372522,0.08501913],"study_design_scores_gemma":[0.013941288,0.0146448305,0.95375663,0.0005563623,0.00030974677,0.00019808835,0.00010403912,0.00019744968,0.013831417,0.0003284015,0.0020069068,0.00012483881],"about_ca_topic_score_codex":0.000025353515,"about_ca_topic_score_gemma":0.0000028358604,"teacher_disagreement_score":0.1769569,"about_ca_system_score_codex":0.000041615378,"about_ca_system_score_gemma":0.00004514393,"threshold_uncertainty_score":0.99371314},"labels":[],"label_agreement":null},{"id":"W2027106549","doi":"10.1016/j.sleep.2013.03.014","title":"Association between waking electroencephalography and cognitive event-related potentials in patients with obstructive sleep apnea","year":2013,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Canadian Sleep & Circadian Network; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Electroencephalography; Association (psychology); Event-related potential; Audiology; Cognition; Medicine; Polysomnography; Sleep (system call); Psychology; Cardiology; Psychiatry; Computer science","score_opus":0.006316114558153965,"score_gpt":0.25150789841217785,"score_spread":0.2451917838540239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027106549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99440676,0.00031613067,0.0005515433,0.0013337645,0.0001466186,0.0021499034,0.000017098622,0.0000666805,0.0010115212],"genre_scores_gemma":[0.9989893,0.000012238675,0.00017081772,0.00016043805,0.00017275724,0.000109758905,0.00026377552,0.000052397358,0.00006851981],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964473,0.00025235023,0.0006320039,0.0006374132,0.0012153258,0.00081558997],"domain_scores_gemma":[0.99767333,0.00043882243,0.00036350492,0.00023050877,0.00094500283,0.00034881648],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00054836704,0.00035135596,0.00077272486,0.0007743458,0.00012898713,0.00002695381,0.00012010127,0.00023506061,0.00050056854],"category_scores_gemma":[0.0008969924,0.00026430038,0.0000681855,0.0012428784,0.00038689852,0.000382637,0.0000760924,0.00077209406,0.000041718282],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002333171,0.00013910266,0.9323554,0.000045398792,0.0010063895,0.000016226608,0.0006775332,0.000001049149,0.00062677276,0.000029556373,0.000023362472,0.06484591],"study_design_scores_gemma":[0.01242292,0.0016735792,0.9825389,0.00026551203,0.0007199606,0.0000066218618,0.00083642977,0.00023531963,0.0004414976,0.000613138,0.00001022065,0.00023593851],"about_ca_topic_score_codex":0.00028478942,"about_ca_topic_score_gemma":0.000021685843,"teacher_disagreement_score":0.064609975,"about_ca_system_score_codex":0.0003273322,"about_ca_system_score_gemma":0.00002196439,"threshold_uncertainty_score":0.9999809},"labels":[],"label_agreement":null},{"id":"W2027177531","doi":"10.1007/s11940-001-0023-8","title":"Central sleep apnea and hypoventilation syndrome","year":2001,"lang":"en","type":"article","venue":"Current Treatment Options in Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Vancouver Hospital and Health Sciences Centre; University of British Columbia Hospital","funders":"","keywords":"Medicine; Hypoventilation; Hypercapnia; Continuous positive airway pressure; Anesthesia; Obesity hypoventilation syndrome; Hypoxemia; Discontinuation; Ventilation (architecture); Positive airway pressure; Hypopnea; Sleep apnea; Obstructive sleep apnea; Intensive care medicine; Apnea; Polysomnography; Respiratory system; Surgery; Internal medicine","score_opus":0.03952289391203272,"score_gpt":0.3285370588138359,"score_spread":0.28901416490180315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027177531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955216,0.0010868509,0.0002904848,0.001507928,0.00048180541,0.000641902,0.000009825941,0.000050326882,0.00040925253],"genre_scores_gemma":[0.9986303,0.000860286,0.00013821574,0.000037533835,0.00006616225,0.00010937329,0.00007003809,0.000017252967,0.000070840586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987206,0.00009703578,0.000222563,0.0003938075,0.00014593285,0.00042009493],"domain_scores_gemma":[0.99945325,0.0000715812,0.00003913951,0.00024780753,0.000035906112,0.00015234492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057980364,0.00016309303,0.00024271967,0.00034587522,0.0000710478,0.00001375979,0.000048344576,0.00008057726,0.00016081597],"category_scores_gemma":[0.000039206214,0.00014529454,0.000062989486,0.00030013017,0.00014285103,0.00008850495,0.000044345074,0.00022074627,0.000045102694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034463572,0.0013762981,0.8643848,0.000021936885,0.0000585987,0.00056434417,0.00010423843,0.0001382525,0.0004457206,0.0011784395,0.000011450081,0.13137133],"study_design_scores_gemma":[0.0032565258,0.001402971,0.97872454,0.000007986345,0.00007836151,0.0017335534,0.00001474084,0.008879845,0.000050447128,0.00024702016,0.005504124,0.00009985784],"about_ca_topic_score_codex":0.000013812169,"about_ca_topic_score_gemma":0.000017895905,"teacher_disagreement_score":0.13127148,"about_ca_system_score_codex":0.0001373611,"about_ca_system_score_gemma":0.000017504577,"threshold_uncertainty_score":0.59249395},"labels":[],"label_agreement":null},{"id":"W2027404530","doi":"10.1378/chest.13-1046","title":"The Utility of the Elbow Sign in the Diagnosis of OSA","year":2013,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Polysomnogram; Epworth Sleepiness Scale; Elbow; Polysomnography; Physical therapy; Obstructive sleep apnea; Apnea; Elbow flexion; Hypopnea; Internal medicine; Surgery","score_opus":0.03932914380795894,"score_gpt":0.311483935692131,"score_spread":0.2721547918841721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027404530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863818,0.0004790589,0.000020981603,0.0098353475,0.00011246021,0.00037850015,0.0000020676343,0.0000017013685,0.0027880606],"genre_scores_gemma":[0.9995423,0.00012492295,0.00006415989,0.00008131389,0.000113227456,0.000022735674,1.7790818e-7,0.0000066097014,0.000044558976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848235,0.0003326372,0.0003119026,0.000075815944,0.00058092136,0.00021635332],"domain_scores_gemma":[0.9983249,0.00080002204,0.00015824204,0.0003978867,0.0002588272,0.000060145143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014560405,0.00007100198,0.00015619384,0.0000396045,0.00013185905,0.000027295935,0.00046290335,0.000043886324,0.0005008853],"category_scores_gemma":[0.0012739537,0.000026943679,0.0001278013,0.00027176976,0.00044972711,0.00006422122,0.00007403555,0.0006525602,0.000011252277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057219528,0.0002264382,0.92581725,0.000059691138,0.000067704124,0.000008330843,0.001367629,7.637291e-7,0.0045030233,0.00013546855,0.0026251448,0.065131314],"study_design_scores_gemma":[0.00052109937,0.00007884161,0.97509575,0.000045986773,0.000022512359,0.00007250775,0.0019033273,0.0001308876,0.019510362,0.001294286,0.0012987764,0.000025637179],"about_ca_topic_score_codex":0.0000797831,"about_ca_topic_score_gemma":0.000022638213,"teacher_disagreement_score":0.06510568,"about_ca_system_score_codex":0.00003957987,"about_ca_system_score_gemma":0.00007000578,"threshold_uncertainty_score":0.5484343},"labels":[],"label_agreement":null},{"id":"W2028006300","doi":"10.1016/s1389-9457(11)70388-4","title":"W-I-037 ASSESSMENT OF UPPER AIRWAY DYNAMIC PROPERTIES USING STERNAL PHRENIC NERVE MAGNETIC STIMULATION IN AWAKE SUBJECTS AND IN OBSTRUCTIVE SLEEP APNEA PATIENTS","year":2011,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Medicine; Anesthesia; Airway; Stimulation; Apnea; Phrenic nerve; Sleep apnea; Sleep (system call); Respiratory system; Internal medicine; Computer science","score_opus":0.03222169560290351,"score_gpt":0.3017773036456027,"score_spread":0.2695556080426992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028006300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996399,0.00075457536,0.0003227861,0.000074831245,0.0002849471,0.0014067788,0.000008109851,0.000020495718,0.0007284659],"genre_scores_gemma":[0.9980938,0.000021349431,0.0016417014,0.000033420165,0.000059145415,0.000038263137,0.000030792784,0.0000494896,0.00003203419],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969547,0.00022921969,0.00083503185,0.0005477001,0.0008961025,0.0005372374],"domain_scores_gemma":[0.9987439,0.00009942216,0.00023112442,0.00037748853,0.00034468176,0.00020338818],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004994257,0.00032582198,0.0007285987,0.0009475016,0.000046909634,0.0000076255405,0.0001577797,0.00015208602,0.00032923356],"category_scores_gemma":[0.00029016644,0.00025596583,0.00005899551,0.0006481559,0.0005410093,0.00025353342,0.00015292592,0.0005225619,0.000002876321],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006004551,0.00042274265,0.9453593,0.00029851208,0.00006112389,0.000056089688,0.0026972468,0.00010934793,0.017644174,0.000027858317,3.413186e-7,0.032722805],"study_design_scores_gemma":[0.008975983,0.0011642583,0.87592643,0.00049487664,0.00012088198,0.000022265542,0.001083112,0.110157505,0.0017546035,0.00011352186,0.0000010414768,0.00018551403],"about_ca_topic_score_codex":0.001016861,"about_ca_topic_score_gemma":0.00023974877,"teacher_disagreement_score":0.11004816,"about_ca_system_score_codex":0.00050324,"about_ca_system_score_gemma":0.00006236172,"threshold_uncertainty_score":0.9999893},"labels":[],"label_agreement":null},{"id":"W2028241580","doi":"10.1378/chest.128.4_meetingabstracts.165s-c","title":"IMPACT OF CONTINUOUS POSITIVE AIRWAY PRESSURE (CPAP) ON AIRWAY RESPONSIVENESS AND ASTHMA QUALITY OF LIFE IN SUBJECTS WITH ASTHMA AND SLEEP APNEA SYNDROM","year":2005,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Continuous positive airway pressure; Asthma; Obstructive sleep apnea; Airway; Anesthesia; Sleep apnea; Apnea; Quality of life (healthcare); Sleep (system call); Internal medicine","score_opus":0.016798302259478835,"score_gpt":0.31056886411298906,"score_spread":0.29377056185351025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028241580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99686056,0.0015551805,0.00013987515,0.00049185863,0.000028253851,0.00042960473,0.000050498093,0.0000078681305,0.00043630291],"genre_scores_gemma":[0.99910486,0.000055254586,0.0005924611,0.000030186035,0.00011728407,0.000004773924,0.0000039686624,0.000033569242,0.000057648598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975112,0.0005003061,0.0005933418,0.00031947694,0.00067143416,0.0004042438],"domain_scores_gemma":[0.997752,0.0005295606,0.00042515708,0.000266439,0.00057545037,0.00045137026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012362517,0.0002554263,0.0008621671,0.00040415718,0.00007432851,0.000031411237,0.000120612065,0.00015324405,0.0000879594],"category_scores_gemma":[0.0009199036,0.0001848539,0.00011086491,0.00030896088,0.00046071914,0.00022456849,0.00007044886,0.00077944045,0.0000018823567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021390881,0.0008300862,0.89951915,0.0004991165,0.00087688677,0.000361826,0.0025611788,0.00025390682,0.047522914,0.00006894996,0.000019306057,0.026095789],"study_design_scores_gemma":[0.006664252,0.004557822,0.9706667,0.0003727652,0.00005522495,0.0011991442,0.00060434145,0.00029051697,0.015379567,0.000011912261,0.000030741685,0.00016701868],"about_ca_topic_score_codex":0.00015465007,"about_ca_topic_score_gemma":0.000071470015,"teacher_disagreement_score":0.07114754,"about_ca_system_score_codex":0.00014326425,"about_ca_system_score_gemma":0.00022619459,"threshold_uncertainty_score":0.7538123},"labels":[],"label_agreement":null},{"id":"W2028514238","doi":"10.1007/s11325-014-1031-8","title":"Swallowing and breathing patterns during sleep in patients with obstructive sleep apnea","year":2014,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Swallowing; Polysomnography; Obstructive sleep apnea; Neurology; Anesthesia; Otorhinolaryngology; Apnea; Sleep (system call); Breathing; Sleep apnea; Internal medicine; Surgery","score_opus":0.006185009876278965,"score_gpt":0.2269292460138797,"score_spread":0.22074423613760075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028514238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99638414,0.0001351203,0.0013651301,0.00022101119,0.00014527356,0.0006568329,0.000012077281,0.00009750002,0.0009828922],"genre_scores_gemma":[0.99772125,0.000008526793,0.0017964772,0.00012600009,0.00017739426,0.00003052105,0.000029655388,0.000083548905,0.000026635604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970386,0.0001486504,0.00043197948,0.0008751713,0.0006953996,0.00081016944],"domain_scores_gemma":[0.99872977,0.0001823322,0.00012914931,0.00041291167,0.00016722898,0.00037862328],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004498688,0.0004351149,0.0006271868,0.00045767732,0.00035202235,0.00015123858,0.00014624526,0.00019171622,0.000032284315],"category_scores_gemma":[0.00017819052,0.00036457533,0.000074331416,0.00032119293,0.00017798351,0.0006289588,0.0002879627,0.00077572325,0.0000068845734],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040208668,0.00012554448,0.8850569,0.00029290334,0.0001777012,0.00014114725,0.0031441655,0.000018757977,0.0008076255,0.000096109485,2.8595292e-7,0.10973673],"study_design_scores_gemma":[0.007828523,0.00038234558,0.98221415,0.00036678356,0.00014358082,0.00017809094,0.0010818485,0.006171863,0.001074469,0.000110241424,0.000019622647,0.00042849366],"about_ca_topic_score_codex":0.00033035324,"about_ca_topic_score_gemma":0.00004567538,"teacher_disagreement_score":0.10930824,"about_ca_system_score_codex":0.00020746904,"about_ca_system_score_gemma":0.00001016243,"threshold_uncertainty_score":0.9998806},"labels":[],"label_agreement":null},{"id":"W2028658352","doi":"10.1016/j.ijcard.2010.10.104","title":"Obstructive sleep apnea may increase the risk of stroke in AF patients: Refining the CHADS2 score","year":2010,"lang":"en","type":"editorial","venue":"International Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"Mach-Gaensslen Foundation of Canada","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Sleep medicine; Stroke (engine); Central sleep apnea; Sleep apnea; Apnea; Hypopnea; Internal medicine; Cardiology; Physical therapy; Sleep disorder; Psychiatry","score_opus":0.010942081325146132,"score_gpt":0.30127801371770097,"score_spread":0.29033593239255484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028658352","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40332,0.0005052553,0.00022795133,0.000947725,0.5907766,0.00034084878,0.00090663193,0.0000065116565,0.0029684575],"genre_scores_gemma":[0.658057,0.00022624736,0.00015362677,0.000038187274,0.3412758,0.000016945814,0.0001080992,0.00004179952,0.00008231144],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99477655,0.0009868288,0.0011870286,0.00030737164,0.0023947805,0.00034741504],"domain_scores_gemma":[0.9887346,0.003939904,0.0018145527,0.00048349277,0.0049050525,0.00012240077],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002448388,0.00031365373,0.0010694434,0.00065820385,0.00006938602,0.000033049186,0.001448349,0.0007541644,0.000058681726],"category_scores_gemma":[0.015557316,0.00017422963,0.00065694004,0.00017601115,0.0008263945,0.00013041696,0.00040323148,0.00553928,0.000008285574],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011399669,0.0002568552,0.7677886,0.00008883715,0.013361364,0.0011001766,0.0010684197,0.0006311456,0.0010532264,0.0004578138,0.10978325,0.093010634],"study_design_scores_gemma":[0.011075786,0.0015266753,0.46132985,0.0003647582,0.0012008371,0.00073112577,0.00088074966,0.00013438384,0.0003980075,0.0008401128,0.52113664,0.00038107406],"about_ca_topic_score_codex":0.00027206392,"about_ca_topic_score_gemma":0.00006122175,"teacher_disagreement_score":0.41135338,"about_ca_system_score_codex":0.00045556732,"about_ca_system_score_gemma":0.00040954197,"threshold_uncertainty_score":0.996755},"labels":[],"label_agreement":null},{"id":"W2028711054","doi":"10.1161/circulationaha.113.005893","title":"Effects of Short-Term Continuous Positive Airway Pressure on Myocardial Sympathetic Nerve Function and Energetics in Patients With Heart Failure and Obstructive Sleep Apnea","year":2014,"lang":"en","type":"article","venue":"Circulation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; Lantheus Medical Imaging","keywords":"Medicine; Continuous positive airway pressure; Ejection fraction; Obstructive sleep apnea; Heart failure; Cardiology; Internal medicine; Heart rate; Sleep apnea; Blood pressure; Stroke volume; Apnea–hypopnea index; Sympathetic nervous system; Anesthesia; Apnea; Polysomnography","score_opus":0.003694055688852792,"score_gpt":0.20917971316251288,"score_spread":0.2054856574736601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028711054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977655,0.00007094614,0.00094746414,0.00004750982,0.00008163826,0.0009742892,0.0000080685,0.00001624613,0.00008836104],"genre_scores_gemma":[0.9997012,7.5282946e-7,0.00011675632,0.000018200582,0.00006133432,0.000024238714,0.000050326114,0.00002507953,0.000002119104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876624,0.0001682621,0.00018008176,0.0003314346,0.0003678122,0.00018616217],"domain_scores_gemma":[0.9992958,0.0001618655,0.00006926549,0.0001613316,0.00021629535,0.00009547959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000119405086,0.00016083634,0.00032548187,0.0001763222,0.000048189973,0.000016111346,0.000025252239,0.00012784904,0.0000024951703],"category_scores_gemma":[0.00010371749,0.00013827102,0.000035539248,0.00015008161,0.00014649943,0.000114978626,0.000026964346,0.00018446473,9.610633e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056839816,0.000138162,0.97395295,0.00018408115,0.00010621409,0.0000019462038,0.0003361573,0.00020016788,0.0140101975,0.0003389115,9.802694e-7,0.010161826],"study_design_scores_gemma":[0.0033513727,0.0012188954,0.9864685,0.00012208389,0.00022899956,0.0000043905425,0.000052108408,0.0027063393,0.0056147813,0.000103626066,0.0000059678446,0.00012296277],"about_ca_topic_score_codex":0.0000123448135,"about_ca_topic_score_gemma":0.000003092854,"teacher_disagreement_score":0.012515514,"about_ca_system_score_codex":0.000053876414,"about_ca_system_score_gemma":0.00000811892,"threshold_uncertainty_score":0.56385285},"labels":[],"label_agreement":null},{"id":"W2029321520","doi":"10.5665/sleep.2378","title":"Flexible Positive Airway Pressure Improves Treatment Adherence Compared with Auto-adjusting PAP","year":2013,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"FLEX; Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; Continuous positive airway pressure; Pittsburgh Sleep Quality Index; Positive airway pressure; Anesthesia; Quality of life (healthcare); Sleep quality; Airway; Internal medicine; Polysomnography; Apnea; Pharmacology; Insomnia","score_opus":0.0217124294899123,"score_gpt":0.2863988744719948,"score_spread":0.2646864449820825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029321520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96682346,0.00074489467,0.0010430716,0.00084971363,0.0001566542,0.0028380181,0.000035106175,0.00028557074,0.027223505],"genre_scores_gemma":[0.9918998,0.0000065745708,0.002357959,0.00008151631,0.00015731463,0.00029081677,0.00004254982,0.000043428237,0.005120065],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99818534,0.0000688131,0.00022354966,0.00047674045,0.00047316687,0.000572368],"domain_scores_gemma":[0.9986978,0.000085266045,0.00009464704,0.00044987808,0.00037449566,0.00029792188],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000075547134,0.00026873132,0.0003950778,0.00010667875,0.00015234691,0.000066247965,0.00014076827,0.000084590945,0.001111131],"category_scores_gemma":[0.00005299241,0.00018336606,0.00007899912,0.0002611376,0.00019350275,0.00022253618,0.00007867327,0.00023670495,0.00045309533],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016054002,0.001787349,0.1451705,0.00048472502,0.0022646294,0.0002398529,0.004458822,0.00026570275,0.35607517,0.00062732113,0.0007737435,0.4862468],"study_design_scores_gemma":[0.011736567,0.009578631,0.6471651,0.00035913772,0.00096676196,0.0001590881,0.0034737145,0.04358138,0.27968383,0.00015478392,0.002351843,0.0007891108],"about_ca_topic_score_codex":0.0009860253,"about_ca_topic_score_gemma":0.000030545933,"teacher_disagreement_score":0.50199467,"about_ca_system_score_codex":0.0001946268,"about_ca_system_score_gemma":0.000066314526,"threshold_uncertainty_score":0.999802},"labels":[],"label_agreement":null},{"id":"W2029690640","doi":"10.1016/j.sleep.2009.12.013","title":"Autonomic alterations and endothelial dysfunction in pediatric obstructive sleep apnea","year":2010,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation","funders":"","keywords":"Obstructive sleep apnea; Medicine; Endothelial dysfunction; Neuroscience; Hypoxia (environmental); Homeostasis; Homing (biology); Autonomic nervous system; Bioinformatics; Internal medicine; Biology; Heart rate; Chemistry","score_opus":0.029290965072082682,"score_gpt":0.32741225801750345,"score_spread":0.2981212929454208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029690640","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014714925,0.9883884,0.00026383455,0.0004253466,0.0026053323,0.0031458954,0.00009129222,0.0001186186,0.0034897837],"genre_scores_gemma":[0.0023975954,0.99031186,0.0005143249,0.000091133945,0.005137908,0.00045239524,0.0005157791,0.00017772842,0.0004012725],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99557644,0.00030184622,0.0013802181,0.0011904645,0.0007683798,0.0007826396],"domain_scores_gemma":[0.99721843,0.00064658065,0.000488633,0.00086958334,0.00023404269,0.0005427568],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00080149685,0.00082366826,0.0028055392,0.002042865,0.00016201174,0.000037094705,0.00029213843,0.0008087536,0.0006280509],"category_scores_gemma":[0.0010970116,0.0006329906,0.0002922302,0.0011508925,0.00058261125,0.0001987095,0.00019770057,0.0028452224,0.00020076385],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006603772,0.000112416026,0.0011474619,0.004836651,0.00016809741,0.00013186313,0.0002324739,7.0620627e-7,0.000030322824,0.00040429633,0.000070448135,0.9927992],"study_design_scores_gemma":[0.008735435,0.0011706726,0.0072547034,0.0033379563,0.005920975,0.0014202527,0.00021741133,0.000871366,0.000012139094,0.0003042127,0.9696564,0.0010984506],"about_ca_topic_score_codex":0.0000932072,"about_ca_topic_score_gemma":0.00008011298,"teacher_disagreement_score":0.99170077,"about_ca_system_score_codex":0.000605431,"about_ca_system_score_gemma":0.00025201033,"threshold_uncertainty_score":0.99961215},"labels":[],"label_agreement":null},{"id":"W2029741743","doi":"10.1378/chest.128.4_meetingabstracts.228s-a","title":"REPETITIVE INSPIRATORY OCCLUSIONS ACUTELY IMPAIR MYOCARDIAL CONTRACTILITY","year":2005,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Preload; Cardiology; Afterload; Contractility; Heart failure; Internal medicine; Cardiac function curve; Positive airway pressure; Myocardial infarction; Anesthesia; Continuous positive airway pressure; Obstructive sleep apnea; Hemodynamics","score_opus":0.024992530066161225,"score_gpt":0.322570622253618,"score_spread":0.2975780921874568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029741743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740621,0.00039384532,0.00076395465,0.0065855416,0.00045565574,0.00032212067,0.000021676591,0.000070498085,0.017324619],"genre_scores_gemma":[0.9939224,0.00007558469,0.001996366,0.00090542925,0.002749167,0.000007283261,0.00000522613,0.000029504874,0.00030905363],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99802566,0.00014710688,0.00039187103,0.00026494853,0.00067623117,0.00049420475],"domain_scores_gemma":[0.99818766,0.00015165028,0.00014345218,0.0003272714,0.0005348842,0.00065510167],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00086377317,0.00017934591,0.00034731664,0.00017650881,0.00034235427,0.00006257107,0.00015994224,0.00014533542,0.0010838531],"category_scores_gemma":[0.00092552486,0.00014726269,0.00027206057,0.00020638073,0.00025366468,0.00034412346,0.000104483275,0.0014160894,0.0002929287],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003473938,0.0025101998,0.36207828,0.0001745006,0.002002412,0.004503204,0.0033129123,0.00001590861,0.23290586,0.00070426497,0.012460033,0.3758585],"study_design_scores_gemma":[0.0037233722,0.0004005268,0.8386687,0.000051759205,0.00015552019,0.0036064251,0.00050093886,0.00026114026,0.012519251,0.00011590442,0.13979082,0.00020564765],"about_ca_topic_score_codex":0.0000066910834,"about_ca_topic_score_gemma":0.0000059869385,"teacher_disagreement_score":0.47659042,"about_ca_system_score_codex":0.00062356016,"about_ca_system_score_gemma":0.00033630396,"threshold_uncertainty_score":0.9998293},"labels":[],"label_agreement":null},{"id":"W2029753313","doi":"10.1159/000351797","title":"Effects of Auto-Servo Ventilation on Patients with Sleep-Disordered Breathing, Stable Systolic Heart Failure and Concomitant Diastolic Dysfunction: Subanalysis of a Randomized Controlled Trial","year":2013,"lang":"en","type":"article","venue":"Respiration","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Heart failure; Diastole; Cardiology; Ejection fraction; Internal medicine; Polysomnography; Apnea–hypopnea index; Isovolumetric contraction; Periodic breathing; Continuous positive airway pressure; Ventilation (architecture); Blood pressure; Obstructive sleep apnea; Apnea","score_opus":0.005518378496423396,"score_gpt":0.2328251323585957,"score_spread":0.2273067538621723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029753313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883137,0.00015198156,0.0016749288,0.00019740181,0.00007261022,0.00948896,0.0000039489705,0.000024783296,0.00007171445],"genre_scores_gemma":[0.99880254,0.000004108169,0.00029048306,0.000030045001,0.0000575781,0.00070983055,0.000039682258,0.000022443677,0.000043271455],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99736357,0.0006340027,0.00076401996,0.00028422894,0.0007588607,0.0001952912],"domain_scores_gemma":[0.99748856,0.000834033,0.0005655586,0.00026499073,0.00074740424,0.00009943956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007179145,0.00019201603,0.0016168253,0.00041408642,0.00007472422,0.000031868974,0.000046205656,0.00011849501,0.00009094508],"category_scores_gemma":[0.001313379,0.00013064842,0.0002479505,0.00036615602,0.00013602866,0.0002273616,0.000019652789,0.0001476146,0.0000069772636],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9622831,0.00068747904,0.017229265,0.00053272734,0.0011705247,0.0000016622089,0.0002679186,0.00014312113,0.015869344,0.00021357616,0.000032124088,0.0015691706],"study_design_scores_gemma":[0.9231115,0.0025368745,0.053491805,0.00018262293,0.0010579915,0.0000015195304,0.000040888342,0.012711617,0.0066978065,0.000035165507,0.000019133691,0.00011309544],"about_ca_topic_score_codex":0.00034006298,"about_ca_topic_score_gemma":0.000023742783,"teacher_disagreement_score":0.039171606,"about_ca_system_score_codex":0.00009877421,"about_ca_system_score_gemma":0.000052077146,"threshold_uncertainty_score":0.5327688},"labels":[],"label_agreement":null},{"id":"W2030093396","doi":"10.1016/j.sleep.2013.07.009","title":"Screening for sleep dysfunction after traumatic brain injury","year":2013,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Traumatic brain injury; Irritability; Medicine; Psychiatry; Sleep (system call); Population; Sleep deprivation; Sleep disorder; Mood; Mood disorders; Poison control; Clinical psychology; Psychology; Cognition; Anxiety; Medical emergency","score_opus":0.0970816616468849,"score_gpt":0.3996529054307387,"score_spread":0.3025712437838538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030093396","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005895177,0.97414565,0.012596617,0.0014681882,0.0013839466,0.00880481,0.000094146235,0.00020019956,0.0012474726],"genre_scores_gemma":[0.00021629829,0.9768135,0.0045342203,0.0009902953,0.0053528408,0.0062388782,0.0014634441,0.0004984693,0.0038920299],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99439126,0.00032775142,0.0016446104,0.0011593495,0.0013558667,0.0011211534],"domain_scores_gemma":[0.99581057,0.0011515317,0.0005775629,0.0012618606,0.00047221332,0.0007262814],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014158469,0.0010353021,0.0039749104,0.00130855,0.00016058086,0.00004101449,0.00041498017,0.00076123147,0.004256541],"category_scores_gemma":[0.0019823138,0.00071069313,0.0009109178,0.0009941602,0.0005012462,0.00020881904,0.00016619374,0.0013902795,0.0005457735],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021913563,0.00010019059,0.000025220606,0.03476859,0.0009511176,0.000046139023,0.00013095874,1.378227e-7,0.000010993459,0.00006110654,0.00681458,0.9568718],"study_design_scores_gemma":[0.0033155947,0.0018124551,0.0001227876,0.022862801,0.004686951,0.00022055878,0.00020613577,0.00047124067,0.000004902151,0.00008655726,0.96559936,0.00061068067],"about_ca_topic_score_codex":0.000052790907,"about_ca_topic_score_gemma":0.0000072083412,"teacher_disagreement_score":0.95878476,"about_ca_system_score_codex":0.000522906,"about_ca_system_score_gemma":0.00010480894,"threshold_uncertainty_score":0.9995344},"labels":[],"label_agreement":null},{"id":"W2030155840","doi":"10.1016/j.sleep.2007.03.014","title":"Effects of obstructive sleep apnea on cognitive function: A comparison between younger and older OSAS patients","year":2007,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Obstructive sleep apnea; Cognition; Neuropsychology; Medicine; Audiology; Analysis of variance; Cognitive decline; Effects of sleep deprivation on cognitive performance; Psychology; Pediatrics; Internal medicine; Dementia; Psychiatry; Disease","score_opus":0.015688902327030237,"score_gpt":0.3053421510038937,"score_spread":0.2896532486768635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030155840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98773503,0.0011064775,0.004017897,0.00028804233,0.0006937608,0.0018206856,0.000020380126,0.00006579882,0.0042519546],"genre_scores_gemma":[0.9983786,0.000011152412,0.00014374737,0.00035864444,0.00079047255,0.000032471664,0.00014122324,0.000059501705,0.00008422428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99647576,0.00013824175,0.00072035077,0.00065145316,0.0013765622,0.00063761696],"domain_scores_gemma":[0.99632925,0.0017046204,0.00029927815,0.0003215347,0.00081292825,0.00053237437],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060588814,0.00040132468,0.0010241326,0.0005972266,0.00012806655,0.000007463783,0.00012049248,0.00023500242,0.00019620279],"category_scores_gemma":[0.0012451084,0.00031276717,0.0001006247,0.00073656306,0.0009141068,0.00014943008,0.00010899409,0.0007000473,0.000044792687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031063198,0.00066398707,0.6830194,0.00070772786,0.000992859,0.00006813264,0.0022831305,3.6735776e-7,0.0030943374,0.00022851465,0.00013029238,0.30570495],"study_design_scores_gemma":[0.015296984,0.005379333,0.95745,0.0006097304,0.0012821576,0.000009854165,0.0015705397,0.00006329993,0.017795017,0.00011035152,0.00019628169,0.00023646787],"about_ca_topic_score_codex":0.00007360252,"about_ca_topic_score_gemma":0.0000061725214,"teacher_disagreement_score":0.3054685,"about_ca_system_score_codex":0.00014839131,"about_ca_system_score_gemma":0.00001649831,"threshold_uncertainty_score":0.99993247},"labels":[],"label_agreement":null},{"id":"W2030600029","doi":"10.1001/archinte.166.16.1716","title":"Sleepiness and Sleep in Patients With Both Systolic Heart Failure and Obstructive Sleep Apnea","year":2006,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":390,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute","funders":"National Center for Research Resources; National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"Epworth Sleepiness Scale; Obstructive sleep apnea; Heart failure; Polysomnography; Medicine; Apnea; Sleep apnea; Cardiology; Excessive daytime sleepiness; Internal medicine; Hypopnea; Sleep Stages; Physical therapy; Anesthesia; Sleep disorder; Insomnia; Psychiatry","score_opus":0.004722907917683495,"score_gpt":0.23715382038335825,"score_spread":0.23243091246567477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030600029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947139,0.00067082554,0.00074308156,0.0011016183,0.00007863274,0.00062151457,0.000016340366,0.000021239832,0.0020328285],"genre_scores_gemma":[0.99706143,0.000007529062,0.002521332,0.00011849164,0.00016262484,0.000019927815,0.00002425513,0.00003672774,0.00004767285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980531,0.00009191388,0.00048153673,0.00045135096,0.0005376054,0.00038454865],"domain_scores_gemma":[0.99890196,0.00033388435,0.00015311182,0.00027999908,0.00011510399,0.00021592899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012960039,0.0002736668,0.00069888664,0.0005786561,0.000043379598,0.000009271317,0.00013468473,0.000060127553,0.00004092117],"category_scores_gemma":[0.00018756755,0.00019018578,0.00004030202,0.00024921092,0.0012282156,0.00012685375,0.00014297027,0.00040953784,0.000001657713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017694741,0.00017715429,0.9767413,0.00031569076,0.0001402938,0.000053096628,0.0006442507,0.00000564524,0.0036753388,0.0006399145,0.000028023067,0.015809782],"study_design_scores_gemma":[0.00896331,0.0017346708,0.9847779,0.0008123107,0.000088249464,0.0001400669,0.0004508612,0.0010014673,0.0011121659,0.00060343015,0.00015347353,0.00016206948],"about_ca_topic_score_codex":0.0010954728,"about_ca_topic_score_gemma":0.00014868646,"teacher_disagreement_score":0.015647713,"about_ca_system_score_codex":0.000039891045,"about_ca_system_score_gemma":0.00001333499,"threshold_uncertainty_score":0.7755551},"labels":[],"label_agreement":null},{"id":"W2030839285","doi":"10.1016/j.resp.2008.05.009","title":"Effects of aging on peripheral chemoreceptor CO2 response during sleep and wakefulness in healthy men","year":2008,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Wakefulness; Medicine; Apnea; Sleep (system call); Peripheral; Sleep apnea; Anesthesia; Ventilation (architecture); Internal medicine; Cardiology; Electroencephalography; Psychiatry","score_opus":0.016292195942232284,"score_gpt":0.28278583920042544,"score_spread":0.26649364325819314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030839285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984421,0.00031721973,8.6611715e-7,0.0002761388,0.00017133266,0.0006457906,0.000005409886,0.000045313278,0.00009580165],"genre_scores_gemma":[0.99857235,0.00003745849,0.000025493546,0.0010855598,0.0001289752,0.000083869236,0.0000048065713,0.000042125146,0.000019390905],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99670136,0.0014209744,0.00042276547,0.000698211,0.00013242186,0.00062423956],"domain_scores_gemma":[0.9982945,0.0009192093,0.00014291948,0.00038478978,0.000084768486,0.00017382446],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003114889,0.00027431635,0.0007871524,0.0004025141,0.00013067192,0.0000020153648,0.00015582703,0.00024461714,0.0000478755],"category_scores_gemma":[0.00041375027,0.0002461714,0.0000856584,0.0002976098,0.00093932904,0.000053668606,0.00016442801,0.00065958285,0.00001715091],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015464111,0.00025082874,0.046208557,0.0003209215,0.00004860047,0.00022481181,0.0002379972,0.000025959502,0.9366948,0.000032745607,0.0000143675015,0.00047632327],"study_design_scores_gemma":[0.0041486523,0.0028070703,0.70024675,0.000030387973,0.000009736312,0.000083123734,0.00002930715,0.000030731575,0.29231462,0.000008514454,0.00017137066,0.000119743025],"about_ca_topic_score_codex":0.000011522571,"about_ca_topic_score_gemma":0.0000017760185,"teacher_disagreement_score":0.6540382,"about_ca_system_score_codex":0.00015269329,"about_ca_system_score_gemma":0.000086937245,"threshold_uncertainty_score":0.99999905},"labels":[],"label_agreement":null},{"id":"W2031306589","doi":"10.4103/0970-2113.120603","title":"Quality of life impairment in patients of obstructive sleep apnea and its relation with the severity of disease","year":2013,"lang":"en","type":"article","venue":"Lung India","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Mann–Whitney U test; Body mass index; Quality of life (healthcare); Internal medicine; Physical therapy; Apnea–hypopnea index; Anthropometry; Sleep apnea; Apnea","score_opus":0.010351735425689533,"score_gpt":0.27187392509139197,"score_spread":0.26152218966570245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031306589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99845165,0.000076445926,0.000020539363,0.00013806637,0.0000213008,0.0010745779,0.00003894851,0.0000037700374,0.00017470807],"genre_scores_gemma":[0.9998067,0.0000019113281,0.00010820045,0.0000150477545,0.000008747775,0.000027294447,0.0000148221225,0.0000083569,0.000008903016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987907,0.00015604262,0.0003104869,0.00014876614,0.00045905326,0.00013497283],"domain_scores_gemma":[0.99896955,0.00013675306,0.00023655682,0.000215254,0.00032521164,0.00011668943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002404439,0.00008483321,0.00025500855,0.000089809095,0.000019789673,0.0000027260212,0.0000660833,0.000044503395,0.000051566363],"category_scores_gemma":[0.000297254,0.000055150795,0.000032747772,0.0002235785,0.00016957961,0.000121384626,0.00006321327,0.00014517421,0.0000013454107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009733026,0.00024932003,0.9946865,0.0003867198,0.00008586178,4.4060565e-7,0.0014987381,0.000008643441,0.00039278629,0.00020098587,0.0000053266544,0.0015114116],"study_design_scores_gemma":[0.002162556,0.00027457226,0.9950817,0.000039737974,0.000030552106,1.8683205e-7,0.00039666047,0.0008559855,0.00102611,0.000081745646,5.0971767e-7,0.00004966712],"about_ca_topic_score_codex":0.000199097,"about_ca_topic_score_gemma":0.000009031184,"teacher_disagreement_score":0.0014617444,"about_ca_system_score_codex":0.00006680146,"about_ca_system_score_gemma":0.00004181276,"threshold_uncertainty_score":0.22489841},"labels":[],"label_agreement":null},{"id":"W2031552314","doi":"10.1016/j.jacc.2004.12.080","title":"Inhibition of Awake Sympathetic Nerve Activity of Heart Failure Patients With Obstructive Sleep Apnea by Nocturnal Continuous Positive Airway Pressure","year":2005,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":246,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Microneurography; Obstructive sleep apnea; Heart failure; Blood pressure; Continuous positive airway pressure; Internal medicine; Polysomnography; Cardiology; Ejection fraction; Heart rate; Anesthesia; Morning; Hypopnea; Apnea; Baroreflex","score_opus":0.004267183919684778,"score_gpt":0.2333100511303108,"score_spread":0.22904286721062603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031552314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996097,0.00017026898,0.00052286393,0.0016010929,0.00011002763,0.0005600107,0.00070270296,0.0000037449474,0.00023223073],"genre_scores_gemma":[0.9983469,0.0000059928334,0.0013630615,0.000046336583,0.00017220968,0.000004535566,0.0000039045917,0.000028265444,0.000028776903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719256,0.0007271009,0.0006864005,0.00021442308,0.0008653427,0.0003141717],"domain_scores_gemma":[0.9952635,0.00031084564,0.0019922068,0.00036538608,0.0019190218,0.00014905125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003978154,0.00023181402,0.0016420435,0.00024974122,0.000057790185,0.0000030584192,0.0002450087,0.00010635737,0.000013854834],"category_scores_gemma":[0.00024731905,0.00014714165,0.0005095731,0.00051463913,0.0016252327,0.0001605227,0.000114172246,0.00064537977,5.4268e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009442293,0.0006971138,0.6007869,0.00015036906,0.0043396116,0.00006402965,0.00045328384,0.0018272283,0.37278503,0.00006651702,0.0017140233,0.0076735606],"study_design_scores_gemma":[0.006552357,0.00841525,0.6352977,0.00022448624,0.0011586807,0.0011286133,0.0013210071,0.00012402666,0.34471583,0.000047243335,0.00080128893,0.00021349272],"about_ca_topic_score_codex":0.000026793035,"about_ca_topic_score_gemma":0.0000041600024,"teacher_disagreement_score":0.03451078,"about_ca_system_score_codex":0.00015806503,"about_ca_system_score_gemma":0.000150129,"threshold_uncertainty_score":0.6000262},"labels":[],"label_agreement":null},{"id":"W2031842037","doi":"10.1007/s11695-013-0991-2","title":"Sleep-Disordered Breathing and Postoperative Outcomes After Bariatric Surgery: Analysis of the Nationwide Inpatient Sample","year":2013,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Aging","keywords":"Medicine; Perioperative; Obstructive sleep apnea; Odds ratio; Intubation; Atrial fibrillation; Cardiac surgery; Sleep apnea; Sleep disordered breathing; Anesthesia; Surgery; Internal medicine","score_opus":0.014797193814979265,"score_gpt":0.2536783038142635,"score_spread":0.23888110999928422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031842037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99676794,0.00018067253,0.00023678102,0.0019865483,0.00014928606,0.00048296302,0.00005677681,0.000022742088,0.00011628444],"genre_scores_gemma":[0.99916965,0.000020836089,0.00026528822,0.00032672164,0.000018730594,0.00005904105,0.000044220174,0.000017147355,0.00007835372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980335,0.00027866717,0.00045818207,0.00031924262,0.0006095797,0.00030078844],"domain_scores_gemma":[0.9955615,0.0032119723,0.00016606043,0.00044852548,0.00047775725,0.00013421908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006052814,0.00018023378,0.00077308976,0.00083893695,0.00014362918,0.00004489286,0.000080430465,0.00008992977,0.0007094864],"category_scores_gemma":[0.0024598953,0.00012105412,0.00045729207,0.0016453734,0.0001503288,0.00022733421,0.00016567568,0.0001974406,0.0000134527545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036588637,0.00015976733,0.99257,0.000041279898,0.0009006584,0.000004702481,0.00052240613,0.0000085873035,0.00013791499,0.000032079384,0.000107791704,0.0054782517],"study_design_scores_gemma":[0.00017858906,0.000010495301,0.9970235,0.000015749682,0.00051135133,0.000003148007,0.00019991082,0.0014064818,0.0004193582,0.00007273723,0.000040484887,0.00011818728],"about_ca_topic_score_codex":0.0029369402,"about_ca_topic_score_gemma":0.0002508892,"teacher_disagreement_score":0.0053600646,"about_ca_system_score_codex":0.000087229586,"about_ca_system_score_gemma":0.000066040884,"threshold_uncertainty_score":0.7768379},"labels":[],"label_agreement":null},{"id":"W2031929064","doi":"10.1152/japplphysiol.90408.2008","title":"Role of respiratory control mechanisms in the pathogenesis of obstructive sleep disorders","year":2008,"lang":"en","type":"review","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":227,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Dilator; Obstructive sleep apnea; Arousal; Medicine; Control of respiration; Cardiology; Sleep (system call); Anesthesia; Respiratory system; Internal medicine; Psychology; Neuroscience; Computer science","score_opus":0.020109075304838946,"score_gpt":0.30238448618128344,"score_spread":0.2822754108764445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031929064","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013735425,0.9835829,0.00008425522,0.000017566681,0.00013097114,0.0015220032,0.00006358395,0.0000038047958,0.0008594889],"genre_scores_gemma":[0.11332544,0.8857619,0.00047686548,0.0000599027,0.0002357657,0.000070948525,0.000009187632,0.00005885916,0.0000011313932],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99661094,0.00055143255,0.0015625976,0.00028331747,0.0006458055,0.00034589786],"domain_scores_gemma":[0.9960666,0.0008685106,0.0021684878,0.00049842964,0.0003072229,0.00009075363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005896724,0.00036549044,0.0034486703,0.0006557162,0.000036154375,0.0000023319365,0.00061573763,0.00041633297,0.00004487369],"category_scores_gemma":[0.00013999769,0.00022138437,0.00087132026,0.0005727557,0.0004660446,0.00003495363,0.00007730331,0.0010980039,0.000004882576],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013673094,0.0005061779,0.000016600326,0.0034107035,0.0014019415,0.000033025,0.00046816448,0.000026326785,0.07911317,0.0037071535,0.000014809129,0.90993464],"study_design_scores_gemma":[0.04671765,0.016739745,0.104663804,0.014179471,0.016609814,0.0031513232,0.014861924,0.00014201259,0.010257757,0.12117062,0.6480702,0.0034356748],"about_ca_topic_score_codex":0.0000059939443,"about_ca_topic_score_gemma":0.000002441824,"teacher_disagreement_score":0.90649897,"about_ca_system_score_codex":0.0001397733,"about_ca_system_score_gemma":0.00032589585,"threshold_uncertainty_score":0.9027793},"labels":[],"label_agreement":null},{"id":"W2031960514","doi":"10.5664/jcsm.3072","title":"Excessive Daytime Sleepiness Increases the Risk of Motor Vehicle Crash in Obstructive Sleep Apnea","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Obstructive sleep apnea; Excessive daytime sleepiness; Motor vehicle crash; Incidence (geometry); Sleep (system call); Sleep apnea; Apnea; Physical therapy; Anesthesia; Physical medicine and rehabilitation; Emergency medicine; Poison control; Sleep disorder; Injury prevention; Psychiatry; Insomnia","score_opus":0.03480954556924129,"score_gpt":0.3694452931497689,"score_spread":0.3346357475805276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031960514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879063,0.0014540552,0.0006722748,0.006890377,0.00094865967,0.0010374812,0.00001654191,0.000016337846,0.0010579894],"genre_scores_gemma":[0.995745,0.00037677874,0.0008220209,0.0005773237,0.0023051552,0.000028733399,0.0000057785173,0.00005300602,0.00008621025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.991693,0.0013753861,0.003915059,0.00044300742,0.0019498612,0.00062367145],"domain_scores_gemma":[0.9856407,0.0074002245,0.0028392652,0.0007955921,0.002508621,0.0008155842],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0052634096,0.0003880857,0.0022703044,0.0005330995,0.000105628256,0.000020945909,0.0008471591,0.00034642758,0.0018553206],"category_scores_gemma":[0.030708205,0.00021075775,0.00061020267,0.0010161075,0.0018978198,0.00045396047,0.00024520527,0.0025759463,0.00006814651],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020204752,0.0011277146,0.78350884,0.0001207783,0.0010413841,0.00026763073,0.00039681236,0.00005119473,0.0032676528,0.00010581972,0.00053079816,0.20756091],"study_design_scores_gemma":[0.012146473,0.0033334189,0.9719195,0.00037810224,0.0007165028,0.00021828247,0.001648369,0.0064255707,0.0006301844,0.0020213604,0.00037402005,0.0001882185],"about_ca_topic_score_codex":0.000917556,"about_ca_topic_score_gemma":0.000028805855,"teacher_disagreement_score":0.2073727,"about_ca_system_score_codex":0.00015603029,"about_ca_system_score_gemma":0.00015876947,"threshold_uncertainty_score":0.99972516},"labels":[],"label_agreement":null},{"id":"W2032190775","doi":"10.1007/s11325-008-0234-2","title":"Clinical diagnosis of sleep apnea based on single night of polysomnography vs. two nights of polysomnography","year":2008,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Polysomnography; Medicine; Sleep apnea; Neurology; Sleep (system call); Apnea; Sleep medicine; Otorhinolaryngology; Sleep disorder; Pediatrics; Anesthesia; Surgery; Insomnia; Psychiatry","score_opus":0.029853636767901953,"score_gpt":0.3083036926239999,"score_spread":0.27845005585609794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032190775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953342,0.0007966884,0.0005449702,0.00030044906,0.00020412989,0.00048194555,0.000056258043,0.000042245316,0.0022390839],"genre_scores_gemma":[0.9963425,0.00010038337,0.0031536613,0.0001611086,0.0001445765,0.000019751267,0.000023075365,0.00004394089,0.00001102393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99658287,0.0002743753,0.0011198657,0.00056539994,0.0009887957,0.00046868878],"domain_scores_gemma":[0.9972258,0.0008924071,0.0004505404,0.0007061678,0.00038914278,0.00033589714],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00069244514,0.00031924184,0.0011030405,0.0011291072,0.00015796801,0.000009391371,0.00023798237,0.00022517418,0.00009438189],"category_scores_gemma":[0.0002755008,0.0002609945,0.0007098845,0.0010836552,0.0012646541,0.00014695003,0.00010370511,0.00048527593,0.0000027913259],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011843957,0.0024476384,0.9461716,0.00031645267,0.0005251902,0.0001043294,0.0008159543,0.000017951044,0.0079510575,0.00017576749,0.00003016585,0.040259495],"study_design_scores_gemma":[0.013449316,0.0069384244,0.73881114,0.00077248673,0.0008165283,0.00011810777,0.00037422107,0.007386132,0.23029195,0.00021538846,0.00025453977,0.00057176093],"about_ca_topic_score_codex":0.00034486683,"about_ca_topic_score_gemma":0.000011754758,"teacher_disagreement_score":0.22234088,"about_ca_system_score_codex":0.00002847004,"about_ca_system_score_gemma":0.000038851827,"threshold_uncertainty_score":0.9999842},"labels":[],"label_agreement":null},{"id":"W2032832123","doi":"10.1109/embc.2012.6347445","title":"Monitoring torso acceleration for estimating the respiratory flow and efforts for sleep apnea detection","year":2012,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre; Simon Fraser University","funders":"","keywords":"Torso; Sleep apnea; Acceleration; Apnea; Computer science; Respiratory system; Medicine; Cardiology; Internal medicine; Physics","score_opus":0.05509055587873239,"score_gpt":0.34795922915667526,"score_spread":0.29286867327794286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032832123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6240726,0.00017571017,0.3733834,0.00012530916,0.0006458214,0.0013763042,0.0000020854914,0.000048325663,0.00017043023],"genre_scores_gemma":[0.9384247,5.6602505e-7,0.059091303,0.000045936828,0.0019265419,0.0004376271,0.0000029624912,0.000024869207,0.000045499597],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915385,0.000024650397,0.00016860357,0.00016026107,0.00018175344,0.00031085341],"domain_scores_gemma":[0.99921143,0.00030740412,0.00004674219,0.00016251155,0.00016416935,0.00010776617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069649273,0.000098769306,0.000121183075,0.00006562445,0.00033253492,0.000045370296,0.00004022382,0.00006921698,0.0000113968135],"category_scores_gemma":[0.00053386006,0.00006718813,0.000050648214,0.00008340415,0.00003993326,0.00027064874,0.000031584783,0.000106593056,0.0000026692846],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019633336,0.00003537791,0.030579431,0.00017573147,0.000053771557,1.9731065e-7,0.0003432052,0.000046831974,0.08956078,0.00007587844,0.000021432821,0.878911],"study_design_scores_gemma":[0.0019137601,0.00046672227,0.04102954,0.0000236057,0.00010840618,0.000016459719,0.00043750711,0.45163402,0.5026296,0.00009799748,0.0014928018,0.00014961888],"about_ca_topic_score_codex":0.000008146031,"about_ca_topic_score_gemma":0.000003892348,"teacher_disagreement_score":0.8787614,"about_ca_system_score_codex":0.000092089576,"about_ca_system_score_gemma":0.0000073737865,"threshold_uncertainty_score":0.27398524},"labels":[],"label_agreement":null},{"id":"W2033226831","doi":"10.5703/1288284314796","title":"Will POD (Print on Demand) Spell DOA for OP?","year":2012,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Point of delivery; Spell; Computer science; Agronomy","score_opus":0.03891660125066205,"score_gpt":0.3460786848423939,"score_spread":0.30716208359173186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033226831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68439746,0.000168763,0.020226574,0.003979499,0.00048383645,0.0016699606,0.000010808002,0.000100036435,0.28896305],"genre_scores_gemma":[0.98394126,0.000005600629,0.0073345993,0.0005201418,0.0006044956,0.000012334513,0.000008625717,0.000025302326,0.0075476677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989294,0.000021139907,0.00013114027,0.00017414619,0.00029437846,0.00044979964],"domain_scores_gemma":[0.9991843,0.00012685222,0.000021497817,0.00029471662,0.00009590008,0.000276704],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030542706,0.00010426938,0.000168811,0.00009127772,0.000029503048,0.000009844363,0.0000762922,0.00006424379,0.0019161305],"category_scores_gemma":[0.00018841666,0.000074131414,0.00008815434,0.00008488351,0.000046669873,0.00012701678,0.000053821677,0.00014462041,0.0012714649],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038545742,0.003931992,0.2579866,0.00076532597,0.00089496875,0.000046404373,0.0012398743,0.000012575322,0.117421985,0.34619087,0.028400246,0.23925455],"study_design_scores_gemma":[0.0121174585,0.0024945529,0.27370432,0.00008958438,0.00020701883,0.00012260252,0.0007954231,0.0019138609,0.42928183,0.003318651,0.27532858,0.0006261263],"about_ca_topic_score_codex":0.000014090027,"about_ca_topic_score_gemma":0.0000032803325,"teacher_disagreement_score":0.34287223,"about_ca_system_score_codex":0.0001008119,"about_ca_system_score_gemma":0.000013182993,"threshold_uncertainty_score":0.9995062},"labels":[],"label_agreement":null},{"id":"W203326925","doi":"10.1155/2001/360169","title":"Comparing Pressures Required to Abolish Snoring and Sleep Apnea","year":2001,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Sleep apnea; Apnea; Sleep apnea syndromes; Sleep (system call); Anesthesia; Polysomnography","score_opus":0.050662702676126874,"score_gpt":0.30673220020825054,"score_spread":0.25606949753212366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W203326925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98419625,0.002341159,0.0002116527,0.001078609,0.00034136584,0.0002992852,0.0000057022835,0.000026795185,0.011499183],"genre_scores_gemma":[0.9966017,0.000015327714,0.00030237876,0.0018815121,0.0009529442,0.000009209013,0.0000010747328,0.000040834704,0.00019502203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804354,0.00010028824,0.0003303759,0.0002935114,0.00043861844,0.000793694],"domain_scores_gemma":[0.996278,0.000041897674,0.00006662974,0.00029388242,0.0003008152,0.0030187627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057414983,0.00017883432,0.00032484278,0.0007896827,0.00043198987,0.00020713403,0.00020730335,0.00010146461,0.00030401576],"category_scores_gemma":[0.00040714288,0.00017742104,0.000064853964,0.00037466554,0.000113588314,0.0002348547,0.0000611836,0.000648217,0.000058165235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002130867,0.000023493538,0.8822757,0.000041465933,0.00019328218,0.0032910316,0.0005335803,0.00008776534,0.006598388,0.00030528905,0.0026354701,0.10380145],"study_design_scores_gemma":[0.0016744537,0.00024490006,0.7018006,0.00008508559,0.00007004157,0.0018004924,0.00039751088,0.0004449575,0.00082322024,0.00007908673,0.29231787,0.0002617839],"about_ca_topic_score_codex":0.0031333342,"about_ca_topic_score_gemma":0.020158539,"teacher_disagreement_score":0.28968242,"about_ca_system_score_codex":0.00047155688,"about_ca_system_score_gemma":0.0003307205,"threshold_uncertainty_score":0.997721},"labels":[],"label_agreement":null},{"id":"W2033392065","doi":"10.1109/iembs.2011.6091879","title":"Central sleep apnea detection and stimulation","year":2011,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Stimulation; Apnea; Sleep apnea; Sleep (system call); Computer science; Medicine; Central sleep apnea; Neuroscience; Polysomnography; Anesthesia; Psychology; Internal medicine","score_opus":0.03282083638042602,"score_gpt":0.2814570451147483,"score_spread":0.24863620873432227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033392065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93974507,0.00002175243,0.037057742,0.000050803043,0.00008554413,0.00023621623,5.040519e-7,0.00006168745,0.022740673],"genre_scores_gemma":[0.9976897,0.0000012935384,0.0020202557,0.000035868336,0.000059525642,0.0000045313095,0.0000018783059,0.000008764801,0.00017815942],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99946225,0.00001705208,0.000079849175,0.00013361523,0.0001383543,0.00016885508],"domain_scores_gemma":[0.9996925,0.000014629266,0.000013723206,0.000101321726,0.000059659775,0.00011816706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000061929204,0.000053976226,0.00007220882,0.000073257,0.00003805293,0.0000064361375,0.000018041934,0.000043395976,0.000695859],"category_scores_gemma":[0.000049105358,0.000044046992,0.000019290275,0.00008838595,0.000048331887,0.000084224135,0.000021634998,0.0000880882,0.000032490334],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048264436,0.00011948242,0.33574578,0.000045530473,0.00006685694,0.000019837256,0.0007112233,0.0000026565103,0.061399177,0.00092212175,0.0000069798575,0.6004777],"study_design_scores_gemma":[0.0009184818,0.00023341674,0.88982826,0.0000019023342,0.000026637686,0.000034882618,0.00013617883,0.041637607,0.06681673,0.00022606124,0.000084973144,0.00005484079],"about_ca_topic_score_codex":0.000087118766,"about_ca_topic_score_gemma":0.000018775138,"teacher_disagreement_score":0.60042286,"about_ca_system_score_codex":0.000037251077,"about_ca_system_score_gemma":0.0000031631746,"threshold_uncertainty_score":0.7619168},"labels":[],"label_agreement":null},{"id":"W2033636986","doi":"10.1056/nejmcp012849","title":"Obstructive Sleep Apnea","year":2002,"lang":"en","type":"review","venue":"New England Journal of Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":363,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Foothills Medical Centre","funders":"","keywords":"Medicine; Body mass index; Feeling; Obstructive sleep apnea; Apnea; Breathing; Sleep (system call); Sleep apnea; Anesthesia; Physical therapy; Pediatrics; Internal medicine","score_opus":0.06281323373227461,"score_gpt":0.3601929032571561,"score_spread":0.2973796695248815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033636986","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000028865406,0.98908406,0.00033957887,0.001010738,0.001917557,0.00065187865,0.000009931744,0.000022286393,0.0069350763],"genre_scores_gemma":[0.00013379072,0.9782191,0.00094910886,0.00009844529,0.018876417,0.0000051448033,0.000024940311,0.00011890563,0.0015741477],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949183,0.00041859338,0.001892083,0.00039631917,0.0018020931,0.0005726261],"domain_scores_gemma":[0.99509144,0.0009126051,0.0014923635,0.00057515426,0.00074741454,0.0011810417],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012549659,0.0006610135,0.004679161,0.0012885671,0.00006987471,0.000019206818,0.0005184807,0.0004254526,0.0026298172],"category_scores_gemma":[0.002129104,0.00038372455,0.0007862509,0.0008481118,0.00041172188,0.00013389086,0.00009227364,0.0028065161,0.000123435],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018061118,0.00007293205,0.00003957153,0.0044929734,0.0011521296,0.0021508723,0.0002820348,3.1484754e-7,0.00000426417,0.000082016966,0.0037800411,0.9877622],"study_design_scores_gemma":[0.02491798,0.0019382014,0.000040369723,0.01323215,0.0044728853,0.025464887,0.00008285293,0.000012973096,0.000002430212,0.00015411727,0.9294261,0.00025505736],"about_ca_topic_score_codex":0.000020719606,"about_ca_topic_score_gemma":0.0000020591863,"teacher_disagreement_score":0.98750716,"about_ca_system_score_codex":0.0004447671,"about_ca_system_score_gemma":0.00032941528,"threshold_uncertainty_score":0.9998615},"labels":[],"label_agreement":null},{"id":"W2034343256","doi":"10.2310/7070.2005.0016","title":"Preoperative Characteristics and Postoperative Outcomes Following Adenoidectomy in Children","year":2007,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Adenoidectomy; Quality of life (healthcare); Surgery; Observational study; Prospective cohort study; Endoscopy; Tonsillectomy; Internal medicine","score_opus":0.01176006469387372,"score_gpt":0.3052434278316286,"score_spread":0.2934833631377549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034343256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99708354,0.0003813263,0.0002856299,0.0015005734,0.00011123104,0.00040252254,0.0000017855965,0.000004371958,0.00022898514],"genre_scores_gemma":[0.9988685,0.000029594024,0.00051328656,0.00045003428,0.0000696709,0.0000013542202,0.0000016800641,0.0000145692065,0.000051309562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864584,0.0002455108,0.00046516748,0.000100918616,0.00026026453,0.0002823143],"domain_scores_gemma":[0.9989579,0.0004395155,0.00016655843,0.00014068084,0.00017676255,0.00011862862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016328321,0.00012861787,0.00047381822,0.0002738054,0.0000730442,0.000011693382,0.00014654819,0.00008561713,0.000042516174],"category_scores_gemma":[0.0006738205,0.00007454066,0.00007972809,0.00017903888,0.00017713172,0.00014278901,0.00008178535,0.00072518655,0.000007137465],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040858312,0.00007272146,0.98546004,0.000004568964,0.00029424278,0.0002821421,0.0017156136,4.3647853e-7,0.010306118,0.00008952848,0.000004717325,0.0013613122],"study_design_scores_gemma":[0.0023131322,0.00066490524,0.99123824,0.000026947831,0.000102002894,0.0024334113,0.00042800192,0.000016435197,0.00265615,0.000040603234,0.000015024148,0.00006513571],"about_ca_topic_score_codex":0.00003111599,"about_ca_topic_score_gemma":0.000019831985,"teacher_disagreement_score":0.0076499684,"about_ca_system_score_codex":0.00009156865,"about_ca_system_score_gemma":0.00005703292,"threshold_uncertainty_score":0.3150615},"labels":[],"label_agreement":null},{"id":"W2034352289","doi":"10.1378/chest.124.3.778","title":"Sleep-Disordered Breathing","year":2003,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Cardiology; Coronary artery disease; Scopus; Internal medicine; Sleep (system call); Sleep disordered breathing; Heart failure; MEDLINE","score_opus":0.031824455967149654,"score_gpt":0.29961701175228134,"score_spread":0.26779255578513167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034352289","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034923924,0.0022332692,0.0017705638,0.9601394,0.0020294238,0.0005095264,0.000018169749,0.00007670754,0.029730529],"genre_scores_gemma":[0.0044606086,0.0003180074,0.011244097,0.9396964,0.027678005,0.000030764175,0.00020739455,0.00047463443,0.015890094],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99666834,0.0002115674,0.00052192254,0.00041975745,0.0012724289,0.0009059566],"domain_scores_gemma":[0.9982724,0.00013431438,0.00028818092,0.00053146644,0.00044675329,0.00032684708],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005313258,0.00042014784,0.0007061719,0.0005009779,0.00026306527,0.00019814644,0.00034545606,0.00095101364,0.0027087932],"category_scores_gemma":[0.000505342,0.000352411,0.00042761103,0.00027341992,0.0001859976,0.00013763526,0.00007443866,0.009976615,0.000446598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042056236,0.00006680969,0.001615014,0.0005642752,0.0005315964,0.015579921,0.00017735513,7.4186846e-7,0.00044713513,0.000005164196,0.9592869,0.021683002],"study_design_scores_gemma":[0.0018211033,0.00017551612,0.0010613925,0.00015698187,0.00026238838,0.022006694,0.00011186325,0.000044060336,0.00035805602,0.0003304994,0.97333425,0.0003371886],"about_ca_topic_score_codex":0.000008412791,"about_ca_topic_score_gemma":5.9318415e-7,"teacher_disagreement_score":0.02564858,"about_ca_system_score_codex":0.00056480564,"about_ca_system_score_gemma":0.00019974117,"threshold_uncertainty_score":0.9998928},"labels":[],"label_agreement":null},{"id":"W2034741153","doi":"10.1002/ppul.22685","title":"Night‐to‐night consistency of at‐home nocturnal pulse oximetry testing for obstructive sleep apnea in children","year":2013,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Pulse oximetry; Polysomnography; Nocturnal; Obstructive sleep apnea; Sleep apnea; Apnea; Pediatrics; Anesthesia; Internal medicine","score_opus":0.01584147063950682,"score_gpt":0.2708121199607259,"score_spread":0.2549706493212191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034741153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941418,0.0007035902,0.00042460673,0.000698684,0.00031727387,0.0022790062,0.00006712395,0.00005449844,0.0013134142],"genre_scores_gemma":[0.98722154,0.000011258776,0.011481252,0.0001247377,0.000615986,0.00031545662,0.000041527543,0.000058863385,0.0001293772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968909,0.00013713699,0.00085902796,0.00072177756,0.00039311277,0.000998037],"domain_scores_gemma":[0.9971787,0.00092059985,0.00030089542,0.00052869966,0.00068723294,0.00038391628],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034447014,0.00033211528,0.00084737747,0.0013561506,0.0001212716,0.000016155664,0.00037303817,0.0003441926,0.0004266899],"category_scores_gemma":[0.0025067346,0.00029963965,0.00016922825,0.0014765856,0.00025096146,0.00016166804,0.00032432278,0.0005775859,0.0002104905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002535453,0.00021353904,0.9660383,0.00010084172,0.0001254347,0.000024502226,0.00015670994,0.000012184767,0.0090893945,0.00014559786,0.00008302785,0.023756955],"study_design_scores_gemma":[0.0027905458,0.0007879174,0.9906557,0.0000067926917,0.00016587686,0.00042993258,0.00010345414,0.0011942757,0.002087126,0.0014760294,0.000021199785,0.00028115683],"about_ca_topic_score_codex":0.00039009226,"about_ca_topic_score_gemma":0.000018983112,"teacher_disagreement_score":0.024617424,"about_ca_system_score_codex":0.00037793184,"about_ca_system_score_gemma":0.00010346928,"threshold_uncertainty_score":0.9999456},"labels":[],"label_agreement":null},{"id":"W2034881663","doi":"10.2310/7070.2003.11420","title":"American Society of Anesthesiology Classification May Predict Severe Post-Tonsillectomy Haemorrhage in Children","year":2003,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Tonsillectomy; Adenoidectomy; Obstructive sleep apnea; Exact test; Anesthesiology; Incidence (geometry); Mann–Whitney U test; Odds ratio; Retrospective cohort study; Surgery; Anesthesia; Internal medicine","score_opus":0.018404181848788413,"score_gpt":0.28864987811732495,"score_spread":0.27024569626853656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034881663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996488,0.00028477414,0.00013891478,0.0019550598,0.00004680547,0.0003908879,0.000003705205,0.000006608159,0.0006852673],"genre_scores_gemma":[0.99761957,0.00013309812,0.0016706104,0.00043067534,0.000060933176,0.0000038933626,0.0000050391477,0.000019706193,0.00005649272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778515,0.00090981054,0.0005624786,0.00013695747,0.00029323122,0.00031239667],"domain_scores_gemma":[0.9982442,0.00042731728,0.00052926457,0.00032198758,0.00037670328,0.00010048011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013111219,0.00013588674,0.0005640696,0.00023440167,0.000049657767,0.0000030343504,0.00026543357,0.00012289188,0.0001439481],"category_scores_gemma":[0.00051876274,0.000088319386,0.00017303882,0.0004815084,0.0007671093,0.00007479236,0.000036721685,0.0007544042,0.000009239597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000625495,0.00020640454,0.9552625,0.00002471485,0.00021844165,0.000035271903,0.0005362125,0.000013862867,0.04018937,0.0002628282,0.0001612069,0.002463697],"study_design_scores_gemma":[0.0018477001,0.0015859761,0.98037696,0.00001869012,0.00010508415,0.01150511,0.0009162403,0.00015862775,0.0031319582,0.00010041878,0.00018465646,0.00006856711],"about_ca_topic_score_codex":0.00008252482,"about_ca_topic_score_gemma":0.000008890882,"teacher_disagreement_score":0.037057415,"about_ca_system_score_codex":0.00012016272,"about_ca_system_score_gemma":0.00020360647,"threshold_uncertainty_score":0.360156},"labels":[],"label_agreement":null},{"id":"W2034961610","doi":"10.1038/oby.2010.116","title":"Vascular Dysfunction in Obstructive Sleep Apnea and Type 2 Diabetes Mellitus","year":2010,"lang":"en","type":"article","venue":"Obesity","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Medicine; Brachial artery; Internal medicine; Obstructive sleep apnea; Diabetes mellitus; Cardiology; Type 2 diabetes; Type 2 Diabetes Mellitus; Endothelial dysfunction; Subclinical infection; Microcirculation; Sleep apnea; Endocrinology; Blood pressure","score_opus":0.009097447963566312,"score_gpt":0.24935523889126085,"score_spread":0.24025779092769453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034961610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997032,0.00038010505,0.00005379387,0.0001375275,0.0004283348,0.0003247797,0.0000028920167,0.000039722283,0.0016008541],"genre_scores_gemma":[0.9987945,0.000026049614,0.00090076576,0.000042586882,0.00013776786,0.00001061711,0.000012518417,0.0000175743,0.00005764985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988915,0.00005666827,0.0001384565,0.00032841656,0.00028180497,0.00030319233],"domain_scores_gemma":[0.9992563,0.00007560512,0.000031717824,0.00031680084,0.0001598096,0.00015974292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030673042,0.00012837563,0.00023964385,0.00015186444,0.000069413385,0.000020274812,0.000066634086,0.00014568112,0.00026305608],"category_scores_gemma":[0.0003580795,0.000116487565,0.00004529349,0.00032075305,0.0001800423,0.00012838798,0.00008235116,0.0005688699,0.0000832128],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060174647,0.00011357034,0.895694,0.000058086403,0.000058614347,0.000017613134,0.0001375721,8.439511e-7,0.053179372,0.00047078292,0.000010172011,0.050199207],"study_design_scores_gemma":[0.0010941997,0.00012500188,0.97953445,0.000008521939,0.00004212973,0.000009041426,0.00008637075,0.0011967706,0.016168023,0.0007079886,0.0009151525,0.00011235423],"about_ca_topic_score_codex":0.00008339645,"about_ca_topic_score_gemma":0.00010566262,"teacher_disagreement_score":0.08384045,"about_ca_system_score_codex":0.00006457202,"about_ca_system_score_gemma":0.00001843557,"threshold_uncertainty_score":0.47502252},"labels":[],"label_agreement":null},{"id":"W2035023420","doi":"10.1007/s11325-012-0799-7","title":"CBCT assessment of upper airway changes and treatment outcomes of obstructive sleep apnoea: a systematic review","year":2013,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Airway; Cone beam computed tomography; Otorhinolaryngology; Oral appliance; Dentistry; Computed tomography; Obstructive sleep apnea; Surgery; Anesthesia","score_opus":0.044850242558846634,"score_gpt":0.36529671494482696,"score_spread":0.32044647238598034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035023420","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006570188,0.9911307,0.000027436785,0.00013435174,0.00012201353,0.0072054663,0.00010471749,0.000027359618,0.000590904],"genre_scores_gemma":[0.0009415667,0.99625266,0.0014806001,0.000037781414,0.000060241375,0.0008700231,0.00006172703,0.000080281316,0.00021511747],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99635404,0.00047235325,0.0013177027,0.0006919795,0.00072546385,0.0004384792],"domain_scores_gemma":[0.9968658,0.00068921724,0.0010849026,0.00078665605,0.00031310006,0.00026029948],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00064553943,0.0007639113,0.007005761,0.00047197216,0.000088074084,0.000032843833,0.0001908585,0.00029941773,0.00008656269],"category_scores_gemma":[0.00027430238,0.0004486008,0.00061709434,0.00033033072,0.00027023393,0.00012371315,0.00023563148,0.00040564378,0.000006539671],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003039112,0.0001091998,0.00063680223,0.57177633,0.0026585378,0.000020256188,0.00017644602,1.4047455e-8,0.0000041251246,0.00015332003,0.0000016977801,0.42446023],"study_design_scores_gemma":[0.0021430443,0.0015925795,0.0014325264,0.94591236,0.040700424,0.0010587386,0.0006969931,0.00013786908,0.000036600246,0.000032670698,0.0053858766,0.0008703377],"about_ca_topic_score_codex":0.0001374894,"about_ca_topic_score_gemma":0.000006363506,"teacher_disagreement_score":0.4235899,"about_ca_system_score_codex":0.00037496362,"about_ca_system_score_gemma":0.00008570372,"threshold_uncertainty_score":0.99979657},"labels":[],"label_agreement":null},{"id":"W2035061287","doi":"10.1007/bf03018137","title":"Management of sleep apnea in adults","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Sleep apnea; Medicine; Perioperative; Intensive care medicine; Anesthetic; Sleep (system call); Population; Obstructive sleep apnea; Sleep apnea syndromes; Breathing; Apnea; Anesthesia; Polysomnography","score_opus":0.014283720416254548,"score_gpt":0.23516668597680696,"score_spread":0.2208829655605524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035061287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98833656,0.0023804288,0.000015036253,0.0043652835,0.00021071115,0.00030072228,0.0000038410126,0.0000049328883,0.0043825],"genre_scores_gemma":[0.99800235,0.00014863652,0.000989432,0.000049714894,0.00030279742,0.0000032289174,0.000002071652,0.000059943544,0.0004418064],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99630195,0.00015214956,0.0012630346,0.00025704992,0.0009184088,0.0011073997],"domain_scores_gemma":[0.9953063,0.000059559934,0.0006192839,0.00035975504,0.00084274745,0.0028123248],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001150657,0.0003225886,0.0008201225,0.0020590357,0.00016734873,0.000070427835,0.000625855,0.00019566709,0.001181358],"category_scores_gemma":[0.00012841525,0.00029574227,0.00034492294,0.001071562,0.0003323519,0.0003481459,0.000013809675,0.0011628033,0.000034322853],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031165502,0.0001233671,0.039140858,0.00026194935,0.00024669434,0.9125963,0.0015509969,0.00010620141,0.000025739077,0.00045215245,0.00061905215,0.04456504],"study_design_scores_gemma":[0.003546676,0.0013928482,0.06495342,0.0008931272,0.00014395188,0.9234253,0.0020773334,0.0004821183,0.00013001947,0.0001373812,0.0025423884,0.00027542232],"about_ca_topic_score_codex":0.0036698056,"about_ca_topic_score_gemma":0.0049657295,"teacher_disagreement_score":0.04428962,"about_ca_system_score_codex":0.001275726,"about_ca_system_score_gemma":0.0005475993,"threshold_uncertainty_score":0.99994946},"labels":[],"label_agreement":null},{"id":"W2035288979","doi":"10.5664/jcsm.4358","title":"Diagnostic Capability of Biological Markers in Assessment of Obstructive Sleep Apnea: A Systematic Review and Meta-Analysis","year":2015,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute","keywords":"Medicine; Obstructive sleep apnea; Meta-analysis; Polysomnography; Sleep apnea; Sleep (system call); MEDLINE; Intensive care medicine; Apnea; Internal medicine","score_opus":0.256744955480723,"score_gpt":0.5174058167161387,"score_spread":0.2606608612354157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035288979","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042926802,0.9939065,0.0002071205,0.000680787,0.00020936629,0.0042894217,0.00008046435,0.000005610287,0.00019148702],"genre_scores_gemma":[0.009075748,0.98897153,0.0014141824,0.00013709396,0.00019768467,0.000117389936,0.000031663578,0.000041110463,0.000013618221],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.97543526,0.006948321,0.0139778545,0.0007516172,0.002429383,0.00045756152],"domain_scores_gemma":[0.9586226,0.02568088,0.010737938,0.001221062,0.0028055245,0.00093205017],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.033382192,0.0007718197,0.042949248,0.0012809995,0.000022300048,0.00000663124,0.0007445835,0.0007436369,0.00064537354],"category_scores_gemma":[0.09761256,0.0003764762,0.0059928927,0.0025834367,0.0018473435,0.0001099263,0.00028899786,0.0027430754,0.0000021847916],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015337503,0.00091323635,0.005838594,0.7314938,0.22527198,0.00031785696,0.00003797878,0.000001772301,2.2552655e-7,0.00004351808,0.00004389188,0.0358838],"study_design_scores_gemma":[0.0022707488,0.0035243114,0.008963396,0.06394818,0.91945213,0.00036773356,0.00016391145,0.000055424232,1.4117008e-7,0.00011016961,0.00088059553,0.00026327977],"about_ca_topic_score_codex":0.000039940744,"about_ca_topic_score_gemma":0.000009308508,"teacher_disagreement_score":0.69418013,"about_ca_system_score_codex":0.00038171627,"about_ca_system_score_gemma":0.00050104526,"threshold_uncertainty_score":0.9998687},"labels":[],"label_agreement":null},{"id":"W2035557978","doi":"10.1136/bmj.320.7233.479","title":"Obstructive sleep apnoea syndrome as a risk factor for hypertension: population study","year":2000,"lang":"en","type":"letter","venue":"BMJ","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1025,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polysomnography; Blood pressure; Risk factor; Body mass index; Odds ratio; Morning; Population; Logistic regression; Evening; Internal medicine; Sleep (system call); Cardiology; Apnea","score_opus":0.040077670727965704,"score_gpt":0.33128549534563834,"score_spread":0.29120782461767264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035557978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.839393,0.0002133087,0.00005811224,0.14020915,0.0014825662,0.015746808,0.001246923,0.0002474469,0.0014026787],"genre_scores_gemma":[0.91010684,0.000017748538,0.0018177667,0.06970114,0.008812809,0.0016042618,0.0015126212,0.00043732228,0.0059894966],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9953926,0.0003560036,0.0007506213,0.0011648671,0.0015303869,0.0008055218],"domain_scores_gemma":[0.9972126,0.0005184691,0.00038801038,0.0012011722,0.00048008628,0.00019966254],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029727627,0.0006198768,0.0012546664,0.00056773634,0.00024352297,0.00006558158,0.00030417307,0.0009768688,0.0018085615],"category_scores_gemma":[0.0008766579,0.00053023704,0.00044744433,0.0003577099,0.000108718996,0.00014229598,0.000109167246,0.0023576969,0.0005459903],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044745035,0.0015969019,0.105842255,0.0015406628,0.008496196,0.028099239,0.0019092034,0.0000256549,0.00018012013,0.00001610014,0.4236756,0.42414358],"study_design_scores_gemma":[0.007134859,0.0037941288,0.81868404,0.00018982506,0.0017031283,0.0036161488,0.00045623313,0.000480837,0.00003545117,0.00060993613,0.16224317,0.0010522094],"about_ca_topic_score_codex":0.0005567765,"about_ca_topic_score_gemma":0.000017085582,"teacher_disagreement_score":0.7128418,"about_ca_system_score_codex":0.0004874659,"about_ca_system_score_gemma":0.00008247027,"threshold_uncertainty_score":0.9999439},"labels":[],"label_agreement":null},{"id":"W2035854037","doi":"10.1016/j.resp.2013.09.003","title":"Normal hypercapnic cerebrovascular conductance in obstructive sleep apnea","year":2013,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Hypercapnia; Obstructive sleep apnea; Medicine; Cardiology; Cerebral blood flow; Hypoxia (environmental); Blood pressure; Middle cerebral artery; Internal medicine; Transcranial Doppler; Anesthesia; Stroke (engine); Ischemia; Respiratory system; Oxygen","score_opus":0.021006658546103188,"score_gpt":0.2703302051043254,"score_spread":0.24932354655822225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035854037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99546295,0.00032204977,0.000013336029,0.00035068652,0.00051219575,0.0011617077,0.000011780015,0.000106996136,0.0020582823],"genre_scores_gemma":[0.99587256,0.000014502845,0.00020756527,0.0031458996,0.00029645473,0.0002968839,0.00003285157,0.00006745797,0.00006583597],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9960688,0.0008596165,0.00062486687,0.0011210452,0.00019267073,0.0011330477],"domain_scores_gemma":[0.99796677,0.0003203236,0.00015827014,0.0009687597,0.00031891672,0.00026695983],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002322864,0.00043099414,0.00095380255,0.00044386633,0.0001125418,0.000012999586,0.00041988151,0.0004666608,0.0015155335],"category_scores_gemma":[0.0003197614,0.0003829678,0.00024505777,0.0005828178,0.0011658869,0.0002668447,0.0002946948,0.0011989312,0.001605271],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018818947,0.00018892201,0.0566376,0.00005723962,0.00014323102,0.00004477063,0.0000654234,0.00003347422,0.9387819,0.0005569474,0.00012674088,0.0031755331],"study_design_scores_gemma":[0.0030909267,0.0010823283,0.9494202,0.000013178147,0.000041538446,0.00015688303,0.00014182754,0.00024612376,0.041382086,0.00058520987,0.0034690832,0.00037057625],"about_ca_topic_score_codex":0.00007242758,"about_ca_topic_score_gemma":0.000013193032,"teacher_disagreement_score":0.89739984,"about_ca_system_score_codex":0.00017429152,"about_ca_system_score_gemma":0.000096690346,"threshold_uncertainty_score":0.9998622},"labels":[],"label_agreement":null},{"id":"W2035872","doi":"10.1093/sleep/27.2.249","title":"Auto-Titrating Versus Standard Continuous Positive Airway Pressure for the Treatment of Obstructive Sleep Apnea: Results of a Meta-analysis","year":2004,"lang":"en","type":"review","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":254,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Continuous positive airway pressure; Medicine; Obstructive sleep apnea; Anesthesia; Epworth Sleepiness Scale; Randomized controlled trial; Sleep apnea; Apnea; Confidence interval; Polysomnography; Positive pressure; Airway; Positive airway pressure; Apnea–hypopnea index; Internal medicine","score_opus":0.07755428186017915,"score_gpt":0.3756642012366411,"score_spread":0.298109919376462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035872","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000028446595,0.97794867,0.0019053415,0.00011828734,0.00031012137,0.007472169,0.011109348,0.000040225743,0.0010673966],"genre_scores_gemma":[0.016638111,0.9682363,0.008296876,0.000011153508,0.00052582595,0.0029330244,0.001957539,0.0003199366,0.0010812306],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99445915,0.00049218524,0.0019212936,0.0011033696,0.0013304271,0.00069358957],"domain_scores_gemma":[0.9916563,0.0030941872,0.0019271821,0.0015676882,0.0015417784,0.00021287065],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007961504,0.00092720526,0.008203752,0.00065531384,0.00019221785,0.00003777796,0.0005102718,0.00048345307,0.00017838148],"category_scores_gemma":[0.0008542754,0.00052757235,0.008116432,0.0015723726,0.0006041943,0.0000898466,0.000105872154,0.0004833226,0.0000062426793],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042865756,0.0004387478,0.000003743637,0.0054309815,0.5181036,0.000030213401,0.0010565565,0.00020677892,0.000005067388,0.00039174006,0.000008364457,0.47003764],"study_design_scores_gemma":[0.0084625175,0.0067522917,0.00002193376,0.00047053062,0.8842634,0.00001526943,0.0005425702,0.00039640412,0.000566414,0.00003741732,0.09805101,0.0004202608],"about_ca_topic_score_codex":0.00030567264,"about_ca_topic_score_gemma":0.00009321845,"teacher_disagreement_score":0.4696174,"about_ca_system_score_codex":0.0007910807,"about_ca_system_score_gemma":0.00036475906,"threshold_uncertainty_score":0.9997176},"labels":[],"label_agreement":null},{"id":"W2036224902","doi":"10.1016/j.jjcc.2013.08.009","title":"Sleep apnea and cardiovascular risk","year":2013,"lang":"en","type":"review","venue":"Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital; University Health Network","funders":"","keywords":"Medicine; Cardiology; Sleep apnea; Internal medicine; Sleep (system call)","score_opus":0.045265334409559384,"score_gpt":0.34043951413372586,"score_spread":0.2951741797241665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036224902","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009798453,0.9947883,0.0015156108,0.000025862359,0.00072435976,0.0006468465,0.00001670879,0.000008843562,0.002175506],"genre_scores_gemma":[0.00032526135,0.99594134,0.0007393806,0.000010493475,0.0028419362,0.000020924475,0.00000630192,0.00006687498,0.000047500784],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99645644,0.0012149656,0.0009858835,0.00033192267,0.0006014852,0.0004092753],"domain_scores_gemma":[0.9973105,0.00041982796,0.0006714385,0.00062467234,0.0005991386,0.00037439723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017787806,0.000381431,0.0058881235,0.000613154,0.000055533423,0.000023788254,0.00025376823,0.00061612314,0.00005746778],"category_scores_gemma":[0.000936459,0.00024517428,0.0033446825,0.00022708773,0.00030726005,0.000080606915,0.00016937523,0.0020097985,0.000090569425],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020728125,0.0000071242825,0.0003525218,0.0035135301,0.013549059,0.00083865365,0.000009088577,0.0000042722554,8.195471e-7,0.000012180466,0.0005222425,0.98116976],"study_design_scores_gemma":[0.00081841607,0.00044965852,0.00025590803,0.00068339723,0.011447855,0.026245033,0.000029336426,0.00000615922,7.194222e-7,0.000041364765,0.9598468,0.00017535641],"about_ca_topic_score_codex":0.000005688716,"about_ca_topic_score_gemma":7.301795e-8,"teacher_disagreement_score":0.9809944,"about_ca_system_score_codex":0.00015651721,"about_ca_system_score_gemma":0.0001429937,"threshold_uncertainty_score":0.99979174},"labels":[],"label_agreement":null},{"id":"W2036441601","doi":"10.1097/00000542-200404000-00009","title":"Recurrent Hypoxemia in Young Children with Obstructive Sleep Apnea Is Associated with Reduced Opioid Requirement for Analgesia","year":2004,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":204,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Opioid; Anesthesia; Hypoxemia; Obstructive sleep apnea; Morphine; Apnea; Bradycardia; Internal medicine; Receptor; Heart rate","score_opus":0.019285299070161032,"score_gpt":0.2828652284572682,"score_spread":0.26357992938710717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036441601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99662715,0.0001796551,0.00016717268,0.0006655798,0.000059257378,0.001993653,0.000018929997,0.00006507721,0.00022351663],"genre_scores_gemma":[0.9963102,0.000015050532,0.0026937255,0.0002583651,0.00009507125,0.0003193957,0.00020744953,0.00006676457,0.00003399819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974735,0.00012796598,0.00040025992,0.00077731995,0.00040982943,0.00081114314],"domain_scores_gemma":[0.9986651,0.00012716975,0.00020856166,0.0004608031,0.00033929705,0.00019908354],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033021174,0.00034885918,0.0006966075,0.00032228942,0.00011766242,0.000015916197,0.00021959725,0.0002526555,0.000042615986],"category_scores_gemma":[0.00023037916,0.0002565682,0.00009092955,0.0005808394,0.00038137008,0.00011084098,0.000044201355,0.00043528416,0.0000146244165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041389344,0.0005546205,0.976892,0.0000420442,0.00073045,0.00023861771,0.001584526,0.000047986534,0.0042886916,0.0007473745,0.00003464534,0.010700093],"study_design_scores_gemma":[0.008332411,0.0053966106,0.97462773,0.00012242145,0.00016950173,0.00056193,0.0003487534,0.00006302814,0.009099142,0.0009392494,0.000024082543,0.00031516337],"about_ca_topic_score_codex":0.00025587258,"about_ca_topic_score_gemma":0.00028352469,"teacher_disagreement_score":0.010384929,"about_ca_system_score_codex":0.0007273039,"about_ca_system_score_gemma":0.00018175805,"threshold_uncertainty_score":0.9999887},"labels":[],"label_agreement":null},{"id":"W2036469516","doi":"10.1007/s11325-014-1074-x","title":"Predictors of successful completion of diagnostic home sleep testing in patients with chronic kidney disease","year":2014,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; Alberta Kidney Disease Network; University of Calgary","funders":"","keywords":"Medicine; Kidney disease; Obstructive sleep apnea; Nephrology; Sleep apnea; Neurology; Internal medicine; Population; Disease; Dialysis; Diabetes mellitus; Physical therapy; Sleep medicine; Medical history; Sleep disorder; Intensive care medicine; Insomnia; Psychiatry","score_opus":0.008407439538064448,"score_gpt":0.2331088791737896,"score_spread":0.22470143963572517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036469516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99861145,0.000109066954,0.00042149547,0.000079343736,0.00006782557,0.00045493533,0.000033953955,0.0000208209,0.00020112337],"genre_scores_gemma":[0.9994337,0.000004361304,0.00036013612,0.000025780942,0.00007384926,0.000012940938,0.00006482564,0.000021645452,0.0000027679216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998607,0.000084144245,0.00030586458,0.00026157257,0.00047870542,0.00026275593],"domain_scores_gemma":[0.9985764,0.000556308,0.00014044576,0.0002228824,0.00022742782,0.00027651576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026623037,0.00014143916,0.0003384229,0.00021957676,0.00004914432,0.000010553598,0.0000824935,0.000046708137,0.000024220466],"category_scores_gemma":[0.0020215507,0.0001119545,0.00003255511,0.00032032808,0.0001973162,0.00014295413,0.00007887102,0.00018345866,0.0000012834746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025946693,0.00023600731,0.979653,0.00064141763,0.00005705444,0.000009348255,0.00018236384,0.000063599684,0.00039606795,0.00005820679,0.0000019427957,0.018441545],"study_design_scores_gemma":[0.004325674,0.0007906103,0.9848226,0.00076102454,0.0001236897,0.000002819877,0.000025661127,0.0086841835,0.00030230667,0.00004587947,0.000011938567,0.00010366361],"about_ca_topic_score_codex":0.00021166008,"about_ca_topic_score_gemma":0.000012374632,"teacher_disagreement_score":0.018337881,"about_ca_system_score_codex":0.00009630422,"about_ca_system_score_gemma":0.000041646254,"threshold_uncertainty_score":0.4565372},"labels":[],"label_agreement":null},{"id":"W2037397419","doi":"10.2319/010908-12.1","title":"Stability of Maxillary Expansion and Tongue Posture","year":2008,"lang":"en","type":"article","venue":"The Angle Orthodontist","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tongue; Medicine; Radiography; Orthodontics; Dentistry; Cephalometry; Significant difference; Surgery","score_opus":0.04354007210473908,"score_gpt":0.29375598415656307,"score_spread":0.250215912051824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037397419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99506867,0.0011422548,0.00013755423,0.00074295927,0.000055581324,0.00034816502,0.000016416618,0.000023567989,0.0024648253],"genre_scores_gemma":[0.99828565,0.00013791355,0.001188543,0.0000743301,0.000055117,0.0000054338384,0.000011085983,0.000014456186,0.00022748615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904644,0.000119269906,0.00016537184,0.00018612955,0.00030866324,0.00017412115],"domain_scores_gemma":[0.9991405,0.00011456828,0.000048630576,0.00045855308,0.00015204746,0.00008569489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003371035,0.000093481576,0.00022484378,0.000039254086,0.00011969993,0.0000044674,0.000085122425,0.00005719898,0.000136531],"category_scores_gemma":[0.00020609544,0.00005924788,0.00005937617,0.00017191125,0.00046220951,0.00005458322,0.00011237674,0.00018066386,0.0000075697435],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036100327,0.00013008196,0.8406243,0.00010733781,0.000057057285,0.00021811698,0.0009961174,1.9165472e-7,0.14084636,0.0002529533,0.00024442057,0.016162088],"study_design_scores_gemma":[0.00060360663,0.00020719995,0.95931673,0.000016484062,0.000031506148,0.00070430647,0.00033332335,0.000035306475,0.03792623,0.0000387613,0.0007241705,0.000062375344],"about_ca_topic_score_codex":0.00018990305,"about_ca_topic_score_gemma":0.000052465497,"teacher_disagreement_score":0.11869245,"about_ca_system_score_codex":0.00002617851,"about_ca_system_score_gemma":0.000031627755,"threshold_uncertainty_score":0.24160583},"labels":[],"label_agreement":null},{"id":"W2037400997","doi":"10.1097/ajp.0b013e3181668aad","title":"Ketamine Does Not Reduce Postoperative Morphine Consumption After Tonsillectomy in Children","year":2008,"lang":"en","type":"article","venue":"Clinical Journal of Pain","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Tonsillectomy; Medicine; Morphine; Ketamine; Anesthesia; Adenoidectomy; Postoperative pain; Adverse effect; Randomized controlled trial; Surgery; Internal medicine","score_opus":0.052834349273631835,"score_gpt":0.3828735776644552,"score_spread":0.33003922839082334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037400997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939606,0.00035174453,0.00024023105,0.0048763785,0.00018359201,0.00031777317,0.000008245223,0.000008383267,0.00005300881],"genre_scores_gemma":[0.995277,0.00036968946,0.0020698456,0.0014651492,0.0005296712,0.000005362602,0.0000046446007,0.000019655254,0.00025900934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968701,0.00094126206,0.001157305,0.00022977592,0.00053402287,0.00026754948],"domain_scores_gemma":[0.99773675,0.0010501015,0.0002607814,0.00021765797,0.00042980682,0.00030492665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033864104,0.00015000366,0.00061839906,0.0002787301,0.00004367048,0.000010644337,0.00014065603,0.00014912893,0.00060358696],"category_scores_gemma":[0.0045244545,0.00009516807,0.00025097132,0.00020879538,0.00048491074,0.00014334643,0.000055923065,0.0011073052,0.00005391295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002249138,0.0005607173,0.9793862,0.000011161806,0.00017268547,0.0010541372,0.00016630739,0.0000023554192,0.00635982,0.0000058984306,0.00037356536,0.009658008],"study_design_scores_gemma":[0.005250181,0.001253748,0.98795515,0.00011808382,0.000046158162,0.0013125369,0.000046808473,0.00014453138,0.0035793798,0.000032578966,0.00015449747,0.00010634243],"about_ca_topic_score_codex":0.000010565055,"about_ca_topic_score_gemma":0.000008782388,"teacher_disagreement_score":0.009551666,"about_ca_system_score_codex":0.00012566193,"about_ca_system_score_gemma":0.00013898252,"threshold_uncertainty_score":0.6608854},"labels":[],"label_agreement":null},{"id":"W2037509146","doi":"10.1097/hpc.0b013e31818ae644","title":"Sleep Apnea Syndrome","year":2008,"lang":"en","type":"review","venue":"Critical Pathways in Cardiology A Journal of Evidence-Based Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Coronary artery disease; Sleep apnea; Cardiology; Internal medicine; Risk factor; Apnea; Central sleep apnea; Polysomnography","score_opus":0.2765558580444773,"score_gpt":0.4377583139668725,"score_spread":0.16120245592239518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037509146","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001181055,0.990321,0.002707787,0.0029418317,0.0020870527,0.0010588891,0.000025094714,0.00003222444,0.0007080126],"genre_scores_gemma":[0.01706364,0.97829974,0.0009816468,0.000546148,0.0028575154,0.0000836167,0.00002417119,0.00012767821,0.000015851765],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98968923,0.002621301,0.003600233,0.00087415683,0.0019509215,0.0012641577],"domain_scores_gemma":[0.97895527,0.016327953,0.00078926724,0.0010811159,0.0016482488,0.0011981457],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0042431867,0.00096003804,0.009787734,0.0026909579,0.00012491834,0.000013672211,0.0009605288,0.0013917369,0.00032301896],"category_scores_gemma":[0.053743638,0.00057615194,0.002048675,0.0015121526,0.0043047387,0.00028596545,0.00017736603,0.0055037607,0.00010229389],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006839547,0.00028646897,0.00092273677,0.030284181,0.0009945496,0.16474175,0.000076508564,0.000013295694,0.000039175,0.00045623427,0.0013358907,0.80016524],"study_design_scores_gemma":[0.006060978,0.012621796,0.0008947153,0.21119942,0.0062884768,0.284864,0.00018938878,0.00008546821,0.000012185477,0.00065244536,0.47610557,0.0010255452],"about_ca_topic_score_codex":0.000008411962,"about_ca_topic_score_gemma":7.430736e-7,"teacher_disagreement_score":0.7991397,"about_ca_system_score_codex":0.0012721166,"about_ca_system_score_gemma":0.0018371196,"threshold_uncertainty_score":0.9999047},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2037568914","doi":"10.1097/01.jom.0000236404.96857.a2","title":"Sleep Apnea and Commercial Motor Vehicle Operators:","year":2006,"lang":"en","type":"review","venue":"Journal of Occupational and Environmental Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"George (robot); Freedman; Psychology; Philosophy; Computer science; Artificial intelligence; Law","score_opus":0.04732291170101422,"score_gpt":0.35239807825605163,"score_spread":0.3050751665550374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037568914","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017410189,0.9814505,0.000046433925,0.0002473582,0.00020589377,0.00039587854,0.00009499527,0.0000039880033,0.00014478822],"genre_scores_gemma":[0.017642627,0.9795723,0.00032005063,0.00015902842,0.0019122387,0.000010524505,0.00019811369,0.000042484367,0.00014263426],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978217,0.000103329214,0.0008471269,0.00022596586,0.0008000099,0.00020186594],"domain_scores_gemma":[0.9988634,0.00021114438,0.00042610927,0.00013035099,0.00003478714,0.00033419667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003584857,0.00030869283,0.0013706834,0.00032482,0.00009693762,0.000013855312,0.000099911864,0.0001827262,0.00029064552],"category_scores_gemma":[0.00008798033,0.00019709993,0.00016744903,0.000105465624,0.00054520695,0.00012048716,0.00009734992,0.00062473683,0.000009445566],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026895746,0.0001848242,0.009674261,0.0019842235,0.00027936496,0.00017256677,0.00004752767,2.53793e-7,0.0001000001,0.000018814444,0.0005084047,0.9867608],"study_design_scores_gemma":[0.004130965,0.0024071333,0.130987,0.0034740402,0.002102667,0.0040939865,0.00015667724,0.0001299029,0.000006929556,0.000023463544,0.85215557,0.0003316645],"about_ca_topic_score_codex":0.000013183103,"about_ca_topic_score_gemma":7.821423e-7,"teacher_disagreement_score":0.98642915,"about_ca_system_score_codex":0.00021199125,"about_ca_system_score_gemma":0.000041183892,"threshold_uncertainty_score":0.80375016},"labels":[],"label_agreement":null},{"id":"W2037718907","doi":"10.1016/j.ajodo.2004.03.040","title":"The interaction between changes in upright mandibular position and supine airway size in patients with obstructive sleep apnea","year":2005,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Supine position; Medicine; Oral appliance; Obstructive sleep apnea; Airway; Cephalometry; Mandible (arthropod mouthpart); Orthodontics; Apnea; Dentistry; Anesthesia","score_opus":0.007748236639791435,"score_gpt":0.2694793730070368,"score_spread":0.2617311363672453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037718907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996941,0.00018552119,0.00068503903,0.0017122234,0.000090216075,0.00029488688,0.000010007377,0.0000041884396,0.00007692429],"genre_scores_gemma":[0.9969572,0.00033846885,0.0023232326,0.00009042596,0.00024527652,0.0000034164054,0.00000678174,0.000021218855,0.000014021626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830705,0.00015822017,0.00046873407,0.0001940003,0.00056953914,0.00030243676],"domain_scores_gemma":[0.9986584,0.00027435142,0.00039873217,0.00012144102,0.00033480942,0.00021222068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056048593,0.00017702159,0.0004642228,0.0002929357,0.00010452674,0.0000599387,0.000075379154,0.000055876768,0.000008580213],"category_scores_gemma":[0.00023189725,0.00011655637,0.000045869587,0.00040831292,0.00039916462,0.00024183084,0.00006064975,0.00054098933,6.4242283e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010220846,0.00007225773,0.7549784,0.0000097472985,0.000078638695,0.000041115753,0.00042571776,0.0000083169025,0.000026913816,0.000025083173,0.0000012589253,0.24331042],"study_design_scores_gemma":[0.003062222,0.0021268432,0.9924745,0.00006973672,0.00011466123,0.00007851428,0.0007489543,0.00017917615,0.00011218629,0.000015674901,0.00089067535,0.0001268405],"about_ca_topic_score_codex":0.00005231014,"about_ca_topic_score_gemma":0.0003941547,"teacher_disagreement_score":0.24318358,"about_ca_system_score_codex":0.0001536901,"about_ca_system_score_gemma":0.00003661641,"threshold_uncertainty_score":0.47530308},"labels":[],"label_agreement":null},{"id":"W2037980748","doi":"10.1007/s11325-010-0442-4","title":"Socio-demographic characteristics, health behaviour, co-morbidity and accidents in snorers: a population survey","year":2010,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Population; Cross-sectional study; Demography; Otorhinolaryngology; Insomnia; Alcohol consumption; Public health; Environmental health; Psychiatry; Alcohol","score_opus":0.027453374233611043,"score_gpt":0.3414202793696854,"score_spread":0.31396690513607434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037980748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99877316,0.00009550913,0.000028444507,0.0004307831,0.00018046344,0.00037927393,0.000043201017,0.000031238535,0.000037934078],"genre_scores_gemma":[0.9991164,0.000072137846,0.00029912835,0.000114525625,0.0001015036,0.000008468805,0.00025768345,0.000020871581,0.000009247095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858797,0.00015295937,0.00028668778,0.00033883762,0.00029454398,0.00033902706],"domain_scores_gemma":[0.9992938,0.0000982797,0.00010182689,0.00018793678,0.00007470007,0.00024346792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013170025,0.00014468604,0.00032351844,0.0002586535,0.00020095291,0.000069779824,0.000058618407,0.00013443349,0.000030365654],"category_scores_gemma":[0.00025703615,0.00013560662,0.00003405649,0.00017491335,0.00011735174,0.00018471447,0.00006629564,0.0006509135,0.0000031595114],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063592764,0.00008422024,0.9545326,0.00005742376,0.000020075408,0.000034846198,0.00044848176,1.7360902e-8,0.00061722175,0.000026448512,0.0000059885538,0.044109073],"study_design_scores_gemma":[0.0011716017,0.00009543971,0.99791414,0.00004687899,0.00001888907,0.00008476029,0.00017640447,0.0002670982,0.000046218487,0.00006269576,0.0000073473175,0.000108556924],"about_ca_topic_score_codex":0.009830343,"about_ca_topic_score_gemma":0.0027290098,"teacher_disagreement_score":0.044000514,"about_ca_system_score_codex":0.00006339788,"about_ca_system_score_gemma":0.00001847578,"threshold_uncertainty_score":0.9967633},"labels":[],"label_agreement":null},{"id":"W2038472258","doi":"10.1183/20734735.011311","title":"Comorbidity and healthcare costs in patients with obstructive sleep apnoea","year":2011,"lang":"en","type":"article","venue":"Breathe","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Continuous positive airway pressure; Comorbidity; Observational study; Intensive care medicine; Health care; Obstructive sleep apnea; Population; Clinical trial; Emergency medicine; Internal medicine; Environmental health","score_opus":0.025955798652021883,"score_gpt":0.27023156126348197,"score_spread":0.24427576261146008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038472258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947499,0.00006985391,0.00002047031,0.000175891,0.000049709408,0.00071753806,0.00002836231,0.000028775692,0.0041595176],"genre_scores_gemma":[0.9989163,0.000005663034,0.000859169,0.000090583955,0.000026229647,0.00002658126,0.000018208433,0.000024612746,0.000032642227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888414,0.00007511338,0.00013901161,0.0002937572,0.00031048674,0.00029746292],"domain_scores_gemma":[0.9992555,0.00003896509,0.000043803248,0.00027975024,0.00019150211,0.00019049045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107321386,0.00013530794,0.00023243706,0.00012184085,0.000050636438,0.0000074133645,0.00007216091,0.00007293331,0.000089115936],"category_scores_gemma":[0.000045489793,0.00009759972,0.000021576958,0.000206732,0.00018771316,0.000090190886,0.00006624094,0.00027015142,0.000019767824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000797861,0.00020262488,0.9508966,0.000036043857,0.00003783795,0.00004390009,0.0011106032,2.8851483e-8,0.000015454612,0.0004714821,0.000006382573,0.046381142],"study_design_scores_gemma":[0.0033009425,0.0006079713,0.99491715,0.000045207984,0.000019843177,0.000025876649,0.00035912314,0.000023421051,0.00038491018,0.00016741158,0.000049333143,0.00009882339],"about_ca_topic_score_codex":0.0010364484,"about_ca_topic_score_gemma":0.00022298207,"teacher_disagreement_score":0.046282317,"about_ca_system_score_codex":0.00020435316,"about_ca_system_score_gemma":0.00002432298,"threshold_uncertainty_score":0.3980001},"labels":[],"label_agreement":null},{"id":"W2038724619","doi":"10.1093/rheumatology/kes210","title":"Obstructive sleep apnoea in relation to rheumatic disease","year":2012,"lang":"en","type":"review","venue":"Lara D. Veeken","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Medicine; Sleep (system call); Disease; Rheumatology; Internal medicine; Physical therapy; Referral; Sleep disorder; Insomnia; Psychiatry","score_opus":0.052360137673993494,"score_gpt":0.3526802565326534,"score_spread":0.3003201188586599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038724619","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011962214,0.9918395,0.00012810333,0.00014441107,0.00046832158,0.0038129166,0.000087301654,0.00008073994,0.002242448],"genre_scores_gemma":[0.0036989423,0.9915549,0.0015318536,0.00007335717,0.0005977172,0.0009518732,0.0006046309,0.00023411342,0.0007526016],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99649143,0.00036918613,0.00083322695,0.00069358916,0.00083428994,0.0007782948],"domain_scores_gemma":[0.9974377,0.00032193775,0.00024393163,0.0009967925,0.00013972784,0.00085989584],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051219016,0.0005346239,0.001845807,0.0008593654,0.00006495166,0.00003951205,0.00032845617,0.00037410003,0.00042410518],"category_scores_gemma":[0.00082233956,0.00045808707,0.000429006,0.0011640441,0.00008995898,0.00021496635,0.00025940884,0.001068812,0.002017455],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008208319,0.0002075868,0.0019269577,0.011292367,0.00023645401,0.000115227565,0.00025009597,0.0000018334254,8.6438695e-7,0.00062807533,0.000032197564,0.9852263],"study_design_scores_gemma":[0.0014018769,0.00017903843,0.05642985,0.01676257,0.002364008,0.00009719056,0.00007804406,0.00012484616,0.0000010281013,0.00032025386,0.92134964,0.000891663],"about_ca_topic_score_codex":0.00004074042,"about_ca_topic_score_gemma":0.000010867471,"teacher_disagreement_score":0.9843346,"about_ca_system_score_codex":0.0011313808,"about_ca_system_score_gemma":0.0001825397,"threshold_uncertainty_score":0.9997871},"labels":[],"label_agreement":null},{"id":"W2039383278","doi":"10.1007/s11325-013-0843-2","title":"Society of anesthesia and sleep medicine: proceedings of 2012 annual meeting","year":2013,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Sleep medicine; Obstructive sleep apnea; Narcotic; Ambulatory; Anesthesia; Sleep (system call); Airway; Otorhinolaryngology; Sleep apnea; Pain medicine; Neurology; Anesthesiology; Sleep disorder; Psychiatry; Insomnia; Surgery","score_opus":0.011015655849004958,"score_gpt":0.2587355680670705,"score_spread":0.24771991221806552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039383278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933317,0.0016370661,0.00003196868,0.0021479502,0.00002009328,0.00038886874,0.0000022812185,0.000026154601,0.002413975],"genre_scores_gemma":[0.99581903,0.000102662496,0.003695746,0.00010414963,0.00013255229,0.00001180369,0.0000027108795,0.000022001548,0.00010931488],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99867386,0.0000139832255,0.0003373833,0.00027035945,0.0004210169,0.0002833955],"domain_scores_gemma":[0.99896127,0.000109887194,0.00015568273,0.00009784979,0.0004974163,0.0001778689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050971593,0.00015910577,0.0004242108,0.000108217246,0.00008192477,0.000013998097,0.00007492628,0.00011704648,0.000092207265],"category_scores_gemma":[0.00010017121,0.00011976668,0.00006340781,0.00020593994,0.00047377928,0.00038985937,0.00008752055,0.00022577411,0.0000021556586],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019646797,0.00024675956,0.33638707,0.003466683,0.0007294101,0.000032005617,0.02757906,8.4405013e-7,0.37282914,0.0017504968,0.0023874994,0.25439456],"study_design_scores_gemma":[0.010965248,0.0027240322,0.8275747,0.0024052449,0.0011539555,0.0045152153,0.05813368,0.013058555,0.07521646,0.0018099839,0.001578229,0.00086472055],"about_ca_topic_score_codex":0.0002768194,"about_ca_topic_score_gemma":5.7750617e-7,"teacher_disagreement_score":0.4911876,"about_ca_system_score_codex":0.000022735469,"about_ca_system_score_gemma":0.000008571972,"threshold_uncertainty_score":0.48839435},"labels":[],"label_agreement":null},{"id":"W2039425486","doi":"10.1136/thx.2010.144931","title":"Waking up to sleep-disordered breathing","year":2010,"lang":"en","type":"editorial","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Sleep disordered breathing; Sleep (system call); Breathing; Sleep apnea syndromes; Sleep and breathing; Polysomnography; Cardiology; Anesthesia; Apnea; Obstructive sleep apnea","score_opus":0.017130276851958934,"score_gpt":0.34985506342798783,"score_spread":0.3327247865760289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039425486","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075310906,0.00022641862,0.0006396901,0.00071403943,0.97744095,0.0011798166,0.00013983165,0.00026261446,0.011865518],"genre_scores_gemma":[0.010290641,0.000019997806,0.0034716614,0.00008596073,0.9764132,0.00010344731,0.00047996282,0.0002577163,0.008877447],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956299,0.00011260287,0.00044356036,0.0008878799,0.0020641393,0.0008618849],"domain_scores_gemma":[0.99671435,0.00062620896,0.0001500978,0.0011734514,0.00079315755,0.0005427338],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00083374686,0.0004898662,0.00088128535,0.0005353369,0.00018753718,0.00012590198,0.0005596998,0.0014990937,0.000858784],"category_scores_gemma":[0.004557138,0.00045422692,0.00023292993,0.00047226885,0.00012020316,0.00010054014,0.0004900758,0.004139538,0.0011335595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005396102,0.00006827087,0.00012480971,0.00042747217,0.0002395053,0.00025725103,0.001012299,0.0000011404088,0.007426054,0.000051175724,0.906483,0.08336944],"study_design_scores_gemma":[0.0013767249,0.000276388,0.00016251214,0.00027429088,0.00020712824,0.000025553576,0.00018127015,0.00008156854,0.0013921683,0.00012849784,0.9954355,0.00045843478],"about_ca_topic_score_codex":0.00031693422,"about_ca_topic_score_gemma":0.00008643335,"teacher_disagreement_score":0.0889525,"about_ca_system_score_codex":0.00034871275,"about_ca_system_score_gemma":0.0002807627,"threshold_uncertainty_score":0.99979717},"labels":[],"label_agreement":null},{"id":"W2039449882","doi":"10.1097/hco.0b013e3282f323ce","title":"Sleep apnea in chronic heart failure","year":2008,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Heart failure; Continuous positive airway pressure; Sleep apnea; Central sleep apnea; Cardiac resynchronization therapy; Positive airway pressure; Obstructive sleep apnea; Cardiology; Apnea; Intensive care medicine; Internal medicine; Atrial fibrillation; Polysomnography; Ejection fraction","score_opus":0.10631890101877439,"score_gpt":0.4278138001037155,"score_spread":0.3214948990849411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039449882","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001452535,0.9913361,0.00007726695,0.0001420721,0.0059874193,0.002041778,0.00005390774,0.0000463762,0.0003005173],"genre_scores_gemma":[0.0001673382,0.99501234,0.00006521258,0.000005699242,0.003229872,0.00064308575,0.0007816503,0.000085288775,0.000009524585],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955289,0.0010033895,0.0010709913,0.001034617,0.0004193592,0.0009427937],"domain_scores_gemma":[0.99828243,0.00036374916,0.00018078402,0.000857883,0.000103048085,0.00021209555],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00041818502,0.000593895,0.003943962,0.0013605851,0.0000430447,0.000009793299,0.00035942302,0.0008334469,0.00009272284],"category_scores_gemma":[0.00029555097,0.00051522325,0.0009076324,0.0010750154,0.00036544437,0.000059415335,0.00031053444,0.002736786,0.00052045466],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001836495,0.00006108255,0.0028986633,0.021691706,0.0001496267,0.000056059464,0.000025233474,0.000012654485,6.7607425e-7,0.000092241855,0.0050536324,0.96994007],"study_design_scores_gemma":[0.0012884908,0.00019869105,0.0009401647,0.006670368,0.000060775907,0.0015851173,0.000011663684,0.00005638072,2.2762622e-7,0.000013485918,0.9888164,0.0003582446],"about_ca_topic_score_codex":0.000013025053,"about_ca_topic_score_gemma":0.000004876975,"teacher_disagreement_score":0.98376274,"about_ca_system_score_codex":0.0022813438,"about_ca_system_score_gemma":0.0006464597,"threshold_uncertainty_score":0.99972993},"labels":[],"label_agreement":null},{"id":"W2039452491","doi":"10.1213/ane.0b013e318187c83a","title":"A Systemic Review of Obstructive Sleep Apnea and Its Implications for Anesthesiologists","year":2008,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":328,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Perioperative; Obstructive sleep apnea; MEDLINE; Sleep apnea; Intensive care medicine; Population; American society of anesthesiologists; Systematic review; Surgery; Anesthesia","score_opus":0.05865079501543317,"score_gpt":0.3616421478584974,"score_spread":0.3029913528430642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039452491","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023959624,0.9924506,0.00006105293,0.0005770999,0.000021442718,0.0063954145,0.000058010733,0.00007542865,0.00012135223],"genre_scores_gemma":[0.00048664206,0.9963485,0.0006181757,0.00021598776,0.0001573215,0.0015520401,0.00037185822,0.00015227549,0.000097209806],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99600536,0.00041224,0.0014773862,0.0010437185,0.00042561424,0.0006356765],"domain_scores_gemma":[0.9957203,0.00082961423,0.001073604,0.0010946104,0.0009266871,0.00035513294],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048158225,0.00077833264,0.0044480944,0.00051941234,0.00017186538,0.000015455735,0.00050629216,0.0005766864,0.00002923323],"category_scores_gemma":[0.0005674573,0.000606135,0.0011007328,0.0009712689,0.00038112106,0.00010159748,0.00007254331,0.00050936785,0.00003786029],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004095127,0.00009889641,0.00025775412,0.30212247,0.00060511025,0.00017831409,0.000031198237,5.1122985e-8,0.000009166708,0.002226038,0.00031882335,0.6941112],"study_design_scores_gemma":[0.0009810466,0.0009117355,0.0045037083,0.1446633,0.0059238183,0.07966261,0.000041578176,0.000029567136,0.000016603335,0.00013042857,0.7620538,0.0010818463],"about_ca_topic_score_codex":0.000009124555,"about_ca_topic_score_gemma":4.326412e-7,"teacher_disagreement_score":0.76173496,"about_ca_system_score_codex":0.00024947908,"about_ca_system_score_gemma":0.00036784305,"threshold_uncertainty_score":0.999639},"labels":[],"label_agreement":null},{"id":"W2040073320","doi":"10.1378/chest.9993","title":"What Is the Proportion of Undiagnosed Obstructive Sleep Apnea in a Surgical Population?","year":2010,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Population; Emergency medicine; Pediatrics; Internal medicine; Environmental health","score_opus":0.018992031875280254,"score_gpt":0.32109868319958207,"score_spread":0.3021066513243018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040073320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954766,0.00015196142,0.000044652763,0.0029700676,0.0006543434,0.00035450378,0.0000019070634,0.000007867203,0.0003380798],"genre_scores_gemma":[0.9988854,0.000053421096,0.0005158092,0.000042280026,0.00041509114,0.000010864552,0.0000061195933,0.000017117714,0.000053900585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983662,0.00008749717,0.000429138,0.0001675447,0.0006862776,0.0002633385],"domain_scores_gemma":[0.9988751,0.00015930091,0.0002149666,0.00025074556,0.00034435163,0.00015552455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007327916,0.00011366355,0.00024633593,0.00019735807,0.00010016673,0.00007109913,0.00015290204,0.00012254957,0.00053571694],"category_scores_gemma":[0.00034650782,0.00007219111,0.00012179054,0.00036448284,0.00023458556,0.0003844507,0.000043858927,0.0012216143,0.00001486537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032899118,0.0002789684,0.8604127,0.000068254594,0.00009035106,0.00032558962,0.0013442725,0.000006710724,0.008639686,0.00073746504,0.00001826944,0.12774873],"study_design_scores_gemma":[0.0018341526,0.00012528818,0.9820247,0.000052942014,0.00003603115,0.0014433475,0.0013080535,0.0005040358,0.009988567,0.0017386681,0.00086469395,0.00007948355],"about_ca_topic_score_codex":0.00003292703,"about_ca_topic_score_gemma":0.000034686593,"teacher_disagreement_score":0.12766925,"about_ca_system_score_codex":0.000107612475,"about_ca_system_score_gemma":0.000056133103,"threshold_uncertainty_score":0.58657247},"labels":[],"label_agreement":null},{"id":"W2040570483","doi":"10.1038/hr.2010.200","title":"Increased arterial stiffness in obstructive sleep apnea: a systematic review","year":2010,"lang":"en","type":"review","venue":"Hypertension Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Arterial stiffness; Obstructive sleep apnea; Medicine; Continuous positive airway pressure; Sleep apnea; Cardiology; Apnea; Blood pressure; Internal medicine; Randomized controlled trial; Cochrane Library; Anesthesia","score_opus":0.1157768917309187,"score_gpt":0.4040007247586736,"score_spread":0.2882238330277549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040570483","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032807855,0.9811767,0.0000029024325,0.00021739559,0.00055023335,0.016851576,0.000083727355,0.00009424824,0.0006951513],"genre_scores_gemma":[0.00019521579,0.9946913,0.0001901194,0.00015087347,0.00050375046,0.0033123186,0.00041727067,0.00027048856,0.00026865766],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9855206,0.004577066,0.0023647565,0.0017837469,0.003940562,0.001813267],"domain_scores_gemma":[0.98994035,0.0031219844,0.0004833761,0.0029373239,0.0025940745,0.00092291867],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.006127669,0.0009923674,0.008872829,0.002684373,0.00027882954,0.0001443448,0.0011495595,0.0013329205,0.00054780615],"category_scores_gemma":[0.015651708,0.0006883152,0.0010251192,0.0039847936,0.0007942852,0.00017623602,0.000904555,0.0071399906,0.0017974107],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012011973,0.00032156706,0.0000024571664,0.7543892,0.0002573892,0.0023847963,0.000020070254,5.3770433e-9,0.00016780743,0.00005775529,0.00019683118,0.242082],"study_design_scores_gemma":[0.0023749447,0.00020343273,0.00014224622,0.8711642,0.0030314038,0.0041116485,0.00013133418,0.00011086501,0.000010188646,0.000044826225,0.117850594,0.00082432805],"about_ca_topic_score_codex":0.00021689553,"about_ca_topic_score_gemma":0.00003118436,"teacher_disagreement_score":0.24125767,"about_ca_system_score_codex":0.00092153356,"about_ca_system_score_gemma":0.0010684433,"threshold_uncertainty_score":0.9999636},"labels":[],"label_agreement":null},{"id":"W2040573419","doi":"10.1007/s11325-008-0225-3","title":"Dental changes associated with tongue retaining device wear","year":2008,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Neurology; Medicine; Otorhinolaryngology; Tongue; Dentistry; Neurosurgery; Orthodontics; Audiology; Surgery; Pathology; Psychiatry","score_opus":0.030373250037384118,"score_gpt":0.27513186989907595,"score_spread":0.24475861986169184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040573419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946654,0.00033489265,0.00007090704,0.00042070806,0.000042766726,0.00021980834,0.000004783073,0.00008980284,0.0041509178],"genre_scores_gemma":[0.99864584,0.000030488787,0.00058804645,0.00024789016,0.00012921543,0.000010730933,0.000022500031,0.000029643954,0.0002956574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878126,0.000052163472,0.00011284107,0.00028393892,0.0004124136,0.00035739338],"domain_scores_gemma":[0.99941885,0.000096338954,0.000052076513,0.00014836295,0.00010646046,0.00017789553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002289941,0.00014617266,0.00024338179,0.00012026394,0.00028486215,0.00002517628,0.00006039217,0.00008794665,0.000059528513],"category_scores_gemma":[0.00015669061,0.000113626185,0.000032308242,0.00023939244,0.00015876238,0.0001208531,0.000071781746,0.00031146017,0.0000123382615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026946943,0.0001556323,0.94172966,0.00006870909,0.0005112402,0.0023581905,0.00546904,0.0000020092425,0.013363469,0.00011484329,0.000027721566,0.035930026],"study_design_scores_gemma":[0.009175803,0.0018272654,0.9370626,0.00077387295,0.00047761464,0.007088352,0.007596697,0.0047613475,0.02960925,0.000038744634,0.00083110796,0.0007573289],"about_ca_topic_score_codex":0.00009801113,"about_ca_topic_score_gemma":0.000121515026,"teacher_disagreement_score":0.035172697,"about_ca_system_score_codex":0.00010307858,"about_ca_system_score_gemma":0.00002087603,"threshold_uncertainty_score":0.46335414},"labels":[],"label_agreement":null},{"id":"W2040985156","doi":"10.1016/j.cjca.2014.09.015","title":"Predictors of Blood Pressure Fall With Continuous Positive Airway Pressure Treatment in Hypertension With Coronary Artery Disease and Obstructive Sleep Apnea","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Interquartile range; Obstructive sleep apnea; Continuous positive airway pressure; Blood pressure; Body mass index; Internal medicine; Cardiology; Epworth Sleepiness Scale; Sleep apnea; Coronary artery disease; Confidence interval; Apnea; Polysomnography","score_opus":0.006386632708946828,"score_gpt":0.2033816152331423,"score_spread":0.19699498252419548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040985156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995071,0.0028097397,0.0002156135,0.00036138497,0.00011650538,0.0006063222,0.0001372011,0.0000044136127,0.0006778426],"genre_scores_gemma":[0.99937874,0.00002469706,0.00017265302,0.000040020794,0.00027203787,0.000012460492,0.000014371053,0.000029973213,0.000055062035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984168,0.00032353218,0.00032331535,0.00028384762,0.00024739988,0.00040514092],"domain_scores_gemma":[0.9978424,0.00018359646,0.00020290633,0.00025466882,0.000563474,0.00095299946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018184271,0.00023125477,0.00090906565,0.0003890895,0.000054167896,0.000009884403,0.00010424679,0.00013037052,0.0000071526124],"category_scores_gemma":[0.00014261513,0.00015334148,0.00009472541,0.00013424238,0.0006723866,0.00010776488,0.000015523592,0.00033237913,4.3823536e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003266992,0.000032097767,0.98082733,0.00006790343,0.004654016,0.003723974,0.0005095022,0.0011989472,0.00070289365,0.000048869664,0.000028985436,0.004938482],"study_design_scores_gemma":[0.0067488714,0.0072083855,0.97409594,0.00015194365,0.003885331,0.005733877,0.00043130765,0.0002034149,0.00035620396,0.000026185211,0.0010087871,0.00014974488],"about_ca_topic_score_codex":0.00075183,"about_ca_topic_score_gemma":0.0015332785,"teacher_disagreement_score":0.007176288,"about_ca_system_score_codex":0.00006865526,"about_ca_system_score_gemma":0.00050805707,"threshold_uncertainty_score":0.6253084},"labels":[],"label_agreement":null},{"id":"W2040991359","doi":"10.1016/s0022-3999(00)00147-1","title":"A retrospective study on improvements in nightmares and post-traumatic stress disorder following treatment for co-morbid sleep-disordered breathing","year":2000,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"National Institute of Mental Health","keywords":"Nightmare; Medicine; Traumatic stress; Breathing; Sleep disorder; Insomnia; Psychology; Physical therapy; Psychiatry","score_opus":0.05478543139564959,"score_gpt":0.42865562846806626,"score_spread":0.37387019707241664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040991359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99329746,0.00038820255,0.00004241749,0.0010550356,0.000106634325,0.0039982256,0.000024086909,0.0000113106435,0.0010766299],"genre_scores_gemma":[0.9984122,0.00009283757,0.0006985038,0.000026562793,0.00012370676,0.0002167493,0.000005762521,0.000058649613,0.00036500886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952899,0.0005356724,0.0009703955,0.0004531924,0.0020002911,0.00075055443],"domain_scores_gemma":[0.99793166,0.000576957,0.00019184979,0.0004721102,0.000508003,0.00031944428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021932719,0.00028996926,0.0008470198,0.001157176,0.00026378603,0.00014742573,0.00028123963,0.00010353354,0.00023371427],"category_scores_gemma":[0.00062769826,0.00020860811,0.00025017123,0.00066341134,0.00012225966,0.00028195523,0.000034362063,0.0007338809,0.00001699588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046125795,0.011324912,0.7862625,0.00041573792,0.001608481,0.0006022722,0.032047264,0.00001703839,0.004402666,0.000029930052,0.00005701905,0.15861955],"study_design_scores_gemma":[0.022477333,0.026065838,0.90643704,0.0008756635,0.00012372571,0.000077697616,0.04148363,0.0011518484,0.00035267355,0.0007037283,0.00004795583,0.00020286468],"about_ca_topic_score_codex":0.00044844238,"about_ca_topic_score_gemma":0.00021949018,"teacher_disagreement_score":0.15841669,"about_ca_system_score_codex":0.0008404177,"about_ca_system_score_gemma":0.00011089666,"threshold_uncertainty_score":0.85067916},"labels":[],"label_agreement":null},{"id":"W2041070802","doi":"10.1164/rccm.200411-1591oc","title":"Cheyne-Stokes Respiration in Stroke","year":2005,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Hypocapnia; Cheyne–Stokes respiration; Stroke (engine); Internal medicine; Polysomnography; Central sleep apnea; Heart failure; Stroke volume; Apnea; Anesthesia; Respiratory system; Hypercapnia","score_opus":0.02604708482685939,"score_gpt":0.3585758164853673,"score_spread":0.3325287316585079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041070802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981451,0.005430227,0.00025686613,0.010932707,0.00009618713,0.00011767597,0.00000329498,0.000009184147,0.0017028907],"genre_scores_gemma":[0.995404,0.000041125044,0.00080137927,0.0026878277,0.0010300205,0.0000034367008,8.938805e-7,0.00001658407,0.000014707728],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979806,0.00021936499,0.00060979597,0.00019265672,0.0007001732,0.0002974],"domain_scores_gemma":[0.99831086,0.00030435724,0.00012887026,0.00017064087,0.0006522736,0.00043296776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007764715,0.0001474307,0.0005698234,0.0004789994,0.000052641386,0.000010882568,0.00009830697,0.000054820735,0.00015323152],"category_scores_gemma":[0.0020034374,0.00010870753,0.00007014937,0.00035304637,0.0014023561,0.00019419657,0.000029940335,0.0006476895,0.000004531793],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013815564,0.00013520099,0.15581658,0.00015538782,0.000041897136,0.0006009303,0.0023457052,0.0000067148817,0.03258658,0.0012162837,0.00014126267,0.8055719],"study_design_scores_gemma":[0.02270035,0.07665657,0.6503647,0.001850972,0.0008153329,0.0023584894,0.08822658,0.0003177834,0.026507372,0.000382673,0.12890673,0.00091242575],"about_ca_topic_score_codex":0.000015156291,"about_ca_topic_score_gemma":0.000020335696,"teacher_disagreement_score":0.8046595,"about_ca_system_score_codex":0.00017045927,"about_ca_system_score_gemma":0.00010447942,"threshold_uncertainty_score":0.5167039},"labels":[],"label_agreement":null},{"id":"W2041125565","doi":"10.1097/aln.0b013e3182214b44","title":"Certification in Sleep Medicine","year":2011,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Certification; Sleep (system call); Sleep medicine; Family medicine; Medical physics; Psychiatry; Sleep disorder; Management","score_opus":0.08706177920257992,"score_gpt":0.3203402238304027,"score_spread":0.23327844462782282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041125565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98664004,0.00021411455,0.000027073303,0.0008646369,0.00005551531,0.00022046418,1.5105881e-7,0.000032876538,0.011945137],"genre_scores_gemma":[0.99881595,0.000019547932,0.00047940548,0.00044131276,0.000070571456,0.000029155151,0.000009984487,0.000012600368,0.000121487836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913317,0.00009525794,0.0002026581,0.00022754188,0.00010783888,0.00023354997],"domain_scores_gemma":[0.9994555,0.000071543654,0.000035709676,0.00028894722,0.00006869598,0.00007961182],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021857137,0.00008032018,0.00022320503,0.00022396143,0.000018769379,7.229513e-7,0.00009429115,0.0001073305,0.0012580935],"category_scores_gemma":[0.00022478386,0.00006024475,0.000023335386,0.00022179374,0.00025726735,0.000033393517,0.000018395802,0.0001663602,0.000303404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038453974,0.00014127513,0.92831343,0.000022665054,0.000016712307,0.00031529422,0.0015260524,1.9439412e-7,0.016292114,0.0038073915,0.000107660584,0.049072675],"study_design_scores_gemma":[0.0007454504,0.0005846338,0.9915987,0.000010854988,0.000012206044,0.00017496603,0.0002734946,0.00008430475,0.003822479,0.0015914971,0.0010477423,0.00005362399],"about_ca_topic_score_codex":0.00026466147,"about_ca_topic_score_gemma":0.00002117156,"teacher_disagreement_score":0.06328532,"about_ca_system_score_codex":0.00004350737,"about_ca_system_score_gemma":0.000012230847,"threshold_uncertainty_score":0.9996549},"labels":[],"label_agreement":null},{"id":"W2041341940","doi":"10.1016/j.ijporl.2013.04.018","title":"A solitary tonsil can cause severe obstructive sleep apnea","year":2013,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Tonsillectomy; Adenoidectomy; Obstructive sleep apnea; Tonsil; Polysomnography; Sleep apnea; Apnea; Anesthesia; Surgery","score_opus":0.01605793208394689,"score_gpt":0.2898733166818225,"score_spread":0.2738153845978756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041341940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98966223,0.0006432716,0.00031396298,0.004648337,0.0026693686,0.00038137237,0.000035864632,0.000030060408,0.0016155426],"genre_scores_gemma":[0.99196374,0.000114413684,0.0025148778,0.00067067565,0.0043964814,0.000019282665,0.000018301622,0.000040936608,0.00026125752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970805,0.00017691881,0.0008338932,0.00030030453,0.0011333016,0.00047506322],"domain_scores_gemma":[0.9956956,0.0003398944,0.000523136,0.0002729957,0.0027344727,0.00043391236],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030403666,0.0002545874,0.0005107271,0.00102467,0.000063575986,0.000054243952,0.0006656538,0.0002285777,0.001609931],"category_scores_gemma":[0.00084652443,0.00021769805,0.00030375933,0.00029670936,0.0001735285,0.0004935025,0.00023235873,0.00096914696,0.00022175506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006836941,0.0005208412,0.9654564,0.00004882537,0.002235412,0.003065227,0.00090453133,0.000033065193,0.004576462,0.00080356223,0.0053215385,0.016350403],"study_design_scores_gemma":[0.0052732285,0.0010188426,0.9708924,0.000015375448,0.00048497648,0.015770147,0.00060256326,0.00052664324,0.0008917608,0.0028485989,0.0013138761,0.00036154466],"about_ca_topic_score_codex":0.00030133358,"about_ca_topic_score_gemma":0.00001606155,"teacher_disagreement_score":0.015988858,"about_ca_system_score_codex":0.0005407887,"about_ca_system_score_gemma":0.0002880037,"threshold_uncertainty_score":0.99930274},"labels":[],"label_agreement":null},{"id":"W2041660074","doi":"10.1016/j.jaci.2009.05.016","title":"Prevalence of obstructive sleep apnea–hypopnea in severe versus moderate asthma","year":2009,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Hôpital du Sacré-Cœur de Montréal; Université de Montréal; McGill University; Christie (Canada)","funders":"National Institute for Occupational Safety and Health; Canadian Institutes of Health Research; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; GlaxoSmithKline; AstraZeneca; Pfizer","keywords":"Medicine; Asthma; Hypopnea; Obstructive sleep apnea; Apnea–hypopnea index; Polysomnography; Apnea; Body mass index; Internal medicine; Sleep apnea; Anesthesia","score_opus":0.03345785463219617,"score_gpt":0.3487341732067198,"score_spread":0.3152763185745236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041660074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99448824,0.0026514232,0.0001470067,0.0011404637,0.0005050756,0.00012039339,0.0000028957782,0.0000051535894,0.00093936606],"genre_scores_gemma":[0.99579626,0.0024266928,0.0014370729,0.00009649495,0.00013959574,8.570797e-7,8.987849e-7,0.000009759263,0.00009237058],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976946,0.0003194398,0.0011670579,0.00023327574,0.00028386738,0.0003017486],"domain_scores_gemma":[0.998012,0.00062694267,0.00051273254,0.00023259068,0.0004747865,0.00014094429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068394287,0.0001537974,0.00071911956,0.00021986054,0.00003500643,0.000007595774,0.00021224124,0.00031578893,0.0001455773],"category_scores_gemma":[0.0011034247,0.00012508243,0.00021030061,0.00018465708,0.00049428584,0.00018211381,0.00007799558,0.00114535,0.000005219852],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.11267246,0.0034205883,0.063466325,0.00013953935,0.006871078,0.0013703288,0.001067978,0.0002394704,0.0131707,0.0056429976,0.00006305454,0.7918755],"study_design_scores_gemma":[0.012865781,0.0094840545,0.97194266,0.00009726163,0.00008771688,0.00063046213,0.00042476528,0.00086398504,0.00084292935,0.0024572713,0.00017014622,0.00013295886],"about_ca_topic_score_codex":0.000008945707,"about_ca_topic_score_gemma":0.000010223945,"teacher_disagreement_score":0.90847635,"about_ca_system_score_codex":0.000067847235,"about_ca_system_score_gemma":0.000088225286,"threshold_uncertainty_score":0.51007134},"labels":[],"label_agreement":null},{"id":"W2041825249","doi":"10.1161/circulationaha.109.902452","title":"Nocturnal Rostral Fluid Shift","year":2010,"lang":"en","type":"article","venue":"Circulation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":444,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Continuous positive airway pressure; Hypopnea; Anesthesia; Central sleep apnea; Apnea; Cardiology; Positive airway pressure; Sleep apnea; Internal medicine","score_opus":0.020238824167479706,"score_gpt":0.30676611014273547,"score_spread":0.2865272859752558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041825249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921737,0.000011600303,0.0013389009,0.0006031674,0.0003483048,0.00018923462,0.0000021209087,0.000045735782,0.0052872445],"genre_scores_gemma":[0.9987798,2.969084e-7,0.0006226165,0.000060521663,0.00045421332,0.000004976166,0.000030407633,0.000013156164,0.000034033197],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99927235,0.000013966936,0.00011381298,0.00014694572,0.00028523503,0.00016770736],"domain_scores_gemma":[0.99954385,0.000021342235,0.000025039351,0.00020129251,0.00008826083,0.00012024051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013267339,0.000062319166,0.00008546032,0.00008626223,0.000057261648,0.000021816573,0.00004477247,0.00008251671,0.0008189133],"category_scores_gemma":[0.00013946257,0.00005699053,0.00005131265,0.00012237324,0.00006128177,0.00010198672,0.000014649501,0.00031077547,0.00020382451],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031813768,0.000027718263,0.42616466,0.000012461097,0.000015143708,0.00001124722,0.00008942697,0.00000884047,0.5584302,0.002147669,0.000022444628,0.013038402],"study_design_scores_gemma":[0.0006203645,0.000019500378,0.98023105,0.0000039518673,0.000016388562,0.0000642689,0.000010455016,0.0027814063,0.015035031,0.00064696453,0.0005157045,0.00005493173],"about_ca_topic_score_codex":0.000013224155,"about_ca_topic_score_gemma":0.000009776767,"teacher_disagreement_score":0.55406636,"about_ca_system_score_codex":0.00003831322,"about_ca_system_score_gemma":0.000027740678,"threshold_uncertainty_score":0.89665264},"labels":[],"label_agreement":null},{"id":"W2042201156","doi":"10.5664/jcsm.4022","title":"Alternative Scoring Models of STOP-Bang Questionnaire Improve Specificity To Detect Undiagnosed Obstructive Sleep Apnea","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":244,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Sleep (system call); Apnea; Polysomnography; Physical therapy; Intensive care medicine; Internal medicine","score_opus":0.06325405551318455,"score_gpt":0.39338991140372254,"score_spread":0.33013585589053795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042201156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7846523,0.0004072887,0.20686875,0.0026990315,0.0028783411,0.0007151515,0.000008388165,0.000028851271,0.0017418928],"genre_scores_gemma":[0.9860884,0.000098541495,0.007712091,0.0005071489,0.0054731173,0.0000103127,0.0000027393155,0.00006411723,0.000043558633],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99255943,0.0007319762,0.0033506297,0.00059608795,0.0021474804,0.0006143942],"domain_scores_gemma":[0.99043894,0.002974292,0.0019302649,0.00069982785,0.0026573525,0.0012993492],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0058657494,0.00041043363,0.0023091917,0.0006777565,0.000097830176,0.000017142935,0.0006227842,0.00030050217,0.0001603598],"category_scores_gemma":[0.020802563,0.00029480577,0.0005821537,0.0007032449,0.0008312578,0.00036985156,0.00020201618,0.0018779428,0.00002275528],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007577844,0.0007763291,0.06288545,0.0003428873,0.0014703039,0.00042650124,0.0011789633,0.00289916,0.014301872,0.0035584217,0.00018265512,0.90439963],"study_design_scores_gemma":[0.04710034,0.045159996,0.69130266,0.004502691,0.0024021943,0.0007471151,0.002323971,0.09673792,0.051537525,0.055356964,0.0015734896,0.0012551385],"about_ca_topic_score_codex":0.00015304258,"about_ca_topic_score_gemma":0.000020362606,"teacher_disagreement_score":0.9031445,"about_ca_system_score_codex":0.0003347861,"about_ca_system_score_gemma":0.00012251407,"threshold_uncertainty_score":0.9999504},"labels":[],"label_agreement":null},{"id":"W2042412967","doi":"10.1164/rccm.200712-1809oc","title":"Prospective Study of Sleep-disordered Breathing and Hypertension: The Sleep Heart Health Study","year":2009,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":388,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Minnesota; National Heart, Lung, and Blood Institute; University of California, Davis; National Institute of Biomedical Imaging and Bioengineering; York University; Strong","keywords":"Medicine; Odds ratio; Polysomnography; Body mass index; Prospective cohort study; Sleep apnea; Internal medicine; Risk factor; Confidence interval; Obstructive sleep apnea; Cohort study; Cohort; Blood pressure; Obesity; Apnea–hypopnea index; Apnea; Cardiology","score_opus":0.02699713586633081,"score_gpt":0.3584690259815696,"score_spread":0.3314718901152388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042412967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98116493,0.007425046,0.00005162844,0.010360761,0.00008512288,0.0008073077,0.0000017771788,0.000009757832,0.000093645736],"genre_scores_gemma":[0.99672115,0.00002365887,0.00012329532,0.0028214017,0.00028793723,0.0000054550837,2.4691133e-7,0.000015397467,0.0000014744612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970128,0.00067539053,0.00072127994,0.0002951942,0.0009845502,0.000310784],"domain_scores_gemma":[0.9973485,0.00058224436,0.00022151487,0.00030005325,0.001083167,0.0004645106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013132229,0.0002031592,0.0010702633,0.00023602787,0.000242901,0.000014875999,0.00012316785,0.000030255378,0.000018045299],"category_scores_gemma":[0.0014102168,0.00011560537,0.00006207573,0.0004763654,0.0013003651,0.00010146341,0.000055229157,0.0007243553,2.927962e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022056838,0.0021264462,0.64742357,0.00013582349,0.00026106238,0.0008125265,0.036677115,0.0000017971239,0.0014913933,0.00017768312,0.000078118945,0.3086088],"study_design_scores_gemma":[0.004470928,0.10051639,0.60618174,0.00012832113,0.0002644128,0.00071055774,0.28744137,0.000014011086,0.00003970681,0.00006035928,0.00009249119,0.00007972122],"about_ca_topic_score_codex":0.00011520956,"about_ca_topic_score_gemma":0.000015119675,"teacher_disagreement_score":0.30852908,"about_ca_system_score_codex":0.00007478191,"about_ca_system_score_gemma":0.00008512733,"threshold_uncertainty_score":0.47912493},"labels":[],"label_agreement":null},{"id":"W2042836288","doi":"10.5664/jcsm.1302","title":"Complexity and Efficacy of Mandibular Advancement Splints: Understanding their Mode of Action","year":2011,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Splints; Action (physics); Orthodontics; Physical medicine and rehabilitation; Physical therapy; Dentistry","score_opus":0.3523104428633871,"score_gpt":0.47294449462315075,"score_spread":0.12063405175976366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042836288","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39412645,0.004774784,0.06359107,0.5259536,0.0055861073,0.002363699,0.00010909995,0.000034558874,0.0034606576],"genre_scores_gemma":[0.947771,0.005383859,0.0044153943,0.029697787,0.0123501755,0.0000041090543,0.00008748105,0.00012810495,0.0001620738],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99354154,0.00044312992,0.0036228506,0.0003740223,0.0016321937,0.0003862646],"domain_scores_gemma":[0.99233747,0.0022990922,0.0035584192,0.00053543533,0.0009172643,0.00035233746],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0028402894,0.0003726002,0.003016941,0.00055746187,0.00004738552,0.000004468687,0.0003365889,0.0007091341,0.00065401907],"category_scores_gemma":[0.0029337346,0.00023703974,0.00052073324,0.00024593173,0.0019609693,0.000120196266,0.0001388002,0.0037890754,0.0000021871624],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07428596,0.009446751,0.13620904,0.023671493,0.031837247,0.0061456407,0.004468015,0.00006120981,0.012457409,0.0041403943,0.29176316,0.40551367],"study_design_scores_gemma":[0.17767663,0.09339088,0.23554611,0.035039954,0.018783415,0.003655957,0.006076422,0.004016179,0.0097064525,0.059143413,0.35457996,0.0023846007],"about_ca_topic_score_codex":0.000039734663,"about_ca_topic_score_gemma":0.000004706356,"teacher_disagreement_score":0.5536446,"about_ca_system_score_codex":0.0002638756,"about_ca_system_score_gemma":0.000120490455,"threshold_uncertainty_score":0.9985092},"labels":[],"label_agreement":null},{"id":"W2042993429","doi":"10.1016/j.ajodo.2008.12.013","title":"Effect of 2 jaw exercises on occlusal function in patients with obstructive sleep apnea during oral appliance therapy: A randomized controlled trial","year":2009,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Randomized controlled trial; Oral appliance; Obstructive sleep apnea; Masticatory force; Bite force quotient; Dentistry; Molar; Orthodontics; Mandible (arthropod mouthpart); Physical therapy; Surgery; Anesthesia","score_opus":0.006358999032410194,"score_gpt":0.27476070647120565,"score_spread":0.26840170743879543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042993429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951946,0.00016558291,0.0011495668,0.00005406299,0.0002776055,0.0030207327,0.0000054912825,0.00000947925,0.00012287282],"genre_scores_gemma":[0.9989539,0.00017672955,0.0005866455,0.000052887248,0.00015832375,0.00002690186,0.0000042550896,0.000027872458,0.000012504202],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9963432,0.0007658095,0.0010877532,0.00027430226,0.0011748819,0.0003540284],"domain_scores_gemma":[0.99715346,0.000563104,0.0012663193,0.00019144033,0.00057009124,0.0002555825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017944549,0.00033528803,0.0028272348,0.000522077,0.000077201614,0.00003484855,0.000106856605,0.00008456764,0.000012572794],"category_scores_gemma":[0.0008520698,0.0002055014,0.00042715354,0.0005405596,0.00055132096,0.0001654612,0.00002522442,0.0005412415,5.8113375e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6018289,0.00035755345,0.30161074,0.000017082875,0.00033246563,0.00004431964,0.00013020568,0.000029607196,0.000051413885,0.000021797861,3.118625e-7,0.09557564],"study_design_scores_gemma":[0.7114105,0.026746647,0.26061937,0.00007451227,0.0005776321,0.000018761697,0.00008002584,0.00013614252,0.00017127754,0.000011781705,0.000007546933,0.00014578417],"about_ca_topic_score_codex":0.00002469808,"about_ca_topic_score_gemma":0.0000055503865,"teacher_disagreement_score":0.10958166,"about_ca_system_score_codex":0.00008583095,"about_ca_system_score_gemma":0.00007602976,"threshold_uncertainty_score":0.83801043},"labels":[],"label_agreement":null},{"id":"W2043290738","doi":"10.1161/strokeaha.109.566463","title":"Dissociation of Obstructive Sleep Apnea From Hypersomnolence and Obesity in Patients With Stroke","year":2010,"lang":"en","type":"article","venue":"Stroke","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto East General Hospital","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Heart, Lung, and Blood Institute; National Institute on Aging; Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Stroke (engine); Sleep apnea; Obesity; Sleep (system call); Apnea; Cardiology; Internal medicine; Anesthesia","score_opus":0.005867367893540728,"score_gpt":0.23560890913377516,"score_spread":0.22974154124023444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043290738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980578,0.000019548412,0.00006496508,0.000053239186,0.00011223483,0.00040302938,0.0003106369,0.00001473698,0.0009638215],"genre_scores_gemma":[0.9978893,0.0000016701994,0.0019304284,0.000010029937,0.000047550715,0.000009504748,0.000043773856,0.0000151623935,0.000052626212],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987547,0.000037757633,0.0001805059,0.00029122678,0.00050247397,0.00023337913],"domain_scores_gemma":[0.99921227,0.00010323331,0.00010637985,0.0002463554,0.00021975276,0.00011199175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009823732,0.00012666092,0.00027314658,0.00013109887,0.000039721304,0.000010425206,0.00008519836,0.00010983407,0.00006827833],"category_scores_gemma":[0.00020733144,0.000106122054,0.00003281799,0.00013946628,0.00022095162,0.00014896013,0.00006205223,0.0004504847,0.0000046284813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036878095,0.00017429242,0.9615438,0.000018905372,0.000067611465,0.000003452179,0.00043593068,5.4037326e-7,0.021781633,0.00012188603,7.191779e-7,0.015482454],"study_design_scores_gemma":[0.0031982798,0.00025891102,0.9835904,0.00001828149,0.00004113966,6.6342704e-7,0.00044818237,0.00018482262,0.012078352,0.00008340026,0.0000074584664,0.00009010519],"about_ca_topic_score_codex":0.00032082878,"about_ca_topic_score_gemma":0.00022798411,"teacher_disagreement_score":0.022046609,"about_ca_system_score_codex":0.00006669248,"about_ca_system_score_gemma":0.00002199264,"threshold_uncertainty_score":0.43275318},"labels":[],"label_agreement":null},{"id":"W2043318845","doi":"10.1016/j.resp.2012.06.022","title":"CPAP reduces hypercoagulability, as assessed by thromboelastography, in severe obstructive sleep apnoea","year":2012,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Thromboelastography; Medicine; Continuous positive airway pressure; Anesthesia; Activated clotting time; Crossover study; Cardiology; Internal medicine; Coagulation; Obstructive sleep apnea","score_opus":0.024807790292831613,"score_gpt":0.314302193086737,"score_spread":0.2894944027939054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043318845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99392426,0.0008723995,0.0000048207553,0.00033589118,0.0008806099,0.0009948922,0.000053447275,0.0001417815,0.0027918725],"genre_scores_gemma":[0.9969918,0.00003020269,0.000115654395,0.0020862347,0.0004093356,0.00016540337,0.00007973934,0.000083060004,0.000038559097],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9947009,0.0016113886,0.00069988595,0.0011659309,0.00027238738,0.0015494995],"domain_scores_gemma":[0.9974591,0.00071825786,0.00021749063,0.0009285722,0.00023877714,0.0004377822],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005637887,0.00055380247,0.0011772987,0.0005156379,0.00016345705,0.000012905733,0.00046307707,0.00067060214,0.0006227684],"category_scores_gemma":[0.00054795446,0.0004967994,0.0002802361,0.00088065915,0.001622602,0.0003533015,0.0003853614,0.001335773,0.0003929427],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053509243,0.0007461596,0.15566413,0.00005445354,0.00016932766,0.000015385844,0.00012978786,0.0000065712297,0.840197,0.0004480596,0.00032070317,0.0017132929],"study_design_scores_gemma":[0.0025291727,0.0016425024,0.86869717,0.000019594534,0.00008061206,0.00017451827,0.00029295,0.000010484111,0.11911437,0.0006544461,0.0063116592,0.00047251233],"about_ca_topic_score_codex":0.00005064498,"about_ca_topic_score_gemma":0.00000883013,"teacher_disagreement_score":0.7210827,"about_ca_system_score_codex":0.00022580117,"about_ca_system_score_gemma":0.0001268608,"threshold_uncertainty_score":0.99974835},"labels":[],"label_agreement":null},{"id":"W2043374063","doi":"10.5664/jcsm.2918","title":"Differential Timing of Arousals in Obstructive and Central Sleep Apnea in Patients with Heart Failure","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto General Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"Canadian Institutes of Health Research; Università degli Studi di Brescia; Toronto Rehabilitation Institute; University Health Network","keywords":"Medicine; Obstructive sleep apnea; Heart failure; Central sleep apnea; Cardiology; Polysomnography; Cheyne–Stokes respiration; Sleep (system call); Apnea; Internal medicine; Anesthesia; Audiology","score_opus":0.02669551596936922,"score_gpt":0.34061742043924115,"score_spread":0.31392190446987195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043374063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99501765,0.00010873623,0.00020547815,0.003568507,0.00034791988,0.00063634774,0.0000029659868,0.0000047951744,0.00010759106],"genre_scores_gemma":[0.9972013,0.000018627949,0.0020407443,0.00016833472,0.00052591343,0.000004782113,0.0000053036883,0.00002756558,0.000007376637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955041,0.00031216297,0.0022296908,0.0003010518,0.0011540839,0.000498902],"domain_scores_gemma":[0.9967172,0.0009864563,0.00077920896,0.00024470675,0.00070641964,0.0005660002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007842007,0.00023908853,0.0016615787,0.0004958806,0.000023109049,0.000010339095,0.0001767121,0.00021625051,0.00063068385],"category_scores_gemma":[0.002742444,0.00014745153,0.00013678553,0.00042111878,0.00068717264,0.00028078165,0.00008365314,0.0013800712,0.0000036135634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002134983,0.0007205244,0.9646927,0.00008926817,0.00015560549,0.00004319778,0.00027958822,0.000008642229,0.0006503316,0.000014691453,0.00010088719,0.031109544],"study_design_scores_gemma":[0.02109452,0.0042334306,0.97211325,0.0005542987,0.00013036114,0.00004194226,0.0005517674,0.0007788906,0.00017144393,0.00015839889,0.000052438787,0.000119255266],"about_ca_topic_score_codex":0.000113816975,"about_ca_topic_score_gemma":0.00003801428,"teacher_disagreement_score":0.03099029,"about_ca_system_score_codex":0.000102411126,"about_ca_system_score_gemma":0.000055963585,"threshold_uncertainty_score":0.6905546},"labels":[],"label_agreement":null},{"id":"W2043543345","doi":"10.1590/s0004-282x2004000200006","title":"Quality of life of patients with obstructive sleep apnea syndrome treated with an intraoral mandibular repositioner","year":2004,"lang":"en","type":"article","venue":"Arquivos de Neuro-Psiquiatria","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Quality of life (healthcare); Sleep apnea; Life quality; Apnea; Dentistry; Physical therapy; Anesthesia","score_opus":0.015010434061550018,"score_gpt":0.2729901025388892,"score_spread":0.2579796684773392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043543345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99695456,0.00003976361,0.0010875452,0.00016353384,0.000050061397,0.0012317329,0.00010954026,0.000081770035,0.00028148264],"genre_scores_gemma":[0.9949761,0.000002888576,0.0045758085,0.000117012285,0.000051169274,0.000037172696,0.0001436869,0.00008395076,0.000012180719],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99655724,0.00034799546,0.0007945464,0.0006579198,0.0010823365,0.00055995834],"domain_scores_gemma":[0.9970408,0.00015339142,0.00055211823,0.00088284875,0.0008867691,0.00048406443],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003199933,0.00036160115,0.00088725786,0.00033003476,0.00009806233,0.000020607951,0.00024326776,0.00017229552,0.00007696699],"category_scores_gemma":[0.00035829734,0.00027665397,0.00013872751,0.00081161683,0.0005734965,0.00034296117,0.00007843033,0.00043867642,0.0000067767405],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0154071925,0.0014747567,0.9675892,0.0003179009,0.0007163296,0.00032279422,0.0005041072,0.00033848837,0.011791728,0.0009514308,0.0000033468098,0.0005827473],"study_design_scores_gemma":[0.013978526,0.0071810563,0.9591813,0.00005631645,0.00036504187,0.00015944932,0.00017109422,0.00007297889,0.018242504,0.0003018142,0.0000049260225,0.0002849597],"about_ca_topic_score_codex":0.00058352045,"about_ca_topic_score_gemma":0.000053677602,"teacher_disagreement_score":0.008407843,"about_ca_system_score_codex":0.00019063271,"about_ca_system_score_gemma":0.00017225111,"threshold_uncertainty_score":0.9999686},"labels":[],"label_agreement":null},{"id":"W2043804408","doi":"10.1038/ajh.2009.43","title":"The Price of Obstructive Sleep Apnea-Hypopnea: Hypertension and Other Ill Effects","year":2009,"lang":"en","type":"review","venue":"American Journal of Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Obstructive sleep apnea; Confounding; Observational study; Context (archaeology); Hypopnea; Blood pressure; Apnea–hypopnea index; Cardiology; Sleep apnea; Nocturnal; Continuous positive airway pressure; Apnea; Intensive care medicine; Internal medicine; Polysomnography","score_opus":0.031591831279242005,"score_gpt":0.30708091080098465,"score_spread":0.2754890795217426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043804408","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0114452075,0.986558,0.00007023831,0.00031665675,0.00042612132,0.00094201823,0.000007189942,0.00001583793,0.0002186926],"genre_scores_gemma":[0.010955198,0.98590904,0.0020234508,0.00042106642,0.0005173447,0.000008071105,0.0000034554137,0.00012736599,0.000035011624],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956784,0.0007387147,0.0013662678,0.00046881722,0.0011775367,0.00057025923],"domain_scores_gemma":[0.99283266,0.002146072,0.0023175722,0.00065019535,0.0016251177,0.00042838557],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00087011233,0.0006130987,0.0040102233,0.00056984904,0.00020124127,0.00003568733,0.0004071374,0.00022370262,0.00000765047],"category_scores_gemma":[0.0017498516,0.00032412776,0.0008486378,0.00090558775,0.0012441381,0.0001460742,0.00016700674,0.0013864252,0.000011680851],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035533484,0.0001481913,0.00004376825,0.0014805542,0.00085373543,0.0005817828,0.000056948098,3.4620444e-7,0.00042219675,0.000033355853,0.0000911627,0.99593264],"study_design_scores_gemma":[0.003808933,0.010752471,0.0029449342,0.019319812,0.00854426,0.04925238,0.0011482696,0.00015613147,0.0003293361,0.00016730424,0.9026308,0.00094533927],"about_ca_topic_score_codex":0.000034096884,"about_ca_topic_score_gemma":8.8310793e-7,"teacher_disagreement_score":0.9949873,"about_ca_system_score_codex":0.00020149283,"about_ca_system_score_gemma":0.00019813706,"threshold_uncertainty_score":0.9999211},"labels":[],"label_agreement":null},{"id":"W2043852421","doi":"10.1111/j.1365-2869.2006.00528.x","title":"Night‐to‐night alterations in sleep apnea type in patients with heart failure","year":2006,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Central sleep apnea; Apnea; Heart failure; Medicine; Obstructive sleep apnea; Sleep apnea; Cardiology; Anesthesia; Internal medicine; Periodic breathing; Polysomnography","score_opus":0.021259986381369382,"score_gpt":0.3324509551655481,"score_spread":0.31119096878417873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043852421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898498,0.00010996974,0.00011373508,0.0075065815,0.00011184796,0.0008416467,0.000005869121,0.0000077139275,0.0014528049],"genre_scores_gemma":[0.9957215,0.0000027044512,0.0035256445,0.000087188644,0.00034565994,0.000016986285,0.000013712653,0.0000449129,0.00024166222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950521,0.00043914648,0.0007579383,0.00032490448,0.0025628374,0.000863068],"domain_scores_gemma":[0.9963054,0.0002958897,0.00010527272,0.0003905078,0.0025048715,0.00039806755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020575395,0.00018843295,0.000511314,0.0026259234,0.00012248351,0.00009781093,0.00032735767,0.00013992337,0.00032883254],"category_scores_gemma":[0.0006556787,0.00013895561,0.000082028644,0.0029489864,0.00018360918,0.00037769976,0.00012808041,0.0019184054,0.0001515121],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028766566,0.0013737794,0.985405,0.000050122544,0.000057138885,0.00029236227,0.00030750077,0.0006562571,0.003883889,0.0001956308,0.0029679027,0.0019337349],"study_design_scores_gemma":[0.0065119467,0.0029895552,0.9818896,0.00018350671,0.0000152268285,0.000057810747,0.00034106898,0.00073551456,0.002328719,0.00020185557,0.004576224,0.00016899142],"about_ca_topic_score_codex":0.00020722272,"about_ca_topic_score_gemma":0.0007396879,"teacher_disagreement_score":0.007419393,"about_ca_system_score_codex":0.0007131394,"about_ca_system_score_gemma":0.00021278905,"threshold_uncertainty_score":0.83346236},"labels":[],"label_agreement":null},{"id":"W2043877891","doi":"10.1016/j.sleep.2014.12.005","title":"Effect of below-the-knee compression stockings on severity of obstructive sleep apnea","year":2014,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto Sleep Institute; Toronto Rehabilitation Institute; Toronto General Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Toronto Rehabilitation Institute","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Airway; Anesthesia; Population; Hypopnea; Sleep apnea; Apnea–hypopnea index; Apnea; Internal medicine","score_opus":0.011391318223898697,"score_gpt":0.29970578823164523,"score_spread":0.2883144700077465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043877891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98731107,0.0002536427,0.0011593263,0.0013279126,0.00063516677,0.0013844337,0.000014010367,0.000056050078,0.007858418],"genre_scores_gemma":[0.99893284,0.000006317657,0.00018533139,0.00020680061,0.00044567077,0.000044988938,0.00003255959,0.000050812385,0.000094680414],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9960795,0.00064609357,0.00069379836,0.00050167023,0.0015923212,0.0004865889],"domain_scores_gemma":[0.99575704,0.0020562164,0.00041440479,0.0010316286,0.00046586635,0.00027486536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018871339,0.00037063326,0.0011685255,0.00034726236,0.00012834658,0.0000040549867,0.00037583613,0.00018348929,0.0003651355],"category_scores_gemma":[0.0026701833,0.0002151923,0.00019572537,0.0006081341,0.0013062098,0.000076018296,0.00019158101,0.00074309064,0.0000280224],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008371271,0.00047322872,0.11105962,0.0019741026,0.0007679262,0.000035436184,0.002152434,0.0000857556,0.13294159,0.0018390022,0.0006257807,0.73967385],"study_design_scores_gemma":[0.023489594,0.027372206,0.46769115,0.0017085391,0.001187566,0.00012236343,0.0006424872,0.016453236,0.45764348,0.0007788157,0.0024067683,0.0005038132],"about_ca_topic_score_codex":0.00015498757,"about_ca_topic_score_gemma":0.000004530606,"teacher_disagreement_score":0.73917,"about_ca_system_score_codex":0.00012361885,"about_ca_system_score_gemma":0.00001717268,"threshold_uncertainty_score":0.8775287},"labels":[],"label_agreement":null},{"id":"W2043940802","doi":"10.1109/ifsa-nafips.2013.6608397","title":"A preliminary fuzzy model for screening obstructive sleep apnea","year":2013,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University; University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Medicine; Heart failure; Sleep apnea; Coronary artery disease; Sleep (system call); Disease; Intensive care medicine; Cardiology; Internal medicine; Physical therapy; Computer science","score_opus":0.036899512118659994,"score_gpt":0.30537542225199016,"score_spread":0.26847591013333016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043940802","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33928812,0.000111280766,0.62371796,0.002220356,0.0001128152,0.0035819574,0.00002338851,0.00023245513,0.030711686],"genre_scores_gemma":[0.82116127,0.0000011139022,0.17354615,0.00029106537,0.00014812802,0.0005797948,0.000028762108,0.000054585653,0.00418913],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99818015,0.00002690868,0.0002810257,0.00047035204,0.00043539822,0.0006061644],"domain_scores_gemma":[0.9983991,0.00019488926,0.000058905385,0.0004395883,0.00057929876,0.0003282303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001549634,0.00021712188,0.00032491636,0.00019771392,0.0001390894,0.00004342183,0.00017172485,0.00013648326,0.0004971517],"category_scores_gemma":[0.00028083604,0.00017838305,0.00017697562,0.0002079636,0.00015318826,0.00033719058,0.00015173705,0.00026873365,0.00019912682],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002824512,0.0005873786,0.01634563,0.0005299777,0.0010009523,0.00003498808,0.0022558048,0.0023419724,0.047077414,0.016233789,0.0053110197,0.90545654],"study_design_scores_gemma":[0.00239252,0.000558188,0.022844238,0.000017409599,0.00008166312,0.0000502187,0.0009775044,0.96301657,0.0045412043,0.005200875,0.00010474434,0.00021487947],"about_ca_topic_score_codex":0.000074853124,"about_ca_topic_score_gemma":0.0000028380666,"teacher_disagreement_score":0.9606746,"about_ca_system_score_codex":0.00009525559,"about_ca_system_score_gemma":0.00003126097,"threshold_uncertainty_score":0.727425},"labels":[],"label_agreement":null},{"id":"W2044598558","doi":"10.1542/peds.2013-1884","title":"Variation in Quality of Tonsillectomy Perioperative Care and Revisit Rates in Children’s Hospitals","year":2014,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Tonsillectomy; Perioperative; Vomiting; Pediatrics; Retrospective cohort study; Interquartile range; Emergency medicine; Cohort; Anesthesia; Surgery; Internal medicine","score_opus":0.010856241377279868,"score_gpt":0.31758702475396394,"score_spread":0.3067307833766841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044598558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968914,0.0015898806,0.00008500478,0.00012942597,0.000025715794,0.0004942195,0.000011675923,0.0000078190205,0.0007648652],"genre_scores_gemma":[0.99871945,0.00024394985,0.0008548908,0.000021897908,0.00010562282,0.000015603218,0.00001722977,0.00000970478,0.000011672439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988514,0.00020559682,0.00030843093,0.00022202257,0.0002518647,0.00016066483],"domain_scores_gemma":[0.9992714,0.00021655894,0.00007677125,0.0001595295,0.00021753677,0.000058227564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055659685,0.00009073297,0.00029799904,0.00027243112,0.000021592261,0.000011992058,0.000048443828,0.00007641721,0.00002657624],"category_scores_gemma":[0.0018152922,0.00008250688,0.000027607528,0.0004920264,0.000048058453,0.00007976041,0.000050019295,0.00019428408,0.00000341994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004361109,0.000038890274,0.9913139,0.00017246952,0.0000062418144,9.16846e-7,0.0035314152,0.000005786018,0.0007319954,0.00038998513,0.0000025372603,0.003762287],"study_design_scores_gemma":[0.0016944996,0.00018665082,0.99677414,0.000013096005,0.000016488479,0.0000017315976,0.00055012415,0.00016101798,0.00046689497,0.000049222876,0.000007915223,0.00007820288],"about_ca_topic_score_codex":0.0004742277,"about_ca_topic_score_gemma":0.00005574045,"teacher_disagreement_score":0.005460291,"about_ca_system_score_codex":0.00011811084,"about_ca_system_score_gemma":0.00004569227,"threshold_uncertainty_score":0.3364533},"labels":[],"label_agreement":null},{"id":"W2044784635","doi":"10.1164/ajrccm.169.11.964","title":"Control, Upper Airway, and Sleep Apnea","year":2004,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Sleep apnea; Airway; Obstructive sleep apnea; Sleep apnea syndromes; Continuous positive airway pressure; Apnea; Sleep (system call); Intensive care medicine; Anesthesia; Polysomnography","score_opus":0.016209375292843522,"score_gpt":0.3164146734023766,"score_spread":0.3002052981095331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044784635","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07134102,0.046023365,0.0011963124,0.8788161,0.0007362458,0.0004985749,0.000060727165,0.000033796336,0.0012938275],"genre_scores_gemma":[0.5889352,0.00008303203,0.00026226224,0.40456477,0.0060568633,0.0000066968987,0.000008093546,0.00006685901,0.000016232296],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961273,0.0004143865,0.00089559663,0.0004814032,0.0014296378,0.0006516542],"domain_scores_gemma":[0.99554044,0.001115321,0.0003306189,0.00036688655,0.0018458305,0.0008008852],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00062035053,0.00047948703,0.0018552144,0.0006271833,0.00013512767,0.000034382385,0.00020824936,0.00037153278,0.0002450434],"category_scores_gemma":[0.0025890598,0.00033554318,0.00019247163,0.00036783662,0.0059856875,0.00013167053,0.00007362782,0.003998997,0.000005935818],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040400615,0.00022510768,0.032592583,0.006013371,0.0019865015,0.05289625,0.0027676215,0.0000016757089,0.0026052548,0.001074541,0.10499705,0.7908],"study_design_scores_gemma":[0.01729399,0.06032882,0.010344315,0.0026990115,0.0050243246,0.010864371,0.008837249,0.000019401694,0.00031359802,0.0005293898,0.8826936,0.0010519384],"about_ca_topic_score_codex":0.0000375498,"about_ca_topic_score_gemma":0.0000011085477,"teacher_disagreement_score":0.7897481,"about_ca_system_score_codex":0.00021580362,"about_ca_system_score_gemma":0.00026520435,"threshold_uncertainty_score":0.99990964},"labels":[],"label_agreement":null},{"id":"W2045001996","doi":"10.5664/jcsm.4278","title":"Obstructive Sleep Apnea and Mandibular Advancement Splints: Occlusal Effects and Progression of Changes Associated with a Decade of Treatment","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Splints; Sleep apnea; Dentistry; Orthodontics; Sleep (system call); Anesthesia","score_opus":0.0304618151871566,"score_gpt":0.3917120383267229,"score_spread":0.36125022313956634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045001996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929418,0.0022005092,0.0016848064,0.0020829344,0.00024804095,0.0006951132,0.0000048980432,0.00000791562,0.00013399746],"genre_scores_gemma":[0.99586624,0.0007424056,0.0027538128,0.00009978313,0.0004769313,0.000009348472,0.000006242933,0.000027657114,0.000017572092],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966327,0.00041865325,0.0013542363,0.0003086217,0.0009810344,0.00030473777],"domain_scores_gemma":[0.99437493,0.0024218692,0.0016297433,0.00024588977,0.00080708077,0.0005205067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022744527,0.0002658606,0.0018198013,0.00026555356,0.000047218964,0.0000044696662,0.000113458795,0.00019629594,0.000030437124],"category_scores_gemma":[0.00520312,0.00014515294,0.00011357482,0.0002509398,0.0010691572,0.00008822589,0.000080669706,0.0004757161,3.715022e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006417087,0.0010224788,0.41589144,0.00049840374,0.0016924369,0.00015517985,0.000542366,0.0000061121,0.0057884287,0.00011342461,0.000010827469,0.56786186],"study_design_scores_gemma":[0.039075166,0.09570275,0.845694,0.0031982057,0.002077705,0.00027954645,0.0004523596,0.0021777134,0.010255309,0.00033110008,0.0005631233,0.0001930437],"about_ca_topic_score_codex":0.000010354829,"about_ca_topic_score_gemma":0.00001196126,"teacher_disagreement_score":0.5676688,"about_ca_system_score_codex":0.00012436579,"about_ca_system_score_gemma":0.000047664602,"threshold_uncertainty_score":0.62289965},"labels":[],"label_agreement":null},{"id":"W2045026376","doi":"10.6000/1929-4247.2012.01.01.03","title":"Obesity, Insulin Resistance, Hypertension and Sleep in the Child","year":2012,"lang":"en","type":"article","venue":"International Journal of Child Health and Nutrition","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Insulin resistance; Obesity; Sleep apnea; Obstructive sleep apnea; Sleep (system call); Internal medicine; Endocrinology; Weight loss; Diabetes mellitus; Apnea","score_opus":0.01902071096942919,"score_gpt":0.31707108213781243,"score_spread":0.29805037116838323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045026376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8640563,0.024609355,0.000055335488,0.109878905,0.00025539054,0.00024386645,0.0000060562006,0.0000030521446,0.00089172804],"genre_scores_gemma":[0.98706883,0.0065087173,0.0003339774,0.0051527577,0.00091408205,0.000002889195,0.000010338983,0.0000052453515,0.000003137816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998873,0.000104402265,0.00030352792,0.000070648704,0.0004888577,0.00015954053],"domain_scores_gemma":[0.9993185,0.00008179531,0.00014472757,0.00005301127,0.00021598542,0.00018599602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007070357,0.00006281814,0.00015949759,0.0002612034,0.00008177411,0.000020915319,0.00007665749,0.00004067644,0.000008215125],"category_scores_gemma":[0.00015098667,0.00004265372,0.00003400089,0.00009422174,0.000053592423,0.00021068283,0.000024377097,0.00038527828,0.0000012645462],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013570641,0.007705605,0.7524449,0.0012336022,0.0004220633,0.00042615083,0.005671317,0.0000010380553,0.00051986525,0.01950435,0.008750889,0.18974958],"study_design_scores_gemma":[0.0058174226,0.0004609461,0.95887053,0.0009120374,0.000016789843,0.003919881,0.0005687395,0.000037075617,0.00011586502,0.0009173075,0.028302144,0.00006127814],"about_ca_topic_score_codex":0.000011345838,"about_ca_topic_score_gemma":0.000014424088,"teacher_disagreement_score":0.2064256,"about_ca_system_score_codex":0.00008161578,"about_ca_system_score_gemma":0.000021048412,"threshold_uncertainty_score":0.17393681},"labels":[],"label_agreement":null},{"id":"W2045045462","doi":"10.5664/jcsm.2334","title":"Diagnostic Value of Screening Instruments for Identifying Obstructive Sleep Apnea in Kidney Failure","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; Alberta Kidney Disease Network; University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep (system call); Intensive care medicine; Sleep apnea; Polysomnography; Sleep apnea syndromes; Apnea; Internal medicine; Physical therapy","score_opus":0.06828318276991942,"score_gpt":0.4090720141220876,"score_spread":0.3407888313521682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045045462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734766,0.00037216322,0.014232224,0.008587164,0.0015026575,0.0014578953,0.00001219865,0.000013553624,0.00034557455],"genre_scores_gemma":[0.9749361,0.00007666842,0.022281226,0.00073731225,0.001826182,0.000036749978,0.000014870834,0.000055259603,0.000035588346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99306005,0.00039224283,0.0039186133,0.00041894562,0.0015798977,0.0006302431],"domain_scores_gemma":[0.98894256,0.005863403,0.0018913305,0.00043612038,0.0017249873,0.0011416111],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0039833523,0.00032529625,0.0020500661,0.00074474886,0.00006860588,0.000020384201,0.0004958568,0.0003416796,0.0006009163],"category_scores_gemma":[0.061484896,0.00023436885,0.00054849376,0.0006938713,0.00071213953,0.0005262902,0.00015806062,0.0015639728,0.000016266693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013908751,0.0006035,0.7273474,0.000556269,0.0008839726,0.00013864158,0.000437906,0.000045180488,0.0036069853,0.0002991124,0.0008731656,0.26381704],"study_design_scores_gemma":[0.026551109,0.0042668995,0.9507922,0.0028171693,0.00065792596,0.0002592042,0.0021582656,0.006920632,0.0015798153,0.0029557506,0.0007963756,0.00024468376],"about_ca_topic_score_codex":0.00012239003,"about_ca_topic_score_gemma":0.000008443684,"teacher_disagreement_score":0.26357237,"about_ca_system_score_codex":0.00014339745,"about_ca_system_score_gemma":0.00014107287,"threshold_uncertainty_score":0.9557285},"labels":[],"label_agreement":null},{"id":"W2045236739","doi":"10.1016/j.resp.2012.06.018","title":"Impact of CPAP interface and mandibular advancement device on upper airway mechanical properties assessed with phrenic nerve stimulation in sleep apnea patients","year":2012,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Anesthesia; Apnea; Airway; Continuous positive airway pressure; Pharynx; Airway resistance; Phrenic nerve; Biomedical engineering; Respiratory system; Surgery; Anatomy","score_opus":0.029006295873870293,"score_gpt":0.31973152430332635,"score_spread":0.2907252284294561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045236739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986417,0.0002472626,0.000053225114,0.00004273127,0.0001055995,0.0008378164,0.000011131394,0.000022809894,0.00003766756],"genre_scores_gemma":[0.99952644,0.0000071632794,0.000071097915,0.00020415484,0.00006278584,0.00006163844,0.00002557735,0.000036017613,0.0000051374304],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9977593,0.0006134755,0.000412204,0.0004876615,0.00015641109,0.0005709491],"domain_scores_gemma":[0.99890804,0.0001870026,0.0001837921,0.0003847255,0.0001852261,0.00015121479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022085804,0.00028782763,0.00060560915,0.0002557691,0.000048520684,0.000003866542,0.00012230877,0.00019442485,0.00007744982],"category_scores_gemma":[0.0001472518,0.00019109291,0.00007980334,0.00021574927,0.00031622202,0.00015843546,0.00014827731,0.00043266674,0.000021274678],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039187707,0.00075868797,0.28974122,0.00007507133,0.000119951816,0.0000028684838,0.00006833144,0.00049306394,0.7032508,0.000055238223,0.000002844538,0.0015131036],"study_design_scores_gemma":[0.003913182,0.009682828,0.9042763,0.0000480907,0.00004883616,0.000006581991,0.000023234163,0.00048092968,0.08125709,0.00000941732,0.00008883981,0.00016465438],"about_ca_topic_score_codex":0.000016395055,"about_ca_topic_score_gemma":0.000004504411,"teacher_disagreement_score":0.6219937,"about_ca_system_score_codex":0.00016322325,"about_ca_system_score_gemma":0.000045287423,"threshold_uncertainty_score":0.7792543},"labels":[],"label_agreement":null},{"id":"W2045259558","doi":"10.2147/ndt.s73730","title":"Aberrant spontaneous low-frequency brain activity in male patients with severe obstructive sleep apnea revealed by resting-state functional MRI","year":2015,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Jiangxi Provincial Department of Science and Technology","keywords":"Medicine; Obstructive sleep apnea; Epworth Sleepiness Scale; Resting state fMRI; Cardiology; Audiology; Receiver operating characteristic; Internal medicine; Brain activity and meditation; Precuneus; Body mass index; Apnea; Functional magnetic resonance imaging; Polysomnography; Electroencephalography; Psychiatry; Radiology","score_opus":0.011112017123745634,"score_gpt":0.23604068305338866,"score_spread":0.22492866592964303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045259558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995563,0.0003162009,0.00004311612,0.0010047543,0.00020474783,0.0015007016,0.00030236616,0.00005601255,0.0010091437],"genre_scores_gemma":[0.9982657,0.000031218573,0.00027626375,0.00014081362,0.00008557431,0.00012704787,0.00017192854,0.000055427587,0.0008460649],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99748284,0.0002153315,0.00027167407,0.0007986766,0.0007232806,0.0005082],"domain_scores_gemma":[0.9981776,0.000136752,0.00012571043,0.0004284348,0.00020576133,0.00092577713],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008597187,0.0003915873,0.00039271745,0.00024204473,0.00011696633,0.000038117938,0.00007680617,0.000055936765,0.00005857957],"category_scores_gemma":[0.00011689927,0.00029402823,0.00008334305,0.00052805094,0.0001298235,0.00018245795,0.00004964492,0.00023935041,0.000031197123],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011159302,0.002890087,0.9605518,0.00007301095,0.00021892223,0.0035318418,0.00018830874,0.00006927732,0.00009610305,0.000016636342,0.0003335822,0.020871125],"study_design_scores_gemma":[0.015171965,0.0023268517,0.9808928,0.000031497508,0.0002543023,0.0003584673,0.000057849862,0.00034877277,0.000014584663,0.00017781928,0.00008207924,0.0002830427],"about_ca_topic_score_codex":0.00029528217,"about_ca_topic_score_gemma":0.00009988498,"teacher_disagreement_score":0.020588083,"about_ca_system_score_codex":0.00048564604,"about_ca_system_score_gemma":0.00021045629,"threshold_uncertainty_score":0.9999512},"labels":[],"label_agreement":null},{"id":"W2045285113","doi":"10.1016/j.jsmc.2012.11.004","title":"A Screening Tool of Obstructive Sleep Apnea","year":2012,"lang":"en","type":"article","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Sleep (system call); Physical therapy; Internal medicine; Cardiology","score_opus":0.053610284444156685,"score_gpt":0.3619198800956979,"score_spread":0.30830959565154126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045285113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9597322,0.002798318,0.018917438,0.0023628706,0.002196005,0.0013331402,0.000041362382,0.0001632733,0.012455443],"genre_scores_gemma":[0.9861911,0.000052574374,0.010354867,0.0008403092,0.002080611,0.00003775586,0.00007728514,0.00008570715,0.00027981424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99577874,0.00018886497,0.0012167237,0.00048494764,0.0013501117,0.0009806216],"domain_scores_gemma":[0.9963925,0.00093998667,0.00043889353,0.0009589376,0.0006270268,0.00064265623],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001835366,0.0003744023,0.0010907985,0.00044349203,0.000110149485,0.000006354594,0.00031778312,0.00028406334,0.0012221461],"category_scores_gemma":[0.003535222,0.00029950196,0.00027474356,0.0008601359,0.00094413204,0.00029348396,0.0002367293,0.00091814355,0.00013557727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010393532,0.0005938107,0.55568224,0.00036721537,0.000850238,0.000049428305,0.002317583,0.000010535782,0.0047805617,0.0023345905,0.0006695641,0.43130484],"study_design_scores_gemma":[0.018852074,0.0036649692,0.92024195,0.0006248207,0.0019197575,0.00047673366,0.009283728,0.00956597,0.007859984,0.0007804163,0.025756245,0.0009733432],"about_ca_topic_score_codex":0.000028755461,"about_ca_topic_score_gemma":0.0000014421786,"teacher_disagreement_score":0.4303315,"about_ca_system_score_codex":0.00012028935,"about_ca_system_score_gemma":0.000042196585,"threshold_uncertainty_score":0.9999457},"labels":[],"label_agreement":null},{"id":"W2045409031","doi":"10.1016/j.ajodo.2013.02.027","title":"Craniofacial morphology in pediatric patients with persistent obstructive sleep apnea with or without positive airway pressure therapy: A cross-sectional cephalometric comparison with controls","year":2013,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Craniofacial; Medicine; Obstructive sleep apnea; Cephalometry; Cephalometric analysis; Sleep apnea; Airway; Dentistry; Apnea; Orthodontics; Surgery; Anesthesia","score_opus":0.015138808232673103,"score_gpt":0.28839780395392006,"score_spread":0.27325899572124696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045409031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937699,0.00031735506,0.004084421,0.000102272264,0.00014684757,0.001380523,0.000056331774,0.000016032622,0.00012635694],"genre_scores_gemma":[0.993606,0.000115120274,0.0056637535,0.00013909087,0.0002901254,0.000036294456,0.000019143727,0.00007328156,0.000057232934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99592227,0.00028616135,0.0009003291,0.0005412604,0.001661345,0.00068866427],"domain_scores_gemma":[0.9950862,0.0002833297,0.0011671439,0.00024258374,0.002602772,0.00061797426],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043597896,0.0004846202,0.001373055,0.0010268895,0.00020260508,0.00017933782,0.00020886843,0.0001473275,0.00010076805],"category_scores_gemma":[0.00020661455,0.0002868627,0.00017984872,0.0016869165,0.0011952199,0.00048789755,0.00007129028,0.0010222109,0.0000034469474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018415742,0.0008135541,0.96009564,0.000037275313,0.0010374181,0.000219902,0.00091422145,0.00026046173,0.000027453578,0.000009909925,0.0000028842235,0.018165547],"study_design_scores_gemma":[0.015093091,0.020500505,0.9612294,0.00003287266,0.0005267319,0.00061470416,0.0010274459,0.00052989204,0.000012867233,0.0000019454615,0.000070094604,0.0003604398],"about_ca_topic_score_codex":0.00025524964,"about_ca_topic_score_gemma":0.00009777461,"teacher_disagreement_score":0.01968695,"about_ca_system_score_codex":0.00015517547,"about_ca_system_score_gemma":0.00032339167,"threshold_uncertainty_score":0.99995834},"labels":[],"label_agreement":null},{"id":"W2045651005","doi":"10.5665/sleep.1156","title":"Pregnant Women with Gestational Hypertension May Have a High Frequency of Sleep Disordered Breathing","year":2011,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Health Research Foundation; University of Saskatchewan","keywords":"Sleep disordered breathing; Medicine; Sleep (system call); Breathing; Polysomnography; Pregnancy; Cardiology; Obstetrics; Gestational hypertension; Gestation; Audiology; Internal medicine; Obstructive sleep apnea; Anesthesia; Apnea","score_opus":0.026675576552851705,"score_gpt":0.2528257210117348,"score_spread":0.22615014445888307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045651005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931972,0.00017130756,0.0012544502,0.00025644677,0.00008272244,0.000574091,0.000028224513,0.000053554046,0.0043820147],"genre_scores_gemma":[0.9874744,0.00001131687,0.012052416,0.00006390718,0.0000488966,0.00008175515,0.00003437353,0.00004666436,0.0001863015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981119,0.000069078575,0.00030064397,0.00037411,0.0006821889,0.00046205687],"domain_scores_gemma":[0.9987597,0.000060009505,0.00012627261,0.00042509424,0.00041297646,0.00021593524],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019559643,0.00019501762,0.0003602632,0.0002059716,0.00007865846,0.00000918546,0.00014496206,0.000093042225,0.0009631162],"category_scores_gemma":[0.00011942517,0.00014189347,0.000051356394,0.0002227311,0.00023898958,0.00016435076,0.00007287199,0.0002570443,0.000041082367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004005563,0.002809852,0.6849478,0.00076451997,0.0012861877,0.0014696062,0.023105381,0.00003267272,0.097458206,0.008861474,0.000041748575,0.17521702],"study_design_scores_gemma":[0.006232218,0.0020579991,0.96797234,0.0003160487,0.0001791,0.00035920256,0.0032026717,0.0013170729,0.015047982,0.0029089665,0.0000426667,0.00036373356],"about_ca_topic_score_codex":0.0006859974,"about_ca_topic_score_gemma":0.00003778055,"teacher_disagreement_score":0.28302455,"about_ca_system_score_codex":0.00016322063,"about_ca_system_score_gemma":0.00005608294,"threshold_uncertainty_score":0.9999501},"labels":[],"label_agreement":null},{"id":"W2046131459","doi":"10.1007/s11325-006-0084-8","title":"Review of oral appliances for treatment of sleep-disordered breathing","year":2006,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":354,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Oral appliance; Uvulopalatopharyngoplasty; Continuous positive airway pressure; Obstructive sleep apnea; Anesthesia; Hypopnea; Apnea–hypopnea index; Sleep apnea; Placebo; Population; Randomized controlled trial; Apnea; Polysomnography; Surgery","score_opus":0.06639094841309516,"score_gpt":0.38567774628734874,"score_spread":0.31928679787425357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046131459","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000033635773,0.99384177,0.00045075276,0.000069948044,0.0001278461,0.0040527154,0.0002669306,0.000035934983,0.0011204698],"genre_scores_gemma":[0.000070311566,0.99368644,0.0049159657,0.000030842628,0.0001748556,0.00041516684,0.00045256005,0.00009302513,0.00016082398],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99697745,0.0001403664,0.0012789284,0.0006714413,0.00044558148,0.00048624002],"domain_scores_gemma":[0.99783576,0.00037615382,0.00076800905,0.000571712,0.00029243037,0.00015593113],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005304095,0.0006114014,0.0041516437,0.00032087558,0.00010606455,0.000020186595,0.00019664642,0.0003128484,0.000042759028],"category_scores_gemma":[0.00012893246,0.00043228138,0.0010358698,0.00043299905,0.00021756205,0.00010031921,0.00008554835,0.00019239611,0.000003818633],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000379507,0.00023508185,0.00004610811,0.25589907,0.00065794075,0.000017116115,0.000066523426,1.2032578e-7,0.000004300509,0.00008252444,0.00004843845,0.7429048],"study_design_scores_gemma":[0.0021565093,0.0012297012,0.000012831114,0.12978166,0.0068202983,0.00033532665,0.000059053345,0.00008931198,0.000048083548,0.00006756631,0.858986,0.00041363636],"about_ca_topic_score_codex":0.00029596366,"about_ca_topic_score_gemma":0.0000082426295,"teacher_disagreement_score":0.85893756,"about_ca_system_score_codex":0.00022232882,"about_ca_system_score_gemma":0.000112934395,"threshold_uncertainty_score":0.9998129},"labels":[],"label_agreement":null},{"id":"W2046231139","doi":"10.1007/s11325-002-0129-6","title":"Acoustic Reflection: Review and Clinical Applications for Sleep- Disordered Breathing","year":2002,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Medicine; Airway; Gold standard (test); Continuous positive airway pressure; Breathing; Intensive care medicine; Candidacy; Otorhinolaryngology; Polysomnography; Population; Positive airway pressure; Sleep disordered breathing; Neurology; Obstructive sleep apnea; Physical therapy; Surgery; Cardiology; Anesthesia; Internal medicine","score_opus":0.09046377472477826,"score_gpt":0.4288042630688205,"score_spread":0.3383404883440423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046231139","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002750965,0.9847126,0.007329458,0.00044619877,0.00016982204,0.0059518195,0.00008707205,0.00012419192,0.0011761005],"genre_scores_gemma":[0.000038675546,0.9934225,0.0034160095,0.00028430138,0.0007808423,0.0012113197,0.00019837123,0.00012618766,0.00052178383],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965104,0.0002387729,0.0012153084,0.0011266547,0.0003552949,0.0005535837],"domain_scores_gemma":[0.9972895,0.00095624913,0.00040983554,0.0006799452,0.00024135549,0.00042313847],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011036822,0.0005804357,0.0027103035,0.00026903674,0.0004773477,0.00011083167,0.00019938352,0.00054747675,0.00008415656],"category_scores_gemma":[0.000551459,0.0004632028,0.0006313847,0.0005102565,0.00025551152,0.00015499187,0.00021607622,0.001192668,0.00003118008],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012299859,0.000120203906,0.00003686735,0.081366785,0.00062432437,0.000019817053,0.000032261974,4.4383363e-8,4.111012e-7,0.00008230063,0.0001429026,0.91756177],"study_design_scores_gemma":[0.0011300924,0.00036678507,0.000023479024,0.019667475,0.014568603,0.0020485248,0.000037187292,0.0004029152,1.42987e-7,0.00009881089,0.9611471,0.00050885964],"about_ca_topic_score_codex":0.000013987291,"about_ca_topic_score_gemma":0.000004900658,"teacher_disagreement_score":0.9610042,"about_ca_system_score_codex":0.00017022427,"about_ca_system_score_gemma":0.00005862385,"threshold_uncertainty_score":0.99978197},"labels":[],"label_agreement":null},{"id":"W2046697072","doi":"10.1038/sj.ijo.0803159","title":"Relationship between severity of nocturnal desaturation and adaptive thermogenesis: preliminary data of apneic patients tested in a whole-body indirect calorimetry chamber","year":2005,"lang":"en","type":"article","venue":"International Journal of Obesity","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Cegep de Sainte Foy; Université Laval","funders":"Canada Research Chairs","keywords":"Nocturnal; Thermogenesis; Medicine; Apnea; Internal medicine; Obstructive sleep apnea; Calorimetry; Thermoregulation; Anesthesia; Body weight; Endocrinology; Obesity","score_opus":0.06559059822887948,"score_gpt":0.34347766576358446,"score_spread":0.277887067534705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046697072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99841326,0.00020789342,0.00047297712,0.00033899338,0.000100443176,0.00020641515,0.00017992953,0.0000033169213,0.00007673883],"genre_scores_gemma":[0.9970161,0.000007601144,0.0026426862,0.00001529586,0.00022098132,9.831335e-7,0.000070186856,0.000010745932,0.000015420512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979019,0.00018326755,0.000695888,0.00017000391,0.0009273483,0.00012159268],"domain_scores_gemma":[0.99751,0.00046798502,0.0006315513,0.00019712746,0.0010943303,0.0000989954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000755819,0.000114646515,0.00033234837,0.00051964476,0.000025654008,0.000009733757,0.00028524373,0.000103593346,0.000023403984],"category_scores_gemma":[0.0011337806,0.000098859804,0.00006300731,0.0002334916,0.000122044265,0.0005606201,0.00019798188,0.0004265368,0.0000018616516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013042326,0.0004892685,0.9863732,0.000034622906,0.00021871134,0.000023938672,0.00034519174,0.000015250701,0.0017224798,0.000020779438,0.000019740477,0.00943257],"study_design_scores_gemma":[0.0024147895,0.00043980798,0.98889506,0.00016613839,0.00010776415,0.00008566903,0.000066439905,0.00078983366,0.0068454244,0.000107017135,0.000013946206,0.000068138026],"about_ca_topic_score_codex":0.000060743954,"about_ca_topic_score_gemma":0.000019192146,"teacher_disagreement_score":0.009364432,"about_ca_system_score_codex":0.0002325733,"about_ca_system_score_gemma":0.00011580068,"threshold_uncertainty_score":0.40313858},"labels":[],"label_agreement":null},{"id":"W2046998105","doi":"10.1007/s11325-001-0115-4","title":"Knowledge of Sleep Apnea in a Sample Grouping of Primary Care Physicians","year":2001,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Sleep apnea; Primary care; Neurology; Family medicine; Otorhinolaryngology; Apnea; Sleep (system call); Incidence (geometry); Obstructive sleep apnea; Sleep medicine; Sleep disorder; Psychiatry; Internal medicine; Insomnia","score_opus":0.02003145475644628,"score_gpt":0.28501968564313984,"score_spread":0.26498823088669354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046998105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858918,0.002319256,0.0015375618,0.00006579122,0.00006931804,0.0003156818,0.000017745173,0.000021614464,0.009761227],"genre_scores_gemma":[0.9982515,0.00004569847,0.0014900793,0.000037982372,0.00009123635,0.000009446937,0.000032324326,0.000022963373,0.000018743916],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99884343,0.000057310266,0.000315794,0.00026179553,0.00022382184,0.0002978295],"domain_scores_gemma":[0.99925303,0.00017889676,0.000089722605,0.0002349981,0.00016987682,0.00007347942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020047327,0.0001384909,0.00045221156,0.0002741045,0.00004832998,0.000007960502,0.00009315229,0.0000825674,0.000019740794],"category_scores_gemma":[0.00008984307,0.00013031405,0.00008756746,0.00044464547,0.00014680345,0.00012720267,0.0001190426,0.00024116146,0.0000021295186],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022690756,0.00030274852,0.27149627,0.0012502093,0.00010079821,0.00005133283,0.015146657,0.000009857726,0.0323221,0.0002498365,0.0000018239134,0.6788415],"study_design_scores_gemma":[0.012136218,0.0012736246,0.90577394,0.0022060536,0.00041059047,0.00028140988,0.027949437,0.01649875,0.031206867,0.00069205667,0.0008656945,0.0007053796],"about_ca_topic_score_codex":0.00055687287,"about_ca_topic_score_gemma":0.00008444969,"teacher_disagreement_score":0.67813605,"about_ca_system_score_codex":0.00013167785,"about_ca_system_score_gemma":0.000022186303,"threshold_uncertainty_score":0.53140527},"labels":[],"label_agreement":null},{"id":"W2047285241","doi":"10.1007/s11325-012-0712-4","title":"Updates in oral appliance therapy for snoring and obstructive sleep apnea","year":2012,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Medicine; Oral appliance; Obstructive sleep apnea; Otorhinolaryngology; Neurology; Polysomnography; Temporomandibular joint; Sleep apnea; Airway; Tongue; Physical therapy; Intensive care medicine; Dentistry; Pediatrics; Apnea; Surgery; Anesthesia","score_opus":0.06087617041822368,"score_gpt":0.3559490953816417,"score_spread":0.295072924963418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047285241","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020175695,0.99417245,0.00043524304,0.000049118942,0.0002526577,0.0025950503,0.000054588672,0.000049133494,0.0003741962],"genre_scores_gemma":[0.006452168,0.98768705,0.0043930076,0.000045180972,0.0005680255,0.0005466918,0.00011671969,0.0001294482,0.00006169669],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753785,0.000113508235,0.00053173286,0.0007594872,0.00029555493,0.0007618578],"domain_scores_gemma":[0.99870324,0.00037796097,0.00020370031,0.000346172,0.00009454693,0.00027438512],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00062423263,0.0005611692,0.0017586937,0.00038019283,0.00016925791,0.00009205513,0.00016449169,0.0003979905,0.000026859998],"category_scores_gemma":[0.000078494944,0.00043496172,0.00022323646,0.00033753167,0.00020414348,0.0002820074,0.00017824181,0.0007922149,0.000008957281],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086004846,0.000069784415,0.0015838908,0.0072757825,0.0003377119,0.000028673347,0.00041044055,7.5410156e-8,0.000010714087,0.00032346003,0.000001928536,0.98987156],"study_design_scores_gemma":[0.0069920844,0.00050597865,0.0025699453,0.007918703,0.0021808946,0.0013376364,0.0008145471,0.00070771447,0.00010204128,0.0009425724,0.9742883,0.0016395798],"about_ca_topic_score_codex":0.000058758884,"about_ca_topic_score_gemma":0.00000771498,"teacher_disagreement_score":0.98823196,"about_ca_system_score_codex":0.00018820845,"about_ca_system_score_gemma":0.000033098913,"threshold_uncertainty_score":0.9998102},"labels":[],"label_agreement":null},{"id":"W2047358959","doi":"10.1002/ppul.21469","title":"Descriptive analysis of central sleep apnea in childhood at a single center","year":2011,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Polysomnogram; Pediatrics; Central sleep apnea; Single Center; Apnea; Sleep study; Sleep apnea; Periodic breathing; Retrospective cohort study; Polysomnography; Obstructive sleep apnea; Internal medicine","score_opus":0.028604555206410618,"score_gpt":0.25480140101306475,"score_spread":0.22619684580665414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047358959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994405,0.00036624243,0.00023160707,0.000100127094,0.00017451939,0.00034045737,0.000039424383,0.000030865485,0.0043117953],"genre_scores_gemma":[0.9988644,0.00005002671,0.00077266805,0.000038879596,0.00011795458,0.000023519193,0.000050981675,0.000022709102,0.000058820704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979647,0.00013412142,0.0004740554,0.00045322886,0.0002535531,0.00072037254],"domain_scores_gemma":[0.99903923,0.00007419383,0.00016220515,0.0004029668,0.00012840748,0.0001930103],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015647369,0.00018345028,0.00064989185,0.0017147923,0.00003052313,0.0000032153914,0.00020227476,0.0001982758,0.0009395471],"category_scores_gemma":[0.00022319355,0.00017123422,0.00023840783,0.002061677,0.00015898238,0.0000773094,0.0002075532,0.00030702224,0.000056894085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042527748,0.0015398543,0.9897145,0.000024677873,0.0006257052,0.00014977508,0.0028404703,0.000004002146,0.0011229059,0.00007298545,0.000017700173,0.0034621595],"study_design_scores_gemma":[0.0016136975,0.0004176074,0.994033,0.0000017461689,0.001138793,0.00004649835,0.00030813846,0.0007214029,0.0014810719,0.00007595605,0.0000328132,0.00012932152],"about_ca_topic_score_codex":0.0003027668,"about_ca_topic_score_gemma":0.0002690746,"teacher_disagreement_score":0.004459479,"about_ca_system_score_codex":0.00036442114,"about_ca_system_score_gemma":0.000035998735,"threshold_uncertainty_score":0.9999737},"labels":[],"label_agreement":null},{"id":"W2047411682","doi":"10.1164/rccm.200302-201oc","title":"Contributions of Upper Airway Mechanics and Control Mechanisms to Severity of Obstructive Apnea","year":2003,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":256,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Toronto","funders":"","keywords":"Supine position; Medicine; Obstructive sleep apnea; Airway; Continuous positive airway pressure; Body mass index; Mechanical load; Positive pressure; Mechanical ventilation; Anesthesia; Cardiology; Internal medicine","score_opus":0.023788261209447537,"score_gpt":0.36305873836605607,"score_spread":0.3392704771566085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047411682","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017208244,0.9801146,0.016197901,0.00038467062,0.00027566747,0.0008105219,0.0003642843,0.0000065765435,0.00012500238],"genre_scores_gemma":[0.38882723,0.6049174,0.0040132618,0.0014295389,0.0006074791,0.00004991576,0.000014777057,0.00013037452,0.0000100364105],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99597746,0.00073827885,0.0015061322,0.000380073,0.0009797635,0.00041831497],"domain_scores_gemma":[0.9935755,0.0014399138,0.00074133696,0.00035351902,0.0029350845,0.0009546566],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011834555,0.00043149223,0.0042506433,0.00063986547,0.00008126368,0.0000076135043,0.00019668823,0.00022251354,0.00009456323],"category_scores_gemma":[0.0048419815,0.00030140686,0.00038082906,0.00068878557,0.0016081511,0.00007924226,0.00008023217,0.0010554554,9.47755e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005525812,0.000121048935,0.00015179523,0.010262124,0.0007312664,0.00021270667,0.0004314746,1.2493327e-7,0.0006809185,0.016497878,0.00003230444,0.97032577],"study_design_scores_gemma":[0.021938227,0.13344882,0.0011992577,0.06429057,0.040551238,0.009656886,0.05517755,0.00002201205,0.0030325376,0.005655764,0.6625834,0.0024437278],"about_ca_topic_score_codex":0.00001147807,"about_ca_topic_score_gemma":8.3803275e-7,"teacher_disagreement_score":0.96788204,"about_ca_system_score_codex":0.00018834324,"about_ca_system_score_gemma":0.00046613216,"threshold_uncertainty_score":0.9999438},"labels":[],"label_agreement":null},{"id":"W2047431076","doi":"10.1002/ppul.20888","title":"Obstructive sleep disordered breathing in children: Beyond adenotonsillectomy","year":2008,"lang":"en","type":"review","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Sleep disordered breathing; Obstructive sleep apnea; Continuous positive airway pressure; Montelukast; Intensive care medicine; Breathing; Pediatrics; Oral appliance; Adenoidectomy; Tonsillectomy; Asthma; Surgery; Anesthesia; Internal medicine","score_opus":0.01988121009272285,"score_gpt":0.3111889375921221,"score_spread":0.2913077274993992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047431076","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053577325,0.98820484,0.00002691958,0.00007958745,0.00046180253,0.0034180991,0.000099346624,0.00015829697,0.0021933948],"genre_scores_gemma":[0.0009492761,0.99552447,0.0007278712,0.000034486784,0.0013509638,0.0005688003,0.00045680514,0.00021630173,0.00017105456],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943578,0.0005823701,0.0013897264,0.0015861776,0.00062282773,0.001461084],"domain_scores_gemma":[0.9971681,0.000623873,0.00058196957,0.0010815501,0.00017662827,0.0003678753],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00021572738,0.0010051992,0.0039287996,0.0030799774,0.00017593772,0.00002745281,0.00069134415,0.0015492651,0.0002505328],"category_scores_gemma":[0.0008231105,0.0009027789,0.0008308989,0.0028424247,0.0003674982,0.00015543484,0.00051858067,0.0032018968,0.000512999],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051426498,0.00033621918,0.06272966,0.0030210929,0.00052544376,0.001112746,0.00013944435,7.4380677e-7,2.5360808e-7,0.000083920946,0.00015191172,0.93184716],"study_design_scores_gemma":[0.013189819,0.0016825959,0.18783142,0.0020713117,0.009688891,0.08445744,0.00020496018,0.00013152974,0.000003372813,0.0014577433,0.6936642,0.005616758],"about_ca_topic_score_codex":0.00020480131,"about_ca_topic_score_gemma":0.000012779544,"teacher_disagreement_score":0.9262304,"about_ca_system_score_codex":0.0009995981,"about_ca_system_score_gemma":0.00066462526,"threshold_uncertainty_score":0.9997469},"labels":[],"label_agreement":null},{"id":"W2047442954","doi":"10.1111/j.1556-4029.2006.00221.x","title":"Sleep Apnea as a Possible Factor Contributing to Aggression in Sex Offenders<sup>*</sup>","year":2006,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Royal Ottawa Mental Health Centre","funders":"Case Western Reserve University","keywords":"Hostility; Aggression; Anger; Irritability; Clinical psychology; Poison control; Psychology; Obstructive sleep apnea; Psychiatry; Medicine; Continuous positive airway pressure; Anxiety; Anesthesia; Medical emergency","score_opus":0.027984740749411142,"score_gpt":0.3282355556168236,"score_spread":0.30025081486741245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047442954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933777,0.00046887007,0.00059013587,0.0026515578,0.00022202899,0.00025494746,0.000004081333,0.0000111531035,0.002419519],"genre_scores_gemma":[0.9961846,0.0000054458856,0.0030820088,0.00020826489,0.00036985156,0.0000017494799,8.657605e-7,0.000009907284,0.00013732322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99683356,0.000097363845,0.00061179686,0.00026290712,0.0014743684,0.00072001474],"domain_scores_gemma":[0.9985913,0.0002684212,0.00030885957,0.00014683924,0.00040460078,0.00027997934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016714399,0.00015610729,0.00044010062,0.00080495357,0.00021126961,0.000096624826,0.0003068732,0.00008045538,0.00013066315],"category_scores_gemma":[0.0012036593,0.000105289895,0.00013660132,0.0011885372,0.00037429668,0.00033805266,0.00011265807,0.00040329213,0.00003434483],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005088666,0.00028089265,0.7527862,0.000042994,0.00005653769,0.0008546731,0.0017213302,0.002018577,0.025408652,0.00038059824,0.0007438911,0.21519679],"study_design_scores_gemma":[0.01107009,0.0069517796,0.64881235,0.0018956816,0.00011045696,0.0037203424,0.016192356,0.05454977,0.24767482,0.007251355,0.0010355767,0.000735432],"about_ca_topic_score_codex":0.00014702838,"about_ca_topic_score_gemma":0.000025687053,"teacher_disagreement_score":0.22226617,"about_ca_system_score_codex":0.00024614658,"about_ca_system_score_gemma":0.00018838295,"threshold_uncertainty_score":0.42935973},"labels":[],"label_agreement":null},{"id":"W2047613601","doi":"10.1016/j.cjca.2015.04.013","title":"Should All Congestive Heart Failure Patients Have a Routine Sleep Apnea Screening? Con","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Natural Science Foundation of China","keywords":"Medicine; Heart failure; Asymptomatic; Polysomnography; Positive airway pressure; Continuous positive airway pressure; Cardiology; Sleep apnea; Intensive care medicine; Breathing; Airway; Obstructive sleep apnea; Internal medicine; Apnea; Surgery; Anesthesia","score_opus":0.08963916282550234,"score_gpt":0.357412631501005,"score_spread":0.26777346867550267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047613601","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014397953,0.99245423,0.0005023876,0.0010555369,0.0011729164,0.0013452121,0.00049067225,0.000012062117,0.002822994],"genre_scores_gemma":[0.07781795,0.8931163,0.003960739,0.0021950745,0.0185629,0.00017778632,0.0023157937,0.0009798318,0.0008736272],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99550563,0.0010452147,0.0012303445,0.00049185316,0.0006404332,0.0010865105],"domain_scores_gemma":[0.9927319,0.0003092169,0.00075265334,0.00055550324,0.0026056266,0.003045085],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0013699147,0.0006226452,0.00487688,0.0012912274,0.000091510505,0.00004643978,0.00052286324,0.0010435433,0.000095928786],"category_scores_gemma":[0.0018915024,0.0004952776,0.001266756,0.00032317228,0.0006502775,0.000109251785,0.00007807393,0.0026980517,0.00008441818],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001786921,0.000013269766,0.028099919,0.0020533116,0.006024471,0.0024661156,0.00015767252,0.000037479,4.752983e-7,0.000057629197,0.07099512,0.8899158],"study_design_scores_gemma":[0.0020405601,0.0011986765,0.0010806586,0.0014804062,0.0024876262,0.004196408,0.000116382806,0.000009475505,5.583163e-7,0.000016795351,0.9870191,0.00035331404],"about_ca_topic_score_codex":0.0005799167,"about_ca_topic_score_gemma":0.0007951699,"teacher_disagreement_score":0.916024,"about_ca_system_score_codex":0.0013758384,"about_ca_system_score_gemma":0.0032257726,"threshold_uncertainty_score":0.9997499},"labels":[],"label_agreement":null},{"id":"W2047707249","doi":"10.1067/mpd.2001.114474","title":"Efficacy of fluticasone nasal spray for pediatric obstructive sleep apnea","year":2001,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":397,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Fluticasone; Polysomnography; Anesthesia; Hypopnea; Placebo; Apnea; Fluticasone propionate; Adenoidectomy; Sleep apnea; Internal medicine; Tonsillectomy; Inhalation","score_opus":0.025843352398723898,"score_gpt":0.3151633037201019,"score_spread":0.289319951321378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047707249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852432,0.002602533,0.009749373,0.0007552978,0.000637424,0.00063462864,0.000020331188,0.0000133296635,0.00034389299],"genre_scores_gemma":[0.9901618,0.0008074221,0.004724006,0.000047620957,0.0041207504,0.0000033716103,0.0000030227995,0.00004731879,0.000084684245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99723727,0.00016492301,0.00086957996,0.00015842941,0.0010881253,0.0004817004],"domain_scores_gemma":[0.995037,0.0020674742,0.0007858773,0.00038214322,0.001437598,0.00028987564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016193365,0.00021189377,0.00057552196,0.00054529053,0.00011866128,0.000015764626,0.00045185545,0.00014155314,0.000072211405],"category_scores_gemma":[0.0028751872,0.00013920339,0.00033979933,0.0011405081,0.00017661609,0.00015987035,0.000098873556,0.0006897886,0.000016183323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.035120513,0.0034887881,0.83190227,0.0021997006,0.0007933069,0.0005466593,0.005068414,0.001020077,0.025451556,0.0011330224,0.0059340373,0.08734164],"study_design_scores_gemma":[0.044792064,0.010795689,0.8984505,0.00005327414,0.013116265,0.005651723,0.0047062826,0.0015499723,0.0146970125,0.0023493567,0.0028347585,0.0010031009],"about_ca_topic_score_codex":0.000005573646,"about_ca_topic_score_gemma":9.489242e-7,"teacher_disagreement_score":0.086338535,"about_ca_system_score_codex":0.00015846173,"about_ca_system_score_gemma":0.00018171634,"threshold_uncertainty_score":0.56765497},"labels":[],"label_agreement":null},{"id":"W2047717760","doi":"10.1139/y03-056","title":"The essential role of carotid body chemoreceptors in sleep apnea","year":2003,"lang":"en","type":"review","venue":"Canadian Journal of Physiology and Pharmacology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Chemoreceptor; Hypocapnia; Carotid body; Peripheral chemoreceptors; Apnea; Anesthesia; Hypercapnia; Control of respiration; Medicine; Ventilation (architecture); Central chemoreceptors; Denervation; Respiratory system; Periodic breathing; Cardiology; Internal medicine; Stimulation","score_opus":0.016648063274483916,"score_gpt":0.3322093457434344,"score_spread":0.3155612824689505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047717760","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012625065,0.98505443,8.035111e-7,0.000118739736,0.0013113386,0.00047598436,0.000027823733,0.0000012679473,0.0003845496],"genre_scores_gemma":[0.06504935,0.9341204,0.00002161238,0.00008570505,0.00059428613,0.000021310172,0.000015900028,0.000035378165,0.00005606035],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997676,0.00071148295,0.00075336284,0.00021412264,0.000112921785,0.00053208956],"domain_scores_gemma":[0.9981591,0.0004026494,0.00053423294,0.00014675355,0.00022892826,0.0005283023],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054345216,0.00025666255,0.0015794267,0.0005490947,0.000113603935,0.0000056908893,0.00030737842,0.00038241054,0.0011200286],"category_scores_gemma":[0.000093338196,0.00017415165,0.00030916376,0.00031411237,0.0009662185,0.00003749868,0.000031005235,0.0013999873,0.000007811102],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048940664,0.00023825096,0.001799406,0.013909123,0.004931346,0.0006676908,0.0006167229,0.0000076128404,0.081241496,0.0008081924,0.002861696,0.89242905],"study_design_scores_gemma":[0.0018723775,0.0006125876,0.00042294565,0.0004689416,0.0015094829,0.0013728394,0.00014835024,0.00001657103,0.0076732305,0.00031193258,0.98534316,0.00024760095],"about_ca_topic_score_codex":0.00029238162,"about_ca_topic_score_gemma":0.0004111752,"teacher_disagreement_score":0.9824814,"about_ca_system_score_codex":0.00019751988,"about_ca_system_score_gemma":0.0015590953,"threshold_uncertainty_score":0.9997931},"labels":[],"label_agreement":null},{"id":"W2048518432","doi":"10.1016/s1098-3597(00)90039-5","title":"Diagnosis and management of sleep apnea syndrome","year":2000,"lang":"en","type":"review","venue":"Clinical cornerstone","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Sleep apnea; Cardiorespiratory fitness; Continuous positive airway pressure; Hypoxemia; Apnea; Sleep (system call); Breathing; Excessive daytime sleepiness; Sleep disorder; Pediatrics; Obstructive sleep apnea; Physical therapy; Anesthesia; Insomnia; Psychiatry","score_opus":0.149621481764525,"score_gpt":0.4507051609108213,"score_spread":0.3010836791462963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048518432","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010238949,0.992586,0.000011973739,0.000075739394,0.0002663108,0.002050771,0.00005736152,0.000047034315,0.003880878],"genre_scores_gemma":[0.0005291045,0.99721533,0.00067535316,0.00004723828,0.000131922,0.000278259,0.00009368881,0.0000927468,0.00093636493],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99604875,0.00033448022,0.0017102262,0.0008976378,0.00056602183,0.00044288544],"domain_scores_gemma":[0.9969964,0.001047402,0.00040646907,0.0009878129,0.00008468707,0.00047720285],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00088965846,0.00045222684,0.0035869104,0.00027702705,0.000045949284,0.000015195552,0.00032564212,0.0005721257,0.0008491607],"category_scores_gemma":[0.00019479988,0.00035376113,0.00093463826,0.0005617636,0.0009061514,0.000043295175,0.00036432815,0.0010244871,0.00039184338],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006707503,0.00046525174,0.00045112387,0.036484323,0.0014544651,0.0009972492,0.000004856675,2.521386e-8,1.0157948e-8,0.00011335915,0.00023756007,0.9597247],"study_design_scores_gemma":[0.0014692736,0.0009278576,0.0027525262,0.012768323,0.005542198,0.0004432492,0.00002178412,0.000008314882,2.71433e-7,0.00003202447,0.975679,0.00035520046],"about_ca_topic_score_codex":0.000009243208,"about_ca_topic_score_gemma":8.3766287e-7,"teacher_disagreement_score":0.9754414,"about_ca_system_score_codex":0.00009952387,"about_ca_system_score_gemma":0.000047633243,"threshold_uncertainty_score":0.99989146},"labels":[],"label_agreement":null},{"id":"W2048850508","doi":"10.3109/09638237.2013.869572","title":"Diagnosis and treatment of sleep apnoea in women with schizophrenia","year":2014,"lang":"en","type":"review","venue":"Journal of Mental Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychiatry; Sleep (system call); Schizophrenia (object-oriented programming); Context (archaeology); Antipsychotic; Excessive daytime sleepiness; Medicine; Psychosis; Psychology; Sleep disorder; Insomnia","score_opus":0.04255391355703469,"score_gpt":0.387390734186003,"score_spread":0.3448368206289683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048850508","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03699955,0.9612361,0.0000023700527,0.00042282362,0.0000992351,0.0011598195,0.00003424685,0.0000026309788,0.000043188018],"genre_scores_gemma":[0.0038671403,0.99496776,0.00081974553,0.000036351466,0.00018580612,0.000056240555,0.0000083162995,0.000041878593,0.00001674852],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973662,0.000308782,0.0011196478,0.00020688711,0.0006092689,0.00038921862],"domain_scores_gemma":[0.9979059,0.00017618077,0.0011259689,0.00020207692,0.000080630016,0.00050921156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071670767,0.00028608134,0.0028991043,0.0006529965,0.000039212646,0.000009697396,0.00010375093,0.00011159102,0.0000550067],"category_scores_gemma":[0.000028261664,0.00017206877,0.00017065405,0.00029976317,0.00011836305,0.000058523718,0.000033648863,0.00041227363,0.0000035517435],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010857817,0.0006352112,0.0013836414,0.0115409605,0.0003901372,0.00007026657,0.00041599787,8.694004e-8,3.714213e-7,0.0000068111303,0.00003029738,0.98444045],"study_design_scores_gemma":[0.019686287,0.04352954,0.0080463635,0.062434442,0.0006310352,0.0035881193,0.00071563356,0.0000084683825,0.000015665682,0.000021693102,0.8609467,0.00037600377],"about_ca_topic_score_codex":0.00006184404,"about_ca_topic_score_gemma":0.000033072785,"teacher_disagreement_score":0.98406446,"about_ca_system_score_codex":0.002683215,"about_ca_system_score_gemma":0.0005273414,"threshold_uncertainty_score":0.7016761},"labels":[],"label_agreement":null},{"id":"W2049165834","doi":"10.1164/ajrccm.161.5.9904121","title":"Gender Differences in the Polysomnographic Features of Obstructive Sleep Apnea","year":2000,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":406,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Non-rapid eye movement sleep; Medicine; Polysomnography; Supine position; Obstructive sleep apnea; Apnea; Anesthesia; Sleep Stages; Sleep (system call); Sleep apnea; Rapid eye movement sleep; Internal medicine; Cardiology; Eye movement; Ophthalmology","score_opus":0.0259174921431961,"score_gpt":0.32444778404701946,"score_spread":0.29853029190382335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049165834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98607683,0.009722193,0.000038972128,0.0017643174,0.00007213506,0.00013351977,0.000005349765,0.00000412294,0.0021825703],"genre_scores_gemma":[0.99817014,0.00008540508,0.00015695611,0.00125897,0.00030917212,0.0000040027444,7.0635144e-7,0.000011449144,0.0000031716395],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99763703,0.0004648298,0.0005312404,0.0001883587,0.00088890956,0.00028961015],"domain_scores_gemma":[0.99812007,0.0008099169,0.00012933626,0.00022081299,0.00046953573,0.0002503443],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00058649154,0.00017003212,0.0006914374,0.00036874734,0.00006854898,0.000009910803,0.00021840219,0.000055024702,0.00024919567],"category_scores_gemma":[0.00073813356,0.000092863054,0.000115761344,0.0007032396,0.0037118157,0.00009336951,0.000019234074,0.0007507431,6.987342e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013625679,0.00014093681,0.38840994,0.00019722056,0.00012283122,0.000535482,0.00923477,4.66442e-7,0.002062559,0.001611665,0.000034284934,0.59628725],"study_design_scores_gemma":[0.001613998,0.0070332936,0.9230214,0.00014846909,0.00022662073,0.0006400317,0.06606878,0.0000039887645,0.00037139733,0.00041541888,0.0003556407,0.00010100811],"about_ca_topic_score_codex":0.000041882508,"about_ca_topic_score_gemma":0.000005946461,"teacher_disagreement_score":0.5961863,"about_ca_system_score_codex":0.000029538493,"about_ca_system_score_gemma":0.00005428929,"threshold_uncertainty_score":0.99899954},"labels":[],"label_agreement":null},{"id":"W2049507373","doi":"10.1007/s10840-011-9644-3","title":"Sleep apnea does not predict atrial flutter recurrence after atrial flutter ablation","year":2011,"lang":"en","type":"article","venue":"Journal of Interventional Cardiac Electrophysiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Atrial flutter; Atrial fibrillation; Internal medicine; Cardiology; Ablation; Pulmonary vein; Sleep apnea; Catheter ablation; Heart disease","score_opus":0.01880777760227926,"score_gpt":0.2901018841829027,"score_spread":0.2712941065806235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049507373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919719,0.0007582252,0.0022478222,0.00049820554,0.003784055,0.00040481135,0.00006300841,0.000019626974,0.00025232806],"genre_scores_gemma":[0.9913441,0.000043326672,0.0015316571,0.00015095937,0.006694977,0.000014996535,0.000035582427,0.00003822377,0.00014615913],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9964857,0.0006185357,0.0011479101,0.00038217354,0.00080409757,0.0005615432],"domain_scores_gemma":[0.99757445,0.00018366046,0.00061177736,0.00029925848,0.0010955131,0.00023535396],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008016619,0.00028945247,0.0008352866,0.00047461997,0.000075683456,0.000025026806,0.00026959172,0.00025227285,0.0020790766],"category_scores_gemma":[0.000444574,0.00020254742,0.0027466372,0.00023346905,0.00025921437,0.0003447117,0.00012245003,0.0010307899,0.00011489872],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.120361514,0.0010962108,0.09531372,0.00040630647,0.01047162,0.00090641284,0.00066423346,0.000039965704,0.7135884,0.0012701278,0.0025284118,0.053353075],"study_design_scores_gemma":[0.010242804,0.018821193,0.8780778,0.00025073736,0.0019128171,0.00086294784,0.00008495561,0.00051656505,0.08067362,0.00627548,0.0016050695,0.0006760304],"about_ca_topic_score_codex":0.00001888408,"about_ca_topic_score_gemma":0.000002012498,"teacher_disagreement_score":0.7827641,"about_ca_system_score_codex":0.00030105948,"about_ca_system_score_gemma":0.00010429972,"threshold_uncertainty_score":0.9988332},"labels":[],"label_agreement":null},{"id":"W2049660270","doi":"10.1378/chest.128.4_meetingabstracts.233s-a","title":"PREDICTORS OF IMPROVEMENT WITH CONTINUOUS POSITIVE AIRWAY PRESSURE (CPAP) IN PATIENTS WITH CHRONIC FATIGUE SYNDROME AND OBSTRUCTIVE SLEEP APNEA","year":2005,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Sleep apnea; Apnea; Positive airway pressure; Sleep (system call); Chronic fatigue; Physical therapy; Sleep disorder; Chronic fatigue syndrome; Cardiology; Internal medicine; Intensive care medicine; Anesthesia; Insomnia; Psychiatry","score_opus":0.005968684474846796,"score_gpt":0.2295166016653995,"score_spread":0.2235479171905527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049660270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99758995,0.00044935802,0.0003627577,0.00019127362,0.00006410783,0.0009643534,0.000039814855,0.000012477362,0.00032592294],"genre_scores_gemma":[0.99849546,0.000012444222,0.0011980396,0.000018890958,0.00013405393,0.000020359777,0.0000133985495,0.000041953444,0.00006537761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794763,0.00006628608,0.00040719038,0.00032682958,0.00078210805,0.00046994942],"domain_scores_gemma":[0.9985916,0.000058366437,0.00030479854,0.00022014938,0.0005153773,0.00030971607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020587858,0.00025960652,0.000513173,0.0002671329,0.00008672622,0.000033073433,0.00013318873,0.00010358201,0.00008776389],"category_scores_gemma":[0.000052759624,0.00017737738,0.000047939975,0.00025962415,0.00039439337,0.00033222875,0.000068600406,0.000744637,0.0000018234225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016685487,0.0004657382,0.96571964,0.0002098108,0.0008789658,0.00017095926,0.0011490376,0.00014894447,0.0013597871,0.000014623945,0.000006304878,0.028207626],"study_design_scores_gemma":[0.010888225,0.007143094,0.972481,0.00031481512,0.00023701419,0.0005105039,0.00039981623,0.00030277765,0.007470837,0.0000065620784,0.000060045746,0.00018529072],"about_ca_topic_score_codex":0.000025010317,"about_ca_topic_score_gemma":0.000035031913,"teacher_disagreement_score":0.028022336,"about_ca_system_score_codex":0.0004045208,"about_ca_system_score_gemma":0.00012433402,"threshold_uncertainty_score":0.723324},"labels":[],"label_agreement":null},{"id":"W2049809939","doi":"10.1378/chest.1703159","title":"Optimal Fixed Pressure CPAP Can Be Determined Using a 4 Day Auto-CPAP Titration Protocol","year":2013,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Titration; Protocol (science); Anesthesia; Pathology","score_opus":0.046828811656327976,"score_gpt":0.34474293270705625,"score_spread":0.2979141210507283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049809939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94234693,0.00003304593,0.003501713,0.0025980992,0.00022904867,0.048793692,0.000008585539,0.00008791164,0.0024009456],"genre_scores_gemma":[0.96529883,0.0000011892256,0.022807881,0.000203774,0.0014097205,0.008818823,0.0000099000345,0.00007594145,0.0013739577],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9980266,0.00014516772,0.00040591753,0.00025290748,0.00066748395,0.0005019313],"domain_scores_gemma":[0.998496,0.00005495319,0.00020306118,0.00028716092,0.00050716155,0.00045164477],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004566616,0.00020401909,0.00028774556,0.00018236302,0.0002588705,0.00022655522,0.00019027399,0.00014809142,0.0020883435],"category_scores_gemma":[0.00036489737,0.00016303612,0.000119221695,0.00019422991,0.00013002506,0.00038871705,0.00007066157,0.0007777987,0.000044601114],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000454426,0.00043881978,0.039051197,0.00067013234,0.0004625088,0.0005589178,0.0018526212,0.00035304547,0.9291773,0.000031359206,0.0023983442,0.02455134],"study_design_scores_gemma":[0.019098165,0.002347538,0.39127344,0.000702441,0.0006635339,0.008717075,0.0011558859,0.28097895,0.24294296,0.00023059043,0.050766088,0.0011233179],"about_ca_topic_score_codex":0.000059413138,"about_ca_topic_score_gemma":0.000008072791,"teacher_disagreement_score":0.68623435,"about_ca_system_score_codex":0.00023395673,"about_ca_system_score_gemma":0.0003063479,"threshold_uncertainty_score":0.9988239},"labels":[],"label_agreement":null},{"id":"W2050859574","doi":"10.1161/strokeaha.112.666248","title":"Continuous Positive Airway Pressure for Treatment of Obstructive Sleep Apnea in Stroke Survivors","year":2012,"lang":"en","type":"review","venue":"Stroke","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Emergency department; Stroke (engine); Gerontology; Humanities; Internal medicine; Psychiatry; Philosophy","score_opus":0.03784824239987395,"score_gpt":0.3404676950489071,"score_spread":0.30261945264903317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050859574","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007223374,0.97822493,0.00014412441,0.00002395591,0.00065286696,0.007882036,0.007777887,0.00004418807,0.0045276727],"genre_scores_gemma":[0.013543693,0.972525,0.0016835178,0.000007011164,0.0009837679,0.0020765725,0.0011910247,0.0003156274,0.007673801],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99574894,0.00040369245,0.0011379317,0.0008899967,0.0007090677,0.0011103883],"domain_scores_gemma":[0.9966138,0.0009905116,0.00067134155,0.00087283435,0.00048482406,0.00036671184],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036342198,0.00089470873,0.004502152,0.0008015989,0.00006996693,0.000021848246,0.000328622,0.0007165972,0.00018139668],"category_scores_gemma":[0.00019630238,0.00069777376,0.0013794111,0.0003978929,0.00035000453,0.00013300216,0.000120394456,0.0004558501,0.00003548889],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042336856,0.0007511943,0.0018067653,0.010250905,0.0031556354,0.000039259925,0.00048336526,6.6859866e-7,0.000034943292,0.00031448208,0.0000070946344,0.9827323],"study_design_scores_gemma":[0.0071540335,0.004357219,0.0021396107,0.0034498652,0.011952622,0.00013819589,0.00079733523,0.000068361835,0.0009931091,0.00002303995,0.96792775,0.0009988372],"about_ca_topic_score_codex":0.00038727873,"about_ca_topic_score_gemma":0.0001372164,"teacher_disagreement_score":0.9817335,"about_ca_system_score_codex":0.0007633287,"about_ca_system_score_gemma":0.00022802399,"threshold_uncertainty_score":0.99954736},"labels":[],"label_agreement":null},{"id":"W2051414298","doi":"10.1155/2013/941757","title":"Attenuating Cardiac Pulsations within the Cochlea: Structure and Function of Tortuous Vessels Feeding Stria Vascularis","year":2013,"lang":"en","type":"article","venue":"ISRN Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Cochlea; Anatomy; Audiology; Medicine","score_opus":0.01442778546500777,"score_gpt":0.2656743383712872,"score_spread":0.2512465529062794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051414298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99615276,0.00040705275,0.0005575067,0.0010724557,0.0003855334,0.0010037024,0.000020210995,0.000032262524,0.00036850764],"genre_scores_gemma":[0.9987505,0.0000127901385,0.000700092,0.00012954076,0.00022678985,0.000060233822,0.000033709726,0.000026276855,0.00006007706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853575,0.00020448676,0.0003327914,0.0003071598,0.0003235688,0.0002962448],"domain_scores_gemma":[0.99871063,0.00027875596,0.00016617338,0.0003787898,0.00035950288,0.00010612088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003738298,0.00015594294,0.00039101017,0.00013859358,0.00018598944,0.000029538656,0.00011241769,0.00019160841,0.0002189439],"category_scores_gemma":[0.0005717327,0.00011053015,0.00009063565,0.00028861297,0.0003150286,0.00016201418,0.00011576468,0.0005057891,0.000016952865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007847838,0.000037649184,0.66190076,0.00012981774,0.0006734607,0.000006816793,0.0010094898,0.000024201465,0.31782165,0.0032315229,0.00017241694,0.014913766],"study_design_scores_gemma":[0.0008433862,0.00028042987,0.9867638,0.000024863362,0.0002317269,0.00006750907,0.0011945306,0.0014509432,0.0078072213,0.0011106114,0.00011846081,0.000106547326],"about_ca_topic_score_codex":0.00046869094,"about_ca_topic_score_gemma":0.000041450265,"teacher_disagreement_score":0.32486305,"about_ca_system_score_codex":0.00006161894,"about_ca_system_score_gemma":0.000057069705,"threshold_uncertainty_score":0.45072886},"labels":[],"label_agreement":null},{"id":"W2052268580","doi":"10.1152/japplphysiol.00658.2002","title":"Partitioning of inhaled ventilation between the nasal and oral routes during sleep in normal subjects","year":2003,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Anesthesia; Ventilation (architecture); Sleep (system call); Medicine; Sleep Stages; Confidence interval; Rapid eye movement sleep; Wakefulness; Inhalation; Polysomnography; Internal medicine; Eye movement; Ophthalmology; Electroencephalography; Apnea","score_opus":0.015009328132001976,"score_gpt":0.27669853845835146,"score_spread":0.2616892103263495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052268580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993157,0.00006296834,0.000040570325,0.00005258985,0.00004111194,0.00013083595,8.746361e-7,0.0000021584892,0.00035322463],"genre_scores_gemma":[0.9994736,0.000008980217,0.00037828632,0.000013464756,0.00011002402,0.0000032852508,0.000002113597,0.000007849022,0.0000024181911],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991536,0.0000803117,0.00034150452,0.00008564689,0.00016903348,0.00016989216],"domain_scores_gemma":[0.99941033,0.00013892073,0.00022903812,0.00008183489,0.00009018707,0.000049708084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003781304,0.00007051438,0.00029554334,0.00013965795,0.000044430293,0.0000048787097,0.000054189382,0.00005823806,0.00003344187],"category_scores_gemma":[0.00008061904,0.000049725215,0.000044743818,0.0001691309,0.00012866853,0.00006308244,0.000027333495,0.00032312065,0.0000015710741],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013756593,0.000098229786,0.2285724,0.000094683346,0.00016723637,0.000029815188,0.0006734172,0.00031380716,0.7656445,0.0013126209,0.0000035818778,0.0017140626],"study_design_scores_gemma":[0.0019741894,0.00014066079,0.8485315,0.00001966935,0.000034154575,0.00006769924,0.00022172897,0.000044259625,0.14798559,0.0009331817,0.000011585866,0.000035761368],"about_ca_topic_score_codex":0.0000040132804,"about_ca_topic_score_gemma":0.0000029123303,"teacher_disagreement_score":0.6199591,"about_ca_system_score_codex":0.000040065297,"about_ca_system_score_gemma":0.000028272954,"threshold_uncertainty_score":0.20277354},"labels":[],"label_agreement":null},{"id":"W2052363011","doi":"10.1378/chest.128.4_meetingabstracts.222s-b","title":"PREDICTORS OF CONTINUOUS POSITIVE AIRWAY PRESSURE (CPAP) COMPLIANCE AND SATISFACTION AFTER SPLIT-NIGHT PROTOCOL","year":2005,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Continuous positive airway pressure; Medicine; Obstructive sleep apnea; Compliance (psychology); Polysomnography; Anesthesia; Sleep apnea; Positive pressure; Airway; Breathing; Positive airway pressure; Sleep disordered breathing; Apnea","score_opus":0.016254007097533666,"score_gpt":0.3070687549649605,"score_spread":0.29081474786742684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052363011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750649,0.0003960028,0.00054532685,0.00096731907,0.00012439089,0.020616958,0.00003603943,0.000026688902,0.0022223939],"genre_scores_gemma":[0.99405485,0.000009334791,0.0025319518,0.00004881357,0.00061217893,0.0021569566,0.0000016362569,0.000023671966,0.0005606164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863285,0.000081688464,0.00034267147,0.00019884015,0.00046890817,0.00027502098],"domain_scores_gemma":[0.99895215,0.000051735395,0.00018919911,0.00016383758,0.00038117805,0.00026189236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002485026,0.00014962287,0.00030414484,0.00011511699,0.00008685629,0.000038306654,0.00006812075,0.00010007661,0.0005068845],"category_scores_gemma":[0.00009609859,0.00011771759,0.000074116135,0.000106445244,0.00023913963,0.00024630554,0.000046394576,0.0005634906,0.0000151232625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018724246,0.00019421201,0.9232602,0.0005046261,0.00034709027,0.000116171046,0.000830903,0.0000065893337,0.022738464,0.000029573295,0.00041527484,0.04968444],"study_design_scores_gemma":[0.002853646,0.0005206659,0.9633241,0.00027550335,0.00010065627,0.00095574337,0.00010177591,0.00024308526,0.022884201,0.000023370383,0.00861477,0.000102459504],"about_ca_topic_score_codex":0.000009365465,"about_ca_topic_score_gemma":0.00000831893,"teacher_disagreement_score":0.04958198,"about_ca_system_score_codex":0.00010304022,"about_ca_system_score_gemma":0.000054392738,"threshold_uncertainty_score":0.5550029},"labels":[],"label_agreement":null},{"id":"W2053093034","doi":"10.1007/s11325-010-0435-3","title":"The Serbian version of the Epworth Sleepiness Scale","year":2010,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Cronbach's alpha; Interquartile range; Serbian; Physical therapy; Population; Internal medicine; Psychometrics; Polysomnography; Clinical psychology; Apnea","score_opus":0.006588447986293498,"score_gpt":0.2525110739243616,"score_spread":0.24592262593806813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053093034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923358,0.00011210244,0.000030165396,0.0024537854,0.0004604617,0.00025170183,0.0000046721334,0.000016831982,0.0043344875],"genre_scores_gemma":[0.9992803,0.0000134328075,0.00022297572,0.00007708178,0.0001380325,0.000004762975,0.0000021191179,0.000012240375,0.00024910018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909616,0.000042489904,0.00014131347,0.00016229544,0.00034177603,0.00021594048],"domain_scores_gemma":[0.99922895,0.000116524345,0.000055821936,0.0003880671,0.00012252945,0.00008807839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037839782,0.00008786703,0.00012913407,0.00003580039,0.00039190022,0.00002953537,0.00017055619,0.000070443675,0.00004346726],"category_scores_gemma":[0.00014283533,0.000044325938,0.000071863746,0.00018922794,0.0003100907,0.00007319382,0.00017787755,0.00044841968,0.00000802958],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021024651,0.0001019992,0.4317568,0.00011643963,0.00012542709,0.000016067397,0.0012450931,0.000001773333,0.14029025,0.0012995416,0.000089534326,0.42474684],"study_design_scores_gemma":[0.0021189668,0.00012410597,0.91826624,0.000112872876,0.00015404946,0.000266706,0.0011257204,0.003166166,0.066430695,0.00048007077,0.0075916736,0.00016274475],"about_ca_topic_score_codex":0.000096123804,"about_ca_topic_score_gemma":0.00009697084,"teacher_disagreement_score":0.48650944,"about_ca_system_score_codex":0.000016000055,"about_ca_system_score_gemma":0.000016909393,"threshold_uncertainty_score":0.30142194},"labels":[],"label_agreement":null},{"id":"W2053250144","doi":"10.1378/chest.11-2963","title":"Inverse Relationship of Subjective Daytime Sleepiness to Sympathetic Activity in Patients With Heart Failure and Obstructive Sleep Apnea","year":2012,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; Health Sciences Centre; Mount Sinai Hospital; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Epworth Sleepiness Scale; Excessive daytime sleepiness; Obstructive sleep apnea; Population; Cardiology; Apnea; Internal medicine; Sympathetic nervous system; Heart failure; Arousal; Anesthesia; Polysomnography; Blood pressure; Psychology; Sleep disorder; Psychiatry; Insomnia","score_opus":0.01686012098938613,"score_gpt":0.2663362715643275,"score_spread":0.24947615057494135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053250144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981678,0.00003363888,0.0004307038,0.0005250307,0.00010103415,0.0005420571,0.000011103338,0.000010014161,0.00017862758],"genre_scores_gemma":[0.99612457,6.860535e-7,0.0036755207,0.000026420503,0.000110945446,0.000013230004,0.000003921389,0.000031177373,0.0000135439395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983517,0.0001820125,0.0002597776,0.00021905817,0.00053414865,0.0004533089],"domain_scores_gemma":[0.9985114,0.00018574922,0.0001505207,0.00022490347,0.0004205865,0.0005068395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041264974,0.0001904773,0.0003890236,0.00044415763,0.000107280845,0.000021266884,0.00008665733,0.0001135383,0.000050285016],"category_scores_gemma":[0.0005622191,0.00015262749,0.000055774737,0.00060211547,0.00021236906,0.00053453475,0.00007838426,0.0007685843,0.000017198989],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065390475,0.00037158973,0.99321395,0.0000731678,0.00006757189,0.0000075213998,0.0019272097,0.0000134401025,0.0015158433,0.00004247238,0.000010136779,0.0021032095],"study_design_scores_gemma":[0.0030677933,0.00050992845,0.99101764,0.000091207345,0.000064659995,0.00013788854,0.0007940818,0.00007206863,0.003970186,0.00007455899,0.000051595827,0.0001484122],"about_ca_topic_score_codex":0.00001945634,"about_ca_topic_score_gemma":0.00001546738,"teacher_disagreement_score":0.0032448168,"about_ca_system_score_codex":0.00034859273,"about_ca_system_score_gemma":0.00005710029,"threshold_uncertainty_score":0.6223968},"labels":[],"label_agreement":null},{"id":"W2053356130","doi":"10.1136/injuryprev-2012-040580g.4","title":"ARE ROAD TRAFFIC ACCIDENTS PREVENTABLE AMONG SLEEP APNOEA PATIENTS?","year":2012,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Incidence (geometry); Road traffic; Poison control; Confidence interval; Continuous positive airway pressure; Emergency medicine; Pediatrics; Anesthesia; Internal medicine; Obstructive sleep apnea; Transport engineering","score_opus":0.02079315527978057,"score_gpt":0.3238117937141295,"score_spread":0.3030186384343489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053356130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958291,0.00017696398,0.00018331571,0.000053987555,0.00071022176,0.0013360793,0.00001660264,0.000121691206,0.0015720406],"genre_scores_gemma":[0.99608415,0.000008714361,0.00029213462,0.00005269195,0.0003811007,0.00013754671,0.00012033104,0.000054311033,0.0028690407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975418,0.00021554375,0.0004281343,0.00035163693,0.0007780511,0.00068482145],"domain_scores_gemma":[0.99861634,0.000024420378,0.0003141352,0.00047221346,0.00021152505,0.0003613965],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005237828,0.00022830708,0.0003250043,0.0002525704,0.00013501728,0.000040453742,0.0001712105,0.00017363214,0.0011123838],"category_scores_gemma":[0.00024616029,0.00021988235,0.00022057637,0.00037174992,0.00008146277,0.000942171,0.00013834759,0.0003582099,0.0005703379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021535027,0.001315769,0.8337259,0.00008750671,0.00013526295,0.000003050956,0.00011937881,0.0000042518077,0.0007540881,0.000016837128,0.0007236003,0.16289897],"study_design_scores_gemma":[0.0017206845,0.00030041748,0.99181205,0.00012080519,0.00015791478,0.0000061300243,0.0001466601,0.00019211412,0.004306558,0.000055063243,0.0009814005,0.00020021686],"about_ca_topic_score_codex":0.00002291003,"about_ca_topic_score_gemma":0.000013383262,"teacher_disagreement_score":0.16269875,"about_ca_system_score_codex":0.00032257958,"about_ca_system_score_gemma":0.000017599032,"threshold_uncertainty_score":0.99980074},"labels":[],"label_agreement":null},{"id":"W2053533301","doi":"10.1111/j.1524-6175.2001.00491.x","title":"Obstructive Sleep Apnea and Hypertension: From Correlative to Causative Relationship","year":2001,"lang":"en","type":"review","venue":"Journal of Clinical Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Correlative; Sleep apnea; Cardiology; Apnea; Internal medicine","score_opus":0.24619221997610988,"score_gpt":0.45078464065505697,"score_spread":0.2045924206789471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053533301","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018795667,0.9747812,0.0006790509,0.000961377,0.0025502332,0.0015530424,0.00007098602,0.00003112503,0.00057729945],"genre_scores_gemma":[0.0062230225,0.9805754,0.009223649,0.0006268153,0.0028193134,0.00001537105,0.0000647555,0.00015804436,0.0002936417],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.991482,0.001520728,0.0040898877,0.00093485205,0.0014408162,0.0005317163],"domain_scores_gemma":[0.9801891,0.012577127,0.002469938,0.00073355547,0.0025745928,0.0014557071],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0020522864,0.0007486995,0.006650029,0.0008120747,0.00019623934,0.0000547418,0.00034145423,0.0013211907,0.0001683186],"category_scores_gemma":[0.020541258,0.0004963438,0.0015870815,0.0010772822,0.00050412375,0.00029599274,0.0003724322,0.0045620063,0.00024275709],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009393965,0.00035118865,0.003896972,0.00053623243,0.0013661493,0.003254429,0.00012675725,0.0000015504528,0.0000039355023,0.000046846526,0.00081248675,0.98866403],"study_design_scores_gemma":[0.006944061,0.0041079046,0.07826189,0.022720667,0.012983251,0.015448654,0.0006790465,0.0005794158,0.0000032782746,0.0012273476,0.8559398,0.0011046579],"about_ca_topic_score_codex":0.000027303262,"about_ca_topic_score_gemma":0.0000046784508,"teacher_disagreement_score":0.9875594,"about_ca_system_score_codex":0.0002960858,"about_ca_system_score_gemma":0.00044859003,"threshold_uncertainty_score":0.9999753},"labels":[],"label_agreement":null},{"id":"W2053872961","doi":"10.1378/chest.117.4.1061","title":"Predicting Effective Continuous Positive Airway Pressure","year":2000,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Continuous positive airway pressure; Anesthesia; Apnea; Sleep apnea; Positive pressure; Obstructive sleep apnea","score_opus":0.007923715376811687,"score_gpt":0.2752555613459332,"score_spread":0.2673318459691215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053872961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9555238,0.00093928527,0.00024143631,0.0007908475,0.00020023454,0.0006271202,0.0000145931845,0.000059463455,0.041603215],"genre_scores_gemma":[0.994691,0.000045357712,0.00064279186,0.00012231471,0.0011785065,0.00001671252,0.0000052191153,0.00003842946,0.0032596744],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99828273,0.00016811403,0.0002622472,0.00024880285,0.0005573363,0.00048074228],"domain_scores_gemma":[0.99878985,0.00018926953,0.000090264984,0.00019240318,0.0003376897,0.0004005526],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004743694,0.00017752952,0.00033273504,0.00012071784,0.00026070577,0.00008039957,0.00014004135,0.00012096645,0.0029093437],"category_scores_gemma":[0.00031895834,0.00014315666,0.00015855503,0.0002011804,0.00016582593,0.00020338176,0.000034069726,0.0011557607,0.00022250935],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018048942,0.00048024254,0.32244986,0.00019794433,0.0013077111,0.0016432579,0.0027671244,0.00005421466,0.023750119,0.00004886174,0.0008796849,0.64461607],"study_design_scores_gemma":[0.005757341,0.001734086,0.92280966,0.00035850971,0.00046238315,0.0074411896,0.0005948703,0.0013232408,0.043460626,0.00014966368,0.01562544,0.00028299063],"about_ca_topic_score_codex":0.000014824361,"about_ca_topic_score_gemma":0.000001373159,"teacher_disagreement_score":0.6443331,"about_ca_system_score_codex":0.00015211418,"about_ca_system_score_gemma":0.00006198554,"threshold_uncertainty_score":0.9980021},"labels":[],"label_agreement":null},{"id":"W2054156281","doi":"10.1016/j.resp.2011.01.001","title":"Effects of venous compression of the legs on overnight rostral fluid shift and obstructive sleep apnea","year":2011,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto General Hospital; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Obstructive sleep apnea; Interquartile range; Venous return curve; Polysomnography; Anesthesia; Cardiology; Internal medicine; Apnea; Hemodynamics","score_opus":0.019558687265944598,"score_gpt":0.25550914607328346,"score_spread":0.23595045880733886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054156281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997941,0.00027598953,0.0000057756847,0.00003577746,0.00044085665,0.0006866492,0.000026270713,0.000023217797,0.000564445],"genre_scores_gemma":[0.9993759,0.000008851536,0.00003196201,0.00043322012,0.00008258297,0.00002479738,0.000004168135,0.000029958877,0.000008549639],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9977325,0.00080274325,0.0003867923,0.00052086264,0.0001541518,0.00040292516],"domain_scores_gemma":[0.99838567,0.00051805074,0.00028177482,0.00058781996,0.000119329976,0.00010736265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011900749,0.00025587855,0.0007070437,0.00014247069,0.00009484257,0.0000014953156,0.0002944136,0.0002765911,0.00004911369],"category_scores_gemma":[0.00022369204,0.00016880264,0.00016262825,0.00018158676,0.0016312315,0.000044817607,0.00030325516,0.0005310056,0.000011500857],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017031613,0.0004298967,0.013676875,0.00023643364,0.00014166428,0.000018169754,0.00030880808,0.0000039468127,0.980943,0.0011583228,0.000015537704,0.0013641525],"study_design_scores_gemma":[0.0010194032,0.0025144464,0.5427788,0.000029432302,0.00005001321,0.000011621967,0.000012480704,0.00001032386,0.4531905,0.00020830547,0.00010694303,0.00006772033],"about_ca_topic_score_codex":0.000021921724,"about_ca_topic_score_gemma":0.0000016174238,"teacher_disagreement_score":0.5291019,"about_ca_system_score_codex":0.00003209058,"about_ca_system_score_gemma":0.000043485314,"threshold_uncertainty_score":0.6883572},"labels":[],"label_agreement":null},{"id":"W2054217448","doi":"10.1002/(sici)1099-0496(200002)29:2<135::aid-ppul8>3.0.co;2-#","title":"Sleep‐disordered breathing in Duchenne muscular dystrophy: A preliminary study of the role of portable monitoring","year":2000,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Duchenne muscular dystrophy; Medicine; Sleep (system call); Sleep disordered breathing; Muscular dystrophy; Breathing; Physical medicine and rehabilitation; Polysomnography; Physical therapy; Cardiology; Anesthesia; Obstructive sleep apnea; Internal medicine; Apnea","score_opus":0.00851450324816183,"score_gpt":0.2553490223384306,"score_spread":0.24683451909026877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054217448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99601454,0.0021669595,0.0000037633326,0.00008897077,0.00011614401,0.00089939404,0.0000045173106,0.000020232523,0.0006854945],"genre_scores_gemma":[0.9993458,0.00009445462,0.00020749532,0.0000027817903,0.00018468665,0.000068253605,0.0000021076887,0.000026844791,0.00006757686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808687,0.00019742147,0.0005452612,0.00035786384,0.00037946788,0.00043313464],"domain_scores_gemma":[0.99891865,0.000106454696,0.00016132148,0.00062009983,0.00012264463,0.00007081795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028336854,0.00016489455,0.00049218116,0.00035207742,0.00005299823,0.000003957152,0.0003157261,0.0001481738,0.0001572983],"category_scores_gemma":[0.00018311999,0.00013187775,0.00010272964,0.00090258836,0.00008582232,0.00008367789,0.00015552015,0.00046709116,0.000008707384],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004906653,0.0014745591,0.9656678,0.00008586595,0.00007859073,0.00009172166,0.0013442927,0.00039835915,0.0032266842,0.000008917699,0.0000010613735,0.027131472],"study_design_scores_gemma":[0.0024661107,0.0012239057,0.98978156,0.000011751643,0.0002214769,0.00006149637,0.0029659572,0.00090448034,0.0020196384,0.00020760947,0.000031002168,0.000104986044],"about_ca_topic_score_codex":0.0019483819,"about_ca_topic_score_gemma":0.00001818005,"teacher_disagreement_score":0.027026486,"about_ca_system_score_codex":0.00008980203,"about_ca_system_score_gemma":0.000057037163,"threshold_uncertainty_score":0.5377819},"labels":[],"label_agreement":null},{"id":"W205434250","doi":"10.1093/sleep/28.10.1306","title":"Utilization of Healthcare Resources in Obstructive Sleep Apnea Syndrome: a 5-Year Follow-Up Study in Men Using CPAP","year":2005,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Manitoba Health; University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Epworth Sleepiness Scale; Confidence interval; Body mass index; Cohort; Retrospective cohort study; Pediatrics; Sleep apnea; Apnea; Apnea–hypopnea index; Internal medicine; Emergency medicine; Physical therapy; Polysomnography","score_opus":0.04529880880933519,"score_gpt":0.34275553397126124,"score_spread":0.29745672516192606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W205434250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959386,0.00038491114,0.00007742959,0.0004917185,0.00012691811,0.0018292894,0.0000149333655,0.000036525886,0.0010996694],"genre_scores_gemma":[0.99873894,0.000006208345,0.0009640252,0.000039132392,0.00007462252,0.00004947252,0.000015537053,0.000053198204,0.00005887976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99692845,0.0003692382,0.0007199396,0.000559898,0.00085441786,0.0005680651],"domain_scores_gemma":[0.99880564,0.00008479151,0.00017979897,0.0005019521,0.0002527457,0.00017504451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006511806,0.00024454502,0.00063632004,0.0009057774,0.000066061344,0.000017839451,0.00021568898,0.0001600175,0.00012812937],"category_scores_gemma":[0.00030542802,0.00024411482,0.00008919662,0.0014523304,0.00013594165,0.00023300407,0.00016665724,0.00049006054,0.000019916792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010451913,0.0007997884,0.94622225,0.00017853701,0.00011536331,0.00017356634,0.013807609,0.00036122373,0.0014927714,0.000158916,0.0000035188955,0.03564129],"study_design_scores_gemma":[0.01147362,0.000989136,0.9351511,0.00016522393,0.0000841597,0.000070393435,0.030819789,0.019039977,0.0016828518,0.0001489148,0.00009452184,0.00028028857],"about_ca_topic_score_codex":0.0022366093,"about_ca_topic_score_gemma":0.0028693334,"teacher_disagreement_score":0.035361003,"about_ca_system_score_codex":0.0007600823,"about_ca_system_score_gemma":0.00005387642,"threshold_uncertainty_score":0.99547136},"labels":[],"label_agreement":null},{"id":"W2054417035","doi":"10.14219/jada.archive.2013.0113","title":"Craniofacial morphological characteristics in children with obstructive sleep apnea syndrome","year":2013,"lang":"en","type":"review","venue":"The Journal of the American Dental Association","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":189,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Craniofacial; Medicine; Obstructive sleep apnea; Polysomnography; Cephalometry; Sleep apnea; Orthodontics; Population; Craniofacial abnormality; Cephalometric analysis; Dentistry; Pediatrics; Apnea; Internal medicine","score_opus":0.016239710107728046,"score_gpt":0.297245813993204,"score_spread":0.2810061038854759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054417035","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9067776,0.09106498,0.000019152698,0.00023219404,0.0002875496,0.0014830588,0.000071137976,0.000010658347,0.000053637144],"genre_scores_gemma":[0.4538425,0.54478097,0.00020004532,0.00014572215,0.0006363287,0.00003762097,0.000033378856,0.00010295106,0.00022048799],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9960511,0.0011412028,0.00090321177,0.0001918839,0.00129943,0.00041318432],"domain_scores_gemma":[0.9946707,0.00038951408,0.0041957553,0.00033614575,0.00028461491,0.00012328826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009953321,0.00035863376,0.0020259533,0.00023631043,0.0001238543,0.00004962576,0.00072974537,0.00016031397,0.000057972036],"category_scores_gemma":[0.0006253282,0.00016292297,0.0005191529,0.00093795743,0.000396172,0.0001296426,0.00021753629,0.0019661807,0.00006382369],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020631235,0.0002585473,0.48001885,0.00021242557,0.0024275624,0.00012738304,0.0001457795,0.0000013778334,0.000027195796,0.0000038989774,0.00006628994,0.51650435],"study_design_scores_gemma":[0.000770456,0.00071461033,0.9796808,0.0008514925,0.0023401624,0.013642458,0.00022798794,0.0000077217355,0.0000032610662,0.000018179506,0.0015239667,0.00021895535],"about_ca_topic_score_codex":0.00013817624,"about_ca_topic_score_gemma":0.00000723422,"teacher_disagreement_score":0.5162854,"about_ca_system_score_codex":0.0025419814,"about_ca_system_score_gemma":0.000135514,"threshold_uncertainty_score":0.8542186},"labels":[],"label_agreement":null},{"id":"W2054556067","doi":"10.1109/cbms.2014.37","title":"Parametric Power Spectrum Analysis of ECG Signals for Obstructive Sleep Apnoea Classification","year":2014,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Spectral density; Parametric statistics; Heart rate variability; Beat (acoustics); Spectral analysis; Pattern recognition (psychology); Computer science; Time–frequency analysis; Speech recognition; Artificial intelligence; Mathematics; Acoustics; Heart rate; Statistics; Physics; Telecommunications; Medicine; Internal medicine","score_opus":0.03171207547863559,"score_gpt":0.3260726999611937,"score_spread":0.2943606244825581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054556067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.755074,0.000044820215,0.22983226,0.0009625961,0.00010330681,0.0009564325,0.000036223762,0.00005636174,0.012933985],"genre_scores_gemma":[0.98993444,0.0000033405254,0.009381869,0.000078280085,0.000054751847,0.000059326536,0.00006940112,0.000025397387,0.00039319383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805903,0.00009711287,0.00045075832,0.0004546209,0.00057325,0.00036520878],"domain_scores_gemma":[0.9976931,0.00082181185,0.00020232737,0.0005913613,0.0005128521,0.00017851983],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005860986,0.0001668092,0.00063497917,0.0016360688,0.000056524357,0.000018329118,0.00016554237,0.0001262576,0.0011356076],"category_scores_gemma":[0.0012387139,0.00013635893,0.00038923233,0.003230806,0.00016615505,0.00009485394,0.000040436196,0.00015440154,0.000036429876],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018642788,0.0012767788,0.63463,0.00029015163,0.01485486,0.00000472968,0.00053348835,0.0007662511,0.15128238,0.08271277,0.00040458533,0.1113797],"study_design_scores_gemma":[0.0013981818,0.0006527623,0.7175971,0.0000061704873,0.001833627,0.0000026662826,0.00046693961,0.21929125,0.056224823,0.0019469076,0.00040981726,0.00016969148],"about_ca_topic_score_codex":0.00004265976,"about_ca_topic_score_gemma":0.000014526025,"teacher_disagreement_score":0.23486042,"about_ca_system_score_codex":0.00015468887,"about_ca_system_score_gemma":0.000024347346,"threshold_uncertainty_score":0.9997775},"labels":[],"label_agreement":null},{"id":"W2055003721","doi":"10.1016/j.joms.2014.11.020","title":"Linear and Volumetric Airway Changes After Maxillomandibular Advancement for Obstructive Sleep Apnea","year":2014,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Airway; Obstructive sleep apnea; Polysomnography; Body mass index; Sleep apnea; Apnea; Anesthesia; Internal medicine","score_opus":0.020022153951050354,"score_gpt":0.2785661691428939,"score_spread":0.25854401519184356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055003721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98796576,0.0024402323,0.006765199,0.0016702273,0.00067750225,0.0003790554,0.000023584862,0.000012494931,0.00006596351],"genre_scores_gemma":[0.9931282,0.00080771174,0.005165314,0.00031260648,0.00032256855,0.000030045581,0.000007153153,0.00003761917,0.00018878718],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844086,0.000044393128,0.0004268814,0.00024236598,0.00045594497,0.0003895653],"domain_scores_gemma":[0.9987087,0.00010238033,0.00025651167,0.0001226808,0.00046008543,0.00034961945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007753233,0.0002103481,0.00067364954,0.0005495998,0.00011020761,0.000036828304,0.000056148197,0.00011112262,0.00007125418],"category_scores_gemma":[0.0006232866,0.00015908967,0.00018352298,0.00027725814,0.00019116237,0.00022339076,0.00007405137,0.00022247065,0.0000030309352],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021084337,0.000093216906,0.102674484,0.00019069512,0.00020972302,0.00008183436,0.00009935482,0.0000014861723,0.0019587295,0.00009651717,0.000026597556,0.8924589],"study_design_scores_gemma":[0.004542086,0.0027679927,0.39125273,0.000113759685,0.0004637254,0.0009133532,0.0002732803,0.0013725165,0.006073713,0.00091583567,0.5907853,0.0005256742],"about_ca_topic_score_codex":0.00001419956,"about_ca_topic_score_gemma":0.000002970781,"teacher_disagreement_score":0.89193326,"about_ca_system_score_codex":0.000066310226,"about_ca_system_score_gemma":0.000026277268,"threshold_uncertainty_score":0.6487489},"labels":[],"label_agreement":null},{"id":"W2055275550","doi":"10.1016/j.jpeds.2007.01.026","title":"Adenotonsillectomy Improves Sleep, Breathing, and Quality of Life But Not Behavior","year":2007,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"Canadian Child Health Clinician Scientist Program; McGill University","keywords":"Medicine; Breathing; Sleep disordered breathing; Tonsillectomy; Sleep and breathing; Quality of life (healthcare); Sleep (system call); Anesthesia; Audiology; Obstructive sleep apnea; Nursing","score_opus":0.03861064261559852,"score_gpt":0.3416670163275398,"score_spread":0.3030563737119413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055275550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99591464,0.0021263682,0.00090907176,0.0003615945,0.00018765702,0.0002507516,0.00000959199,0.0000070705655,0.00023325022],"genre_scores_gemma":[0.9972225,0.00038291424,0.00141054,0.00011131591,0.00076053495,6.9066095e-7,5.589753e-7,0.000018649996,0.000092319104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977153,0.00015336732,0.0008021867,0.00009560884,0.00095779775,0.00027571604],"domain_scores_gemma":[0.99709755,0.0009835721,0.0006486806,0.00024365177,0.0007151585,0.00031138895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041983747,0.00012402156,0.00041424812,0.00031101613,0.00008018868,0.000012798078,0.00020251863,0.00010357956,0.000034252495],"category_scores_gemma":[0.002110905,0.00007836853,0.00012070937,0.0003427353,0.00020880338,0.000108339846,0.000099830744,0.0006760556,0.0000028080017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038075652,0.00058294635,0.6835284,0.0006685426,0.000115020965,0.0001497226,0.0022598992,0.000002787815,0.28104275,0.000190671,0.00026402294,0.027387634],"study_design_scores_gemma":[0.002743867,0.0007497099,0.9706274,0.000010168642,0.0006799192,0.00041005068,0.001242816,0.000012439314,0.02332498,0.000036684447,0.000055231398,0.000106718995],"about_ca_topic_score_codex":0.00013563521,"about_ca_topic_score_gemma":0.000009283028,"teacher_disagreement_score":0.287099,"about_ca_system_score_codex":0.000077721736,"about_ca_system_score_gemma":0.0001375224,"threshold_uncertainty_score":0.3195776},"labels":[],"label_agreement":null},{"id":"W2055438151","doi":"10.1109/iembs.2010.5627650","title":"Unsupervised classification of respiratory sound signal into snore/no-snore classes","year":2010,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Manitoba; University of Manitoba","funders":"","keywords":"Microphone; Sound (geography); Speech recognition; Computer science; Polysomnography; SIGNAL (programming language); Pattern recognition (psychology); Principal component analysis; Audio signal; Respiratory sounds; Cluster analysis; Feature vector; Bioacoustics; Artificial intelligence; Acoustics; Medicine; Sound pressure; Apnea; Physics; Anesthesia; Telecommunications; Speech coding","score_opus":0.042948767475744186,"score_gpt":0.3375560661463042,"score_spread":0.29460729867056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055438151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629304,0.000043099844,0.0007096232,0.0005184551,0.0001941346,0.00045391681,0.0000052615674,0.00007499247,0.035070155],"genre_scores_gemma":[0.99500257,0.000002568095,0.0037517655,0.00019351265,0.0003278716,0.000030357407,0.000024263,0.00003374069,0.0006333425],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9982086,0.00007921257,0.00039072774,0.00035957524,0.00067036215,0.00029153153],"domain_scores_gemma":[0.9979648,0.00019379552,0.00009258024,0.00061879173,0.0008955701,0.00023448288],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004330586,0.0001624329,0.0002870656,0.00025707576,0.000081457525,0.000023469918,0.00021368846,0.0002085144,0.0036178888],"category_scores_gemma":[0.0005148585,0.00013118565,0.00010651513,0.00035416923,0.00046186653,0.00015804423,0.000079725745,0.0005705364,0.00035829077],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002014686,0.0001841259,0.16819581,0.00012409528,0.0000595143,0.000006772719,0.00011685431,2.6345808e-7,0.8116972,0.0061415453,0.00057460496,0.012697765],"study_design_scores_gemma":[0.0035351065,0.001000357,0.74141884,0.000035668647,0.00010321065,0.000018098355,0.001198118,0.0022555767,0.23153915,0.0022590284,0.016307175,0.00032968874],"about_ca_topic_score_codex":0.00007087103,"about_ca_topic_score_gemma":0.00020448733,"teacher_disagreement_score":0.580158,"about_ca_system_score_codex":0.00007781806,"about_ca_system_score_gemma":0.00016087394,"threshold_uncertainty_score":0.99729294},"labels":[],"label_agreement":null},{"id":"W2055814287","doi":"10.1001/jamaoto.2013.1321","title":"African American Ethnicity as a Risk Factor for Respiratory Complications Following Adenotonsillectomy","year":2013,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Ethnic group; Cohort; Perioperative; Odds ratio; Retrospective cohort study; Tonsillectomy; Pediatrics; Internal medicine; Surgery","score_opus":0.04120373417754011,"score_gpt":0.33104805734196496,"score_spread":0.2898443231644249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055814287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98889667,0.0003793008,0.00060406124,0.003712473,0.00031146454,0.0034440244,0.00021184585,0.00035566397,0.0020845204],"genre_scores_gemma":[0.9921477,0.000024828654,0.0023563018,0.002717922,0.00032534328,0.0020622928,0.00006896668,0.00013753783,0.00015911339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99537057,0.00065608585,0.000896263,0.001069859,0.00067068613,0.0013365592],"domain_scores_gemma":[0.99228704,0.0044852355,0.0004855127,0.0012774119,0.0007004641,0.0007643266],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078337715,0.00049348053,0.0013524742,0.0008287246,0.00055102055,0.0001033269,0.00038279445,0.00034442896,0.00062266353],"category_scores_gemma":[0.0062106987,0.00046506827,0.0009293936,0.0012970913,0.0007310522,0.00041893753,0.00020680657,0.0012214166,0.00066747237],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042537096,0.0004127052,0.92002505,0.00016367756,0.0006149122,0.00012840709,0.0004796148,0.0000010151177,0.01675006,0.00009660034,0.0035443914,0.057358224],"study_design_scores_gemma":[0.0016082987,0.0004664311,0.981295,0.00010517943,0.00015302608,0.00012081914,0.0004101446,0.0004997818,0.002118605,0.00021055316,0.012566384,0.00044580008],"about_ca_topic_score_codex":0.0019159499,"about_ca_topic_score_gemma":0.00013961228,"teacher_disagreement_score":0.061269954,"about_ca_system_score_codex":0.0004072711,"about_ca_system_score_gemma":0.0003791956,"threshold_uncertainty_score":0.9997801},"labels":[],"label_agreement":null},{"id":"W2055838827","doi":"10.1016/j.cjca.2011.07.634","title":"Cheyne-Stokes Respiration Due to Chronic Heart Failure Abates With Coronary Artery Revascularization","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Cheyne–Stokes respiration; Cardiology; Heart failure; Revascularization; Internal medicine; Coronary artery disease; Respiratory failure; Myocardial infarction","score_opus":0.015450571597138793,"score_gpt":0.2565347622753637,"score_spread":0.2410841906782249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055838827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797604,0.0016595795,0.009268801,0.0074761156,0.00043823323,0.0004217657,0.000010775279,0.000008317717,0.0009560033],"genre_scores_gemma":[0.9964577,0.0000047869567,0.000967406,0.00035765205,0.0021292986,0.0000076285837,0.000015170995,0.000023646833,0.000036739013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870574,0.00019410704,0.0002594054,0.00012417437,0.00024026998,0.00047632126],"domain_scores_gemma":[0.99825263,0.000040431474,0.00008124494,0.00021287538,0.00045480998,0.0009580139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062404375,0.00011844592,0.00042086118,0.00044918497,0.00008961637,0.000017481192,0.000100121724,0.00012565168,0.00007169419],"category_scores_gemma":[0.00024658337,0.00009555694,0.00011292405,0.00023623626,0.00013520553,0.00021541359,0.000010594545,0.0003399317,0.000044110453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034978427,0.000007539558,0.94359314,0.00007456125,0.00079568825,0.00075582636,0.00053852575,0.0018331086,0.031157091,0.00031058016,0.00976676,0.010817414],"study_design_scores_gemma":[0.0012889421,0.0015788166,0.8419669,0.0000793128,0.00016015553,0.013263317,0.00022555004,0.000019558018,0.0020174214,0.000022970715,0.13923173,0.0001453168],"about_ca_topic_score_codex":0.000106340805,"about_ca_topic_score_gemma":0.0013103164,"teacher_disagreement_score":0.12946497,"about_ca_system_score_codex":0.00061619875,"about_ca_system_score_gemma":0.00085422094,"threshold_uncertainty_score":0.3896699},"labels":[],"label_agreement":null},{"id":"W2055865152","doi":"10.2337/dc07-0655","title":"Tonsillectomy and Adenoidectomy Are Not Associated With an Altered Risk of Childhood-Onset Type 1 Diabetes","year":2007,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Diabetes Canada","keywords":"Tonsillectomy; Medicine; Adenoidectomy; Pediatrics; Diabetes mellitus; Type 2 diabetes; Type 1 diabetes; Medical record; Cohort; Surgery; Internal medicine; Endocrinology","score_opus":0.01096935091519125,"score_gpt":0.26398214747765514,"score_spread":0.2530127965624639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055865152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99745405,0.0010786486,0.0000018385658,0.000054094315,0.00008019318,0.00058147823,0.00034853275,0.0000875127,0.00031365888],"genre_scores_gemma":[0.99899685,0.000016143851,0.00037075178,0.00013787561,0.00009686454,0.000013916249,0.00028642328,0.00006388291,0.000017289807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789536,0.00014975622,0.0002911897,0.00044910397,0.00055266975,0.0006618957],"domain_scores_gemma":[0.99769956,0.00045831568,0.00022047313,0.00047023394,0.0008031615,0.00034827195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003973323,0.00026102987,0.00057610753,0.0002968865,0.00012318189,0.000027788265,0.00013898834,0.00016547965,0.000066342036],"category_scores_gemma":[0.0012640345,0.00021182462,0.00007437269,0.00065844104,0.00028576737,0.00012906395,0.000081544335,0.0004317141,0.000011506766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014521046,0.00015631359,0.9864225,0.000117754484,0.00044106436,0.000014047827,0.001220676,0.0000013741246,0.004489174,0.0000025696033,0.0000409121,0.006948409],"study_design_scores_gemma":[0.0023605793,0.0014366241,0.90914893,0.00019781778,0.00026082277,0.0000018828748,0.002877439,0.00007490486,0.083363116,0.000016524958,0.00004581663,0.00021556657],"about_ca_topic_score_codex":0.000017649485,"about_ca_topic_score_gemma":0.000094362484,"teacher_disagreement_score":0.07887394,"about_ca_system_score_codex":0.00012479891,"about_ca_system_score_gemma":0.00006204589,"threshold_uncertainty_score":0.86379576},"labels":[],"label_agreement":null},{"id":"W2056278808","doi":"10.1378/chest.1824934","title":"Prevalence and Impact of Undiagnosed OSA in Patients Needing Coronary Artery Bypass Grafting","year":2014,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Bypass grafting; Session (web analytics); Artery; Internal medicine; Cardiology","score_opus":0.018733199232090745,"score_gpt":0.30199290017083563,"score_spread":0.28325970093874486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056278808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992079,0.000109198314,0.00006479314,0.000065939705,0.000080423735,0.00015000904,0.0000025924098,0.0000055784485,0.00031352663],"genre_scores_gemma":[0.99937296,0.00004493004,0.0004100655,0.000014045114,0.00012969851,0.0000018158673,0.0000017865112,0.000014336613,0.000010392455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988815,0.00008174871,0.00028900214,0.00013111415,0.00033943137,0.00027720846],"domain_scores_gemma":[0.99919945,0.00019746176,0.00013609689,0.00010903379,0.00015087682,0.00020706846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055734126,0.00010257208,0.00022095532,0.000224041,0.0000521369,0.00002337938,0.0000814079,0.000054574637,0.00006876055],"category_scores_gemma":[0.00073589897,0.0000815492,0.000066329034,0.00014911585,0.0001039899,0.00017346101,0.000053393727,0.00043705592,0.0000034942673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001585411,0.00011945061,0.9754076,0.00013810559,0.00005332344,0.000033648757,0.0002746833,0.000003841216,0.004211568,0.000004284927,0.00001591135,0.01957906],"study_design_scores_gemma":[0.0032774452,0.00080283685,0.99400747,0.00023658297,0.00002672806,0.00021304136,0.00008630224,0.0004888072,0.0007147791,0.00007314862,0.0000057640236,0.00006711934],"about_ca_topic_score_codex":0.000008755487,"about_ca_topic_score_gemma":9.1813416e-7,"teacher_disagreement_score":0.01951194,"about_ca_system_score_codex":0.00018266188,"about_ca_system_score_gemma":0.000040838084,"threshold_uncertainty_score":0.332548},"labels":[],"label_agreement":null},{"id":"W2056490197","doi":"10.1097/00000542-200610000-00009","title":"Recurrent Hypoxemia in Children Is Associated with Increased Analgesic Sensitivity to Opiates","year":2006,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":314,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Anesthesia; Hypoxemia; Morphine; Analgesic; Opiate; Opioid; Apnea; Obstructive sleep apnea; Internal medicine","score_opus":0.009877220792157361,"score_gpt":0.25775502098530695,"score_spread":0.2478778001931496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056490197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983275,0.00008292169,0.00000661065,0.00055934244,0.000014167206,0.0005894946,0.000011690647,0.000053678123,0.0003546191],"genre_scores_gemma":[0.9987384,0.000003853662,0.00020830124,0.00073267746,0.0000759607,0.000029792238,0.00013167952,0.000026252419,0.000053079457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982372,0.0003610616,0.0002258408,0.00043761867,0.00023959659,0.00049871794],"domain_scores_gemma":[0.99908644,0.00028366846,0.00006602881,0.00028592462,0.00013769144,0.00014023916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004283542,0.00018834043,0.00046426745,0.00029953633,0.000048137263,0.000008655308,0.00007828162,0.00016188128,0.00007643182],"category_scores_gemma":[0.00031127097,0.00014958448,0.000051005074,0.0005679895,0.00013692102,0.00003852008,0.00004369429,0.0002930672,0.00009029726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040368355,0.00026423656,0.9913131,0.000005548781,0.00005897118,0.00041056392,0.00005016055,0.000008144782,0.004553478,0.000071539565,0.00022825446,0.0026323458],"study_design_scores_gemma":[0.0016594201,0.0009349183,0.99163204,0.000042994416,0.00003763103,0.00030166653,0.000020341706,0.00010946143,0.004928384,0.00010093481,0.00007245631,0.00015977678],"about_ca_topic_score_codex":0.0029483265,"about_ca_topic_score_gemma":0.0007350855,"teacher_disagreement_score":0.002472569,"about_ca_system_score_codex":0.00019911671,"about_ca_system_score_gemma":0.000064218446,"threshold_uncertainty_score":0.6099878},"labels":[],"label_agreement":null},{"id":"W2056907488","doi":"10.1007/bf02696652","title":"Sleep apnea in heart failure: Implications of sympathetic nervous system activation for disease progression and treatment","year":2005,"lang":"en","type":"review","venue":"Current Heart Failure Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Heart failure; Sleep apnea; Sympathetic nervous system; Cardiology; Obstructive sleep apnea; Central sleep apnea; Autonomic nervous system; Apnea; Neurology; Heart disease; Internal medicine; Sleep (system call); Anesthesia; Heart rate; Blood pressure; Polysomnography","score_opus":0.0504893934564154,"score_gpt":0.389714983711661,"score_spread":0.3392255902552456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056907488","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012503074,0.98386395,0.00025110657,0.0022968159,0.00023937043,0.011866841,0.00010831527,0.00010962518,0.000013664649],"genre_scores_gemma":[0.20662433,0.7587679,0.009380833,0.00002449166,0.0017780435,0.0183573,0.004426572,0.0005642723,0.000076272794],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960272,0.00021986607,0.0015365966,0.0010721721,0.00057324267,0.00057098066],"domain_scores_gemma":[0.99699247,0.00022610153,0.0007698207,0.0011195693,0.00034566253,0.00054637063],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047027794,0.00061955175,0.0021696347,0.00067474967,0.00013075533,0.000043528948,0.00008853006,0.00030516135,0.000013314711],"category_scores_gemma":[0.00018902964,0.000469788,0.0006680573,0.00059470325,0.00014740154,0.00014255544,0.00009012813,0.00041968966,0.000006809844],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033479937,0.0006854348,0.004262826,0.025773257,0.0001181648,0.000024615149,0.00004374155,0.0000014995863,0.00002780306,0.00008249612,0.00036152682,0.96858513],"study_design_scores_gemma":[0.00070501986,0.00030322347,0.0016211302,0.016047804,0.0010702743,0.0008388106,0.000037458638,0.00015635397,0.000032284595,0.000015648078,0.97882706,0.0003449081],"about_ca_topic_score_codex":0.000011510482,"about_ca_topic_score_gemma":0.000010897415,"teacher_disagreement_score":0.97846556,"about_ca_system_score_codex":0.0011739369,"about_ca_system_score_gemma":0.0004940085,"threshold_uncertainty_score":0.9997754},"labels":[],"label_agreement":null},{"id":"W2056942338","doi":"10.1016/j.cjca.2015.02.035","title":"Obstructive Sleep Apnea Effects on the Right Ventricle and Beyond","year":2015,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Obstructive sleep apnea; Confounding; Scopus; Sleep apnea; Obesity; Internal medicine; Population; Disease; Sleep study; Apnea; Pediatrics; Cardiology; MEDLINE; Polysomnography; Environmental health","score_opus":0.013875876530713819,"score_gpt":0.24940504244433503,"score_spread":0.23552916591362122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056942338","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04311777,0.0045739566,0.00016446592,0.90048164,0.0044534425,0.0010383403,0.00015626007,0.000010015952,0.046004094],"genre_scores_gemma":[0.7255244,0.00003245465,0.00011361822,0.24466819,0.02893546,0.000022847058,0.000051876046,0.00012781986,0.0005233285],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749583,0.00069622474,0.00035394676,0.00028245736,0.0004859004,0.00068565505],"domain_scores_gemma":[0.9968535,0.00094000134,0.00026502582,0.00042529777,0.0007261484,0.0007900437],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00068867946,0.00029692645,0.0010185328,0.0006859778,0.00014178277,0.00003944981,0.00034289632,0.0007075879,0.000060552902],"category_scores_gemma":[0.0012652858,0.00019018954,0.00028680294,0.00021545372,0.00064680376,0.000050835453,0.000034204895,0.0036206692,0.00004419411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096537435,0.0000010474774,0.002661322,0.00008215749,0.0012774784,0.019107107,0.00014817614,0.000009293068,0.000039444636,0.00019735232,0.9613385,0.015041562],"study_design_scores_gemma":[0.0012692835,0.0009836418,0.0077640745,0.00005880893,0.00044194993,0.007205963,0.0000824186,0.00000918828,0.00019502058,0.0017753722,0.98002607,0.00018822646],"about_ca_topic_score_codex":0.00013133076,"about_ca_topic_score_gemma":0.00006095525,"teacher_disagreement_score":0.68240666,"about_ca_system_score_codex":0.00072277954,"about_ca_system_score_gemma":0.0008827108,"threshold_uncertainty_score":0.998678},"labels":[],"label_agreement":null},{"id":"W2057278009","doi":"10.1111/j.0307-7772.2004.00771.x","title":"Large international differences in (adeno)tonsillectomy rates","year":2004,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tonsillectomy; Medicine; Pediatrics; Adenoidectomy; European union; Demography; Surgery","score_opus":0.059425337592764284,"score_gpt":0.411166219933374,"score_spread":0.3517408823406097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057278009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872989,0.00015783076,0.0003677657,0.0064553902,0.00073511,0.00034786086,0.000007931222,0.000046263493,0.004582943],"genre_scores_gemma":[0.9974343,0.000079272846,0.0008376417,0.0010520476,0.0003132816,0.00003461413,0.00002715618,0.000016750948,0.00020491754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980614,0.00019231786,0.0006161715,0.00044280617,0.00025785074,0.0004294547],"domain_scores_gemma":[0.9987441,0.0005788018,0.00007902849,0.00027149214,0.00013259833,0.00019400658],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006170684,0.00013654627,0.00051001576,0.00024323676,0.00003960378,0.000013423591,0.00026473287,0.00027718893,0.00094104896],"category_scores_gemma":[0.0023849327,0.00011208892,0.00014804823,0.00027824636,0.0003812336,0.00008162265,0.00019134628,0.00083798595,0.00041208215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031814087,0.00079510175,0.99279004,0.000012214836,0.0000962283,0.00046137196,0.00010162321,4.7296612e-7,0.00039757873,0.0038440733,0.000060722214,0.001122458],"study_design_scores_gemma":[0.0066132196,0.00051633565,0.98768455,0.0000305854,0.00001614764,0.00010447767,0.000106463456,0.00017529062,0.00035107703,0.0023841842,0.0019139487,0.000103744336],"about_ca_topic_score_codex":0.00004267417,"about_ca_topic_score_gemma":0.00012827165,"teacher_disagreement_score":0.010135413,"about_ca_system_score_codex":0.00011101675,"about_ca_system_score_gemma":0.000117470714,"threshold_uncertainty_score":0.9999722},"labels":[],"label_agreement":null},{"id":"W2057784435","doi":"10.1016/j.sleep.2006.12.004","title":"The effect of gender on autonomic and respiratory responses during sleep among both young and middle-aged subjects","year":2007,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal","funders":"","keywords":"Non-rapid eye movement sleep; Sleep (system call); Polysomnography; Medicine; Respiratory system; Respiration; Sleep Stages; Respiratory minute volume; Psychology; Audiology; Slow-wave sleep; Analysis of variance; Internal medicine; Anesthesia; Eye movement; Electroencephalography; Apnea; Psychiatry; Ophthalmology","score_opus":0.022991691540783774,"score_gpt":0.2958143923955454,"score_spread":0.2728227008547616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057784435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99234045,0.0036857286,0.000033032968,0.00022744348,0.00030263528,0.0009803791,0.000003282217,0.0000559387,0.0023710877],"genre_scores_gemma":[0.999142,0.00007367351,0.000031166524,0.000092852526,0.00035474752,0.000021452206,0.0000032005382,0.00005229725,0.0002286298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972706,0.00038240448,0.0005276112,0.00048794824,0.0007240076,0.0006074429],"domain_scores_gemma":[0.99665385,0.0021337084,0.00017865241,0.0005723475,0.00008822693,0.00037319816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038627998,0.00030134348,0.0005699064,0.00045658977,0.00031647642,0.000015846603,0.0001461406,0.0001433636,0.00003895649],"category_scores_gemma":[0.0020253547,0.00018500882,0.00006256358,0.00030621456,0.0014192513,0.00008372648,0.00012394221,0.00058038795,0.0000048142856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008134016,0.000034042678,0.86754113,0.000433768,0.00027221043,0.00028036206,0.0012381198,0.0000018347343,0.11055494,0.00011131531,0.000029445007,0.011368816],"study_design_scores_gemma":[0.0071771936,0.002464213,0.9247499,0.00026538444,0.00017362695,0.00008713685,0.0006536238,0.00010683079,0.06409684,0.000019796595,0.00006691349,0.00013852339],"about_ca_topic_score_codex":0.000074763346,"about_ca_topic_score_gemma":0.000088843546,"teacher_disagreement_score":0.057208795,"about_ca_system_score_codex":0.00018197614,"about_ca_system_score_gemma":0.000022634227,"threshold_uncertainty_score":0.75444406},"labels":[],"label_agreement":null},{"id":"W2057942763","doi":"10.1007/s40140-013-0039-0","title":"Perioperative Management of Obstructive Sleep Apnea","year":2013,"lang":"en","type":"article","venue":"Current anesthesiology reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Anesthesiology; Delirium; Perioperative; Intensive care medicine; Anesthesia; Adverse effect; Sleep apnea; Pain medicine; Internal medicine","score_opus":0.024285736441455572,"score_gpt":0.30671228666049616,"score_spread":0.28242655021904056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057942763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99198294,0.0010638799,0.00010537932,0.00017951243,0.00042821863,0.0013255535,0.0000011691935,0.0000544849,0.0048588715],"genre_scores_gemma":[0.9978542,0.00004021944,0.0013384587,0.000027339123,0.00008299764,0.00025095392,0.000036702968,0.000027633334,0.0003415301],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797684,0.0001064457,0.00059422647,0.000551546,0.0003510595,0.00041988512],"domain_scores_gemma":[0.9983854,0.00005474192,0.0002694256,0.0006150333,0.0004860709,0.00018928968],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020773793,0.00023803409,0.00054911256,0.00018200249,0.00007758766,0.000011487409,0.00011364374,0.00011828008,0.00091420434],"category_scores_gemma":[0.00007494991,0.00018716279,0.00015702136,0.00026207676,0.00052956236,0.00013105426,0.00012674955,0.00030288752,0.00014019899],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012040989,0.00040923437,0.69631886,0.000416012,0.00040376835,0.0016810205,0.0005628809,0.000005930841,0.00552506,0.0016658349,0.00017615172,0.29271483],"study_design_scores_gemma":[0.0006880636,0.00039224673,0.98552233,0.00008108974,0.00013643969,0.0019467891,0.0008294673,0.00018487261,0.0064940876,0.0008098298,0.0027002825,0.00021448538],"about_ca_topic_score_codex":0.000014961028,"about_ca_topic_score_gemma":3.2207194e-7,"teacher_disagreement_score":0.29250035,"about_ca_system_score_codex":0.00008232803,"about_ca_system_score_gemma":0.000030962998,"threshold_uncertainty_score":0.9999991},"labels":[],"label_agreement":null},{"id":"W2057945387","doi":"10.1016/s0761-8425(04)71282-6","title":"L’apnée du sommeil : une maladie ou un syndrome ?","year":2004,"lang":"fr","type":"editorial","venue":"Revue des Maladies Respiratoires","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine","score_opus":0.025532249693856462,"score_gpt":0.28214579109882004,"score_spread":0.25661354140496356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057945387","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18590997,0.12720965,0.00039658023,0.0067059156,0.64698476,0.0049037086,0.002049448,0.00086107507,0.024978887],"genre_scores_gemma":[0.13561149,0.02690221,0.0026113668,0.00036548523,0.79547244,0.0009155707,0.0010618186,0.0014100743,0.035649534],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9856281,0.0010353457,0.0026676238,0.0030946077,0.003063229,0.004511042],"domain_scores_gemma":[0.9886467,0.0030778088,0.0010921354,0.0030751652,0.002121395,0.0019867835],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0017772047,0.0025624067,0.003927811,0.0015819748,0.0016425065,0.0005398449,0.002253091,0.0032764326,0.005412916],"category_scores_gemma":[0.011077997,0.002653726,0.0015497888,0.0027363508,0.005470807,0.0007598747,0.0015299635,0.0050574723,0.004462612],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061503486,0.008069913,0.049068484,0.08524922,0.01540058,0.13729359,0.006798664,0.0016262394,0.0048842193,0.023344168,0.2206235,0.44149107],"study_design_scores_gemma":[0.011508368,0.0043403087,0.026148122,0.013670244,0.0017866058,0.003802289,0.00071928033,0.0003271829,0.0011864698,0.0025265284,0.9313942,0.0025903943],"about_ca_topic_score_codex":0.0010455288,"about_ca_topic_score_gemma":0.000808943,"teacher_disagreement_score":0.7107707,"about_ca_system_score_codex":0.0063652126,"about_ca_system_score_gemma":0.0015902084,"threshold_uncertainty_score":0.9996572},"labels":[],"label_agreement":null},{"id":"W2058026022","doi":"10.1109/embc.2013.6610674","title":"Detection of apnoea from respiratory time series data using clinically recognizable features and kNN classification","year":2013,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Computer science; Pattern recognition (psychology); Artificial intelligence; Classifier (UML)","score_opus":0.10135220184452413,"score_gpt":0.3584397124915677,"score_spread":0.25708751064704355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058026022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99494475,0.00017754572,0.0014489776,0.00033339136,0.00007065438,0.0004964261,0.000035453573,0.000046864276,0.0024459485],"genre_scores_gemma":[0.9838129,0.00002360934,0.0151110245,0.000116493866,0.00016322239,0.000008746453,0.00008349926,0.000023003293,0.0006574521],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99876446,0.000105849125,0.0003597104,0.000366439,0.00025365254,0.00014986897],"domain_scores_gemma":[0.99859434,0.00018448774,0.00012532448,0.0006789076,0.0003094816,0.00010746971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040735144,0.00009323814,0.0002170252,0.00009513336,0.000059831404,0.000034273326,0.00013170428,0.00013400955,0.00067224784],"category_scores_gemma":[0.000828243,0.000076562006,0.0000218199,0.00016218607,0.00019319555,0.00048467197,0.00018345345,0.00020076089,0.00009093408],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020447485,0.000050949595,0.025585145,0.00003651017,0.0000581155,0.0000011345675,0.000033790977,1.9284613e-7,0.90911794,0.00001201638,0.0003911006,0.064508624],"study_design_scores_gemma":[0.0016943124,0.0005985179,0.7848402,0.00007069678,0.00016727218,0.000026173322,0.0006979759,0.014924864,0.19497639,0.00056883926,0.0012245157,0.00021018785],"about_ca_topic_score_codex":0.0005692497,"about_ca_topic_score_gemma":0.000037195823,"teacher_disagreement_score":0.7592551,"about_ca_system_score_codex":0.00003799257,"about_ca_system_score_gemma":0.000043861037,"threshold_uncertainty_score":0.73606426},"labels":[],"label_agreement":null},{"id":"W2058090893","doi":"10.1186/1471-2288-9-50","title":"Data enhancement for co-morbidity measurement among patients referred for sleep diagnostic testing: an observational study","year":2009,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale","keywords":"Observational study; Medicine; Kappa; Emergency medicine; Cohen's kappa; Population; Retrospective cohort study; Pediatrics; Physical therapy; Intensive care medicine; Internal medicine; Statistics","score_opus":0.9228884049243719,"score_gpt":0.6355039764328965,"score_spread":0.2873844284914754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058090893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6664115,0.000094307354,0.3225283,0.0012563262,0.00039827733,0.008884618,0.0001951774,0.000061947736,0.00016955943],"genre_scores_gemma":[0.7832011,0.000013556886,0.21195744,0.0002731391,0.0009362175,0.0019475172,0.0015459751,0.00005169663,0.00007337808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9807054,0.008333743,0.0010459266,0.001537142,0.006848682,0.0015291064],"domain_scores_gemma":[0.8509032,0.13599156,0.00027634026,0.0027302091,0.007981904,0.0021167651],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.071203314,0.0003014278,0.0008913314,0.0004367265,0.00045615394,0.00004968975,0.0014860677,0.00032805165,0.0003988375],"category_scores_gemma":[0.70898443,0.00025152817,0.000105887055,0.0006495479,0.00065478415,0.00025459894,0.00049986993,0.0010216896,0.000017219278],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005243672,0.01037315,0.6835503,0.0005068466,0.00034104893,0.000048580438,0.00030958166,0.000006232761,0.003758426,0.000593231,0.0065833265,0.2886856],"study_design_scores_gemma":[0.010656084,0.016041225,0.94559324,0.00011402297,0.00012484488,0.0000053110816,0.00047022145,0.021259481,0.0013076882,0.0020429932,0.0021405867,0.0002443255],"about_ca_topic_score_codex":0.00022180384,"about_ca_topic_score_gemma":0.000877253,"teacher_disagreement_score":0.63778114,"about_ca_system_score_codex":0.0006317436,"about_ca_system_score_gemma":0.0015736981,"threshold_uncertainty_score":0.9999937},"labels":[],"label_agreement":null},{"id":"W2058118880","doi":"10.3109/0886022x.2014.962408","title":"Sleep apnea in patients with chronic kidney disease: a single center experience","year":2014,"lang":"en","type":"article","venue":"Renal Failure","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Sleep apnea; Kidney disease; Body mass index; Apnea; Internal medicine; Percentile; Polysomnography; Quartile; Obstructive sleep apnea; Physical therapy; Pediatrics; Confidence interval","score_opus":0.007400192850957473,"score_gpt":0.243399672018231,"score_spread":0.23599947916727354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058118880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965032,0.000038499806,0.0008037763,0.0012733175,0.000057647296,0.0005156269,0.000023018516,0.00004404919,0.0007409118],"genre_scores_gemma":[0.9988219,4.4182923e-7,0.0005035666,0.00022390691,0.00015640547,0.000047817983,0.00010681609,0.000032054588,0.00010708784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828583,0.000068441565,0.00017654865,0.00038830194,0.00062096637,0.00045993156],"domain_scores_gemma":[0.99883556,0.000027788285,0.00004605614,0.00041198335,0.00013315507,0.00054544926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007418421,0.00017363766,0.00022218798,0.0001481741,0.000050514005,0.000027822118,0.00014532004,0.000058670288,0.0003810026],"category_scores_gemma":[0.00022620056,0.0001286365,0.000052532356,0.000319425,0.00015176192,0.00015284467,0.000080308346,0.0002670566,0.000090774796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080485235,0.0005695979,0.9824432,0.00012470364,0.000036188372,0.00003971458,0.00024627647,0.000010397023,0.0024203712,0.00010008197,0.00028415513,0.01292045],"study_design_scores_gemma":[0.012428858,0.0015044505,0.94005394,0.00040745008,0.000041888914,0.00001202763,0.000067270805,0.0025238746,0.0023121748,0.000029405654,0.040247694,0.00037098234],"about_ca_topic_score_codex":0.000013191923,"about_ca_topic_score_gemma":0.0000295697,"teacher_disagreement_score":0.04238929,"about_ca_system_score_codex":0.00029759837,"about_ca_system_score_gemma":0.000048900547,"threshold_uncertainty_score":0.5245644},"labels":[],"label_agreement":null},{"id":"W2058153849","doi":"10.1097/00004872-200112000-00022","title":"High prevalence of unrecognized sleep apnoea in drug-resistant hypertension","year":2001,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":953,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute; Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"","keywords":"Medicine; Blood pressure; Body mass index; Antihypertensive drug; Internal medicine; Ambulatory blood pressure; Diastole; Ambulatory; Cardiology","score_opus":0.0347015934698434,"score_gpt":0.2751739439800156,"score_spread":0.24047235051017218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058153849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952543,0.0018143079,0.000086411994,0.0018827902,0.00043279567,0.00031635992,0.0000037217562,0.000011567383,0.0001977904],"genre_scores_gemma":[0.9955729,0.0010147113,0.0028068349,0.0002167103,0.00019212435,0.000001924579,0.0000023295331,0.000034635956,0.0001578023],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.996995,0.00020136593,0.0010333199,0.00025868876,0.0011343823,0.00037726416],"domain_scores_gemma":[0.99715215,0.0002995233,0.00048581715,0.00036095592,0.001452276,0.00024929913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001022641,0.00020618245,0.0008844053,0.0007074324,0.000047840716,0.000010489199,0.00020944384,0.00012726104,0.00022920212],"category_scores_gemma":[0.0010709645,0.00014733057,0.00023854797,0.0006123093,0.00014040859,0.00023122312,0.000088474095,0.0006010523,0.000021243857],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007168017,0.0010538363,0.043860126,0.00034754895,0.00013457067,0.005428212,0.00011933068,0.00005049627,0.91477317,0.00003776507,0.000553148,0.026473789],"study_design_scores_gemma":[0.020696554,0.0024493982,0.860463,0.002119906,0.0006242138,0.011112354,0.0006906749,0.0033127253,0.09640514,0.00052025245,0.001221517,0.0003842586],"about_ca_topic_score_codex":0.00013721376,"about_ca_topic_score_gemma":0.00001591642,"teacher_disagreement_score":0.818368,"about_ca_system_score_codex":0.00016843785,"about_ca_system_score_gemma":0.00009262553,"threshold_uncertainty_score":0.6007967},"labels":[],"label_agreement":null},{"id":"W2058205062","doi":"10.1097/aln.0b013e318216e858","title":"Sleep Medicine and Anesthesia","year":2011,"lang":"en","type":"editorial","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Sleep (system call); Anesthesia; Anesthesiology; Sleep medicine; Sleep disorder; Psychiatry; Insomnia","score_opus":0.02889139684278783,"score_gpt":0.31336444147399883,"score_spread":0.284473044631211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058205062","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17056024,0.01598243,0.0000241854,0.0039791423,0.79457396,0.0025414045,0.000019540561,0.00054883887,0.0117702475],"genre_scores_gemma":[0.017400417,0.0012985541,0.00052780675,0.0008288651,0.9774702,0.00011646702,0.000512822,0.00022346877,0.0016213862],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969349,0.00028338248,0.00049876125,0.00093073025,0.0006703002,0.00068190525],"domain_scores_gemma":[0.9966956,0.0013755573,0.00021545727,0.00082892185,0.00049387163,0.00039059675],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006162853,0.0005272158,0.0014382957,0.0004915577,0.00009946163,0.000009309689,0.0003214937,0.0019153687,0.0009339758],"category_scores_gemma":[0.0018322014,0.0003935639,0.00011889251,0.0002078931,0.0014161547,0.000052885167,0.000108155495,0.0014966782,0.00030937692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081238325,0.00009185462,0.006446784,0.00039243986,0.00022678106,0.003808428,0.0004050099,2.1400227e-8,0.0002280927,0.00039302692,0.97182715,0.015368011],"study_design_scores_gemma":[0.001744172,0.0030347293,0.022157433,0.0001199894,0.00036740227,0.0016540702,0.00008611904,0.0000075017806,0.00006165791,0.00075854355,0.96966136,0.00034703524],"about_ca_topic_score_codex":0.00031362104,"about_ca_topic_score_gemma":0.000010058643,"teacher_disagreement_score":0.18289624,"about_ca_system_score_codex":0.0000919522,"about_ca_system_score_gemma":0.00011997623,"threshold_uncertainty_score":0.9999793},"labels":[],"label_agreement":null},{"id":"W2058368362","doi":"10.1016/j.sleep.2012.10.016","title":"Full-night versus 4 h evening polysomnography in children less than 2 years of age","year":2012,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Polysomnography; Medicine; Obstructive sleep apnea; Evening; Apnea; Pediatrics; Hypopnea; Anesthesia; Internal medicine","score_opus":0.028488405200826572,"score_gpt":0.3131662380097592,"score_spread":0.2846778328089326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058368362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925489,0.0022911285,0.00007192123,0.00038608658,0.0005834277,0.0005406416,0.000009010021,0.00003816093,0.0035307438],"genre_scores_gemma":[0.99855745,0.00005336508,0.0003963796,0.00005860323,0.0007453342,0.00001936893,0.00006509,0.000041593124,0.00006283487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975792,0.000113684684,0.00044871285,0.0002849734,0.0008878864,0.00068551785],"domain_scores_gemma":[0.99874896,0.00017575377,0.00012314798,0.0005002053,0.00008210474,0.000369841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075336045,0.00020213304,0.00057699194,0.00083153875,0.00003359901,0.000003532025,0.00021560276,0.00013115385,0.00030732364],"category_scores_gemma":[0.00038009565,0.00017423666,0.00012075465,0.0010532956,0.0004669643,0.0001403934,0.00010501729,0.0004866324,0.00002898782],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014615654,0.0002886128,0.9382093,0.00005997528,0.0003139303,0.000058383623,0.0017684445,0.000001665247,0.01574948,0.00042957786,0.00010308072,0.041556],"study_design_scores_gemma":[0.0091732545,0.0009222532,0.9859244,0.00017530176,0.00016656029,0.000052432963,0.0010599938,0.000032592307,0.0020537595,0.00002818125,0.00025883762,0.00015238846],"about_ca_topic_score_codex":0.0004597944,"about_ca_topic_score_gemma":0.000059425576,"teacher_disagreement_score":0.04771516,"about_ca_system_score_codex":0.000106962,"about_ca_system_score_gemma":0.000020643341,"threshold_uncertainty_score":0.7105165},"labels":[],"label_agreement":null},{"id":"W2058387159","doi":"10.1007/s11325-012-0785-0","title":"High prevalence of undiagnosed obstructive sleep apnoea in the general population and methods for screening for representative controls","year":2012,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Women's College Hospital; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Population; Epidemiology; Pediatrics; Otorhinolaryngology; Neurology; Obstructive sleep apnea; Internal medicine; Surgery; Psychiatry; Environmental health","score_opus":0.04069304280766687,"score_gpt":0.39629345694577917,"score_spread":0.3556004141381123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058387159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8766004,0.0010985445,0.1196596,0.00031119667,0.00010191503,0.002131709,0.00004776171,0.000011261826,0.000037640337],"genre_scores_gemma":[0.8352478,0.000018654257,0.16418825,0.00006465024,0.0001882715,0.00023507922,0.000026618805,0.000016145614,0.000014499632],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998589,0.00029350832,0.00029678878,0.0002790774,0.00019557966,0.00034606713],"domain_scores_gemma":[0.99744475,0.0020036325,0.00014652012,0.00017818258,0.00013852483,0.00008838138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016399074,0.00014326871,0.00034118863,0.00013656564,0.00013775291,0.000025727117,0.000078227145,0.00008564593,0.0000058236974],"category_scores_gemma":[0.0010037484,0.00010327972,0.00007169594,0.00014316941,0.0001302058,0.00030861684,0.00005188415,0.00016345445,8.684302e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010079213,0.00013362271,0.6227015,0.00070210634,0.00029273622,0.000003260625,0.008081695,0.000036629765,0.014922297,0.010969242,0.0000051370275,0.34114382],"study_design_scores_gemma":[0.0049713864,0.0003231946,0.9660026,0.000089834946,0.0003110574,0.00005243268,0.0023284915,0.01541161,0.0069337115,0.003410157,0.000027017806,0.00013853077],"about_ca_topic_score_codex":0.00031823394,"about_ca_topic_score_gemma":0.0000052395358,"teacher_disagreement_score":0.34330103,"about_ca_system_score_codex":0.00004335531,"about_ca_system_score_gemma":0.000005266099,"threshold_uncertainty_score":0.4211625},"labels":[],"label_agreement":null},{"id":"W2058617074","doi":"10.1016/j.jopan.2009.01.004","title":"Meeting the Challenge of Obstructive Sleep Apnea: Developing a Protocol That Guides Perianesthesia Patient Care","year":2009,"lang":"en","type":"article","venue":"Journal of PeriAnesthesia Nursing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trillium Health Centre","funders":"","keywords":"Obstructive sleep apnea; Medicine; Protocol (science); Perioperative; Intensive care medicine; Population; Health care; MEDLINE; Sleep apnea; Medical emergency; Alternative medicine; Surgery; Internal medicine; Environmental health","score_opus":0.029358489468506024,"score_gpt":0.3258023974802323,"score_spread":0.2964439080117263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058617074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9544129,0.0012852883,0.0003762726,0.017151238,0.00022946043,0.022368385,0.0000016357412,0.000044931447,0.0041299034],"genre_scores_gemma":[0.98510176,0.000008857577,0.013652447,0.00017590006,0.00041969618,0.00057855604,0.0000010376058,0.00005447657,0.000007278228],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9962485,0.00037660412,0.0011303028,0.0003272609,0.001340513,0.0005768104],"domain_scores_gemma":[0.9965266,0.00020637533,0.0012131631,0.00047239775,0.0013531825,0.00022825375],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00075211085,0.00037617807,0.00088427006,0.0003924544,0.00031409596,0.00008047393,0.00044191437,0.00018195745,0.000051258918],"category_scores_gemma":[0.00050107774,0.00024835707,0.00039599286,0.00043987078,0.00038491713,0.00032865696,0.00002840593,0.0006420914,0.0000033460992],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003455605,0.0007334051,0.010030315,0.00065577443,0.00034084092,0.0014947361,0.07723708,0.00011576529,0.02071156,0.0019810663,0.00006623866,0.88317764],"study_design_scores_gemma":[0.015171183,0.02181973,0.36643213,0.015915234,0.0014038458,0.036983736,0.26418787,0.001365618,0.25291482,0.006219326,0.015509437,0.0020770933],"about_ca_topic_score_codex":0.000006920141,"about_ca_topic_score_gemma":0.0000010890942,"teacher_disagreement_score":0.88110054,"about_ca_system_score_codex":0.00073577836,"about_ca_system_score_gemma":0.0002972717,"threshold_uncertainty_score":0.99999684},"labels":[],"label_agreement":null},{"id":"W2058623427","doi":"10.1016/j.otohns.2008.12.013","title":"The role of tonsillectomy in reducing recurrent pharyngitis: A systematic review","year":2009,"lang":"en","type":"review","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"American Academy of Otolaryngology-Head and Neck Surgery","keywords":"Tonsillectomy; Pharyngitis; Medicine; Sore throat; Meta-analysis; Incidence (geometry); Randomized controlled trial; Scopus; MEDLINE; Surgery; Internal medicine","score_opus":0.023991471239366794,"score_gpt":0.35401090212874164,"score_spread":0.33001943088937485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058623427","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012641851,0.9882615,0.0000013122848,0.00011953114,0.00013757643,0.007823038,0.000013158173,0.000027193504,0.0036040084],"genre_scores_gemma":[0.000040168303,0.9984469,0.00007940922,0.000057321147,0.00007328798,0.0010486247,0.000057333447,0.000057497407,0.00013944888],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.994852,0.0015979955,0.001881386,0.00056572683,0.00047834095,0.00062453886],"domain_scores_gemma":[0.99663854,0.0010082296,0.0008031178,0.001206552,0.00020108533,0.00014247347],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015176345,0.0004570245,0.0053355773,0.00047126575,0.000072345014,0.000013594488,0.00057222706,0.0003388968,0.000079192156],"category_scores_gemma":[0.002397635,0.0002771746,0.0007347098,0.0010961546,0.00020711558,0.000045565343,0.00016283656,0.001203549,0.00010258551],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011899852,0.000079553836,0.000007693023,0.6304812,0.00024944666,0.00009714342,0.000021768146,6.9871207e-9,0.0000019875104,0.00022334026,0.00006690466,0.3687591],"study_design_scores_gemma":[0.00031492978,0.00029450178,0.000017056293,0.77357745,0.0025847196,0.0017261762,0.000020122114,0.0000121382,0.000005331933,0.00006358594,0.22117622,0.00020774701],"about_ca_topic_score_codex":0.000031248925,"about_ca_topic_score_gemma":0.0000152422335,"teacher_disagreement_score":0.36855134,"about_ca_system_score_codex":0.0003931419,"about_ca_system_score_gemma":0.00038463573,"threshold_uncertainty_score":0.99996805},"labels":[],"label_agreement":null},{"id":"W2058985505","doi":"10.1016/s1042-3699(02)00035-3","title":"Principles of oral appliance therapy for the management of sleep disordered breathing","year":2002,"lang":"en","type":"article","venue":"Oral and Maxillofacial Surgery Clinics of North America","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Sleep disordered breathing; Oral appliance; Sleep (system call); Breathing; Intensive care medicine; Anesthesia; Sleep apnea; Obstructive sleep apnea","score_opus":0.07266254215447575,"score_gpt":0.31965072575775105,"score_spread":0.2469881836032753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058985505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99405,0.0017734872,0.0017630458,0.0005837076,0.00014880998,0.001045098,0.00011339928,0.000016316206,0.00050609896],"genre_scores_gemma":[0.98569715,0.010262808,0.00363735,0.00009064455,0.000014306631,0.00005896258,0.000021277203,0.000022553702,0.00019494428],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984897,0.00002682278,0.0006250462,0.0002438717,0.00035176388,0.000262834],"domain_scores_gemma":[0.9988268,0.00020812612,0.0003868988,0.00030187255,0.00019562722,0.00008065212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033387437,0.00015107787,0.00061967457,0.00007874408,0.00007581622,0.0000057249786,0.00013848176,0.000045704808,0.000080757665],"category_scores_gemma":[0.00009268534,0.00010328136,0.00025920002,0.00033718834,0.00052511494,0.00006159354,0.00008971624,0.00011188528,0.0000017902648],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056420383,0.00028772352,0.23389488,0.00021518637,0.00031670832,0.000004252355,0.00009974857,0.00002079114,0.000033271408,0.000100090336,0.000008718656,0.7644544],"study_design_scores_gemma":[0.002591536,0.000904584,0.7233401,0.00008744595,0.00025705658,0.000006074596,0.00047207685,0.005106587,0.0004441137,0.000119692995,0.26638502,0.00028573687],"about_ca_topic_score_codex":0.0001603601,"about_ca_topic_score_gemma":0.000007929135,"teacher_disagreement_score":0.7641687,"about_ca_system_score_codex":0.000010336304,"about_ca_system_score_gemma":0.000013256242,"threshold_uncertainty_score":0.42116916},"labels":[],"label_agreement":null},{"id":"W2059091943","doi":"10.1016/j.smrv.2004.04.002","title":"Treatment of snoring and obstructive sleep apnea with mandibular repositioning appliances","year":2004,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Medical Research Council; National Health and Medical Research Council","keywords":"Medicine; Obstructive sleep apnea; Oral appliance; Population; Adverse effect; Sleep apnea; Breathing; Airway; Quality of life (healthcare); Intensive care medicine; Anesthesia; Physical therapy; Internal medicine","score_opus":0.058958060355997696,"score_gpt":0.36863559731232015,"score_spread":0.30967753695632244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059091943","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005884984,0.9901418,0.00081685925,0.00012588104,0.00021217256,0.0062933876,0.000021179141,0.00005406947,0.0022757791],"genre_scores_gemma":[0.00010567016,0.99362606,0.0040263543,0.000014995919,0.00070334005,0.0009930929,0.00022438708,0.00013730704,0.00016879007],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99496996,0.00033992453,0.0019330315,0.0012071427,0.00088514434,0.0006648163],"domain_scores_gemma":[0.99638504,0.0002704573,0.0014387384,0.0011633055,0.00025724844,0.0004852161],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005500055,0.0010916721,0.0069534723,0.00060588546,0.00017035824,0.00002098944,0.00023971536,0.00032198874,0.0001507106],"category_scores_gemma":[0.00023677145,0.00061339576,0.000565754,0.0010577746,0.0009293165,0.0001281107,0.00009324973,0.0005821427,0.000041695093],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006801726,0.0001369532,0.00020027343,0.06838963,0.0010946433,0.00031687357,0.00030605876,5.809823e-7,0.0000073738424,0.00025396666,0.0000049498235,0.9292207],"study_design_scores_gemma":[0.0035216913,0.0037296468,0.00008379666,0.090810955,0.01036948,0.0033735293,0.00021021787,0.000014528335,0.000034790253,0.000049819104,0.88721997,0.00058157794],"about_ca_topic_score_codex":0.00010783047,"about_ca_topic_score_gemma":0.000006927576,"teacher_disagreement_score":0.9286391,"about_ca_system_score_codex":0.00093747146,"about_ca_system_score_gemma":0.00014652708,"threshold_uncertainty_score":0.99963176},"labels":[],"label_agreement":null},{"id":"W2059683872","doi":"10.5664/jcsm.2842","title":"Inter-Observer Reliability of Candidate Predictive Morphometric Measurements for Women with Suspected Obstructive Sleep Apnea","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatchewan Health Authority; University of Saskatchewan","funders":"","keywords":"Obstructive sleep apnea; Medicine; Reliability (semiconductor); Polysomnography; Sleep apnea; Apnea; Sleep (system call); Predictive value of tests; Physical therapy; Audiology; Internal medicine","score_opus":0.06312851448734058,"score_gpt":0.36889250086210457,"score_spread":0.305763986374764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059683872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847139,0.0002342316,0.008833534,0.0023224284,0.0009891045,0.001972372,0.00002603244,0.000024588377,0.00088377163],"genre_scores_gemma":[0.99414617,0.00004055704,0.004153067,0.0001944596,0.0011865413,0.00008713324,0.000011441135,0.000063349726,0.000117286625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9924515,0.00050748914,0.003436998,0.0005679979,0.002281591,0.00075443526],"domain_scores_gemma":[0.9848107,0.0027664995,0.0023559725,0.0007286439,0.008120328,0.0012178423],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0056009726,0.00040972128,0.0025039131,0.00079663075,0.0000776939,0.000016887847,0.00054189994,0.0002955405,0.0013141871],"category_scores_gemma":[0.02289546,0.00024368709,0.0003836969,0.0015025547,0.0013318263,0.00046671662,0.00013042991,0.0013825895,0.000012095006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024111098,0.0016713877,0.8821781,0.00048465125,0.0030175592,0.000067884386,0.00077163044,0.00004504088,0.0038278862,0.000019636936,0.00079832826,0.08300675],"study_design_scores_gemma":[0.025185099,0.022519734,0.94443035,0.00034840658,0.00075122574,0.00013465183,0.0017496989,0.0015302004,0.0017337691,0.001011183,0.0003816636,0.00022401634],"about_ca_topic_score_codex":0.00013744998,"about_ca_topic_score_gemma":0.00001178749,"teacher_disagreement_score":0.08278273,"about_ca_system_score_codex":0.0006598969,"about_ca_system_score_gemma":0.00023716864,"threshold_uncertainty_score":0.99959874},"labels":[],"label_agreement":null},{"id":"W2059785082","doi":"10.1155/2012/134202","title":"Childhood Obesity and Obstructive Sleep Apnea","year":2012,"lang":"en","type":"article","venue":"Journal of Nutrition and Metabolism","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":256,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Obstructive sleep apnea; Obesity; Childhood obesity; Metabolic syndrome; Continuous positive airway pressure; Context (archaeology); Pediatrics; Management of obesity; Sleep apnea; Intensive care medicine; Internal medicine; Weight loss; Overweight","score_opus":0.01501381719484392,"score_gpt":0.28079868914001177,"score_spread":0.26578487194516787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059785082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97893125,0.018884417,0.00022522465,0.00090176944,0.00037746612,0.00018771371,0.0000075369485,0.000007504926,0.00047709898],"genre_scores_gemma":[0.9929459,0.0011943852,0.00443686,0.00016293464,0.0012204329,0.000002998012,0.0000018819098,0.00001178767,0.000022823308],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99900794,0.000077201286,0.00026313396,0.000092595976,0.00033037626,0.00022876142],"domain_scores_gemma":[0.9989941,0.00005739726,0.00015149689,0.00008315761,0.0002822813,0.00043155203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037237734,0.000107890206,0.00035184587,0.0002387459,0.000077412515,0.000022719238,0.00003990796,0.00007744875,0.000060863284],"category_scores_gemma":[0.00018325936,0.00008395293,0.00008605799,0.00013523186,0.0001194444,0.00041170957,0.00003688089,0.0003552865,0.000003999744],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012823198,0.011749487,0.2779518,0.0008553118,0.0017501801,0.00019243067,0.0076176943,3.3083361e-7,0.09745575,0.022703664,0.0011607999,0.5772802],"study_design_scores_gemma":[0.0047050933,0.00010082708,0.9680066,0.000041569023,0.00023935077,0.0023640697,0.0008539101,0.000010955526,0.0050727343,0.00097256934,0.017547544,0.000084781],"about_ca_topic_score_codex":0.000002229318,"about_ca_topic_score_gemma":1.7251742e-7,"teacher_disagreement_score":0.6900548,"about_ca_system_score_codex":0.000025442228,"about_ca_system_score_gemma":0.00001226218,"threshold_uncertainty_score":0.34235013},"labels":[],"label_agreement":null},{"id":"W2059931263","doi":"10.1007/s10439-012-0692-3","title":"Respiratory Flow–Sound Relationship During Both Wakefulness and Sleep and Its Variation in Relation to Sleep Apnea","year":2012,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manitoba Health; University of Manitoba; University of Toronto","funders":"","keywords":"Wakefulness; Sleep (system call); Sleep apnea; Apnea; Obstructive sleep apnea; Respiratory system; Medicine; Anesthesia; Audiology; Electroencephalography; Computer science; Internal medicine","score_opus":0.045313990167681555,"score_gpt":0.311999470788448,"score_spread":0.2666854806207664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059931263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894188,0.0010957902,0.008288114,0.00066942646,0.00012620132,0.000302019,0.000006161842,0.000036772213,0.000056693574],"genre_scores_gemma":[0.9984687,0.000008277334,0.0012026848,0.000058846545,0.0001955431,0.000026040128,0.00000795025,0.00002471312,0.000007264142],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99859244,0.000050231098,0.00036286766,0.00021326797,0.0004121637,0.0003690286],"domain_scores_gemma":[0.999056,0.0002496159,0.000049938437,0.00014554407,0.00007982901,0.0004190776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009419951,0.00013148776,0.00023866327,0.00061156665,0.000045829976,0.000011357608,0.00004882281,0.00016657128,0.000022831999],"category_scores_gemma":[0.0017335002,0.00013228452,0.000027804477,0.0005814433,0.00004517854,0.0003008112,0.0000782776,0.00029515088,0.000007338767],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095240795,0.0008132501,0.44280347,0.0037905937,0.00048781236,0.000089336085,0.010710498,0.0040256726,0.45961905,0.010202001,0.00003691728,0.06646899],"study_design_scores_gemma":[0.0008070768,0.000102671176,0.94258535,0.0000948146,0.000019633779,0.000017237384,0.000037764465,0.05178181,0.0042031733,0.000053350675,0.00017095591,0.00012614607],"about_ca_topic_score_codex":0.000006792803,"about_ca_topic_score_gemma":9.1155135e-7,"teacher_disagreement_score":0.4997819,"about_ca_system_score_codex":0.000049713457,"about_ca_system_score_gemma":0.000009778903,"threshold_uncertainty_score":0.53944063},"labels":[],"label_agreement":null},{"id":"W2061602644","doi":"10.1136/thorax.55.9.741","title":"Comparison of two in-laboratory titration methods to determine effective pressure levels in patients with obstructive sleep apnoea","year":2000,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; Anesthesia; Confidence interval; Positive pressure; Internal medicine","score_opus":0.02694966171532642,"score_gpt":0.3953088527334107,"score_spread":0.3683591910180843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061602644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99503,0.0000942243,0.0012409609,0.000032181357,0.000053521497,0.0019752132,0.000040926636,0.000020455036,0.0015125133],"genre_scores_gemma":[0.9737034,4.2820815e-7,0.026036447,0.000030061597,0.000034861045,0.00010158231,0.000015923939,0.000030509222,0.000046811376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978975,0.00053562893,0.0003839739,0.00038857,0.00047409738,0.00032022467],"domain_scores_gemma":[0.99884653,0.00023638215,0.000092879374,0.00034678288,0.0003404199,0.00013701183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049171527,0.00019697436,0.00058612,0.00035907194,0.000026927248,0.000009966776,0.00012397021,0.0000966227,0.00028396831],"category_scores_gemma":[0.00020338583,0.0001681692,0.000032335847,0.0009950047,0.00011604865,0.00017705778,0.000039010825,0.00037682836,0.000022152763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019145102,0.0004607416,0.7237876,0.000088415894,0.0000783853,0.000008300833,0.0017143,0.00057498267,0.010446218,0.00003348136,0.000003961886,0.26088908],"study_design_scores_gemma":[0.004068438,0.0010400405,0.9165272,0.00010393157,0.00006117265,8.743399e-7,0.00012606168,0.0017644857,0.07601272,0.000059867507,0.00008709353,0.00014807215],"about_ca_topic_score_codex":0.000090537724,"about_ca_topic_score_gemma":0.00010593591,"teacher_disagreement_score":0.26074103,"about_ca_system_score_codex":0.00018962135,"about_ca_system_score_gemma":0.000042673804,"threshold_uncertainty_score":0.6857741},"labels":[],"label_agreement":null},{"id":"W2062383678","doi":"10.1159/000151594","title":"Sleep-Disordered Breathing and Proteinuria in Overweight and Obese Children and Adolescents","year":2008,"lang":"en","type":"article","venue":"Hormone Research in Paediatrics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Internal medicine; Medicine; Albuminuria; Overweight; Endocrinology; Excretion; Proteinuria; Polysomnography; Renal function; Obesity; Kidney","score_opus":0.03008080613311529,"score_gpt":0.3139394027038431,"score_spread":0.28385859657072776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062383678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731162,0.024061041,0.000013738651,0.0005761064,0.00001858084,0.0018903179,0.000014690749,0.000024402225,0.00028489224],"genre_scores_gemma":[0.98466164,0.014310973,0.0006768128,0.000018419429,0.00015715342,0.00007700695,0.000012920542,0.00004363818,0.000041427407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964024,0.00039028045,0.0003796115,0.00068192417,0.001202806,0.00094298227],"domain_scores_gemma":[0.9986989,0.0002573124,0.00004555874,0.00033156344,0.00018615008,0.0004804957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017985093,0.00022466357,0.00041208166,0.0014143961,0.0001989384,0.000059712354,0.00014099141,0.0002346173,0.0000063682196],"category_scores_gemma":[0.00090045173,0.00020824955,0.000029897104,0.0015727049,0.00059118966,0.00026654627,0.0005351867,0.0014985543,0.000008284602],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005100488,0.00034417774,0.9730013,0.00018121541,0.000020159152,0.0006735018,0.000870358,5.702849e-7,0.0010984304,0.000052861444,0.000118345684,0.023129042],"study_design_scores_gemma":[0.0061569763,0.0004723635,0.9907117,0.000071967865,0.000009481613,0.00040222864,0.0001786859,0.0011983428,0.00013688751,0.00043136082,0.00004260098,0.00018743392],"about_ca_topic_score_codex":0.00084953994,"about_ca_topic_score_gemma":0.00006596013,"teacher_disagreement_score":0.022941608,"about_ca_system_score_codex":0.00022204367,"about_ca_system_score_gemma":0.00010155166,"threshold_uncertainty_score":0.849217},"labels":[],"label_agreement":null},{"id":"W2062746050","doi":"10.1503/cmaj.121852","title":"Short-term outcomes of tonsillectomy in adult patients with recurrent pharyngitis: a randomized controlled trial","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tonsillectomy; Medicine; Pharyngitis; Randomized controlled trial; Confidence interval; Throat; Tonsillitis; Watchful waiting; Surgery; Pediatrics; Internal medicine","score_opus":0.007998851519011377,"score_gpt":0.2709955075390027,"score_spread":0.26299665601999134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062746050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879474,0.00005346059,0.000015235965,0.006498886,0.0005293258,0.0036289073,0.000011822241,0.0000070897113,0.0013078667],"genre_scores_gemma":[0.99855494,0.000030273628,0.00007966491,0.0006605542,0.00026701076,0.00025482944,0.000016465245,0.00001722707,0.00011904171],"study_design_codex":"observational","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9952246,0.0006316571,0.0010595613,0.00016795947,0.0023903106,0.00052590447],"domain_scores_gemma":[0.9954785,0.0009153862,0.00033999808,0.000111354486,0.0017597574,0.0013949855],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018716233,0.0001651971,0.0015157823,0.00053806056,0.000071096314,0.000046073317,0.0001451401,0.00024021794,0.0037960287],"category_scores_gemma":[0.012873482,0.000104562474,0.00030473692,0.0002922614,0.000109176275,0.00014728891,0.000013123634,0.0009514712,0.000031714324],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.20611961,0.00031179882,0.7681037,0.000012781482,0.0010039286,0.000103075865,0.00022747085,2.5051588e-7,0.000002670816,0.000037526763,0.0012225363,0.022854602],"study_design_scores_gemma":[0.69618833,0.0002366484,0.3029751,0.000088457746,0.00009625893,0.000013289948,0.000075348304,0.00017152374,0.000002844111,0.000022280046,0.00005193174,0.000078012636],"about_ca_topic_score_codex":0.0016274342,"about_ca_topic_score_gemma":0.0063200532,"teacher_disagreement_score":0.4900687,"about_ca_system_score_codex":0.0011773092,"about_ca_system_score_gemma":0.0013698993,"threshold_uncertainty_score":0.99711466},"labels":[],"label_agreement":null},{"id":"W2063812730","doi":"10.1016/s0883-5403(03)00459-5","title":"Incidence of undiagnosed sleep apnea in patients scheduled for elective total joint arthroplasty","year":2003,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Airway; Perioperative; Incidence (geometry); Airway obstruction; Orthopedic surgery; Arthroplasty; Continuous positive airway pressure; Positive airway pressure; Anesthesia; Surgery","score_opus":0.014733465160676747,"score_gpt":0.27395290882368767,"score_spread":0.2592194436630109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063812730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947527,0.0001982885,0.0033764534,0.00018312462,0.00041157095,0.0008613355,0.000012765471,0.000006085481,0.00019766598],"genre_scores_gemma":[0.9975813,0.000035851197,0.002186488,0.000038807873,0.000086064545,0.000010358434,0.0000020768578,0.00003072791,0.000028297196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731916,0.00036974592,0.00087770156,0.00017631384,0.00081056723,0.00044651082],"domain_scores_gemma":[0.99705213,0.00067309034,0.00063499506,0.00029100463,0.0011653296,0.00018347605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014877034,0.00021034674,0.0006120207,0.00034589297,0.00010187634,0.000012033087,0.000118269876,0.00009922996,0.00014253429],"category_scores_gemma":[0.0032081846,0.0001399266,0.00021302188,0.0004979913,0.00036253847,0.00023384608,0.000054766235,0.0006138217,0.000013322149],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0101444265,0.003192658,0.934704,0.0002483376,0.0008720555,0.00007913314,0.0028387287,0.0014173401,0.020219306,0.0011459287,0.0002938954,0.024844214],"study_design_scores_gemma":[0.017253792,0.0072091618,0.9202072,0.00023309383,0.00019077418,0.0003749492,0.001687012,0.0010253383,0.05072159,0.0006395424,0.00021986193,0.00023770874],"about_ca_topic_score_codex":0.000011869187,"about_ca_topic_score_gemma":0.000040530904,"teacher_disagreement_score":0.030502284,"about_ca_system_score_codex":0.0002414552,"about_ca_system_score_gemma":0.0002275098,"threshold_uncertainty_score":0.57060415},"labels":[],"label_agreement":null},{"id":"W2063855214","doi":"10.1378/chest.1701253","title":"The Optimal Use of Alternative Care Providers in the Treatment of Obstructive Sleep Apnea","year":2013,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Intensive care medicine; Apnea; Sleep apnea syndromes; Medical emergency; Anesthesia; Polysomnography","score_opus":0.03714561732591086,"score_gpt":0.30761110314733914,"score_spread":0.27046548582142826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063855214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967192,0.00070849474,0.00012909443,0.0010935294,0.00012727128,0.0008300069,0.000007748775,0.0000030377041,0.00038160692],"genre_scores_gemma":[0.9980599,0.00015494034,0.0015066782,0.000017554314,0.000150982,0.000049086088,0.0000024155963,0.000015399803,0.000043030646],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99846727,0.00019297794,0.00036971885,0.0001381114,0.000540997,0.00029090708],"domain_scores_gemma":[0.99825263,0.0005172167,0.00023872206,0.00028969918,0.00060295395,0.000098759876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017839295,0.0001416798,0.00026592406,0.00012070847,0.0001184997,0.00006977279,0.00023090446,0.00005025112,0.000054540873],"category_scores_gemma":[0.00026260415,0.0000670563,0.00015412895,0.00020505613,0.00045864246,0.00024582376,0.000027916429,0.00033516024,0.0000067074475],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013392897,0.0012606214,0.28431714,0.0002110867,0.0014417387,0.00028949446,0.12574615,0.0007012687,0.014599539,0.0005138988,0.00014188811,0.56943786],"study_design_scores_gemma":[0.0057398905,0.0037000559,0.810404,0.00009472205,0.00019734599,0.0005306858,0.11030037,0.0029138618,0.06262542,0.00043980958,0.0028726533,0.00018117933],"about_ca_topic_score_codex":0.00030474018,"about_ca_topic_score_gemma":0.00002513846,"teacher_disagreement_score":0.5692567,"about_ca_system_score_codex":0.00032752808,"about_ca_system_score_gemma":0.00007243964,"threshold_uncertainty_score":0.27344766},"labels":[],"label_agreement":null},{"id":"W2064411190","doi":"10.1016/j.jpor.2013.03.001","title":"Sleep less and bite more: Sleep disorders associated with occlusal loads during sleep","year":2013,"lang":"en","type":"review","venue":"Journal of Prosthodontic Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Japan Society for the Promotion of Science; Canada Research Chairs","keywords":"Sleep Bruxism; Masticatory force; Sleep (system call); Medicine; Sleep medicine; Sleep disorder; Dentistry; Physical medicine and rehabilitation; Orthodontics; Electromyography; Insomnia; Psychiatry","score_opus":0.10595634621984441,"score_gpt":0.418945491165538,"score_spread":0.3129891449456936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064411190","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047599744,0.9459918,0.0002487312,0.00074312906,0.00027487386,0.0045487816,0.000035007088,0.00004370943,0.0005142276],"genre_scores_gemma":[0.007470012,0.9880201,0.0017872214,0.000015570753,0.0007939909,0.0001879087,0.000045175493,0.00037744507,0.001302539],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9866353,0.0029258237,0.0021288546,0.0010163256,0.005280778,0.002012905],"domain_scores_gemma":[0.9902195,0.0026246696,0.0014661396,0.0010355695,0.0033322473,0.0013219167],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008806809,0.00093565794,0.004224839,0.0031357552,0.0005217358,0.00048123838,0.0010589572,0.0008780603,0.00019262226],"category_scores_gemma":[0.0061509856,0.0006126826,0.0007891535,0.0027364434,0.001563652,0.0006190217,0.00083575567,0.007221119,0.00006845123],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007444249,0.0006505263,0.00861948,0.019076537,0.0034815436,0.0018715403,0.00038096486,0.0000048767524,0.00014929785,0.000045675486,0.00021379621,0.9647613],"study_design_scores_gemma":[0.072791,0.03069554,0.121595554,0.21925813,0.022269176,0.041843466,0.0077714045,0.0051329774,0.00071847683,0.0008983396,0.46750438,0.0095215645],"about_ca_topic_score_codex":0.000090990005,"about_ca_topic_score_gemma":0.00003784252,"teacher_disagreement_score":0.9552398,"about_ca_system_score_codex":0.0015949459,"about_ca_system_score_gemma":0.00073939783,"threshold_uncertainty_score":0.9996325},"labels":[],"label_agreement":null},{"id":"W2064559759","doi":"10.1016/j.smrv.2008.07.006","title":"Interventions for obstructive sleep apnea in children: A systematic review","year":2008,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Randomized controlled trial; Polysomnography; Psychological intervention; Positive airway pressure; Physical therapy; Hypopnea; Sleep apnea; Adenoidectomy; Oral appliance; Anesthesia; Intensive care medicine; Tonsillectomy; Apnea; Surgery; Psychiatry","score_opus":0.09172571111171626,"score_gpt":0.417471886897223,"score_spread":0.3257461757855067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064559759","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[5.393252e-7,0.9369628,0.0007179257,0.00031049096,0.00054095406,0.06057171,0.00012032565,0.00010095945,0.0006742891],"genre_scores_gemma":[8.3398703e-7,0.9777953,0.00086796406,0.00046745077,0.0009000637,0.017729156,0.0014714642,0.0002922727,0.00047547993],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98621374,0.0021540574,0.007331403,0.0017674374,0.001256986,0.0012763795],"domain_scores_gemma":[0.9919647,0.0010637356,0.00300678,0.0027046124,0.00056487747,0.00069532456],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0035693694,0.001741969,0.021242203,0.0017871391,0.00017982224,0.000021049798,0.0011655403,0.0006216349,0.00049627153],"category_scores_gemma":[0.013182906,0.0011151982,0.0056777745,0.0029754464,0.0006084465,0.0001856952,0.0003017814,0.002006184,0.0006611575],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000799641,0.00015509492,0.000015527148,0.6024695,0.0007284739,0.00003606452,0.00003567962,1.4336294e-8,5.868956e-8,0.00006939809,0.0012734173,0.3952088],"study_design_scores_gemma":[0.001660454,0.00043551213,0.000015917383,0.70928925,0.015315768,0.0026890158,0.000021786373,0.0000083256855,1.0334336e-7,0.000018067543,0.26997656,0.00056925765],"about_ca_topic_score_codex":0.000027087113,"about_ca_topic_score_gemma":0.000011331489,"teacher_disagreement_score":0.39463955,"about_ca_system_score_codex":0.0012540667,"about_ca_system_score_gemma":0.00019602093,"threshold_uncertainty_score":0.99953264},"labels":[],"label_agreement":null},{"id":"W2065167219","doi":"10.1155/2012/257890","title":"Cheyne-Stokes Respiration in Patients with First-Ever Lacunar Stroke","year":2012,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III","keywords":"Cheyne–Stokes respiration; Medicine; Stroke (engine); Internal medicine; Apnea; Algorithm; Mathematics; Heart failure; Physics","score_opus":0.00961390284456804,"score_gpt":0.25187444422208993,"score_spread":0.2422605413775219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065167219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99290574,0.00014209868,0.000182025,0.00097152,0.00011558138,0.00080337713,0.000011975266,0.000042230717,0.0048254468],"genre_scores_gemma":[0.9990485,0.000008382998,0.00037717828,0.00014151877,0.00006914979,0.00005990721,0.000058731788,0.00003851328,0.00019815669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983589,0.000054563352,0.00020031545,0.0002460842,0.0005897961,0.0005503377],"domain_scores_gemma":[0.99931216,0.00004785697,0.00005738559,0.00030941263,0.000094194445,0.00017898022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019198967,0.00017133242,0.00020430521,0.00024896572,0.00007468138,0.000013873563,0.00009454771,0.00009083781,0.00033555445],"category_scores_gemma":[0.00015557,0.00013937434,0.000051655355,0.00033820432,0.00011497392,0.00036976306,0.000050366012,0.00026105973,0.00013289959],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005795417,0.0006440194,0.98595667,0.00004813856,0.000060922757,0.0000011575437,0.0006042982,0.0000418671,0.0000651134,0.000119834745,0.00011151797,0.01176695],"study_design_scores_gemma":[0.0052706823,0.0004312014,0.9890168,0.000024800942,0.00003714999,4.7178932e-7,0.00027816108,0.00017163048,0.00025133713,0.000026772519,0.0043256036,0.00016540744],"about_ca_topic_score_codex":0.000096288306,"about_ca_topic_score_gemma":0.000598157,"teacher_disagreement_score":0.011601542,"about_ca_system_score_codex":0.00018241807,"about_ca_system_score_gemma":0.000019370658,"threshold_uncertainty_score":0.56835204},"labels":[],"label_agreement":null},{"id":"W2065328994","doi":"10.1016/j.ijcard.2014.03.156","title":"Prevalence of risk factors for atrial fibrillation and stroke among 1210 patients with sleep disordered breathing","year":2014,"lang":"en","type":"article","venue":"International Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Population Health Research Institute; McMaster University; Queen's University; Kingston General Hospital","funders":"","keywords":"Medicine; Atrial fibrillation; Sleep apnea; Internal medicine; Apnea; Stroke (engine); Cardiology; Heart failure; Body mass index; Diabetes mellitus; Central sleep apnea; Obstructive sleep apnea; Apnea–hypopnea index; Polysomnography; Endocrinology","score_opus":0.009502042974595967,"score_gpt":0.27775972309660985,"score_spread":0.2682576801220139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065328994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97388124,0.000075059994,0.025216516,0.000057496145,0.00040996162,0.00018122251,0.00009593148,0.0000030210724,0.00007955258],"genre_scores_gemma":[0.9981273,0.000046089164,0.0010744714,0.0000028719464,0.0007180489,5.581117e-7,0.000012693924,0.0000099593035,0.000008020842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989094,0.00011739899,0.00031959068,0.00011311931,0.00043406073,0.00010639741],"domain_scores_gemma":[0.99762607,0.0006891573,0.0004254173,0.00007488966,0.0011199391,0.0000645424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034882576,0.00008118311,0.00030320085,0.00018996414,0.000025050556,0.000009357216,0.00010521434,0.00006519268,0.0000073182955],"category_scores_gemma":[0.0015918,0.000057498386,0.00016648619,0.000029147466,0.00013917379,0.00013422473,0.00003579006,0.0001469054,1.9293503e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016223594,0.000006115373,0.9796731,0.000026923773,0.00070092443,0.0000020936545,0.00014391859,0.0014450813,0.00017433039,0.000057756777,0.0000035443718,0.016143864],"study_design_scores_gemma":[0.0043167067,0.0009270682,0.9925708,0.00004073407,0.00019071963,0.00004214084,0.000057827616,0.0012515282,0.00025506606,0.00018699559,0.000112185066,0.000048195154],"about_ca_topic_score_codex":0.000013656925,"about_ca_topic_score_gemma":0.0000013971521,"teacher_disagreement_score":0.024246048,"about_ca_system_score_codex":0.00005454039,"about_ca_system_score_gemma":0.00001992993,"threshold_uncertainty_score":0.2344716},"labels":[],"label_agreement":null},{"id":"W2065632320","doi":"10.1007/s11325-007-0166-2","title":"Prevalence of unspecified sleep apnea and the use of continuous positive airway pressure in hospitalized patients, 2004 national hospital discharge survey","year":2008,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Continuous positive airway pressure; Sleep apnea; Obstructive sleep apnea; Epidemiology; Apnea; Pediatrics; Emergency medicine; Hospital discharge; Sleep study; Diagnosis code; Positive airway pressure; Intensive care medicine; Polysomnography; Internal medicine; Population; Environmental health","score_opus":0.019667412203260362,"score_gpt":0.25209420285689454,"score_spread":0.2324267906536342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065632320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99689186,0.0011066708,0.00013126402,0.00021131132,0.00007378262,0.0010137423,0.00037501965,0.000010300168,0.00018605575],"genre_scores_gemma":[0.9992963,0.00013550308,0.00028383,0.00003078262,0.000028707615,0.000019563508,0.000050787952,0.000017861057,0.00013665912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807394,0.0002938949,0.00040981182,0.00032795483,0.00064768764,0.00024672374],"domain_scores_gemma":[0.9983561,0.0005300419,0.00019676678,0.00018772428,0.0006401297,0.00008923935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058227876,0.00017508936,0.0004496198,0.00013983101,0.00010153508,0.00001781534,0.000105102656,0.00009424807,0.000023999226],"category_scores_gemma":[0.0009519361,0.000121511825,0.000070435985,0.0002236623,0.0007753409,0.00029379214,0.00012751285,0.00025910453,7.724925e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011884534,0.0004212883,0.9915261,0.00020308522,0.00022445455,0.000015300915,0.0033775005,0.0000128007105,0.00019683194,0.00044221815,0.00003563358,0.0023562897],"study_design_scores_gemma":[0.0074688178,0.00035414554,0.98899513,0.000109574525,0.00008407258,0.000018330893,0.00009493241,0.0018583218,0.0008348445,0.00004359014,0.000014338443,0.00012387458],"about_ca_topic_score_codex":0.00064493733,"about_ca_topic_score_gemma":0.000011545529,"teacher_disagreement_score":0.0062803645,"about_ca_system_score_codex":0.00003471106,"about_ca_system_score_gemma":0.000024960966,"threshold_uncertainty_score":0.49551085},"labels":[],"label_agreement":null},{"id":"W2065694980","doi":"10.1016/s1389-9457(03)00031-5","title":"Measurement properties of the Epworth sleepiness scale","year":2003,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Epworth Sleepiness Scale; Scale (ratio); Environmental science; Medicine; Internal medicine; Geography; Cartography; Polysomnography","score_opus":0.16687380804439733,"score_gpt":0.3406883559783044,"score_spread":0.17381454793390705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065694980","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008006068,0.9902631,0.00004147917,0.0004946861,0.0013458951,0.0034663319,0.000010114942,0.000043203636,0.0042551016],"genre_scores_gemma":[0.0036693101,0.99447083,0.000047560934,0.0001405626,0.0006612299,0.00027758873,0.000014732694,0.00014490471,0.00057327986],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935228,0.0005844321,0.0013940783,0.0006923674,0.003155412,0.00065086054],"domain_scores_gemma":[0.9961668,0.00004061879,0.00064944633,0.0017206365,0.0011097549,0.00031273434],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017062355,0.00069122796,0.0033422401,0.0004209734,0.00013207913,0.0000083920495,0.00069600926,0.00035441163,0.00034644705],"category_scores_gemma":[0.0011692423,0.00032694795,0.0007227993,0.0014414332,0.0012074318,0.000050811246,0.00024397105,0.0011225772,0.000066670815],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041608175,0.00022684396,0.00024298743,0.054367382,0.000852181,0.000018705052,0.00011909819,2.2815153e-7,0.00014001818,0.00007394923,0.00039716042,0.94351983],"study_design_scores_gemma":[0.0017825312,0.00032775957,0.0002415349,0.08893207,0.004682769,0.00026796377,0.00011999637,0.000007479814,0.0003126864,0.000013806646,0.9029532,0.00035820686],"about_ca_topic_score_codex":0.0000503322,"about_ca_topic_score_gemma":0.000019611407,"teacher_disagreement_score":0.9431616,"about_ca_system_score_codex":0.0006197479,"about_ca_system_score_gemma":0.00043641462,"threshold_uncertainty_score":0.9999183},"labels":[],"label_agreement":null},{"id":"W2065915713","doi":"10.1016/s0272-5231(03)00015-7","title":"The role of oral appliance therapy in the treatment of obstructive sleep apnea","year":2003,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Oral appliance; Discontinuation; Obstructive sleep apnea; Sleep apnea; Randomized controlled trial; Treatment modality; Clinical trial; Intensive care medicine; Anesthesia; Surgery; Internal medicine","score_opus":0.1107001690105785,"score_gpt":0.4375410039655108,"score_spread":0.3268408349549323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065915713","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016049619,0.9913437,0.000006049043,0.0002125246,0.00039938858,0.0035525816,0.000023393586,0.00000763234,0.0028498103],"genre_scores_gemma":[0.0030403694,0.99570966,0.00020372454,0.00004579022,0.0002725568,0.00051470427,0.00004971321,0.000068875845,0.0000946139],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950871,0.0008174017,0.0020601396,0.000588757,0.0009222806,0.0005243049],"domain_scores_gemma":[0.99284506,0.0044018393,0.00093268615,0.0014642198,0.0002475497,0.000108648805],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024691008,0.00055542495,0.003271765,0.00033247942,0.000056723056,0.000006039664,0.00073661644,0.00044834474,0.000056599303],"category_scores_gemma":[0.0008573103,0.0002512719,0.00046031774,0.0014773952,0.0016123145,0.00003011973,0.00004163197,0.0010763658,0.000010846298],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001785405,0.0008254333,0.0028564334,0.0016099771,0.00030580044,0.00004040857,0.0013323406,4.3468526e-7,0.0000032004828,0.00071677996,0.000009720697,0.9921209],"study_design_scores_gemma":[0.0043373406,0.0030526272,0.0014702479,0.0031780284,0.0004899329,0.000054494274,0.002482331,0.000044915225,0.00003397486,0.0012740535,0.9833839,0.0001981703],"about_ca_topic_score_codex":0.00009497073,"about_ca_topic_score_gemma":0.000052228694,"teacher_disagreement_score":0.99192274,"about_ca_system_score_codex":0.00042318285,"about_ca_system_score_gemma":0.00026461828,"threshold_uncertainty_score":0.999994},"labels":[],"label_agreement":null},{"id":"W2066329617","doi":"10.1007/bf03016436","title":"Pediatric perioperative screening for Sleep Apnea prior to adenotonsillectomy","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; Agricultural Research Institute of Ontario","funders":"","keywords":"Medicine; Perioperative; Sleep apnea; Adenoidectomy; Tonsillectomy; Apnea; Obstructive sleep apnea; Anesthesia; Sleep (system call); Computer science","score_opus":0.024556437567287384,"score_gpt":0.2654528548587059,"score_spread":0.24089641729141853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066329617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98772764,0.0012470694,0.001156078,0.008173027,0.0003067652,0.00095174456,0.000014642767,0.0000149007665,0.00040812555],"genre_scores_gemma":[0.9851518,0.000034862518,0.011087985,0.00034757215,0.0024491432,0.000023569646,0.000006753457,0.00013397749,0.00076429435],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99565065,0.00017707408,0.0011353418,0.0004126177,0.0009767831,0.0016475098],"domain_scores_gemma":[0.98922175,0.000212549,0.0005142333,0.00035159403,0.0029215785,0.006778265],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012966924,0.00048706098,0.0010422745,0.0025428338,0.0015107411,0.00020810895,0.0006929996,0.00026086328,0.00037284772],"category_scores_gemma":[0.0013185651,0.00043605358,0.0005744047,0.0012697336,0.00030882942,0.00049857376,0.000017293412,0.0013487827,0.000035016204],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012621161,0.000093976654,0.08047613,0.000116204275,0.00042667496,0.88983715,0.0076248697,0.0005309518,0.00031525592,0.00018000588,0.0056393147,0.01349734],"study_design_scores_gemma":[0.00298222,0.003174116,0.051025603,0.0000781852,0.0002603246,0.9253168,0.0012200909,0.00019955692,0.00033332044,0.00002095708,0.014944441,0.00044435216],"about_ca_topic_score_codex":0.002105809,"about_ca_topic_score_gemma":0.0029305718,"teacher_disagreement_score":0.035479672,"about_ca_system_score_codex":0.0014686526,"about_ca_system_score_gemma":0.0061569274,"threshold_uncertainty_score":0.99980915},"labels":[],"label_agreement":null},{"id":"W2066529027","doi":"10.1016/j.resp.2011.06.008","title":"Assessment of upper airway dynamic properties using sternal phrenic nerve magnetic stimulation in awake subjects","year":2011,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"","keywords":"Medicine; Airway; Phrenic nerve; Anesthesia; Airway resistance; Stimulation; Flow resistance; Respiratory system; Anatomy; Internal medicine; Flow (mathematics); Mathematics","score_opus":0.06290890058906075,"score_gpt":0.3256995580152954,"score_spread":0.26279065742623464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066529027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983383,0.00028383,0.00003978064,0.00001585702,0.00024938548,0.000687638,0.000008379799,0.000032994838,0.00034385343],"genre_scores_gemma":[0.999237,0.000009287118,0.0003828549,0.00020088883,0.00005711823,0.00003569589,0.000011435841,0.000041290627,0.000024446394],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99727786,0.0008313089,0.0005934369,0.00059724733,0.00015422315,0.0005459033],"domain_scores_gemma":[0.9988909,0.000110003864,0.00020953463,0.00050172396,0.00019111829,0.00009676988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027266017,0.0002638055,0.0006471925,0.00048210766,0.00005315824,0.0000034197906,0.00021802078,0.00024824563,0.00035385464],"category_scores_gemma":[0.00008697685,0.00021919026,0.00013389201,0.0002999504,0.00063120615,0.000099146324,0.00019010826,0.00053984905,0.00001947826],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029209832,0.00022877361,0.28014815,0.00008870761,0.00003703785,0.00002521771,0.00007152639,0.00018037844,0.718085,0.000067236935,5.586717e-7,0.0007753454],"study_design_scores_gemma":[0.0019487465,0.0019841432,0.94159514,0.000049729402,0.00005139774,0.000034063458,0.000039412276,0.006202062,0.047846913,0.00007535389,0.000016490667,0.00015652367],"about_ca_topic_score_codex":0.000081815335,"about_ca_topic_score_gemma":0.000023117116,"teacher_disagreement_score":0.6702381,"about_ca_system_score_codex":0.00016868695,"about_ca_system_score_gemma":0.00020133889,"threshold_uncertainty_score":0.89383197},"labels":[],"label_agreement":null},{"id":"W2066966825","doi":"10.1111/cea.12158","title":"Effect of topical corticosteroids on allergic airway inflammation and disease severity in obstructive sleep apnoea","year":2013,"lang":"en","type":"article","venue":"Clinical & Experimental Allergy","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Medical Research Council","keywords":"Medicine; Asthma; Polysomnography; Airway; Internal medicine; Allergy; Corticosteroid; Allergic inflammation; Gastroenterology; Anesthesia; Immunology; Apnea","score_opus":0.02035164440541144,"score_gpt":0.35576579644914946,"score_spread":0.33541415204373803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066966825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99683636,0.00018765788,0.00001555959,0.0004750716,0.00021349906,0.0010881741,0.0000036566717,0.000027937473,0.0011520545],"genre_scores_gemma":[0.99927974,0.000023967352,0.00014392452,0.00011001048,0.00015453222,0.00016928132,0.000019628982,0.000023935247,0.00007500693],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756217,0.00044293245,0.0007320589,0.00050737074,0.00044209874,0.00031339697],"domain_scores_gemma":[0.9982277,0.00061828457,0.000122757,0.00036416604,0.00007326116,0.0005938322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028582496,0.0002317301,0.00057125214,0.00010335381,0.00004096863,0.000018386818,0.00012420776,0.00016245154,0.0004958696],"category_scores_gemma":[0.00078418263,0.0001857127,0.00016496688,0.00012885155,0.00052483927,0.00016158534,0.00021026371,0.00039572048,0.00007550984],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013979391,0.0027904327,0.58344,0.00029254047,0.00053298776,0.00025145753,0.0011020104,0.00002330755,0.13768935,0.0018370678,0.00010474645,0.25795668],"study_design_scores_gemma":[0.005987251,0.0045858123,0.8906401,0.00007884556,0.00001981609,0.000008671335,0.000249568,0.002767041,0.095198855,0.00019472392,0.000084263156,0.0001850558],"about_ca_topic_score_codex":0.0000722506,"about_ca_topic_score_gemma":0.0000070022998,"teacher_disagreement_score":0.30720007,"about_ca_system_score_codex":0.00015440314,"about_ca_system_score_gemma":0.000026357871,"threshold_uncertainty_score":0.75731444},"labels":[],"label_agreement":null},{"id":"W2067202784","doi":"10.1038/sj.jhh.1002318","title":"Structural and functional arterial properties in patients with obstructive sleep apnoea syndrome and cardiovascular comorbidities","year":2007,"lang":"en","type":"article","venue":"Journal of Human Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotel Dieu Hospital","funders":"Hellenic Society of Cardiology; Pfizer","keywords":"Medicine; Cardiology; Internal medicine; Pulse wave velocity; Arterial stiffness; Blood pressure; Intima-media thickness; Sleep study; Polysomnography; Carotid arteries; Apnea","score_opus":0.027475266967207004,"score_gpt":0.2306242276405182,"score_spread":0.2031489606733112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067202784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987018,0.0007128414,0.000017636561,0.000039403614,0.00021700023,0.0002677119,0.0000023565149,0.00000641366,0.000034797333],"genre_scores_gemma":[0.99952674,0.000008350886,0.00023517621,0.000031833926,0.00016272765,0.0000010693223,0.0000049438154,0.000020886733,0.00000824737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838483,0.0000573782,0.0003615367,0.00019244711,0.00076743535,0.00023635004],"domain_scores_gemma":[0.9989984,0.000037206308,0.00012102446,0.00013664634,0.00055329583,0.00015342988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035837328,0.0001626767,0.00052313885,0.0003649418,0.00012883535,0.000030953015,0.000040546773,0.000076356504,0.000029048477],"category_scores_gemma":[0.00006774685,0.00010400561,0.000083995335,0.000101061545,0.0003090618,0.00029400524,0.000052499356,0.00036621426,5.958448e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056535713,0.00019866585,0.95984906,0.00016307338,0.001077011,0.0018168272,0.0006701502,0.000028070363,0.02084335,0.000069039066,0.000020100253,0.009611101],"study_design_scores_gemma":[0.0069801393,0.0014980824,0.98559946,0.00014504362,0.00016533198,0.0038970225,0.000758517,0.00004839909,0.00070592976,0.00006613655,0.000015983089,0.00011993032],"about_ca_topic_score_codex":0.000022232509,"about_ca_topic_score_gemma":0.000008461665,"teacher_disagreement_score":0.025750443,"about_ca_system_score_codex":0.000090921065,"about_ca_system_score_gemma":0.000020682533,"threshold_uncertainty_score":0.42412254},"labels":[],"label_agreement":null},{"id":"W2067438147","doi":"10.4103/0970-9185.137266","title":"Perioperative management and complications in patients with obstructive sleep apnea undergoing transsphenoidal surgery: Our institutional experience","year":2014,"lang":"en","type":"article","venue":"Journal of Anaesthesiology Clinical Pharmacology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hypoxemia; Perioperative; Transsphenoidal surgery; Obstructive sleep apnea; Continuous positive airway pressure; Sleep apnea; Surgery; Polysomnography; Anesthesia; Apnea; Internal medicine; Pituitary adenoma","score_opus":0.03510809147973103,"score_gpt":0.36025310695520996,"score_spread":0.3251450154754789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067438147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99476814,0.00005619121,0.0015375413,0.002604123,0.00039833545,0.00038417627,0.0000026447397,0.000008096954,0.00024076698],"genre_scores_gemma":[0.9946049,0.000113176015,0.003755753,0.0013014307,0.00017759266,0.000020004212,0.0000055439714,0.00001434157,0.0000072502808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744713,0.00069372717,0.00092500204,0.00034150077,0.00026608133,0.0003265632],"domain_scores_gemma":[0.9980013,0.0008487134,0.00035049443,0.00013075944,0.0003970969,0.0002716696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081745145,0.0001788821,0.000737982,0.00032468417,0.00013110066,0.0000095911255,0.00016473676,0.0001484881,0.000034043263],"category_scores_gemma":[0.00031168337,0.00013250015,0.00011719254,0.00023437571,0.0008083295,0.00017595496,0.000058211634,0.000724495,0.000005683892],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028879114,0.0007471475,0.94647515,0.00003183787,0.0003018517,0.000112131835,0.00024789255,0.00014089962,0.00010499584,0.00076366623,0.000047659472,0.04813888],"study_design_scores_gemma":[0.007637775,0.0038740186,0.9864563,0.000033702312,0.0001224465,0.00008519018,0.00053223816,0.0004745256,0.000056654426,0.00014507225,0.0004582274,0.00012388824],"about_ca_topic_score_codex":0.000003318539,"about_ca_topic_score_gemma":0.000007060598,"teacher_disagreement_score":0.04801499,"about_ca_system_score_codex":0.0001277618,"about_ca_system_score_gemma":0.00011859771,"threshold_uncertainty_score":0.54032},"labels":[],"label_agreement":null},{"id":"W2067736709","doi":"10.1016/j.amjcard.2013.11.047","title":"Effect of Preoperative Obstructive Sleep Apnea on the Frequency of Atrial Fibrillation After Coronary Artery Bypass Grafting","year":2013,"lang":"en","type":"article","venue":"The American Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Obstructive sleep apnea; Bypass grafting; Cardiology; Medicine; Atrial fibrillation; Internal medicine; Artery; Sleep apnea; Apnea; Anesthesia","score_opus":0.010469231910207473,"score_gpt":0.2779768374750056,"score_spread":0.26750760556479813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067736709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99708045,0.0003486909,0.00037005512,0.00067659945,0.00023234384,0.00065443444,0.000010321171,0.0000042424176,0.0006228867],"genre_scores_gemma":[0.9988316,0.000024559167,0.00018137404,0.000050369126,0.0008759216,0.000010932609,0.0000014541079,0.000019353487,0.000004422479],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963308,0.002243014,0.00057140226,0.00015020021,0.00044997717,0.00025458197],"domain_scores_gemma":[0.99528766,0.0028339687,0.00082882796,0.0003513819,0.000621321,0.00007685266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011724128,0.00017537469,0.0009802958,0.00015311471,0.000057300098,0.0000070012743,0.00022627176,0.0000510884,0.00005548165],"category_scores_gemma":[0.0008500511,0.00008383479,0.00049955235,0.00030045598,0.0014370654,0.00009840303,0.00006700904,0.0004985231,0.000010729789],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011289918,0.00001208271,0.7385688,0.00004225261,0.0040987097,0.00008976045,0.0017640492,0.0014405141,0.0475667,0.00019410985,0.000033229073,0.1948999],"study_design_scores_gemma":[0.0019535483,0.0139726605,0.969181,0.000059183483,0.0005320461,0.0015413789,0.0014610781,0.00031468362,0.010381824,0.00047315212,0.000017965349,0.000111480724],"about_ca_topic_score_codex":0.000031747815,"about_ca_topic_score_gemma":3.8550561e-7,"teacher_disagreement_score":0.23061223,"about_ca_system_score_codex":0.00009175336,"about_ca_system_score_gemma":0.000051019633,"threshold_uncertainty_score":0.52949274},"labels":[],"label_agreement":null},{"id":"W2067836477","doi":"10.5664/jcsm.3970","title":"Feasibility of Comprehensive, Unattended Ambulatory Polysomnography in School-Aged Children","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster Children's Hospital; SickKids Foundation; Hospital for Sick Children; University of Toronto; McMaster University","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Polysomnography; Medicine; Ambulatory; Sleep (system call); Physical therapy; Actigraphy; Pediatrics; Psychiatry; Insomnia; Internal medicine; Apnea","score_opus":0.07840876935033605,"score_gpt":0.42817108228424333,"score_spread":0.34976231293390725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067836477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937474,0.0009356758,0.00030364943,0.00294834,0.0006703351,0.0004743532,0.0000033827193,0.000014255814,0.00090257084],"genre_scores_gemma":[0.9961277,0.0001511539,0.0012859539,0.00097258104,0.0014103028,0.0000015352848,0.000005722282,0.000029627317,0.000015414507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99280053,0.0010847612,0.0036338207,0.0003811512,0.001669157,0.00043055732],"domain_scores_gemma":[0.9937205,0.002038208,0.0014206528,0.00069199206,0.0011626187,0.00096605235],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0063369586,0.0002635316,0.0022477156,0.0008460556,0.000038953247,0.0000056485896,0.00042933848,0.00029493376,0.00053173763],"category_scores_gemma":[0.010166449,0.00017968971,0.0006285425,0.0008782928,0.0012668933,0.00015145347,0.00010788109,0.002284856,0.000011884306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002631898,0.00091217033,0.97755575,0.000094502095,0.00037241197,0.000056279536,0.000048463586,0.000008558414,0.0031866648,0.000043705833,0.00039928657,0.014690283],"study_design_scores_gemma":[0.021609249,0.0035716398,0.9726443,0.00042585487,0.00027549075,0.00015183448,0.00016065873,0.000136295,0.00021680417,0.00053226145,0.00014966406,0.00012594528],"about_ca_topic_score_codex":0.00005523924,"about_ca_topic_score_gemma":0.000016262105,"teacher_disagreement_score":0.01897735,"about_ca_system_score_codex":0.000101463374,"about_ca_system_score_gemma":0.00013943571,"threshold_uncertainty_score":0.9981713},"labels":[],"label_agreement":null},{"id":"W2068328326","doi":"10.1016/j.jacc.2006.12.046","title":"Influence of Obstructive Sleep Apnea on Mortality in Patients With Heart Failure","year":2007,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":617,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; University of Toronto; Toronto General Hospital; University Health Network; Mount Sinai Hospital; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Obstructive sleep apnea; Heart failure; Polysomnography; Continuous positive airway pressure; Internal medicine; Apnea; Confounding; Ejection fraction; Cardiology; Sleep apnea; Mortality rate; Heart rate; Sleep study; Blood pressure","score_opus":0.008596123652507911,"score_gpt":0.2802684191611774,"score_spread":0.2716722955086695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068328326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988287,0.000015414,0.000070676244,0.00038264767,0.00007605483,0.00031850892,0.00004248422,0.0000020000061,0.00026349557],"genre_scores_gemma":[0.99896055,0.0000016838395,0.00084413035,0.00009820579,0.00007612073,0.0000013596377,4.840611e-7,0.000013607912,0.0000038485414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979466,0.00028644304,0.0006201671,0.00014907782,0.0007223113,0.00027538286],"domain_scores_gemma":[0.99741924,0.00031876037,0.00086528703,0.00038742676,0.0009014975,0.00010778765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074633607,0.00013590876,0.0010433822,0.0003287153,0.000025480802,0.0000010610464,0.00026765224,0.000056081026,0.000003297085],"category_scores_gemma":[0.00054842734,0.00008212984,0.00022210032,0.0008803922,0.001164315,0.00006530685,0.000075998076,0.0005224421,6.446546e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003936131,0.00009058911,0.9891419,0.00002189401,0.00038766733,0.000058203215,0.000037882302,0.0027983803,0.0030388343,0.00006489572,0.000040845713,0.00038280024],"study_design_scores_gemma":[0.002199266,0.0030664867,0.9888015,0.00005661124,0.0000915849,0.00015189445,0.0005284988,0.0000062733557,0.0048528654,0.000063851614,0.000115829826,0.00006537572],"about_ca_topic_score_codex":0.000032459935,"about_ca_topic_score_gemma":0.000015622863,"teacher_disagreement_score":0.0029758976,"about_ca_system_score_codex":0.00019291004,"about_ca_system_score_gemma":0.000106884225,"threshold_uncertainty_score":0.4289967},"labels":[],"label_agreement":null},{"id":"W2068422890","doi":"10.1378/chest.1102118","title":"Accuracy of Residual Apnea and Hypopnea Index Detected by Automatic Continuous Positive Airway Pressure Device in Patients With Obstructive Sleep Apnea","year":2011,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Polysomnography; Continuous positive airway pressure; Obstructive sleep apnea; Apnea; Anesthesia; Apnea–hypopnea index; Airway; Sleep apnea; Sleep (system call); Cardiology; Hypopnea","score_opus":0.011713324738221943,"score_gpt":0.24494399116108592,"score_spread":0.23323066642286397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068422890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99722797,0.0005650113,0.00039869724,0.00007023346,0.00007809323,0.0008581264,0.00006059329,0.000026835143,0.00071446475],"genre_scores_gemma":[0.9972193,0.000008450816,0.0025470275,0.00003290504,0.000063136176,0.000017524788,0.000017788605,0.00005566829,0.000038175305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731827,0.000259362,0.0006431371,0.00039007014,0.0008217222,0.0005674437],"domain_scores_gemma":[0.9975008,0.0003030154,0.00056498294,0.00031079384,0.0009312122,0.00038923754],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036150633,0.00033049483,0.00066438114,0.0003788642,0.00012871438,0.00004485417,0.0002461842,0.00020476354,0.00017681066],"category_scores_gemma":[0.00080517237,0.00025739465,0.00006472208,0.00046221702,0.00046459242,0.0004639078,0.00012671259,0.0010859254,0.0000059511503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022744916,0.0006055777,0.92144364,0.00025221455,0.000625488,0.00012299152,0.0042768177,0.0000017785158,0.002610923,0.000008044132,0.000034816367,0.06774321],"study_design_scores_gemma":[0.008149469,0.0015387242,0.9669707,0.00020943042,0.0002584621,0.00024289492,0.001321059,0.00062172126,0.02034675,0.00006351095,0.000023828416,0.00025344963],"about_ca_topic_score_codex":0.00008955896,"about_ca_topic_score_gemma":0.00001785552,"teacher_disagreement_score":0.06748976,"about_ca_system_score_codex":0.00013484128,"about_ca_system_score_gemma":0.00010822728,"threshold_uncertainty_score":0.99998784},"labels":[],"label_agreement":null},{"id":"W2068428466","doi":"10.1016/j.apmr.2009.12.019","title":"Sleep-Disordered Breathing in Patients Enrolled in an Inpatient Stroke Rehabilitation Program","year":2010,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; West Park Healthcare Centre","funders":"","keywords":"Medicine; Polysomnography; Physical therapy; Rehabilitation; Stroke (engine); Epworth Sleepiness Scale; Quality of life (healthcare); Obstructive sleep apnea; Sleep apnea; Apnea; Internal medicine","score_opus":0.0067426486488972055,"score_gpt":0.30852921970490776,"score_spread":0.30178657105601053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068428466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956551,0.000015350482,0.000022854338,0.0017440707,0.00006545229,0.0018642164,0.0000050457716,0.000025439278,0.00060244964],"genre_scores_gemma":[0.98859197,0.0000016990341,0.011083768,0.000019439769,0.00007687287,0.0001551545,0.000048368573,0.000018430881,0.000004311339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811435,0.00024350465,0.00051226275,0.00040639995,0.0004673184,0.00025617157],"domain_scores_gemma":[0.9962042,0.0030887262,0.00011390283,0.00029348422,0.00014170133,0.0001579879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033226135,0.00016557492,0.000483526,0.00072529726,0.00003561728,0.0000056083477,0.00008269535,0.00006507748,0.000009189598],"category_scores_gemma":[0.0038888713,0.00012758496,0.00008268723,0.0003675284,0.00087865593,0.00022525327,0.000049334794,0.0004907908,8.4717965e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084485154,0.0026924612,0.6081408,0.00033385225,0.000011589942,0.0000010178408,0.026980191,0.0000106160305,0.025011396,0.0009984605,9.626251e-7,0.33497378],"study_design_scores_gemma":[0.0076951487,0.017957624,0.94968367,0.00025384416,0.000021138645,4.6616816e-7,0.0034682215,0.014720076,0.00014537737,0.0059402306,0.000011737234,0.00010244769],"about_ca_topic_score_codex":0.00018393992,"about_ca_topic_score_gemma":0.00015907438,"teacher_disagreement_score":0.34154287,"about_ca_system_score_codex":0.00002945442,"about_ca_system_score_gemma":0.000021315667,"threshold_uncertainty_score":0.5202764},"labels":[],"label_agreement":null},{"id":"W2068574939","doi":"10.1016/s0034-5687(99)00106-1","title":"Impact of brainstem sleep mechanisms on pharyngeal motor control","year":2000,"lang":"en","type":"review","venue":"Respiration Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Canada Research Chairs","funders":"Medical Research Council Canada","keywords":"Obstructive sleep apnea; Pharyngeal muscles; Brainstem; Sleep (system call); Medicine; Airway; Neuroscience; Sleep apnea; Apnea; Clinical significance; Airway obstruction; Anesthesia; Psychology; Pathology; Internal medicine","score_opus":0.0495226683953822,"score_gpt":0.38966628967831735,"score_spread":0.3401436212829351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068574939","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031895807,0.9859191,0.0008340584,0.000049438557,0.00035189968,0.0056287125,0.0005305144,0.00012988124,0.0033667942],"genre_scores_gemma":[0.037582923,0.95857185,0.00016904595,0.00037493306,0.001369032,0.00048081647,0.000901688,0.00022279432,0.0003269265],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967299,0.0008779926,0.00086932315,0.0006429229,0.00042924422,0.00045062217],"domain_scores_gemma":[0.99785924,0.00048595777,0.0005078111,0.0007572811,0.00019188803,0.00019783432],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029236186,0.00048899074,0.0028055036,0.0005812011,0.000056184832,0.000009450199,0.00024493088,0.0005452675,0.0011140167],"category_scores_gemma":[0.00019877368,0.00034309446,0.0012269339,0.0003475564,0.00014220145,0.00005242029,0.000036253605,0.0006192188,0.0004270937],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007972001,0.00024336882,0.0000019354113,0.0038757266,0.0009455425,0.000011207307,0.000008163076,0.00002552386,0.0066344794,0.0009567823,0.00006671647,0.9864333],"study_design_scores_gemma":[0.013001826,0.036783345,0.0028322798,0.007130574,0.0034552226,0.00019804107,0.000006785931,0.0026555145,0.0004091818,0.0009390516,0.9311084,0.001479782],"about_ca_topic_score_codex":0.000017649229,"about_ca_topic_score_gemma":7.5051105e-7,"teacher_disagreement_score":0.9849536,"about_ca_system_score_codex":0.00039869634,"about_ca_system_score_gemma":0.0002739894,"threshold_uncertainty_score":0.9999021},"labels":[],"label_agreement":null},{"id":"W2069163578","doi":"10.5665/sleep.2196","title":"In-Home, Self-Assembled Sleep Studies Are Useful in Diagnosing Sleep Apnea in the Elderly","year":2012,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Institute for Occupational Safety and Health; National Center for Research Resources; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Polysomnography; Medicine; Obstructive sleep apnea; Sleep apnea; Body mass index; Sleep (system call); Cohort; Excessive daytime sleepiness; Physical therapy; Apnea; Receiver operating characteristic; Sleep study; Prospective cohort study; Pediatrics; Sleep disorder; Insomnia; Internal medicine; Psychiatry","score_opus":0.036321650732927625,"score_gpt":0.33435612974721146,"score_spread":0.2980344790142838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069163578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868604,0.0058141504,0.000025283098,0.0035697464,0.00072154705,0.0014181265,0.0000037509665,0.00007587739,0.0015111116],"genre_scores_gemma":[0.99799335,0.00016375277,0.0003476271,0.00059321587,0.00040835733,0.00039139105,0.000006343114,0.00007024259,0.000025695865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99571687,0.00058902346,0.0007351542,0.0005702207,0.00095977116,0.0014289864],"domain_scores_gemma":[0.99774307,0.0009179276,0.0001664112,0.000774857,0.0001793316,0.0002184183],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019362497,0.00041657028,0.00081441045,0.00089085876,0.00011974905,0.000054345423,0.00045230694,0.00022385272,0.00008808548],"category_scores_gemma":[0.0008146607,0.00031457367,0.00014219998,0.0018474892,0.00010633233,0.00063608034,0.00025696814,0.0011662191,0.00021516021],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017291891,0.0013443473,0.973577,0.00022254397,0.00014866084,0.00047557405,0.010539835,0.000034083765,0.000929588,0.00031214807,0.00014600514,0.012097283],"study_design_scores_gemma":[0.0049300673,0.00035273397,0.97507066,0.00017327233,0.000090549634,0.00006742601,0.014760481,0.0010353186,0.0014659979,0.00033747003,0.0013276258,0.00038837263],"about_ca_topic_score_codex":0.00014998925,"about_ca_topic_score_gemma":0.0009176344,"teacher_disagreement_score":0.0117089115,"about_ca_system_score_codex":0.0007983568,"about_ca_system_score_gemma":0.00002645639,"threshold_uncertainty_score":0.9999306},"labels":[],"label_agreement":null},{"id":"W2069934712","doi":"10.1164/ajrccm.163.5.2007013","title":"Chemical Control Stability in Patients with Obstructive Sleep Apnea","year":2001,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":430,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Apnea; Airway; Ventilation (architecture); Internal medicine; Mechanical ventilation; Sleep apnea; Hypopnea; Periodic breathing; Tidal volume; Sleep (system call); Anesthesia; Respiratory system; Polysomnography","score_opus":0.013112938372283226,"score_gpt":0.2960968158740083,"score_spread":0.2829838775017251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069934712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99675924,0.0007428005,0.0004975037,0.0012320837,0.00007595876,0.00024115584,0.000007458858,0.000008217613,0.00043556248],"genre_scores_gemma":[0.9984399,0.0000037916402,0.00029411557,0.0009747251,0.00025967252,0.0000052928644,0.000001909126,0.000020016296,5.7026074e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976435,0.0002496838,0.00056165515,0.00027673927,0.000881258,0.0003872094],"domain_scores_gemma":[0.997051,0.00058425375,0.0001461477,0.00021869842,0.0014006045,0.0005993045],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004529049,0.00020071503,0.00082309777,0.00024362149,0.000046086232,0.000008838457,0.0001142872,0.00005973076,0.00014485774],"category_scores_gemma":[0.0019943675,0.00013071817,0.00006493912,0.00048699448,0.0029066245,0.00014964315,0.000028884482,0.00075594,0.0000011932417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00553473,0.00017706002,0.8832999,0.000066485794,0.000054249067,0.0003645979,0.00059411617,3.912395e-7,0.001061702,0.00010407925,0.0000037166058,0.108738996],"study_design_scores_gemma":[0.012733901,0.014611485,0.9596106,0.00017319813,0.00022939322,0.00018783836,0.011213802,0.000014843244,0.0006082462,0.00006507852,0.00037594626,0.0001757084],"about_ca_topic_score_codex":0.000015069826,"about_ca_topic_score_gemma":0.0000031971674,"teacher_disagreement_score":0.10856328,"about_ca_system_score_codex":0.00020441148,"about_ca_system_score_gemma":0.00007582264,"threshold_uncertainty_score":0.9998069},"labels":[],"label_agreement":null},{"id":"W2070300927","doi":"10.1007/s11325-011-0491-3","title":"Cohort profile: the Western Australian Sleep Health Study","year":2011,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Cohort; Epidemiology; Public health; Cohort study; Polysomnography; Family medicine; Pediatrics; Gerontology; Psychiatry; Internal medicine; Pathology","score_opus":0.050484190427943575,"score_gpt":0.3274539876316578,"score_spread":0.27696979720371423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070300927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911304,0.00015585929,0.000098208475,0.002067782,0.00018549303,0.0019110838,0.0000070662322,0.000084703526,0.004359409],"genre_scores_gemma":[0.9977635,0.000010013428,0.000432849,0.00043945797,0.00016323985,0.00007112446,0.000008047849,0.000030859628,0.00108089],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981583,0.00017414377,0.00029058216,0.00040787086,0.00047852102,0.00049060915],"domain_scores_gemma":[0.9990422,0.00004538268,0.00008439013,0.00045998217,0.00009360127,0.0002744214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009306635,0.00019076366,0.0003224084,0.00010157366,0.00033375729,0.000052460775,0.00016754944,0.00006235748,0.00017617327],"category_scores_gemma":[0.000045230274,0.00012044161,0.000057364097,0.00020944173,0.00015652136,0.00013847517,0.00014835497,0.0004759771,0.00006231128],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010507323,0.00036347497,0.9218319,0.000060671635,0.0002846622,0.00013250994,0.009862756,1.1550752e-7,0.00008951698,0.000072534545,0.0000986077,0.067098156],"study_design_scores_gemma":[0.0014526189,0.00089027383,0.9918068,0.000038538117,0.00013331941,0.00026421354,0.0042970357,0.00013900676,0.00036206396,0.000034775025,0.00044591376,0.00013544848],"about_ca_topic_score_codex":0.0015589859,"about_ca_topic_score_gemma":0.00008413695,"teacher_disagreement_score":0.06997487,"about_ca_system_score_codex":0.00008918058,"about_ca_system_score_gemma":0.00002899117,"threshold_uncertainty_score":0.49114662},"labels":[],"label_agreement":null},{"id":"W2070507421","doi":"10.1016/j.pcad.2008.06.002","title":"Sleep-Disordered Breathing: Autonomic Mechanisms and Arrhythmias","year":2008,"lang":"en","type":"review","venue":"Progress in Cardiovascular Diseases","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Autonomic nervous system; Central sleep apnea; Cardiology; Apnea; Obstructive sleep apnea; Anesthesia; Internal medicine; Continuous positive airway pressure; Sleep apnea; Population; Sleep (system call); Breathing; Vagal tone; Baroreflex; Heart failure; Bradycardia; Heart rate; Blood pressure; Polysomnography","score_opus":0.028035668543934855,"score_gpt":0.31577485256305743,"score_spread":0.2877391840191226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070507421","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000060363014,0.99551386,0.0002110323,0.000036412413,0.00024189403,0.00341788,0.00015374031,0.00019181958,0.00017302517],"genre_scores_gemma":[0.0006596839,0.9954841,0.0014943804,0.000010814298,0.00035303965,0.0014427286,0.0002936173,0.00023067194,0.000030928306],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951364,0.00058962445,0.0007953852,0.001458106,0.0011771357,0.00084336527],"domain_scores_gemma":[0.99729806,0.00017254446,0.00019020934,0.0016344533,0.00013932103,0.00056542474],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003629402,0.00086905796,0.004564739,0.00080992945,0.00015240947,0.00009530287,0.00033843194,0.000486473,0.00005282104],"category_scores_gemma":[0.00024426906,0.00074613787,0.0033062468,0.00065230473,0.0005710351,0.00014714152,0.00048077846,0.00085317245,0.00006362599],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036327627,0.00018442556,0.0007658388,0.016141864,0.006196197,0.003522571,0.000040402356,0.0000031760344,1.5039435e-8,0.0000915298,0.000016742946,0.9730009],"study_design_scores_gemma":[0.0035354279,0.00020646941,0.0023721792,0.011168172,0.013054284,0.0074565117,0.00006403466,0.00030988108,0.0000017275286,0.00027347353,0.9601927,0.0013651608],"about_ca_topic_score_codex":0.000019543773,"about_ca_topic_score_gemma":0.0000014338276,"teacher_disagreement_score":0.97163576,"about_ca_system_score_codex":0.00051740126,"about_ca_system_score_gemma":0.00035130134,"threshold_uncertainty_score":0.99949896},"labels":[],"label_agreement":null},{"id":"W2070588300","doi":"10.1007/s11255-006-0057-7","title":"Age and underdialysis as predictors of sleep disorders in peritoneal dialysis patients","year":2006,"lang":"en","type":"letter","venue":"International Urology and Nephrology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Peritoneal dialysis; Nephrology; Internal medicine; Intensive care medicine","score_opus":0.0060183950041884215,"score_gpt":0.2545835459937623,"score_spread":0.2485651509895739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070588300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82998127,0.00018318123,0.00002256277,0.16647525,0.00038417336,0.00030283892,0.00007538826,0.0000133614,0.0025619974],"genre_scores_gemma":[0.9364995,0.00011769209,0.000042887386,0.061499387,0.0006406053,0.0000492979,0.00090139307,0.000031318286,0.0002179696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800265,0.00024722252,0.00046389858,0.0005646832,0.00037042043,0.00035112447],"domain_scores_gemma":[0.998984,0.00043984217,0.00018508114,0.0001988248,0.00013404094,0.000058245645],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014554996,0.0002570469,0.0006881326,0.0009865483,0.000036985017,0.000009449527,0.00017774997,0.0010287015,0.00025900212],"category_scores_gemma":[0.00016439342,0.00024858004,0.0001208756,0.00015702797,0.0010277843,0.000057687652,0.00020753274,0.001207426,0.000009226756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007410319,0.0002238584,0.98058933,0.00006372301,0.001430975,0.0005179651,0.00018419165,0.000012239587,0.00015608243,0.00019258406,0.012322926,0.003565098],"study_design_scores_gemma":[0.0031175164,0.0008499433,0.89889634,0.0000061694063,0.0004091309,0.000054145105,0.000010815341,0.00034272432,0.000016255988,0.0031463534,0.09296475,0.000185826],"about_ca_topic_score_codex":0.0006107539,"about_ca_topic_score_gemma":0.00063113554,"teacher_disagreement_score":0.10651821,"about_ca_system_score_codex":0.00007019539,"about_ca_system_score_gemma":0.000030319126,"threshold_uncertainty_score":0.99999666},"labels":[],"label_agreement":null},{"id":"W2070646248","doi":"10.1109/iembs.2011.6090500","title":"Do anthropometric parameters change the characteristics of snoring sound?","year":2011,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Obstructive sleep apnea; Kurtosis; Polysomnography; Anthropometry; Medicine; Body mass index; Audiology; Respiratory sounds; Statistical significance; Apnea–hypopnea index; Airway; Apnea; Statistics; Speech recognition; Mathematics; Cardiology; Computer science; Internal medicine; Anesthesia; Asthma","score_opus":0.1704420400233919,"score_gpt":0.3457030305802746,"score_spread":0.17526099055688268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070646248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875187,0.0001352539,0.00071133766,0.00014372997,0.00020886328,0.0004135144,0.0000060666734,0.000027754155,0.010834769],"genre_scores_gemma":[0.9977484,0.00006390271,0.0018810908,0.000064071195,0.00008882778,0.000023867984,0.0000025302427,0.000017134982,0.000110205365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898684,0.00003691744,0.00020078469,0.00016139072,0.00035986002,0.0002542005],"domain_scores_gemma":[0.99915355,0.00011994478,0.000073401905,0.0004025053,0.00015940961,0.00009117884],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026190723,0.00009418797,0.00021385132,0.00027639396,0.0000514929,0.0000098346445,0.00015302056,0.000046978177,0.0011908872],"category_scores_gemma":[0.00030221656,0.00005594984,0.0000736643,0.0006931842,0.00030263243,0.0000709676,0.000095697185,0.00017696286,0.00007375084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018611398,0.0003979079,0.7960302,0.00014715637,0.00022054158,0.00004095853,0.0026707104,1.3545336e-8,0.0017121314,0.0034930704,0.00003112961,0.19507007],"study_design_scores_gemma":[0.0005949215,0.00056317623,0.9793261,0.000022089085,0.00007677818,0.00003188466,0.0013923865,0.0001009971,0.017310118,0.00028155983,0.00019863549,0.00010132254],"about_ca_topic_score_codex":0.00026278477,"about_ca_topic_score_gemma":0.000003341971,"teacher_disagreement_score":0.19496875,"about_ca_system_score_codex":0.000044149387,"about_ca_system_score_gemma":0.000009915665,"threshold_uncertainty_score":0.9997222},"labels":[],"label_agreement":null},{"id":"W2070774408","doi":"10.1097/mcp.0b013e3283319a87","title":"Heart failure and sleep-disordered breathing: mechanisms, consequences and treatment","year":2009,"lang":"en","type":"review","venue":"Current Opinion in Pulmonary Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Central sleep apnea; Supine position; Continuous positive airway pressure; Positive airway pressure; Cardiology; Obstructive sleep apnea; Cheyne–Stokes respiration; Sleep apnea; Airway; Population; Ventilation (architecture); Internal medicine; Apnea; Polysomnography; Anesthesia","score_opus":0.11093900467648293,"score_gpt":0.41247788225383375,"score_spread":0.3015388775773508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070774408","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027129889,0.99162525,0.000035058216,0.0038946304,0.0013926354,0.002734748,0.0000544481,0.00007036838,0.00016572654],"genre_scores_gemma":[0.00030872572,0.99730784,0.00046137456,0.000027358334,0.00080458267,0.00025630096,0.0007149877,0.00006533114,0.000053496162],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99611497,0.00039921232,0.001026518,0.00114818,0.0006955667,0.0006155418],"domain_scores_gemma":[0.998178,0.00036725122,0.00027202745,0.00054524734,0.00010429943,0.0005331511],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053171505,0.0008459719,0.0029738443,0.0009602924,0.00012720362,0.000027397075,0.00017124943,0.00039600176,0.0001446996],"category_scores_gemma":[0.0002236708,0.0005760533,0.00018964995,0.0006317954,0.0010070084,0.00012009737,0.00013182807,0.00093218224,0.000015905878],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055227658,0.00029110222,0.00024087276,0.0147335045,0.00011785373,0.00011051784,0.000101512676,6.0617566e-8,0.0000061885285,0.0008944396,0.00045309914,0.9829956],"study_design_scores_gemma":[0.0020853623,0.0015598058,0.00041256944,0.040303804,0.00059169077,0.003977419,0.00024728052,0.00009170668,9.676284e-7,0.0011494353,0.9491277,0.0004523077],"about_ca_topic_score_codex":0.000064919026,"about_ca_topic_score_gemma":0.000004671128,"teacher_disagreement_score":0.9825433,"about_ca_system_score_codex":0.00039606277,"about_ca_system_score_gemma":0.0002219202,"threshold_uncertainty_score":0.9996691},"labels":[],"label_agreement":null},{"id":"W2070823908","doi":"10.1007/s11325-009-0259-1","title":"Pro-atherogenic cytokine profile of patients with suspected obstructive sleep apnea","year":2009,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health; St. Paul's Hospital; University of British Columbia Hospital; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Body mass index; Internal medicine; Leptin; Pathogenesis; Neurology; Sleep apnea; Endothelial activation; Gastroenterology; Endocrinology; Immunology; Inflammation; Obesity","score_opus":0.009518828976123283,"score_gpt":0.24890016880706176,"score_spread":0.23938133983093848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070823908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995333,0.00014694585,0.0004289049,0.00019319706,0.00004822977,0.0010425238,0.00004314136,0.00007865614,0.0026853618],"genre_scores_gemma":[0.9957041,0.000003090777,0.0039635366,0.000061845276,0.000083956984,0.000018540808,0.00007222399,0.0000329728,0.000059711896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815637,0.00005674655,0.0003058375,0.00044733874,0.00060191046,0.0004317729],"domain_scores_gemma":[0.99878365,0.000052343104,0.00014815695,0.00033850607,0.00047490862,0.00020244255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001450376,0.00025041457,0.0004364196,0.0002078737,0.00012346706,0.000026188949,0.000113233684,0.00011139109,0.00011664348],"category_scores_gemma":[0.000097667355,0.00018349766,0.0000759644,0.00044631254,0.0001871617,0.0002117427,0.000059253536,0.0003366583,0.000008110665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029949106,0.001217056,0.5568981,0.00024602874,0.0007537663,0.00013767405,0.0031310907,0.000004620412,0.026752962,0.0011329943,0.00001327868,0.40671748],"study_design_scores_gemma":[0.006492902,0.0020926348,0.9546373,0.0001011573,0.00026726362,0.000089818306,0.0005061108,0.0011936281,0.03388215,0.00037631346,0.000060644445,0.00030011672],"about_ca_topic_score_codex":0.000022601102,"about_ca_topic_score_gemma":0.0000028916525,"teacher_disagreement_score":0.40641737,"about_ca_system_score_codex":0.00010021001,"about_ca_system_score_gemma":0.000024778892,"threshold_uncertainty_score":0.7482817},"labels":[],"label_agreement":null},{"id":"W2071455445","doi":"10.2310/7070.2001.19725","title":"Does Laser-Assisted Uvulopalatoplasty Work? An Objective Analysis Using Pre- and Postoperative Polysomnographic Studies","year":2001,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Respiratory disturbance index; Polysomnography; Endoscopy; Surgery; Breathing; Prospective cohort study; Anesthesia; Apnea","score_opus":0.030261009854670035,"score_gpt":0.34159831075871455,"score_spread":0.31133730090404454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071455445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99704236,0.0011884732,0.000297354,0.0009704466,0.0001514029,0.00028521995,0.000003141464,0.000012148321,0.000049450387],"genre_scores_gemma":[0.99825865,0.00048481548,0.0008258131,0.00019114825,0.00013950752,0.0000029110422,0.0000016920511,0.00001848691,0.00007698758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997652,0.000924603,0.00048963405,0.000206915,0.0003816673,0.00034519684],"domain_scores_gemma":[0.9977828,0.0004913991,0.0003605035,0.00030615425,0.0008542085,0.00020488865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010833971,0.00020662356,0.0007999731,0.0008710629,0.00026602086,0.000023529805,0.00018181486,0.00011202355,0.000059022943],"category_scores_gemma":[0.00036811866,0.000096524556,0.00019050748,0.0016287518,0.0007330881,0.00028290597,0.00011971923,0.0006815343,0.0000015290631],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032276367,0.00020975113,0.95854205,0.000016019594,0.0067900615,0.0003659605,0.0063753375,0.00011928329,0.022397723,0.000016858947,0.000003146757,0.0019361685],"study_design_scores_gemma":[0.0014751073,0.0012521617,0.9839247,0.000039471444,0.0028620888,0.0029742618,0.0046048835,0.0005449325,0.0021059471,0.00008972585,0.000015286898,0.000111452355],"about_ca_topic_score_codex":0.00007182686,"about_ca_topic_score_gemma":0.00020233425,"teacher_disagreement_score":0.025382629,"about_ca_system_score_codex":0.00012077842,"about_ca_system_score_gemma":0.0000694097,"threshold_uncertainty_score":0.39361572},"labels":[],"label_agreement":null},{"id":"W2071545991","doi":"10.1213/ane.0b013e318248f4f5","title":"Oxygen Desaturation Index from Nocturnal Oximetry","year":2012,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":240,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Pulse oximetry; Interquartile range; Polysomnography; Body mass index; Nocturnal; Apnea; Anesthesia; Apnea–hypopnea index; Receiver operating characteristic; Cardiology; Internal medicine","score_opus":0.019452333964009652,"score_gpt":0.2867441990375861,"score_spread":0.26729186507357644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071545991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99375933,0.0011285373,0.0014020301,0.001910281,0.0000629926,0.00028518197,0.0000016769836,0.000083342726,0.0013666293],"genre_scores_gemma":[0.99573624,0.000015685333,0.0021211295,0.00088029227,0.00089977565,0.000014380895,0.00007340021,0.000044965396,0.00021414457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805725,0.00012248394,0.00027484755,0.0002850638,0.0006858873,0.0005744563],"domain_scores_gemma":[0.99877936,0.00009898149,0.00009484566,0.00043522782,0.00014952774,0.0004420613],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031693664,0.0002184032,0.00031698213,0.00023924051,0.000118408534,0.000045446246,0.00016410452,0.00019537128,0.0010618343],"category_scores_gemma":[0.00007929507,0.00018409957,0.00014251121,0.00043812522,0.00010655571,0.0003608044,0.000030227719,0.00041531652,0.00058050855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033423552,0.00020615995,0.9514242,0.000022082235,0.00020712554,0.00023960236,0.00036060886,0.0000015861862,0.021602888,0.00073875865,0.00065296213,0.024209835],"study_design_scores_gemma":[0.00081175414,0.00009178802,0.9816576,0.000017955786,0.000119796816,0.00057658623,0.0001949649,0.00055893627,0.010944261,0.000185003,0.0046518594,0.00018945696],"about_ca_topic_score_codex":0.0002474729,"about_ca_topic_score_gemma":0.000007034122,"teacher_disagreement_score":0.030233482,"about_ca_system_score_codex":0.00016119101,"about_ca_system_score_gemma":0.000039402104,"threshold_uncertainty_score":0.99985135},"labels":[],"label_agreement":null},{"id":"W2072093306","doi":"10.1213/ane.0b013e3181cfc435","title":"An Anesthetic Management Protocol to Decrease Respiratory Complications After Adenotonsillectomy in Children with Severe Sleep Apnea","year":2010,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Anesthesia; Perioperative; Obstructive sleep apnea; Tonsillectomy; Apnea; Polysomnography; Adenoidectomy; Sleep apnea; Pediatrics","score_opus":0.00948509832919596,"score_gpt":0.290232309687025,"score_spread":0.28074721135782904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072093306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94256455,0.000008942764,0.000103035854,0.0016805789,0.0000041251915,0.054396927,0.000002220796,0.00012235269,0.0011172934],"genre_scores_gemma":[0.9106354,2.330545e-7,0.004801469,0.0025608889,0.00006528174,0.081760824,0.000024108796,0.00008719012,0.000064583444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972889,0.00016555292,0.000388577,0.0008282907,0.0006768331,0.0006518833],"domain_scores_gemma":[0.99717426,0.000030128202,0.000083165425,0.0014373753,0.00021743699,0.0010576092],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035101452,0.00036760146,0.00038981027,0.0007276525,0.00014048381,0.00008001836,0.00042279466,0.00014889381,0.0005343181],"category_scores_gemma":[0.000030852654,0.00030911723,0.00008273621,0.0011420338,0.00021647567,0.00019491295,0.000050120103,0.00057981216,0.0002479226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011751751,0.0009461031,0.98009723,0.000078258454,0.00009865182,0.001354948,0.000179507,0.000020593377,0.0010827588,0.00071679626,0.00008222971,0.014167726],"study_design_scores_gemma":[0.0027249195,0.00079082535,0.9866866,0.000055322456,0.00009083565,0.0027308117,0.00008552898,0.00019733144,0.0006297316,0.00005452464,0.005567283,0.00038630358],"about_ca_topic_score_codex":0.00011710082,"about_ca_topic_score_gemma":0.0001885399,"teacher_disagreement_score":0.031929106,"about_ca_system_score_codex":0.000114439295,"about_ca_system_score_gemma":0.000116247604,"threshold_uncertainty_score":0.9999361},"labels":[],"label_agreement":null},{"id":"W2072246955","doi":"10.1016/j.smrv.2012.01.002","title":"Effects of continuous positive airway pressure (CPAP) treatment for obstructive sleep apnea in arterial stiffness: A meta-analysis","year":2012,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"National and Kapodistrian University of Athens","keywords":"Arterial stiffness; Medicine; Obstructive sleep apnea; Pulse wave velocity; Continuous positive airway pressure; Cardiology; Internal medicine; Blood pressure; Anesthesia","score_opus":0.09300746068990413,"score_gpt":0.3856957964425735,"score_spread":0.2926883357526694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072246955","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026273878,0.9702571,0.00091489253,0.0001388645,0.0007517575,0.02687427,0.00057717675,0.00004580364,0.0004138506],"genre_scores_gemma":[0.0003559926,0.9848163,0.00093149,0.000056426365,0.0014570085,0.010291593,0.0012745624,0.00022978103,0.00058682915],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9889568,0.002532332,0.0040447875,0.0018021753,0.0012558437,0.0014080756],"domain_scores_gemma":[0.9906815,0.0030985775,0.002885005,0.0018815403,0.0007053413,0.00074802485],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00217604,0.002025494,0.028175555,0.0021893077,0.00010355846,0.000023044018,0.00067489577,0.00083987985,0.0009303077],"category_scores_gemma":[0.0018739686,0.0011722682,0.00898324,0.0029674093,0.00068151136,0.00019739787,0.00019535905,0.0009130377,0.00007135194],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034220974,0.00075968803,0.000014894782,0.058758922,0.19147016,0.00008335822,0.00055378536,5.924724e-7,0.000037451046,0.000088816676,0.00004677322,0.7478433],"study_design_scores_gemma":[0.0037206516,0.0009666209,0.00010593922,0.0030158055,0.56075215,0.00006072311,0.000050522136,0.000023542712,0.00003766998,0.00001146548,0.43076223,0.00049270893],"about_ca_topic_score_codex":0.00023730904,"about_ca_topic_score_gemma":0.000064687345,"teacher_disagreement_score":0.74735063,"about_ca_system_score_codex":0.00075767044,"about_ca_system_score_gemma":0.00016317263,"threshold_uncertainty_score":0.99998295},"labels":[],"label_agreement":null},{"id":"W2072745322","doi":"10.5665/sleep.2428","title":"The Need for a Greater Focus on Obesity and Its Treatment in Sleep Medicine","year":2013,"lang":"en","type":"editorial","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Obesity; Sleep (system call); Focus (optics); Sleep medicine; Medicine; Psychology; Gerontology; Psychiatry; Insomnia; Sleep disorder; Internal medicine; Computer science","score_opus":0.021114524225124463,"score_gpt":0.3112845019948018,"score_spread":0.29016997776967735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072745322","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.108307265,0.0062098596,0.000043806198,0.015139891,0.84851515,0.014991848,0.00038821663,0.00015945615,0.0062444904],"genre_scores_gemma":[0.15229365,0.0008340349,0.000085664986,0.00009914853,0.8349911,0.0026069402,0.00044496305,0.0002329028,0.008411596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967561,0.00015626645,0.0004842793,0.0007651812,0.0010670243,0.0007711929],"domain_scores_gemma":[0.99672925,0.001682545,0.0001592747,0.0006592406,0.0004659123,0.0003037531],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005590253,0.0005446056,0.0009385322,0.00035003442,0.0002123638,0.000050874987,0.0002521412,0.00067997334,0.00016324315],"category_scores_gemma":[0.0017166862,0.00030104993,0.00015074122,0.00021721363,0.00024655057,0.00006110141,0.00011191291,0.00078003306,0.00011174233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006020747,0.0007865165,0.0035979964,0.00068490044,0.0014007991,0.00026616108,0.00157746,0.00000218823,0.00047974824,0.00089074264,0.77196217,0.21233055],"study_design_scores_gemma":[0.033243038,0.012202294,0.010732467,0.0006150484,0.0010020839,0.000019550602,0.0004615205,0.0021355795,0.0017679848,0.0017163258,0.93528885,0.00081525015],"about_ca_topic_score_codex":0.0005482692,"about_ca_topic_score_gemma":0.00034683567,"teacher_disagreement_score":0.21151529,"about_ca_system_score_codex":0.00089742127,"about_ca_system_score_gemma":0.00008209113,"threshold_uncertainty_score":0.99994415},"labels":[],"label_agreement":null},{"id":"W2072798373","doi":"10.1016/j.sleep.2014.01.009","title":"Insights into obstructive sleep apnea research","year":2014,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; Providence Health Care; University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Sleep apnea; Medicine; Sleep (system call); Physical medicine and rehabilitation; Psychology; Computer science; Cardiology","score_opus":0.08784749214512301,"score_gpt":0.42542285492611903,"score_spread":0.33757536278099604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072798373","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005312958,0.96150964,0.00047434244,0.00075928355,0.0019935302,0.004627462,0.000012347582,0.00025737498,0.030312872],"genre_scores_gemma":[0.0011785005,0.9875699,0.0006872658,0.00019557882,0.006713681,0.00084936136,0.0007245721,0.00047830318,0.0016028167],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9860992,0.002332164,0.0022903534,0.0024533703,0.0048456397,0.0019792754],"domain_scores_gemma":[0.9893669,0.0028193458,0.0006686064,0.0032255999,0.0022016286,0.0017179066],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0029841478,0.0015211812,0.006981636,0.0040327315,0.0006159275,0.000063584805,0.0015615446,0.0015031112,0.0015198368],"category_scores_gemma":[0.004984016,0.0010355398,0.00097293087,0.004392804,0.0035348893,0.00020434949,0.0010299673,0.0062444415,0.0032642544],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010930217,0.0001808041,0.000021921514,0.02991299,0.0012008542,0.0005358011,0.0007486453,1.9270696e-7,0.000025642144,0.0030300664,0.0020107147,0.96222305],"study_design_scores_gemma":[0.0025323275,0.0016298634,0.000063110696,0.015498401,0.0023176945,0.00037628858,0.0005204027,0.00016289341,0.000017081922,0.0017272251,0.9743734,0.00078129227],"about_ca_topic_score_codex":0.00022998439,"about_ca_topic_score_gemma":0.00003350626,"teacher_disagreement_score":0.9723627,"about_ca_system_score_codex":0.0019755221,"about_ca_system_score_gemma":0.00042732724,"threshold_uncertainty_score":0.9997932},"labels":[],"label_agreement":null},{"id":"W2073304562","doi":"10.1111/coa.12106","title":"A 2013 updated systematic review &amp; meta‐analysis of 36 randomized controlled trials; no apparent effects of non steroidal anti‐inflammatory agents on the risk of bleeding after tonsillectomy","year":2013,"lang":"en","type":"review","venue":"Clinical Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Hospital for Sick Children; SickKids Foundation; Western University","funders":"","keywords":"Medicine; Tonsillectomy; Placebo; Odds ratio; Meta-analysis; Perioperative; Adverse effect; Randomized controlled trial; Nausea; Anesthesia; Opioid; Vomiting; Internal medicine","score_opus":0.1007916083739136,"score_gpt":0.4265053209987586,"score_spread":0.325713712624845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073304562","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0066292346,0.9422959,0.00008794172,0.00007457249,0.0005162561,0.05014937,0.00010850616,0.000021241745,0.00011697453],"genre_scores_gemma":[0.0035790736,0.9859035,0.00015270211,0.00015084482,0.000117423486,0.009642624,0.00016431318,0.00009233643,0.00019715454],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9380029,0.044323705,0.014828415,0.0009844273,0.0012777689,0.0005827753],"domain_scores_gemma":[0.88175416,0.09896412,0.014934211,0.002426951,0.0016015522,0.00031901855],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.042808957,0.0010980737,0.09601696,0.0014590317,0.00005111581,0.000016504848,0.00091745413,0.00110195,0.002264759],"category_scores_gemma":[0.09283611,0.00047390332,0.032129377,0.0014382042,0.0012178108,0.00005785361,0.0003821497,0.0018256254,0.00025607008],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016431704,0.00047503517,0.00011030874,0.4909396,0.49135458,0.000023118695,0.000017304237,5.757137e-7,0.000005992991,0.000010370214,0.00020532092,0.00042610735],"study_design_scores_gemma":[0.069716215,0.0004862038,0.000112889524,0.10938807,0.81875986,0.0000093239105,0.0000033264128,0.00028578023,0.000006666975,0.0000039871343,0.0009623061,0.00026536564],"about_ca_topic_score_codex":0.00005763823,"about_ca_topic_score_gemma":0.000007780731,"teacher_disagreement_score":0.3815515,"about_ca_system_score_codex":0.00009232397,"about_ca_system_score_gemma":0.00028426675,"threshold_uncertainty_score":0.99977124},"labels":[],"label_agreement":null},{"id":"W2073428726","doi":"10.1164/rccm.201106-1058oc","title":"Neurogenic Changes in the Upper Airway of Patients with Obstructive Sleep Apnea","year":2011,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University; University of Waterloo","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; American Heart Association","keywords":"Medicine; Obstructive sleep apnea; Airway; Sleep apnea; Apnea; Intensive care medicine; Anesthesia; Cardiology","score_opus":0.022383149629662,"score_gpt":0.29431080925765424,"score_spread":0.27192765962799226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073428726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969566,0.0012308107,0.00007010249,0.0008350384,0.00007903771,0.00020022673,0.0000071381555,0.0000033153053,0.00061776384],"genre_scores_gemma":[0.998312,0.000011802612,0.00026894538,0.0012317597,0.0001508901,0.0000056727436,0.0000010510041,0.00001709019,8.195248e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980641,0.00032339472,0.00039050935,0.0001782488,0.0007747991,0.0002689503],"domain_scores_gemma":[0.99799454,0.0004059134,0.00018140557,0.00022331336,0.00095613534,0.00023871307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004145158,0.00015879559,0.000550966,0.0002937019,0.000045557874,0.000003846399,0.00017914841,0.00003769952,0.00010544314],"category_scores_gemma":[0.0008221192,0.00008312864,0.00005816617,0.00047259947,0.0025889429,0.000087166845,0.000033798122,0.0005301873,6.5084197e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022997411,0.00020310604,0.8516033,0.00012774969,0.000089980036,0.00031871215,0.008888525,1.1558874e-7,0.00060067326,0.0005310682,0.000009317942,0.13532768],"study_design_scores_gemma":[0.0027267467,0.024820557,0.93194056,0.00012943495,0.00027545588,0.0001325846,0.037776195,0.0000020773705,0.0017229149,0.000056613644,0.00031869064,0.00009815501],"about_ca_topic_score_codex":0.000021017911,"about_ca_topic_score_gemma":0.000010529412,"teacher_disagreement_score":0.13522953,"about_ca_system_score_codex":0.000037951668,"about_ca_system_score_gemma":0.000045219487,"threshold_uncertainty_score":0.9539068},"labels":[],"label_agreement":null},{"id":"W2073868316","doi":"10.1097/aln.0b013e3181914b19","title":"STOP Questionnaire Warrants CAUTION Sign","year":2008,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Sign (mathematics); Intensive care medicine","score_opus":0.03300530631305439,"score_gpt":0.2981523114055778,"score_spread":0.2651470050925234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073868316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976834,0.00034459564,0.00013557846,0.0007122954,0.00008744648,0.00022987499,6.571134e-7,0.000093519586,0.0007126023],"genre_scores_gemma":[0.99852324,0.000062114676,0.00026423862,0.00046295952,0.00014870164,0.00002185246,0.000014103957,0.000016981716,0.00048582038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989851,0.00014248295,0.00015334756,0.00024981317,0.00017511444,0.0002941277],"domain_scores_gemma":[0.9993998,0.000058299884,0.000035202986,0.0002560817,0.00012979233,0.00012082543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014060331,0.00010491866,0.00022844065,0.0001168244,0.00013070327,0.0000019067681,0.00007681558,0.00015188636,0.00020533547],"category_scores_gemma":[0.0002210818,0.0000869423,0.000056836132,0.00014829905,0.00032243333,0.00005164052,0.000020874884,0.00020298231,0.00055774144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042106284,0.00019232824,0.9418104,0.000039530514,0.000050260165,0.0021357925,0.000661203,0.000005199421,0.02167243,0.0012092002,0.0009364055,0.03086616],"study_design_scores_gemma":[0.0007536626,0.00060554786,0.9891034,0.000014930923,0.000015422245,0.003101475,0.000055935034,0.000108032975,0.0036601094,0.00027384967,0.0022190239,0.00008864792],"about_ca_topic_score_codex":0.000095295734,"about_ca_topic_score_gemma":0.0000037583466,"teacher_disagreement_score":0.047292933,"about_ca_system_score_codex":0.000074269454,"about_ca_system_score_gemma":0.000064819644,"threshold_uncertainty_score":0.7168824},"labels":[],"label_agreement":null},{"id":"W2074345666","doi":"10.1007/s10286-009-0034-1","title":"Peripheral chemoreflex regulation of sympathetic vasomotor tone in apnea divers","year":2009,"lang":"en","type":"article","venue":"Clinical Autonomic Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Deutsche Forschungsgemeinschaft","keywords":"Medicine; Apnea; Vasomotor; Hypoxia (environmental); Anesthesia; Heart rate; Blood pressure; Ventilation (architecture); Sympathetic nervous system; Sleep apnea; Peripheral chemoreceptors; Cardiology; Internal medicine; Stimulation; Carotid body","score_opus":0.13133948985884247,"score_gpt":0.4869535228544795,"score_spread":0.35561403299563704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074345666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987372,0.00010203615,0.00004932825,0.003291779,0.00012150596,0.0009233963,0.0000054114444,0.000033376433,0.008101202],"genre_scores_gemma":[0.99682266,0.00004890601,0.0012709041,0.00008321542,0.00024797305,0.00002032004,0.00001726394,0.000023367413,0.0014653734],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99620837,0.00055880327,0.0010397194,0.0006183759,0.00087543693,0.00069927843],"domain_scores_gemma":[0.9976235,0.00074332184,0.000112807094,0.0007618339,0.0004107576,0.00034777436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004626426,0.00015829958,0.0006492253,0.00046482397,0.00007365339,0.000025558962,0.0003810428,0.00027077313,0.0006912863],"category_scores_gemma":[0.0017259683,0.00014169104,0.00024327927,0.00067303155,0.0009049012,0.00013236345,0.00019243764,0.0012210448,0.00018422298],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024944758,0.0026850642,0.21575604,0.00013265673,0.0001222858,0.000106600026,0.00077681063,0.00006894974,0.07638139,0.003283637,0.0005240162,0.6976681],"study_design_scores_gemma":[0.0039902227,0.0019477849,0.9722882,0.000080298436,0.000015592026,0.000009708275,0.00020697148,0.010106781,0.008160775,0.0018399052,0.001215328,0.00013843774],"about_ca_topic_score_codex":0.00005225719,"about_ca_topic_score_gemma":0.000004878272,"teacher_disagreement_score":0.75653213,"about_ca_system_score_codex":0.0006023058,"about_ca_system_score_gemma":0.00033447868,"threshold_uncertainty_score":0.75690997},"labels":[],"label_agreement":null},{"id":"W2074620931","doi":"10.1007/bf03023148","title":"Survey of perioperative care of patients with obstructive Sleep Apnea","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Obstructive sleep apnea; Medicine; Perioperative; Sleep apnea; Apnea; Emergency medicine; Sleep (system call); Intensive care medicine; Anesthesia; Computer science","score_opus":0.011668639255022782,"score_gpt":0.23718600181963653,"score_spread":0.22551736256461374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074620931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969598,0.0012164149,0.000021608172,0.0006077263,0.00011569162,0.0003723429,0.000079740916,0.0000033721917,0.0006232926],"genre_scores_gemma":[0.99833107,0.000010207001,0.0011998019,0.000029008157,0.00024856688,0.0000022457518,0.000029989174,0.00007504344,0.00007409261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961225,0.00034493124,0.0012195593,0.00027554174,0.001165538,0.00087194773],"domain_scores_gemma":[0.9875766,0.00014571376,0.0011575631,0.00036121745,0.008272148,0.0024867698],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009131291,0.00040147317,0.0011764534,0.001294446,0.00026831735,0.00006573596,0.0005689391,0.00021080248,0.00037295025],"category_scores_gemma":[0.0005640364,0.00031626146,0.00027411923,0.00090082886,0.0008137889,0.000520684,0.000013533167,0.0010670021,0.0000049282776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016475165,0.00013544278,0.9056271,0.00013943581,0.00064490136,0.054277036,0.010356306,0.00050361094,0.00007196251,0.00012556158,0.00007670222,0.026394475],"study_design_scores_gemma":[0.003419113,0.0033610356,0.78813934,0.00019252147,0.0002194153,0.19882096,0.0039777914,0.00004493645,0.0008329214,0.000004840683,0.0007041186,0.0002830282],"about_ca_topic_score_codex":0.011857247,"about_ca_topic_score_gemma":0.04051569,"teacher_disagreement_score":0.14454392,"about_ca_system_score_codex":0.0015266817,"about_ca_system_score_gemma":0.004634484,"threshold_uncertainty_score":0.99992895},"labels":[],"label_agreement":null},{"id":"W2075118854","doi":"10.1038/ncpneph0392","title":"Sleep apnea in peritoneal dialysis: nocturnal versus continuous ambulatory treatment","year":2007,"lang":"en","type":"letter","venue":"Nature Clinical Practice Nephrology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Continuous ambulatory peritoneal dialysis; Nocturnal; Medicine; Sleep apnea; Ambulatory; Obstructive sleep apnea; Peritoneal dialysis; Sleep (system call); Intensive care medicine; Internal medicine","score_opus":0.045453027628433215,"score_gpt":0.4278815233775494,"score_spread":0.3824284957491162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075118854","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034173083,0.006569796,0.00006790147,0.9317506,0.010004697,0.0022975546,0.00006667178,0.00018331235,0.014886364],"genre_scores_gemma":[0.0625384,0.00041833994,0.0035481646,0.89535856,0.036399405,0.00012592574,0.0006710606,0.00024262206,0.0006975246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98932683,0.002787707,0.002334399,0.002048153,0.0017000688,0.0018028081],"domain_scores_gemma":[0.97200924,0.023635834,0.0011777352,0.001643953,0.000999827,0.0005334251],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0033989935,0.0009977885,0.0029507529,0.001066671,0.00013999843,0.00007342708,0.0006369037,0.01352594,0.00073341],"category_scores_gemma":[0.020356128,0.0008420287,0.0011556799,0.00076307816,0.0012924449,0.00030889595,0.00028494373,0.035293695,0.00060587696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07323308,0.004148039,0.010522834,0.00024065413,0.010234462,0.11938603,0.0002990529,0.0000068489544,0.00019223933,0.000108801745,0.5976128,0.18401514],"study_design_scores_gemma":[0.016754724,0.0061946064,0.0114622945,0.000023916244,0.002832271,0.0011835502,0.00013917829,0.00018441977,0.000024578585,0.00003244324,0.9605915,0.0005764995],"about_ca_topic_score_codex":0.00017457534,"about_ca_topic_score_gemma":0.00016763444,"teacher_disagreement_score":0.3629787,"about_ca_system_score_codex":0.0013822656,"about_ca_system_score_gemma":0.0004947187,"threshold_uncertainty_score":0.99940306},"labels":[],"label_agreement":null},{"id":"W2075575739","doi":"10.5812/atr.9938","title":"Gabapentin and Post Tonsillectomy Pain-The Next Best Thing?","year":2013,"lang":"en","type":"article","venue":"Archives of Trauma Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Tonsillectomy; Gabapentin; Anesthesia; Alternative medicine; Pathology","score_opus":0.06363303950070899,"score_gpt":0.3514071285149261,"score_spread":0.28777408901421714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075575739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9470312,0.0011033475,0.000064333275,0.008905631,0.000031691205,0.0013358443,0.0000067897113,0.000029839595,0.04149134],"genre_scores_gemma":[0.99589324,0.000203925,0.0019718162,0.00010746148,0.000092632865,0.00010661587,0.000010440292,0.00003941461,0.0015744509],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967814,0.0007471998,0.00030357137,0.00036540587,0.0010270795,0.0007753118],"domain_scores_gemma":[0.99535954,0.0032725,0.000035654346,0.0006247824,0.0003695589,0.00033795752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001410519,0.00016323042,0.0002922574,0.0005238329,0.0003125166,0.00012065082,0.00043029877,0.00006226584,0.00067175727],"category_scores_gemma":[0.0012277202,0.0001105257,0.00011243522,0.000468871,0.0019432807,0.00019054594,0.0003661963,0.0010049677,0.0001910474],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023639716,0.0003179671,0.016290475,0.00039912216,0.00020133836,0.00003428995,0.0033116492,9.001491e-7,0.23819765,0.0014552773,0.0011614445,0.7383935],"study_design_scores_gemma":[0.004226645,0.0037894198,0.87744296,0.00044756828,0.00006757098,0.00025175718,0.019703444,0.012483805,0.06298217,0.00903182,0.009124201,0.00044865612],"about_ca_topic_score_codex":0.0008874506,"about_ca_topic_score_gemma":0.000038424296,"teacher_disagreement_score":0.86115247,"about_ca_system_score_codex":0.000030052122,"about_ca_system_score_gemma":0.00007394506,"threshold_uncertainty_score":0.7355271},"labels":[],"label_agreement":null},{"id":"W2075847911","doi":"10.1007/s11325-013-0827-2","title":"Utility of the Berlin questionnaire for predicting obstructive sleep apnea in individuals with treatment-resistant depression","year":2013,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Providence Health Care; Queen's University","funders":"ResMed","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Depression (economics); Sleep apnea; Apnea; Continuous positive airway pressure; Apnea–hypopnea index; Hypopnea; Sleep disorder; Physical therapy; Otorhinolaryngology; Neurology; Internal medicine; Psychiatry; Insomnia","score_opus":0.013579665494883058,"score_gpt":0.2691202533138381,"score_spread":0.25554058781895506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075847911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962305,0.00042389074,0.00061758014,0.0003359267,0.00006558468,0.0018198757,0.00003499832,0.000029543287,0.0004420986],"genre_scores_gemma":[0.99730194,0.0000050861195,0.0023561507,0.00002243286,0.000059468104,0.00018419685,0.00001128208,0.000023842003,0.000035611003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984808,0.000115726325,0.00032738553,0.00038956417,0.00034827154,0.00033828476],"domain_scores_gemma":[0.99899983,0.00020505901,0.00015413469,0.00032491365,0.00019912259,0.00011695365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027088166,0.0001991797,0.00034702598,0.0001225404,0.00020197399,0.000035406585,0.00010695758,0.00011651408,0.000023866287],"category_scores_gemma":[0.00024646556,0.00011391165,0.00008105315,0.00024383621,0.00022862763,0.00023640512,0.00009100243,0.00021694752,8.9607124e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020665099,0.00014272433,0.85081357,0.00012883563,0.00014069796,0.0000039129877,0.0020291538,0.000006798595,0.002851371,0.00007316672,0.0000014710167,0.14360167],"study_design_scores_gemma":[0.003600617,0.00035167186,0.9684005,0.00036710608,0.00015183983,0.000044733824,0.0016170153,0.011168049,0.013696356,0.00047168785,0.000017181428,0.00011326052],"about_ca_topic_score_codex":0.0010308474,"about_ca_topic_score_gemma":0.00014649199,"teacher_disagreement_score":0.14348842,"about_ca_system_score_codex":0.000096776486,"about_ca_system_score_gemma":0.000035357265,"threshold_uncertainty_score":0.46451822},"labels":[],"label_agreement":null},{"id":"W2076533687","doi":"10.1378/chest.10629","title":"Quantification of Pulse Oximetry Tracings To Detect Obstructive Sleep Apnea in Patients With Moderate to Severe Chronic Obstructive Pulmonary Disease","year":2010,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; COPD; Pulmonary disease; Pulse oximetry; Obstructive sleep apnea; Cardiology; Internal medicine; Sleep apnea; Intensive care medicine; Anesthesia","score_opus":0.01242953260231522,"score_gpt":0.26638083543805946,"score_spread":0.25395130283574424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076533687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934494,0.000057278092,0.0044031567,0.0003804212,0.00030236153,0.0011129339,0.000053514425,0.000021649877,0.00021928972],"genre_scores_gemma":[0.99279207,0.0000016624034,0.006740734,0.000047781592,0.00023847364,0.00004531768,0.000022680482,0.000069260605,0.000042008938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718964,0.000103858954,0.00058331195,0.00055948243,0.0009426185,0.0006210794],"domain_scores_gemma":[0.997089,0.00009955833,0.00026129026,0.0005380137,0.0009764641,0.001035634],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037158953,0.0003245481,0.00049997936,0.00077744364,0.00016060169,0.000064400345,0.00030949214,0.00014077897,0.00016368186],"category_scores_gemma":[0.00066853786,0.00027187343,0.00011830427,0.0010126977,0.00018956128,0.00044544286,0.00010005783,0.0013482643,0.000036530797],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011817963,0.00063335645,0.6392125,0.00034931302,0.00021095095,0.00023363128,0.0012105684,0.0012087048,0.11364162,0.000084245214,0.0000064102423,0.23139077],"study_design_scores_gemma":[0.0024395487,0.0005595972,0.96566904,0.000101789796,0.0000910202,0.00013625086,0.00027269454,0.001359077,0.028722312,0.00032042648,0.000037445938,0.00029082331],"about_ca_topic_score_codex":0.000027039063,"about_ca_topic_score_gemma":0.00003727807,"teacher_disagreement_score":0.32645655,"about_ca_system_score_codex":0.0006207639,"about_ca_system_score_gemma":0.00020536916,"threshold_uncertainty_score":0.99997336},"labels":[],"label_agreement":null},{"id":"W2076847956","doi":"10.1016/j.otohns.2010.02.012","title":"Postoperative respiratory complications and recovery in obese children following adenotonsillectomy for sleep‐disordered breathing: A case‐control study","year":2010,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Tonsillectomy; Body mass index; Incidence (geometry); Obesity; Case-control study; Prospective cohort study; Respiratory system; Pediatrics; Anesthesia; Surgery; Internal medicine","score_opus":0.01538411016835627,"score_gpt":0.31087161629499077,"score_spread":0.2954875061266345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076847956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920747,0.00030355703,0.00033514603,0.0010886337,0.00012695926,0.0054069823,0.00007211908,0.00005162085,0.0005402662],"genre_scores_gemma":[0.99680895,0.000001350497,0.0014371751,0.0006669808,0.00005750695,0.0009322074,0.000018786677,0.000045525092,0.000031514886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981244,0.00028143465,0.00036790204,0.00061600184,0.00016070902,0.00044951818],"domain_scores_gemma":[0.9984887,0.0005909288,0.00007264939,0.0005020828,0.00017053176,0.00017508186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060140033,0.00022112243,0.00051371823,0.00045317295,0.00027275283,0.000033549895,0.00013532487,0.00020983414,0.000045370904],"category_scores_gemma":[0.0010184117,0.00020955977,0.00011071642,0.00029575397,0.00016721895,0.00015988322,0.000094334704,0.0007292329,0.000010832596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044899413,0.00071770325,0.9602144,0.000017622777,0.0004256259,0.0010294617,0.0013741609,0.0000030108688,0.02947285,0.00030054012,0.000021192234,0.0059744897],"study_design_scores_gemma":[0.011635939,0.0015814427,0.9816226,0.000011821231,0.0001456913,0.0028140936,0.0006024285,0.00084780634,0.0002681909,0.00013369924,0.00013881123,0.0001974829],"about_ca_topic_score_codex":0.00037530228,"about_ca_topic_score_gemma":0.0022716916,"teacher_disagreement_score":0.02920466,"about_ca_system_score_codex":0.00007309994,"about_ca_system_score_gemma":0.00009117296,"threshold_uncertainty_score":0.85455996},"labels":[],"label_agreement":null},{"id":"W2076947946","doi":"10.5664/jcsm.3264","title":"Comparing a Combination of Validated Questionnaires and Level III Portable Monitor with Polysomnography to Diagnose and Exclude Sleep Apnea","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Queen (butterfly); Polysomnography; Sleep medicine; Obstructive sleep apnea; Family medicine; Gerontology; Apnea; Psychiatry; Sleep disorder; Insomnia; Internal medicine","score_opus":0.07934354611057041,"score_gpt":0.388852200017498,"score_spread":0.30950865390692756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076947946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877592,0.00086324976,0.003164774,0.007065777,0.0003059421,0.00060506037,0.0000021547985,0.000014439503,0.00021943262],"genre_scores_gemma":[0.9959708,0.00017935132,0.0029028608,0.00039561928,0.00047838685,0.000011913331,0.000004752888,0.00002557036,0.00003078234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964878,0.0002171959,0.001707564,0.0002744378,0.0010094485,0.00030355164],"domain_scores_gemma":[0.99544096,0.0011771796,0.00083137385,0.0002545959,0.0014077959,0.00088807056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020363037,0.00021497565,0.0013054846,0.00054839696,0.00007328529,0.000024245115,0.00015383726,0.00014029813,0.00010724982],"category_scores_gemma":[0.0031058944,0.00013685135,0.00010255973,0.0005405246,0.00067895994,0.00030347818,0.00009309267,0.0006761219,0.00000261862],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014938081,0.00061751966,0.9223463,0.00013221252,0.00047901526,0.00008298189,0.00036107548,0.000008960955,0.0033182325,0.000119172466,0.000567067,0.07047364],"study_design_scores_gemma":[0.013090082,0.006524059,0.9745472,0.00074491877,0.00041848663,0.00025036331,0.00064496434,0.0018205214,0.0014008816,0.00029533915,0.0001290576,0.00013409568],"about_ca_topic_score_codex":0.0005003406,"about_ca_topic_score_gemma":0.000027887338,"teacher_disagreement_score":0.070339546,"about_ca_system_score_codex":0.000034152174,"about_ca_system_score_gemma":0.00003800608,"threshold_uncertainty_score":0.5580636},"labels":[],"label_agreement":null},{"id":"W2077258094","doi":"10.1016/j.sleep.2009.05.017","title":"Residual sleep apnea on polysomnography after 3 months of CPAP therapy: Clinical implications, predictors and patterns","year":2010,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polysomnography; Medicine; Sleep apnea; Obstructive sleep apnea; Apnea; Residual; Sleep (system call); Anesthesia; Internal medicine","score_opus":0.024395883471212666,"score_gpt":0.3416084496849522,"score_spread":0.3172125662137395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077258094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867291,0.0008809873,0.00013737143,0.009231604,0.000658256,0.0010364342,0.00007900798,0.00008062375,0.0011666276],"genre_scores_gemma":[0.9967025,0.00038206935,0.00031497286,0.0010011161,0.0013000882,0.00011965924,0.00006598305,0.000061685794,0.000051931183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968815,0.00017072297,0.0008998591,0.00068069494,0.00087328727,0.00049397274],"domain_scores_gemma":[0.99716896,0.00054065563,0.0002251865,0.0011328518,0.00034272607,0.0005896271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010637075,0.00032645056,0.0007367645,0.0005543261,0.00008515197,0.000010803402,0.00025879056,0.0002991496,0.0006897124],"category_scores_gemma":[0.0005604928,0.00023083264,0.00016794566,0.0004988552,0.001240597,0.000091219976,0.00008818489,0.0011123655,0.000017930954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013123478,0.00042659193,0.8711034,0.000068253,0.00031904312,0.000026533717,0.0004444186,1.2867089e-7,0.009637001,0.0003211181,0.00029496627,0.11604617],"study_design_scores_gemma":[0.0058462587,0.0026565054,0.98607564,0.000087434375,0.00018171732,0.0000381232,0.0002329541,0.00008921252,0.0024854874,0.00020834782,0.0019212296,0.00017706216],"about_ca_topic_score_codex":0.000112362475,"about_ca_topic_score_gemma":0.00006135613,"teacher_disagreement_score":0.115869105,"about_ca_system_score_codex":0.000022846967,"about_ca_system_score_gemma":0.000032851796,"threshold_uncertainty_score":0.9413082},"labels":[],"label_agreement":null},{"id":"W2077382536","doi":"10.1177/0193945904273283","title":"Claustrophobia and Adherence to CPAP Treatment","year":2005,"lang":"en","type":"article","venue":"Western Journal of Nursing Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Center for Research Resources; National Heart, Lung, and Blood Institute","keywords":"Psychology; Medicine; Intensive care medicine","score_opus":0.17594824257834107,"score_gpt":0.49016094262302884,"score_spread":0.31421270004468776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077382536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98883337,0.00073282915,0.00013656978,0.008283296,0.00010442612,0.0003274122,0.0000020803118,0.000007311008,0.0015727342],"genre_scores_gemma":[0.99422544,0.000097099684,0.0032615548,0.000044496635,0.0006747156,0.0000047787357,5.2451406e-7,0.000023564673,0.00166785],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975286,0.00018596048,0.00034699158,0.0002132239,0.0011774496,0.000547752],"domain_scores_gemma":[0.99797404,0.00019693795,0.00006729106,0.0002493338,0.0008011266,0.00071128237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096174947,0.00012342629,0.00031948785,0.00064150174,0.00012300911,0.00009446976,0.00017295341,0.00006904406,0.00012704806],"category_scores_gemma":[0.00023428746,0.000092626135,0.000073144955,0.00038069626,0.0002885202,0.00016087912,0.000046940295,0.0006136451,0.00009292358],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015200223,0.0006221573,0.046799485,0.000020386922,0.00007604306,0.00034125522,0.0026877867,0.000010106077,0.06743239,0.00002467136,0.0009233122,0.8795424],"study_design_scores_gemma":[0.01872007,0.07257267,0.7224819,0.005302703,0.00029033527,0.0146127865,0.008303777,0.00042362767,0.12095595,0.0008660654,0.0348244,0.0006456916],"about_ca_topic_score_codex":0.000015491216,"about_ca_topic_score_gemma":0.0000087001345,"teacher_disagreement_score":0.8788967,"about_ca_system_score_codex":0.0011187711,"about_ca_system_score_gemma":0.0001615169,"threshold_uncertainty_score":0.3777184},"labels":[],"label_agreement":null},{"id":"W2077403462","doi":"10.1017/s0266462305050634","title":"Quality and relevance of evidence in support of guideline recommendations for sleep laboratory investigations","year":2005,"lang":"en","type":"review","venue":"International Journal of Technology Assessment in Health Care","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Relevance (law); Guideline; Evidence-based medicine; Evidence-based practice; MEDLINE; Medicine; Quality (philosophy); Psychology; Alternative medicine; Pathology","score_opus":0.2470413561524645,"score_gpt":0.5821643955602337,"score_spread":0.3351230394077692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077403462","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005154775,0.939927,0.00078307785,0.0567178,0.0003804086,0.0011243327,0.0005233746,0.000009131236,0.000019402469],"genre_scores_gemma":[0.0031025962,0.920608,0.07571316,0.0002600333,0.000088326706,0.00007324848,0.00012841482,0.00002111824,0.000005131177],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951937,0.00026309365,0.0035261286,0.00023848563,0.0005827419,0.00019580217],"domain_scores_gemma":[0.992716,0.0011080985,0.0029015369,0.00025346474,0.0029329672,0.00008793535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024847763,0.00017673039,0.0014288292,0.0022999586,0.000022714805,0.0000055704013,0.0004561177,0.00029943784,0.000034148674],"category_scores_gemma":[0.0044815373,0.0001501028,0.00016211525,0.00065921276,0.00024524963,0.00017714869,0.00013429578,0.0010637166,3.1495966e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005400302,0.00018054052,0.007472625,0.007960484,0.00019300524,0.000013531461,0.00010874742,0.000009273673,0.000012748249,0.0030997142,0.00045974224,0.9804356],"study_design_scores_gemma":[0.0017822954,0.0009427963,0.0018310788,0.023191826,0.00011367288,0.00016766212,0.0011923481,0.000038633123,0.00004073635,0.0007563098,0.9697817,0.0001609343],"about_ca_topic_score_codex":0.000039256767,"about_ca_topic_score_gemma":0.00010398899,"teacher_disagreement_score":0.9802747,"about_ca_system_score_codex":0.0016795803,"about_ca_system_score_gemma":0.0026432087,"threshold_uncertainty_score":0.61210144},"labels":[],"label_agreement":null},{"id":"W2077410237","doi":"10.1378/chest.124.4.1543","title":"Home Diagnosis of Sleep Apnea: A Systematic Review of the Literature","year":2003,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":567,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Sleep apnea; Obstructive sleep apnea; Apnea; Somnolence; Excessive daytime sleepiness; Sleep medicine; Apnea–hypopnea index; Hypopnea; Polysomnography; Central sleep apnea; Breathing; Pediatrics; Sleep disorder; Internal medicine; Anesthesia; Insomnia; Psychiatry; Adverse effect","score_opus":0.036630225361089515,"score_gpt":0.3425795852359316,"score_spread":0.3059493598748421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077410237","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000051803745,0.9962764,0.000010212031,0.000116501906,0.00041699604,0.002648858,0.000049083726,0.000005146743,0.0004716716],"genre_scores_gemma":[0.000023689467,0.9990511,0.0001884004,0.00008938984,0.00021469941,0.00016967853,0.000011438408,0.00006827627,0.00018334347],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99505,0.0011501021,0.0020107157,0.0002525438,0.0011935415,0.00034307156],"domain_scores_gemma":[0.9950505,0.0004838409,0.0022622854,0.0010391922,0.00092645554,0.0002377221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018429529,0.0004359278,0.0049614552,0.0003255745,0.00007394079,0.000036697427,0.0007199166,0.00032542594,0.00024915754],"category_scores_gemma":[0.003005241,0.00021172242,0.0021407306,0.0014923125,0.00020174713,0.00007331097,0.00012558316,0.0020010492,0.00002207986],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026988364,0.000108244414,0.00005165177,0.9452707,0.0009034342,0.00007215455,0.00006658529,9.4109485e-9,4.6960557e-7,0.000026943806,0.00022950835,0.053267572],"study_design_scores_gemma":[0.00024807398,0.00008866321,0.000014980631,0.89520746,0.007438142,0.004752638,0.000020789503,3.504173e-7,0.000008822846,0.000016223334,0.0920614,0.00014247035],"about_ca_topic_score_codex":3.9296086e-7,"about_ca_topic_score_gemma":9.60583e-8,"teacher_disagreement_score":0.091831885,"about_ca_system_score_codex":0.00028796014,"about_ca_system_score_gemma":0.0003267279,"threshold_uncertainty_score":0.8693674},"labels":[],"label_agreement":null},{"id":"W2077929114","doi":"10.1007/s12630-012-9844-z","title":"An order-based approach to facilitate postoperative decision-making for patients with sleep apnea","year":2013,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Sleep apnea; Order (exchange); Apnea; Medicine; Sleep (system call); Computer science; Intensive care medicine; Anesthesia; Business","score_opus":0.020197432951792778,"score_gpt":0.2500514124320421,"score_spread":0.22985397948024933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077929114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7358174,0.00043664614,0.012291535,0.2436568,0.00086981547,0.005670879,0.00046509862,0.000039203376,0.00075264],"genre_scores_gemma":[0.80202574,0.0000045996485,0.09190167,0.09749734,0.0060812854,0.00019484806,0.00068623817,0.000910742,0.00069752557],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99255985,0.00040903696,0.0015944038,0.0008886468,0.002105867,0.0024421806],"domain_scores_gemma":[0.9829493,0.00053603976,0.0011178615,0.0008785459,0.009217094,0.0053011375],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0013055872,0.0011165965,0.0019541048,0.0036245598,0.0009365491,0.0008444157,0.0015484026,0.0010103837,0.00038212916],"category_scores_gemma":[0.0011123229,0.0008656408,0.0005746653,0.0011600188,0.0004763329,0.00077408704,0.000015819152,0.004550466,0.00003890782],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033391432,0.00044078415,0.010084224,0.0005653023,0.001345355,0.5737258,0.0037044843,0.0041210153,0.000009281268,0.000035614452,0.35406998,0.04855902],"study_design_scores_gemma":[0.0063771755,0.018885309,0.0054295054,0.0012778578,0.0008168291,0.7166812,0.0010300352,0.0015209178,0.00000997983,0.00013749374,0.24613093,0.0017027681],"about_ca_topic_score_codex":0.0026851015,"about_ca_topic_score_gemma":0.003769656,"teacher_disagreement_score":0.14615946,"about_ca_system_score_codex":0.003399426,"about_ca_system_score_gemma":0.0085415775,"threshold_uncertainty_score":0.99937946},"labels":[],"label_agreement":null},{"id":"W2077996771","doi":"10.1016/s0278-2391(03)00596-2","title":"The effect of maxillomandibular advancement on the pharyngeal airway and apnea-hypopnea index in obstructive sleep apnea syndrome patients","year":2003,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Victoria General Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Airway; Apnea; Anesthesia; Hypopnea; Apnea–hypopnea index; Sleep apnea; Polysomnography","score_opus":0.011040180983349893,"score_gpt":0.25350461093921045,"score_spread":0.24246442995586057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077996771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99728143,0.0009639197,0.000029285551,0.00047053854,0.0004976122,0.00052495813,0.000011427771,0.0000036003446,0.00021721107],"genre_scores_gemma":[0.9994824,0.0003419105,0.000026825039,0.000061843595,0.000017915525,0.000014097465,0.0000023914504,0.000020443866,0.000032188233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762195,0.00030214954,0.0006691511,0.0002133163,0.0007873263,0.00040613],"domain_scores_gemma":[0.9985769,0.000444761,0.0003934916,0.00018356007,0.00020571407,0.00019558807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015789175,0.00024868187,0.00070925505,0.0002685698,0.00019279053,0.00003629837,0.000109948574,0.0000954071,0.0000399376],"category_scores_gemma":[0.00094460446,0.00012678913,0.00019010843,0.00033439512,0.00040324553,0.00019682143,0.00006691106,0.0005022146,0.0000021591761],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024928018,0.00014339275,0.7088095,0.00007509328,0.00023361309,0.00025619904,0.000103237,0.0000078350895,0.00033315876,0.00019037467,0.00001361603,0.28734115],"study_design_scores_gemma":[0.0046529197,0.003349718,0.96996695,0.000119082004,0.00014046089,0.000586225,0.00030222058,0.00007948555,0.0050981054,0.0003354179,0.015122332,0.00024709952],"about_ca_topic_score_codex":0.000025836509,"about_ca_topic_score_gemma":0.0000033945842,"teacher_disagreement_score":0.28709406,"about_ca_system_score_codex":0.00010624034,"about_ca_system_score_gemma":0.000038065922,"threshold_uncertainty_score":0.51703113},"labels":[],"label_agreement":null},{"id":"W2078565246","doi":"10.1016/j.ajodo.2005.03.028","title":"The effects of oral appliance therapy on occlusal function in patients with obstructive sleep apnea: A short-term prospective study","year":2007,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Medicine; Oral appliance; Sleep apnea; Term (time); Prospective cohort study; Dentistry; Anesthesia; Internal medicine","score_opus":0.009610014634198435,"score_gpt":0.28932686169621785,"score_spread":0.27971684706201944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078565246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947946,0.00015542713,0.0033107589,0.000022690057,0.00031156803,0.001315441,0.0000034281693,0.000006686876,0.00007936651],"genre_scores_gemma":[0.99913144,0.000087924855,0.000577146,0.000035935882,0.00011396356,0.000009303381,0.0000016262762,0.000033982662,0.000008663943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973015,0.00017237295,0.0006572706,0.00027078076,0.0012018892,0.00039619062],"domain_scores_gemma":[0.99776995,0.00036363897,0.00055550254,0.00023212025,0.00084399735,0.00023477217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010255873,0.00025305047,0.0006660722,0.00029960697,0.000140127,0.000035154026,0.00013652483,0.000054382625,0.0000018585889],"category_scores_gemma":[0.00029165493,0.00015375031,0.00010921056,0.00073918997,0.00064668804,0.00013253967,0.000055421016,0.00062934385,4.18136e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012342817,0.0008995545,0.7152689,0.000015538315,0.00037028576,0.00012399803,0.0008954023,0.000003321647,0.000061986444,0.000055244174,6.8247914e-7,0.26996228],"study_design_scores_gemma":[0.006410697,0.026016207,0.96545386,0.00005318706,0.00016711291,0.00002327258,0.0015025446,0.000017754828,0.00015594957,0.000016434251,0.000042868833,0.0001401245],"about_ca_topic_score_codex":0.000035757294,"about_ca_topic_score_gemma":0.0001242369,"teacher_disagreement_score":0.26982215,"about_ca_system_score_codex":0.00013685561,"about_ca_system_score_gemma":0.00007931725,"threshold_uncertainty_score":0.62697554},"labels":[],"label_agreement":null},{"id":"W2078651219","doi":"10.1164/rccm.200503-320oc","title":"Left Ventricular Structural Adaptations to Obstructive Sleep Apnea in Dilated Cardiomyopathy","year":2006,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Cardiology; Internal medicine; Interventricular septum; Ventricle; Heart failure; Polysomnography; Apnea; Left ventricular hypertrophy; Sleep apnea; Dilated cardiomyopathy; Muscle hypertrophy; Blood pressure","score_opus":0.013883844705055834,"score_gpt":0.31156760292720426,"score_spread":0.29768375822214843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078651219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99229884,0.0038161152,0.0010757729,0.0018315188,0.0002220375,0.0002414242,0.000012308752,0.000013054153,0.0004889363],"genre_scores_gemma":[0.99776363,0.0000043107093,0.0009539342,0.00061726104,0.0006226868,0.0000048914458,0.0000049038836,0.000024412499,0.0000039921924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975426,0.00026635965,0.00068217574,0.00028577063,0.00080489006,0.00041816806],"domain_scores_gemma":[0.9976692,0.00036522062,0.00013278009,0.00020423705,0.0010933994,0.00053517206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037876147,0.00021735011,0.0007851379,0.0006635514,0.00009728416,0.000017142214,0.0001295948,0.00006175561,0.00007544104],"category_scores_gemma":[0.0013548556,0.00016510766,0.00011649514,0.0008024092,0.0011622404,0.00014053029,0.000049050977,0.00060988485,0.000002864971],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016481701,0.00010513135,0.73105156,0.00019583307,0.00015912068,0.007431774,0.0033044345,0.00019464259,0.018804474,0.002440582,0.00007932074,0.23458493],"study_design_scores_gemma":[0.0029530518,0.0070143626,0.9629459,0.00021625108,0.00029833682,0.0015629277,0.02119893,0.00009742284,0.0014804677,0.00039545997,0.0015948018,0.0002421221],"about_ca_topic_score_codex":0.00012723629,"about_ca_topic_score_gemma":0.00002165179,"teacher_disagreement_score":0.2343428,"about_ca_system_score_codex":0.00022801837,"about_ca_system_score_gemma":0.00008377115,"threshold_uncertainty_score":0.6732895},"labels":[],"label_agreement":null},{"id":"W2078737927","doi":"10.1164/ajrccm.170.6.950","title":"Pharyngeal Anatomy and Severity of Obstructive Apnea","year":2004,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Apnea; Obstructive sleep apnea; Pharynx; Anatomy; Intensive care medicine; Cardiology; Internal medicine","score_opus":0.020031875061014812,"score_gpt":0.3385230383488786,"score_spread":0.31849116328786375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078737927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6603843,0.02774979,0.00026518267,0.3088551,0.0006797375,0.00054670265,0.00013673391,0.00002408262,0.0013583837],"genre_scores_gemma":[0.8769581,0.0001420596,0.00070946664,0.11870289,0.0034000268,0.000004844215,0.000012507482,0.000059782345,0.000010330112],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964218,0.00037249931,0.00093625265,0.00043102674,0.0013552203,0.00048318732],"domain_scores_gemma":[0.99592084,0.00084628793,0.00049151824,0.00032224864,0.0018423791,0.00057672546],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00048597716,0.00041392155,0.0019018864,0.0006045581,0.00008623526,0.0000139399735,0.00020431737,0.0003145753,0.00012742176],"category_scores_gemma":[0.0015936854,0.00030802618,0.00018991347,0.00041055956,0.0075730407,0.00014576252,0.00010585108,0.003234621,9.153352e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004440226,0.00029413038,0.097255275,0.013070494,0.002074229,0.035512485,0.0068863803,5.299555e-7,0.0034818081,0.0010158321,0.034159325,0.8018093],"study_design_scores_gemma":[0.02707763,0.10733485,0.20292792,0.009251211,0.009289612,0.023416914,0.061754953,0.000013110182,0.0053338157,0.003522312,0.5476755,0.0024021985],"about_ca_topic_score_codex":0.000053838587,"about_ca_topic_score_gemma":0.0000014667132,"teacher_disagreement_score":0.79940706,"about_ca_system_score_codex":0.00020962273,"about_ca_system_score_gemma":0.00038610317,"threshold_uncertainty_score":0.9999372},"labels":[],"label_agreement":null},{"id":"W2078874872","doi":"10.1007/s11325-011-0555-4","title":"Effects of 10 days of modest intermittent hypoxia on circulating measures of inflammation in healthy humans","year":2011,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Systemic inflammation; Hypoxia (environmental); Internal medicine; Inflammation; Intermittent hypoxia; Endocrinology; Hypoxemia; Immunology; Endothelial activation; Intercellular adhesion molecule; Obstructive sleep apnea; Cell adhesion; Cell; Biology","score_opus":0.044599497221691035,"score_gpt":0.2874103444981405,"score_spread":0.24281084727644947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078874872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971216,0.0001405719,0.0003288944,0.000022872642,0.000037387024,0.0003779911,0.0000017546196,0.000008498686,0.0019604433],"genre_scores_gemma":[0.99940914,0.000009553108,0.00051925675,0.000009023514,0.00002502763,0.000008444918,0.0000027798972,0.000012338372,0.0000044317057],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988703,0.0000902535,0.00039291428,0.00016718954,0.00032021606,0.00015914196],"domain_scores_gemma":[0.9993282,0.00013807559,0.00017961394,0.00015989073,0.00013597742,0.00005826332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042094407,0.00009794847,0.0003247105,0.00028524408,0.000025436024,0.000002664219,0.00006108536,0.00006698068,0.000013616448],"category_scores_gemma":[0.00026821526,0.00008463041,0.000052943455,0.00013975946,0.00009415081,0.000081886086,0.00004720657,0.00016542578,8.228339e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001274094,0.00041535296,0.13044533,0.0029418338,0.00014781416,0.00004852877,0.014506074,0.000038475897,0.59679407,0.00140564,7.256245e-7,0.2519821],"study_design_scores_gemma":[0.0026596661,0.0011238042,0.6637242,0.0009805963,0.00006992855,0.000014157314,0.0005475399,0.004538848,0.32589623,0.00035577442,0.0000010458108,0.00008818463],"about_ca_topic_score_codex":0.00036077423,"about_ca_topic_score_gemma":0.000021037362,"teacher_disagreement_score":0.5332789,"about_ca_system_score_codex":0.000052822623,"about_ca_system_score_gemma":0.000015353273,"threshold_uncertainty_score":0.3451128},"labels":[],"label_agreement":null},{"id":"W2079094501","doi":"10.1183/09031936.06.00075405","title":"Enhanced chemo-responsiveness in patients with sleep apnoea and end-stage renal disease","year":2006,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Humber River Regional Hospital; University of Toronto; University of Calgary","funders":"","keywords":"Polysomnography; Medicine; Hypercapnia; End stage renal disease; Ventilation (architecture); Sleep (system call); Respiratory system; Population; Anesthesia; Sleep Stages; Control of respiration; Hypoxia (environmental); Hyperoxia; Apnea; Internal medicine; Cardiology; Disease; Lung; Oxygen","score_opus":0.011794657494246378,"score_gpt":0.25385179305756556,"score_spread":0.24205713556331918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079094501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951907,0.00028329794,0.00038874164,0.00008900123,0.00007106485,0.00034269545,0.000018430575,0.00002582018,0.0035902837],"genre_scores_gemma":[0.9987938,0.000002987593,0.00019263802,0.00027495102,0.00033594045,0.000003985817,0.000010339164,0.000070830516,0.00031452865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99735075,0.00063454907,0.00042087588,0.0003703348,0.00076123985,0.0004622367],"domain_scores_gemma":[0.9986332,0.0000639421,0.00017356881,0.00031279842,0.00031635162,0.0005001606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008257088,0.00023125923,0.00027330976,0.00039808717,0.00016710705,0.000091000176,0.00015875726,0.000032395426,0.000303177],"category_scores_gemma":[0.00021423797,0.00018015622,0.00006182286,0.00029433958,0.00023655404,0.00022280891,0.0001023797,0.00067749026,0.000049137252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007448946,0.00048763579,0.94740826,0.00006652408,0.00006315556,0.0035559144,0.00010455805,0.000100753074,0.019361485,0.00007570519,0.000098998724,0.021228084],"study_design_scores_gemma":[0.007714941,0.0005689598,0.98316824,0.00011912338,0.00003250401,0.0000242613,0.000038625283,0.00002404527,0.0033168658,0.000009688942,0.0047845584,0.00019817335],"about_ca_topic_score_codex":0.000003363313,"about_ca_topic_score_gemma":0.000005442539,"teacher_disagreement_score":0.035760015,"about_ca_system_score_codex":0.00018177116,"about_ca_system_score_gemma":0.000107887754,"threshold_uncertainty_score":0.73465574},"labels":[],"label_agreement":null},{"id":"W2079547991","doi":"10.1016/s1569-9048(03)00078-8","title":"Sleep-disordered breathing in heart failure: characteristics and implications","year":2003,"lang":"en","type":"review","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Heart failure; Central sleep apnea; Medicine; Breathing; Cardiology; Obstructive sleep apnea; Sleep apnea; Internal medicine; Population; Heart disease; Disease; Sleep disordered breathing; Apnea; Polysomnography; Intensive care medicine; Anesthesia","score_opus":0.04942823902924758,"score_gpt":0.35098694135128383,"score_spread":0.30155870232203624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079547991","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020555723,0.97625154,0.000005622158,0.00034553042,0.00032184288,0.0021048628,0.00016070555,0.000089747606,0.00016441259],"genre_scores_gemma":[0.00303886,0.9930871,0.00027072796,0.0019872852,0.00032847316,0.000630666,0.00042265787,0.00019591139,0.000038290393],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951381,0.0016056233,0.0010101192,0.0013105653,0.00009447512,0.0008411008],"domain_scores_gemma":[0.99761033,0.00066100556,0.00035956586,0.0010057964,0.0001302454,0.00023307368],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003469678,0.000653515,0.0030303271,0.00069706707,0.0001379547,0.000016621929,0.0002895115,0.001004913,0.000101660815],"category_scores_gemma":[0.0003625545,0.00056795083,0.000337686,0.00060725113,0.0007127221,0.00006109732,0.0002857189,0.0017852659,0.0001525527],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019536354,0.0009807112,0.008599916,0.022767643,0.000956774,0.00018849906,0.00008238189,7.36615e-7,0.052224606,0.0025991614,0.0013098271,0.9100944],"study_design_scores_gemma":[0.00071793684,0.0004522915,0.018252186,0.00048701963,0.00028555543,0.00052040187,0.000006904072,0.0000016929221,0.000012760939,0.00007814802,0.97879726,0.00038785808],"about_ca_topic_score_codex":0.000005698605,"about_ca_topic_score_gemma":0.000005115057,"teacher_disagreement_score":0.97748744,"about_ca_system_score_codex":0.00017303275,"about_ca_system_score_gemma":0.00024119532,"threshold_uncertainty_score":0.9996772},"labels":[],"label_agreement":null},{"id":"W2079599926","doi":"10.1016/j.clinph.2007.04.009","title":"Does age worsen EEG slowing and attention deficits in obstructive sleep apnea syndrome?","year":2007,"lang":"en","type":"article","venue":"Clinical Neurophysiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Electroencephalography; Obstructive sleep apnea; Analysis of variance; Apnea; Daytime; Vigilance (psychology); Excessive daytime sleepiness; Audiology; Anesthesia; Internal medicine; Cardiology; Pediatrics; Psychology; Sleep disorder; Cognition; Psychiatry","score_opus":0.032735117261861256,"score_gpt":0.35254302445918295,"score_spread":0.3198079071973217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079599926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99729663,0.000034019446,0.00015894319,0.00035855864,0.0010416263,0.0004897197,0.0000040472605,0.000057270623,0.0005591968],"genre_scores_gemma":[0.9984174,0.00003308875,0.00068428915,0.00043040197,0.00020706818,0.000010079397,0.000016613381,0.000040603394,0.00016050294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99709505,0.0003880322,0.0008260436,0.000823817,0.00023708331,0.00062998297],"domain_scores_gemma":[0.99757636,0.0014985233,0.00012259203,0.0004114501,0.00010391374,0.00028718475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057490624,0.0002252348,0.00071930984,0.0002627575,0.000075441436,0.000013962008,0.00015227601,0.0002903758,0.00004441459],"category_scores_gemma":[0.0016978277,0.00015520363,0.00017497457,0.00040143917,0.0007627235,0.00009639922,0.00026683032,0.0010517443,0.000090265785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022453023,0.0007007012,0.62355965,0.0001558159,0.00017215325,0.009585379,0.00012307001,0.000007630796,0.23646244,0.00063706015,0.000008380475,0.12634242],"study_design_scores_gemma":[0.0020792368,0.0009866481,0.99485785,0.000029172283,0.0000429556,0.00015676179,0.00012762558,0.00025542793,0.00019405452,0.0009646011,0.00014731236,0.00015837833],"about_ca_topic_score_codex":0.000033178145,"about_ca_topic_score_gemma":0.000032893004,"teacher_disagreement_score":0.37129816,"about_ca_system_score_codex":0.000051110943,"about_ca_system_score_gemma":0.000015020211,"threshold_uncertainty_score":0.632902},"labels":[],"label_agreement":null},{"id":"W2079848782","doi":"10.1016/j.smrv.2014.11.004","title":"Biomarkers associated with obstructive sleep apnea: A scoping review","year":2014,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute","keywords":"Obstructive sleep apnea; Medicine; Polysomnography; Biomarker; Context (archaeology); Sleep apnea; Internal medicine; Intensive care medicine; Apnea","score_opus":0.07447436155736542,"score_gpt":0.39878124661457504,"score_spread":0.3243068850572096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079848782","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[6.568816e-7,0.9665352,0.0005897426,0.00063550385,0.00073806575,0.023390306,0.00003813296,0.00025511012,0.007817261],"genre_scores_gemma":[0.000001083018,0.9917918,0.00073383603,0.0011745937,0.0012783866,0.0028597286,0.0013378653,0.00046389992,0.00035882063],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.98525274,0.0033181077,0.0047416724,0.0024326118,0.0024438773,0.0018110081],"domain_scores_gemma":[0.98896,0.0018046435,0.0038641316,0.003065025,0.00095800194,0.0013481404],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0065521267,0.0024024895,0.019051893,0.0012005682,0.00029298454,0.000043265383,0.0011474671,0.0008692999,0.0018573523],"category_scores_gemma":[0.013694576,0.0014084702,0.0021274826,0.004422157,0.0014023648,0.00021872438,0.00038339256,0.0026580794,0.001042815],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023396075,0.00008315905,0.000018839824,0.35316047,0.001859919,0.00014020794,0.000024092982,1.817701e-8,4.3273653e-7,0.000025099094,0.0017774997,0.6428869],"study_design_scores_gemma":[0.0012151697,0.000600712,0.000009320989,0.50924605,0.012149042,0.00052014,0.000012112237,0.000009586305,3.2980344e-7,0.0000048280936,0.47555816,0.00067452574],"about_ca_topic_score_codex":0.000027544409,"about_ca_topic_score_gemma":0.000034606634,"teacher_disagreement_score":0.64221233,"about_ca_system_score_codex":0.0013997898,"about_ca_system_score_gemma":0.0005270678,"threshold_uncertainty_score":0.999735},"labels":[],"label_agreement":null},{"id":"W2080125767","doi":"10.5665/sleep.1728","title":"The Impact of a Telemedicine Monitoring System on Positive Airway Pressure Adherence in Patients with Obstructive Sleep Apnea: A Randomized Controlled Trial","year":2012,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":197,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Providence Health Care; Vancouver General Hospital; Thompson Rivers University; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Medicine; Randomized controlled trial; Telemedicine; Sleep apnea; Airway; Positive airway pressure; Apnea; Sleep (system call); Anesthesia; Intensive care medicine; Internal medicine; Health care","score_opus":0.009468596621965893,"score_gpt":0.286988684073858,"score_spread":0.2775200874518921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080125767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98261625,0.0006534383,0.00007663681,0.00003788086,0.0007161661,0.013148717,0.000027227878,0.000036558078,0.0026871513],"genre_scores_gemma":[0.9983211,0.000004505296,0.00008269168,0.0000035048513,0.00051003107,0.0009480676,0.0000118051075,0.000045272773,0.000073011084],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9958034,0.0009401351,0.0008707797,0.00035698814,0.0012497209,0.00077898585],"domain_scores_gemma":[0.9961399,0.0018146014,0.00055103493,0.00052214705,0.0006794911,0.0002928593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017029329,0.0003919842,0.002027861,0.00027462165,0.00013588794,0.00002232077,0.0002239745,0.00014454417,0.000043237756],"category_scores_gemma":[0.0016438781,0.00018667663,0.00044846442,0.00044249312,0.00043570448,0.00015321144,0.00007232343,0.00060669304,0.000013137901],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8459708,0.0006487508,0.14584924,0.000058802456,0.0020350206,0.000007705962,0.0010212655,0.000058175636,0.00011064406,0.00013410205,0.0000037182913,0.0041017667],"study_design_scores_gemma":[0.779023,0.0038590254,0.21362703,0.00027884223,0.0005634988,0.0000043162167,0.0007764564,0.0010935017,0.0006278515,0.000006628024,0.0000012494327,0.00013858646],"about_ca_topic_score_codex":0.00018779389,"about_ca_topic_score_gemma":0.0000030763283,"teacher_disagreement_score":0.06777779,"about_ca_system_score_codex":0.0004485969,"about_ca_system_score_gemma":0.000060664894,"threshold_uncertainty_score":0.7612452},"labels":[],"label_agreement":null},{"id":"W2080694932","doi":"10.1016/j.otohns.2008.11.008","title":"Using nasal steroids to treat nasal obstruction caused by adenoid hypertrophy: Does it work?","year":2009,"lang":"en","type":"review","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Adenoid hypertrophy; Adenoid; Mometasone furoate; Randomized controlled trial; Adverse effect; Cochrane Library; Internal medicine; Dermatology; Surgery; Adenoidectomy; Corticosteroid","score_opus":0.061445205202849636,"score_gpt":0.3674525271500343,"score_spread":0.30600732194718466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080694932","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025909739,0.9671721,0.00026824503,0.00045491004,0.0012637718,0.0035111,0.00015823083,0.00020260985,0.0010592846],"genre_scores_gemma":[0.0012538541,0.9855006,0.0040255086,0.0008060723,0.002314043,0.00037411667,0.00094131957,0.0005029718,0.004281518],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994674,0.00071341713,0.0010881278,0.0014753186,0.0007466405,0.0013024845],"domain_scores_gemma":[0.99728674,0.00024872605,0.0003528657,0.0011842216,0.0002433066,0.00068416883],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00027973033,0.0010264807,0.003515659,0.00096928596,0.00021033527,0.00007741436,0.00053604104,0.0013489659,0.0005819841],"category_scores_gemma":[0.00028266653,0.00075571676,0.00068089186,0.001157908,0.0003052647,0.00015740807,0.0002795683,0.0016504148,0.00047240753],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038423878,0.00027673182,0.00062726217,0.005713503,0.0006719057,0.0010723956,0.00012457506,0.0000010537923,0.002137291,0.000039452814,0.0018511156,0.9871005],"study_design_scores_gemma":[0.0021142159,0.0012563848,0.0005160447,0.003465124,0.002340956,0.0018546224,0.000055754725,0.000016609001,0.00021992222,0.00002198276,0.98711807,0.0010203095],"about_ca_topic_score_codex":0.00010792032,"about_ca_topic_score_gemma":0.000023165458,"teacher_disagreement_score":0.98608017,"about_ca_system_score_codex":0.0012791617,"about_ca_system_score_gemma":0.00030097607,"threshold_uncertainty_score":0.9999475},"labels":[],"label_agreement":null},{"id":"W2080876183","doi":"10.1016/j.ijporl.2013.06.009","title":"Validation of a pediatric obstructive sleep apnea screening tool","year":2013,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health","funders":"","keywords":"Medicine; Obstructive sleep apnea; Pediatrics; Sleep apnea; Physical therapy; Internal medicine","score_opus":0.021082054349742217,"score_gpt":0.2954615126069561,"score_spread":0.2743794582572139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080876183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892487,0.00048359743,0.006986852,0.00068774814,0.0016231729,0.00041004652,0.000019285168,0.000020409361,0.0005201822],"genre_scores_gemma":[0.9851069,0.00013336538,0.009422063,0.00009274662,0.0051141093,0.000015198182,0.000018438705,0.000034442273,0.000062758954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99663067,0.00019236242,0.0011937141,0.0002692091,0.001359229,0.00035483798],"domain_scores_gemma":[0.9943738,0.00046207776,0.001179585,0.00023483323,0.0035423774,0.00020730289],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056443363,0.00022435522,0.0005395482,0.0015330436,0.000046065983,0.000043195094,0.0006130886,0.00021744015,0.0010403683],"category_scores_gemma":[0.0013512265,0.00019889891,0.00033648917,0.00050545123,0.00011383794,0.0007185122,0.00019437866,0.0006969127,0.00009106494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046864178,0.00032284015,0.9767924,0.000058003876,0.00070365425,0.00020407111,0.00029287726,0.000079659396,0.008371329,0.0003197944,0.0005824232,0.01180434],"study_design_scores_gemma":[0.004250684,0.00086964905,0.98386115,0.000010563181,0.00056358107,0.0013164459,0.00019491075,0.0008725269,0.0067253765,0.0009454947,0.00015119827,0.00023843847],"about_ca_topic_score_codex":0.000062343075,"about_ca_topic_score_gemma":4.286628e-7,"teacher_disagreement_score":0.011565901,"about_ca_system_score_codex":0.00020452231,"about_ca_system_score_gemma":0.00016045137,"threshold_uncertainty_score":0.9998728},"labels":[],"label_agreement":null},{"id":"W2081427376","doi":"10.1111/jsr.12262","title":"Quality of life among untreated sleep apnea patients compared with the general population and changes after treatment with positive airway pressure","year":2014,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Heart, Lung, and Blood Institute","keywords":"Obstructive sleep apnea; Medicine; Continuous positive airway pressure; Population; Quality of life (healthcare); Sleep apnea; Apnea; Positive airway pressure; Physical therapy; Excessive daytime sleepiness; Body mass index; Obesity; Airway; Internal medicine; Insomnia; Anesthesia; Sleep disorder; Psychiatry","score_opus":0.033178773275492554,"score_gpt":0.33664903497226556,"score_spread":0.303470261696773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081427376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969232,0.00033082016,0.00016098797,0.0013155346,0.000025177309,0.00090545806,0.000029745743,0.0000062974714,0.00030274285],"genre_scores_gemma":[0.99919516,0.00002060195,0.0003356814,0.000031568045,0.000205369,0.000034128647,0.000021376241,0.000032328135,0.00012375842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957783,0.0011200159,0.00042443405,0.0002634868,0.0019699677,0.0004437782],"domain_scores_gemma":[0.99604017,0.00047095073,0.00037691795,0.00033944682,0.0023993133,0.0003731934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015163219,0.00020737221,0.0006162526,0.00040211665,0.00016953045,0.00005529401,0.00015316765,0.000094427625,0.000056950554],"category_scores_gemma":[0.000224488,0.0001016084,0.00007145469,0.00046314046,0.0006011133,0.00018592167,0.00008131779,0.00054060586,0.0000017934354],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012823964,0.00054659875,0.9659556,0.00011381006,0.0010596268,0.000023673367,0.0011358021,0.000098707766,0.00074415334,0.000038179,0.000020546366,0.01743935],"study_design_scores_gemma":[0.007276092,0.008275056,0.9785403,0.000100583806,0.00018375223,0.000019167406,0.0005283846,0.0028935915,0.0020046162,0.000014214612,0.00005856101,0.00010569724],"about_ca_topic_score_codex":0.0007933519,"about_ca_topic_score_gemma":0.0004800665,"teacher_disagreement_score":0.017333653,"about_ca_system_score_codex":0.00018649481,"about_ca_system_score_gemma":0.000052015017,"threshold_uncertainty_score":0.41434702},"labels":[],"label_agreement":null},{"id":"W2081644704","doi":"10.1080/15389588.2013.830213","title":"Elevated Risk of Sleepiness-Related Motor Vehicle Accidents in Patients With Obstructive Sleep Apnea Syndrome: A Case-Control Study","year":2013,"lang":"en","type":"article","venue":"Traffic Injury Prevention","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Obstructive sleep apnea; Medicine; Poison control; Injury prevention; Occupational safety and health; Human factors and ergonomics; Sleep apnea; Motor vehicle crash; Apnea; Suicide prevention; Physical medicine and rehabilitation; Sleep (system call); Medical emergency; Physical therapy; Anesthesia; Computer science","score_opus":0.006355804942558604,"score_gpt":0.2560898472738429,"score_spread":0.24973404233128427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081644704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921744,0.000023048999,0.00009204837,0.000018090923,0.000150015,0.0073222104,0.00008233209,0.00009822214,0.000039636125],"genre_scores_gemma":[0.99918836,0.0000010791443,0.000202382,0.000005688166,0.00001669766,0.0003700115,0.000049767823,0.00006730299,0.00009873077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99644285,0.00066412956,0.0009003422,0.0006104958,0.000849728,0.00053245237],"domain_scores_gemma":[0.9979298,0.000115604715,0.00047091002,0.00057441543,0.00072138297,0.00018788602],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00057027553,0.0003402717,0.0007036562,0.00061799184,0.00010509613,0.000029860303,0.00018853253,0.00019880423,0.00063320546],"category_scores_gemma":[0.00025433383,0.0002893603,0.00014749766,0.0010835733,0.00013599666,0.000543506,0.00006590553,0.0006351518,0.00010780411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026534437,0.0042101205,0.9127031,0.00008808753,0.0012360536,0.000251083,0.00069490535,0.00026127335,0.00085880235,0.0000050766043,0.0000036854972,0.077034354],"study_design_scores_gemma":[0.019276947,0.005613688,0.9658407,0.00008959073,0.00054136314,0.00008903056,0.00084288017,0.0072111227,0.00020020506,0.00004869577,2.879019e-7,0.00024551092],"about_ca_topic_score_codex":0.0003388566,"about_ca_topic_score_gemma":0.00007779765,"teacher_disagreement_score":0.07678884,"about_ca_system_score_codex":0.0002970996,"about_ca_system_score_gemma":0.00004054015,"threshold_uncertainty_score":0.99995583},"labels":[],"label_agreement":null},{"id":"W2082133108","doi":"10.1016/j.cjca.2014.07.225","title":"HISTOLOGICAL CHANGES IN RIGHT HUMAN ATRIAL TISSUE CAUSED BY OBSTRUCTIVE SLEEP APNEA: A PILOT STUDY","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Sirius Red; Obstructive sleep apnea; Cardiology; Internal medicine; Hypoxia (environmental); Artery; Pathology; Fibrosis","score_opus":0.03223506840335209,"score_gpt":0.300237664698713,"score_spread":0.2680025962953609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082133108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923905,0.00050320063,0.00043797464,0.0014558882,0.0009559279,0.00058970577,0.000020858333,0.000009529762,0.0036364216],"genre_scores_gemma":[0.9977094,0.000003107249,0.000058735877,0.00009255682,0.0019995586,0.000010146284,0.000009215333,0.000027237558,0.00009004642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99728405,0.000904846,0.00051420846,0.00031737192,0.0003083055,0.0006712084],"domain_scores_gemma":[0.9980293,0.00021510472,0.00021460331,0.00029561867,0.00034997298,0.000895401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001039044,0.00022095347,0.0011042675,0.0007541819,0.00013550975,0.00001851558,0.0003128618,0.00016939039,0.0001688802],"category_scores_gemma":[0.0008957505,0.00018295385,0.00013060185,0.0002786204,0.00047344185,0.00006006456,0.000032163945,0.0008882391,0.000017699724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015457671,0.00011961366,0.91940624,0.000050118953,0.0018973395,0.008411275,0.0014739805,0.00017898068,0.031429358,0.0012880043,0.0068657724,0.027333576],"study_design_scores_gemma":[0.016879244,0.03594717,0.8565539,0.000033295477,0.00055390556,0.0021555664,0.0012589343,0.00004028289,0.0010222786,0.0012109778,0.08383043,0.0005139857],"about_ca_topic_score_codex":0.0021878614,"about_ca_topic_score_gemma":0.020930737,"teacher_disagreement_score":0.07696466,"about_ca_system_score_codex":0.00081295177,"about_ca_system_score_gemma":0.00024735427,"threshold_uncertainty_score":0.9969347},"labels":[],"label_agreement":null},{"id":"W2082202033","doi":"10.5665/sleep.4182","title":"Short-Term Potentiation in the Control of Pharyngeal Muscles in Obstructive Apnea Patients","year":2014,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; Misericordia Community Hospital; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Medicine; Pharyngeal muscles; Apnea; Cardiology; Long-term potentiation; Term (time); Anesthesia; Internal medicine; Physical medicine and rehabilitation; Airway","score_opus":0.011718199105473897,"score_gpt":0.27011070874225057,"score_spread":0.2583925096367767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082202033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99664944,0.00003890846,0.00067536073,0.00024787267,0.00012796535,0.0007877735,0.000013993171,0.000009398667,0.0014492554],"genre_scores_gemma":[0.9996571,0.00000234105,0.00007501038,0.00008904154,0.00007252192,0.0000440973,0.000040236104,0.000014582011,0.0000050919725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841034,0.0002459886,0.0003270491,0.00022706795,0.0005156384,0.00027389123],"domain_scores_gemma":[0.9993156,0.00014091512,0.00007015879,0.00027530704,0.0001466809,0.00005132364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043367516,0.00011716778,0.0002670949,0.00023608984,0.000026753261,0.000009817083,0.00016971405,0.000072945346,0.00003733255],"category_scores_gemma":[0.0002671291,0.00008616345,0.00006813983,0.0002967819,0.00011256843,0.00011587152,0.000035690202,0.00026090685,0.000010596292],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022324763,0.00029771455,0.8428221,0.00003836985,0.000025362127,0.000007381981,0.000791855,0.000016045593,0.0028341543,0.00032321038,0.0000034437023,0.15261714],"study_design_scores_gemma":[0.003944853,0.00021151491,0.9902787,0.000022779304,0.00003243807,0.000002511004,0.00028827213,0.0038775818,0.000968525,0.00027588842,0.000025994554,0.00007091306],"about_ca_topic_score_codex":0.00005901949,"about_ca_topic_score_gemma":0.000059511258,"teacher_disagreement_score":0.15254623,"about_ca_system_score_codex":0.000095023555,"about_ca_system_score_gemma":0.000009571345,"threshold_uncertainty_score":0.35136434},"labels":[],"label_agreement":null},{"id":"W2082209128","doi":"10.1113/jphysiol.2003.038810","title":"Within‐Breath Control of Genioglossal Muscle Activation in Humans: Effect of Sleep‐Wake State","year":2003,"lang":"en","type":"article","venue":"The Journal of Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Medical Research Council Canada; Deutsches Krebsforschungszentrum; National Center for Research Resources; National Sleep Foundation; American Heart Association","keywords":"Wakefulness; Non-rapid eye movement sleep; Anesthesia; Reflex; Genioglossus; Sleep (system call); Sleep and breathing; Medicine; Dilator; Psychology; Internal medicine; Breathing; Obstructive sleep apnea; Electroencephalography; Neuroscience","score_opus":0.011549354458243732,"score_gpt":0.29208156435335997,"score_spread":0.28053220989511624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082209128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987997,0.000113226255,0.0004626383,0.00008341463,0.00009252113,0.00028736307,0.0000033142626,0.0000022163504,0.00015563035],"genre_scores_gemma":[0.99978715,0.000015967855,0.00008189023,0.000032190073,0.00005618319,0.0000022819027,9.5130497e-7,0.000012820744,0.000010542516],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979542,0.000963751,0.00051760307,0.0000827664,0.00029093045,0.00019076023],"domain_scores_gemma":[0.99827504,0.00064588815,0.0005456688,0.00020612325,0.00027667332,0.00005058424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014920977,0.00010686857,0.0005651878,0.00019537126,0.000023200218,0.0000013616045,0.00014298467,0.000058114143,0.00008693757],"category_scores_gemma":[0.0005348383,0.0000614242,0.00011134476,0.00019712928,0.00024655167,0.000074163116,0.000017897508,0.00039645267,0.0000023053099],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002969635,0.00013639597,0.011846633,0.00009161401,0.00020368864,0.0000043570813,0.00067545054,0.00063713774,0.9821812,0.00013487761,0.0000074342015,0.0011115787],"study_design_scores_gemma":[0.0067032347,0.0034949828,0.44724014,0.00006970938,0.000111071575,0.000028919269,0.00018251278,0.00023795034,0.54072124,0.0011487422,0.0000114872555,0.000049994127],"about_ca_topic_score_codex":0.00003975301,"about_ca_topic_score_gemma":0.000004537877,"teacher_disagreement_score":0.44145995,"about_ca_system_score_codex":0.00006810323,"about_ca_system_score_gemma":0.000053596214,"threshold_uncertainty_score":0.25048062},"labels":[],"label_agreement":null},{"id":"W2082527719","doi":"10.1007/s10439-014-1083-8","title":"Acoustic Estimation of Neck Fluid Volume","year":2014,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Supine position; Obstructive sleep apnea; Linear regression; Airway; Computer science; Artificial neural network; Regression; Breathing; Biomedical engineering; Medicine; Artificial intelligence; Mathematics; Anesthesia; Statistics; Machine learning","score_opus":0.020526810810846507,"score_gpt":0.3043763478432864,"score_spread":0.28384953703243987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082527719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77188915,0.00012167548,0.22636423,0.0010268104,0.00013789906,0.00014549443,0.000008219269,0.00005026208,0.00025626135],"genre_scores_gemma":[0.9927589,0.0000114116,0.0070165186,0.00004055383,0.000101745696,0.000004514913,0.000018557743,0.000016888862,0.00003089536],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988153,0.0000129985265,0.0003056596,0.00012772849,0.00051113445,0.00022715647],"domain_scores_gemma":[0.999284,0.000098140394,0.000051397576,0.00020826042,0.00015431266,0.00020384275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036205392,0.00008910805,0.00028125456,0.00023776463,0.000010036905,0.000002865022,0.00009228178,0.00008794195,0.00012566835],"category_scores_gemma":[0.0017842919,0.0000803584,0.0000776065,0.00031905604,0.000118068194,0.000050085586,0.000044489756,0.00013120948,0.000019492843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013722118,0.0003810948,0.0008472984,0.0026028617,0.0002665063,0.000018031827,0.00017322303,0.01738834,0.7249422,0.0011305878,0.0013097262,0.25080287],"study_design_scores_gemma":[0.00053724926,0.0004735906,0.017198006,0.00018345387,0.000025948271,0.000012190488,0.000009886038,0.92782605,0.05210409,0.00004452221,0.0015108899,0.00007414737],"about_ca_topic_score_codex":0.0000116673655,"about_ca_topic_score_gemma":8.049768e-8,"teacher_disagreement_score":0.9104377,"about_ca_system_score_codex":0.000011825662,"about_ca_system_score_gemma":0.000019706995,"threshold_uncertainty_score":0.32769203},"labels":[],"label_agreement":null},{"id":"W2082660234","doi":"10.1378/chest.1386315","title":"Utility of the “Elbow Sign” in the Diagnosis of Obstructive Sleep Apnea","year":2012,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Obstructive sleep apnea; Elbow; Sign (mathematics); Sleep apnea; Radiology; Cardiology","score_opus":0.04459911520822691,"score_gpt":0.31684130000403393,"score_spread":0.27224218479580703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082660234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994414,0.0007338132,0.00010291203,0.0011929699,0.00028109987,0.0003159489,0.000008813963,0.0000028960053,0.0029475736],"genre_scores_gemma":[0.99929076,0.000025665113,0.00030535116,0.000061256294,0.00027883932,0.0000120728955,6.5870165e-7,0.000012145015,0.000013249131],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805063,0.00036179155,0.00040611354,0.0001042698,0.0007186331,0.00035853946],"domain_scores_gemma":[0.9984963,0.00047596623,0.00024758698,0.00040353768,0.00025021844,0.00012637422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013604446,0.00011673601,0.00028544333,0.00010410361,0.000085741,0.000010494184,0.00039350943,0.00008167917,0.00036963294],"category_scores_gemma":[0.0011525314,0.00005992405,0.00019507088,0.00046915942,0.00047205313,0.00015439698,0.000098739234,0.00083670643,0.000005713195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010119796,0.00037821793,0.9672607,0.00008715784,0.000080052945,0.0000066055773,0.0033523634,0.0000011422856,0.0024042665,0.0001921287,0.00008538492,0.026050774],"study_design_scores_gemma":[0.00080763747,0.00007553942,0.9495347,0.000044996337,0.00006802995,0.00019731975,0.0030842784,0.000065639484,0.04517258,0.00039314103,0.00050689036,0.000049226757],"about_ca_topic_score_codex":0.00002726663,"about_ca_topic_score_gemma":0.000007267656,"teacher_disagreement_score":0.042768314,"about_ca_system_score_codex":0.00006799996,"about_ca_system_score_gemma":0.000052916566,"threshold_uncertainty_score":0.40472212},"labels":[],"label_agreement":null},{"id":"W2082757413","doi":"10.3389/fneur.2014.00058","title":"Volumetric Brain Morphometry Changes in Patients with Obstructive Sleep Apnea Syndrome: Effects of CPAP Treatment and Literature Review","year":2014,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Hypoxemia; Cardiology; Voxel-based morphometry; Internal medicine; Anesthesia; Magnetic resonance imaging; White matter; Radiology","score_opus":0.0033537970744382116,"score_gpt":0.22022392155222864,"score_spread":0.21687012447779042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082757413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806958,0.016165871,0.00016690635,0.0009788297,0.00035654366,0.00155435,0.000011936974,0.000013522558,0.000056259887],"genre_scores_gemma":[0.9962924,0.0014146316,0.0012958479,0.0007926231,0.000024015908,0.000082250815,0.000034661625,0.000035135505,0.00002840249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981084,0.0004515553,0.0002574988,0.0005195724,0.0002563259,0.00040664847],"domain_scores_gemma":[0.9989564,0.00031816206,0.00012787517,0.00036911154,0.00010266208,0.00012583597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017080645,0.00024889052,0.0009040087,0.0013253895,0.000020998785,0.0000064485894,0.00011438528,0.00018093895,0.000007969439],"category_scores_gemma":[0.00080367934,0.00019208384,0.00004367384,0.0017408502,0.00024352831,0.000069360016,0.000070014896,0.0004151888,0.0000013461913],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007353441,0.0002844292,0.9286603,0.0018671353,0.00009701351,0.00029986078,0.00014832875,0.0000012163375,0.00008344005,0.000009914657,0.00013727733,0.067675784],"study_design_scores_gemma":[0.006752241,0.007933367,0.9836493,0.0004981215,0.00008302635,0.000115825394,0.000009767962,0.00019733544,0.00022304525,0.0000444535,0.00035850273,0.00013498995],"about_ca_topic_score_codex":0.00002211296,"about_ca_topic_score_gemma":0.000020794452,"teacher_disagreement_score":0.067540795,"about_ca_system_score_codex":0.00010189583,"about_ca_system_score_gemma":0.000011837755,"threshold_uncertainty_score":0.78329515},"labels":[],"label_agreement":null},{"id":"W2083122744","doi":"10.1109/iembs.2010.5627653","title":"Acoustical screening for obstructive sleep apnea during wakefulness","year":2010,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Wakefulness; Supine position; Obstructive sleep apnea; Medicine; Audiology; Quadratic classifier; Linear discriminant analysis; Apnea; Polysomnography; Sleep apnea; Speech recognition; Anesthesia; Computer science; Artificial intelligence; Electroencephalography; Classifier (UML)","score_opus":0.023449919201848704,"score_gpt":0.3126337288215692,"score_spread":0.2891838096197205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083122744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8453168,0.000007093411,0.14727436,0.00054183876,0.00043037703,0.0008561956,0.000018369925,0.0001573201,0.0053976467],"genre_scores_gemma":[0.93019205,1.8168747e-7,0.06811451,0.00006445545,0.0006533955,0.0001373611,0.000016959957,0.000055309465,0.0007657983],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998166,0.000020731462,0.00025417446,0.00046945142,0.00045625254,0.0006333408],"domain_scores_gemma":[0.99847126,0.00028218701,0.000042724147,0.0004263117,0.00041017993,0.0003673312],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023069038,0.00020045169,0.00031831238,0.00017805219,0.00022165081,0.000041221123,0.00016850341,0.00018847275,0.0010601449],"category_scores_gemma":[0.00093814614,0.00016718208,0.00015272306,0.00022813866,0.00025847787,0.00015614544,0.00013100216,0.0006918218,0.000058805515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014969569,0.00020575797,0.03962873,0.00029352456,0.00032055905,0.000094949966,0.00018003049,0.000017340728,0.76415825,0.008292733,0.000044273544,0.18526687],"study_design_scores_gemma":[0.007897394,0.0003280252,0.41025364,0.000025035853,0.00021905688,0.0005106783,0.0012160841,0.060117237,0.5168582,0.0011722897,0.00087787723,0.00052443374],"about_ca_topic_score_codex":0.000018043589,"about_ca_topic_score_gemma":0.00001862767,"teacher_disagreement_score":0.37062493,"about_ca_system_score_codex":0.00005010711,"about_ca_system_score_gemma":0.00002407042,"threshold_uncertainty_score":0.999853},"labels":[],"label_agreement":null},{"id":"W2083537447","doi":"10.1213/ane.0000000000000067","title":"Postoperative Complications Associated with Obstructive Sleep Apnea","year":2014,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Perioperative; Sleep medicine; Observational study; Hypoxemia; Airway; Hypercapnia; Anesthesia; Intensive care medicine; Emergency medicine; Physical therapy; Sleep disorder; Internal medicine; Cardiorespiratory fitness; Psychiatry","score_opus":0.021901379614993863,"score_gpt":0.2733777207864312,"score_spread":0.2514763411714373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083537447","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03064984,0.00018596949,0.0008655291,0.95684314,0.000046497673,0.0020515998,0.000037024314,0.00034612752,0.008974264],"genre_scores_gemma":[0.24035469,0.000009029629,0.0012990334,0.7490763,0.001176216,0.00042594204,0.004084633,0.00041242363,0.00316173],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99501467,0.00057113054,0.00058793044,0.0012673921,0.0014803226,0.001078547],"domain_scores_gemma":[0.9957793,0.00058966037,0.0004722966,0.0013952958,0.0014585328,0.00030493856],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00029906016,0.0008716016,0.0013907835,0.00059290626,0.0003910059,0.00013023298,0.00059070566,0.0011752319,0.00037448603],"category_scores_gemma":[0.00020077194,0.00070544163,0.00035073946,0.00094532815,0.00084096263,0.00015952696,0.0000580434,0.003340019,0.00053033873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005973248,0.00061543664,0.04226709,0.00037210927,0.006095404,0.020170288,0.0011084017,0.000023677598,0.00055399106,0.0021651199,0.91797715,0.008053989],"study_design_scores_gemma":[0.0035015442,0.0022009178,0.33683777,0.0005152142,0.0018705501,0.0075156223,0.00029125775,0.0015586563,0.00052065874,0.00037882663,0.64292693,0.0018820667],"about_ca_topic_score_codex":0.00011762198,"about_ca_topic_score_gemma":0.000018952143,"teacher_disagreement_score":0.29457068,"about_ca_system_score_codex":0.0006271044,"about_ca_system_score_gemma":0.00019777026,"threshold_uncertainty_score":0.9995397},"labels":[],"label_agreement":null},{"id":"W2083775721","doi":"10.5664/jcsm.3818","title":"Association between OSA and Severe Fatigue in Patients with Multiple Sclerosis (MS)","year":2014,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Polysomnography; Gerontology; Family medicine; Library science; Psychiatry","score_opus":0.09515626228436846,"score_gpt":0.3635613613844825,"score_spread":0.268405099100114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083775721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6112973,0.00015161012,0.00017122111,0.38669384,0.00062581425,0.00064608775,0.000024486902,0.000011882606,0.0003777684],"genre_scores_gemma":[0.865255,0.00020669629,0.00096138427,0.11324111,0.019745318,0.0000073000197,0.00022507216,0.0001177839,0.00024032003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9922567,0.0008387013,0.0028658437,0.0004708521,0.0029933103,0.000574585],"domain_scores_gemma":[0.98842734,0.006439562,0.0027846603,0.00039401843,0.0014669255,0.00048751678],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004784956,0.00041244726,0.0028548206,0.00059560547,0.000052428633,0.000022454147,0.000302878,0.001394638,0.00023943967],"category_scores_gemma":[0.012649685,0.0002586762,0.00025909682,0.00038103166,0.0003577588,0.00016461537,0.000091885355,0.0070178,0.000010988709],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079647574,0.00014449496,0.8501585,0.00020339292,0.0009823465,0.00014810725,0.000044245004,9.573275e-7,0.0000019279748,3.0459083e-7,0.11742272,0.030096501],"study_design_scores_gemma":[0.026668524,0.0049607246,0.9131651,0.002075735,0.0012420791,0.000020030095,0.000018734234,0.000033855507,0.0000039556057,0.000035315818,0.051550813,0.0002251585],"about_ca_topic_score_codex":0.000051193925,"about_ca_topic_score_gemma":0.000017437433,"teacher_disagreement_score":0.27345273,"about_ca_system_score_codex":0.00044300884,"about_ca_system_score_gemma":0.00010614224,"threshold_uncertainty_score":0.9999865},"labels":[],"label_agreement":null},{"id":"W2083957592","doi":"10.1016/j.resp.2012.01.014","title":"Influence of negative airway pressure on upper airway dynamic and impact on night-time apnea worsening","year":2012,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Apnea; Airway; Medicine; Obstructive sleep apnea; Anesthesia; Continuous positive airway pressure; Critical closing pressure; Sleep apnea; Wakefulness; Hypopnea; Cardiology; Polysomnography; Hemodynamics","score_opus":0.011684463479076741,"score_gpt":0.2994191849876198,"score_spread":0.28773472150854307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083957592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99789596,0.00029273884,0.0000018686726,0.00014242406,0.00013058525,0.0006505775,0.00006140915,0.000062542655,0.0007618963],"genre_scores_gemma":[0.9982988,0.000012854777,0.000035618676,0.001236537,0.0001678477,0.000041103212,0.00001698972,0.000056757257,0.00013347117],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9967686,0.0009961969,0.00043868207,0.00070154865,0.00019217357,0.0009028105],"domain_scores_gemma":[0.99745196,0.0010864933,0.00025946618,0.00069514906,0.00019314169,0.0003137799],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003322739,0.00043999415,0.00090025604,0.00040504275,0.000129749,0.000004999389,0.0002314743,0.00039406493,0.00023340264],"category_scores_gemma":[0.0005038233,0.00031859404,0.00018448214,0.00030572742,0.0010965569,0.00015517672,0.00020954556,0.0009290264,0.0002727888],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022550658,0.00030550992,0.02525035,0.00007307152,0.00029491933,0.000008866253,0.00019929832,0.000965355,0.96911067,0.00019400155,0.00009421098,0.0012486698],"study_design_scores_gemma":[0.0017622488,0.006026837,0.8828076,0.00006135149,0.000102541264,0.000037162503,0.00002760827,0.0002897447,0.10755713,0.00005334005,0.0009993011,0.00027513987],"about_ca_topic_score_codex":0.000010117825,"about_ca_topic_score_gemma":5.924626e-7,"teacher_disagreement_score":0.86155355,"about_ca_system_score_codex":0.00008000456,"about_ca_system_score_gemma":0.000073344585,"threshold_uncertainty_score":0.9999266},"labels":[],"label_agreement":null},{"id":"W2084209348","doi":"10.1016/j.hcmf.2014.02.002","title":"Implementation of an Innovative Postoperative Monitoring Approach for Patients with Obstructive Sleep Apnea","year":2014,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"William Osler Health System","funders":"","keywords":"Obstructive sleep apnea; Medicine; Teamwork; Pulse oximetry; Patient safety; Airway; Intensive care medicine; Health care; Medical emergency; Quality management; Surgery; Anesthesia; Operations management","score_opus":0.019040866528442044,"score_gpt":0.33371009912302374,"score_spread":0.3146692325945817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084209348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95563614,0.000017435881,0.03563431,0.001012125,0.00017565771,0.005703945,0.00009699853,0.00006248016,0.0016608927],"genre_scores_gemma":[0.94624376,0.0000019037124,0.052318465,0.0001755031,0.00007495111,0.0005541639,0.0005437471,0.000053334494,0.000034149252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976066,0.0001297831,0.00044315023,0.00055338256,0.00067007303,0.0005970622],"domain_scores_gemma":[0.9973319,0.000050536866,0.00024483856,0.00042472535,0.0017744851,0.00017350861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031373935,0.00024968467,0.0003936629,0.0003687635,0.00020967846,0.000024707086,0.00015683864,0.0000705788,0.000013416913],"category_scores_gemma":[0.000033452012,0.00020992142,0.00004697101,0.0008092032,0.00011076284,0.00030542794,0.000121185156,0.00019191991,0.0000018873315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010208304,0.00033397178,0.58367354,0.00081372535,0.00034898866,0.0000016671211,0.001339538,0.000018341862,0.0000695447,0.011012643,0.000014813209,0.40135238],"study_design_scores_gemma":[0.008330456,0.0063762325,0.9453358,0.00006098701,0.00008322515,0.0000021885025,0.032231368,0.0017602025,0.004853585,0.00021074974,0.00046064792,0.00029457416],"about_ca_topic_score_codex":0.00018729741,"about_ca_topic_score_gemma":0.00002893717,"teacher_disagreement_score":0.4010578,"about_ca_system_score_codex":0.00029715506,"about_ca_system_score_gemma":0.00003146536,"threshold_uncertainty_score":0.8560347},"labels":[],"label_agreement":null},{"id":"W2084245859","doi":"10.1054/ebcm.2000.0325","title":"Sleep-disordered breathing is associated with hypertension at 4-year follow-up","year":2000,"lang":"en","type":"article","venue":"Evidence-based Cardiovascular Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sleep disordered breathing; Sleep (system call); Medicine; Breathing; Cardiology; Sleep and breathing; Audiology; Obstructive sleep apnea; Anesthesia; Computer science","score_opus":0.0404695087944815,"score_gpt":0.2658683734637506,"score_spread":0.2253988646692691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084245859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9547836,0.029089466,0.0008550924,0.00846752,0.00038216772,0.0018177535,0.000016741737,0.00038874842,0.0041988986],"genre_scores_gemma":[0.9929391,0.0006415482,0.00043688997,0.0023037253,0.0005636816,0.00009632547,0.00012351447,0.00014996229,0.0027452493],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9926101,0.0005941979,0.0006190879,0.00121845,0.0039583077,0.0009998527],"domain_scores_gemma":[0.9957013,0.00064342225,0.00012657233,0.0019496313,0.0009165277,0.0006625162],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024212182,0.00059596106,0.0017350183,0.00040424074,0.00039807023,0.000032526237,0.0003549256,0.00031814064,0.0075227004],"category_scores_gemma":[0.0022948089,0.00042540743,0.0010377767,0.0014359282,0.00066738407,0.0003286476,0.00008480959,0.00074801454,0.0005434904],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021137709,0.001093178,0.16795051,0.0015682939,0.029428607,0.01819763,0.004060455,0.0019329297,0.02731947,0.000047048692,0.0219522,0.70531195],"study_design_scores_gemma":[0.24194378,0.01804704,0.46164706,0.03656867,0.03436936,0.0070927823,0.0026890507,0.038596265,0.045959998,0.00016522109,0.10732061,0.005600163],"about_ca_topic_score_codex":0.0006035748,"about_ca_topic_score_gemma":0.000026393584,"teacher_disagreement_score":0.6997118,"about_ca_system_score_codex":0.00087630854,"about_ca_system_score_gemma":0.00017923077,"threshold_uncertainty_score":0.99981976},"labels":[],"label_agreement":null},{"id":"W2084393745","doi":"10.5665/sleep.1952","title":"The Interaction of Obstructive Sleep Apnea and Obesity on the Inflammatory Markers C-Reactive Protein and Interleukin-6: The Icelandic Sleep Apnea Cohort","year":2012,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Institutes of Health; Háskóli Íslands; Landspítali Háskólasjúkrahús; National Heart, Lung, and Blood Institute; University of Pennsylvania","keywords":"Medicine; Obstructive sleep apnea; Body mass index; Internal medicine; Obesity; Sleep apnea; Cohort; C-reactive protein; Gastroenterology; Cohort study; Endocrinology; Inflammation","score_opus":0.011641923866528214,"score_gpt":0.260624818941054,"score_spread":0.24898289507452578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084393745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98929644,0.0005436061,0.00014780532,0.0016769546,0.00047913508,0.0027737531,0.0000164423,0.000041232062,0.0050246352],"genre_scores_gemma":[0.9989863,0.000020847901,0.000050484738,0.00012918952,0.00030284873,0.00031058732,0.000009464604,0.000049515544,0.00014073025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99701834,0.0006349929,0.00047177565,0.00044481095,0.0007833742,0.0006467356],"domain_scores_gemma":[0.99708074,0.0012371034,0.0003634105,0.0007937551,0.0002793785,0.00024562236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017588955,0.00037117943,0.0004070276,0.00015635672,0.00061715074,0.00008548409,0.0003258969,0.00016588943,0.00009052883],"category_scores_gemma":[0.00084642787,0.00018853828,0.00013969495,0.00029988983,0.0013453463,0.00036004122,0.00034991067,0.0011500971,0.000039004422],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004690752,0.00041463727,0.8348285,0.00021882755,0.0020781734,0.000022314116,0.0076788706,0.0000057265884,0.018976493,0.0073707225,0.0001410115,0.12357398],"study_design_scores_gemma":[0.0016967548,0.0006034686,0.9495736,0.00011230741,0.0003879953,0.00016239293,0.014186621,0.0031280923,0.027057244,0.0006009449,0.0021704556,0.00032017563],"about_ca_topic_score_codex":0.00012220227,"about_ca_topic_score_gemma":0.000041302148,"teacher_disagreement_score":0.12325381,"about_ca_system_score_codex":0.00028208518,"about_ca_system_score_gemma":0.000023995015,"threshold_uncertainty_score":0.7688368},"labels":[],"label_agreement":null},{"id":"W2084648201","doi":"10.5664/jcsm.2028","title":"Clinical Presentation of Obstructive Sleep Apnea in Patients with Chronic Kidney Disease","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; Alberta Kidney Disease Network; University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Kidney disease; Presentation (obstetrics); Sleep apnea; Disease; Intensive care medicine; Sleep (system call); Internal medicine; Surgery","score_opus":0.043358817433547574,"score_gpt":0.4077547305404916,"score_spread":0.364395913106944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084648201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99281687,0.0007923201,0.0008050748,0.0023441743,0.0019156913,0.0007785162,0.000014796325,0.000010418395,0.0005221229],"genre_scores_gemma":[0.99414223,0.00010659968,0.0013075175,0.00044093857,0.0038819013,0.000006862323,0.00003381249,0.000045684472,0.000034474797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9922048,0.0008255464,0.003932775,0.00034361487,0.0020864215,0.00060684286],"domain_scores_gemma":[0.9915872,0.001956087,0.0020389673,0.0005276766,0.0014895779,0.0024004972],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004857957,0.00029094057,0.0018222105,0.0004521,0.000038193924,0.000005930671,0.00033037362,0.00025056073,0.000588449],"category_scores_gemma":[0.017063234,0.00018141977,0.00041390126,0.0006485159,0.0012227747,0.000512088,0.000108124936,0.0017138489,0.000016679685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011257036,0.002476206,0.885481,0.00018037137,0.0004992001,0.00006376642,0.00013846201,0.000011545963,0.000024155725,0.00007308543,0.0003292006,0.09946595],"study_design_scores_gemma":[0.031015217,0.00684315,0.9589611,0.0005936409,0.0007312377,0.000017973347,0.00013394869,0.0004116823,0.00004014956,0.000105147425,0.0009946461,0.00015209164],"about_ca_topic_score_codex":0.000018569797,"about_ca_topic_score_gemma":0.0000041067524,"teacher_disagreement_score":0.09931386,"about_ca_system_score_codex":0.00023237933,"about_ca_system_score_gemma":0.00033506146,"threshold_uncertainty_score":0.9912165},"labels":[],"label_agreement":null},{"id":"W2084924135","doi":"10.1513/annalsats.201309-325oc","title":"Sleep-disordered Breathing in Children with Cardiomyopathy","year":2014,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hospital for Sick Children; Stollery Children's Hospital; University of Alberta; SickKids Foundation; BC Children's Hospital; University of Toronto","funders":"","keywords":"Medicine; Cardiomyopathy; Sleep disordered breathing; Breathing; Cardiology; Sleep (system call); Intensive care medicine; Internal medicine; Pediatrics; Anesthesia; Obstructive sleep apnea; Heart failure","score_opus":0.038053003021172496,"score_gpt":0.36266566528209054,"score_spread":0.32461266226091806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084924135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99477184,0.00015132308,0.0007151626,0.0030402648,0.000021312859,0.00041630416,0.00000893756,0.000033289478,0.00084155594],"genre_scores_gemma":[0.99627346,0.000046185265,0.0023700728,0.0011292798,0.00008207965,0.000019423715,0.000004828831,0.000035098943,0.000039576167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825305,0.0002479046,0.00022479413,0.00030607276,0.0005639822,0.00040422447],"domain_scores_gemma":[0.9986733,0.00010237966,0.00024164688,0.0006940671,0.00018577205,0.00010280674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075003953,0.00016988555,0.0005097352,0.00005769334,0.00008591511,0.000012924227,0.0003066884,0.00004128266,0.000010181375],"category_scores_gemma":[0.00017924981,0.00010969669,0.00034662566,0.0009969142,0.000794634,0.00007220513,0.00016091373,0.00038493605,0.00000596022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001706549,0.000099312914,0.84072626,0.000033100274,0.00034422174,0.0000010460517,0.0007902686,0.000059956692,0.0013071235,0.000027427386,0.00014534897,0.15629527],"study_design_scores_gemma":[0.0005701446,0.00035777772,0.98915505,0.000056580095,0.0000672004,0.00005242378,0.0011538859,0.0012790918,0.0069057494,0.00013406068,0.00012682826,0.00014123063],"about_ca_topic_score_codex":0.00072150724,"about_ca_topic_score_gemma":0.000009264255,"teacher_disagreement_score":0.15615404,"about_ca_system_score_codex":0.00003685351,"about_ca_system_score_gemma":0.00003610948,"threshold_uncertainty_score":0.4473301},"labels":[],"label_agreement":null},{"id":"W2084953245","doi":"10.1159/000107736","title":"Bariatric Surgery in the Treatment of Obstructive Sleep Apnea in Morbidly Obese Patients","year":2007,"lang":"en","type":"article","venue":"Respiration","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Weight loss; Epworth Sleepiness Scale; Polysomnography; Sleep apnea; Obesity; Body mass index; Apnea; Morbidly obese; Surgery; Cohort; Hypopnea; Anesthesia; Internal medicine","score_opus":0.030848017357231017,"score_gpt":0.30956970387094357,"score_spread":0.27872168651371254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084953245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976316,0.00019444531,0.00016041033,0.000097925615,0.00009926704,0.00081797416,0.00000391613,0.0000075814387,0.0009868621],"genre_scores_gemma":[0.99964434,0.000021226324,0.00011653851,0.000036828274,0.00009404307,0.000034175657,0.000031380278,0.000011697113,0.000009752566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984268,0.0001658893,0.0004497807,0.00020941916,0.00048621657,0.00026192048],"domain_scores_gemma":[0.9989494,0.0004836104,0.00010604125,0.00026453476,0.00014810539,0.000048305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007178292,0.00011241015,0.00024906415,0.0006247479,0.000026337806,0.000008643656,0.000062769774,0.00008607971,0.00002516604],"category_scores_gemma":[0.00036209798,0.00007852081,0.000078786376,0.0009731377,0.000052677016,0.0001100031,0.000010429502,0.000115891424,0.000012050852],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048860983,0.00084337586,0.7919861,0.000026566633,0.000016539972,0.00003701646,0.0014040546,0.000021320475,0.0013088295,0.000111988105,0.0000037998013,0.20375182],"study_design_scores_gemma":[0.0018715466,0.0005907405,0.99109954,0.000014667626,0.000017467375,0.0000023347404,0.0003569091,0.00040165015,0.005295955,0.000120549594,0.00016746788,0.00006119886],"about_ca_topic_score_codex":0.00038035732,"about_ca_topic_score_gemma":0.00045399254,"teacher_disagreement_score":0.20369062,"about_ca_system_score_codex":0.0004448376,"about_ca_system_score_gemma":0.00003535084,"threshold_uncertainty_score":0.32019857},"labels":[],"label_agreement":null},{"id":"W2085504823","doi":"10.5664/jcsm.2574","title":"Can gestational Hypertension Be modified By Treating nocturnal airflow Limitation?","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Nocturnal; Airflow; Sleep (system call); Gestational age; Gestational hypertension; Cardiology; Internal medicine; Gestation; Pregnancy","score_opus":0.10116343717115395,"score_gpt":0.40266968745396325,"score_spread":0.3015062502828093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085504823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9034268,0.00043943257,0.0015148332,0.09189318,0.0006702818,0.0003915678,0.000008028644,0.000019827512,0.0016360433],"genre_scores_gemma":[0.98732734,0.00018221026,0.0047995616,0.0045590927,0.0025493512,0.000008201273,0.000048916612,0.000039097464,0.0004862512],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99457467,0.00034638602,0.0024720218,0.00029630936,0.0018965831,0.00041403537],"domain_scores_gemma":[0.9920874,0.0030927856,0.0010723909,0.00027192777,0.0024441525,0.00103129],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023295505,0.00024662598,0.0011686146,0.00030061355,0.0001201518,0.000026103517,0.00023532426,0.00023225458,0.0012532626],"category_scores_gemma":[0.012295243,0.00015548369,0.00032753692,0.00034328699,0.0004863835,0.00027464805,0.00004753467,0.0014302501,0.00004303836],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025564232,0.0021934921,0.23805359,0.00017302576,0.001639297,0.00085198326,0.0008718578,0.00021618807,0.04314227,0.00048069088,0.12880133,0.5810199],"study_design_scores_gemma":[0.03012932,0.008269149,0.92268866,0.0006152365,0.0008839678,0.0019661724,0.0015168729,0.025471525,0.00076125195,0.0022916656,0.005032245,0.0003739215],"about_ca_topic_score_codex":0.00010432798,"about_ca_topic_score_gemma":0.000006632753,"teacher_disagreement_score":0.6846351,"about_ca_system_score_codex":0.00013991912,"about_ca_system_score_gemma":0.0001698782,"threshold_uncertainty_score":0.9996597},"labels":[],"label_agreement":null},{"id":"W2086078597","doi":"10.1016/j.cjca.2015.02.007","title":"Future of Sleep-Disordered Breathing Therapy Using a Mechanistic Approach","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Dilator; Sleep disordered breathing; Intensive care medicine; Breathing; Mechanism (biology); Continuous positive airway pressure; Pathophysiology; Positive airway pressure; Disease; Physical medicine and rehabilitation; Cardiology; Internal medicine; Obstructive sleep apnea; Anesthesia","score_opus":0.0998054223169187,"score_gpt":0.35575747173307404,"score_spread":0.25595204941615535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086078597","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006943484,0.99138516,0.004169489,0.000038395137,0.0010021513,0.0006274339,0.000088914654,0.000003864932,0.0026151575],"genre_scores_gemma":[0.002416206,0.99067724,0.0027696167,0.000021258575,0.0039296933,0.000008079734,0.000047311656,0.00010741385,0.000023206136],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970492,0.000751323,0.0009465269,0.00027749105,0.00040343244,0.00057202287],"domain_scores_gemma":[0.99654186,0.00010245344,0.0007756539,0.0004521792,0.001073711,0.0010541272],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012984165,0.00038188382,0.0040670056,0.0012668788,0.00007191853,0.000017950451,0.00044960796,0.0006912887,0.000028968536],"category_scores_gemma":[0.00027795456,0.0002856367,0.0010543222,0.00048945675,0.00026869716,0.00005551036,0.000029507604,0.0013589013,0.000003725355],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004926271,0.0000053613685,0.00005390081,0.0032032912,0.0022500972,0.0007613679,0.00016253167,0.000051320978,0.00000708512,0.00025087714,0.00030628146,0.99289864],"study_design_scores_gemma":[0.0010885303,0.00045817476,0.000012578383,0.0013782986,0.0015598629,0.0182538,0.00036477557,0.000046596186,8.7739573e-7,0.00017623676,0.976438,0.00022226831],"about_ca_topic_score_codex":0.0004110911,"about_ca_topic_score_gemma":0.000045178676,"teacher_disagreement_score":0.9926764,"about_ca_system_score_codex":0.0009099168,"about_ca_system_score_gemma":0.005907769,"threshold_uncertainty_score":0.9999596},"labels":[],"label_agreement":null},{"id":"W2086132389","doi":"10.1371/journal.pone.0019029","title":"Nocturnal Hypoxia and Loss of Kidney Function","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; Alberta Kidney Disease Network; Alberta Health Services; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale; Canadian Health Services Research Foundation","keywords":"Hypoxia (environmental); Nocturnal; Renal function; Medicine; Kidney disease; Internal medicine; Kidney; Obstructive sleep apnea; Odds ratio; Sleep apnea; Endocrinology; Chemistry; Oxygen","score_opus":0.07561211531895151,"score_gpt":0.2579680988190705,"score_spread":0.182355983500119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086132389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98950434,0.00008504358,0.0000930735,0.00026053537,0.000026382557,0.00017759058,0.000006510851,0.000017354521,0.009829193],"genre_scores_gemma":[0.9966915,0.000019005662,0.0026551804,0.00016486204,0.00008221995,0.000005542827,0.0000042311044,0.000011783915,0.00036564333],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99929285,0.000020238773,0.00011715848,0.000122145,0.00031591603,0.00013168997],"domain_scores_gemma":[0.9993828,0.000018279552,0.000037236267,0.00015291864,0.00015983416,0.0002489319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010028668,0.00005875858,0.00016343937,0.00008904351,0.00002145986,0.000002877697,0.0000355928,0.000045658544,0.0008466764],"category_scores_gemma":[0.00030777877,0.000049663373,0.000022220387,0.000094667856,0.00012309759,0.00005658397,0.000037291888,0.0001455633,0.00004190233],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010792541,0.0015983775,0.47113657,0.0004591933,0.0006814528,0.000028194681,0.00047424008,9.522668e-9,0.52000004,0.00065228675,0.00015174416,0.0037386692],"study_design_scores_gemma":[0.002032426,0.0009829354,0.65898854,0.00015285681,0.00037169905,0.00002482368,0.00009276412,0.00013130571,0.33623797,0.0008019953,0.00009635462,0.00008632561],"about_ca_topic_score_codex":0.000025175526,"about_ca_topic_score_gemma":0.0000011004017,"teacher_disagreement_score":0.187852,"about_ca_system_score_codex":0.000020260479,"about_ca_system_score_gemma":0.000027186166,"threshold_uncertainty_score":0.9270513},"labels":[],"label_agreement":null},{"id":"W2086323852","doi":"10.1007/s00408-008-9090-x","title":"Hypercoagulability: Another Potential Mechanism of Obstructive Sleep Apnea-Related Cardiovascular Disease?","year":2008,"lang":"en","type":"letter","venue":"Lung","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stornoway Diamond (Canada); University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Medicine; Mechanism (biology); Cardiology; Sleep (system call); Disease; Sleep apnea; Intensive care medicine; Internal medicine; Computer science","score_opus":0.01384650426386102,"score_gpt":0.2422327208686361,"score_spread":0.22838621660477507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086323852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4285393,0.05213505,0.033801045,0.41529706,0.014452992,0.025556853,0.0034773452,0.0019774593,0.024762888],"genre_scores_gemma":[0.93252385,0.00030734218,0.0024098016,0.05001649,0.006752761,0.00036736162,0.0018728886,0.0009819046,0.0047675804],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939867,0.00046154077,0.0007793883,0.001310541,0.0025435635,0.0009182526],"domain_scores_gemma":[0.99642193,0.000116332776,0.00024642033,0.0022804423,0.0006775274,0.00025733735],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031702835,0.00069930527,0.0017163617,0.00052984897,0.00014241254,0.000023164044,0.00047465376,0.0012601024,0.0009163965],"category_scores_gemma":[0.00025905788,0.00064964656,0.001923569,0.00054075645,0.0006880924,0.00013786383,0.00028567793,0.0027373307,0.00009564681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055895187,0.0028714358,0.024083233,0.02847473,0.22410497,0.13515936,0.0051760953,0.0013569035,0.031957936,0.0018799182,0.39384955,0.14549635],"study_design_scores_gemma":[0.043027207,0.002291075,0.092550464,0.0026641504,0.06840755,0.008552255,0.0010314666,0.08081532,0.02847767,0.015779566,0.6451922,0.011211082],"about_ca_topic_score_codex":0.00019220369,"about_ca_topic_score_gemma":5.1974155e-7,"teacher_disagreement_score":0.5039846,"about_ca_system_score_codex":0.000524924,"about_ca_system_score_gemma":0.00017810529,"threshold_uncertainty_score":0.9999969},"labels":[],"label_agreement":null},{"id":"W2086413866","doi":"10.1186/1465-9921-9-56","title":"Reliability of home CPAP titration with different automatic CPAP devices","year":2008,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research; ResMed","keywords":"Titration; Crossover study; Medicine; Continuous positive airway pressure; Reliability (semiconductor); Washout; Obstructive sleep apnea; Anesthesia; Internal medicine; Chemistry; Placebo; Physics","score_opus":0.09811201609509695,"score_gpt":0.37833811807685525,"score_spread":0.2802261019817583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086413866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940283,0.00032386975,0.00007627219,0.0002225507,0.0000353176,0.0011561948,0.000009091627,0.00007728005,0.004071156],"genre_scores_gemma":[0.99899685,0.00002014378,0.0003434047,0.000047647034,0.0001264472,0.000111320485,0.000008199245,0.000043541444,0.0003024294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994829,0.0007474806,0.00049279514,0.00053759257,0.00271259,0.0006805344],"domain_scores_gemma":[0.9964246,0.00057358417,0.00009884702,0.0009978605,0.0015363373,0.00036876425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017828798,0.00020236043,0.0005002617,0.0005805699,0.00028515907,0.000023873556,0.0003025763,0.00015295213,0.00056962954],"category_scores_gemma":[0.00080021995,0.00013995884,0.00009985539,0.0010396517,0.0011932126,0.0002108619,0.00015664544,0.00085748633,0.00012704085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090921955,0.00085030094,0.9041407,0.0013608357,0.00012674998,0.00022149297,0.0005172444,0.00001071332,0.08401004,0.00028887478,0.00037685776,0.007186952],"study_design_scores_gemma":[0.0017790055,0.0021615534,0.9456234,0.00014734903,0.000023440038,0.000042984964,0.00023673326,0.00085485255,0.047786985,0.00010184538,0.0010907927,0.00015104935],"about_ca_topic_score_codex":0.00006310162,"about_ca_topic_score_gemma":0.000047977515,"teacher_disagreement_score":0.041482694,"about_ca_system_score_codex":0.00040039865,"about_ca_system_score_gemma":0.00047166026,"threshold_uncertainty_score":0.6237044},"labels":[],"label_agreement":null},{"id":"W2086499835","doi":"10.1016/j.ijcha.2015.01.008","title":"The histology of human right atrial tissue in patients with high-risk Obstructive Sleep Apnea and underlying cardiovascular disease: A pilot study","year":2015,"lang":"en","type":"article","venue":"IJC Heart & Vasculature","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Kingston Health Sciences Centre; University of Ottawa; Queen's University","funders":"","keywords":"Medicine; Sirius Red; Atrial fibrillation; Obstructive sleep apnea; Cardiology; Internal medicine; Pathology; Hypoxia (environmental); Sleep apnea; Fibrosis","score_opus":0.02605789539853193,"score_gpt":0.29126652026172933,"score_spread":0.2652086248631974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086499835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923309,0.0045937053,0.000045852437,0.00014736233,0.00026292694,0.002523014,0.000022553984,0.0000330361,0.00004062499],"genre_scores_gemma":[0.9993773,0.000009117972,0.00028922415,0.00001188272,0.0001652432,0.000047293994,0.000027978396,0.00005157975,0.00002035904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963357,0.0007810888,0.00039335407,0.0006523551,0.0013380685,0.0004994458],"domain_scores_gemma":[0.9976884,0.00017016997,0.00011273703,0.001058676,0.00056627713,0.0004037334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009179278,0.00030135585,0.0008335095,0.00020548928,0.00026828158,0.000033704848,0.00018065599,0.00011828015,0.00001270139],"category_scores_gemma":[0.00042667356,0.00019431961,0.00018416965,0.0004681929,0.0004956139,0.00013622754,0.0001638495,0.00077947427,0.0000052658684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033931194,0.00068826217,0.98399025,0.000066198074,0.0026894207,0.00012393403,0.0009753481,0.00020489997,0.00010209268,0.00019345214,0.000027461734,0.0075455443],"study_design_scores_gemma":[0.01511525,0.004504589,0.9773594,0.000029847353,0.0009564345,0.000013442123,0.0004679444,0.000055584816,0.000030704156,0.0003690949,0.0008947898,0.00020291393],"about_ca_topic_score_codex":0.0012978277,"about_ca_topic_score_gemma":0.00028859312,"teacher_disagreement_score":0.011722131,"about_ca_system_score_codex":0.00027187512,"about_ca_system_score_gemma":0.000090053705,"threshold_uncertainty_score":0.7924124},"labels":[],"label_agreement":null},{"id":"W2086527416","doi":"10.1164/rccm.200308-1100oc","title":"Upper Airway Muscle Inflammation and Denervation Changes in Obstructive Sleep Apnea","year":2004,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":353,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Denervation; Inflammation; Pathology; Pharyngeal muscles; Internal medicine; Airway; Anesthesia","score_opus":0.018515641587095354,"score_gpt":0.3133356864998853,"score_spread":0.29482004491278996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086527416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885557,0.0024126836,0.0005937756,0.007966641,0.00010339184,0.00014564807,0.0000021850706,0.000007780483,0.00021213833],"genre_scores_gemma":[0.9978662,0.000055018198,0.0007957696,0.0007347831,0.0005233853,0.000006137374,0.0000018023923,0.000015463138,0.000001418029],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985313,0.00013720129,0.00039116901,0.00019599334,0.00050420366,0.0002401428],"domain_scores_gemma":[0.9985403,0.00025319288,0.00013061399,0.0001177806,0.00063569983,0.00032245935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004469703,0.00014485171,0.00045905818,0.00041778138,0.00006603876,0.000012365097,0.00005943489,0.000059049853,0.00003394856],"category_scores_gemma":[0.0014916109,0.000109753004,0.000034456712,0.00038248807,0.001359369,0.00019511866,0.0000334527,0.00043323525,9.435332e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005780692,0.00004736241,0.12474995,0.00024193747,0.000041001807,0.00040373617,0.0054625315,0.000008697002,0.041260555,0.0025702033,0.000003572203,0.8246324],"study_design_scores_gemma":[0.0062860083,0.012572774,0.91085875,0.0005946051,0.00021799366,0.00051859784,0.05250663,0.00003952514,0.013784489,0.0010973747,0.001284241,0.00023902331],"about_ca_topic_score_codex":0.00003993738,"about_ca_topic_score_gemma":0.000039249742,"teacher_disagreement_score":0.82439333,"about_ca_system_score_codex":0.00016034965,"about_ca_system_score_gemma":0.000057002526,"threshold_uncertainty_score":0.5008652},"labels":[],"label_agreement":null},{"id":"W2086800235","doi":"10.1007/s00424-011-1055-x","title":"Mechanisms of sleep-disordered breathing: causes and consequences","year":2011,"lang":"en","type":"review","venue":"Pflügers Archiv - European Journal of Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto General Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Hyperventilation; Dilator; Central sleep apnea; Pathophysiology; Apnea; Cardiology; Sleep apnea; Population; Continuous positive airway pressure; Hypoxia (environmental); Sleep (system call); Airway; Anesthesia; Internal medicine; Polysomnography","score_opus":0.06907295033232251,"score_gpt":0.3295060956245546,"score_spread":0.26043314529223205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086800235","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018863109,0.9938926,0.00045917984,0.00006189916,0.00032860006,0.0004991042,0.000050891478,0.000016039674,0.002805373],"genre_scores_gemma":[0.013831539,0.9823182,0.0034277095,0.000037939837,0.00019962515,0.0000026752664,0.000019164634,0.00010985096,0.00005325364],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953217,0.0021289052,0.0013763745,0.0004115935,0.00032019595,0.00044125583],"domain_scores_gemma":[0.9967886,0.00047683596,0.0016801048,0.00042998604,0.0002867421,0.00033771576],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010106523,0.00046462694,0.0027712139,0.0007014152,0.00007306869,0.000013384554,0.00054558093,0.00009601791,0.00018040357],"category_scores_gemma":[0.0004248657,0.0003209838,0.0006675701,0.0002225418,0.0013454768,0.000086882384,0.00030051693,0.0011687671,0.000031705324],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037463216,0.00024169585,0.000007874526,0.012895615,0.0022502886,0.0010576575,0.00079964014,5.4744925e-7,0.022718428,0.0021878765,0.000089462264,0.9573763],"study_design_scores_gemma":[0.011577114,0.024588654,0.004265279,0.05376154,0.016496925,0.043678764,0.002249464,0.000035831166,0.003457434,0.031345524,0.8054745,0.0030689528],"about_ca_topic_score_codex":0.00001267572,"about_ca_topic_score_gemma":6.115853e-7,"teacher_disagreement_score":0.9543073,"about_ca_system_score_codex":0.000043999305,"about_ca_system_score_gemma":0.00023795803,"threshold_uncertainty_score":0.99992424},"labels":[],"label_agreement":null},{"id":"W2086926485","doi":"10.1164/rccm.200605-629pp","title":"Sleep Apnea, Alertness, and Motor Vehicle Crashes","year":2007,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":224,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Alertness; Sleep apnea; Apnea; Population; Poison control; Sleep (system call); Excessive daytime sleepiness; Obstructive sleep apnea; Injury prevention; Intensive care medicine; Medical emergency; Physical therapy; Sleep disorder; Physical medicine and rehabilitation; Psychiatry; Anesthesia; Environmental health; Insomnia","score_opus":0.05380260556188391,"score_gpt":0.4007045818239707,"score_spread":0.34690197626208674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086926485","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040463223,0.99405384,0.0001850665,0.0005009592,0.00027332114,0.00035525218,0.000017663933,0.000015886912,0.00055168086],"genre_scores_gemma":[0.04226402,0.95323193,0.00040074426,0.0014659989,0.0024865658,0.000014172796,0.0000066915777,0.00010796817,0.000021935166],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963161,0.00043032097,0.0012159451,0.00044592563,0.0010462684,0.00054544606],"domain_scores_gemma":[0.9952728,0.0017325919,0.00042024424,0.0003466813,0.0010141513,0.0012134932],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011054768,0.000493533,0.0031888464,0.00071559876,0.00013306765,0.00002875131,0.00021933918,0.00022348645,0.00013255884],"category_scores_gemma":[0.0025525286,0.0003226819,0.0003161294,0.0005792679,0.004612264,0.00012355635,0.00011568867,0.0016025733,0.0000055760493],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001940755,0.00004592598,0.0011160921,0.009786803,0.0001915305,0.0014227943,0.00017215207,5.9753913e-9,0.000029828314,0.00013292069,0.00006417995,0.9868437],"study_design_scores_gemma":[0.0015597024,0.0133742215,0.0017481653,0.008088559,0.0032140887,0.0029802034,0.0045962124,0.000003512578,0.000011091177,0.000028428054,0.9640041,0.0003917029],"about_ca_topic_score_codex":0.000013549671,"about_ca_topic_score_gemma":0.0000017951152,"teacher_disagreement_score":0.986452,"about_ca_system_score_codex":0.0001572502,"about_ca_system_score_gemma":0.00019638629,"threshold_uncertainty_score":0.9999225},"labels":[],"label_agreement":null},{"id":"W2087043819","doi":"10.1007/s11325-003-0043-6","title":"Supine-Dependent Changes in Upper Airway Size in Awake Obstructive Sleep Apnea Patients","year":2003,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Supine position; Obstructive sleep apnea; Neurology; Airway; Anesthesia; Otorhinolaryngology; Sleep apnea; Apnea; Anesthesiology; Central sleep apnea; Cardiology; Polysomnography; Surgery","score_opus":0.011024161774002336,"score_gpt":0.25804723811483676,"score_spread":0.24702307634083442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087043819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99218535,0.000351802,0.000044583052,0.00046178594,0.00029881997,0.00077865494,0.000015795755,0.00004045484,0.005822743],"genre_scores_gemma":[0.99854046,0.00003546813,0.00080937584,0.00022415277,0.000079032216,0.00006464091,0.000015193826,0.000048887225,0.00018278105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99748147,0.0001993141,0.00037079147,0.0006375391,0.0005882913,0.00072257465],"domain_scores_gemma":[0.9989992,0.00022962851,0.000078225814,0.00031553433,0.00014219976,0.00023523491],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004966795,0.00030489074,0.00048468928,0.00043190797,0.000099291836,0.00004785392,0.00011966267,0.0002009622,0.00025525675],"category_scores_gemma":[0.0006907318,0.00027368564,0.00006633415,0.00048343447,0.00012765628,0.00023411486,0.00011831327,0.0006470705,0.000027082004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011389682,0.0003504293,0.92262274,0.00009949977,0.00006547082,0.00022075194,0.0028282066,0.0000079149295,0.0019530043,0.0003847638,0.0000039940696,0.07134931],"study_design_scores_gemma":[0.009374197,0.00035040884,0.97190815,0.00016625888,0.000062426145,0.00012564946,0.0031530526,0.00088863535,0.01255989,0.0005047869,0.0004348166,0.00047172897],"about_ca_topic_score_codex":0.00026539137,"about_ca_topic_score_gemma":0.00030953172,"teacher_disagreement_score":0.07087758,"about_ca_system_score_codex":0.00033388333,"about_ca_system_score_gemma":0.00002291245,"threshold_uncertainty_score":0.9999715},"labels":[],"label_agreement":null},{"id":"W2087750986","doi":"10.1016/j.sleep.2009.08.015","title":"Initial use of portable monitoring versus polysomnography to confirm obstructive sleep apnea in symptomatic patients: An economic decision model","year":2010,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Vancouver Coastal Health; Health Canada","funders":"","keywords":"Polysomnography; Obstructive sleep apnea; Medicine; Sleep apnea; Apnea; Intensive care medicine; Emergency medicine; Pediatrics; Cardiology; Internal medicine","score_opus":0.03749687632830437,"score_gpt":0.3419333551537941,"score_spread":0.30443647882548974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087750986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99418473,0.000035249966,0.0011980484,0.00014713871,0.0024936409,0.0012047043,0.000051548806,0.00006171368,0.0006232438],"genre_scores_gemma":[0.99163324,0.000006786229,0.00756947,0.00006523586,0.0004900393,0.000072062096,0.00007698848,0.000075370204,0.000010810835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965333,0.00007510224,0.0010343414,0.0007114246,0.00093785673,0.0007080289],"domain_scores_gemma":[0.9970063,0.0005347656,0.00025410592,0.0009927755,0.00047566122,0.0007364038],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049729715,0.00039233887,0.00090057973,0.0014215562,0.000086070024,0.00002464557,0.0003535799,0.00024307496,0.0002807615],"category_scores_gemma":[0.0012546374,0.00034868796,0.00012403364,0.00068961375,0.0004278663,0.0006257444,0.00016589079,0.00075722625,0.000032123575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0075523853,0.0009958404,0.77682287,0.00016253474,0.000402405,0.00007672664,0.0029855005,0.0034717263,0.03748947,0.000820105,0.000054974716,0.16916549],"study_design_scores_gemma":[0.032912575,0.0053414367,0.7981714,0.0005286237,0.00046036337,0.000026993737,0.0024297903,0.13342161,0.025042975,0.0007335037,0.00013435485,0.0007963903],"about_ca_topic_score_codex":0.0007212819,"about_ca_topic_score_gemma":0.00023305372,"teacher_disagreement_score":0.1683691,"about_ca_system_score_codex":0.00026591335,"about_ca_system_score_gemma":0.00007752309,"threshold_uncertainty_score":0.9998965},"labels":[],"label_agreement":null},{"id":"W2088158307","doi":"10.1016/j.aodf.2009.04.013","title":"Surgical Management of Obstructive Sleep Apnea: Changing the Upper Airway","year":2009,"lang":"en","type":"article","venue":"Alpha Omegan","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Airway; Sleep apnea; Respiratory disturbance index; Anesthesia; Continuous positive airway pressure; Cohort; Apnea; Dentistry; Internal medicine; Polysomnography","score_opus":0.01435464691265317,"score_gpt":0.2894864065618494,"score_spread":0.27513175964919623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088158307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9405875,0.0005036501,0.00029440556,0.0037586233,0.0001847852,0.0007687982,0.0000063562,0.000062976964,0.05383289],"genre_scores_gemma":[0.9974108,0.000025906842,0.00070349325,0.00016782791,0.00019955926,0.000020432748,0.000010185896,0.000022564594,0.001439242],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981223,0.000069478534,0.00027573213,0.0003266975,0.0006603172,0.00054551475],"domain_scores_gemma":[0.9990018,0.00009532135,0.00007767415,0.0005410965,0.00014000623,0.00014407917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036188177,0.00018273278,0.00031048895,0.00023745107,0.00013068563,0.000016639675,0.00025204598,0.00007324111,0.00026600325],"category_scores_gemma":[0.00002596937,0.00012239374,0.00016814486,0.00075812184,0.00020574605,0.00009623948,0.0001260076,0.00029175117,0.000080341735],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010759103,0.0007811259,0.019915538,0.00029349438,0.0015218259,0.0014122952,0.0037199478,0.000024445646,0.005514468,0.10949994,0.0002575272,0.8559835],"study_design_scores_gemma":[0.012853426,0.0021940272,0.8377148,0.00034236864,0.00089272985,0.0009118935,0.017065432,0.0042557786,0.09413775,0.004057264,0.02461685,0.0009576809],"about_ca_topic_score_codex":0.000005791455,"about_ca_topic_score_gemma":5.589617e-7,"teacher_disagreement_score":0.8550258,"about_ca_system_score_codex":0.00009481755,"about_ca_system_score_gemma":0.000009696976,"threshold_uncertainty_score":0.4991072},"labels":[],"label_agreement":null},{"id":"W2088245374","doi":"10.1007/s11325-005-0042-x","title":"Nasal pressure recordings to detect obstructive sleep apnea","year":2006,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Michael Smith Health Research BC","keywords":"Medicine; Polysomnography; Respiratory disturbance index; Obstructive sleep apnea; Nasal cannula; Apnea; Sleep apnea; Anesthesia; Hypopnea; Receiver operating characteristic; Ambulatory; Apnea–hypopnea index; Neurology; Cardiology; Internal medicine; Cannula; Surgery","score_opus":0.010387597448301502,"score_gpt":0.2606336067951915,"score_spread":0.25024600934689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088245374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97758347,0.0007332725,0.005928608,0.0009799759,0.00037703358,0.00081620476,0.0000264772,0.0001981714,0.013356762],"genre_scores_gemma":[0.9881395,0.0000036823071,0.010278922,0.00022542577,0.00060618564,0.00004275649,0.000014955915,0.000056240417,0.00063229474],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978742,0.00006590788,0.00030361483,0.0006318953,0.00050877593,0.00061561],"domain_scores_gemma":[0.99893624,0.00012363793,0.00007072858,0.00034409238,0.0002086012,0.0003167095],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029600674,0.00028007905,0.00040311614,0.00027777557,0.00026253,0.00010467206,0.0001447228,0.00016761154,0.00012631863],"category_scores_gemma":[0.00017931452,0.00024844782,0.00011260443,0.00039850848,0.000124219,0.00023818164,0.00019749886,0.00046423706,0.0000615597],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008643315,0.00012622007,0.06869346,0.00027626625,0.0005159785,0.0004320722,0.0015329947,0.000052097286,0.07586751,0.0011571636,0.0004206412,0.8500613],"study_design_scores_gemma":[0.012743898,0.002600999,0.7549645,0.0004759022,0.0016915469,0.0035061873,0.0031076393,0.018706378,0.14411373,0.010093726,0.04555628,0.002439248],"about_ca_topic_score_codex":0.00059692294,"about_ca_topic_score_gemma":0.000028997518,"teacher_disagreement_score":0.84762204,"about_ca_system_score_codex":0.00010110693,"about_ca_system_score_gemma":0.000014857038,"threshold_uncertainty_score":0.9999968},"labels":[],"label_agreement":null},{"id":"W2088332293","doi":"10.1378/chest.123.5.1544","title":"Gender Differences in Sleep Apnea","year":2003,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Polysomnography; Body mass index; Obesity; Obstructive sleep apnea; Sleep apnea; Apnea; Internal medicine; Apnea–hypopnea index; Physical therapy","score_opus":0.059805334606218036,"score_gpt":0.31411488452202824,"score_spread":0.25430954991581023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088332293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9730088,0.00054618163,0.001447704,0.00039044072,0.00025874033,0.00011178056,5.848918e-7,0.000011216896,0.024224514],"genre_scores_gemma":[0.9976098,0.000031673102,0.0018522722,0.00008980969,0.00018320889,0.0000039270394,6.3041176e-7,0.000015182979,0.00021352267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987472,0.00010708091,0.00022885531,0.0001471764,0.00040520015,0.00036446715],"domain_scores_gemma":[0.99938154,0.000060317594,0.00005200012,0.00014326957,0.00010370858,0.00025913777],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044674746,0.00010593525,0.00021344417,0.00021634744,0.000073190924,0.00004294825,0.00010046674,0.00007091942,0.0011794642],"category_scores_gemma":[0.0004207099,0.00008002535,0.00007075039,0.00024441682,0.00009212377,0.00009363682,0.00001883204,0.0007120748,0.0000955779],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000573126,0.00020073292,0.976528,0.000055075012,0.000067843685,0.0005371548,0.0005579038,0.000001482535,0.0056765843,0.00083860534,0.00008660394,0.0153927095],"study_design_scores_gemma":[0.0022463435,0.00013598482,0.98475456,0.000021718268,0.00002462869,0.0018532695,0.0009937503,0.00027826673,0.0052635297,0.0015997767,0.0027020357,0.00012614315],"about_ca_topic_score_codex":0.0000023529303,"about_ca_topic_score_gemma":0.0000022714,"teacher_disagreement_score":0.024600936,"about_ca_system_score_codex":0.0001396943,"about_ca_system_score_gemma":0.00006750061,"threshold_uncertainty_score":0.99973357},"labels":[],"label_agreement":null},{"id":"W2088364429","doi":"10.5664/jcsm.4466","title":"Obstructive Sleep Apnea and Psychiatric Disorders: A Systematic Review","year":2015,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":363,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Psychiatry; Sleep (system call); Sleep apnea; Sleep disorder; Sleep apnea syndromes; Polysomnography; Intensive care medicine; Apnea; Insomnia; Anesthesia","score_opus":0.10617104865620161,"score_gpt":0.47375976411297127,"score_spread":0.36758871545676963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088364429","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001064091,0.9886003,0.00021510842,0.0024571952,0.0025252705,0.004640718,0.000016330081,0.000029115628,0.0015053118],"genre_scores_gemma":[0.000033465443,0.99375874,0.00096600014,0.00068595045,0.004156264,0.00007431414,0.000027626722,0.00015067932,0.00014695081],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98265475,0.0026187487,0.010236019,0.00080567354,0.0029955746,0.0006892477],"domain_scores_gemma":[0.98245275,0.004424792,0.007853348,0.0012194125,0.0019967582,0.002052915],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.014383314,0.0010108082,0.019262917,0.0010206144,0.00009096659,0.000028753182,0.0008881034,0.0008903482,0.0002563896],"category_scores_gemma":[0.034810603,0.00055076997,0.002348983,0.0016336493,0.0010499558,0.0002275641,0.00027582844,0.0045365146,0.00009289549],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010047793,0.00021581151,0.00009441635,0.5080942,0.0018638081,0.00018500282,0.000025096395,2.1766724e-8,1.4201535e-8,0.00003449384,0.0011650324,0.48822162],"study_design_scores_gemma":[0.0046048034,0.0041732593,0.000100221194,0.5980422,0.051148262,0.0048443964,0.00014088894,0.00002515201,1.13997505e-8,0.00037829974,0.33609813,0.0004443513],"about_ca_topic_score_codex":0.00000632205,"about_ca_topic_score_gemma":0.000002534059,"teacher_disagreement_score":0.48777726,"about_ca_system_score_codex":0.00032913624,"about_ca_system_score_gemma":0.00058549753,"threshold_uncertainty_score":0.9996944},"labels":[],"label_agreement":null},{"id":"W2088720904","doi":"10.1016/j.sleep.2009.06.003","title":"Persistent sleep apnea is common and needs to be found","year":2009,"lang":"en","type":"editorial","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; McGill University; Canadian Sleep & Circadian Network","funders":"","keywords":"Sleep apnea; Medicine; Apnea; Sleep (system call); Internal medicine; Computer science","score_opus":0.023938845548712114,"score_gpt":0.32250091484992655,"score_spread":0.29856206930121443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088720904","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018502232,0.009527035,0.00021625683,0.06793206,0.86360997,0.004372266,0.00038452214,0.0003722812,0.035083376],"genre_scores_gemma":[0.03566004,0.00040673988,0.00048221694,0.00737554,0.9453284,0.00013495584,0.0014581318,0.00030188687,0.008852103],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99207246,0.00018165649,0.001034813,0.0012839349,0.004119179,0.0013079568],"domain_scores_gemma":[0.9944295,0.0009106379,0.00029047937,0.0015601107,0.0010678127,0.0017414453],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0011623338,0.0010223713,0.0022665567,0.0016308944,0.00027137576,0.00007090576,0.0006236353,0.0013184029,0.0012183293],"category_scores_gemma":[0.0023250815,0.0008363965,0.00037465262,0.0012129486,0.0007748182,0.00012214755,0.000424216,0.002725104,0.00018738366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097438623,0.00021037835,0.0003967542,0.00054972037,0.0008318515,0.00031756156,0.0029567406,0.0000012568036,0.00036614467,0.000053108684,0.92079127,0.07255085],"study_design_scores_gemma":[0.006953574,0.006453189,0.0008026793,0.00058286055,0.0018164262,0.00010683306,0.0021701464,0.0003921131,0.0000972995,0.000078445286,0.97984153,0.00070487463],"about_ca_topic_score_codex":0.0004178402,"about_ca_topic_score_gemma":0.00005375442,"teacher_disagreement_score":0.08171842,"about_ca_system_score_codex":0.00081961544,"about_ca_system_score_gemma":0.00013320529,"threshold_uncertainty_score":0.99997807},"labels":[],"label_agreement":null},{"id":"W2089385979","doi":"10.1378/chest.127.2.536","title":"Periodicity of Obstructive Sleep Apnea in Patients With and Without Heart Failure","year":2005,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Medicine; Hyperpnea; Heart failure; Apnea; Cardiology; Polysomnography; Central sleep apnea; Obstructive sleep apnea; Internal medicine; Sleep apnea; Anesthesia; Respiratory system","score_opus":0.010344119107800722,"score_gpt":0.2618699283996106,"score_spread":0.2515258092918099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089385979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983297,0.00009792707,0.00012699947,0.0009491514,0.000030538788,0.0002382891,0.000004770884,0.0000069003736,0.00021572974],"genre_scores_gemma":[0.9899462,0.000002717038,0.009822235,0.000053614916,0.00013493089,0.0000030516799,0.0000020670748,0.000019575136,0.000015641586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987202,0.000054868804,0.00026660555,0.00018148194,0.0004939427,0.000282886],"domain_scores_gemma":[0.9991522,0.000026492646,0.00011283611,0.0001484169,0.00032113533,0.00023892483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002073937,0.00013716788,0.00033998463,0.00021031639,0.00007363115,0.000026374364,0.00007314603,0.00007331694,0.00012192204],"category_scores_gemma":[0.000121608304,0.00010006929,0.00004200539,0.000202247,0.00031166704,0.00022353888,0.000042322357,0.00063104846,0.000005606919],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057930435,0.0001796957,0.9864534,0.000052359235,0.000062933905,0.000006260044,0.00069062965,0.000007783346,0.0010988882,0.000012040921,0.000016801067,0.01083992],"study_design_scores_gemma":[0.0053945314,0.00051449967,0.98918676,0.0000707813,0.000034083656,0.00020500847,0.0005021188,0.00015552693,0.0032058442,0.000022636876,0.0006118694,0.000096313604],"about_ca_topic_score_codex":0.000008447391,"about_ca_topic_score_gemma":0.000021901718,"teacher_disagreement_score":0.010743606,"about_ca_system_score_codex":0.00015593835,"about_ca_system_score_gemma":0.0000509988,"threshold_uncertainty_score":0.4080707},"labels":[],"label_agreement":null},{"id":"W2089400706","doi":"10.4236/jbise.2012.55031","title":"Snoring sounds’ statistical characteristics depend on anthropometric parameters","year":2012,"lang":"en","type":"article","venue":"Journal of Biomedical Science and Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Riverview Hospital; University of Manitoba","funders":"","keywords":"Obstructive sleep apnea; Anthropometry; Medicine; Body mass index; Kurtosis; Polysomnography; Formant; Audiology; Skewness; Apnea; Statistics; Mathematics; Internal medicine; Speech recognition; Computer science","score_opus":0.023720343222866664,"score_gpt":0.31250547511980614,"score_spread":0.2887851318969395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089400706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98580086,0.00010544639,0.013041086,0.00026752288,0.00065165805,0.000050423125,0.0000030425635,0.000008109382,0.00007182714],"genre_scores_gemma":[0.98932666,0.00005332694,0.010225416,0.000035467587,0.0003477345,6.350945e-7,4.7532768e-7,0.000007625716,0.0000026737325],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978308,0.000009418773,0.00027413396,0.00010422725,0.0013200673,0.00046136277],"domain_scores_gemma":[0.9985301,0.0002715844,0.00006764068,0.00008121783,0.00015244179,0.00089703273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013863766,0.000087869405,0.0002220144,0.00077753834,0.00007632515,0.000044338794,0.000115536444,0.000045979985,0.000044912307],"category_scores_gemma":[0.003665478,0.000061831095,0.000030426287,0.0010213692,0.0004214671,0.00025514,0.000053330266,0.00037163787,0.000007650636],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002771286,0.0010991334,0.07465187,0.0003656715,0.00018237982,0.0005981297,0.0006462801,0.000020824084,0.28085917,0.00183472,0.00019202528,0.6392727],"study_design_scores_gemma":[0.0017122154,0.0027521122,0.963302,0.00026336202,0.00010780755,0.0023709217,0.00037048841,0.014347378,0.009532665,0.000037355447,0.004905418,0.00029824133],"about_ca_topic_score_codex":0.0000027580181,"about_ca_topic_score_gemma":2.6542779e-8,"teacher_disagreement_score":0.8886502,"about_ca_system_score_codex":0.00019834739,"about_ca_system_score_gemma":0.00006845323,"threshold_uncertainty_score":0.43881842},"labels":[],"label_agreement":null},{"id":"W2089607263","doi":"10.1016/j.sleep.2008.03.011","title":"Efficacy of two mandibular advancement appliances in the management of snoring and mild-moderate sleep apnea: A cross-over randomized study","year":2008,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre de Santé et de Services Sociaux de Chicoutimi; Université de Montréal","funders":"Ministère des Transports","keywords":"Respiratory disturbance index; Medicine; Obstructive sleep apnea; Sleep apnea; Silencer; Anesthesia; Sleep (system call); Apnea; Polysomnography; Continuous positive airway pressure; Morning; Physical therapy; Internal medicine","score_opus":0.03239184875791971,"score_gpt":0.36457613698563474,"score_spread":0.332184288227715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089607263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882009,0.0032663995,0.0017026257,0.0004456506,0.00014280708,0.0046194377,0.0000031897162,0.000016349715,0.0016026362],"genre_scores_gemma":[0.9980097,0.00055295305,0.00081759784,0.00008380549,0.00012897319,0.000281465,0.000010038382,0.000025610476,0.00008986661],"study_design_codex":"observational","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9965577,0.0002811462,0.00095308636,0.00048283287,0.0013134718,0.0004117315],"domain_scores_gemma":[0.9983941,0.0004552347,0.0002637193,0.0006105581,0.00015982213,0.00011657478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022070878,0.00028292148,0.001240257,0.00029613334,0.00010923372,0.0000067852116,0.00026809538,0.00004461228,0.00012666092],"category_scores_gemma":[0.00013209143,0.00017130713,0.00010218225,0.0005948292,0.0011449653,0.0000931883,0.00016230358,0.00029971523,0.0000033767817],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.26635778,0.006764599,0.59985363,0.003360989,0.005450558,0.0022764585,0.03279062,0.0012043333,0.004467309,0.004401621,0.00004978812,0.0730223],"study_design_scores_gemma":[0.63364136,0.0014392986,0.3517594,0.00047999166,0.00085455005,0.000054751064,0.0048763934,0.004535462,0.0017510855,0.00025859277,0.00011580684,0.00023328283],"about_ca_topic_score_codex":0.00018732775,"about_ca_topic_score_gemma":0.0000135097935,"teacher_disagreement_score":0.3672836,"about_ca_system_score_codex":0.000067257155,"about_ca_system_score_gemma":0.000010910961,"threshold_uncertainty_score":0.6985702},"labels":[],"label_agreement":null},{"id":"W2089884582","doi":"10.1016/j.jcjd.2014.07.105","title":"Does a STOP-BANG Score of 3 or More Predict Obstructive Sleep Apnea Requiring Treatment in Pre-Bariatric Surgery Patients?","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Sudbury","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Apnea; Surgery; Sleep (system call); Anesthesia","score_opus":0.016080150389655674,"score_gpt":0.2506763708361004,"score_spread":0.2345962204464447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089884582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981774,0.00032690016,0.000020254249,0.00031874937,0.0005390108,0.00044977982,0.00006356851,0.0000062821714,0.00009806746],"genre_scores_gemma":[0.9992727,0.0000066617695,0.00025951848,0.000041117848,0.00030613207,0.000015876312,0.000013356781,0.000040121846,0.000044531444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767494,0.00017959197,0.00077525544,0.00024527867,0.00046258618,0.00066234363],"domain_scores_gemma":[0.9971963,0.00063126854,0.00043656936,0.00030460578,0.0005652526,0.00086597406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005106037,0.00023932077,0.0008158721,0.0014284747,0.00007346939,0.000030956595,0.00019465819,0.0001267249,0.0001391063],"category_scores_gemma":[0.0020299267,0.00014399819,0.00023889463,0.0006135032,0.0002686562,0.00026309513,0.000021679693,0.00032527946,0.0000022905526],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009795879,0.00009285674,0.94223166,0.00016177508,0.00021167743,0.00004989064,0.0011542112,0.000055784014,0.00026159632,0.000013129694,0.000031290616,0.055638153],"study_design_scores_gemma":[0.0024172165,0.001081506,0.99097055,0.0003430701,0.00016277033,0.0000054103225,0.00040828588,0.000514195,0.0036591017,0.00010730584,0.00017615051,0.00015444524],"about_ca_topic_score_codex":0.001254082,"about_ca_topic_score_gemma":0.0040212953,"teacher_disagreement_score":0.055483706,"about_ca_system_score_codex":0.0009422815,"about_ca_system_score_gemma":0.00084375136,"threshold_uncertainty_score":0.58720756},"labels":[],"label_agreement":null},{"id":"W2090090926","doi":"10.3329/updcj.v3i1.17976","title":"Obstructive Sleep Apnea- Dentists has the major role to play.","year":2014,"lang":"en","type":"article","venue":"Update Dental College Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Dentistry; Orthodontics; Internal medicine","score_opus":0.012144547432422497,"score_gpt":0.27196691356301733,"score_spread":0.25982236613059484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090090926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848911,0.00022016124,0.002129167,0.0047789337,0.001322853,0.0008396515,0.00009469277,0.000048491107,0.0056749512],"genre_scores_gemma":[0.9945904,0.000005082648,0.0019325879,0.0011689926,0.0011634617,0.000031139665,0.000016579128,0.00006635593,0.0010254147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966656,0.00029616465,0.0005194661,0.00040820523,0.0013273727,0.0007832103],"domain_scores_gemma":[0.9980018,0.00014236584,0.00018275804,0.0005075968,0.00037287263,0.00079260295],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008336575,0.000308157,0.0004329146,0.00036618556,0.0009775981,0.00032170748,0.000621505,0.00012661658,0.0013528321],"category_scores_gemma":[0.0003678975,0.0002163201,0.000260224,0.0006461417,0.00029800172,0.00029407477,0.00036061998,0.0010644033,0.0014893806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013815427,0.0026625395,0.48556122,0.00025147377,0.0071568885,0.009441937,0.0067207674,0.0002841014,0.18026626,0.036931593,0.11669207,0.14021571],"study_design_scores_gemma":[0.01607893,0.0022573029,0.69793427,0.00016919585,0.00087943167,0.052645992,0.012304408,0.010335464,0.05154885,0.0060938178,0.14847174,0.0012805674],"about_ca_topic_score_codex":0.000027703303,"about_ca_topic_score_gemma":0.00011137233,"teacher_disagreement_score":0.2123731,"about_ca_system_score_codex":0.00048998604,"about_ca_system_score_gemma":0.00007850967,"threshold_uncertainty_score":0.99956006},"labels":[],"label_agreement":null},{"id":"W2090508358","doi":"10.1016/j.ajodo.2007.11.027","title":"Editor's Summary, Q &amp; A, Reviewer's Critique","year":2009,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Masticatory force; Bite force quotient; Obstructive sleep apnea; Orthodontics; Molar; Dentistry; Oral appliance; Physical therapy","score_opus":0.016889779805683434,"score_gpt":0.34150224972217375,"score_spread":0.3246124699164903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090508358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96530414,0.0050405995,0.018558573,0.005164557,0.003499116,0.00041867394,0.000020918991,0.000034812496,0.0019586042],"genre_scores_gemma":[0.9165575,0.01658249,0.046350576,0.003658384,0.016087716,0.000003239485,0.000018268844,0.00007101895,0.00067082996],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973289,0.00018054768,0.000808008,0.00024023624,0.0010197825,0.00042255683],"domain_scores_gemma":[0.99674994,0.00013227413,0.00054229004,0.00028307686,0.0015813995,0.0007110164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001189895,0.0002431562,0.0008788764,0.00031446342,0.0001102302,0.00007300099,0.00016398955,0.00008824496,0.000043146796],"category_scores_gemma":[0.0017354449,0.00019913373,0.00029924835,0.00051028474,0.00043600384,0.00021252112,0.00005820295,0.000719909,0.000007845345],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006079442,0.00026973296,0.4570509,0.00006195328,0.0001874315,0.00045601578,0.00025120087,0.0000019092722,0.0007342841,0.0004624547,0.009815256,0.53010094],"study_design_scores_gemma":[0.0024870394,0.0053306925,0.23716898,0.00040259282,0.00067108223,0.0019927192,0.00045967856,0.000044005155,0.00014425674,0.00026312465,0.7505487,0.00048709862],"about_ca_topic_score_codex":0.000024896846,"about_ca_topic_score_gemma":0.0000148941435,"teacher_disagreement_score":0.74073344,"about_ca_system_score_codex":0.00007605921,"about_ca_system_score_gemma":0.00019287062,"threshold_uncertainty_score":0.81204385},"labels":[],"label_agreement":null},{"id":"W2090515569","doi":"10.2310/7070.2003.40315","title":"Genioglossus Muscle Advancement with the Genioglossus Bone Advancement Technique for Base of Tongue Obstruction","year":2003,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Genioglossus; Polysomnography; Tongue; Airway obstruction; Obstructive sleep apnea; Sleep apnea; Surgery; Anesthesia; Airway; Apnea","score_opus":0.016865209390269503,"score_gpt":0.2903502460703278,"score_spread":0.2734850366800583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090515569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8606493,0.001763065,0.13144091,0.0032326549,0.00028411,0.0022533885,0.00001188607,0.000009765579,0.00035491033],"genre_scores_gemma":[0.9779112,0.00022585598,0.02124083,0.00018761236,0.00016047577,0.00011305046,0.0000034067923,0.00003704097,0.00012052642],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978797,0.00036336627,0.00062299625,0.0001732395,0.000550562,0.00041016887],"domain_scores_gemma":[0.9974892,0.00037339077,0.000661347,0.00050919177,0.0008430488,0.00012379873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001694583,0.00020210759,0.00049588206,0.00019429612,0.00016781247,0.0000069288963,0.00027352717,0.000091470145,0.00016350338],"category_scores_gemma":[0.00030792892,0.00010461136,0.00017011547,0.00032690878,0.00044785783,0.00012323572,0.00005172929,0.00046276656,0.0000028624625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059672548,0.00051214464,0.0037378687,0.00024360408,0.00072320766,0.0001508151,0.0005996957,0.00042501563,0.97111034,0.0044348966,0.00018471353,0.011910457],"study_design_scores_gemma":[0.01208818,0.011490439,0.024646167,0.00016298125,0.0011754415,0.014170224,0.0026155391,0.00016457892,0.8873551,0.0016751677,0.04410942,0.0003467425],"about_ca_topic_score_codex":0.000013466095,"about_ca_topic_score_gemma":0.000013682856,"teacher_disagreement_score":0.11726189,"about_ca_system_score_codex":0.00020244476,"about_ca_system_score_gemma":0.00015222999,"threshold_uncertainty_score":0.42659277},"labels":[],"label_agreement":null},{"id":"W2090687825","doi":"10.1016/j.cjca.2015.04.017","title":"Heart Failure and Sleep Apnea","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto Sleep Institute; Toronto Rehabilitation Institute; Toronto General Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Heart failure; Continuous positive airway pressure; Obstructive sleep apnea; Central sleep apnea; Afterload; Sleep apnea; Preload; Cardiology; Apnea; Positive airway pressure; Population; Internal medicine; Intermittent hypoxia; Blood pressure; Polysomnography; Hemodynamics","score_opus":0.04903585308634323,"score_gpt":0.337677840897331,"score_spread":0.28864198781098777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090687825","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019125022,0.9954401,0.00008673627,0.0006701624,0.00063676125,0.0003406273,0.000053769494,0.0000035427854,0.0027491623],"genre_scores_gemma":[0.0013218523,0.9938822,0.0005474762,0.000096255535,0.003918068,0.000009412659,0.000030840456,0.00008379827,0.00011010177],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979838,0.0004328411,0.00058652187,0.0002296248,0.00024400267,0.0005231997],"domain_scores_gemma":[0.9965692,0.00012794715,0.0002455414,0.00031287054,0.00064606266,0.0020983666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090141577,0.00028219997,0.003088684,0.0009491559,0.000057011184,0.000026951802,0.00021781815,0.0005383129,0.000044804732],"category_scores_gemma":[0.0005831493,0.00021377172,0.00058371056,0.00024979157,0.00042126505,0.000053752443,0.000032930373,0.001335073,0.00005447788],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010793394,8.437623e-7,0.0006200264,0.0020459548,0.0012257302,0.0015883964,0.000022264667,0.0000019002368,4.0154143e-7,0.00006663219,0.03150296,0.9629141],"study_design_scores_gemma":[0.00042820183,0.00032522186,0.00008996884,0.0007433385,0.0012856884,0.030756475,0.000044026783,9.800845e-7,1.3825472e-7,0.000042037766,0.966139,0.0001448754],"about_ca_topic_score_codex":0.00013272748,"about_ca_topic_score_gemma":0.000259055,"teacher_disagreement_score":0.9627692,"about_ca_system_score_codex":0.00054307515,"about_ca_system_score_gemma":0.003290671,"threshold_uncertainty_score":0.8717358},"labels":[],"label_agreement":null},{"id":"W2090880678","doi":"10.1016/j.smrv.2005.07.002","title":"Continuous positive airway pressure for children: A discussion on how to maximize compliance","year":2006,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Continuous positive airway pressure; Medicine; Compliance (psychology); Intensive care medicine; Sleep disordered breathing; Breathing; Patient compliance; Airway; Population; Positive pressure; Pediatrics; Anesthesia; Obstructive sleep apnea; Emergency medicine; Psychology","score_opus":0.07726042054321947,"score_gpt":0.3920185804627107,"score_spread":0.31475815991949124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090880678","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.935261e-7,0.95703137,0.0029708028,0.0064330394,0.0007320011,0.029971203,0.0006025715,0.00011042651,0.0021478143],"genre_scores_gemma":[0.0000062601152,0.97748643,0.0020203055,0.0007987259,0.0034570117,0.0034112714,0.0023652872,0.0002995669,0.01015516],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99278134,0.00086151314,0.0018525809,0.0019272252,0.0013305089,0.0012468573],"domain_scores_gemma":[0.9948912,0.0006005907,0.0011552027,0.0019633563,0.00049929897,0.000890324],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0016825978,0.0015435327,0.009134971,0.00076314335,0.00023229027,0.00005228584,0.00084378105,0.0005751238,0.00026853304],"category_scores_gemma":[0.0026814416,0.0007682536,0.0017035883,0.0011882011,0.00036192586,0.00009405221,0.00025175035,0.0014571821,0.00049852167],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015306106,0.00023866877,0.000016932832,0.034968276,0.0005879042,0.000034394336,0.00004684494,2.477446e-7,0.0000060812135,0.00009206519,0.06711717,0.89673835],"study_design_scores_gemma":[0.0024495784,0.0023235395,0.000115401075,0.11491139,0.005670021,0.00020681489,0.000014761932,0.000009064758,0.0000074357113,0.000012110374,0.87360793,0.0006719276],"about_ca_topic_score_codex":0.000028939163,"about_ca_topic_score_gemma":0.0000063951893,"teacher_disagreement_score":0.8960664,"about_ca_system_score_codex":0.00047126686,"about_ca_system_score_gemma":0.00011659516,"threshold_uncertainty_score":0.9997313},"labels":[],"label_agreement":null},{"id":"W2090953030","doi":"10.1164/rccm.200310-1446oc","title":"Remotely Controlled Mandibular Positioner Predicts Efficacy of Oral Appliances in Sleep Apnea","year":2004,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Respiratory disturbance index; Positive pressure; Sleep apnea; Anesthesia; Airway; Apnea; Oral appliance; Positive airway pressure; Respiratory system; Predictive value; Internal medicine; Polysomnography","score_opus":0.018948472184385258,"score_gpt":0.33431052792960314,"score_spread":0.31536205574521786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090953030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98744243,0.0061573246,0.0017496351,0.0035027894,0.00012874568,0.0003554153,0.000005487603,0.00000921052,0.0006489844],"genre_scores_gemma":[0.9976042,0.00003836945,0.0011125939,0.00091103726,0.00030506952,0.000005061257,0.0000020905961,0.000019323421,0.0000022909223],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99746156,0.00022614855,0.0008695819,0.00023090129,0.00087785325,0.000333986],"domain_scores_gemma":[0.99780285,0.00048338156,0.00024186945,0.00019790292,0.0008052873,0.00046871966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006887688,0.00019360303,0.0012302726,0.0004344352,0.00005407982,0.000008202371,0.00013566241,0.00007110509,0.000064100015],"category_scores_gemma":[0.001998278,0.00013348844,0.00013392733,0.0005032444,0.0024246124,0.000116220785,0.0000339258,0.0005854565,0.0000017455055],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.054258995,0.0019278465,0.17240891,0.0017892893,0.0009567695,0.008566778,0.0077541308,0.00018929754,0.09866068,0.007852907,0.00009133919,0.64554304],"study_design_scores_gemma":[0.205774,0.10845538,0.6018421,0.0042263763,0.0025612684,0.0028709553,0.048689,0.00019923587,0.019848377,0.002028172,0.0026191038,0.0008860047],"about_ca_topic_score_codex":0.000041603842,"about_ca_topic_score_gemma":0.0000049632404,"teacher_disagreement_score":0.6446571,"about_ca_system_score_codex":0.00012464382,"about_ca_system_score_gemma":0.00012243693,"threshold_uncertainty_score":0.8933585},"labels":[],"label_agreement":null},{"id":"W2090999246","doi":"10.1016/j.resp.2006.02.007","title":"The effect of time of day on apnoea index in the sleeping rat","year":2006,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Zoo; University of Toronto","funders":"Medical Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Non-rapid eye movement sleep; Sleep (system call); Anesthesia; Medicine; Polysomnography; Circadian rhythm; Rapid eye movement sleep; Apnea; Eye movement; Internal medicine; Ophthalmology","score_opus":0.010213047534894052,"score_gpt":0.27792432872677536,"score_spread":0.2677112811918813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090999246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973351,0.00019658123,0.0000032567466,0.00027454062,0.00017523397,0.00071507064,0.0000064340243,0.000015202914,0.0012785888],"genre_scores_gemma":[0.99917763,0.0000063458842,0.0000017419212,0.0005469707,0.00015607617,0.000052930864,0.000010493577,0.000020896568,0.00002688789],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9955629,0.0029569347,0.00048743424,0.00037732537,0.00016902293,0.00044634266],"domain_scores_gemma":[0.9952027,0.003745127,0.00022092223,0.0007214322,0.00007887851,0.000030900283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012097503,0.00020630221,0.00059902866,0.00019456759,0.00009307943,0.0000029153068,0.00042725235,0.00019884245,0.000031468968],"category_scores_gemma":[0.00046877854,0.00010792461,0.0001568439,0.00037462273,0.0011494828,0.00002430684,0.000115504896,0.00061104004,0.00005201968],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012028508,0.00009603212,0.043584928,0.00004752111,0.000044336266,0.000015305453,0.00002800734,0.00014752368,0.9525959,0.00044497653,0.0002489901,0.0015436145],"study_design_scores_gemma":[0.0023349097,0.0053929533,0.7216557,0.00002818953,0.0000375129,0.000015540783,0.000016370697,0.00013470075,0.2671038,0.00018431037,0.0029900284,0.00010594401],"about_ca_topic_score_codex":0.000024924058,"about_ca_topic_score_gemma":0.000008503667,"teacher_disagreement_score":0.6854921,"about_ca_system_score_codex":0.000037118414,"about_ca_system_score_gemma":0.000036600508,"threshold_uncertainty_score":0.44010377},"labels":[],"label_agreement":null},{"id":"W2091312155","doi":"10.1016/j.clinph.2014.04.012","title":"Comparing the effect of hypercapnia and hypoxia on the electroencephalogram during wakefulness","year":2014,"lang":"en","type":"article","venue":"Clinical Neurophysiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Health and Medical Research Council","keywords":"Hypercapnia; Hypoxia (environmental); Hyperoxia; Anesthesia; Electroencephalography; Medicine; Cardiology; Psychology; Internal medicine; Neuroscience; Acidosis; Chemistry; Oxygen; Lung","score_opus":0.03437471195264402,"score_gpt":0.33600736506131823,"score_spread":0.3016326531086742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091312155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978655,0.000021255031,0.000012084766,0.0011291279,0.00019424826,0.00040765188,5.7344647e-7,0.00002447358,0.00034507792],"genre_scores_gemma":[0.9992199,0.00001978292,0.0000135518385,0.00040769647,0.00027848166,0.000024899407,0.0000012420066,0.000019220093,0.000015218604],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9971781,0.0016175783,0.00035285563,0.00035997105,0.00017556324,0.00031597822],"domain_scores_gemma":[0.992922,0.006274098,0.00009458765,0.0005634065,0.00005223702,0.00009367025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064284645,0.00014554271,0.0005337306,0.00003778641,0.00013944796,0.000008272657,0.00025733287,0.0000823884,0.000020967735],"category_scores_gemma":[0.0031139052,0.000066428685,0.00013976054,0.00015034318,0.0012287977,0.000015961466,0.00018922547,0.0008319463,0.000029772626],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042078146,0.00022088656,0.28798702,0.00017477987,0.00019749973,0.000031035983,0.00003547385,0.000039507475,0.6737092,0.0019528454,0.000043637134,0.03140032],"study_design_scores_gemma":[0.0013646911,0.0055399896,0.9793233,0.000016693042,0.000053373467,0.000032193908,0.00000686771,0.0025558183,0.010781338,0.0001573872,0.000112173424,0.000056137855],"about_ca_topic_score_codex":0.0000055253945,"about_ca_topic_score_gemma":8.2153014e-7,"teacher_disagreement_score":0.69133633,"about_ca_system_score_codex":0.000008923775,"about_ca_system_score_gemma":0.0000063658385,"threshold_uncertainty_score":0.45275563},"labels":[],"label_agreement":null},{"id":"W2091337813","doi":"10.1016/j.cardfail.2004.08.138","title":"Effects of continuous positive airway pressure on sympathetic nervous activity in patients with heart failure and obstructive sleep apnea","year":2004,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Continuous positive airway pressure; Heart failure; Obstructive sleep apnea; Polysomnography; Ejection fraction; Cardiology; Apnea; Sleep apnea; Anesthesia; Heart rate; Microneurography; Blood pressure; Internal medicine; Baroreflex","score_opus":0.002725716968004114,"score_gpt":0.21809399040679123,"score_spread":0.21536827343878712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091337813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99709934,0.00040929683,0.00006446861,0.0010091034,0.0001553617,0.0011053347,0.000039882067,0.000009578861,0.000107624706],"genre_scores_gemma":[0.9986332,0.000006694845,0.0011293046,0.000036759735,0.00012563443,0.000010495989,0.0000031326242,0.000045348173,0.000009399139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975204,0.0002860382,0.00039007675,0.00031310908,0.0010920665,0.00039829264],"domain_scores_gemma":[0.9979072,0.00029583028,0.00040179212,0.0002609964,0.00084707857,0.00028708263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028957892,0.00031347992,0.0011455418,0.0004149596,0.00005633628,0.000027411035,0.00011975518,0.00021042724,0.000005498036],"category_scores_gemma":[0.00025754375,0.0002283309,0.0002722236,0.00037437378,0.00027162404,0.00030938466,0.000062415354,0.0010205552,0.0000024855224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008454882,0.0020668686,0.9186558,0.001028126,0.0025379017,0.0003723468,0.0025917632,0.0007701463,0.043084074,0.00021980182,0.00011624733,0.020102046],"study_design_scores_gemma":[0.008715496,0.005627128,0.9022431,0.0006673636,0.00051468716,0.000087074426,0.0003667423,0.000006674569,0.08129912,0.000061365485,0.0002084137,0.00020286955],"about_ca_topic_score_codex":0.000031703607,"about_ca_topic_score_gemma":0.0000062388135,"teacher_disagreement_score":0.038215045,"about_ca_system_score_codex":0.00022977256,"about_ca_system_score_gemma":0.000103190476,"threshold_uncertainty_score":0.9311064},"labels":[],"label_agreement":null},{"id":"W2091453177","doi":"10.1164/rccm.200404-458oc","title":"Influence of Weight and Sleep Apnea Status on Immunologic and Structural Features of the Uvula","year":2004,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Obstructive sleep apnea; Uvulopalatopharyngoplasty; Apnea; Elastin; Hypopnea; Sleep apnea; Airway; Body mass index; Pathology; Internal medicine; Polysomnography; Anesthesia","score_opus":0.010552584058612497,"score_gpt":0.3103876408068982,"score_spread":0.2998350567482857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091453177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98346937,0.014525827,0.000011347591,0.0016896685,0.000058591093,0.000116855044,0.00000922388,0.0000030233543,0.00011608484],"genre_scores_gemma":[0.99893904,0.00012425163,0.00016036353,0.0006697005,0.00009484616,0.0000010425017,2.5401351e-7,0.000009495413,0.0000010079385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984872,0.00016241639,0.00040865873,0.00016077278,0.0005513637,0.00022959415],"domain_scores_gemma":[0.9983401,0.0003993658,0.00020456366,0.00018953976,0.0006073476,0.00025908978],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000252539,0.0001484055,0.0005673668,0.00015730031,0.00007735009,0.000005346887,0.000105780666,0.000051816274,0.000011659381],"category_scores_gemma":[0.0017342963,0.000079122394,0.000052345724,0.00023480337,0.0052816104,0.00007547996,0.00007071405,0.00056080014,8.6477066e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038162875,0.00011190828,0.5041529,0.0009332146,0.00035259707,0.0004342317,0.005817452,0.000058487807,0.0930125,0.008450269,0.000011624212,0.38284853],"study_design_scores_gemma":[0.0027331766,0.013143715,0.96266574,0.0004314156,0.00022753447,0.0006129457,0.007580407,0.0000024334497,0.011849147,0.0005539108,0.00011244174,0.00008713683],"about_ca_topic_score_codex":0.000050240946,"about_ca_topic_score_gemma":0.0000023878458,"teacher_disagreement_score":0.45851284,"about_ca_system_score_codex":0.000046516318,"about_ca_system_score_gemma":0.00007081567,"threshold_uncertainty_score":0.99742544},"labels":[],"label_agreement":null},{"id":"W2091487827","doi":"10.1016/j.ajodo.2005.05.050","title":"Assessment of lateral cephalometric diagnosis of adenoid hypertrophy and posterior upper airway obstruction: A systematic review","year":2006,"lang":"en","type":"review","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Adenoid; Medicine; Adenoid hypertrophy; Cochrane Library; Airway obstruction; Cephalometry; Airway; Orthodontics; Grading (engineering); Inclusion and exclusion criteria; Dentistry; MEDLINE; Systematic review; Meta-analysis; Adenoidectomy; Surgery; Pathology; Tonsillectomy","score_opus":0.025477186897887718,"score_gpt":0.35587180748094904,"score_spread":0.33039462058306135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091487827","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038245115,0.95962787,0.00017610392,0.000046561232,0.00026409986,0.0014617423,0.00011835333,0.0000059772797,0.000054179003],"genre_scores_gemma":[0.0051380135,0.9897453,0.0046736496,0.000051463103,0.00020964624,0.000034996243,0.000022700291,0.00007499273,0.000049221235],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99373657,0.0006601972,0.0031945596,0.0003726177,0.0016648324,0.00037120804],"domain_scores_gemma":[0.99292976,0.000531446,0.0045561744,0.0004411305,0.0011188869,0.0004226229],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013839196,0.0005527075,0.006970438,0.0013574458,0.00006653092,0.0000532552,0.00027986703,0.00018533404,0.000028742747],"category_scores_gemma":[0.0008079046,0.00038859842,0.0010873519,0.0016852159,0.00070038624,0.00014512923,0.00022540003,0.00078008225,7.3372667e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004320851,0.0002038096,0.16552824,0.49679253,0.0012283376,0.0002086814,0.000032165488,1.3740996e-7,0.000002215484,0.000023031893,0.000013462585,0.3359242],"study_design_scores_gemma":[0.003273094,0.010688318,0.06690219,0.7948131,0.06063451,0.015475098,0.00025602593,0.000018652883,0.000009367978,0.000007673095,0.04655354,0.0013684097],"about_ca_topic_score_codex":0.00004629997,"about_ca_topic_score_gemma":0.0000027444792,"teacher_disagreement_score":0.33455577,"about_ca_system_score_codex":0.00015511623,"about_ca_system_score_gemma":0.0003866693,"threshold_uncertainty_score":0.9998566},"labels":[],"label_agreement":null},{"id":"W2091969184","doi":"10.1007/s11897-009-0024-6","title":"Sleep-disordered breathing in acute decompensated heart failure","year":2009,"lang":"en","type":"review","venue":"Current Heart Failure Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Central sleep apnea; Heart failure; Obstructive sleep apnea; Continuous positive airway pressure; Decompensation; Cardiology; Internal medicine; Sleep apnea; Cardiac surgery; Population; Breathing; Positive airway pressure; Anesthesia; Apnea; Polysomnography","score_opus":0.040211392765098795,"score_gpt":0.37959557959577167,"score_spread":0.3393841868306729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091969184","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006297387,0.99012053,0.000050522773,0.0021711285,0.001223615,0.0052293795,0.0000451346,0.00036260838,0.00016736277],"genre_scores_gemma":[0.0016396673,0.98709893,0.0068303286,0.00010815866,0.001013793,0.0004918059,0.0022059826,0.00042917408,0.00018214146],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905209,0.00064478605,0.0029532497,0.0023146933,0.0017808815,0.0017854973],"domain_scores_gemma":[0.9951645,0.00025562098,0.0008779679,0.002288658,0.0004992983,0.00091393065],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001357177,0.0014950308,0.0057025817,0.0017407301,0.00022536438,0.00019487535,0.00035536385,0.0011081363,0.0005240024],"category_scores_gemma":[0.0006046715,0.0012965292,0.0017349971,0.002295622,0.00021742315,0.00033887225,0.00037132684,0.0042203125,0.0003677838],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003650836,0.00077945314,0.0034073275,0.015358227,0.0006352131,0.0050228676,0.00009657819,0.0000016427302,0.000033468048,0.000021704818,0.018789383,0.95581764],"study_design_scores_gemma":[0.0008775809,0.00018618527,0.00059868593,0.018038014,0.0013168572,0.020901078,0.000033463028,0.000028675102,0.00001283071,0.00006215068,0.95697653,0.0009679569],"about_ca_topic_score_codex":0.00006171567,"about_ca_topic_score_gemma":0.00009222394,"teacher_disagreement_score":0.95484966,"about_ca_system_score_codex":0.0011045472,"about_ca_system_score_gemma":0.0009157134,"threshold_uncertainty_score":0.9997799},"labels":[],"label_agreement":null},{"id":"W2092035523","doi":"10.1378/chest.119.6.1807","title":"Slow-Wave Activity in Sleep Apnea Patients Before and After Continuous Positive Airway Pressure Treatment","year":2001,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Continuous positive airway pressure; Polysomnography; Multiple Sleep Latency Test; Apnea; Anesthesia; Slow-wave sleep; Sleep apnea; Sleep Stages; Obstructive sleep apnea; Excessive daytime sleepiness; Sleep disorder; Insomnia; Electroencephalography","score_opus":0.012506839407615752,"score_gpt":0.26385340695005105,"score_spread":0.2513465675424353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092035523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968543,0.00028930738,0.00010833307,0.00070611585,0.00013092255,0.0005303456,0.000024580902,0.000012542943,0.0013435663],"genre_scores_gemma":[0.9986828,0.00005588852,0.00023693178,0.00005600309,0.00026388126,0.000028462435,0.00000799579,0.0000296552,0.00063839473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984982,0.000114705304,0.00023074352,0.00028728312,0.00040296273,0.00046609438],"domain_scores_gemma":[0.9990721,0.000056560988,0.00010135087,0.00018346793,0.00022460787,0.00036194123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017675194,0.00022196924,0.00038107374,0.0002050602,0.000098247016,0.00005992165,0.000055583285,0.00012847243,0.00018557922],"category_scores_gemma":[0.000098090044,0.00016610573,0.00009827568,0.00016837145,0.00014153644,0.00023433044,0.00006012092,0.0005369145,0.00001532561],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014620901,0.0007247643,0.7775708,0.000031865202,0.00019976682,0.0012142672,0.0013882252,0.0000010868802,0.0007503927,0.000002258822,0.0000114347,0.2166431],"study_design_scores_gemma":[0.0062231226,0.00175697,0.98635167,0.00006654182,0.00013045223,0.0006875034,0.00018004897,0.0004463648,0.0030369856,0.000039234892,0.00095055735,0.00013055207],"about_ca_topic_score_codex":0.000035649642,"about_ca_topic_score_gemma":0.000071979994,"teacher_disagreement_score":0.21651255,"about_ca_system_score_codex":0.00036080237,"about_ca_system_score_gemma":0.000037953694,"threshold_uncertainty_score":0.6773595},"labels":[],"label_agreement":null},{"id":"W2092101965","doi":"10.1164/rccm.200511-1745pp","title":"Treatment of Sleep Apnea in Heart Failure","year":2006,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Continuous positive airway pressure; Heart failure; Obstructive sleep apnea; Central sleep apnea; Afterload; Preload; Sleep apnea; Cardiology; Positive airway pressure; Apnea; Anesthesia; Blood pressure; Randomized controlled trial; Cardiac function curve; Internal medicine; Hypoxia (environmental); Polysomnography; Hemodynamics","score_opus":0.03886279494593893,"score_gpt":0.3894652670638355,"score_spread":0.3506024721178966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092101965","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030582834,0.9953053,0.000033675595,0.00078122533,0.00013287329,0.00039411537,0.000023853725,0.000005882106,0.00026481756],"genre_scores_gemma":[0.096166,0.90046257,0.0010467512,0.0002862232,0.0018567635,0.00003569289,0.000022089103,0.00010944713,0.000014461055],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99646795,0.0005489746,0.0014517296,0.0003297838,0.00080012035,0.00040145635],"domain_scores_gemma":[0.9970712,0.0009996429,0.000432363,0.00033424824,0.00066697167,0.000495567],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038260207,0.000423796,0.0041580754,0.00091664254,0.00003701605,0.00000771646,0.00014550569,0.00017133621,0.000077997494],"category_scores_gemma":[0.00078094425,0.00026278256,0.00046810965,0.000752431,0.002364504,0.00006177147,0.00003437716,0.00072873576,0.0000025597385],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014622095,0.00019043381,0.0029288107,0.0069987862,0.00013135394,0.00094464846,0.00018894626,1.02498554e-7,0.000018700923,0.00009848192,0.00009421327,0.9882593],"study_design_scores_gemma":[0.0022719998,0.027101351,0.0005976484,0.006954736,0.0019657884,0.0015755757,0.0030558659,0.0000011306443,0.000020796124,0.000013394978,0.95622414,0.00021755727],"about_ca_topic_score_codex":0.000054549728,"about_ca_topic_score_gemma":0.000009783663,"teacher_disagreement_score":0.98804176,"about_ca_system_score_codex":0.00036195104,"about_ca_system_score_gemma":0.00030066198,"threshold_uncertainty_score":0.9999824},"labels":[],"label_agreement":null},{"id":"W2092218545","doi":"10.1097/aln.0000000000000407","title":"A Matched Cohort Study of Postoperative Outcomes in Obstructive Sleep Apnea","year":2014,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":229,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Polysomnography; Sleep apnea; Odds ratio; Positive airway pressure; Cohort; Internal medicine; Apnea; Risk factor; Anesthesia; Surgery","score_opus":0.016647809035347374,"score_gpt":0.3013150251367202,"score_spread":0.28466721610137286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092218545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973644,0.000018531258,0.000016279666,0.00030321823,0.000063442814,0.0013092363,0.0000013973441,0.000026977503,0.00089652225],"genre_scores_gemma":[0.9991777,0.000001315821,0.00030608306,0.00026950423,0.000021071437,0.000119258955,0.0000075638986,0.00002489467,0.000072608505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979965,0.0005270629,0.0004208414,0.0004346537,0.00027447328,0.0003464629],"domain_scores_gemma":[0.9986419,0.00046177415,0.00010707606,0.00047977257,0.00021576097,0.00009369045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046282235,0.00019399829,0.00093538495,0.00029420885,0.000036662917,0.000004039819,0.00017318514,0.0001468928,0.00010947632],"category_scores_gemma":[0.0005842123,0.00014796773,0.00006984297,0.0002780879,0.0002492738,0.000056187168,0.00007974888,0.00030535078,0.000052476313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037717758,0.0007835011,0.9889971,0.000014137519,0.00016325519,0.00010184821,0.0023797832,0.000011115071,0.0030797173,0.00041924356,0.0000033682609,0.0036697735],"study_design_scores_gemma":[0.0029395241,0.003143772,0.9880015,0.000005540838,0.000048042602,0.00007191929,0.0036088845,0.00037023824,0.0013613865,0.00029856476,0.000031589945,0.0001189887],"about_ca_topic_score_codex":0.00061704975,"about_ca_topic_score_gemma":0.00016183217,"teacher_disagreement_score":0.003550785,"about_ca_system_score_codex":0.00007613382,"about_ca_system_score_gemma":0.000022006783,"threshold_uncertainty_score":0.60339487},"labels":[],"label_agreement":null},{"id":"W2092276371","doi":"10.5664/jcsm.4622","title":"Obstructive Sleep Apnea and Mandibular Advancement Splints","year":2015,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Obstructive sleep apnea; Splints; Sleep apnea; Dentistry; Sleep (system call); Sleep Bruxism; Sleep apnea syndromes; Physical therapy; Orthodontics; Polysomnography; Apnea; Anesthesia; Physical medicine and rehabilitation; Electromyography","score_opus":0.08138097474579496,"score_gpt":0.4188778505948727,"score_spread":0.3374968758490777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092276371","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03237133,0.010780341,0.002538929,0.93956506,0.008638006,0.0014672113,0.000045090885,0.000046196175,0.0045478106],"genre_scores_gemma":[0.05690691,0.0053644218,0.014838911,0.74942064,0.16742924,0.00004941629,0.00038783494,0.0006229883,0.004979606],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98883426,0.0007197677,0.0045254943,0.00086390803,0.004133869,0.0009226753],"domain_scores_gemma":[0.9892546,0.0021707762,0.0030329742,0.0009221024,0.0031849344,0.0014346163],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0059587285,0.0007776288,0.0042818086,0.000776337,0.00009568334,0.00003214748,0.0006392281,0.0016174363,0.0010061093],"category_scores_gemma":[0.010545739,0.0005174462,0.00065710925,0.00043457575,0.0018218528,0.00025016302,0.00033768307,0.009780559,0.0000780061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040088766,0.00045788506,0.01904415,0.0009486706,0.0038328043,0.018823188,0.000277932,0.000005027569,0.00008229569,0.000041378542,0.63474,0.31773782],"study_design_scores_gemma":[0.018341316,0.009263185,0.016870761,0.001159072,0.0027972355,0.0033616286,0.00030365298,0.00033618067,0.000037476977,0.001708518,0.94531924,0.0005017525],"about_ca_topic_score_codex":0.000014169746,"about_ca_topic_score_gemma":0.0000016128675,"teacher_disagreement_score":0.31723607,"about_ca_system_score_codex":0.00043134516,"about_ca_system_score_gemma":0.00027615685,"threshold_uncertainty_score":0.99990714},"labels":[],"label_agreement":null},{"id":"W2092573879","doi":"10.1080/19439962.2011.646386","title":"Obesity, Where Is It Driving Us?","year":2012,"lang":"en","type":"article","venue":"Journal of Transportation Safety & Security","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"World Health Organization","keywords":"Obesity; Human factors and ergonomics; Injury prevention; Poison control; Risk analysis (engineering); Medicine; Reflection (computer programming); Psychology; Applied psychology; Computer science; Environmental health","score_opus":0.0194849965189054,"score_gpt":0.31743642113985915,"score_spread":0.29795142462095375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092573879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912447,0.0007386606,0.0018734103,0.0043383255,0.00037387543,0.00019463385,0.00003492181,0.000013516679,0.0011879575],"genre_scores_gemma":[0.99733335,0.00032604844,0.001357196,0.00035420337,0.00050372264,0.0000012250252,0.000016083623,0.000021909824,0.00008626386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770314,0.00007458972,0.00074969325,0.0001258077,0.000990121,0.00035662806],"domain_scores_gemma":[0.99826705,0.00009210001,0.00037013838,0.00018226673,0.0006469348,0.000441498],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00092071993,0.00015140025,0.00039747823,0.00018017903,0.00009528686,0.00001653422,0.0001369014,0.00012137892,0.0020959815],"category_scores_gemma":[0.000059373375,0.0001306778,0.00031135394,0.00027652658,0.00007366698,0.0007050574,0.0000065189306,0.0006478465,0.00004956857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038033616,0.00046021072,0.9865851,0.0001706103,0.00021780712,0.00006970902,0.0063464437,0.000005262363,0.0023846154,0.0003918274,0.0011236041,0.0018645049],"study_design_scores_gemma":[0.0017335876,0.00016665575,0.9683707,0.00014506279,0.00023616932,0.0001331295,0.0009857698,0.000035109715,0.0039706915,0.0001591533,0.023943273,0.000120701465],"about_ca_topic_score_codex":0.00002777888,"about_ca_topic_score_gemma":0.000098190736,"teacher_disagreement_score":0.02281967,"about_ca_system_score_codex":0.00016431796,"about_ca_system_score_gemma":0.000081137725,"threshold_uncertainty_score":0.99881625},"labels":[],"label_agreement":null},{"id":"W2092809686","doi":"10.1183/09031936.03.00047903","title":"Effect of nasal or oral breathing route on upper airway resistance during sleep","year":2003,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":268,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Airway; Breathing; Sleep (system call); Airway resistance; Anesthesia; Sleep disordered breathing; Obstructive sleep apnea","score_opus":0.021221357530667714,"score_gpt":0.3051545452288054,"score_spread":0.2839331876981377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092809686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95219165,0.00044071412,0.00009889286,0.000054913962,0.0003206145,0.00027915352,0.000005062232,0.000042985546,0.04656599],"genre_scores_gemma":[0.9966046,0.000009850824,0.0005683443,0.0002069873,0.0004179137,0.0000024673902,6.710111e-7,0.000111854264,0.0020773122],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99476695,0.0027506438,0.0006034948,0.0003662437,0.00095521327,0.00055744755],"domain_scores_gemma":[0.9983358,0.00024435384,0.00026801392,0.00049617206,0.0002347668,0.00042093094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036514504,0.0002876463,0.00047650104,0.0003795944,0.00031745763,0.00007086254,0.000262393,0.000060910268,0.00058185076],"category_scores_gemma":[0.0017722122,0.0001988159,0.00023590891,0.00034728457,0.00016309584,0.0001903959,0.00006764,0.0012068187,0.00020647672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04114604,0.0008986262,0.33676004,0.0018453046,0.0014656852,0.047524538,0.0017020873,0.00025292757,0.47380146,0.0010051306,0.0022441105,0.09135404],"study_design_scores_gemma":[0.02621854,0.010680597,0.30497432,0.0017073367,0.0003028656,0.0035511015,0.00025249177,0.000033655462,0.59591633,0.00001582719,0.055522982,0.00082393555],"about_ca_topic_score_codex":6.2659706e-7,"about_ca_topic_score_gemma":0.0000014997815,"teacher_disagreement_score":0.12211488,"about_ca_system_score_codex":0.00029123845,"about_ca_system_score_gemma":0.000087236585,"threshold_uncertainty_score":0.81074774},"labels":[],"label_agreement":null},{"id":"W2092853881","doi":"10.1164/rccm.2108050","title":"A Randomized Trial of Laser-assisted Uvulopalatoplasty in the Treatment of Mild Obstructive Sleep Apnea","year":2002,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Randomized controlled trial; Quality of life (healthcare); Hypopnea; Sleep apnea; Apnea; Anesthesia; Apnea–hypopnea index; Surgery; Polysomnography","score_opus":0.036480822939903755,"score_gpt":0.33719664319283116,"score_spread":0.3007158202529274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092853881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99172735,0.0049558682,0.00006463735,0.0016419942,0.00016170711,0.0006354673,0.000010150329,0.0000034250138,0.00079937704],"genre_scores_gemma":[0.99895537,0.00018323786,0.0002192823,0.00026021097,0.00034083263,0.000022000544,0.0000010722815,0.000013921143,0.00000407988],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99649036,0.0010820534,0.0010889551,0.00019208541,0.0008839968,0.00026256777],"domain_scores_gemma":[0.9953687,0.0030052585,0.00039423537,0.0002655583,0.000718524,0.00024770942],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00095335307,0.00020645768,0.0017106333,0.00038519016,0.000044935638,0.000005142711,0.00013865021,0.00006277252,0.00012499586],"category_scores_gemma":[0.0026401274,0.00010976779,0.0002820582,0.00057912676,0.0039119865,0.00006608759,0.00001518756,0.00035485413,5.868043e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.647704,0.0015103628,0.012494851,0.00025095468,0.00042011862,0.00058941473,0.012868761,0.0000018989576,0.0011351854,0.00048533786,0.000024104726,0.322515],"study_design_scores_gemma":[0.88876754,0.057900954,0.0127088595,0.00028263842,0.0010856547,0.00034104733,0.035589818,0.000074310825,0.0022334103,0.00010507839,0.00076687615,0.00014381153],"about_ca_topic_score_codex":0.000039198687,"about_ca_topic_score_gemma":0.0000061495084,"teacher_disagreement_score":0.32237118,"about_ca_system_score_codex":0.00009516891,"about_ca_system_score_gemma":0.000044030246,"threshold_uncertainty_score":0.9987988},"labels":[],"label_agreement":null},{"id":"W2093057987","doi":"10.1164/ajrccm.165.8.2107144","title":"Mechanical Properties of the Lung and Upper Airways in Patients with Sleep-disordered Breathing","year":2002,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Royal Victoria Hospital; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Obstructive sleep apnea; Airway resistance; Polysomnography; Airway; Respiratory physiology; Lung; Anesthesia; Hypopnea; Lung volumes; Airway obstruction; Ventilation (architecture); Apnea; Cardiology; Internal medicine","score_opus":0.016453887680067152,"score_gpt":0.2699649115878758,"score_spread":0.2535110239078086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093057987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99183977,0.005221308,0.0000375699,0.0025213105,0.00004828786,0.00018225398,0.0000020691043,0.0000033447109,0.0001441013],"genre_scores_gemma":[0.9991736,0.000024259454,0.00014115834,0.00056591723,0.00007499987,0.000002531706,1.579596e-7,0.000014483389,0.0000029107684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834645,0.00020511136,0.00040594392,0.00015746166,0.000667299,0.00021771256],"domain_scores_gemma":[0.99878794,0.00015821189,0.00011656279,0.00015994253,0.000555107,0.00022224846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002937017,0.00013095258,0.00050548697,0.00015995925,0.00006533773,0.0000067693054,0.00009672225,0.000039150673,0.00005225597],"category_scores_gemma":[0.0010813852,0.00006573474,0.0000435837,0.00029163805,0.0017985693,0.00010110139,0.000057441728,0.0004943027,1.8185074e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011425504,0.0001985297,0.893399,0.0003860768,0.00006533882,0.00007528033,0.0034092653,8.0516037e-7,0.0023119748,0.00031122332,0.000031228872,0.09866874],"study_design_scores_gemma":[0.0122606605,0.023179308,0.9280525,0.0026987868,0.00050985295,0.00029077005,0.029033093,0.00026980962,0.0029048424,0.00005711429,0.0004694238,0.00027384894],"about_ca_topic_score_codex":0.00001719254,"about_ca_topic_score_gemma":0.0000029076018,"teacher_disagreement_score":0.098394886,"about_ca_system_score_codex":0.00005230176,"about_ca_system_score_gemma":0.000025964555,"threshold_uncertainty_score":0.6626904},"labels":[],"label_agreement":null},{"id":"W2093290795","doi":"10.1007/s11325-007-0125-y","title":"The Berlin questionnaire for sleep apnea in a sleep clinic population: relationship to polysomnographic measurement of respiratory disturbance","year":2007,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Neurology; Sleep (system call); Sleep disorder; Sleep apnea; Respiratory disturbance index; Obstructive sleep apnea; Polysomnography; Sleep medicine; Otorhinolaryngology; Population; Respiratory system; Audiology; Apnea; Physical therapy; Anesthesia; Psychiatry; Insomnia; Environmental health","score_opus":0.041609526885762534,"score_gpt":0.3292842087459961,"score_spread":0.2876746818602336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093290795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98025906,0.0033834996,0.012606532,0.0015468014,0.00028951952,0.0015036581,0.0000070225983,0.000045538563,0.00035837514],"genre_scores_gemma":[0.9980878,0.0000064073806,0.0013790885,0.00017479157,0.00019606887,0.00008379342,0.0000079406955,0.000028678465,0.000035382385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756616,0.00013612486,0.0007420555,0.00040135358,0.00070375856,0.00045054918],"domain_scores_gemma":[0.9983106,0.0005220356,0.0001706957,0.00040292888,0.00038628044,0.00020740826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044593383,0.00018388302,0.0003135681,0.00038395863,0.00036705655,0.00003590091,0.00013952608,0.00014381172,0.000004593445],"category_scores_gemma":[0.0017375278,0.00014404302,0.00012809451,0.0007096559,0.00014403206,0.00014319122,0.000063166815,0.0003762484,0.000003939442],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007098118,0.00011007977,0.86650413,0.0001351011,0.000072902476,0.000011024914,0.00075302564,0.000016577847,0.00077366474,0.0017560114,0.000011459421,0.12914619],"study_design_scores_gemma":[0.0017940247,0.00036548375,0.9942025,0.00023306257,0.00008154295,0.000013376749,0.00044815938,0.00090825255,0.00056018285,0.0008985091,0.0003417553,0.00015317187],"about_ca_topic_score_codex":0.00015884243,"about_ca_topic_score_gemma":0.00068879005,"teacher_disagreement_score":0.12899302,"about_ca_system_score_codex":0.00023004261,"about_ca_system_score_gemma":0.000024578874,"threshold_uncertainty_score":0.58739036},"labels":[],"label_agreement":null},{"id":"W2093556367","doi":"10.1007/s10840-012-9749-3","title":"Reverse atrial electrical remodelling induced by continuous positive airway pressure in patients with severe obstructive sleep apnoea","year":2012,"lang":"en","type":"article","venue":"Journal of Interventional Cardiac Electrophysiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Continuous positive airway pressure; Cardiology; Sleep (system call); Airway; Positive airway pressure; Internal medicine; Left atrial pressure; Atrial fibrillation; Positive pressure; Anesthesia; Obstructive sleep apnea; Hemodynamics","score_opus":0.007637511806696649,"score_gpt":0.26126315973798414,"score_spread":0.2536256479312875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093556367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967616,0.0014415756,0.00040791262,0.00012245124,0.00048844964,0.0005594865,0.000053310676,0.000009233391,0.00015593837],"genre_scores_gemma":[0.9982176,0.000018461034,0.0006597251,0.000053521417,0.0008553699,0.000007860087,0.000078485966,0.000041448107,0.000067545654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99673516,0.00065906835,0.0007765055,0.0002985993,0.0007952121,0.0007354696],"domain_scores_gemma":[0.9974586,0.00022947504,0.00059133477,0.0001821086,0.0012620304,0.00027645205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004870382,0.00028579019,0.0009892473,0.00040256346,0.00006736181,0.000014729819,0.00018189085,0.00025379035,0.00010713399],"category_scores_gemma":[0.00031794098,0.00022390186,0.000800717,0.0004287815,0.00011847363,0.00039609446,0.00006531275,0.0014377816,0.000011348218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.09567019,0.0050700926,0.5608478,0.00020733685,0.012497955,0.00013156504,0.0006025987,0.0004872394,0.300011,0.0016534451,0.0019834514,0.020837322],"study_design_scores_gemma":[0.012650618,0.018260198,0.9550655,0.00022292319,0.00093847164,0.0002771767,0.00009788791,0.00015781712,0.011174052,0.00038839277,0.00029917833,0.00046778872],"about_ca_topic_score_codex":0.000029008546,"about_ca_topic_score_gemma":7.031779e-7,"teacher_disagreement_score":0.3942177,"about_ca_system_score_codex":0.0005715482,"about_ca_system_score_gemma":0.00011017971,"threshold_uncertainty_score":0.9130453},"labels":[],"label_agreement":null},{"id":"W2093636540","doi":"10.5664/jcsm.2576","title":"Mandibular Advancement Splint as Short-Term Alternative Treatment in Patients with Obstructive Sleep Apnea Already Effectively Treated with Continuous Positive Airway Pressure","year":2013,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Airway; Splint (medicine); Oral appliance; Sleep apnea; Term (time); Sleep (system call); Orthodontics; Dentistry; Anesthesia","score_opus":0.020802593047741815,"score_gpt":0.33862233264956204,"score_spread":0.31781973960182025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093636540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9417389,0.0009678828,0.0007307221,0.046080627,0.001051874,0.007874831,0.00018342772,0.000044493812,0.0013272406],"genre_scores_gemma":[0.96689135,0.00031013446,0.0012993267,0.019418094,0.009183058,0.00037309845,0.0009319541,0.00043328118,0.0011597172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98815525,0.0014000401,0.0036704692,0.0015103056,0.003928945,0.0013350156],"domain_scores_gemma":[0.98820895,0.0027056604,0.0030746984,0.0009867144,0.004026312,0.0009976868],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0012990345,0.0015650999,0.0058566094,0.0010811267,0.00012387184,0.000054563137,0.0006687781,0.0012237222,0.0006894748],"category_scores_gemma":[0.0011513898,0.00085062126,0.00063360826,0.0006291595,0.0015973682,0.0004486061,0.00015732736,0.0060842084,0.0000495571],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04347616,0.0046325903,0.78416514,0.0004622712,0.020195704,0.024420919,0.00087696966,0.00010275172,0.000069516755,0.00001333388,0.0034234673,0.11816115],"study_design_scores_gemma":[0.07048717,0.14542556,0.75882626,0.004229035,0.007851527,0.0007588282,0.00029472137,0.00023163616,0.0007175683,0.0000609107,0.010060552,0.0010562608],"about_ca_topic_score_codex":0.0004068381,"about_ca_topic_score_gemma":0.000023730929,"teacher_disagreement_score":0.14079297,"about_ca_system_score_codex":0.0014682349,"about_ca_system_score_gemma":0.00026994536,"threshold_uncertainty_score":0.9997097},"labels":[],"label_agreement":null},{"id":"W2093989429","doi":"10.1016/j.medengphy.2012.06.013","title":"Snoring sounds variability as a signature of obstructive sleep apnea","year":2012,"lang":"en","type":"article","venue":"Medical Engineering & Physics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Riverview Hospital; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Obstructive sleep apnea; Medicine; Polysomnography; Audiology; Apnea; Sleep apnea; Anesthesia","score_opus":0.0098416551157113,"score_gpt":0.2687746106845646,"score_spread":0.2589329555688533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093989429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8850524,0.00025927127,0.10913662,0.0002462269,0.0010502985,0.0004375375,0.000012941858,0.00020376492,0.003600961],"genre_scores_gemma":[0.99452704,0.000003530074,0.0040380936,0.000051267747,0.0012512337,0.000028568535,0.000013239815,0.000052405812,0.000034606837],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99732924,0.000052438852,0.00034499963,0.0002827626,0.0013429697,0.0006475795],"domain_scores_gemma":[0.99805725,0.00053058733,0.00006883791,0.00046279735,0.00019857987,0.00068194245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007150882,0.00024334612,0.0004897425,0.000079178746,0.00003957578,0.0000081683065,0.0002171139,0.00026063487,0.0003390413],"category_scores_gemma":[0.0033213939,0.00021822771,0.00017342235,0.00052974763,0.0001948917,0.0001849372,0.00017220598,0.0010702476,0.000037811365],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075631106,0.004260712,0.1588735,0.005131311,0.003064729,0.00021267892,0.009168014,0.0037912189,0.20862104,0.1324823,0.00017178715,0.4734664],"study_design_scores_gemma":[0.0104960045,0.0013463361,0.32219762,0.00096695265,0.0011106526,0.0005636549,0.0010956868,0.3347314,0.30798393,0.009504456,0.0076149427,0.0023883663],"about_ca_topic_score_codex":0.000021196776,"about_ca_topic_score_gemma":1.15862086e-7,"teacher_disagreement_score":0.47107804,"about_ca_system_score_codex":0.00019880364,"about_ca_system_score_gemma":0.00007240714,"threshold_uncertainty_score":0.88990676},"labels":[],"label_agreement":null},{"id":"W2094357651","doi":"10.1007/s11906-010-0107-5","title":"Sleep Apnea and Cardiovascular Disease","year":2010,"lang":"en","type":"review","venue":"Current Hypertension Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sleep apnea; Intensive care medicine; Disease; Continuous positive airway pressure; Asymptomatic; Obstructive sleep apnea; Central sleep apnea; Apnea; Internal medicine; Polysomnography","score_opus":0.07588418900234847,"score_gpt":0.3441521031236775,"score_spread":0.268267914121329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094357651","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024619335,0.99429154,0.000050620503,0.000035320925,0.002833682,0.0021678128,0.000020639322,0.00012220668,0.00023197636],"genre_scores_gemma":[0.00035054225,0.9979263,0.00013999012,0.000019660658,0.0007931218,0.00018219114,0.0003705387,0.00014684371,0.00007084343],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99547726,0.00017066779,0.00097048364,0.0014930794,0.0013285556,0.0005599486],"domain_scores_gemma":[0.9954522,0.00010367951,0.0003265932,0.002477977,0.00046597116,0.0011735647],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00068885874,0.0006835638,0.0031007729,0.0004464562,0.00015398061,0.000060634284,0.00012180401,0.0004148505,0.00011752509],"category_scores_gemma":[0.0011606979,0.00048837037,0.0017914576,0.00038332,0.00028515357,0.00008168774,0.0003877675,0.001751206,0.00008422025],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000100489215,0.00015131503,0.00019272028,0.014175397,0.00069620454,0.010757907,0.0000036425129,9.744513e-8,0.000002387321,0.0000069122316,0.0003159168,0.97368747],"study_design_scores_gemma":[0.00028090435,0.00003261217,0.00021611102,0.003967182,0.00842145,0.01311474,0.0000037271436,0.00008411582,0.0000010420151,0.000018427736,0.9734165,0.00044320783],"about_ca_topic_score_codex":0.00000782523,"about_ca_topic_score_gemma":2.252392e-7,"teacher_disagreement_score":0.97324425,"about_ca_system_score_codex":0.00007678721,"about_ca_system_score_gemma":0.00023822967,"threshold_uncertainty_score":0.9997568},"labels":[],"label_agreement":null},{"id":"W2094828940","doi":"10.2310/7070.2005.34502","title":"High Prevalence of Obstructive Sleep Apnea among Patients with Head and Neck Cancer","year":2005,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Head and neck cancer; Body mass index; Sleep apnea; Sleep study; Apnea; Population; Surgery; Cancer; Anesthesia; Internal medicine","score_opus":0.01022165539747235,"score_gpt":0.27071618828596805,"score_spread":0.2604945328884957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094828940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99791676,0.00076236465,0.00013326448,0.00060700823,0.0001033877,0.00034787285,0.000010941962,0.000004354673,0.000114039576],"genre_scores_gemma":[0.9983497,0.00011458082,0.0012262029,0.00008837981,0.00015657673,0.000004418185,8.0189045e-7,0.000018367542,0.00004097356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862295,0.0001802827,0.0003870517,0.00012295862,0.00043313697,0.00025363427],"domain_scores_gemma":[0.9983711,0.00017617254,0.0004489226,0.0002205949,0.000645131,0.00013804655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003076934,0.00013509658,0.00041138893,0.0001497377,0.0000586509,0.0000044534972,0.00020495047,0.000079178775,0.0002241722],"category_scores_gemma":[0.00012563504,0.0000763462,0.00004990077,0.00016939809,0.00066195783,0.00021179038,0.00007873614,0.00050055794,0.000002853886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002115933,0.00014869755,0.9851343,0.00012296342,0.0003172187,0.00001734943,0.0009083723,0.00007593835,0.001456932,0.00004566635,0.000014004074,0.00964264],"study_design_scores_gemma":[0.003626449,0.0016318737,0.99023294,0.0001017384,0.00028198192,0.00026796086,0.00010090967,0.00016726102,0.0034227965,0.000063497086,0.00003368693,0.00006887361],"about_ca_topic_score_codex":0.000099623736,"about_ca_topic_score_gemma":0.000036073892,"teacher_disagreement_score":0.009573766,"about_ca_system_score_codex":0.00009177982,"about_ca_system_score_gemma":0.00004829936,"threshold_uncertainty_score":0.31133077},"labels":[],"label_agreement":null},{"id":"W2094924480","doi":"10.1067/mod.2001.118782","title":"Cephalometric and physiologic predictors of the efficacy of an adjustable oral appliance for treating obstructive sleep apnea","year":2001,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Overjet; Medicine; Cephalometry; Obstructive sleep apnea; Oral appliance; Polysomnography; Airway; Dentistry; Body mass index; Overbite; Maxilla; Molar; Orthodontics; Sleep apnea; Apnea; Cephalometric analysis; Anesthesia; Internal medicine","score_opus":0.02241407798554492,"score_gpt":0.311681388702267,"score_spread":0.2892673107167221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094924480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99370193,0.0005168913,0.004958573,0.000064022526,0.00018419532,0.0004478098,0.000039639297,0.000005661898,0.00008127335],"genre_scores_gemma":[0.98843074,0.0003481584,0.010903115,0.000033073757,0.00022272013,0.0000042385886,0.0000037992447,0.000025118221,0.000029008692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802226,0.00014686171,0.00070181943,0.00022994219,0.0005818342,0.0003172676],"domain_scores_gemma":[0.99727,0.00040317647,0.0010768467,0.00022869247,0.0007521917,0.00026908185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006220458,0.0001977716,0.0008237265,0.00030334937,0.000117334384,0.000018724133,0.00017463627,0.000069267655,0.000006544815],"category_scores_gemma":[0.0011348781,0.00013269266,0.0002111871,0.0011000785,0.0009502497,0.00016607871,0.00010136516,0.00029576325,8.452855e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001176835,0.00021322379,0.75216794,0.000073082745,0.00022973228,0.000015264859,0.00041312323,0.000054685104,0.0030721838,0.00007293379,0.000002436619,0.24250858],"study_design_scores_gemma":[0.003429027,0.0036898402,0.98635507,0.000064833126,0.00056403666,0.00027124007,0.0023389373,0.0014052773,0.0013007902,0.000057416044,0.00037410212,0.00014944111],"about_ca_topic_score_codex":0.000055833498,"about_ca_topic_score_gemma":0.000012422109,"teacher_disagreement_score":0.24235913,"about_ca_system_score_codex":0.00004149132,"about_ca_system_score_gemma":0.000088276116,"threshold_uncertainty_score":0.541105},"labels":[],"label_agreement":null},{"id":"W2095178392","doi":"10.1007/s10877-013-9435-8","title":"A system for portable sleep apnea diagnosis using an embedded data capturing module","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Monitoring and Computing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; Toronto Rehabilitation Institute; Ontario Brain Institute","keywords":"Sleep apnea; Sleep (system call); Anesthesiology; Apnea; Medicine; Computer science; Embedded system; Intensive care medicine; Anesthesia; Operating system","score_opus":0.18572836010103289,"score_gpt":0.4455324214723182,"score_spread":0.2598040613712853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095178392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98258376,0.0004346451,0.015000157,0.00009768458,0.0014824761,0.00032421952,0.0000036825184,0.000028193272,0.000045185916],"genre_scores_gemma":[0.9429837,0.000012746068,0.051924158,0.000011250774,0.0050241402,0.0000033144925,0.0000022020747,0.000032324948,0.0000061565897],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972807,0.00015449352,0.0013783019,0.00034709377,0.0004523443,0.00038704526],"domain_scores_gemma":[0.9965431,0.001133038,0.0007043867,0.00046028954,0.000659159,0.000500001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026701929,0.00015702062,0.00076365157,0.00013033167,0.00020203809,0.00014720648,0.0003260397,0.00013156231,0.0000042266793],"category_scores_gemma":[0.0015036684,0.00012719037,0.00015554289,0.00012469334,0.0000673046,0.00048530177,0.0002704895,0.0006146752,0.000001723404],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016848871,0.00032662024,0.7392458,0.00042245828,0.00037015422,0.00007618174,0.00016873768,0.0009845644,0.0013866744,0.000016052589,0.000021915786,0.2568124],"study_design_scores_gemma":[0.004005498,0.0010011252,0.17374873,0.0011155715,0.00039543252,0.00050748826,0.0033249494,0.8126998,0.0028019592,0.00006701748,0.000093937204,0.00023848788],"about_ca_topic_score_codex":0.00007487897,"about_ca_topic_score_gemma":2.3756976e-7,"teacher_disagreement_score":0.81171525,"about_ca_system_score_codex":0.00006970729,"about_ca_system_score_gemma":0.00006027985,"threshold_uncertainty_score":0.5186673},"labels":[],"label_agreement":null},{"id":"W2095236567","doi":"10.5664/jcsm.3528","title":"Sleep Disordered Breathing in Group 1 Pulmonary Arterial Hypertension","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Polysomnography; Epworth Sleepiness Scale; Population; Internal medicine; Cardiology; Cohort; Breathing; Pulmonary hypertension; Physical therapy; Anesthesia; Apnea","score_opus":0.056735675321087725,"score_gpt":0.37818956295229167,"score_spread":0.32145388763120397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095236567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771497,0.0005363154,0.003070624,0.0131788375,0.002806823,0.00034112512,0.0000012108933,0.000023487624,0.0028918579],"genre_scores_gemma":[0.9902462,0.00018217332,0.0017892123,0.00139213,0.006292439,0.0000034940515,0.0000097941775,0.000046131725,0.000038440354],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99398327,0.00071493455,0.0029338992,0.0003983622,0.0014499833,0.0005195493],"domain_scores_gemma":[0.99518126,0.002204828,0.0008543207,0.00046660882,0.00054109347,0.0007518793],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0068501765,0.00027715287,0.0018517657,0.0004953551,0.00006603129,0.000014367287,0.00033820007,0.00033328164,0.00047862038],"category_scores_gemma":[0.012417717,0.00018100155,0.0003852453,0.00047150723,0.00049452455,0.00024324344,0.00011814396,0.0018477916,0.000035353987],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0070106415,0.001959107,0.21860765,0.00014424347,0.00023955814,0.0026072462,0.00018234891,0.000016683518,0.01625098,0.000219189,0.00046484315,0.7522975],"study_design_scores_gemma":[0.025439981,0.006498376,0.9340609,0.00088386354,0.0003777643,0.0028266744,0.00039528238,0.019239787,0.000092640264,0.0016279476,0.008295699,0.00026113773],"about_ca_topic_score_codex":0.000052131203,"about_ca_topic_score_gemma":0.00001366185,"teacher_disagreement_score":0.7520364,"about_ca_system_score_codex":0.00010316174,"about_ca_system_score_gemma":0.00004150793,"threshold_uncertainty_score":0.9959011},"labels":[],"label_agreement":null},{"id":"W2095298753","doi":"10.1038/jhh.2014.94","title":"Pathogenesis of obstructive sleep apnoea in hypertensive patients: role of fluid retention and nocturnal rostral fluid shift","year":2014,"lang":"en","type":"review","venue":"Journal of Human Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Toronto General Hospital; Toronto Rehabilitation Institute; Toronto Sleep Institute","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Pathogenesis; Internal medicine; Obstructive sleep apnea; Cardiology; Blood pressure; Endocrinology; Anesthesia","score_opus":0.03341737065176241,"score_gpt":0.3017948427987695,"score_spread":0.2683774721470071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095298753","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47643423,0.5225958,0.0000071188224,0.000014826208,0.00023483767,0.0006268205,0.000040125644,0.0000046585906,0.000041524614],"genre_scores_gemma":[0.4759448,0.52296096,0.0005228905,0.000028041033,0.00033989828,0.000007794583,0.00007793324,0.00010981094,0.00000788393],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99445456,0.0005716407,0.002695871,0.0004901761,0.0013345777,0.0004531715],"domain_scores_gemma":[0.9939697,0.00030728104,0.0024951128,0.0004936429,0.0024183393,0.0003159322],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00087454426,0.00058009976,0.0045667756,0.0016399366,0.00008647055,0.000020715448,0.0003087188,0.0005708713,0.000051774427],"category_scores_gemma":[0.0008665712,0.00042061994,0.0010558828,0.00047548075,0.00037409159,0.00025322588,0.00019172167,0.0010805384,0.000003554251],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010973385,0.0010479,0.009255171,0.01544154,0.0014472724,0.0005261094,0.00044067163,0.000003992443,0.07298625,0.000113402,0.00006382284,0.8975765],"study_design_scores_gemma":[0.03152789,0.025277013,0.7293282,0.123405814,0.024136158,0.01338893,0.0024258438,0.0005427223,0.0107361125,0.0015858617,0.03450693,0.003138504],"about_ca_topic_score_codex":0.000037613372,"about_ca_topic_score_gemma":0.000007865819,"teacher_disagreement_score":0.894438,"about_ca_system_score_codex":0.000282176,"about_ca_system_score_gemma":0.00015922295,"threshold_uncertainty_score":0.9998246},"labels":[],"label_agreement":null},{"id":"W2095323358","doi":"10.1016/j.amjhyper.2004.11.031","title":"Sleep Apnea, Hypertension, and the Effects of Continuous Positive Airway Pressure","year":2005,"lang":"en","type":"article","venue":"American Journal of Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Continuous positive airway pressure; Blood pressure; Sleep apnea; Apnea; Diastole; Obstructive sleep apnea; Cardiology; Risk factor; Internal medicine; Anesthesia","score_opus":0.006283029297260002,"score_gpt":0.23314117664106362,"score_spread":0.22685814734380363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095323358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868539,0.0051452387,0.0003033071,0.0069215745,0.00016382853,0.00042055242,0.000002172041,0.000009400566,0.00018000913],"genre_scores_gemma":[0.99663705,0.0002565037,0.0015401889,0.0011979325,0.00027120425,0.0000026767589,9.987295e-7,0.000029429144,0.00006402716],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980341,0.0003268156,0.0004982394,0.00019541381,0.0006682906,0.00027714082],"domain_scores_gemma":[0.99667746,0.001101891,0.00052781234,0.00026866057,0.001198802,0.00022535559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005214833,0.00018752099,0.0009968248,0.00019856048,0.00009287648,0.000013518395,0.00015136097,0.000053305437,0.000016475527],"category_scores_gemma":[0.0011872085,0.000102265745,0.00021079494,0.00028458942,0.0012782373,0.00016249002,0.000090469715,0.00048561726,0.0000053800095],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007344365,0.00053146324,0.0057651587,0.00012698678,0.0012920555,0.00080935005,0.0010847118,0.000024885194,0.2846753,0.00018104407,0.0007004,0.6974643],"study_design_scores_gemma":[0.082442574,0.033727393,0.42191795,0.002008574,0.009245403,0.058803197,0.009449125,0.022382073,0.3510974,0.00031464463,0.0074235387,0.0011881419],"about_ca_topic_score_codex":0.0000686792,"about_ca_topic_score_gemma":0.0000013291118,"teacher_disagreement_score":0.6962761,"about_ca_system_score_codex":0.000028933715,"about_ca_system_score_gemma":0.000035288092,"threshold_uncertainty_score":0.47097185},"labels":[],"label_agreement":null},{"id":"W2095716399","doi":"10.1002/ppul.23003","title":"Neck circumference percentile: A screening tool for pediatric obstructive sleep apnea","year":2014,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada; Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Percentile; Waist; Body mass index; Polysomnography; Obstructive sleep apnea; Population; Circumference; Pediatrics; Demography; Apnea; Internal medicine; Environmental health; Statistics","score_opus":0.02206254209027053,"score_gpt":0.28405077658580424,"score_spread":0.2619882344955337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095716399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91184974,0.0006117991,0.0825614,0.000798805,0.0008820506,0.0015163679,0.000052154643,0.00024819165,0.0014795127],"genre_scores_gemma":[0.9790218,0.00012632164,0.01584459,0.0002112626,0.003995562,0.00035017205,0.000087605586,0.00009639783,0.00026628046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99618673,0.0001893299,0.0006674507,0.0010861343,0.00053885276,0.0013314779],"domain_scores_gemma":[0.9971711,0.00081385626,0.00027279655,0.0007881257,0.0005803312,0.00037378725],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00054335094,0.00043810846,0.00078691053,0.00084797427,0.00028624848,0.000052509444,0.0004902369,0.0004548632,0.00029419258],"category_scores_gemma":[0.0022604796,0.00043220128,0.0003060445,0.0010079773,0.00017468625,0.00023302576,0.00027437415,0.000746928,0.0002492323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063272554,0.00025405994,0.8943273,0.00044905164,0.000118884374,0.00004335097,0.00021554479,0.000026538955,0.0006381705,0.0014035972,0.00068567006,0.10120511],"study_design_scores_gemma":[0.0053936583,0.0012330972,0.96365637,0.000005824123,0.0009841148,0.0003255757,0.00018773905,0.021488406,0.00023322886,0.001900985,0.0038480554,0.0007429688],"about_ca_topic_score_codex":0.000029999203,"about_ca_topic_score_gemma":0.0000028551003,"teacher_disagreement_score":0.100462146,"about_ca_system_score_codex":0.00017856393,"about_ca_system_score_gemma":0.000115002586,"threshold_uncertainty_score":0.99981296},"labels":[],"label_agreement":null},{"id":"W2095814706","doi":"10.1155/2014/985258","title":"Cardiovascular Complications of Sleep Apnea: Role of Oxidative Stress","year":2014,"lang":"en","type":"review","venue":"Oxidative Medicine and Cellular Longevity","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Providence Health Care; University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Oxidative stress; Obstructive sleep apnea; Hypoxia (environmental); Intermittent hypoxia; Medicine; Sleep apnea; Pathophysiology; Disease; Apnea; Cardiology; Internal medicine; Endothelial dysfunction; Reactive oxygen species; Bioinformatics; Endocrinology; Oxygen; Biology; Chemistry; Biochemistry","score_opus":0.04425121124167688,"score_gpt":0.3284803831101956,"score_spread":0.28422917186851876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095814706","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007534815,0.98499644,0.006258331,0.00006483936,0.00008097862,0.002138564,0.00024455818,0.00002632895,0.005436491],"genre_scores_gemma":[0.016110225,0.9814179,0.0007617403,0.000016002188,0.00033954612,0.00016323519,0.0009967694,0.00010216706,0.000092431],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952097,0.00094942265,0.0012971307,0.0009181584,0.0011826075,0.0004429762],"domain_scores_gemma":[0.99535835,0.0007904034,0.0009606153,0.0016022025,0.00090927543,0.0003791839],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013320526,0.00068916363,0.0055440483,0.0006185574,0.00010234686,0.000007053102,0.00041854964,0.00039355425,0.00021200647],"category_scores_gemma":[0.0008384782,0.00049839553,0.0010423438,0.0008789295,0.0018972529,0.00008385454,0.00032806155,0.0008862356,0.000022676833],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035324883,0.0003108612,0.00037667065,0.032461237,0.004482015,0.000022282173,0.00048737906,7.9118126e-7,0.001335734,0.0012020611,0.000038915343,0.95924675],"study_design_scores_gemma":[0.0033059597,0.0018244368,0.0006858901,0.023418896,0.020324863,0.00013047874,0.0021158739,0.00020967756,0.011989533,0.0003208361,0.93468535,0.0009881946],"about_ca_topic_score_codex":0.00021230459,"about_ca_topic_score_gemma":0.0000061135474,"teacher_disagreement_score":0.9582585,"about_ca_system_score_codex":0.00011668638,"about_ca_system_score_gemma":0.00012414288,"threshold_uncertainty_score":0.99974674},"labels":[],"label_agreement":null},{"id":"W2096237759","doi":"10.1183/13993003/erj.42.suppl_57.p4001","title":"Efficacy of an oral appliance for the treatment of obstructive sleep apnea in a Brazilian population","year":2013,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Polysomnogram; Obstructive sleep apnea; Epworth Sleepiness Scale; Population; Prospective cohort study; Internal medicine; Polysomnography; Physical therapy; Apnea","score_opus":0.04123129912581904,"score_gpt":0.33029711507682835,"score_spread":0.28906581595100933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096237759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997255,0.00038402242,0.0005460766,0.000082857674,0.00011581989,0.0011677869,0.000010369843,0.000009020774,0.00042900938],"genre_scores_gemma":[0.99797523,0.000008734962,0.0015890719,0.000048535956,0.00028023732,0.000022106575,0.000005087285,0.000040346302,0.0000306262],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982303,0.00038873282,0.00056225935,0.00020632963,0.0003470601,0.00026534518],"domain_scores_gemma":[0.9986878,0.00018090592,0.0002994097,0.00035968336,0.00031002797,0.00016216516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058524846,0.00015068045,0.0003155308,0.00020389332,0.0001000062,0.000026626285,0.00020034438,0.000035280016,0.00011623688],"category_scores_gemma":[0.00018032125,0.00009740622,0.00015085391,0.00024047177,0.0001632359,0.00018844467,0.000021711954,0.00020784815,0.000015999478],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012381129,0.0008812926,0.10664181,0.000043429663,0.00017670938,0.000045888624,0.0010728947,0.0002842588,0.022510037,0.00009026224,0.000024422106,0.86699086],"study_design_scores_gemma":[0.00602994,0.0023155503,0.98311996,0.000033947625,0.000054140575,0.000040693983,0.00044160578,0.0013749998,0.004781216,0.00006937649,0.0016526523,0.0000858904],"about_ca_topic_score_codex":0.000046336318,"about_ca_topic_score_gemma":0.00001533409,"teacher_disagreement_score":0.8764782,"about_ca_system_score_codex":0.00017321388,"about_ca_system_score_gemma":0.00002990537,"threshold_uncertainty_score":0.39721102},"labels":[],"label_agreement":null},{"id":"W2096306751","doi":"10.1371/journal.pmed.1001762","title":"Effect of Treatment of Obstructive Sleep Apnea on Depressive Symptoms: Systematic Review and Meta-Analysis","year":2014,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Calgary","funders":"","keywords":"Medicine; Meta-analysis; Continuous positive airway pressure; Obstructive sleep apnea; Randomized controlled trial; Internal medicine; Depression (economics); Strictly standardized mean difference; Clinical trial; Physical therapy","score_opus":0.06057341419588975,"score_gpt":0.3821785866876213,"score_spread":0.32160517249173154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096306751","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005513447,0.98769855,0.000023800754,0.00008061,0.00004126675,0.011454938,0.00015053451,0.000027464659,0.00046770807],"genre_scores_gemma":[0.0011880099,0.99611264,0.000028487773,0.000045622557,0.00009724593,0.0020195001,0.00021087109,0.00010009894,0.00019750946],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9921769,0.0026251834,0.0024819004,0.00095062057,0.0013553739,0.00041003176],"domain_scores_gemma":[0.98919594,0.00546877,0.0024784878,0.0019422178,0.0005404241,0.00037413827],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0012170399,0.0011028815,0.03396018,0.0012875567,0.00004320764,0.000004741086,0.00032987195,0.0003246778,0.0005112199],"category_scores_gemma":[0.003477204,0.0005112589,0.0035063722,0.0016612404,0.00063681474,0.000036679707,0.00008884013,0.00039547912,0.00002293945],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003485579,0.000115251576,0.000012964176,0.636504,0.3465604,0.00002365402,0.000060893897,1.8135574e-7,0.0000018139833,0.000022135333,0.0000038407793,0.016660027],"study_design_scores_gemma":[0.0011698059,0.008004341,0.0000037083562,0.113135725,0.87667716,0.00007351583,0.0000098479795,0.000029741983,0.000088313354,0.000002863866,0.00057757174,0.00022738885],"about_ca_topic_score_codex":0.000041643092,"about_ca_topic_score_gemma":0.0000019259978,"teacher_disagreement_score":0.5301168,"about_ca_system_score_codex":0.00039530094,"about_ca_system_score_gemma":0.000056733188,"threshold_uncertainty_score":0.9997339},"labels":[],"label_agreement":null},{"id":"W2097121287","doi":"10.1183/09031936.02.00216902","title":"Health-related quality of life in obstructive sleep apnoea","year":2002,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":329,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Sleep (system call); Quality of life (healthcare); Sleep quality; Intensive care medicine; Psychiatry; Insomnia; Nursing","score_opus":0.0903756810463441,"score_gpt":0.3360941213388373,"score_spread":0.24571844029249323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097121287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96809494,0.0039763073,0.00007642556,0.0009152402,0.00026689735,0.000298949,0.000008327717,0.000033198936,0.02632971],"genre_scores_gemma":[0.9984056,0.00004159498,0.00037126016,0.000706812,0.000253065,0.000001488422,0.0000012404686,0.000060293733,0.00015864371],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99386287,0.0027185392,0.0016926086,0.00032646235,0.00086279423,0.00053671363],"domain_scores_gemma":[0.99767554,0.00015037309,0.0007273839,0.00043445575,0.00034020978,0.00067204185],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036065152,0.00020771413,0.000715308,0.0005549566,0.00013936829,0.000029024357,0.0002801511,0.00006600029,0.0013602339],"category_scores_gemma":[0.0017307953,0.0001851578,0.00019865643,0.0006291972,0.00027917651,0.00018215216,0.000105780615,0.001431442,0.00029604475],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009831765,0.0009235601,0.78315336,0.0002822741,0.00042476377,0.0014820639,0.0034452928,0.00010570155,0.014044671,0.0006998772,0.0016828387,0.19277243],"study_design_scores_gemma":[0.00536145,0.0006344494,0.98987716,0.000120069235,0.000012051417,0.00024514875,0.0005140462,0.00014281401,0.00027962652,0.00006341893,0.002573728,0.00017603552],"about_ca_topic_score_codex":0.00002625648,"about_ca_topic_score_gemma":0.000009745032,"teacher_disagreement_score":0.20672381,"about_ca_system_score_codex":0.00032878196,"about_ca_system_score_gemma":0.000088936395,"threshold_uncertainty_score":0.99955267},"labels":[],"label_agreement":null},{"id":"W2097336809","doi":"10.1183/09031936.06.00077804","title":"Mandibular advancement and obstructive sleep apnoea: a method for determining effective mandibular protrusion","year":2006,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada); University of Calgary","funders":"Fondation pour la Recherche Médicale","keywords":"Medicine; Polysomnography; Oral appliance; Dentistry; Test (biology); Orthodontics; Obstructive sleep apnea; Anesthesia; Apnea","score_opus":0.017109482279817668,"score_gpt":0.31755554760965454,"score_spread":0.30044606532983686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097336809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78299314,0.001715097,0.20865569,0.00016159128,0.00031057477,0.0028614074,0.000024249377,0.000068541456,0.0032097343],"genre_scores_gemma":[0.87112236,0.000028128265,0.12480162,0.0005922166,0.0026188553,0.00022185838,0.000016557944,0.00026429474,0.00033411305],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967116,0.0009091384,0.0005838189,0.0005714095,0.00060944766,0.000614546],"domain_scores_gemma":[0.99837524,0.00022566994,0.00032322833,0.00031461625,0.00041995832,0.00034130082],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023002345,0.00033745222,0.00046781474,0.00038628894,0.0005812003,0.00013157878,0.00016986055,0.000072033836,0.00006951796],"category_scores_gemma":[0.00033726252,0.00028212223,0.0001794096,0.0002003156,0.00016439435,0.00025195972,0.0001773387,0.00066478585,0.0000194238],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030696532,0.00032049016,0.049689386,0.00044673152,0.0005267923,0.003299195,0.00059339893,0.00019095396,0.2580065,0.00079307036,0.00026525688,0.68279856],"study_design_scores_gemma":[0.025871243,0.007884192,0.71174324,0.00069512316,0.0006938288,0.004742273,0.000719421,0.0045113224,0.077308364,0.0018700081,0.16282769,0.0011332866],"about_ca_topic_score_codex":0.0000021290339,"about_ca_topic_score_gemma":0.0000013765382,"teacher_disagreement_score":0.6816653,"about_ca_system_score_codex":0.00030843253,"about_ca_system_score_gemma":0.00004072279,"threshold_uncertainty_score":0.9999631},"labels":[],"label_agreement":null},{"id":"W2097475078","doi":"10.1016/j.pcl.2011.03.013","title":"Update on Pediatric Sleep-Disordered Breathing","year":2011,"lang":"en","type":"review","venue":"Pediatric Clinics of North America","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Neurocognitive; Sleep disordered breathing; Obstructive sleep apnea; Intensive care medicine; Breathing; Sleep apnea; Pediatrics; Sleep (system call); Cardiology; Cognition; Psychiatry","score_opus":0.060920984303943645,"score_gpt":0.36917672920159517,"score_spread":0.3082557448976515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097475078","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001160739,0.99340075,0.000120058205,0.000034876546,0.0008345128,0.0020846373,0.0004964962,0.00015647849,0.0017114239],"genre_scores_gemma":[0.00023207399,0.99362546,0.0019316728,0.00011806253,0.002770056,0.00014479115,0.00073997397,0.00027996744,0.0001579387],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99310064,0.0004182547,0.0027229714,0.0014320354,0.0012372987,0.0010888203],"domain_scores_gemma":[0.9924618,0.0017691123,0.002583167,0.0019098474,0.0005605404,0.0007155097],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006223393,0.001062168,0.0046661473,0.0018921343,0.00013686757,0.000026890293,0.0010477949,0.0005867522,0.0005519317],"category_scores_gemma":[0.0020421443,0.0009013973,0.0019392198,0.0034502803,0.0002511406,0.000113967864,0.0005318977,0.002532207,0.0017868943],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011470887,0.00076759135,0.02226567,0.016452968,0.00035297783,0.00011584477,0.000049153747,0.00000159304,1.612525e-9,0.000012484267,0.0006477908,0.9592192],"study_design_scores_gemma":[0.001305199,0.0014803243,0.0027243432,0.00039113854,0.009736585,0.000062314684,0.000013810656,0.00003162934,3.4556308e-8,0.000029045483,0.9833088,0.0009167956],"about_ca_topic_score_codex":0.000068218826,"about_ca_topic_score_gemma":0.000005283962,"teacher_disagreement_score":0.982661,"about_ca_system_score_codex":0.0001983205,"about_ca_system_score_gemma":0.0008084894,"threshold_uncertainty_score":0.999769},"labels":[],"label_agreement":null},{"id":"W2097602401","doi":"10.1109/icmla.2005.41","title":"Integrating Knowledge-Driven and Data-Driven Approaches for the Derivation of Clinical Prediction Rules","year":2006,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Thompson Rivers University","funders":"","keywords":"Rule induction; Computer science; Rule-based system; Expert system; Data-driven; Data mining; Machine learning; Medical diagnosis; Artificial intelligence; Medicine","score_opus":0.18712332611993593,"score_gpt":0.411524450068447,"score_spread":0.22440112394851108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097602401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.809801,0.00033577543,0.18050866,0.0009993112,0.00016408275,0.0014582687,0.000119351185,0.00006010037,0.0065534497],"genre_scores_gemma":[0.96394515,0.000016097154,0.03505025,0.000009949472,0.00045211785,0.000036522048,0.0002964741,0.00001328241,0.00018012636],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99893475,0.00007061263,0.0004273431,0.00027023567,0.00016882224,0.00012823039],"domain_scores_gemma":[0.99842554,0.000871496,0.00010204385,0.0003823004,0.00017923446,0.000039399587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072536577,0.00008009382,0.00021384677,0.000056117897,0.00008336744,0.000016711578,0.00014524144,0.00007833907,0.000018445608],"category_scores_gemma":[0.0008189098,0.000047122026,0.00004934348,0.00009444763,0.00024972312,0.00012563118,0.00015270499,0.00016066596,0.0000025653328],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030215047,0.00041597715,0.51947,0.00025281924,0.00026081546,5.8584783e-7,0.0002301468,0.00005934811,0.003061515,0.0214408,0.0018918586,0.452614],"study_design_scores_gemma":[0.0011867473,0.00020004973,0.35784173,0.00002792457,0.00011017231,0.000005565709,0.0006632707,0.6374567,0.00092085515,0.00034458772,0.0011992997,0.000043111246],"about_ca_topic_score_codex":0.00007036974,"about_ca_topic_score_gemma":0.000116396106,"teacher_disagreement_score":0.63739735,"about_ca_system_score_codex":0.000019384506,"about_ca_system_score_gemma":0.00003956351,"threshold_uncertainty_score":0.19215806},"labels":[],"label_agreement":null},{"id":"W2097603618","doi":"10.1212/wnl.84.14_supplement.p7.317","title":"An Ambulatory Treatment Pathway Expedites the Diagnosis and Treatment of Sleep Apnea after Cerebrovascular Events (P7.317)","year":2015,"lang":"en","type":"article","venue":"Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Ambulatory; Sleep apnea; Apnea; Sleep (system call); Cardiology; Anesthesia; Internal medicine","score_opus":0.03536816928143741,"score_gpt":0.297738019482534,"score_spread":0.26236985020109654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097603618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961156,0.0014447713,0.000012428221,0.0012209441,0.0002327432,0.0008290165,0.000019529525,0.000031166932,0.00009379008],"genre_scores_gemma":[0.9985527,0.00016710702,0.00006499215,0.00029134468,0.00027797022,0.00057074346,0.000016571445,0.00003604621,0.000022572733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982812,0.00035645082,0.00023502528,0.00044337419,0.00033109228,0.00035288182],"domain_scores_gemma":[0.99860996,0.00018395351,0.000067832545,0.0007051614,0.0001296172,0.00030347935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012820921,0.00023328519,0.00041601883,0.0001269973,0.000048898,0.000007754529,0.000100064375,0.00013499067,0.00010210623],"category_scores_gemma":[0.000052677024,0.00014083528,0.00012842719,0.00011269955,0.00027316427,0.0000679147,0.000051256968,0.00010691198,0.00002731295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011723775,0.0012654435,0.9342793,0.000010518913,0.00031266824,0.00016503985,0.0013613057,0.000010830596,0.00089571404,0.0000307724,0.000012714744,0.060483266],"study_design_scores_gemma":[0.007264999,0.029335529,0.93684846,0.0000039049214,0.00030767493,0.00017833314,0.0001342268,0.0008176518,0.013469168,0.00012084286,0.011357194,0.00016200097],"about_ca_topic_score_codex":0.00020748051,"about_ca_topic_score_gemma":0.000087411856,"teacher_disagreement_score":0.060321264,"about_ca_system_score_codex":0.00009318427,"about_ca_system_score_gemma":0.000041806605,"threshold_uncertainty_score":0.5743096},"labels":[],"label_agreement":null},{"id":"W2097688706","doi":"10.1371/journal.pmed.1001599","title":"Obstructive Sleep Apnea and Risk of Cardiovascular Events and All-Cause Mortality: A Decade-Long Historical Cohort Study","year":2014,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":421,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Mount Sinai Hospital; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Women's College Hospital; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; ResMed; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Hazard ratio; Obstructive sleep apnea; Polysomnography; Proportional hazards model; Stroke (engine); Internal medicine; Myocardial infarction; Sleep apnea; Heart failure; Cohort; Cohort study; Risk factor; Sleep study; Cardiology; Apnea; Confidence interval","score_opus":0.038667923398060015,"score_gpt":0.3064740395811595,"score_spread":0.26780611618309946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097688706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99295884,0.0034038338,0.0007900351,0.00021778552,0.0002175004,0.0018720888,0.000007219409,0.000048945643,0.00048374277],"genre_scores_gemma":[0.9985437,0.00062289846,0.00022614362,0.000032472457,0.00036355248,0.00008870934,0.000012034887,0.000050803243,0.000059676047],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995972,0.0005209622,0.0005831999,0.0007480151,0.001764353,0.00041148486],"domain_scores_gemma":[0.99764264,0.00039690855,0.00018965687,0.00087203184,0.00037605755,0.0005227192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016880252,0.00031675893,0.0013580688,0.00030310237,0.00009458882,0.000005568543,0.00014443042,0.00013884563,0.000047755664],"category_scores_gemma":[0.002660206,0.0002412207,0.00012534088,0.00033032094,0.0004272506,0.00009873928,0.00019897496,0.0005632476,0.000004316975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018294419,0.00043424548,0.9649283,0.00022146772,0.02005925,0.00010732582,0.0012062956,0.000002510084,0.0004766546,0.000030334551,0.000024415058,0.012326224],"study_design_scores_gemma":[0.0059836847,0.0016142834,0.9729847,0.00008688975,0.01616095,0.00008722097,0.00073899305,0.0013984867,0.00032074229,0.00014118671,0.00029239777,0.0001904814],"about_ca_topic_score_codex":0.0012448288,"about_ca_topic_score_gemma":0.000039786784,"teacher_disagreement_score":0.012135742,"about_ca_system_score_codex":0.0002974999,"about_ca_system_score_gemma":0.000018566276,"threshold_uncertainty_score":0.98366946},"labels":[],"label_agreement":null},{"id":"W2097880309","doi":"10.1164/ajrccm.165.2.2010008","title":"Measurement Properties of the Calgary Sleep Apnea Quality of Life Index","year":2002,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Quality of life (healthcare); Epworth Sleepiness Scale; Sleep apnea; Physical therapy; Apnea; Continuous positive airway pressure; Index (typography); Obstructive sleep apnea; Internal medicine; Polysomnography","score_opus":0.10050067344518236,"score_gpt":0.33168220367315343,"score_spread":0.23118153022797105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097880309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97081864,0.02451786,0.00030767,0.0034247085,0.00014694397,0.00017629552,0.0000024140365,0.000004464559,0.0006009951],"genre_scores_gemma":[0.9985429,0.000028025712,0.00004882673,0.0011257719,0.00023480924,0.0000029440544,6.264952e-8,0.000013801301,0.000002835574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99628615,0.0005752894,0.0009483501,0.00015607529,0.0018020794,0.00023203072],"domain_scores_gemma":[0.99649596,0.00015840482,0.00036364663,0.0003088635,0.0022732925,0.00039982883],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013157335,0.00014992575,0.00084564416,0.00016241988,0.00006612487,0.0000038695807,0.00019476471,0.000049635022,0.00009659912],"category_scores_gemma":[0.0068661356,0.00008090708,0.00015392662,0.00037204465,0.0040249918,0.00006833207,0.000069162685,0.00053017994,5.6048776e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023389738,0.00047650174,0.55436754,0.0025784958,0.0004029214,0.00006683332,0.00442352,0.0000025278891,0.15055318,0.0007842495,0.00013485226,0.28387043],"study_design_scores_gemma":[0.010395239,0.025251957,0.8378034,0.0032669113,0.0009924294,0.0002801426,0.065665364,0.0002483941,0.053525466,0.0001098431,0.0020145085,0.00044633145],"about_ca_topic_score_codex":0.00006498836,"about_ca_topic_score_gemma":0.000005548504,"teacher_disagreement_score":0.28343588,"about_ca_system_score_codex":0.00008274848,"about_ca_system_score_gemma":0.00010199916,"threshold_uncertainty_score":0.9986855},"labels":[],"label_agreement":null},{"id":"W2098014621","doi":"10.1378/chest.120.1.151","title":"Impact of Menopause on the Prevalence and Severity of Sleep Apnea","year":2001,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":225,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Body mass index; Polysomnography; Sleep apnea; Obstructive sleep apnea; Apnea; Menopause; Apnea–hypopnea index; Anthropometry; Obesity; Obstetrics; Internal medicine","score_opus":0.030522733550172657,"score_gpt":0.3294599892102203,"score_spread":0.29893725566004764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098014621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974165,0.00027871228,0.00006356868,0.000510184,0.000032711432,0.00014067252,0.000006546537,0.0000033448719,0.0015477822],"genre_scores_gemma":[0.9994088,0.00022883792,0.00014235922,0.00001912211,0.00009408369,0.000001226678,2.902608e-7,0.00000903619,0.000096241456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990571,0.00008004137,0.00020622763,0.000092898576,0.0003836155,0.0001801022],"domain_scores_gemma":[0.9991369,0.00016047273,0.00013541893,0.00021210917,0.00020617651,0.00014892055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005340937,0.00008441796,0.0001892744,0.00008053802,0.000058600126,0.000011197232,0.00012195829,0.00003928422,0.0005423953],"category_scores_gemma":[0.0004226508,0.000046629586,0.000072585644,0.0001582333,0.00023700319,0.00006799227,0.00004188857,0.00039552193,0.000004612029],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006715448,0.0002708276,0.9339893,0.00023038879,0.00022778042,0.00007309263,0.0005218622,0.0000047253575,0.04736952,0.00005655298,0.00008412464,0.016500268],"study_design_scores_gemma":[0.0008123355,0.0010112331,0.9876069,0.00006606809,0.000057536003,0.0009094331,0.00007903382,0.00025027126,0.008939732,0.00015627005,0.00006971495,0.000041487132],"about_ca_topic_score_codex":0.0000112109365,"about_ca_topic_score_gemma":6.118645e-7,"teacher_disagreement_score":0.053617574,"about_ca_system_score_codex":0.000076325756,"about_ca_system_score_gemma":0.000042885873,"threshold_uncertainty_score":0.5938848},"labels":[],"label_agreement":null},{"id":"W2098086802","doi":"10.14219/jada.2013.26","title":"Diagnostic capability of questionnaires and clinical examinations to assess sleep-disordered breathing in children","year":2014,"lang":"en","type":"review","venue":"The Journal of the American Dental Association","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sleep disordered breathing; Medicine; Breathing; Sleep (system call); Medical physics; Psychology; Physical therapy; Obstructive sleep apnea; Psychiatry; Internal medicine; Computer science","score_opus":0.031462789209627064,"score_gpt":0.3967415662333982,"score_spread":0.3652787770237711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098086802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83842576,0.15951996,0.000103344646,0.0005788877,0.00021803551,0.0011010992,0.00002567284,0.000005257316,0.000021959946],"genre_scores_gemma":[0.58389366,0.41564912,0.00013700286,0.000048184436,0.00021579336,0.000009157588,0.000005269807,0.000023973915,0.000017821108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99467975,0.0030307223,0.0011696973,0.00015081835,0.0007785559,0.00019044986],"domain_scores_gemma":[0.99042994,0.0059875534,0.002867407,0.00030194633,0.0003106914,0.00010247444],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0050593815,0.00017789289,0.0014257105,0.00023047437,0.00008170199,0.000021118623,0.0003963997,0.00009723042,0.0000046254177],"category_scores_gemma":[0.019419054,0.00010055837,0.00038982954,0.0006625349,0.0002642923,0.000075109965,0.00020626184,0.00091976416,0.000003472782],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022017222,0.00016393622,0.634522,0.00025787586,0.00036378275,0.0000010964169,0.000116040064,0.0000036482882,0.0000026716252,0.000004702822,0.00003004022,0.36451218],"study_design_scores_gemma":[0.00043128684,0.00035371285,0.9943537,0.0025171533,0.0014691328,0.00019666557,0.0001582514,0.000026712794,0.000003056284,0.000050552964,0.00035217998,0.000087563],"about_ca_topic_score_codex":0.0005450276,"about_ca_topic_score_gemma":0.00015876631,"teacher_disagreement_score":0.36442462,"about_ca_system_score_codex":0.0011095001,"about_ca_system_score_gemma":0.00013146512,"threshold_uncertainty_score":0.9888408},"labels":[],"label_agreement":null},{"id":"W2098228723","doi":"10.1186/1465-9921-10-74","title":"Corticomotor control of the genioglossus in awake OSAS patients: a transcranial magnetic stimulation study","year":2009,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research; China Medical University","keywords":"Transcranial magnetic stimulation; Genioglossus; Physical medicine and rehabilitation; Medicine; Stimulation; Neuroscience; Psychology; Internal medicine; Electromyography","score_opus":0.05173966121688959,"score_gpt":0.37487766369968295,"score_spread":0.32313800248279334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098228723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939045,0.00021869375,0.000033802986,0.00032678954,0.000069681955,0.0046928776,0.000018052113,0.000018392408,0.00071724795],"genre_scores_gemma":[0.9995947,0.0000018441201,0.000018685505,0.000110073845,0.00010741181,0.00007926944,0.0000020206846,0.000024278645,0.00006174858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944438,0.0014319767,0.0006230977,0.0004279853,0.0024226708,0.0006505203],"domain_scores_gemma":[0.9976199,0.00035069656,0.00007166966,0.00075398217,0.0010071376,0.0001966153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020175884,0.00016671258,0.00040127817,0.0005766675,0.00014577378,0.000028752731,0.0003787766,0.000108323984,0.00019342276],"category_scores_gemma":[0.0011699721,0.00012163702,0.0001257181,0.00143144,0.0003285089,0.00009626437,0.000060829534,0.00088800036,0.000030186768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014561135,0.0030039581,0.9061879,0.000047738933,0.000033685457,0.000053329135,0.0006020358,0.000034950986,0.04908812,0.00005545709,0.000022402233,0.0394143],"study_design_scores_gemma":[0.013566172,0.0059008184,0.9773064,0.000042440737,0.000034635155,0.0000015132028,0.00025262023,0.0010280912,0.0014648621,0.000077118704,0.0002309312,0.00009437777],"about_ca_topic_score_codex":0.00007936719,"about_ca_topic_score_gemma":0.000057224446,"teacher_disagreement_score":0.07111851,"about_ca_system_score_codex":0.00032868338,"about_ca_system_score_gemma":0.00024249645,"threshold_uncertainty_score":0.4960214},"labels":[],"label_agreement":null},{"id":"W2098334318","doi":"10.1097/aln.0b013e31825add60","title":"Obesity Hypoventilation Syndrome","year":2012,"lang":"en","type":"review","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Obesity hypoventilation syndrome; Hypoventilation; Positive airway pressure; Obstructive sleep apnea; Anesthesiology; Obesity; Intensive care medicine; Sleep apnea; Continuous positive airway pressure; Population; Anesthesia; Pediatrics; Internal medicine; Respiratory system","score_opus":0.08981917091183231,"score_gpt":0.36691457105409325,"score_spread":0.277095400142261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098334318","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037979865,0.9940877,0.0000050396534,0.000012835406,0.00019146317,0.000958812,0.000005045153,0.000068293906,0.00087285484],"genre_scores_gemma":[0.002298479,0.99603266,0.00019157171,0.00004607821,0.0002597423,0.000094156574,0.00026046566,0.000070507595,0.0007463183],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980595,0.000343046,0.00043115736,0.00041495255,0.00022546732,0.0005258368],"domain_scores_gemma":[0.99866974,0.0002490676,0.00020549203,0.0005925674,0.00007531425,0.00020779997],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003660165,0.0003300994,0.001889969,0.00031409218,0.000060110884,0.000007107281,0.00019245595,0.0006942632,0.00078817434],"category_scores_gemma":[0.00009920015,0.00024692932,0.00046353004,0.00027421158,0.00016264922,0.000056335157,0.000093229646,0.00061336375,0.0034192323],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001076138,0.0001279366,0.004120658,0.007738212,0.00017285641,0.0005077204,0.000009292228,7.999454e-9,6.911567e-7,0.00023176587,0.000027772805,0.9870523],"study_design_scores_gemma":[0.00015258956,0.00025857138,0.025458883,0.0009156709,0.001306409,0.009882033,0.0000033010776,6.9402466e-7,7.8124503e-7,0.000050244358,0.9617734,0.00019741505],"about_ca_topic_score_codex":0.000008051023,"about_ca_topic_score_gemma":7.677024e-7,"teacher_disagreement_score":0.9868549,"about_ca_system_score_codex":0.00018099658,"about_ca_system_score_gemma":0.00010374606,"threshold_uncertainty_score":0.9999983},"labels":[],"label_agreement":null},{"id":"W2098419095","doi":"10.1183/09031936.00070509","title":"Shift in sleep apnoea type in heart failure patients in the CANPAP trial","year":2010,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Université Laval; Dalhousie University; Toronto General Hospital; University of Toronto; University Health Network; University of Calgary; McGill University; University of British Columbia","funders":"Universität Regensburg; Université Laval; University of Alberta; McGill University; Johns Hopkins University; University of Toronto; Dalhousie University","keywords":"Medicine; Heart failure; Sleep (system call); Cardiology; Intensive care medicine; Pediatrics; Internal medicine","score_opus":0.026533655173854268,"score_gpt":0.3036132456604499,"score_spread":0.27707959048659564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098419095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99331176,0.00005685007,0.0000017863922,0.0012390357,0.0006860733,0.0006193367,0.0000022536544,0.000009682526,0.0040732347],"genre_scores_gemma":[0.9979198,0.0000019646513,0.000112024005,0.0010636378,0.00083692954,0.0000050604262,0.0000023316504,0.000043956814,0.0000142949375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99630344,0.0015608738,0.0006257901,0.00027076737,0.0007419604,0.00049718283],"domain_scores_gemma":[0.9990217,0.00013071486,0.00011526859,0.00039879011,0.00013353107,0.00019999155],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0038118886,0.00017546242,0.00027692306,0.0005999666,0.00008505369,0.00008875763,0.00040975073,0.0000802504,0.00032068556],"category_scores_gemma":[0.0012917201,0.0001232589,0.00008092327,0.0007074612,0.00012042091,0.00016590016,0.00009146002,0.0031604674,0.00022327756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00609433,0.000582765,0.97940606,0.000013058618,0.000013913535,0.001348264,0.0012064102,0.000008814148,0.0034454525,0.000069807014,0.0012885544,0.006522595],"study_design_scores_gemma":[0.03238663,0.0008985098,0.91343516,0.00004186327,0.000006454387,0.000052824187,0.00024068497,0.000011523594,0.00009330175,0.00002995186,0.052682173,0.000120948505],"about_ca_topic_score_codex":0.000030800868,"about_ca_topic_score_gemma":0.0012117348,"teacher_disagreement_score":0.065970905,"about_ca_system_score_codex":0.00013751828,"about_ca_system_score_gemma":0.000136127,"threshold_uncertainty_score":0.9991393},"labels":[],"label_agreement":null},{"id":"W2098918668","doi":"10.1109/nafips.2007.383855","title":"A Multi-factor Model for the Assessment of Depression Associated with Obstructive Sleep Apnea: A Fuzzy Logic Approach","year":2007,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Anhedonia; Depression (economics); Obstructive sleep apnea; Mood; Sleep apnea; Medicine; Sleep (system call); Depressive symptoms; Physical therapy; Psychology; Psychiatry; Clinical psychology; Internal medicine; Computer science; Cognition","score_opus":0.06354929088472197,"score_gpt":0.3565348839842709,"score_spread":0.29298559309954897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098918668","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19198155,0.000059553364,0.8006061,0.000096762495,0.00004515975,0.0022316226,0.000043811087,0.000060881543,0.004874586],"genre_scores_gemma":[0.8210597,0.0000016236137,0.17826085,0.00006254148,0.000036211248,0.00013487332,0.000032524575,0.000038260594,0.0003734483],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977647,0.000057608708,0.00037122043,0.00045560318,0.000798041,0.0005527986],"domain_scores_gemma":[0.997706,0.00070177595,0.00021287732,0.00047450402,0.0007303969,0.00017443972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074691273,0.00024394921,0.00044206632,0.00015731543,0.00015937182,0.000016954635,0.00022845967,0.00017472109,0.00003603867],"category_scores_gemma":[0.00042680578,0.00012662691,0.00015394535,0.0003876069,0.00026817684,0.00010430111,0.00011099783,0.0003997803,0.0000010550418],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005380599,0.0070382315,0.7274556,0.0006558258,0.0055125835,0.000046871704,0.0039177467,0.014027918,0.12818173,0.008882214,0.00009913566,0.09880155],"study_design_scores_gemma":[0.0038654304,0.00026079654,0.34140152,0.000018002913,0.0001435675,0.0000094663465,0.0009504728,0.65018284,0.0029343043,0.00011398113,0.0000029645516,0.000116679985],"about_ca_topic_score_codex":0.000030454892,"about_ca_topic_score_gemma":0.000040500632,"teacher_disagreement_score":0.6361549,"about_ca_system_score_codex":0.00031109474,"about_ca_system_score_gemma":0.00008535627,"threshold_uncertainty_score":0.5163695},"labels":[],"label_agreement":null},{"id":"W2098933452","doi":"10.1503/cmaj.130952","title":"Diagnostic accuracy of level 3 portable sleep tests versus level 1 polysomnography for sleep-disordered breathing: a systematic review and meta-analysis","year":2013,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":228,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Institute for Health and Care Research; University of Alberta","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Meta-analysis; Receiver operating characteristic; Sleep apnea; Population; Apnea–hypopnea index; Sleep study; Diagnostic accuracy; Hypopnea; Logistic regression; Physical therapy; Apnea; Internal medicine","score_opus":0.13083410019561595,"score_gpt":0.38047386345993395,"score_spread":0.249639763264318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098933452","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000058373753,0.9887413,0.00032011603,0.003868577,0.00022258388,0.0051652263,0.0015474595,0.0000146200655,0.000114281545],"genre_scores_gemma":[0.00014242479,0.9959018,0.0007775005,0.0010065471,0.00027116077,0.0010204291,0.00031852766,0.000093553295,0.00046802452],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99151593,0.0010643636,0.0029473582,0.0005884668,0.0028536045,0.0010302656],"domain_scores_gemma":[0.9810915,0.009794967,0.003146693,0.0006323526,0.0023521897,0.0029822828],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0052661197,0.00067521323,0.009762123,0.0018355439,0.00030262468,0.00015536032,0.0006279192,0.0009819921,0.0037603807],"category_scores_gemma":[0.08124363,0.00047829124,0.004285554,0.0022438548,0.00013285817,0.00023645998,0.00006928978,0.0018378579,0.0000471014],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000809586,0.00011394711,0.00022914476,0.53296846,0.4034321,0.00021684704,0.000075134056,3.1396397e-7,5.870613e-8,0.00006986746,0.0058174226,0.057068598],"study_design_scores_gemma":[0.0014278606,0.00017624885,0.00015439843,0.019880315,0.921271,0.00054787914,0.00009938573,0.000055821678,1.3200416e-7,0.000026269307,0.055889584,0.00047105466],"about_ca_topic_score_codex":0.0027966835,"about_ca_topic_score_gemma":0.0059116213,"teacher_disagreement_score":0.51783895,"about_ca_system_score_codex":0.0013325446,"about_ca_system_score_gemma":0.0030010727,"threshold_uncertainty_score":0.9997669},"labels":[],"label_agreement":null},{"id":"W2099006928","doi":"10.1097/aln.0b013e3181914c08","title":"Concerns about the Validation of the Berlin Questionnaire and American Society of Anesthesiologist Checklist as Screening Tools for Obstructive Sleep Apnea in Surgical Patients","year":2008,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Checklist; Obstructive sleep apnea; Sleep apnea; American society of anesthesiologists; Intensive care medicine; General surgery; Family medicine; Medical emergency; Surgery; Anesthesia","score_opus":0.0409168763541369,"score_gpt":0.3197359083948105,"score_spread":0.2788190320406736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099006928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99820834,0.00018069203,0.000053327276,0.00055778614,0.000028803566,0.0008995253,0.0000119868755,0.0000112853095,0.000048223406],"genre_scores_gemma":[0.9988682,0.00007256351,0.0006816223,0.00017353003,0.000057343175,0.000076606535,0.00003254442,0.000017401331,0.000020154075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838394,0.00036214804,0.00042899456,0.0003089461,0.00023684687,0.00027913554],"domain_scores_gemma":[0.9979855,0.0009693881,0.0003366901,0.0003164101,0.00033724573,0.00005480137],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00039543057,0.00015899664,0.00049821765,0.000050875013,0.0001567627,0.00000534284,0.00020540734,0.000143525,0.000007807752],"category_scores_gemma":[0.00078983844,0.00009430042,0.00016755945,0.00029612705,0.0029888367,0.00008094149,0.000077582794,0.0002509954,8.5058525e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000588551,0.000099993624,0.9573332,0.0000485093,0.00004951686,0.0000081900125,0.0010651639,0.00003311387,0.00062048575,0.0003975777,0.000013939531,0.03974177],"study_design_scores_gemma":[0.0015368735,0.0009205479,0.98921084,0.000040255523,0.000034908997,0.00013540739,0.0009988735,0.00038986167,0.0060838126,0.00016473728,0.00039500082,0.00008886596],"about_ca_topic_score_codex":0.0005699372,"about_ca_topic_score_gemma":0.000012791716,"teacher_disagreement_score":0.039652906,"about_ca_system_score_codex":0.000053430813,"about_ca_system_score_gemma":0.00005807276,"threshold_uncertainty_score":0.99972445},"labels":[],"label_agreement":null},{"id":"W2099365715","doi":"","title":"Weighing the potential effectiveness of various treatments for sleep bruxism.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Sleep Bruxism; Number needed to treat; Placebo; Clinical trial; Adverse effect; Intensive care medicine; Physical therapy; Physical medicine and rehabilitation; Internal medicine; Alternative medicine; Electromyography","score_opus":0.017425041013821967,"score_gpt":0.2842365642326861,"score_spread":0.26681152321886414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099365715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9661298,0.00021698895,0.026271774,0.00021889507,0.00041207788,0.0042070886,0.000015927173,0.00003492119,0.0024925258],"genre_scores_gemma":[0.9981108,0.0000034154964,0.0004928737,0.000027733722,0.00018676875,0.00097071414,0.000013888645,0.000027144895,0.00016666457],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985916,0.00009299137,0.00020257302,0.00022502722,0.00037550085,0.0005123024],"domain_scores_gemma":[0.9987169,0.0006208466,0.0000691727,0.00028444457,0.00017432579,0.00013434676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016560538,0.00011841675,0.00024538903,0.000117387695,0.000097062984,0.000012608163,0.00013104368,0.00007272325,0.000010440324],"category_scores_gemma":[0.0003255808,0.000076979704,0.00014691969,0.00020699343,0.00012375748,0.00005639196,0.000054517735,0.00013277258,0.0000041780513],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00458351,0.00058210635,0.03628574,0.00036889908,0.0014218889,0.00007432104,0.0001620359,0.00002153008,0.012034887,0.0012088583,0.000026423584,0.9432298],"study_design_scores_gemma":[0.0040697446,0.00014729035,0.9463616,0.000010650744,0.0002791669,0.00002856124,0.000055992106,0.00021170541,0.04788491,0.0005979051,0.0002829676,0.00006947784],"about_ca_topic_score_codex":0.00007613653,"about_ca_topic_score_gemma":0.0000047061526,"teacher_disagreement_score":0.9431603,"about_ca_system_score_codex":0.00019421504,"about_ca_system_score_gemma":0.000014455997,"threshold_uncertainty_score":0.31391412},"labels":[],"label_agreement":null},{"id":"W2099394522","doi":"10.1186/1745-6215-15-358","title":"The effect of nocturnal wear of complete dentures on sleep and oral health related quality of life: study protocol for a randomized controlled trial","year":2014,"lang":"en","type":"article","venue":"Trials","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Université de Montréal; University of British Columbia; McGill University","funders":"Canadian Institutes of Health Research; Université de Montréal","keywords":"Edentulism; Medicine; Obstructive sleep apnea; Epworth Sleepiness Scale; Quality of life (healthcare); Polysomnography; Randomized controlled trial; Tooth wear; Physical therapy; Sleep apnea; Oral appliance; Craniofacial; Excessive daytime sleepiness; Dentistry; Sleep disorder; Oral health; Insomnia; Apnea; Internal medicine","score_opus":0.14309621905121123,"score_gpt":0.49728595312188223,"score_spread":0.354189734070671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099394522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52188855,0.000028200007,0.00008233118,0.00020889465,0.00010459187,0.4776223,0.000013180377,0.0000070417022,0.000044929977],"genre_scores_gemma":[0.83208746,0.0000010526581,0.00009687239,0.0000127819185,0.00012201106,0.16764435,0.0000023162013,0.000015518433,0.000017621636],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9720041,0.023145346,0.003484334,0.00024248862,0.0008691695,0.00025457062],"domain_scores_gemma":[0.95033646,0.04620315,0.0026620992,0.00037261384,0.00028883014,0.00013682201],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.076683275,0.00019345344,0.0063245143,0.00014364705,0.00009381994,0.0000127783205,0.0001422815,0.00008684792,0.00003575965],"category_scores_gemma":[0.08472925,0.00008725619,0.00069655565,0.00013058654,0.00037223136,0.000020386971,0.000041270534,0.00021026334,5.9934405e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98937035,0.0004410555,0.0008805902,0.000501443,0.0019454706,2.0916114e-7,0.00024864133,0.0000039107763,0.0034446819,0.0004739703,0.000031457857,0.0026582116],"study_design_scores_gemma":[0.9692767,0.024766902,0.001727927,0.000081230326,0.0004060606,6.1893786e-7,0.000071708295,0.0005218013,0.0027660439,0.00030054082,0.000023329707,0.000057139576],"about_ca_topic_score_codex":0.00020026046,"about_ca_topic_score_gemma":0.000021492579,"teacher_disagreement_score":0.31019893,"about_ca_system_score_codex":0.000032196116,"about_ca_system_score_gemma":0.00008905898,"threshold_uncertainty_score":0.95074886},"labels":[],"label_agreement":null},{"id":"W2099475104","doi":"10.1016/s1726-4901(09)70036-x","title":"Bibliometric Analysis of Obstructive Sleep Apnea Research Trends","year":2009,"lang":"en","type":"article","venue":"Journal of the Chinese Medical Association","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Citation; Subject (documents); Bibliometrics; Science Citation Index; Key (lock); Library science; Internal medicine; Computer science","score_opus":0.024088081121994988,"score_gpt":0.37930769830330446,"score_spread":0.35521961718130945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099475104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795165,0.00034113467,0.00018538814,0.016835865,0.00037834467,0.00010498292,0.000009123598,0.00000723719,0.0026213957],"genre_scores_gemma":[0.9985514,0.000048666006,0.00018656741,0.00015187396,0.00058749673,0.0000012437289,0.0000045132997,0.000010180912,0.00045803317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9899646,0.0007361291,0.0009485977,0.00017282015,0.007786828,0.00039101604],"domain_scores_gemma":[0.9936226,0.0014648116,0.0009726179,0.00033018654,0.0032611801,0.00034858115],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.008217579,0.00013806901,0.00081471057,0.070695244,0.0001234046,0.0000309835,0.00057656324,0.00029570458,0.00068743946],"category_scores_gemma":[0.031219443,0.0000750019,0.00077818276,0.27059174,0.00013793421,0.00018381567,0.00010771122,0.0016681302,0.0000069821326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026515083,0.00051544176,0.73131084,0.000015474669,0.0028047063,0.000034829493,0.00036013225,0.000041845986,0.0023968222,0.00007369881,0.0007380338,0.26144302],"study_design_scores_gemma":[0.0014574111,0.0004188783,0.9909337,0.000031482585,0.0008267278,0.000037183137,0.00008867143,0.0047064605,0.00050349586,0.00076964573,0.00016832608,0.000058003436],"about_ca_topic_score_codex":0.00002087052,"about_ca_topic_score_gemma":0.000011028315,"teacher_disagreement_score":0.261385,"about_ca_system_score_codex":0.0009940565,"about_ca_system_score_gemma":0.00015715587,"threshold_uncertainty_score":0.976941},"labels":[],"label_agreement":null},{"id":"W2099807787","doi":"10.1016/s1389-9457(02)00159-4","title":"Scoring arousals in the home environment","year":2002,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital; McGill University","funders":"","keywords":"Electroencephalography; Sleep (system call); Obstructive sleep apnea; Sleep Stages; Breathing; Polysomnography; Apnea; Audiology; Medicine; Psychology; Computer science; Anesthesia; Psychiatry","score_opus":0.045710180712029876,"score_gpt":0.28894120986098654,"score_spread":0.24323102914895667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099807787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9373133,0.0037091833,0.0002747462,0.026364801,0.00031037108,0.0010322685,0.0000023163288,0.000052617404,0.030940391],"genre_scores_gemma":[0.9971533,0.00028371793,0.00017816295,0.0011804525,0.0006014719,0.000058204205,0.0000075734174,0.000024945683,0.00051217515],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99777544,0.00012060755,0.0003276281,0.0003227306,0.000989536,0.0004640506],"domain_scores_gemma":[0.9989527,0.00020564292,0.000051199775,0.00061024004,0.000025149655,0.00015507666],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007708244,0.00017097565,0.00032975292,0.000245563,0.00006610361,0.000007943925,0.00024209046,0.000064597734,0.003708353],"category_scores_gemma":[0.00024397911,0.00010120385,0.00005172826,0.00037626104,0.00033180733,0.00006438435,0.00006308252,0.00048729745,0.00056234485],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032722403,0.0017228756,0.4466959,0.00036297273,0.00030663132,0.0033618466,0.015213755,0.00007153458,0.038249828,0.0031432752,0.006988761,0.4835554],"study_design_scores_gemma":[0.016592396,0.002834816,0.9122953,0.0004964469,0.00030066358,0.0008802412,0.0066622063,0.0075555015,0.001976441,0.0012126941,0.048623316,0.0005699658],"about_ca_topic_score_codex":0.000050308947,"about_ca_topic_score_gemma":0.0000053345757,"teacher_disagreement_score":0.48298544,"about_ca_system_score_codex":0.00016748959,"about_ca_system_score_gemma":0.0000034570896,"threshold_uncertainty_score":0.9972024},"labels":[],"label_agreement":null},{"id":"W2100259462","doi":"10.1152/japplphysiol.00639.2006","title":"The acute impact of continuous positive airway pressure on nasal resistance: a randomized controlled comparison","year":2006,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Continuous positive airway pressure; Anesthesia; Acoustic rhinometry; Crossover study; Airway resistance; Rhinomanometry; Confidence interval; Nasal cavity; Airway; Nose; Surgery; Obstructive sleep apnea; Internal medicine","score_opus":0.005337928732720681,"score_gpt":0.29955756025046787,"score_spread":0.2942196315177472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100259462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983819,0.00092069857,0.000098439676,0.00040972317,0.0001568938,0.0016685451,0.000023155702,0.000008395338,0.012895143],"genre_scores_gemma":[0.9989385,0.00004398986,0.00018047873,0.000039903207,0.00040456248,0.000037091853,0.000007983646,0.000022355947,0.00032510367],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9973517,0.0004243688,0.001134249,0.00017779725,0.0005470761,0.00036479096],"domain_scores_gemma":[0.9949789,0.0025263028,0.0014307135,0.00026520042,0.0006967046,0.00010219396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001115067,0.00022847072,0.0028160263,0.00016333658,0.00010835275,0.000015983454,0.00023309707,0.00014084773,0.000057418336],"category_scores_gemma":[0.00022973669,0.00011044069,0.00095909333,0.00015943397,0.00064498093,0.000031668922,0.000038890776,0.0006948892,0.0000063365146],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6694663,0.0003287095,0.0000721393,0.00001544689,0.004065232,0.000016762267,0.000116745716,0.00029323492,0.31944433,0.004271147,0.0016329195,0.00027705808],"study_design_scores_gemma":[0.8751057,0.003433627,0.05260203,0.00011706533,0.0025031918,0.00006320113,0.00029670852,0.0010219788,0.057418626,0.0068076653,0.00040199485,0.00022824238],"about_ca_topic_score_codex":0.000016933709,"about_ca_topic_score_gemma":0.000003167124,"teacher_disagreement_score":0.26202568,"about_ca_system_score_codex":0.000105076215,"about_ca_system_score_gemma":0.00013906651,"threshold_uncertainty_score":0.45036405},"labels":[],"label_agreement":null},{"id":"W2100479744","doi":"10.1093/bja/aes308","title":"Meta-analysis of the association between obstructive sleep apnoea and postoperative outcome","year":2012,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":447,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Meta-analysis; Perioperative; Polysomnography; Internal medicine; Myocardial infarction; Anesthesia; Apnea","score_opus":0.12441593062554024,"score_gpt":0.3629633085927731,"score_spread":0.23854737796723285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100479744","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051633907,0.99347234,0.000021998674,0.00022783753,0.00008478847,0.00064279005,0.0002193082,0.000004704381,0.00016282755],"genre_scores_gemma":[0.02165565,0.9771414,0.0005634233,0.000054547883,0.00022993193,0.000013291904,0.000028786748,0.00006464698,0.00024834127],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9948884,0.0012484746,0.0017969058,0.00028149466,0.0014056944,0.0003789817],"domain_scores_gemma":[0.994593,0.00050454284,0.003098147,0.00034871075,0.0011850738,0.00027049525],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002245731,0.00036831267,0.006558862,0.00070431764,0.00012795502,0.000080199294,0.00041949854,0.00040917302,0.00016635789],"category_scores_gemma":[0.00069130893,0.00024864057,0.0048095523,0.0014290994,0.00020594068,0.00024245199,0.00012293886,0.0014352709,0.0000043720343],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009651767,0.00006298666,0.027103791,0.0007528743,0.31261787,0.00009969583,0.000098113334,5.675711e-7,4.1987056e-7,0.000037371392,0.000015630292,0.659201],"study_design_scores_gemma":[0.0003564252,0.00016842007,0.13946542,0.00043199077,0.7999619,0.0011130279,0.000064279695,0.0000013762951,0.0000034336942,0.000017117944,0.05821263,0.00020394272],"about_ca_topic_score_codex":0.000100872,"about_ca_topic_score_gemma":0.000031302683,"teacher_disagreement_score":0.65899706,"about_ca_system_score_codex":0.0005765065,"about_ca_system_score_gemma":0.00015486189,"threshold_uncertainty_score":0.9999966},"labels":[],"label_agreement":null},{"id":"W2100660039","doi":"10.1016/j.jpsychores.2010.09.009","title":"Fatigue: The forgotten symptom of sleep apnea","year":2010,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dawson College; Université de Montréal; Canadian Sleep & Circadian Network; Mount Sinai Hospital; Jewish General Hospital; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Sleep apnea; Excessive daytime sleepiness; Apnea; Physical therapy; Obstructive sleep apnea; Medicine; Sleep disorder; Psychology; Respiratory disturbance index; Epworth Sleepiness Scale; Polysomnography; Psychiatry; Insomnia; Internal medicine","score_opus":0.07236005726210701,"score_gpt":0.4300749262147911,"score_spread":0.3577148689526841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100660039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976987,0.00027709012,0.0008471695,0.010635345,0.00061399705,0.00065333856,0.0000033026129,0.000007779518,0.009974964],"genre_scores_gemma":[0.9951322,0.0000391878,0.0037582968,0.000055241384,0.00065879634,0.000014655704,7.8783654e-7,0.00003645435,0.0003043529],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99453837,0.00042610252,0.0009831303,0.00018836478,0.0032758974,0.00058811205],"domain_scores_gemma":[0.9943815,0.001453697,0.00040506452,0.0009029217,0.0024806685,0.00037616963],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0058059166,0.00015124561,0.00051037216,0.0007684774,0.0001737505,0.00006351739,0.00094491016,0.00015013388,0.00086898153],"category_scores_gemma":[0.0028354253,0.00008501837,0.0002943277,0.0012222029,0.0008250211,0.00019689347,0.00013601143,0.0026422692,0.00007116683],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015236276,0.001598835,0.22301887,0.0010214908,0.001330931,0.00026009005,0.0037832824,0.000007943654,0.57817066,0.0056580445,0.012588929,0.17103732],"study_design_scores_gemma":[0.0113042025,0.0052707503,0.86329657,0.0008229571,0.0002966612,0.0036929494,0.0073141567,0.007876031,0.06451494,0.021153389,0.014042464,0.0004149526],"about_ca_topic_score_codex":0.000020585323,"about_ca_topic_score_gemma":0.0000069614475,"teacher_disagreement_score":0.6402777,"about_ca_system_score_codex":0.000072438015,"about_ca_system_score_gemma":0.0001936799,"threshold_uncertainty_score":0.9996587},"labels":[],"label_agreement":null},{"id":"W2100719474","doi":"10.1016/j.beem.2013.04.014","title":"Respiratory physiology and pulmonary complications in obesity","year":2013,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Endocrinology & Metabolism","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Respiratory system; Medicine; Obesity; Respiratory tract; Respiratory physiology; Physiology; Respiratory disease; Intensive care medicine; Lung; Internal medicine","score_opus":0.32632137467372657,"score_gpt":0.559490609401807,"score_spread":0.23316923472808038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100719474","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00214277,0.9799704,0.000004282403,0.0021708729,0.00045888158,0.005134672,0.000056563174,0.00008196648,0.00997962],"genre_scores_gemma":[0.00036544882,0.9934017,0.0016618149,0.0004666957,0.0012193077,0.002087496,0.000082163446,0.00015298049,0.00056238525],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97491,0.016157225,0.0027445843,0.0024905275,0.0013570042,0.002340654],"domain_scores_gemma":[0.9659321,0.027773123,0.00076580304,0.0025660535,0.001925514,0.0010374617],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.007368769,0.0007786657,0.0047929743,0.0019484381,0.0003991766,0.00009949121,0.0012083349,0.0014743453,0.00044951047],"category_scores_gemma":[0.04712503,0.0006469274,0.00069399114,0.0018050169,0.0046185423,0.0006241716,0.0025941317,0.013514749,0.003600107],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001915166,0.0039590853,0.00063292007,0.0037732879,0.0006385326,0.0012085227,0.000018046012,3.510615e-8,0.00005281867,0.0053081065,0.0004166865,0.9838005],"study_design_scores_gemma":[0.0014093219,0.00059081067,0.01237597,0.0010737322,0.0009955912,0.0016446214,0.00016815502,0.0000114310915,0.0000031608977,0.00071067933,0.9806052,0.00041134196],"about_ca_topic_score_codex":0.00065455143,"about_ca_topic_score_gemma":0.000033166725,"teacher_disagreement_score":0.9833891,"about_ca_system_score_codex":0.00033295734,"about_ca_system_score_gemma":0.0015769897,"threshold_uncertainty_score":0.99982196},"labels":[],"label_agreement":null},{"id":"W2100905560","doi":"10.1542/peds.113.1.e19","title":"Planning Adenotonsillectomy in Children With Obstructive Sleep Apnea: The Role of Overnight Oximetry","year":2004,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":392,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Tonsillectomy; Prospective cohort study; Severity of illness; Apnea; Pediatrics; Anesthesia; Internal medicine","score_opus":0.0070547141373158385,"score_gpt":0.2515852705812254,"score_spread":0.24453055644390953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100905560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99373925,0.0025290675,0.00041432257,0.00012949812,0.00004325234,0.00068418204,0.000018742367,0.000031465093,0.0024102037],"genre_scores_gemma":[0.99798965,0.000018903376,0.0016029621,0.000034745888,0.0002664262,0.000024829907,0.000013633399,0.00003630285,0.000012537725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822915,0.00005170868,0.00027405235,0.00031135895,0.00072761846,0.00040610996],"domain_scores_gemma":[0.9990442,0.00016185957,0.00013565297,0.00037617408,0.00016366187,0.00011844659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019974052,0.00018539366,0.00031042108,0.00037828457,0.00007969487,0.000015082772,0.00021784268,0.000113105685,0.00003192386],"category_scores_gemma":[0.00027763512,0.00012255725,0.00007032013,0.0013779064,0.0001898346,0.00010405924,0.000105224804,0.0006250312,0.000016332931],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001996301,0.0001337818,0.9942951,0.000022809278,0.00009841634,0.000026186071,0.00087385427,0.00045760072,0.00045828658,0.00041338318,0.000003582878,0.0030173548],"study_design_scores_gemma":[0.002952914,0.00027136385,0.98847294,0.000012272681,0.0001411536,0.00014357425,0.00090202334,0.00018104169,0.0060751922,0.0006539575,0.000043110136,0.00015046462],"about_ca_topic_score_codex":0.00021652566,"about_ca_topic_score_gemma":0.000010041313,"teacher_disagreement_score":0.0058221817,"about_ca_system_score_codex":0.00022286827,"about_ca_system_score_gemma":0.00010256648,"threshold_uncertainty_score":0.49977398},"labels":[],"label_agreement":null},{"id":"W2100932837","doi":"10.1007/s11325-010-0419-3","title":"Adeno-tonsillectomy and rapid maxillary distraction in pre-pubertal children, a pilot study","year":2010,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Tonsillectomy; Polysomnography; Otorhinolaryngology; Randomized controlled trial; Adenoidectomy; Obstructive sleep apnea; Neurosurgery; Neurology; Clinical trial; Dentistry; Pediatrics; Physical therapy; Orthodontics; Apnea; Surgery; Anesthesia; Internal medicine","score_opus":0.012351757635115708,"score_gpt":0.2776503993822283,"score_spread":0.2652986417471126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100932837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975456,0.00028897138,0.0000151974255,0.00029677505,0.0001311054,0.0008636089,0.000004984723,0.000044400575,0.0008093497],"genre_scores_gemma":[0.99944615,0.000025483308,0.0002310845,0.000037910737,0.00014248982,0.000027669035,0.000015253485,0.00002365764,0.00005029763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998738,0.00006129443,0.00020845962,0.0004042484,0.0002913368,0.00029664475],"domain_scores_gemma":[0.99942654,0.0000791834,0.00004307816,0.00022408037,0.000049173883,0.00017795886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034977446,0.00016717036,0.00024542474,0.00021518028,0.0001484999,0.00007195426,0.000056714733,0.00006904621,0.0000795471],"category_scores_gemma":[0.00014735443,0.00014114814,0.000024002447,0.00019781299,0.00011621523,0.00023265099,0.00009997159,0.00075575366,0.000004672722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043825345,0.0008345004,0.8801506,0.000035306013,0.00011724975,0.0002164267,0.0018994386,2.7520284e-7,0.032329038,0.000029910694,0.0000054978223,0.08394349],"study_design_scores_gemma":[0.003275628,0.0013428959,0.991677,0.000023755316,0.000073161216,0.0015602233,0.0005396916,0.0003624397,0.0009402906,0.00003586729,0.00002752081,0.00014151362],"about_ca_topic_score_codex":0.0009884842,"about_ca_topic_score_gemma":0.00044958983,"teacher_disagreement_score":0.11152641,"about_ca_system_score_codex":0.000034322136,"about_ca_system_score_gemma":0.000015979587,"threshold_uncertainty_score":0.57558537},"labels":[],"label_agreement":null},{"id":"W2100987784","doi":"10.1007/s11695-013-1006-z","title":"Predictive Performance of the STOP-Bang Score for Identifying Obstructive Sleep Apnea in Obese Patients","year":2013,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":229,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Morbidly obese; Body mass index; Polysomnography; Apnea; Sleep apnea; Internal medicine; Odds ratio; Obesity; Weight loss","score_opus":0.02837397745502144,"score_gpt":0.2650042843840211,"score_spread":0.2366303069289997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100987784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969103,0.00008389332,0.00009497131,0.000093690775,0.0005513897,0.0018784747,0.000037178612,0.000026448604,0.0003237027],"genre_scores_gemma":[0.99929637,0.000009158897,0.00018846891,0.00004528686,0.0000831744,0.00021387391,0.000028032937,0.000033031243,0.00010262563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786144,0.00012321418,0.00047594478,0.000376501,0.00065467437,0.0005081957],"domain_scores_gemma":[0.99786264,0.00061170047,0.00022265756,0.000482451,0.00069533696,0.00012520014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046286185,0.00019978717,0.0004966863,0.0003061357,0.00014250285,0.000022785109,0.00021420691,0.0001277476,0.000100160774],"category_scores_gemma":[0.0010371157,0.00015250173,0.00025291197,0.0005978919,0.0002665401,0.00045127052,0.00019216465,0.00035194468,0.000028143062],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022239488,0.0003012744,0.97893465,0.00045946875,0.000074090625,0.0000019233808,0.0005286851,0.000014093672,0.0013489221,0.000016238246,0.00012081787,0.017977461],"study_design_scores_gemma":[0.00093043887,0.00009684732,0.97830266,0.0002638727,0.00003824835,0.0000033783056,0.0003877013,0.0033981507,0.016258141,0.00017485836,0.000016237314,0.00012946187],"about_ca_topic_score_codex":0.00018366976,"about_ca_topic_score_gemma":0.000022386417,"teacher_disagreement_score":0.017848,"about_ca_system_score_codex":0.00028405467,"about_ca_system_score_gemma":0.000074666226,"threshold_uncertainty_score":0.62188405},"labels":[],"label_agreement":null},{"id":"W2101206864","doi":"10.1136/thx.2006.071183","title":"Alterations in upper airway cross-sectional area in response to lower body positive pressure in healthy subjects","year":2007,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto General Hospital; University of Toronto; Toronto Rehabilitation Institute","funders":"China Medical University Hospital; Canadian Institutes of Health Research; Toronto Rehabilitation Institute; Faculty of Medicine Siriraj Hospital, Mahidol University; Deutsche Forschungsgemeinschaft; ResMed; China Medical University; Heart and Stroke Foundation of Canada","keywords":"Medicine; Supine position; Expiration; Bioelectrical impedance analysis; Glottis; Anesthesia; Airway; Nuclear medicine; Body mass index; Surgery; Larynx; Internal medicine; Respiratory system","score_opus":0.023991264913048746,"score_gpt":0.3750700217341468,"score_spread":0.351078756821098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101206864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936478,0.000111012305,0.0002663653,0.0017901039,0.0001959966,0.0010671284,0.000038448412,0.00002354638,0.0028596048],"genre_scores_gemma":[0.997835,0.0000023143682,0.00041360132,0.0005054449,0.00011246612,0.0000603176,0.00002710765,0.000026273348,0.001017465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771833,0.00029527993,0.00043693895,0.00044248466,0.0005019653,0.00060499157],"domain_scores_gemma":[0.99872833,0.00050869875,0.000036973852,0.00028838712,0.00019619217,0.00024140086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022472593,0.00015414263,0.00025503684,0.001082299,0.00006154108,0.0000354044,0.00010951931,0.00015867896,0.00032018035],"category_scores_gemma":[0.00091416895,0.00015414655,0.000046885798,0.0010874824,0.00008912834,0.00016539043,0.000076894066,0.0006407245,0.00009749851],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.042085078,0.00055988645,0.92473286,0.000028620769,0.000017389977,0.00052913907,0.0014234118,0.0002407407,0.029570686,0.00020568489,0.000043961598,0.0005625327],"study_design_scores_gemma":[0.00249703,0.0008317376,0.990534,0.00007274078,0.0000035365736,0.000035735935,0.00014743359,0.0003543781,0.0049996832,0.000061333296,0.00033480045,0.0001275804],"about_ca_topic_score_codex":0.0005755448,"about_ca_topic_score_gemma":0.0027949775,"teacher_disagreement_score":0.06580114,"about_ca_system_score_codex":0.00062616414,"about_ca_system_score_gemma":0.00018964706,"threshold_uncertainty_score":0.62859136},"labels":[],"label_agreement":null},{"id":"W2101209873","doi":"10.1586/14779072.2014.969713","title":"The relationship between obstructive sleep apnea and atrial fibrillation in special patient populations","year":2014,"lang":"en","type":"review","venue":"Expert Review of Cardiovascular Therapy","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Atrial fibrillation; Cardiology; Internal medicine; Coronary artery disease; Heart failure; Context (archaeology); Stroke (engine); Cardioversion; Intensive care medicine","score_opus":0.0792125210204541,"score_gpt":0.3836967637984217,"score_spread":0.3044842427779676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101209873","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013029331,0.9938689,0.00021790016,0.0001313328,0.0005690264,0.004741973,0.000024361616,0.000019646133,0.00029656876],"genre_scores_gemma":[0.0002622755,0.9928951,0.00045484738,0.000017570474,0.005910016,0.0001310852,0.00023395663,0.00008704005,0.000008073762],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99405503,0.0020997436,0.0015965231,0.0006306447,0.0012461374,0.00037194105],"domain_scores_gemma":[0.99614483,0.0015003117,0.0005705904,0.0013484198,0.00028690766,0.00014894785],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019763776,0.00051619724,0.0038809064,0.00030642704,0.0002056989,0.00003605941,0.00022065018,0.00034418397,0.000028395392],"category_scores_gemma":[0.0018308632,0.00033222447,0.0039369557,0.00083032565,0.00026882207,0.00010198506,0.00010506569,0.0006386174,0.000016197511],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027472455,0.0000046524615,0.001469487,0.01056089,0.0019108728,0.000004219233,0.00009525031,0.0000027600654,3.3797047e-8,0.00034160036,0.000036191246,0.9855466],"study_design_scores_gemma":[0.00086912396,0.0001287411,0.0042681284,0.019738464,0.0011763957,0.000053908552,0.000021783057,0.0000057076627,5.607169e-7,0.00015634586,0.9732981,0.00028274924],"about_ca_topic_score_codex":0.000036860893,"about_ca_topic_score_gemma":0.0000021858266,"teacher_disagreement_score":0.9852638,"about_ca_system_score_codex":0.0003117877,"about_ca_system_score_gemma":0.00011949838,"threshold_uncertainty_score":0.999913},"labels":[],"label_agreement":null},{"id":"W2101363822","doi":"10.1186/1916-0216-42-50","title":"Quantifying respiratory complications post-adenotonsillectomy in patients with normal or inconclusive overnight oximetry","year":2013,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Complication; Pediatrics; Surgery","score_opus":0.03016591511863865,"score_gpt":0.30159138620578674,"score_spread":0.2714254710871481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101363822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978308,0.0004047153,0.000020528605,0.00089663774,0.00012151605,0.0004965988,0.0000061487167,0.000009966913,0.0002130685],"genre_scores_gemma":[0.9983528,0.000021108062,0.0004120621,0.0010603511,0.00008539301,0.0000159566,0.0000085663205,0.00002648389,0.000017246268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803305,0.00022294592,0.000699811,0.00022347376,0.0004209792,0.00039977062],"domain_scores_gemma":[0.9973103,0.00090561394,0.00037883417,0.00022040772,0.0008930189,0.00029181977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042390916,0.00018404779,0.00070021284,0.0009018091,0.00014024966,0.000026743943,0.00010507345,0.0001644015,0.00030966915],"category_scores_gemma":[0.00058263465,0.00012415322,0.000103906,0.00047404584,0.00025114004,0.00048956805,0.00009202308,0.000744605,0.000026715916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016833463,0.00040627806,0.993466,0.00008774887,0.00014600635,0.0003183257,0.00013412168,7.102008e-7,0.0023675866,0.000016133705,0.00021897187,0.0011547327],"study_design_scores_gemma":[0.003315428,0.001097552,0.99379796,0.00020186386,0.00003784561,0.0004688364,0.00006842877,0.000032524247,0.00043573882,0.0000082032,0.00040069415,0.00013491644],"about_ca_topic_score_codex":0.00008283645,"about_ca_topic_score_gemma":0.00006320817,"teacher_disagreement_score":0.0019318478,"about_ca_system_score_codex":0.0001389239,"about_ca_system_score_gemma":0.0002739541,"threshold_uncertainty_score":0.50628215},"labels":[],"label_agreement":null},{"id":"W2101834050","doi":"10.1183/09031936.00167308","title":"Sibutramine<i>versus</i>continuous positive airway pressure in obese obstructive sleep apnoea patients","year":2009,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Sibutramine; Blood pressure; Continuous positive airway pressure; Anesthesia; Cardiology; Heart rate; Body mass index; Internal medicine; Obstructive sleep apnea; Weight loss; Obesity","score_opus":0.015480090006070075,"score_gpt":0.27442308054231923,"score_spread":0.25894299053624914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101834050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9482661,0.0009487835,0.000102227554,0.00027462808,0.0006392875,0.00067511515,0.00003647375,0.00006640102,0.048991002],"genre_scores_gemma":[0.9973694,0.000016820924,0.00042997743,0.0008459127,0.000893862,0.0000032208648,0.000013666608,0.000086171225,0.00034094742],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9954057,0.0011580252,0.0008101137,0.0006019907,0.0011307165,0.00089345645],"domain_scores_gemma":[0.99750334,0.00013606486,0.00033872598,0.0005123676,0.0008401556,0.0006693213],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010656682,0.00042216576,0.00055930985,0.00060571334,0.00024965502,0.00014379679,0.00045958455,0.00012165114,0.00027475302],"category_scores_gemma":[0.0009383779,0.00037413315,0.0002465491,0.00057584763,0.00020819363,0.00049059826,0.00013055316,0.0019217471,0.0002539661],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011597756,0.003183473,0.44155994,0.00009389712,0.0009490331,0.011107579,0.0035684197,0.0002162839,0.029591488,0.0004567027,0.0025791586,0.49509627],"study_design_scores_gemma":[0.013048367,0.003733085,0.9675566,0.00016746213,0.000128128,0.00015240548,0.00036187115,0.000052425497,0.0034820682,0.000043030497,0.010887365,0.00038717123],"about_ca_topic_score_codex":0.000003237867,"about_ca_topic_score_gemma":0.000003856441,"teacher_disagreement_score":0.5259967,"about_ca_system_score_codex":0.00036789884,"about_ca_system_score_gemma":0.000094211224,"threshold_uncertainty_score":0.9998711},"labels":[],"label_agreement":null},{"id":"W2102317460","doi":"10.1186/rr71","title":"The neuropharmacology of upper airway motor control in the awake and asleep states: implications for obstructive sleep apnoea","year":2001,"lang":"en","type":"review","venue":"Respiratory Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Neurochemical; Neuropharmacology; Neuroscience; Sleep (system call); Muscle tone; Medicine; Pharyngeal muscles; Wakefulness; Airway; Psychology; Anesthesia; Electroencephalography","score_opus":0.14597454776911145,"score_gpt":0.4695596595070761,"score_spread":0.32358511173796467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102317460","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001966,0.98224616,0.0000858676,0.001692917,0.00014085429,0.012723273,0.00054934516,0.000022274111,0.00057329825],"genre_scores_gemma":[0.0029250006,0.98918384,0.000041940744,0.00028001342,0.000507734,0.0066427533,0.000043423213,0.00015324238,0.00022203488],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99116844,0.004164416,0.0011980311,0.00095348904,0.0011344985,0.0013810997],"domain_scores_gemma":[0.9811094,0.015364025,0.00033235183,0.0014064251,0.0014816441,0.000306156],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0064731347,0.0004809642,0.0016553041,0.0010092446,0.00066627556,0.00010346255,0.0012629388,0.00043377982,0.000047269812],"category_scores_gemma":[0.003222333,0.0002716749,0.00047786967,0.0019092214,0.0017576019,0.0000962424,0.00031863575,0.002645118,0.00003176187],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047999003,0.00024043465,0.0022740636,0.0051107635,0.0005457,0.00004256656,0.00015629161,0.0000011745719,0.00023186796,0.0015729449,0.00072792306,0.9886163],"study_design_scores_gemma":[0.002421783,0.0010969775,0.0052564386,0.00050268375,0.00038321794,0.000079268146,0.00046579953,0.00010711471,0.0000127794065,0.00033035243,0.98912644,0.00021711728],"about_ca_topic_score_codex":0.00003535895,"about_ca_topic_score_gemma":0.000025707412,"teacher_disagreement_score":0.98839915,"about_ca_system_score_codex":0.00048788523,"about_ca_system_score_gemma":0.00063552154,"threshold_uncertainty_score":0.99997354},"labels":[],"label_agreement":null},{"id":"W2102345044","doi":"10.1067/mod.2000.104831","title":"Effects of a mandibular repositioner on obstructive sleep apnea","year":2000,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Respiratory disturbance index; Polysomnography; Obstructive sleep apnea; Hyoid bone; Sleep apnea; Airway; Dentistry; Cephalometry; Apnea; Sleep disorder; Mandible (arthropod mouthpart); Orthodontics; Anesthesia; Surgery; Insomnia","score_opus":0.006998679678535362,"score_gpt":0.2716676504965944,"score_spread":0.26466897081805907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102345044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947705,0.0003724607,0.0030859527,0.00023042284,0.00017881239,0.00026182056,0.000009312868,0.00000940504,0.0010812794],"genre_scores_gemma":[0.99280965,0.00046785243,0.0060605854,0.00021645708,0.00027048608,0.0000030114954,0.0000032670937,0.00003286774,0.0001358293],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977042,0.00017415268,0.0006794064,0.00022722498,0.00091110554,0.00030387487],"domain_scores_gemma":[0.9981167,0.00023415618,0.0005382103,0.00021043072,0.00049999676,0.0004005317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040291413,0.00021399325,0.0007618003,0.0003164732,0.000091114525,0.000027947297,0.00010844489,0.00007426036,0.00007697496],"category_scores_gemma":[0.00030845116,0.0001722961,0.0002576733,0.00046167203,0.0006210638,0.00012013752,0.000036399062,0.0004661694,0.000005635811],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031799655,0.00047733076,0.34767956,0.00015246158,0.00070316304,0.0015973734,0.00082374323,0.000041840733,0.0033624321,0.00047695145,0.000023831812,0.64148134],"study_design_scores_gemma":[0.0066103754,0.013137395,0.95803136,0.00033736808,0.0014257578,0.0029244751,0.0007647593,0.00054754264,0.010271016,0.0001962601,0.005273839,0.00047988497],"about_ca_topic_score_codex":0.000027991466,"about_ca_topic_score_gemma":0.0000018420611,"teacher_disagreement_score":0.64100146,"about_ca_system_score_codex":0.000059906775,"about_ca_system_score_gemma":0.000065654865,"threshold_uncertainty_score":0.70260316},"labels":[],"label_agreement":null},{"id":"W2102740359","doi":"10.3389/fneur.2012.00126","title":"Obstructive Sleep Apnea and Type 2 Diabetes: Is There a Link?","year":2012,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":227,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Center for Research Resources; National Heart, Lung, and Blood Institute; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Georgia Clinical and Translational Science Alliance; National Institute on Aging; National Institutes of Health; University of Chicago","keywords":"Prediabetes; Medicine; Type 2 diabetes; Obstructive sleep apnea; Insulin resistance; Diabetes mellitus; Obesity; Overweight; Continuous positive airway pressure; Population; Impaired glucose tolerance; Internal medicine; Endocrinology; Environmental health","score_opus":0.013441435136507017,"score_gpt":0.2642508355742434,"score_spread":0.25080940043773636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102740359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98882526,0.0037522449,0.00021438715,0.0030820973,0.0017326428,0.00037998424,0.0000067838755,0.000035648773,0.0019709275],"genre_scores_gemma":[0.9955335,0.000063043684,0.002051984,0.0018523335,0.00032999043,0.000023711771,0.000005199001,0.000038678718,0.000101530284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845076,0.00015996923,0.00018830145,0.0003438642,0.00018456175,0.0006725467],"domain_scores_gemma":[0.9992624,0.000079589416,0.000049993494,0.00031279743,0.00007188334,0.0002233309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001902111,0.00017089276,0.0003756191,0.000271177,0.000045967812,0.000008412683,0.000114714516,0.00023432671,0.00014436869],"category_scores_gemma":[0.00022843423,0.00015489488,0.00004370565,0.00033469926,0.00036200613,0.000121536235,0.0001260294,0.00064091384,0.000039407307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035059798,0.000050757768,0.95774484,0.00003871777,0.00008522186,0.00003528421,0.00076936797,6.3038055e-7,0.0004084331,0.000073863586,0.0010726716,0.039369628],"study_design_scores_gemma":[0.0015443942,0.00062910566,0.9811845,0.0000053498093,0.000050479845,0.000055807574,0.00021176695,0.0022291767,0.00090887357,0.00070586475,0.012324734,0.00014996338],"about_ca_topic_score_codex":0.00000666609,"about_ca_topic_score_gemma":0.0000010390045,"teacher_disagreement_score":0.039219666,"about_ca_system_score_codex":0.00004162711,"about_ca_system_score_gemma":0.000014814638,"threshold_uncertainty_score":0.631643},"labels":[],"label_agreement":null},{"id":"W2104258475","doi":"10.1183/09031936.01.98103501","title":"Importance of sleep stage- and body position-dependence of sleep apnoea in determining benefits to auto-CPAP therapy","year":2001,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Continuous positive airway pressure; Medicine; Anesthesia; Body position; Sleep (system call); Positive airway pressure; Positive pressure; Epworth Sleepiness Scale; Breathing; Sleep Stages; Body mass index; Polysomnography; Internal medicine; Obstructive sleep apnea; Apnea; Physical medicine and rehabilitation","score_opus":0.03864714882109124,"score_gpt":0.3126859067791108,"score_spread":0.2740387579580196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104258475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99460256,0.0014404937,0.00026057567,0.00013903945,0.00009006846,0.0003121332,0.000009938373,0.000015378375,0.0031298327],"genre_scores_gemma":[0.99823153,0.00013437255,0.00085166685,0.000493084,0.00017834081,0.000002812149,9.4159395e-7,0.000054484455,0.00005277625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731994,0.0004253612,0.0008257387,0.0003281973,0.00070407003,0.00039669196],"domain_scores_gemma":[0.9984289,0.000102524966,0.0003721808,0.0003716123,0.00035821932,0.00036657823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017129214,0.00019927009,0.00040279605,0.0005384776,0.00009612902,0.000035128523,0.00027326302,0.000045028533,0.00021603172],"category_scores_gemma":[0.0003166476,0.00017820144,0.00008688201,0.00044555042,0.00013938623,0.00022755946,0.00011726247,0.0005806895,0.000015088566],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007123414,0.00014892765,0.7198479,0.000038096634,0.00006669252,0.001800515,0.0005798642,0.00013914942,0.1831138,0.00005554515,0.00001485116,0.09348228],"study_design_scores_gemma":[0.0029104233,0.0014735295,0.97922623,0.00023366048,0.00001641369,0.0005505437,0.00025564988,0.00030013215,0.013947583,0.000012587768,0.00090653147,0.00016671688],"about_ca_topic_score_codex":0.000005033255,"about_ca_topic_score_gemma":0.000011169822,"teacher_disagreement_score":0.25937828,"about_ca_system_score_codex":0.00009981252,"about_ca_system_score_gemma":0.00006706516,"threshold_uncertainty_score":0.72668445},"labels":[],"label_agreement":null},{"id":"W2105343416","doi":"10.1016/j.cjca.2015.04.020","title":"When to Suspect Sleep Apnea and What to Do About It","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Heart failure; Cheyne–Stokes respiration; Sleep apnea; Cardiology; Excessive daytime sleepiness; Continuous positive airway pressure; Internal medicine; Central sleep apnea; Apnea; Angina; Sleep disorder; Insomnia; Myocardial infarction","score_opus":0.05334095543829913,"score_gpt":0.3526239782908887,"score_spread":0.29928302285258956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105343416","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006457876,0.9892819,0.00031425856,0.0027292762,0.0015873594,0.00090931484,0.000052657044,0.000003957258,0.0050567244],"genre_scores_gemma":[0.0008427477,0.9934445,0.000510272,0.0006524003,0.004105106,0.000027088525,0.000017124437,0.000099691344,0.00030106865],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99704087,0.00050687627,0.00080277433,0.0004143995,0.00040072537,0.00083436456],"domain_scores_gemma":[0.9931776,0.00019424358,0.00024006808,0.00052940164,0.0010270453,0.0048316238],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015002268,0.00040301986,0.003490899,0.0017905952,0.00007298762,0.00018269649,0.00048553813,0.0004674546,0.00013512872],"category_scores_gemma":[0.0012399333,0.00032025916,0.00054664665,0.00040321064,0.00022025748,0.00017369534,0.000091427406,0.0011365712,0.00020767954],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003361734,9.9397e-7,0.0001675928,0.0008611585,0.00085207704,0.00193163,0.00028568367,0.0000058299606,4.522744e-7,0.00005948732,0.029210795,0.9665907],"study_design_scores_gemma":[0.00044281097,0.00074065855,0.00015754276,0.002977534,0.0008663527,0.008934873,0.00042285328,3.872943e-7,3.3121418e-7,0.00006783451,0.98513776,0.00025107514],"about_ca_topic_score_codex":0.00028904463,"about_ca_topic_score_gemma":0.0010224766,"teacher_disagreement_score":0.9663396,"about_ca_system_score_codex":0.0013441938,"about_ca_system_score_gemma":0.0028309003,"threshold_uncertainty_score":0.99992496},"labels":[],"label_agreement":null},{"id":"W2105524741","doi":"10.1016/s1043-1810(00)80004-4","title":"Uvulopalatoplasty using laser-assisted techniques","year":2000,"lang":"en","type":"article","venue":"Operative Techniques in Otolaryngology-Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Quarter (Canadian coin); Sleep apnea; Population; Anesthesia; Environmental health","score_opus":0.030288277835353282,"score_gpt":0.3299407146956927,"score_spread":0.29965243686033943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105524741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867585,0.00029489718,0.000091329464,0.00034514136,0.00006269419,0.001122361,0.000022981969,0.00045711728,0.0108449785],"genre_scores_gemma":[0.97589594,0.00056373957,0.022040943,0.0005203235,0.00013696123,0.0002566451,0.00004507711,0.00007161161,0.0004687671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972018,0.0003830356,0.0006488741,0.00076074095,0.0003149758,0.0006906027],"domain_scores_gemma":[0.9985442,0.00047297956,0.000083392064,0.00047977178,0.00018756207,0.00023205447],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008150075,0.00041292558,0.0009868223,0.00059692876,0.00024671288,0.00006024009,0.00013515093,0.00046352498,0.0009806558],"category_scores_gemma":[0.00027324664,0.00036618288,0.00015690444,0.0007488865,0.0006199502,0.00037596724,0.00012450066,0.0008721392,0.000016598498],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097046775,0.0006824316,0.7110495,0.0001871253,0.00010872035,0.0010527753,0.00022882655,4.3078035e-7,0.09503099,0.0001241104,0.0006267712,0.18993782],"study_design_scores_gemma":[0.000881033,0.0006121051,0.6312545,0.0008716707,0.00005214611,0.0021990938,0.00005944823,0.0005628247,0.35366356,0.0001969253,0.0089798,0.0006669046],"about_ca_topic_score_codex":0.00029153723,"about_ca_topic_score_gemma":0.00007979498,"teacher_disagreement_score":0.25863257,"about_ca_system_score_codex":0.00023967716,"about_ca_system_score_gemma":0.00013631726,"threshold_uncertainty_score":0.9999326},"labels":[],"label_agreement":null},{"id":"W2105863430","doi":"10.1016/j.jsmc.2014.05.005","title":"Obesity Hypoventilation Syndrome and Anesthesia Considerations","year":2014,"lang":"en","type":"article","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Hypoventilation; Obesity hypoventilation syndrome; Obstructive sleep apnea; Intensive care medicine; Obesity; Anesthesia; Intubation; Airway management; Hypoxemia; Sleep apnea; Internal medicine; Respiratory system","score_opus":0.029981587636381292,"score_gpt":0.32663823599561426,"score_spread":0.29665664835923294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105863430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781995,0.00030365324,0.0022580135,0.01630361,0.00022146273,0.0005424748,0.000001918569,0.00009628773,0.002073091],"genre_scores_gemma":[0.9953739,0.000050942104,0.0017597647,0.0022005567,0.0003021304,0.000013819067,0.00004136916,0.000028039729,0.00022949962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981855,0.00014917718,0.00048740444,0.00038694663,0.00050717813,0.00028379433],"domain_scores_gemma":[0.99802077,0.000795557,0.00012626198,0.00044716682,0.00028201635,0.00032823128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011186344,0.00017246937,0.00047068525,0.0001928192,0.00016455061,0.000015734899,0.000060008282,0.00014057048,0.0005101901],"category_scores_gemma":[0.0023568051,0.00014210057,0.00006021909,0.00020811055,0.00046116876,0.00010270612,0.000044345106,0.00036785964,0.00011462762],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029853202,0.0007552329,0.88112605,0.0005189649,0.0004078857,0.0009645078,0.0010070674,0.000019015797,0.0024493516,0.034136932,0.0038397545,0.0744767],"study_design_scores_gemma":[0.0048340037,0.0018600527,0.9584247,0.00015328068,0.00038089906,0.0033589331,0.00025569994,0.012876967,0.00015671055,0.008798471,0.008665059,0.00023526548],"about_ca_topic_score_codex":0.00001446154,"about_ca_topic_score_gemma":0.000006846939,"teacher_disagreement_score":0.0772986,"about_ca_system_score_codex":0.00004909829,"about_ca_system_score_gemma":0.000030193702,"threshold_uncertainty_score":0.5794693},"labels":[],"label_agreement":null},{"id":"W2105917822","doi":"10.25011/cim.v36i6.20624","title":"Obstructive sleep apnea is prevalent in patients with pulmonary embolism","year":2013,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Apnea; Hypopnea; Internal medicine; Sleep apnea; Pulmonary embolism; Prospective cohort study; Apnea–hypopnea index; Anesthesia; Cardiology; Physical therapy","score_opus":0.0699321889540573,"score_gpt":0.3263419598195687,"score_spread":0.2564097708655114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105917822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97690004,0.00027020677,0.000027361157,0.018242408,0.00021122863,0.0015872407,0.000009824032,0.00003401324,0.0027177068],"genre_scores_gemma":[0.99520963,0.00004047202,0.0008359143,0.0029433256,0.0003590813,0.00010492791,0.00004400696,0.0000359289,0.00042669848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970151,0.000246146,0.00082251325,0.0007457557,0.00070302526,0.00046742824],"domain_scores_gemma":[0.9977042,0.00028388164,0.0001795702,0.00040110663,0.0005881177,0.00084313384],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00043749568,0.0003211383,0.0008744182,0.00020836317,0.00007501267,0.000012658087,0.00014741627,0.00018125452,0.00086228526],"category_scores_gemma":[0.001499311,0.00019523191,0.00006404693,0.000486232,0.011147875,0.00031967374,0.00015492202,0.00087542157,0.00009715752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023221306,0.00034008877,0.9471741,0.00011021782,0.00011121929,0.000024702384,0.00066926953,1.8195927e-7,0.0001426801,0.00063139066,0.0003317643,0.05023222],"study_design_scores_gemma":[0.006446206,0.0022693388,0.9788337,0.00030519287,0.00009369757,0.0000094485795,0.00052787707,0.0006147357,0.00018011786,0.010101104,0.0004118581,0.00020674162],"about_ca_topic_score_codex":0.00014482376,"about_ca_topic_score_gemma":0.000003950906,"teacher_disagreement_score":0.050025478,"about_ca_system_score_codex":0.00006174829,"about_ca_system_score_gemma":0.00004463098,"threshold_uncertainty_score":0.99154323},"labels":[],"label_agreement":null},{"id":"W2106392666","doi":"","title":"The effect of ketamine on posttonsillectomy pain in children: a clinical trial.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tonsillectomy; Ketamine; Anesthesia; Nausea; Pain scale; Sedation; Randomized controlled trial; Vomiting; Saline; Surgery","score_opus":0.03409788326923721,"score_gpt":0.340437606846519,"score_spread":0.3063397235772818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106392666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922438,0.0004612881,0.0000032830085,0.00067633577,0.00027022342,0.0041674604,0.000002537642,0.000018448998,0.0021566255],"genre_scores_gemma":[0.9980707,0.000019213094,0.0000142947165,0.00007728706,0.00045612195,0.0011600013,0.0000056488147,0.000019460906,0.00017726727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969107,0.0014404064,0.00043947567,0.00018446345,0.00042661367,0.00059835747],"domain_scores_gemma":[0.99580294,0.0034253849,0.00009062582,0.00041562656,0.000038999613,0.00022640645],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011189848,0.00012083246,0.00039171174,0.00013715422,0.00003974577,0.0000083522145,0.00013858803,0.00009867401,0.000017020295],"category_scores_gemma":[0.01218692,0.00006772647,0.0001625909,0.00034993672,0.00019676752,0.00003973895,0.00005863389,0.0004365465,0.000019190986],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014780113,0.00019746968,0.54630953,0.000009448945,0.00008506621,0.0000016113089,0.000007918964,5.5933477e-8,0.000010096216,0.000026600286,0.00014084733,0.43843126],"study_design_scores_gemma":[0.03921675,0.0019369215,0.95599234,0.000008344738,0.00004016488,0.000007828333,0.000006233534,0.000013721092,0.001894597,0.000004926813,0.0008211791,0.000056989775],"about_ca_topic_score_codex":0.000018830588,"about_ca_topic_score_gemma":0.0000034192128,"teacher_disagreement_score":0.43837428,"about_ca_system_score_codex":0.00008202396,"about_ca_system_score_gemma":0.00001347388,"threshold_uncertainty_score":0.99613386},"labels":[],"label_agreement":null},{"id":"W2106715671","doi":"10.1016/j.smrv.2005.10.004","title":"Recommendations and supporting evidence in guidelines for referral of patients to sleep laboratories","year":2006,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Narcolepsy; Medicine; Referral; Obstructive sleep apnea; Guideline; Sleep apnea; Sleep disorder; Evidence-based medicine; Sleep (system call); Polysomnography; Psychiatry; Pediatrics; Insomnia; Physical therapy; Neurology; Family medicine; Apnea; Alternative medicine; Internal medicine; Pathology","score_opus":0.3560755068060142,"score_gpt":0.5243335820450238,"score_spread":0.1682580752390096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106715671","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006740755,0.9876645,0.00040292184,0.0023228142,0.00048011335,0.008715312,0.00015426707,0.000023034889,0.0001695887],"genre_scores_gemma":[0.000011237871,0.9864134,0.010275615,0.00031253038,0.00068593066,0.0012270993,0.0008181105,0.00009145032,0.00016459625],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931637,0.00051987165,0.0041874438,0.00085485843,0.00065222016,0.0006218959],"domain_scores_gemma":[0.99420655,0.001229728,0.0014447626,0.0008143011,0.001957028,0.0003476274],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0040226225,0.0006432436,0.0050010346,0.0009341769,0.00007389088,0.000014015878,0.0003388215,0.0002668672,0.00013297531],"category_scores_gemma":[0.033059202,0.00043619642,0.0003492907,0.0018372658,0.0002023169,0.00017072444,0.00021266895,0.000513955,0.000019228959],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032205764,0.00007619943,0.0016027519,0.053324345,0.00007005138,0.0000035315663,0.00008246588,9.925212e-8,0.000002169492,0.00006611586,0.013573961,0.9311661],"study_design_scores_gemma":[0.0009132257,0.00063686573,0.0002751623,0.09506775,0.0011397733,0.000008181029,0.000056033758,0.000012968442,0.000002325991,0.000022820448,0.90158695,0.00027793826],"about_ca_topic_score_codex":0.00011531033,"about_ca_topic_score_gemma":0.0001732942,"teacher_disagreement_score":0.9308882,"about_ca_system_score_codex":0.00034317686,"about_ca_system_score_gemma":0.00019040429,"threshold_uncertainty_score":0.99980897},"labels":[],"label_agreement":null},{"id":"W2106968510","doi":"10.1016/j.cjca.2015.03.032","title":"Sleep-Disordered Breathing and Coronary Artery Disease","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Coronary artery disease; Internal medicine; Heart failure; Positive airway pressure; Myocardial infarction; Obstructive sleep apnea; Continuous positive airway pressure; Percutaneous coronary intervention; Sleep apnea","score_opus":0.053682132588666574,"score_gpt":0.3297669892090305,"score_spread":0.27608485662036397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106968510","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016241781,0.99615985,0.00012686923,0.00025145567,0.00070990744,0.00043248144,0.00012572213,0.0000048563347,0.0020264178],"genre_scores_gemma":[0.0055820965,0.9922024,0.00010816648,0.000060576844,0.0018005878,0.000010557292,0.00006193294,0.00007067901,0.00010301998],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978482,0.00047845073,0.0006257637,0.00026778466,0.00025827298,0.0005214911],"domain_scores_gemma":[0.9957035,0.00015415675,0.00029178182,0.00034526078,0.00046668926,0.0030385798],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070974097,0.00031251673,0.0025269045,0.00086518377,0.000077051736,0.000029209998,0.00023522966,0.00032848874,0.000036836107],"category_scores_gemma":[0.0005949456,0.00024811007,0.0005651213,0.00018097107,0.00041796223,0.00008126907,0.000042736283,0.0010847283,0.000023945726],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004541354,0.0000017284848,0.0019613763,0.0022387335,0.0011196061,0.012754019,0.000039014074,0.0000029874898,1.1760999e-7,0.000035809855,0.0021117744,0.9796894],"study_design_scores_gemma":[0.000704095,0.00023982197,0.0017188794,0.001483182,0.0020269735,0.030759301,0.000055267978,0.0000040377613,1.171862e-8,0.00013683771,0.9626881,0.0001835001],"about_ca_topic_score_codex":0.00009132011,"about_ca_topic_score_gemma":0.00009190355,"teacher_disagreement_score":0.9795059,"about_ca_system_score_codex":0.0006241935,"about_ca_system_score_gemma":0.00414221,"threshold_uncertainty_score":0.99999714},"labels":[],"label_agreement":null},{"id":"W2107022994","doi":"10.1164/rccm.200712-1884oc","title":"Sleep-disordered Breathing and Cardiovascular Disease","year":2008,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":375,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Case Western Reserve University; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Medicine; Polysomnography; Apnea–hypopnea index; Confounding; Odds ratio; Quartile; Disease; Logistic regression; Hypopnea; Sleep apnea; Cardiology; Internal medicine; Physical therapy; Apnea; Confidence interval","score_opus":0.02529819607808603,"score_gpt":0.3122757696662732,"score_spread":0.28697757358818715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107022994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94067776,0.055693515,0.00096396176,0.0020110912,0.0001014555,0.00012332026,0.0000044425974,0.000013045013,0.0004113866],"genre_scores_gemma":[0.99754614,0.0003753988,0.00045860873,0.0010489036,0.0005399502,0.0000031754005,9.898135e-7,0.000022540578,0.000004304863],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99794036,0.00023204784,0.0003957132,0.00025918017,0.00088155695,0.00029116706],"domain_scores_gemma":[0.9975761,0.00032359723,0.00007093434,0.00027173274,0.0006987085,0.0010589182],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00049923593,0.00017502796,0.0007472788,0.00023860736,0.00017789844,0.000009108909,0.000082494866,0.000037388018,0.000056668545],"category_scores_gemma":[0.0021113083,0.0001259886,0.00016637948,0.00026206186,0.0032313943,0.00013032935,0.00005397888,0.0004967536,0.0000012266823],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017415067,0.00012726494,0.3410106,0.00059932325,0.00071802275,0.013125533,0.0038555292,0.0000050760837,0.0015691156,0.0005966998,0.00013040539,0.6365209],"study_design_scores_gemma":[0.015840223,0.028585616,0.83040774,0.0011562498,0.0044019516,0.01799367,0.06577974,0.00020530605,0.000655488,0.00045550973,0.033654585,0.0008639455],"about_ca_topic_score_codex":0.000026805945,"about_ca_topic_score_gemma":4.0027396e-7,"teacher_disagreement_score":0.63565695,"about_ca_system_score_codex":0.000044488104,"about_ca_system_score_gemma":0.00008670624,"threshold_uncertainty_score":0.99948126},"labels":[],"label_agreement":null},{"id":"W2107075436","doi":"10.1164/rccm.201503-0647up","title":"Update in Sleep Medicine 2014","year":2015,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Sleep (system call); MEDLINE; Intensive care medicine","score_opus":0.058974512204148045,"score_gpt":0.42329371818008915,"score_spread":0.3643192059759411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107075436","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00043048462,0.9951972,0.00006675856,0.0019943553,0.00050848245,0.00042969562,0.000014977217,0.000014066435,0.0013440204],"genre_scores_gemma":[0.00585482,0.9896989,0.00023033928,0.001400842,0.0026708269,0.000017760194,0.000018170811,0.00009561863,0.0000127080675],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941246,0.0010759246,0.0019855401,0.00052239,0.0016573443,0.0006342123],"domain_scores_gemma":[0.99444336,0.0011736903,0.0006615813,0.0005239012,0.0017139039,0.0014835418],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0026798365,0.00060877786,0.0054727946,0.0015255928,0.00005936297,0.000013071314,0.0003856196,0.00024858318,0.00042033213],"category_scores_gemma":[0.004642423,0.00037094232,0.0003003957,0.0010998696,0.0050746715,0.0001359944,0.00013140745,0.0023773697,0.000026690075],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022623817,0.000052446136,0.00046241182,0.0073267943,0.00013721736,0.002558821,0.00034020463,5.191817e-8,0.0000033909566,0.00034979836,0.0015320032,0.9870106],"study_design_scores_gemma":[0.0024742049,0.012649408,0.00017833756,0.017441954,0.0022704515,0.0022512418,0.0045338213,0.0000011873796,9.715079e-7,0.00009906376,0.9578004,0.00029899078],"about_ca_topic_score_codex":0.00002935947,"about_ca_topic_score_gemma":0.00000565797,"teacher_disagreement_score":0.9867116,"about_ca_system_score_codex":0.0004866318,"about_ca_system_score_gemma":0.0005737698,"threshold_uncertainty_score":0.9999242},"labels":[],"label_agreement":null},{"id":"W2107413374","doi":"10.1378/chest.130.3.902","title":"Sleep Apnea and Commercial Motor Vehicle Operators","year":2006,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Sleep apnea; Commercial vehicle; Sleep (system call); Apnea; Physical medicine and rehabilitation; Automotive engineering; Anesthesia; Engineering; Computer science","score_opus":0.01697877601164245,"score_gpt":0.2824907361807382,"score_spread":0.2655119601690958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107413374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933419,0.00046920712,0.00042098408,0.0020117029,0.00020308836,0.00014467559,0.0000042139154,0.000021783717,0.003382428],"genre_scores_gemma":[0.9969282,0.000011798134,0.0012589182,0.00018232128,0.0013295801,0.0000036346166,0.0000033246956,0.00002516118,0.00025702573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988955,0.000052558724,0.00022468265,0.00015080695,0.00035328924,0.0003231623],"domain_scores_gemma":[0.99931824,0.00004534813,0.000051093855,0.00013548549,0.00016511742,0.00028472065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027902337,0.00011890446,0.00020615081,0.00012781359,0.00022774423,0.00009700112,0.00009195101,0.00007787143,0.0002713276],"category_scores_gemma":[0.00009331204,0.00009673065,0.00006683387,0.00014052034,0.00017094002,0.00013713472,0.00005716619,0.0005618289,0.00005612091],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037744414,0.00034631466,0.7379431,0.00010138972,0.00011988389,0.00065614283,0.0002565907,0.0000048512074,0.13870203,0.00042344723,0.0016457732,0.11942302],"study_design_scores_gemma":[0.0029356948,0.00031506756,0.9697079,0.000017403117,0.000054711985,0.0013005516,0.00018229095,0.0013799603,0.01306681,0.00018930629,0.010706563,0.0001437223],"about_ca_topic_score_codex":0.000029083914,"about_ca_topic_score_gemma":0.000006375071,"teacher_disagreement_score":0.23176481,"about_ca_system_score_codex":0.00010972795,"about_ca_system_score_gemma":0.00003164572,"threshold_uncertainty_score":0.39445612},"labels":[],"label_agreement":null},{"id":"W2108059061","doi":"10.4103/0970-9185.86574","title":"A systematic review of the effects of sedatives and anesthetics in patients with obstructive sleep apnea","year":2011,"lang":"en","type":"review","venue":"Journal of Anaesthesiology Clinical Pharmacology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Anesthesia; Dexmedetomidine; Perioperative; Midazolam; Obstructive sleep apnea; Fentanyl; Propofol; Tonsillectomy; Sleep apnea; Sedation; Adverse effect; Polysomnography; Apnea; Internal medicine","score_opus":0.030333362172314568,"score_gpt":0.3843252618570169,"score_spread":0.3539918996847023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108059061","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06251839,0.93340194,0.0000027623266,0.00006468161,0.0005121732,0.0034697624,0.000007216481,0.000002488929,0.0000205852],"genre_scores_gemma":[0.0039076777,0.99539495,0.00022006751,0.00031240808,0.0000769465,0.00003756938,0.0000029463001,0.000041730033,0.0000057310763],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98987144,0.005348512,0.0037579762,0.00033798424,0.00036931314,0.00031479576],"domain_scores_gemma":[0.98798597,0.0046003354,0.005841259,0.00042585307,0.0009458801,0.00020068942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022404662,0.00041020085,0.0075436216,0.00041042853,0.000025492625,0.0000016877727,0.0006031232,0.0005320389,0.00003325693],"category_scores_gemma":[0.004333447,0.00019872368,0.0008472493,0.00050033204,0.0018442769,0.00006010058,0.00019132665,0.0018511801,0.0000024699627],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064411404,0.0010004797,0.016390853,0.8755554,0.0022039607,0.00013988467,0.00006180608,5.401651e-8,0.0000013305745,0.000027042122,0.000037231486,0.10393782],"study_design_scores_gemma":[0.008861572,0.034117974,0.06168621,0.86172885,0.029196853,0.000757206,0.00004049313,0.0000030243175,0.000023129618,0.00009836616,0.0030944878,0.00039182053],"about_ca_topic_score_codex":0.0000019831048,"about_ca_topic_score_gemma":4.710965e-7,"teacher_disagreement_score":0.103546,"about_ca_system_score_codex":0.00009750679,"about_ca_system_score_gemma":0.0003528265,"threshold_uncertainty_score":0.81037164},"labels":[],"label_agreement":null},{"id":"W2108180331","doi":"10.1016/s0140-6736(02)09464-3","title":"Obstructive sleep apnoea","year":2002,"lang":"en","type":"review","venue":"The Lancet","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1165,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; Medical Research Council Canada; American Heart Association","keywords":"Medicine; Choking; Polysomnography; Excessive daytime sleepiness; Non-rapid eye movement sleep; Obstructive sleep apnea; Cardiology; Heart failure; Continuous positive airway pressure; Airway; Anesthesia; Sleep disorder; Apnea; Electroencephalography; Psychiatry","score_opus":0.11305783319431136,"score_gpt":0.381207220997466,"score_spread":0.26814938780315467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108180331","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007361304,0.9554872,0.000016427546,0.0005309706,0.00036776948,0.0013980367,0.00010598893,0.000108090055,0.041978166],"genre_scores_gemma":[0.000023093324,0.99313277,0.0003458806,0.00014336394,0.0038546398,0.0001683465,0.000069737296,0.000102546146,0.002159594],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975425,0.00030429743,0.00041039273,0.0004734474,0.0006041976,0.0006651689],"domain_scores_gemma":[0.9974957,0.00036329613,0.0002126615,0.0016593463,0.000114125876,0.00015486649],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036153148,0.00042710794,0.002845157,0.00015806711,0.00011823887,0.000046870144,0.0007753475,0.00028345754,0.0012891416],"category_scores_gemma":[0.00031496794,0.00023230127,0.0005315258,0.0005641296,0.00031115836,0.000045005443,0.00024103226,0.0015202849,0.0025016945],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002159716,0.000030725307,0.000020047964,0.006751715,0.0005696197,0.00007852946,0.00006263183,6.084638e-8,3.7257382e-7,0.0007483602,0.0042035673,0.98751277],"study_design_scores_gemma":[0.00061977044,0.00006148568,0.00010343432,0.0023321188,0.0010776361,0.00043911565,0.000021537155,0.000019236064,0.0000015070253,0.0001532315,0.99495065,0.00022026389],"about_ca_topic_score_codex":0.000009154678,"about_ca_topic_score_gemma":0.0000014208396,"teacher_disagreement_score":0.9907471,"about_ca_system_score_codex":0.00028953166,"about_ca_system_score_gemma":0.000049519203,"threshold_uncertainty_score":0.99962384},"labels":[],"label_agreement":null},{"id":"W2108496675","doi":"10.1136/thoraxjnl-2012-202178","title":"Continuous positive airway pressure improves sleepiness but not calculated vascular risk in patients with minimally symptomatic obstructive sleep apnoea: the MOSAIC randomised controlled trial","year":2012,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":229,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"British Heart Foundation; National Institute for Health and Care Research; ResMed","keywords":"Medicine; Continuous positive airway pressure; Sleep (system call); Airway; Randomized controlled trial; Positive airway pressure; Anesthesia; Obstructive sleep apnea; Internal medicine","score_opus":0.005873370500741636,"score_gpt":0.24244444964948916,"score_spread":0.23657107914874753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108496675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97943985,0.0005682973,0.0002329943,0.00013503783,0.0005076204,0.018451158,0.000108860215,0.000095787196,0.0004603788],"genre_scores_gemma":[0.9976096,0.000007814005,0.00034284496,0.00008645804,0.00033212255,0.0012384349,0.00011172891,0.00010331791,0.00016763517],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99443406,0.0015500373,0.0009075296,0.000625203,0.0013747797,0.0011083992],"domain_scores_gemma":[0.9960468,0.0013042897,0.0005663955,0.00085503457,0.00085016753,0.00037731318],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001615845,0.00059218716,0.0017576085,0.0002833636,0.00024706213,0.000069149944,0.00037297508,0.00029722086,0.00010921254],"category_scores_gemma":[0.0019806912,0.00034583913,0.00040715598,0.00063750945,0.00048138454,0.00037365523,0.00015007415,0.000916503,0.00004634866],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.912136,0.0017380869,0.06590469,0.00013278784,0.0051909704,0.00002654705,0.0023415845,0.000070888105,0.003284678,0.00006474871,0.000015857815,0.0090931365],"study_design_scores_gemma":[0.6103213,0.0013236151,0.38002345,0.00008573849,0.0020207048,0.000006155379,0.00039075184,0.0027198966,0.0027408344,0.000013795552,0.00001717645,0.000336593],"about_ca_topic_score_codex":0.00025781273,"about_ca_topic_score_gemma":0.000013245248,"teacher_disagreement_score":0.31411877,"about_ca_system_score_codex":0.00023231523,"about_ca_system_score_gemma":0.000096375625,"threshold_uncertainty_score":0.9998994},"labels":[],"label_agreement":null},{"id":"W2108556673","doi":"10.1136/thoraxjnl-2013-204622","title":"Authors’ response to letter to the editor concerning our SKUP<sup>3</sup>trial","year":2013,"lang":"en","type":"letter","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Genentech; GlaxoSmithKline; AstraZeneca","keywords":"Medicine","score_opus":0.045073283623812396,"score_gpt":0.34435063358933315,"score_spread":0.29927734996552074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108556673","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0317991,0.00005602333,0.00037439849,0.9475687,0.01363963,0.005338408,0.00014180993,0.00018930045,0.00089261367],"genre_scores_gemma":[0.006409215,0.0000013876042,0.0012647028,0.59415656,0.3426927,0.00081914914,0.00012980834,0.00027298002,0.054253478],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99226934,0.0018104478,0.0007002798,0.0012055396,0.002486187,0.0015282343],"domain_scores_gemma":[0.99552476,0.0009859242,0.000182,0.0020597288,0.00062753237,0.00062006235],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002548291,0.0007293196,0.0010355162,0.0006845034,0.00029638503,0.000299216,0.0012049071,0.0013422472,0.0014068523],"category_scores_gemma":[0.0037989132,0.0005055433,0.00037619245,0.000699495,0.00013638419,0.00012583494,0.0007801371,0.0059221657,0.017716086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020946018,0.00003114506,0.000028741124,0.00008268451,0.00022900493,0.0006513372,0.0012662433,0.000021010685,0.0013131978,0.0000029306975,0.971905,0.003522724],"study_design_scores_gemma":[0.00652702,0.0012555968,0.00017292186,0.0002018462,0.00017598973,0.000043406588,0.00031402893,0.00011757429,0.0003716666,0.000012370467,0.99026626,0.0005413031],"about_ca_topic_score_codex":0.0001646658,"about_ca_topic_score_gemma":0.0000030406536,"teacher_disagreement_score":0.35341212,"about_ca_system_score_codex":0.0006898466,"about_ca_system_score_gemma":0.00027458026,"threshold_uncertainty_score":0.9999542},"labels":[],"label_agreement":null},{"id":"W2108603296","doi":"10.1016/j.sleep.2014.01.013","title":"Chronic intermittent hypoxia causes endothelial dysfunction in a mouse model of diet-induced obesity","year":2014,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Providence Health Care; University of British Columbia Hospital; Child and Family Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Endothelial dysfunction; Enos; Internal medicine; Endocrinology; Malondialdehyde; Myograph; Obstructive sleep apnea; Intermittent hypoxia; Oxidative stress; Medicine; Obesity; Hypoxia (environmental); Endothelium; Nitric oxide; Chemistry; Nitric oxide synthase; Oxygen","score_opus":0.03101483641390105,"score_gpt":0.2915728880907344,"score_spread":0.2605580516768333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108603296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99242616,0.00014614395,0.0034641773,0.001101295,0.0003594794,0.00070805603,0.000012372009,0.000063559644,0.0017187579],"genre_scores_gemma":[0.99828386,0.000037043534,0.00020271348,0.00016907799,0.00071892596,0.000046876146,0.000024056588,0.00004487959,0.00047258183],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974554,0.0001402187,0.00062108407,0.00045678616,0.00083216635,0.00049435406],"domain_scores_gemma":[0.9985735,0.00015426977,0.00016012715,0.00061613024,0.0002435589,0.00025244636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007590435,0.0002598473,0.000704013,0.0004982955,0.000046027904,0.0000044597678,0.00019471883,0.00014751825,0.00021967235],"category_scores_gemma":[0.00096034224,0.0002026936,0.0001005242,0.0003258597,0.00030639925,0.00010641313,0.00012277115,0.0005197992,0.000038354887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010289984,0.00035149598,0.02475998,0.00035461644,0.00011321922,0.000018356057,0.00057018036,0.00018175464,0.92757475,0.00057134737,0.000055775796,0.044419542],"study_design_scores_gemma":[0.035050288,0.01265909,0.16093786,0.000949922,0.00045467832,0.000055213073,0.0009330885,0.29398197,0.49295554,0.0010083574,0.00036524492,0.0006487482],"about_ca_topic_score_codex":0.00041828825,"about_ca_topic_score_gemma":0.00031278402,"teacher_disagreement_score":0.43461922,"about_ca_system_score_codex":0.0005287484,"about_ca_system_score_gemma":0.00007897604,"threshold_uncertainty_score":0.8265605},"labels":[],"label_agreement":null},{"id":"W2108818223","doi":"10.5664/jcsm.28051","title":"It May be Unsafe for Patients with Untreated Severe OSA Requiring Postoperative Narcotic to Undergo Ambulatory Surgery","year":2011,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Ambulatory; Narcotic; Incidence (geometry); Adverse effect; Emergency medicine; General surgery; Anesthesia; Surgery; Internal medicine","score_opus":0.1071872978996286,"score_gpt":0.3913370329720904,"score_spread":0.2841497350724618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108818223","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.167468,0.00027997143,0.0008031857,0.82421017,0.0033787636,0.0025292542,0.00009075583,0.000042208107,0.001197701],"genre_scores_gemma":[0.23984092,0.00016252081,0.0031025773,0.7358974,0.017670868,0.000049165184,0.00048302967,0.0004083211,0.002385152],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901639,0.0007979706,0.0041574086,0.00088200805,0.0029022181,0.0010964847],"domain_scores_gemma":[0.98214024,0.008721255,0.0023318245,0.0008721091,0.0046793423,0.001255248],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003980376,0.00082300964,0.004203093,0.0011222116,0.00015513028,0.000034596826,0.00058294146,0.0013034567,0.0012617465],"category_scores_gemma":[0.013514354,0.0005053536,0.00088313996,0.0006398848,0.00091688154,0.00027084746,0.00015599067,0.0054823346,0.00004626486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014067156,0.00071985717,0.14661334,0.0006611043,0.0035213872,0.0031929987,0.000395387,0.0000062938684,0.00001636902,0.000011803923,0.81688863,0.0139056565],"study_design_scores_gemma":[0.035175964,0.037122656,0.17489138,0.0089150425,0.005091677,0.00099078,0.00043058698,0.000043583877,0.00006952213,0.00016040905,0.7357453,0.0013630905],"about_ca_topic_score_codex":0.00004600622,"about_ca_topic_score_gemma":0.000020684638,"teacher_disagreement_score":0.08831272,"about_ca_system_score_codex":0.0005648551,"about_ca_system_score_gemma":0.00077662925,"threshold_uncertainty_score":0.9999931},"labels":[],"label_agreement":null},{"id":"W2109014832","doi":"10.4172/2167-0277.1000129","title":"Sleep Apnea in Traumatic Brain Injury: Understanding Its Impact on Executive Function","year":2013,"lang":"en","type":"article","venue":"Journal of Sleep Disorders & Therapy","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Institute of Gender and Health; Canadian Institutes of Health Research; Toronto Rehabilitation Institute","keywords":"Sleep apnea; Traumatic brain injury; Sleep (system call); Medicine; Obstructive sleep apnea; Apnea; Psychology; Physical medicine and rehabilitation; Anesthesia; Psychiatry; Computer science","score_opus":0.04132830081139988,"score_gpt":0.33953333066294916,"score_spread":0.2982050298515493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109014832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850181,0.00080114533,0.0039164363,0.0064436076,0.00030320525,0.0010870786,0.0000040364853,0.000024067253,0.0024023736],"genre_scores_gemma":[0.9986622,0.00024290291,0.00010012198,0.0006696833,0.00016944265,0.00002320214,0.0000038857597,0.00006467093,0.00006391738],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99727,0.00026824162,0.0007132483,0.00026064352,0.00091727544,0.0005706116],"domain_scores_gemma":[0.99841374,0.00036075406,0.0004129173,0.00025919694,0.00025025482,0.00030310563],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00076452864,0.00033317078,0.0006467113,0.0010651245,0.00010409535,0.000079528014,0.0002209707,0.00016556813,0.0014173909],"category_scores_gemma":[0.00017659484,0.0002364604,0.00037784217,0.0007945911,0.00012416465,0.0006216658,0.000021938544,0.00094361533,0.000104460196],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028790714,0.004805183,0.08235869,0.00018701724,0.003948624,0.00011887925,0.012799696,0.0010569394,0.079799496,0.0019315878,0.0049768575,0.7792263],"study_design_scores_gemma":[0.062508605,0.0628515,0.7276984,0.00094536477,0.00037494,0.00036257305,0.05123379,0.036376633,0.006620471,0.04749865,0.0016165731,0.0019124956],"about_ca_topic_score_codex":0.00006562398,"about_ca_topic_score_gemma":0.00001544123,"teacher_disagreement_score":0.7773138,"about_ca_system_score_codex":0.0010327104,"about_ca_system_score_gemma":0.000059882917,"threshold_uncertainty_score":0.99949545},"labels":[],"label_agreement":null},{"id":"W2109112496","doi":"10.1109/iembs.2009.5333551","title":"Simulated central apnea detection using the pressure variance","year":2009,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"False positive paradox; Pattern recognition (psychology); Variance (accounting); Computer science; Breathing; Feature extraction; Apnea; Artificial intelligence; SIGNAL (programming language); Statistics; Speech recognition; Mathematics; Medicine; Internal medicine; Anesthesia","score_opus":0.023560775173183862,"score_gpt":0.31296008435112843,"score_spread":0.28939930917794454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109112496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9239273,0.00019966508,0.066280186,0.0017857918,0.00022981275,0.0008010154,0.0000023132473,0.00015791508,0.0066159675],"genre_scores_gemma":[0.9982542,0.0000014060882,0.0006294299,0.00029117925,0.00019052868,7.8180136e-7,0.0000015090725,0.000009405226,0.00062156667],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904907,0.000055441156,0.00011746878,0.00017654445,0.0002858143,0.00031565267],"domain_scores_gemma":[0.99945825,0.000040022212,0.000027146252,0.00026545912,0.00011561824,0.000093471586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011682791,0.00008649292,0.00011004899,0.000043001004,0.000122066915,0.000026669079,0.00007898256,0.000067118206,0.0002876317],"category_scores_gemma":[0.00010992194,0.00005359387,0.000049657967,0.00027609436,0.000049767215,0.00008392758,0.000018657942,0.00024519523,0.000016410077],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090472755,0.000323566,0.009973608,0.00005382004,0.00033498515,0.00007451137,0.000542252,0.011478105,0.75392425,0.0010665276,0.000062073435,0.22126159],"study_design_scores_gemma":[0.0012722582,0.00022833445,0.12082684,0.000010843339,0.0001292082,0.000085645515,0.000115251125,0.79260933,0.08221959,0.00023333274,0.0021622332,0.00010711635],"about_ca_topic_score_codex":0.0000653271,"about_ca_topic_score_gemma":0.0000039898355,"teacher_disagreement_score":0.78113127,"about_ca_system_score_codex":0.000055638342,"about_ca_system_score_gemma":0.000017545366,"threshold_uncertainty_score":0.31493655},"labels":[],"label_agreement":null},{"id":"W2109500281","doi":"10.1093/sleep/25.5.517","title":"Relationship Between Smoking and Sleep Apnea in Clinic Population","year":2002,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Logistic regression; Polysomnography; Confounding; Sleep apnea; Odds ratio; Obstructive sleep apnea; Population; Risk factor; Apnea; Internal medicine; Univariate analysis; Multivariate analysis; Environmental health","score_opus":0.07797728118411905,"score_gpt":0.34209756852578577,"score_spread":0.2641202873416667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109500281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99196446,0.0005587625,0.00019452981,0.0009147413,0.000096152464,0.00035748206,0.0000041416074,0.000050999002,0.005858721],"genre_scores_gemma":[0.99889517,0.0000048601114,0.00045216383,0.00005867668,0.00019533871,0.000014493779,0.00003936448,0.000025594723,0.0003143457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860877,0.00010698813,0.0003426101,0.00029959079,0.0003464392,0.00029562725],"domain_scores_gemma":[0.9991892,0.0003051595,0.00006646485,0.00025481972,0.00004540934,0.00013893249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041040345,0.00011737169,0.00023339876,0.0003208586,0.00008626777,0.000022116516,0.000062858264,0.00014668475,0.00045624078],"category_scores_gemma":[0.0006757024,0.000116956726,0.000046858968,0.00042578907,0.00006697975,0.00015896118,0.00005714314,0.0004693003,0.00016260696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001731627,0.000039569746,0.9412813,0.000035470523,0.000018264282,0.000015173829,0.00021682242,0.0000029459732,0.00002033,0.00021430448,0.000020161806,0.05811832],"study_design_scores_gemma":[0.0014443179,0.000096535,0.99290806,0.00002030965,0.00006284582,0.000010457103,0.000075167576,0.004245438,0.000029501425,0.00083851593,0.00016359215,0.00010524028],"about_ca_topic_score_codex":0.00007023935,"about_ca_topic_score_gemma":0.00002186453,"teacher_disagreement_score":0.05801308,"about_ca_system_score_codex":0.00013301446,"about_ca_system_score_gemma":0.000002361625,"threshold_uncertainty_score":0.49955165},"labels":[],"label_agreement":null},{"id":"W2109586252","doi":"10.1161/01.cir.0000061757.12581.15","title":"Sleep Apnea and Heart Failure","year":2003,"lang":"en","type":"review","venue":"Circulation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":551,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Heart failure; Sleep apnea; Cardiology; Central sleep apnea; Apnea; Internal medicine; Sleep (system call); Polysomnography","score_opus":0.04714750116241141,"score_gpt":0.34802272118983274,"score_spread":0.30087522002742134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109586252","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000083164145,0.9969817,0.0004671571,0.00007031224,0.00012314015,0.0011320087,0.000007663754,0.00004122541,0.0010936467],"genre_scores_gemma":[0.0028386083,0.9950501,0.0011587604,0.000057524307,0.000324851,0.00009301027,0.0003070704,0.000099902325,0.00007019603],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998551,0.00014280093,0.0003458121,0.00040166028,0.00032615327,0.00023257814],"domain_scores_gemma":[0.999188,0.00007649971,0.000111655216,0.00036153983,0.00010591455,0.00015635857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022793293,0.00023652652,0.0009061817,0.0002568542,0.00006738679,0.00003378279,0.00004686276,0.00032522195,0.00019059307],"category_scores_gemma":[0.00014273504,0.00020376568,0.00020820105,0.00034800786,0.00007537842,0.000068024434,0.00003089879,0.0004134001,0.0002082706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017556164,0.000020811645,0.0011807954,0.009083633,0.00011401805,0.000010063057,0.000012988037,2.9734704e-7,0.000010140776,0.00025698618,0.00010007534,0.98920846],"study_design_scores_gemma":[0.00028868494,0.00002019632,0.0018242128,0.00091310916,0.00056194584,0.00047992234,0.000009065124,0.00011979166,0.0000010954511,0.000046569567,0.9955601,0.00017529094],"about_ca_topic_score_codex":0.0000024567487,"about_ca_topic_score_gemma":6.479523e-7,"teacher_disagreement_score":0.99546003,"about_ca_system_score_codex":0.00017879774,"about_ca_system_score_gemma":0.000050067065,"threshold_uncertainty_score":0.8309324},"labels":[],"label_agreement":null},{"id":"W2109892126","doi":"10.1007/bf03256605","title":"Obstructive Sleep Apnea in Children","year":2002,"lang":"en","type":"review","venue":"American Journal of Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Context (archaeology); Adenoidectomy; Airway obstruction; Nasal administration; Airway; Otorhinolaryngology; Throat; Pediatrics; Adverse effect; Prednisone; Sleep apnea; Anesthesia; Internal medicine; Surgery; Tonsillectomy; Immunology","score_opus":0.04462826518427115,"score_gpt":0.36146514148124204,"score_spread":0.3168368762969709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109892126","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034031395,0.9940057,0.000040232622,0.00014505663,0.0003944112,0.0009930809,0.000015655844,0.000020650214,0.0009821136],"genre_scores_gemma":[0.0014821131,0.9949159,0.0003880565,0.00034615936,0.002595638,0.000027038575,0.00001239111,0.00017359856,0.000059091242],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933516,0.0009627969,0.0025890837,0.00059722987,0.0017349859,0.00076429703],"domain_scores_gemma":[0.9942741,0.00060134317,0.0028496422,0.00080838206,0.00063645176,0.00083009276],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0015150104,0.00078623975,0.006276523,0.0030510828,0.00005790572,0.00001441629,0.0007494699,0.00027294143,0.0006069454],"category_scores_gemma":[0.0015559131,0.0005296693,0.0008373147,0.0027600229,0.0020904264,0.0001620706,0.00012700821,0.0032334002,0.00007712716],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109933346,0.00014017515,0.006789365,0.0012497891,0.0009711751,0.0009495893,0.00014707411,5.2746884e-7,0.0000039492015,0.00001788161,0.0003282313,0.9892923],"study_design_scores_gemma":[0.0039774165,0.007507818,0.007566504,0.016033847,0.002873279,0.008119959,0.0005456374,0.0000048005068,0.000004332572,0.000014270938,0.9527675,0.0005846249],"about_ca_topic_score_codex":0.00003896708,"about_ca_topic_score_gemma":0.0000018569381,"teacher_disagreement_score":0.98870766,"about_ca_system_score_codex":0.0009394159,"about_ca_system_score_gemma":0.0004109891,"threshold_uncertainty_score":0.9997155},"labels":[],"label_agreement":null},{"id":"W2109926714","doi":"10.1093/europace/eun078","title":"It's time to wake up!: sleep apnea and cardiac arrhythmias","year":2008,"lang":"en","type":"review","venue":"EP Europace","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Sleep apnea; Cardiology; Apnea; Wake; Sleep (system call); Internal medicine; Anesthesia; Mechanics","score_opus":0.03527429434589326,"score_gpt":0.3312794426340091,"score_spread":0.29600514828811586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109926714","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025043359,0.96932125,0.000049605118,0.000887991,0.00051153393,0.0021225612,0.00010972887,0.00012606129,0.026846249],"genre_scores_gemma":[0.00000428607,0.948077,0.0004702762,0.00019210023,0.0012245498,0.00009589809,0.00010213943,0.00025213542,0.049581595],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961782,0.0005243386,0.0005765494,0.0010550837,0.0008748736,0.0007909231],"domain_scores_gemma":[0.9972275,0.00039560863,0.00017549077,0.0011250871,0.00023637089,0.00083995296],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000351057,0.0007139455,0.002702501,0.0004928896,0.00014626142,0.000058079117,0.0002721866,0.0003145374,0.0007977116],"category_scores_gemma":[0.0008805071,0.0005917751,0.0005912082,0.00085504213,0.000225489,0.00007285712,0.0004566782,0.0011282996,0.016064119],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030432691,0.000028452225,0.00000992267,0.0045695314,0.000398642,0.0010606925,0.0001566429,1.8665249e-7,0.000010960011,0.000011446094,0.023684394,0.9700387],"study_design_scores_gemma":[0.0003742278,0.0002362913,0.000049135106,0.0016863,0.0005840506,0.001373834,0.000015116752,0.000019847186,0.000007090853,9.319559e-7,0.99517596,0.00047720538],"about_ca_topic_score_codex":0.000008238851,"about_ca_topic_score_gemma":3.9023678e-7,"teacher_disagreement_score":0.9714916,"about_ca_system_score_codex":0.00025363383,"about_ca_system_score_gemma":0.0001596703,"threshold_uncertainty_score":0.99965334},"labels":[],"label_agreement":null},{"id":"W2110089659","doi":"10.1097/mlg.0b013e318159a5cc","title":"The Use of Dexamethasone to Reduce Pain After Tonsillectomy in Adults: A Double‐Blind Prospective Randomized Trial","year":2008,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"Université Laval","keywords":"Medicine; Visual analogue scale; Tonsillectomy; Dexamethasone; Hydromorphone; Analgesic; Randomized controlled trial; Placebo; Anesthesia; Prospective cohort study; Surgery; Internal medicine; Opioid","score_opus":0.054802301841036904,"score_gpt":0.3271287050870652,"score_spread":0.2723264032460283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110089659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98451304,0.0006176067,0.00018271059,0.0034012513,0.00014749911,0.01040203,0.000007780421,0.00002985661,0.00069823774],"genre_scores_gemma":[0.9949798,0.00013365762,0.0012856147,0.00035530725,0.00021307287,0.0019857544,0.0000039913584,0.0000420125,0.001000814],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99631464,0.0014699819,0.0006099437,0.0003897591,0.0007039797,0.00051170227],"domain_scores_gemma":[0.99522734,0.0033910568,0.00013113348,0.0007544819,0.00034211722,0.00015390194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035491476,0.00022752032,0.0008214758,0.0002158156,0.00016478209,0.000032445998,0.00028512004,0.00010235997,0.0001343322],"category_scores_gemma":[0.005283641,0.00011666369,0.00021497365,0.0011169701,0.00076835067,0.00012956679,0.00018067702,0.0005537417,0.000043857493],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.990469,0.00027890387,0.001752514,0.000027171987,0.00020897326,0.00006391811,0.0036337462,0.000006177335,0.0008709965,0.000090597394,0.00033201254,0.002266036],"study_design_scores_gemma":[0.9825417,0.00097123184,0.00548949,0.00020084309,0.00007982638,0.000036271424,0.00026543628,0.00036311639,0.0088389,0.00010842536,0.00094884186,0.00015592604],"about_ca_topic_score_codex":0.0008258984,"about_ca_topic_score_gemma":0.00026298632,"teacher_disagreement_score":0.010466749,"about_ca_system_score_codex":0.00017479739,"about_ca_system_score_gemma":0.000169655,"threshold_uncertainty_score":0.63253933},"labels":[],"label_agreement":null},{"id":"W2110499556","doi":"10.1183/13993003/erj.38.suppl_55.p2252","title":"Anxiety, depression and alexithymia in patients with obstructive sleep apnea syndrome","year":2011,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Alexithymia; Anxiety; Obstructive sleep apnea; Toronto Alexithymia Scale; Depression (economics); Polysomnography; Hypopnea; Population; Epworth Sleepiness Scale; Beck Depression Inventory; Morning; Internal medicine; Apnea; Psychiatry","score_opus":0.02125401924696122,"score_gpt":0.24658849346449954,"score_spread":0.22533447421753833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110499556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98196226,0.00027051006,0.000107591186,0.000011821411,0.00011677192,0.000329671,0.000004458786,0.000028350822,0.01716854],"genre_scores_gemma":[0.9983134,0.0000067684546,0.0013046785,0.0001639698,0.00009326537,0.000002953429,0.0000019743434,0.0000760645,0.000036881833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767566,0.00048245848,0.00039137146,0.0003939713,0.0006149962,0.0004415548],"domain_scores_gemma":[0.9987587,0.000024192517,0.00018477006,0.00032542122,0.00024158043,0.0004653578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066076603,0.00023585724,0.00029564046,0.00039305043,0.00016610368,0.00004926253,0.00019474562,0.000057574754,0.00025426043],"category_scores_gemma":[0.00011709195,0.00017203488,0.000054147193,0.0002773556,0.00025050208,0.00034444744,0.00017479848,0.00095112727,0.000068764464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001052323,0.00018601395,0.9608375,0.000024117995,0.00007521125,0.0016239355,0.00055573694,9.521745e-7,0.00028881498,0.00001185985,0.000021780384,0.035321746],"study_design_scores_gemma":[0.0054001766,0.0011742002,0.9909838,0.00015567135,0.000034395693,0.0009459347,0.00017721983,0.000008528021,0.0003799348,0.000025191068,0.0005232434,0.00019171354],"about_ca_topic_score_codex":0.0000036066633,"about_ca_topic_score_gemma":0.0000029902621,"teacher_disagreement_score":0.03513003,"about_ca_system_score_codex":0.00012725576,"about_ca_system_score_gemma":0.00003455971,"threshold_uncertainty_score":0.70153785},"labels":[],"label_agreement":null},{"id":"W2110549314","doi":"10.1016/j.joms.2011.02.122","title":"Subjective Outcomes of Maxillomandibular Advancement Surgery for Treatment of Obstructive Sleep Apnea Syndrome","year":2011,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Continuous positive airway pressure; Obstructive sleep apnea; McNemar's test; Excessive daytime sleepiness; Somnolence; Sleep apnea; Anesthesia; Apnea; Adverse effect; Sleep disorder; Polysomnography; Internal medicine; Insomnia","score_opus":0.05572750859225084,"score_gpt":0.29999001157116156,"score_spread":0.24426250297891072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110549314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965285,0.0012039642,0.000814288,0.00010756325,0.00064661296,0.0005109337,0.000079785685,0.0000076275214,0.00010074403],"genre_scores_gemma":[0.9973037,0.00055356935,0.0019659153,0.000016098418,0.000025266012,0.000021497306,0.000008800156,0.000030114412,0.000074992684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976916,0.00005726288,0.0010952496,0.0002307471,0.0005418626,0.00038332975],"domain_scores_gemma":[0.997659,0.00023940078,0.0008834421,0.00019164995,0.0007738306,0.0002526642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005343519,0.00027672036,0.0017663863,0.0006150886,0.00006439199,0.0000070831334,0.00007374545,0.000116940755,0.00011516909],"category_scores_gemma":[0.0003587098,0.0001953533,0.00071911357,0.00026229097,0.00032008937,0.00026904125,0.00003814434,0.00008933386,0.0000011165635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038936874,0.00089847035,0.7809113,0.00020298795,0.0016318244,0.00038215244,0.0004946395,9.436809e-7,0.0026318005,0.00018420283,0.0000046248424,0.20876333],"study_design_scores_gemma":[0.002038508,0.002647124,0.9636085,0.00006478904,0.0004831601,0.00068249425,0.00055199314,0.000009109356,0.025926037,0.0006828122,0.0030971877,0.00020826409],"about_ca_topic_score_codex":0.00016673493,"about_ca_topic_score_gemma":0.0000039369093,"teacher_disagreement_score":0.20855506,"about_ca_system_score_codex":0.00016630738,"about_ca_system_score_gemma":0.0001218424,"threshold_uncertainty_score":0.79662764},"labels":[],"label_agreement":null},{"id":"W2110557210","doi":"10.14740/jocmr1718w","title":"Non-Invasive Respiratory Volume Monitoring to Detect Apnea in Post-Operative Patients: Case Series","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Respiratory monitoring; Series (stratigraphy); Volume (thermodynamics); Apnea; Respiratory system; Intensive care medicine; Internal medicine","score_opus":0.12771197644018728,"score_gpt":0.5014615478104247,"score_spread":0.37374957137023745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110557210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878607,0.00021388587,0.00020093341,0.008283281,0.00095749676,0.0009365132,0.000004031112,0.0000105028885,0.0015326999],"genre_scores_gemma":[0.99282503,0.00007442857,0.0017085844,0.0004649684,0.0045595956,0.000028019354,0.0000014215019,0.000055778626,0.0002821952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9907046,0.0021753244,0.002604684,0.0005183208,0.0030687707,0.0009283182],"domain_scores_gemma":[0.9828523,0.005906378,0.00043408308,0.0006718244,0.008391094,0.0017443241],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.019892452,0.0002705225,0.0014681448,0.0017235739,0.00019013666,0.000039692182,0.00048418995,0.000295918,0.00022760277],"category_scores_gemma":[0.10604335,0.00018804077,0.0002437932,0.0014814932,0.0009928934,0.00038945314,0.00033802804,0.004067947,0.00013053931],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059514297,0.00052275334,0.7321818,0.00022772794,0.00020790035,0.011730124,0.0014378427,0.000012219338,0.0065292334,0.000015969477,0.0013333315,0.23984967],"study_design_scores_gemma":[0.020239616,0.07593977,0.870987,0.0020943494,0.00012470143,0.0030767545,0.008867242,0.00023966395,0.010812755,0.00024365482,0.006989408,0.0003850786],"about_ca_topic_score_codex":0.00012981758,"about_ca_topic_score_gemma":0.00009884773,"teacher_disagreement_score":0.2394646,"about_ca_system_score_codex":0.00042766036,"about_ca_system_score_gemma":0.0007609651,"threshold_uncertainty_score":0.9982297},"labels":[],"label_agreement":null},{"id":"W2111071590","doi":"10.1136/thorax.57.5.417","title":"Cardiovascular medication use in patients with undiagnosed obstructive sleep apnoea","year":2002,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Boniface Hospital","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Medical prescription; Body mass index; Odds ratio; Pediatrics; Internal medicine; Population","score_opus":0.023704726802990923,"score_gpt":0.2559153705945719,"score_spread":0.232210643791581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111071590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964542,0.0002597383,0.00034198255,0.00015211778,0.0000982114,0.0009174243,0.000011433873,0.00005441627,0.001710481],"genre_scores_gemma":[0.99829596,0.00002096633,0.0013038353,0.000055991426,0.00007446856,0.00005919372,0.00005103855,0.000038349972,0.000100207246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978984,0.00013976528,0.00021171998,0.00039606096,0.0009922909,0.00036173858],"domain_scores_gemma":[0.9987591,0.00011629149,0.00005294346,0.00063993357,0.00024370482,0.00018801483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021603281,0.0001672769,0.00035256858,0.00027224227,0.000050412946,0.00002170596,0.0001186091,0.00010418769,0.00037929628],"category_scores_gemma":[0.00037096688,0.00013507095,0.00009950175,0.00056389556,0.00017505517,0.00024807703,0.000048016776,0.0003317722,0.00017284609],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024770363,0.0003328266,0.9299494,0.000037538193,0.00039755064,0.00008590701,0.00032958764,0.00003863961,0.000044659402,0.000106976615,0.00006561346,0.06836359],"study_design_scores_gemma":[0.0045100707,0.0002489073,0.99280727,0.000045104083,0.00012638852,0.000007127729,0.000099323675,0.0006150727,0.0003961465,0.00003770027,0.00095671305,0.00015017307],"about_ca_topic_score_codex":0.00013073982,"about_ca_topic_score_gemma":0.000022628576,"teacher_disagreement_score":0.06821342,"about_ca_system_score_codex":0.00029399907,"about_ca_system_score_gemma":0.000012756832,"threshold_uncertainty_score":0.55080336},"labels":[],"label_agreement":null},{"id":"W2111212170","doi":"10.1164/rccm.201506-1131ed","title":"Treatment of Central Sleep Apnea with Adaptive Servoventilation in Chronic Heart Failure","year":2015,"lang":"en","type":"editorial","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Central sleep apnea; Heart failure; Sleep apnea; Cheyne–Stokes respiration; Intensive care medicine; Sleep (system call); Obstructive sleep apnea; Apnea; Cardiology; Internal medicine; Polysomnography","score_opus":0.018382603381019286,"score_gpt":0.33031992443876457,"score_spread":0.3119373210577453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111212170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7253829,0.08514149,0.001116343,0.0070970287,0.17725381,0.0026723377,0.00042463257,0.000052660536,0.0008588044],"genre_scores_gemma":[0.8466303,0.0000659411,0.00041167784,0.00004845182,0.15275115,0.0000099850095,0.00002887205,0.000047152374,0.000006461685],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961633,0.00035336212,0.0008341818,0.00035691482,0.0018118612,0.00048035354],"domain_scores_gemma":[0.9952748,0.0008088196,0.00040758276,0.00027811056,0.0025362188,0.0006944853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041032876,0.00037493338,0.0017499474,0.0005317942,0.00003928019,0.000010392532,0.00012630694,0.0002468209,0.000054241984],"category_scores_gemma":[0.0011543569,0.00024453024,0.00014555703,0.0004828524,0.0021368745,0.00012790534,0.000030275058,0.001007739,9.912053e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07374955,0.0027808258,0.18036136,0.007848221,0.0034797767,0.012200248,0.020286625,0.00017260997,0.0074718897,0.0005313797,0.15728246,0.53383505],"study_design_scores_gemma":[0.028092973,0.3531399,0.014593794,0.0039995736,0.0028794475,0.0005913988,0.040581837,0.00014478256,0.001290874,0.000060914994,0.5538611,0.000763423],"about_ca_topic_score_codex":0.00012611352,"about_ca_topic_score_gemma":0.00010060394,"teacher_disagreement_score":0.53307164,"about_ca_system_score_codex":0.0014847401,"about_ca_system_score_gemma":0.0013122646,"threshold_uncertainty_score":0.9971653},"labels":[],"label_agreement":null},{"id":"W2111540369","doi":"10.1016/j.annepidem.2015.07.004","title":"Menopausal hormone therapy and sleep-disordered breathing: evidence for a healthy user bias","year":2015,"lang":"en","type":"article","venue":"Annals of Epidemiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; National Institute on Aging; Institute of Aging; National Institutes of Health","keywords":"Medicine; Sleep disordered breathing; Sleep (system call); Audiology; Hormone therapy; Breathing; Physical medicine and rehabilitation; Internal medicine; Physical therapy; Psychiatry; Obstructive sleep apnea; Cancer","score_opus":0.6291105104103355,"score_gpt":0.5149386101033605,"score_spread":0.114171900306975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111540369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86472565,0.06940771,0.0023669924,0.06206759,0.00010825479,0.0010848956,0.00001998162,0.000035654863,0.00018328255],"genre_scores_gemma":[0.9751496,0.0069704503,0.010009541,0.007368694,0.00020970812,0.00011800207,0.000023770372,0.00003505929,0.00011521248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99723786,0.0007796913,0.00066188717,0.00045327464,0.00019164875,0.00067562034],"domain_scores_gemma":[0.99235517,0.0057438216,0.00027208272,0.00043102022,0.00070166163,0.00049623125],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0070564398,0.00018436239,0.00090393506,0.00018094997,0.00005645133,0.0000039945276,0.00015050272,0.00019640989,0.000021529442],"category_scores_gemma":[0.027818913,0.00014205574,0.00008448161,0.00017775656,0.00041928902,0.00013727848,0.000086938904,0.00023418562,0.000009124595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04935018,0.0011263867,0.5101812,0.00069062243,0.0018360732,0.00005692601,0.0027019957,0.00004680472,0.022204207,0.025317047,0.0825096,0.30397895],"study_design_scores_gemma":[0.020939106,0.06318589,0.7287588,0.00031004503,0.00021049393,0.00046203996,0.00091503083,0.007810718,0.005342947,0.065173954,0.10601917,0.0008718063],"about_ca_topic_score_codex":0.00043552436,"about_ca_topic_score_gemma":0.000012493783,"teacher_disagreement_score":0.30310714,"about_ca_system_score_codex":0.000027047448,"about_ca_system_score_gemma":0.00011028286,"threshold_uncertainty_score":0.98037016},"labels":[],"label_agreement":null},{"id":"W2111635370","doi":"10.1183/13993003/erj.42.suppl_57.3306","title":"Seasonal variability of at-home pulse oximetry in children with obstructive sleep apnea","year":2013,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pulse oximetry; Nocturnal; Obstructive sleep apnea; Apnea; Pediatrics; Sleep apnea; Internal medicine; Anesthesia","score_opus":0.01426702703499926,"score_gpt":0.254964317360323,"score_spread":0.24069729032532372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111635370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98939234,0.00021174223,0.00030047298,0.000085974636,0.00009314353,0.00062191364,0.000016808577,0.00002838026,0.009249205],"genre_scores_gemma":[0.9978867,0.0000023833375,0.0014013172,0.0001778118,0.000367598,0.0000074474337,0.000004982314,0.000081452104,0.00007028217],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99587595,0.0013605865,0.0007033417,0.00047243104,0.0009964312,0.00059125887],"domain_scores_gemma":[0.9977635,0.00013362289,0.00033669587,0.00057255675,0.00062547816,0.0005681114],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001953349,0.00029171223,0.0004967562,0.00044196943,0.00014902969,0.000055498207,0.00037436798,0.0000767053,0.002253366],"category_scores_gemma":[0.0004878751,0.00022156113,0.00015336786,0.00062524754,0.0004896567,0.0003532008,0.00024554014,0.0012672935,0.00027697455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004661749,0.0002626636,0.94523764,0.000029562441,0.00027521164,0.00019807393,0.00015438015,0.000022029715,0.014026113,0.000040854517,0.00005792946,0.039229352],"study_design_scores_gemma":[0.0038958157,0.00070955564,0.99123657,0.000044983062,0.000053363725,0.0011200329,0.000115086375,0.00013498259,0.0022523964,0.00007002312,0.00015085514,0.00021633478],"about_ca_topic_score_codex":0.000013603186,"about_ca_topic_score_gemma":0.0000021942913,"teacher_disagreement_score":0.045998916,"about_ca_system_score_codex":0.00045744522,"about_ca_system_score_gemma":0.0000996419,"threshold_uncertainty_score":0.9986587},"labels":[],"label_agreement":null},{"id":"W2111748574","doi":"10.1053/rmed.2003.1480","title":"Overnight home oximetry: can it identify patients with obstructive sleep apnea–hypopnea who have minimal daytime sleepiness?","year":2003,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Polysomnography; Apnea; Obstructive sleep apnea; Hypopnea; Excessive daytime sleepiness; Sleep apnea; Apnea–hypopnea index; Pulse oximetry; Anesthesia; Sleep disorder; Internal medicine; Insomnia; Psychiatry","score_opus":0.022248417744899475,"score_gpt":0.2965823062823526,"score_spread":0.2743338885374531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111748574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745565,0.0011380706,0.0004739625,0.0010423663,0.00069658965,0.0019468525,0.00012010011,0.00015927095,0.01986631],"genre_scores_gemma":[0.9949427,0.0000088607685,0.00044635934,0.0022354252,0.0008097483,0.000116056726,0.00013277473,0.00022181372,0.0010862589],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9924667,0.00054478354,0.0010956695,0.0014249879,0.0030531008,0.001414764],"domain_scores_gemma":[0.994891,0.00039968165,0.0004928473,0.0015070763,0.0014821537,0.0012272493],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009978943,0.00087356614,0.0015695527,0.0009867025,0.0003552888,0.000052842373,0.0004901275,0.00040141994,0.0025178236],"category_scores_gemma":[0.0022084785,0.0006566331,0.00019721125,0.0014623501,0.0013945593,0.0003936414,0.00016236436,0.0012101973,0.00020148605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001960021,0.00069836713,0.9718835,0.00042475096,0.0010941392,0.00082811253,0.0013672421,0.000008337311,0.005506597,0.0008664944,0.0043689366,0.010993522],"study_design_scores_gemma":[0.021694522,0.0035115667,0.9206127,0.00039338588,0.00069960736,0.00010384568,0.0016896167,0.00020463372,0.0066390997,0.00013258024,0.04331019,0.0010082698],"about_ca_topic_score_codex":0.00010059204,"about_ca_topic_score_gemma":0.00006008328,"teacher_disagreement_score":0.051270798,"about_ca_system_score_codex":0.00083988917,"about_ca_system_score_gemma":0.00021411588,"threshold_uncertainty_score":0.9995885},"labels":[],"label_agreement":null},{"id":"W2112027766","doi":"10.25011/cim.v35i2.16294","title":"Quality of life and metabolic disorders in patients with obstructive sleep apnea","year":2012,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Internal medicine; Quality of life (healthcare); Body mass index; Insulin resistance; Excessive daytime sleepiness; Apnea; Sleep apnea; Apnea–hypopnea index; Diabetes mellitus; Obesity; Physical therapy; Sleep disorder; Endocrinology; Polysomnography; Insomnia; Psychiatry","score_opus":0.10631748932890923,"score_gpt":0.37139070385694845,"score_spread":0.2650732145280392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112027766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99425256,0.0012017284,0.000052822004,0.0029232188,0.00013650808,0.00059824914,0.000010363447,0.00001201473,0.0008125601],"genre_scores_gemma":[0.9983489,0.000077528355,0.00085965154,0.00045609017,0.00018557982,0.000016957672,0.000020009411,0.000017801287,0.000017501408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99760664,0.00041290824,0.0008182421,0.00035076027,0.00047667144,0.0003347643],"domain_scores_gemma":[0.9979198,0.000554367,0.00024245938,0.00023006974,0.0002291893,0.0008241314],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012148648,0.00020643197,0.001005938,0.00015233768,0.000041572373,0.000002703843,0.000067326466,0.00011488249,0.000055207624],"category_scores_gemma":[0.0061982414,0.00012628007,0.00004210401,0.00039169268,0.013569838,0.00022794593,0.00010262268,0.0005040039,0.0000022554061],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056931033,0.00032273846,0.97086185,0.00011299812,0.00014280745,3.44422e-7,0.0009248079,9.966443e-8,0.000091322785,0.005354254,0.00001081021,0.02160864],"study_design_scores_gemma":[0.009380799,0.0011721032,0.9844711,0.0000703822,0.0000718947,7.0032036e-7,0.0008970508,0.00003391513,0.00008517095,0.0035268872,0.00016138236,0.00012860497],"about_ca_topic_score_codex":0.00013590451,"about_ca_topic_score_gemma":0.00003184234,"teacher_disagreement_score":0.021480035,"about_ca_system_score_codex":0.00001353379,"about_ca_system_score_gemma":0.000032658707,"threshold_uncertainty_score":0.98911464},"labels":[],"label_agreement":null},{"id":"W2112072941","doi":"10.1503/cmaj.140238","title":"Obstructive sleep apnea and the prevalence and incidence of cancer","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Toronto; University Health Network; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Odds ratio; Cancer; Body mass index; Internal medicine; Polysomnography; Confidence interval; Incidence (geometry); Cancer registry; Logistic regression; Apnea–hypopnea index; Apnea","score_opus":0.006648846670256455,"score_gpt":0.2702744457170458,"score_spread":0.26362559904678934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112072941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671518,0.0013714065,0.00014028151,0.029646486,0.00023577578,0.00018981456,0.000013460492,0.0000042333118,0.001246724],"genre_scores_gemma":[0.99730444,0.0003774467,0.0000965532,0.001606871,0.0004514551,0.000007810315,4.3146028e-7,0.000007489524,0.00014748568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979948,0.00026894562,0.00026204367,0.00012833299,0.0010733783,0.00027249486],"domain_scores_gemma":[0.9977359,0.0005713263,0.00017875666,0.00008720224,0.00050842884,0.00091838924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002117079,0.000076459255,0.000226783,0.00010250756,0.00017065916,0.0000316917,0.000117931486,0.0001496555,0.00069681933],"category_scores_gemma":[0.0064690323,0.000051010837,0.0000381838,0.00015286777,0.00041265742,0.00008386573,0.000031461517,0.00070706016,0.000003894152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053629148,0.000006016296,0.82448286,0.000067662564,0.0001359532,0.000022051025,0.00064457936,6.2341877e-7,0.000040758037,0.0015776111,0.00028657433,0.17268169],"study_design_scores_gemma":[0.0027534883,0.0000651823,0.9857969,0.00009471019,0.00009894157,0.00034682124,0.0002783442,0.004326763,0.000074720876,0.0008819768,0.005210667,0.00007147112],"about_ca_topic_score_codex":0.0034829043,"about_ca_topic_score_gemma":0.007815484,"teacher_disagreement_score":0.17261021,"about_ca_system_score_codex":0.00032958062,"about_ca_system_score_gemma":0.00044623684,"threshold_uncertainty_score":0.77445036},"labels":[],"label_agreement":null},{"id":"W2112091670","doi":"10.1164/rccm.2211003","title":"Is Chronic Obstructive Pulmonary Disease Related to Sleep Apnea–Hypopnea Syndrome?","year":2002,"lang":"en","type":"editorial","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Pulmonary disease; Sleep apnea; Hypopnea; Internal medicine; Cardiology; Intensive care medicine; Apnea; Polysomnography","score_opus":0.013980570051059096,"score_gpt":0.32202057158099945,"score_spread":0.3080400015299404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112091670","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25279155,0.13717456,0.00033121248,0.017916732,0.58441454,0.0023570324,0.0009916278,0.00017011951,0.0038526035],"genre_scores_gemma":[0.7585689,0.0002508955,0.00020596948,0.0012660893,0.23926939,0.000033284014,0.00004650194,0.00018541778,0.00017356304],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99247414,0.0005720663,0.001561493,0.0009679306,0.003442773,0.0009815828],"domain_scores_gemma":[0.9898071,0.0020508599,0.00055353635,0.0008054707,0.0034805704,0.0033024375],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078109687,0.0007945336,0.0024434233,0.0011405005,0.00023973509,0.000045587967,0.0005345292,0.0005027921,0.0009632942],"category_scores_gemma":[0.009685744,0.00062578236,0.00044419355,0.0011534991,0.004047414,0.00022429609,0.00023291046,0.0039188988,0.000051932027],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006383965,0.0005979147,0.010720496,0.005188466,0.0016177219,0.066679075,0.0038558603,0.0000052767473,0.00095653447,0.00022895135,0.31537214,0.58839357],"study_design_scores_gemma":[0.006143613,0.05013897,0.02222294,0.0041692746,0.005253703,0.00352091,0.012217092,0.00008488818,0.00010979415,0.00041117094,0.8941344,0.0015932166],"about_ca_topic_score_codex":0.000023756505,"about_ca_topic_score_gemma":0.0000013027184,"teacher_disagreement_score":0.5868004,"about_ca_system_score_codex":0.0010441914,"about_ca_system_score_gemma":0.00062222517,"threshold_uncertainty_score":0.99994993},"labels":[],"label_agreement":null},{"id":"W2112312437","doi":"10.1136/thorax.56.7.508","title":"Reduction in motor vehicle collisions following treatment of sleep apnoea with nasal CPAP","year":2001,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":458,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Sleep (system call); Anesthesia; Reduction (mathematics)","score_opus":0.028166478608288262,"score_gpt":0.3267576328181419,"score_spread":0.29859115420985366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112312437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99583834,0.00017531015,0.00009090385,0.00045015832,0.0001002632,0.0006531073,0.0000050268345,0.000032295517,0.002654615],"genre_scores_gemma":[0.99759096,0.000028287595,0.0014827524,0.0000065885683,0.00009802226,0.00005285017,0.0000115008925,0.00002395116,0.00070506474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998891,0.000059665814,0.00019628495,0.0002299917,0.000358492,0.00026457626],"domain_scores_gemma":[0.9994261,0.00004704089,0.000043645472,0.00028755778,0.00007795206,0.0001176978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012938592,0.00011794827,0.00028009113,0.00021078782,0.00004898643,0.000007503407,0.000054682947,0.000061910425,0.00008692044],"category_scores_gemma":[0.000042412597,0.00008864391,0.00007896554,0.00055372796,0.00007435072,0.00008734627,0.000018256107,0.00009921914,0.000025294254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004034566,0.0017308742,0.5070716,0.000046082525,0.0003275565,0.00069834385,0.0016452811,0.00013133972,0.40539253,0.00021328565,0.00001942459,0.07868909],"study_design_scores_gemma":[0.017001776,0.0090137515,0.78380096,0.0002588678,0.00034480472,0.00032688456,0.0042170323,0.0063022715,0.1761832,0.00016489848,0.0019868927,0.00039865464],"about_ca_topic_score_codex":0.00027331343,"about_ca_topic_score_gemma":0.000040807616,"teacher_disagreement_score":0.27672935,"about_ca_system_score_codex":0.00033610073,"about_ca_system_score_gemma":0.000047241014,"threshold_uncertainty_score":0.36147934},"labels":[],"label_agreement":null},{"id":"W2112346374","doi":"10.2174/1874321801105010007","title":"Screening for Obstructive Sleep Apnea Syndrome in the PreoperativePatients","year":2011,"lang":"en","type":"article","venue":"The Open Anesthesiology Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Demographics; Airway obstruction; Perioperative; Airway; Sleep apnea; Population; Apnea; Sleep (system call); Intensive care medicine; Pediatrics; Anesthesia; Emergency medicine","score_opus":0.09128160703611005,"score_gpt":0.3395948004098479,"score_spread":0.24831319337373786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112346374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915662,0.00011578258,0.0007176601,0.0012740794,0.00011424417,0.0020578085,0.0000035683895,0.0000075520825,0.004143123],"genre_scores_gemma":[0.99349195,0.000007090185,0.0052167363,0.0008202259,0.000085308006,0.0001753492,0.0000052248497,0.000026898328,0.00017121031],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771476,0.00085235544,0.00038852415,0.00026220788,0.00027618284,0.0005059481],"domain_scores_gemma":[0.9986312,0.00046432257,0.00018134115,0.0004117389,0.00020164384,0.000109761895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022166232,0.00018637584,0.00038782155,0.00013957616,0.00053336524,0.000082140934,0.0013617167,0.00011057206,0.0003121195],"category_scores_gemma":[0.000352151,0.000090158275,0.00011676393,0.00024920222,0.00043119272,0.00027739594,0.00019441059,0.0008507472,0.000029256014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008745195,0.0008380313,0.8421445,0.000039716568,0.00073137006,0.002454495,0.030025091,0.000026510805,0.0007776429,0.007982671,0.00032692644,0.10590787],"study_design_scores_gemma":[0.0028392011,0.0022036468,0.9680359,0.00003829485,0.000081442246,0.01577564,0.005431479,0.00031050935,0.0003741704,0.0043049194,0.00046999607,0.0001348298],"about_ca_topic_score_codex":0.00008011226,"about_ca_topic_score_gemma":0.00002000824,"teacher_disagreement_score":0.1258914,"about_ca_system_score_codex":0.000062034684,"about_ca_system_score_gemma":0.00005431192,"threshold_uncertainty_score":0.4102268},"labels":[],"label_agreement":null},{"id":"W2112458829","doi":"10.1093/bja/aes465","title":"Proportion of surgical patients with undiagnosed obstructive sleep apnoea","year":2012,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":305,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Polysomnography; Perioperative; Cohort; Sleep study; Population; Pediatrics; Surgery; Internal medicine; Apnea","score_opus":0.00934591739827372,"score_gpt":0.25267635185708065,"score_spread":0.24333043445880692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112458829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980769,0.00089266815,0.000087525405,0.000112171234,0.000089833,0.00031606146,0.0000068107574,0.000008004905,0.0004100327],"genre_scores_gemma":[0.99766266,0.00014961761,0.0019077032,0.00001621518,0.00020674126,0.0000031578247,0.000009022853,0.000029055325,0.000015797687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978261,0.000117342664,0.0005241137,0.00011979494,0.0010634607,0.00034918854],"domain_scores_gemma":[0.99787456,0.000045840436,0.0004929676,0.00013285679,0.0011077444,0.00034600747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045081886,0.00012323842,0.0004468877,0.00018851245,0.000053242755,0.00001905469,0.000117841395,0.00008827241,0.00013690504],"category_scores_gemma":[0.00015464297,0.00010662191,0.00014417605,0.00029744083,0.00024015232,0.0004125385,0.000021630987,0.00038725953,0.000006206529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079997594,0.0008649185,0.84390974,0.00004760826,0.00017109848,0.00093889184,0.00007963785,0.000002599029,0.000057748104,0.00012016984,0.00007062216,0.15293698],"study_design_scores_gemma":[0.00438351,0.0016470568,0.9867637,0.00024301102,0.00013721849,0.0043575857,0.00013828272,0.000006095874,0.0012048462,0.000037136517,0.00097284,0.00010871082],"about_ca_topic_score_codex":0.00003673743,"about_ca_topic_score_gemma":0.0000037861928,"teacher_disagreement_score":0.15282826,"about_ca_system_score_codex":0.00013611866,"about_ca_system_score_gemma":0.00006807533,"threshold_uncertainty_score":0.43479154},"labels":[],"label_agreement":null},{"id":"W2112601592","doi":"10.1016/j.anclin.2010.02.002","title":"Obstructive Sleep Apnea: Preoperative Assessment","year":2010,"lang":"en","type":"review","venue":"Anesthesiology Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Risk stratification; Intensive care medicine; Polysomnography; Respiratory disturbance index; Perioperative; Apnea; Sleep apnea; Vigilance (psychology); Anesthesia; Internal medicine","score_opus":0.06381902714941257,"score_gpt":0.42545792399373894,"score_spread":0.3616388968443264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112601592","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014257526,0.9899962,0.00005615069,0.00012184499,0.001109572,0.003289631,0.00007064294,0.00015214458,0.0037780649],"genre_scores_gemma":[0.0001277259,0.9906117,0.005749388,0.00031191262,0.0009525679,0.0005919239,0.0006590131,0.0002128576,0.0007829091],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99433094,0.0011514307,0.0015765032,0.0014756813,0.0005408856,0.0009245595],"domain_scores_gemma":[0.993946,0.0025904875,0.0007917497,0.0016272962,0.000586668,0.00045776612],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0010945085,0.00096337066,0.0047083874,0.00046323406,0.00022596883,0.00003988746,0.0006968841,0.002698326,0.0005410989],"category_scores_gemma":[0.001230848,0.0007028599,0.001221839,0.0005396827,0.0011151127,0.00010639135,0.00033361017,0.0054697967,0.0013241969],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004805895,0.00027518766,0.00300514,0.0031106756,0.000739188,0.0005908535,0.00005997577,1.4621985e-7,0.0000012494202,0.0008766506,0.000069998736,0.99122286],"study_design_scores_gemma":[0.0007851029,0.0013662382,0.0040789125,0.0010348973,0.002322646,0.0015601374,0.000075367105,0.000051902625,0.0000022306588,0.00022382337,0.9878861,0.000612645],"about_ca_topic_score_codex":0.0000057129373,"about_ca_topic_score_gemma":0.000005130359,"teacher_disagreement_score":0.99061024,"about_ca_system_score_codex":0.00032149983,"about_ca_system_score_gemma":0.0009879101,"threshold_uncertainty_score":0.99954224},"labels":[],"label_agreement":null},{"id":"W2112616328","doi":"10.1016/s0889-5406(00)70169-7","title":"Cephalometric comparisons between Chinese and Caucasian patients with obstructive sleep apnea","year":2000,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Craniofacial; Obstructive sleep apnea; Hyoid bone; Maxilla; Airway; Cephalometry; Orthodontics; Sleep apnea; Tongue; Cephalometric analysis; Dentistry; Soft palate; Anatomy; Surgery; Internal medicine","score_opus":0.010196996828917754,"score_gpt":0.2794947848127955,"score_spread":0.2692977879838777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112616328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99591637,0.00029998284,0.0025658114,0.00024670857,0.0000916596,0.00028765967,0.000052368858,0.000013082169,0.0005263753],"genre_scores_gemma":[0.98983055,0.00020848995,0.009460346,0.000088032546,0.0002956305,0.0000019417703,0.00001603934,0.00004403552,0.00005490716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974797,0.00014072917,0.0006427854,0.00030300053,0.0009961567,0.00043762612],"domain_scores_gemma":[0.9976491,0.0002051043,0.0004862621,0.00021159503,0.0006420032,0.0008059576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003689688,0.00031003272,0.0009823025,0.0005962432,0.0001814002,0.000082231985,0.00012525148,0.00007561665,0.00007015505],"category_scores_gemma":[0.00023930977,0.00022090226,0.00012908582,0.0013113299,0.00088424614,0.00024979256,0.00006731685,0.0006327981,0.0000035067526],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005276763,0.00011379629,0.6871742,0.000017237155,0.00029589602,0.000094160845,0.00032390133,0.0000031524357,0.000003674501,0.000010265368,0.000006345215,0.31142968],"study_design_scores_gemma":[0.003163639,0.0024986877,0.99076104,0.000029352394,0.00045206564,0.000285868,0.00045816493,0.00008344295,0.0000047293743,0.000011294272,0.0020248839,0.00022684279],"about_ca_topic_score_codex":0.00006110464,"about_ca_topic_score_gemma":0.000023153336,"teacher_disagreement_score":0.31120282,"about_ca_system_score_codex":0.00006617436,"about_ca_system_score_gemma":0.00007773917,"threshold_uncertainty_score":0.9008133},"labels":[],"label_agreement":null},{"id":"W2112687391","doi":"10.1136/hrt.2008.142729","title":"Should sleep apnoea be a specific target of therapy in chronic heart failure?","year":2008,"lang":"en","type":"review","venue":"Heart","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Heart failure; Afterload; Continuous positive airway pressure; Cardiology; Hypoxia (environmental); Internal medicine; Sleep (system call); Blood pressure; Positive airway pressure; Ejection fraction; Anesthesia; Obstructive sleep apnea; Oxygen","score_opus":0.11481762869702171,"score_gpt":0.3890777350004182,"score_spread":0.2742601063033965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112687391","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038103038,0.9945738,0.000011855565,0.00095755607,0.00020967946,0.0029363646,0.00005872074,0.000054662174,0.0008163829],"genre_scores_gemma":[0.000285874,0.9962544,0.0018031169,0.00014611239,0.00069022767,0.0002331288,0.00015560049,0.00017056506,0.00026099203],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957819,0.00040698118,0.0010551042,0.0008129554,0.0010928401,0.00085021305],"domain_scores_gemma":[0.99790674,0.0002806083,0.00018153698,0.0011651278,0.00017882125,0.00028713726],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044742585,0.00060638506,0.0033057656,0.00088756776,0.00006042209,0.00001756922,0.000296087,0.0006179885,0.002036767],"category_scores_gemma":[0.00009286769,0.0004887041,0.0009439771,0.0012171443,0.00037898717,0.000084627696,0.000120239216,0.0016851451,0.0004272566],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020018747,0.0009227527,0.002283277,0.021333117,0.0007193881,0.0004212346,0.0002416591,0.0000036355843,0.0007190656,0.00017224545,0.049124386,0.92385906],"study_design_scores_gemma":[0.0013172561,0.0005900013,0.00048501778,0.0032602747,0.00004544359,0.0006268118,0.000016864302,0.000013669291,0.00018439432,0.000010261612,0.9931182,0.00033177235],"about_ca_topic_score_codex":0.0000692833,"about_ca_topic_score_gemma":0.00002204244,"teacher_disagreement_score":0.94399387,"about_ca_system_score_codex":0.0009922846,"about_ca_system_score_gemma":0.00073629984,"threshold_uncertainty_score":0.99975646},"labels":[],"label_agreement":null},{"id":"W2113094539","doi":"10.1136/thoraxjnl-2013-204476","title":"SKUP<sup>3</sup>trial: comment","year":2013,"lang":"cs","type":"letter","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Genentech; GlaxoSmithKline; AstraZeneca","keywords":"Medicine","score_opus":0.0440230534066348,"score_gpt":0.33428926870831416,"score_spread":0.29026621530167934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113094539","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033824675,0.0026078015,0.0003926609,0.8984588,0.005077703,0.012405793,0.00040591456,0.00040104732,0.04642562],"genre_scores_gemma":[0.062973075,0.001051478,0.0032684985,0.7171085,0.08579792,0.0022426993,0.0045465664,0.0016933264,0.121317975],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893309,0.0014408405,0.0014952759,0.0017474528,0.0033321143,0.0026534575],"domain_scores_gemma":[0.9933896,0.0011345806,0.0005200919,0.0031793346,0.00087834237,0.0008980268],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0014986794,0.0014098869,0.002252171,0.000863662,0.00037272752,0.00034518057,0.0015452957,0.0021668214,0.029180547],"category_scores_gemma":[0.000798769,0.0012466194,0.00076349976,0.0007979758,0.00091015594,0.0002589389,0.0011536764,0.0071461536,0.03973192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053168028,0.00056507497,0.00045258028,0.0012200401,0.0014303376,0.001332142,0.0007940483,0.000009820729,0.00022220625,0.00032302676,0.95559764,0.032736257],"study_design_scores_gemma":[0.03777071,0.0019505491,0.0002323778,0.0005901998,0.0008638036,0.00008558577,0.00056059536,0.0018463182,0.0005147186,0.0002876098,0.9541848,0.0011127746],"about_ca_topic_score_codex":0.00079147256,"about_ca_topic_score_gemma":0.00000420033,"teacher_disagreement_score":0.18135032,"about_ca_system_score_codex":0.0014666428,"about_ca_system_score_gemma":0.00030813704,"threshold_uncertainty_score":0.9998651},"labels":[],"label_agreement":null},{"id":"W2113224988","doi":"10.1016/j.cjca.2015.05.003","title":"Hypertension and Sleep Apnea","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Blood pressure; Sleep apnea; Apnea; Epidemiology; Cardiology; Continuous positive airway pressure; Stroke (engine); Clinical trial; Intensive care medicine; Internal medicine","score_opus":0.07988486628458266,"score_gpt":0.3353567278813292,"score_spread":0.2554718615967465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113224988","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000035986202,0.9939835,0.00008959986,0.0001749441,0.0008400875,0.00028120616,0.000029269482,0.0000029888508,0.004562388],"genre_scores_gemma":[0.0013104425,0.99619895,0.00014934047,0.00005243354,0.0021450885,0.0000037763384,0.000018836374,0.00005107926,0.00007002721],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982406,0.00035136566,0.0005465424,0.00020790038,0.00022083416,0.00043278773],"domain_scores_gemma":[0.9967969,0.00012875651,0.00026279342,0.00027865873,0.00075350335,0.0017794066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079022086,0.00024877573,0.0028665415,0.00090640754,0.000051663108,0.000017766984,0.00018411932,0.00047391478,0.000021551989],"category_scores_gemma":[0.0006990838,0.00017869091,0.00047155668,0.00020689209,0.00035212067,0.00004341305,0.000031727504,0.0010286173,0.000038564835],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011608609,6.5093764e-7,0.00013170327,0.0011655039,0.0007274945,0.0029401318,0.000010626317,8.5633314e-7,5.02135e-7,0.000029980176,0.004517586,0.9904634],"study_design_scores_gemma":[0.00048917276,0.0003257237,0.00010494476,0.0008123827,0.0016822086,0.04274844,0.000026626358,0.000002854274,1.2311848e-7,0.000037839724,0.9536435,0.00012619073],"about_ca_topic_score_codex":0.00013697402,"about_ca_topic_score_gemma":0.00008209266,"teacher_disagreement_score":0.9903372,"about_ca_system_score_codex":0.00046850086,"about_ca_system_score_gemma":0.0025153002,"threshold_uncertainty_score":0.7286804},"labels":[],"label_agreement":null},{"id":"W2113241970","doi":"10.1093/sleep/30.6.703","title":"Two Year Reduction In Sleep Apnea Symptoms and Associated Diabetes Incidence After Weight Loss In Severe Obesity","year":2007,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Université Laval; Medical Research Council; Sanofi; F. Hoffmann-La Roche; GlaxoSmithKline","keywords":"Medicine; Sleep apnea; Obstructive sleep apnea; Obesity; Incidence (geometry); Diabetes mellitus; Weight loss; Apnea; Hypertriglyceridemia; Prospective cohort study; Surgery; Internal medicine; Endocrinology","score_opus":0.006862233013234555,"score_gpt":0.2650539010031734,"score_spread":0.2581916679899388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113241970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975733,0.00033817178,0.000033085,0.00026553578,0.0002138617,0.00048678927,0.000007888952,0.000045856985,0.0010355209],"genre_scores_gemma":[0.9993675,0.000015017016,0.00022876525,0.000071464216,0.00014800375,0.000028349963,0.000018681341,0.000029981375,0.000092282025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979123,0.00012592548,0.00035522494,0.0004545279,0.0005036557,0.0006483597],"domain_scores_gemma":[0.99922967,0.00009999412,0.00007395495,0.00027645027,0.00012933674,0.00019060416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010270061,0.00019133261,0.00033553442,0.00043759384,0.00004336878,0.000021374104,0.00010643097,0.00018013446,0.00014393045],"category_scores_gemma":[0.00033151326,0.00018790756,0.0000505913,0.00077478815,0.00019935898,0.0002499846,0.0001374447,0.0005727985,0.00006513575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025293982,0.00023777585,0.98288906,0.000044816865,0.000040524847,0.00021146824,0.00049377495,0.0000045126053,0.0030676364,0.00010346494,0.000006287016,0.012647753],"study_design_scores_gemma":[0.0030388543,0.00013087643,0.99041224,0.00009353819,0.000029011706,0.000025665062,0.00023006422,0.0010251552,0.004306801,0.0004861296,0.000029256547,0.000192386],"about_ca_topic_score_codex":0.00018282687,"about_ca_topic_score_gemma":0.00049112726,"teacher_disagreement_score":0.012455367,"about_ca_system_score_codex":0.00057241716,"about_ca_system_score_gemma":0.00001946909,"threshold_uncertainty_score":0.7662648},"labels":[],"label_agreement":null},{"id":"W2113743226","doi":"10.1016/s0140-6736(08)61622-0","title":"Obstructive sleep apnoea and its cardiovascular consequences","year":2008,"lang":"en","type":"review","venue":"The Lancet","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1379,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto Rehabilitation Institute; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"Canada Research Chairs","keywords":"Medicine; Cardiology; Blood pressure; Heart failure; Internal medicine; Continuous positive airway pressure; Stroke (engine); Coronary artery disease; Sympathetic nervous system; Cardiac function curve; Heart rate; Obstructive sleep apnea","score_opus":0.0997106528297101,"score_gpt":0.35580761056663823,"score_spread":0.25609695773692814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113743226","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016841841,0.9926758,0.0000073602596,0.0002894751,0.00021989743,0.0015576356,0.00011415371,0.000068160305,0.004899115],"genre_scores_gemma":[0.00036551547,0.99736476,0.00015333226,0.00006721344,0.0016115046,0.00015308619,0.000039413837,0.00006179656,0.00018338024],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99740255,0.00047948776,0.0003489574,0.0005465376,0.00069129746,0.00053116074],"domain_scores_gemma":[0.99807924,0.0003504038,0.00014423263,0.0011055683,0.0001607984,0.00015976005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042022043,0.0004133444,0.003339332,0.00013478413,0.00018192151,0.00003520003,0.00046358982,0.00025326735,0.00007246751],"category_scores_gemma":[0.00041836337,0.00023314098,0.0007073534,0.00039027506,0.00076878903,0.000058887832,0.00021756989,0.001020135,0.00019793159],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031060008,0.000012717347,0.000029535,0.007071239,0.003416129,0.0003802458,0.0001178782,3.8822824e-7,0.0000018520275,0.0007471773,0.00041401232,0.98777777],"study_design_scores_gemma":[0.0007099602,0.000058220397,0.00014849228,0.0018824056,0.0016023156,0.004338269,0.00004079203,0.000010553288,0.000011218339,0.00012038945,0.99083155,0.00024582457],"about_ca_topic_score_codex":0.00002699175,"about_ca_topic_score_gemma":0.000001480101,"teacher_disagreement_score":0.99041754,"about_ca_system_score_codex":0.00014866944,"about_ca_system_score_gemma":0.00014309921,"threshold_uncertainty_score":0.9507213},"labels":[],"label_agreement":null},{"id":"W2113825398","doi":"10.1016/j.cjca.2015.02.025","title":"Prevalence of Sleep-Disordered Breathing-Related Symptoms in Patients with Chronic Heart Failure and Reduced Ejection Fraction","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Polysomnography; Internal medicine; Heart failure; Ejection fraction; Cardiology; Vigilance (psychology); Sleep apnea; Apnea–hypopnea index; Sleep study; Apnea","score_opus":0.008606381276746,"score_gpt":0.24234120309471582,"score_spread":0.2337348218179698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113825398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981203,0.000582675,0.00013581701,0.00044780216,0.00019531159,0.00024073513,0.0000072285925,0.0000028445927,0.00026725783],"genre_scores_gemma":[0.9997181,0.000008158393,0.00011853955,0.000010542143,0.00011168309,0.000002235246,0.0000044801345,0.000013076443,0.000013177965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989363,0.00018355531,0.0002974255,0.00013696062,0.00020325239,0.00024250675],"domain_scores_gemma":[0.9986714,0.00003528901,0.00015942681,0.00013109836,0.0005800417,0.00042274734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036443828,0.00009365749,0.00038362166,0.00048969686,0.000028692935,0.0000061992528,0.000059832455,0.00014405855,0.00001410529],"category_scores_gemma":[0.00028798135,0.00007850342,0.000048872113,0.00022880001,0.00020317241,0.0001452874,0.000008167095,0.00042961724,0.0000016742074],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027551095,0.0000054742463,0.9960316,0.00005499165,0.00015771788,0.00003302955,0.000117139745,0.000521593,0.00043113474,0.000009154154,0.0001402614,0.0022224376],"study_design_scores_gemma":[0.0044260845,0.0022065488,0.99161416,0.000116035764,0.000089329,0.0005011961,0.00015485114,0.000085272826,0.00014099973,0.000049285056,0.00054755283,0.00006866434],"about_ca_topic_score_codex":0.00079123036,"about_ca_topic_score_gemma":0.0006168896,"teacher_disagreement_score":0.0044173747,"about_ca_system_score_codex":0.00065986835,"about_ca_system_score_gemma":0.0007228565,"threshold_uncertainty_score":0.32012764},"labels":[],"label_agreement":null},{"id":"W2113948133","doi":"10.1109/iembs.2008.4649204","title":"Sensitivity of a single coil electromagnetic sensor for non-contact monitoring of breathing","year":2008,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Sensitivity (control systems); Electromagnetic coil; Acoustics; Transmitter; Breathing; Ventilation (architecture); Electronic engineering; Electrical engineering; Computer science; Engineering; Physics; Mechanical engineering; Medicine","score_opus":0.031406811601397334,"score_gpt":0.29574603069715993,"score_spread":0.2643392190957626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113948133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993193,0.00003759,0.00292943,0.00008370673,0.000058514182,0.00048955856,0.000007863461,0.000021169064,0.003179217],"genre_scores_gemma":[0.98040754,0.0000065167064,0.01895482,0.000007932254,0.000111908645,0.000008884632,0.0000024155847,0.000022946462,0.00047701216],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988638,0.00004962464,0.00025573294,0.0001980695,0.00033459757,0.00029818137],"domain_scores_gemma":[0.99872494,0.00044636917,0.00008351386,0.00023558545,0.00041549592,0.00009411102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029240112,0.00011176687,0.0003952843,0.00013464474,0.000048823407,0.0000027532174,0.000039397495,0.00006665885,0.000032746895],"category_scores_gemma":[0.00038051844,0.00009933303,0.00012941778,0.00017884099,0.00009581867,0.000060836344,0.000029929857,0.00012326101,0.0000036213785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031602886,0.00022010306,0.05427086,0.00021753606,0.00007923189,0.000069590154,0.00031770032,0.0000014437296,0.9413047,0.00003073356,0.000009066367,0.00316301],"study_design_scores_gemma":[0.0015768702,0.0013443743,0.15703967,0.00006046539,0.000047048114,0.00031479332,0.00023846928,0.0015127398,0.83777845,0.000008418444,0.000008405302,0.000070326634],"about_ca_topic_score_codex":0.0002957775,"about_ca_topic_score_gemma":0.000005945348,"teacher_disagreement_score":0.10352627,"about_ca_system_score_codex":0.000092679926,"about_ca_system_score_gemma":0.000054658543,"threshold_uncertainty_score":0.40506837},"labels":[],"label_agreement":null},{"id":"W2114863532","doi":"10.1016/s1389-9457(03)00113-8","title":"Sleep and breathing in professional football players","year":2003,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Polysomnography; Medicine; Physical therapy; Anthropometry; Confidence interval; Obstructive sleep apnea; Breathing; Apnea; Anesthesia; Internal medicine","score_opus":0.02151340989245965,"score_gpt":0.3199397804327958,"score_spread":0.29842637054033616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114863532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96849626,0.0015882304,0.0002681241,0.0040420606,0.0008923299,0.0008204418,0.0000026841028,0.00006035003,0.023829537],"genre_scores_gemma":[0.9968954,0.000034824425,0.00094406883,0.000745199,0.00020084376,0.00004023197,0.000015749858,0.000036770758,0.0010869255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976914,0.00015719443,0.00039094163,0.00046248222,0.00075552706,0.000542478],"domain_scores_gemma":[0.99887455,0.00023813607,0.000067613946,0.0003171498,0.00012224252,0.0003803048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096507015,0.00022723922,0.0004705371,0.0004320725,0.000089617424,0.000007686623,0.00009824066,0.00014681762,0.0007925326],"category_scores_gemma":[0.001146988,0.00016941752,0.000040661613,0.00048530643,0.00035825808,0.00011101394,0.00006396626,0.00065683067,0.00003175033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008786372,0.0006351746,0.82125694,0.00060739357,0.00027073582,0.0018094174,0.00498446,0.000010696532,0.036172252,0.019586504,0.0011867507,0.11260106],"study_design_scores_gemma":[0.039798573,0.0025425646,0.9012299,0.0015039995,0.00034558756,0.002329952,0.009596918,0.007592996,0.008027106,0.003231329,0.022876812,0.0009242407],"about_ca_topic_score_codex":0.0000766653,"about_ca_topic_score_gemma":0.000027794546,"teacher_disagreement_score":0.11167682,"about_ca_system_score_codex":0.00018265579,"about_ca_system_score_gemma":0.00004035898,"threshold_uncertainty_score":0.86776763},"labels":[],"label_agreement":null},{"id":"W2115011023","doi":"10.1016/j.sleep.2011.11.004","title":"Positional therapy for obstructive sleep apnea: An objective measurement of patients’ usage and efficacy at home","year":2012,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal","funders":"Canada Research Chairs","keywords":"Supine position; Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; Continuous positive airway pressure; Anesthesia; Physical therapy; Apnea; Polysomnography","score_opus":0.03426416784317199,"score_gpt":0.3066143550466542,"score_spread":0.2723501872034822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115011023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928254,0.002061405,0.000867519,0.00046446268,0.00054147723,0.0023069442,0.00009712905,0.000041756375,0.0007939074],"genre_scores_gemma":[0.9975929,0.000034875247,0.0009340925,0.00020919366,0.00075670227,0.00014068776,0.00023457778,0.00005955771,0.000037368376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967092,0.00016273286,0.0004970622,0.00048450887,0.0014954655,0.00065101264],"domain_scores_gemma":[0.99718106,0.00032167754,0.00021914017,0.00042539596,0.0012685942,0.00058414415],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009820616,0.0003317394,0.00067581236,0.00031920048,0.00018597142,0.0000060678267,0.00014400257,0.00014030574,0.00044281152],"category_scores_gemma":[0.00056683854,0.00024931823,0.00011517049,0.00030303982,0.0006859218,0.00027033838,0.00009540975,0.0002494347,0.000008848651],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0100963,0.0031089543,0.7015677,0.0003034447,0.001404803,0.0000069553835,0.0064301626,0.0000034472414,0.08652774,0.0013395584,0.00022226661,0.18898866],"study_design_scores_gemma":[0.017718418,0.00422921,0.9626009,0.000067747125,0.00024430244,0.000022692813,0.00058039656,0.00017909367,0.01351335,0.00020869648,0.0004076372,0.00022758447],"about_ca_topic_score_codex":0.00003066549,"about_ca_topic_score_gemma":0.000005840625,"teacher_disagreement_score":0.26103318,"about_ca_system_score_codex":0.00050819345,"about_ca_system_score_gemma":0.000029346938,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W2115132539","doi":"10.1378/chest.08-1311","title":"Rapid Eye Movement-Related Sleep-Disordered Breathing","year":2008,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Eye movement; Breathing; Sleep (system call); Rapid eye movement sleep; Sleep disordered breathing; Physical medicine and rehabilitation; Sleep and breathing; Audiology; Ophthalmology; Anesthesia; Obstructive sleep apnea","score_opus":0.028483666053638543,"score_gpt":0.2889089595779258,"score_spread":0.2604252935242872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115132539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98065585,0.0016897051,0.0006293951,0.002722701,0.0004098162,0.00025553463,0.000002697372,0.00007135897,0.01356293],"genre_scores_gemma":[0.9945367,0.0003405245,0.002540224,0.00031674514,0.00042214073,0.0000057504863,0.000009280802,0.000050572882,0.0017780361],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979627,0.00008863717,0.00043812662,0.00023857183,0.00072980183,0.0005421289],"domain_scores_gemma":[0.99878824,0.00005373574,0.00014571233,0.0002804933,0.00027960096,0.00045222818],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044692305,0.00019025707,0.0003206471,0.00026909576,0.0004380865,0.00004264307,0.00019000893,0.00013012484,0.0023828612],"category_scores_gemma":[0.00029745325,0.00016022341,0.00019509047,0.0003468749,0.00020611283,0.00022189182,0.000076164266,0.001139772,0.00026043877],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093154487,0.0016658363,0.46719128,0.0003249599,0.00214776,0.0121167535,0.008928272,0.000066710774,0.19900404,0.0003319006,0.004613578,0.30267736],"study_design_scores_gemma":[0.018234951,0.0011521835,0.9007031,0.00022346013,0.00025213129,0.015069872,0.0019795196,0.0030919716,0.036711894,0.0015940346,0.020300532,0.0006863518],"about_ca_topic_score_codex":0.000011640252,"about_ca_topic_score_gemma":6.779078e-7,"teacher_disagreement_score":0.4335118,"about_ca_system_score_codex":0.0002578829,"about_ca_system_score_gemma":0.00010674187,"threshold_uncertainty_score":0.9985291},"labels":[],"label_agreement":null},{"id":"W2115162618","doi":"10.1093/ndt/gfs473","title":"Relationship of pharyngeal water content and jugular volume with severity of obstructive sleep apnea in renal failure","year":2012,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto General Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Hemodialysis; End stage renal disease; Cardiology; Internal medicine; Apnea–hypopnea index; Sleep apnea; Apnea; Anesthesia","score_opus":0.01940723899349886,"score_gpt":0.25514670758012753,"score_spread":0.23573946858662867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115162618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99629766,0.00008212926,0.0027032453,0.00035744518,0.000023528746,0.00038008217,0.000037720692,0.000011391193,0.000106774954],"genre_scores_gemma":[0.9976223,0.000012490198,0.0019951847,0.000037152775,0.00004134317,0.00003098326,0.00023399698,0.0000135549235,0.000012959555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861765,0.00022707226,0.00037071767,0.00021346236,0.0002804188,0.00029069633],"domain_scores_gemma":[0.9993295,0.00013850986,0.00010299509,0.00015683744,0.00017786348,0.00009430176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035325112,0.00013494214,0.00043099804,0.00033253114,0.000036503785,0.0000028765007,0.00005060665,0.00016502419,0.00008468029],"category_scores_gemma":[0.000028266762,0.000100323945,0.00006147351,0.00023922253,0.00036580398,0.00026617458,0.000010540694,0.00024982097,0.000003846853],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023772477,0.00014069898,0.8523263,0.00018294937,0.00023621813,0.000014143853,0.004435968,0.000043152148,0.13883135,0.00018402407,0.0000012133582,0.0012267526],"study_design_scores_gemma":[0.003374978,0.000265179,0.9312391,0.000015758707,0.00065482047,0.00009309594,0.00029598406,0.0004314104,0.06346411,0.0000660673,0.000014966499,0.00008447486],"about_ca_topic_score_codex":0.00014568516,"about_ca_topic_score_gemma":0.00021145759,"teacher_disagreement_score":0.07891286,"about_ca_system_score_codex":0.000042967513,"about_ca_system_score_gemma":0.00001484797,"threshold_uncertainty_score":0.40910918},"labels":[],"label_agreement":null},{"id":"W2115179249","doi":"10.1164/rccm.200807-1076oc","title":"Relationship between Overnight Rostral Fluid Shift and Obstructive Sleep Apnea in Nonobese Men","year":2008,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":400,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; Canadian Sleep & Circadian Network; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Sitting; Apnea; Airway; Anesthesia; Sleep apnea; Body mass index; Continuous positive airway pressure; Apnea–hypopnea index; Cardiology; Internal medicine; Polysomnography; Pathology","score_opus":0.0355374744192611,"score_gpt":0.33650969206241294,"score_spread":0.30097221764315185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115179249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923924,0.0037447044,0.00025639936,0.0023149222,0.00007386543,0.00016454024,0.000012398943,0.000009774733,0.0010309607],"genre_scores_gemma":[0.998518,0.000024304387,0.0004126211,0.00039345512,0.0006140445,0.000004183601,0.0000031198172,0.00002379989,0.000006455193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975898,0.00033056797,0.00066793925,0.00028753516,0.0007406514,0.00038349783],"domain_scores_gemma":[0.99705654,0.0014648839,0.00014831804,0.00019118797,0.00042303477,0.00071604],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00055533776,0.00021528844,0.0008042611,0.00043550486,0.00014951204,0.000010654876,0.000110552035,0.00009176751,0.000051185863],"category_scores_gemma":[0.002991058,0.00016443882,0.000072916446,0.00046351028,0.0033956962,0.00023527174,0.000058121408,0.00095634133,0.0000022080105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052380725,0.000033420478,0.9756075,0.00009598311,0.00003629448,0.00101056,0.0031236187,4.232436e-7,0.0004923188,0.0006567324,0.000024707957,0.018394617],"study_design_scores_gemma":[0.0027360143,0.005500559,0.97937524,0.00012899745,0.00015768503,0.0006787933,0.010300091,0.000009880844,0.00032352065,0.0002930515,0.00035057976,0.00014561096],"about_ca_topic_score_codex":0.00004528672,"about_ca_topic_score_gemma":0.0000051966467,"teacher_disagreement_score":0.018249005,"about_ca_system_score_codex":0.00014716969,"about_ca_system_score_gemma":0.000103387,"threshold_uncertainty_score":0.9993165},"labels":[],"label_agreement":null},{"id":"W2115442605","doi":"10.1109/nafips.2007.383862","title":"A Fuzzy Model for the Evaluation of Efficacy of Continuous Positive Airway Pressure (CPAP) Treatment","year":2007,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Population; Hypopnea; Sleep apnea; Anesthesia; Apnea; Polysomnography","score_opus":0.06314628083677905,"score_gpt":0.3869526019413869,"score_spread":0.3238063211046079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115442605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91441244,0.0009188198,0.05346619,0.00059613294,0.000059648526,0.0060814703,0.000079326805,0.000020815138,0.024365159],"genre_scores_gemma":[0.996423,0.0000065542467,0.0020017293,0.000017255343,0.000046497677,0.00006526234,0.0000149094185,0.000014089472,0.001410702],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986556,0.00005071734,0.00026192234,0.00016815026,0.0006666828,0.00019689031],"domain_scores_gemma":[0.9976952,0.00066642754,0.000101725294,0.00029418062,0.0011843555,0.00005812482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011722666,0.000098371056,0.00025159583,0.000081608676,0.000037891165,0.0000030505746,0.00007270503,0.000059324866,0.0000707988],"category_scores_gemma":[0.00036148136,0.0000555681,0.00013585966,0.00011790121,0.00012149881,0.00003180727,0.000021975598,0.000056144832,0.0000020565212],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0083207125,0.002665476,0.006458624,0.00017792244,0.0030240256,0.0000040195196,0.006039912,0.008967705,0.13491689,0.009346462,0.0002020335,0.8198762],"study_design_scores_gemma":[0.014254112,0.002064654,0.087275535,0.00003860434,0.0021634526,0.000007812284,0.0010706187,0.54514056,0.34736773,0.00047397357,0.000052093063,0.00009083904],"about_ca_topic_score_codex":0.00011850495,"about_ca_topic_score_gemma":0.000048402275,"teacher_disagreement_score":0.81978536,"about_ca_system_score_codex":0.000110383524,"about_ca_system_score_gemma":0.000094497904,"threshold_uncertainty_score":0.22660013},"labels":[],"label_agreement":null},{"id":"W2115607054","doi":"10.1093/europace/eup165","title":"Atrial overdrive pacing in sleep apnoea: a meta-analysis","year":2009,"lang":"en","type":"review","venue":"EP Europace","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Hamilton Health Sciences; McMaster University; Population Health Research Institute; Kingston General Hospital","funders":"","keywords":"Medicine; Sleep (system call); Cardiology; Cardiac pacing; Sleep apnea; Atrial fibrillation; Internal medicine; Anesthesia","score_opus":0.1547892580432787,"score_gpt":0.41759775611858374,"score_spread":0.26280849807530504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115607054","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011646832,0.9917103,0.00026077297,0.000232015,0.00014534824,0.0017961252,0.00007392261,0.000075430646,0.0056944173],"genre_scores_gemma":[0.00018193969,0.9954419,0.00081960845,0.000078376805,0.000675976,0.000053114956,0.00015300432,0.00013723335,0.0024588476],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941147,0.001472134,0.0011514025,0.0012134123,0.0012309279,0.00081742957],"domain_scores_gemma":[0.9968628,0.00070551224,0.000525024,0.0013518815,0.00019685179,0.00035789135],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012517512,0.0008035737,0.00792382,0.0020400148,0.000070179085,0.00007393322,0.00042138438,0.00038234697,0.0011776215],"category_scores_gemma":[0.0012432882,0.00058796076,0.0086499,0.0046483055,0.00011572713,0.00010160727,0.0002333247,0.001785477,0.0007001843],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091420756,0.00016649968,0.000052041567,0.0052215355,0.24782254,0.0026275304,0.00013718079,0.000031131072,0.0000023808204,0.00014618813,0.00023755006,0.743464],"study_design_scores_gemma":[0.0005890937,0.00014019989,0.000032063406,0.00021932104,0.43991104,0.00009007122,0.000015829653,0.000073289855,0.0000017841637,0.0000105271565,0.558566,0.0003508327],"about_ca_topic_score_codex":0.000076509044,"about_ca_topic_score_gemma":0.000049753387,"teacher_disagreement_score":0.74311316,"about_ca_system_score_codex":0.00053613615,"about_ca_system_score_gemma":0.00017223177,"threshold_uncertainty_score":0.9997354},"labels":[],"label_agreement":null},{"id":"W2115919506","doi":"10.1109/embc.2012.6346755","title":"Acoustical flow estimation in patients with obstructive sleep apnea during Sleep","year":2012,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Toronto","funders":"","keywords":"Wakefulness; Sleep (system call); Obstructive sleep apnea; Sleep apnea; Flow (mathematics); Medicine; Breathing; Flow measurement; Apnea; Computer science; Audiology; Anesthesia; Electroencephalography; Mathematics; Physics; Mechanics","score_opus":0.009449524187028527,"score_gpt":0.26237773632825534,"score_spread":0.2529282121412268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115919506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97834224,0.0000153936,0.017422257,0.000087629516,0.00014488888,0.0007261968,0.0000068085656,0.00007394508,0.003180624],"genre_scores_gemma":[0.9623988,2.4914695e-7,0.037278928,0.000033791337,0.00009887509,0.000040111907,0.000041247557,0.00003890096,0.000069065856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801224,0.000055772045,0.00025805458,0.00029568805,0.0007083889,0.00066982437],"domain_scores_gemma":[0.9990223,0.00008402418,0.00004678616,0.00030628964,0.00021037339,0.00033024602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015356542,0.0002008224,0.00028329348,0.0002649386,0.00007146915,0.0000184747,0.00008442071,0.000113105016,0.00055587344],"category_scores_gemma":[0.000290015,0.00015151752,0.00004158099,0.0004130994,0.0001359336,0.00046418386,0.00008712007,0.00037886447,0.00017280209],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085853424,0.00049929187,0.95713216,0.00007395739,0.00008225471,0.000011890484,0.00033860604,0.00043604334,0.00045734397,0.00014348916,0.0000029565238,0.03996349],"study_design_scores_gemma":[0.0041452185,0.00019589976,0.90579814,0.000019933046,0.000050518476,0.000013887466,0.0001750137,0.08710393,0.0023037985,0.000028516297,0.0000038065045,0.00016131201],"about_ca_topic_score_codex":0.000023291657,"about_ca_topic_score_gemma":0.0000068921795,"teacher_disagreement_score":0.08666789,"about_ca_system_score_codex":0.00037431016,"about_ca_system_score_gemma":0.000013503256,"threshold_uncertainty_score":0.6178705},"labels":[],"label_agreement":null},{"id":"W2116195050","doi":"10.1001/jamaoto.2015.2059","title":"Brodsky and Friedman Scales and Clinical Tonsil Size Grading in Children—Reply","year":2015,"lang":"en","type":"letter","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Grading scale; Grading (engineering); Mathematics; Psychology; Medicine; Surgery; Engineering","score_opus":0.03624598942069261,"score_gpt":0.3256668209803165,"score_spread":0.2894208315596239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116195050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80401564,0.0028623957,0.0000018398975,0.19057602,0.00062307995,0.0012230171,0.00008597998,0.00013413202,0.00047792046],"genre_scores_gemma":[0.6401376,0.0012984033,0.0010070619,0.3474386,0.008073833,0.00018488825,0.0007905569,0.00039122364,0.0006778311],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9922718,0.0013679675,0.0017484188,0.0020181842,0.0010168506,0.0015767848],"domain_scores_gemma":[0.9904227,0.0067999433,0.00047556448,0.0012481755,0.00036497312,0.00068861176],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0032982794,0.00090598915,0.0030617523,0.0011321192,0.00016905993,0.0001535951,0.00032920894,0.0028419152,0.00011654491],"category_scores_gemma":[0.008250714,0.000857343,0.00047035085,0.0006188417,0.0018136577,0.00034931544,0.0006551965,0.007798974,0.000068465706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003639008,0.00015204569,0.7345201,0.0004825552,0.0004063292,0.0060384525,0.00004645925,2.8510758e-8,0.000032102656,0.000006289017,0.25006962,0.0078821285],"study_design_scores_gemma":[0.0031645682,0.00028460778,0.93094987,0.00073672755,0.0002402838,0.006782372,0.000024884666,0.000056107954,0.000019151099,0.00024024601,0.056812458,0.00068870554],"about_ca_topic_score_codex":0.0005550132,"about_ca_topic_score_gemma":0.00012052114,"teacher_disagreement_score":0.1964298,"about_ca_system_score_codex":0.00029265307,"about_ca_system_score_gemma":0.0003821765,"threshold_uncertainty_score":0.99938774},"labels":[],"label_agreement":null},{"id":"W2116275293","doi":"10.1016/j.ajodo.2003.05.006","title":"Effects of an anteriorly titrated mandibular position on awake airway and obstructive sleep apnea severity","year":2004,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Supine position; Medicine; Obstructive sleep apnea; Cephalometry; Oral appliance; Airway; Anesthesia; Hypopnea; Apnea; Dentistry; Orthodontics; Polysomnography","score_opus":0.007032042217103536,"score_gpt":0.27448430950879793,"score_spread":0.2674522672916944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116275293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99168384,0.00026682683,0.007231452,0.00019368228,0.00019876807,0.00030489467,0.00002195378,0.000011643324,0.000086954795],"genre_scores_gemma":[0.9917523,0.00030117622,0.0075679626,0.00015936873,0.0001710008,0.0000019462311,0.000007674955,0.00003138842,0.0000071761588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801517,0.00016894304,0.0005503977,0.00026180316,0.0007067192,0.0002969839],"domain_scores_gemma":[0.9981415,0.00010194441,0.0005557273,0.00017015821,0.0005458521,0.00048481397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041850217,0.00023862348,0.0007245563,0.00033741433,0.00011026075,0.000046610163,0.00009304274,0.00009176379,0.000006244235],"category_scores_gemma":[0.0002322585,0.00020179653,0.0001344089,0.00038461658,0.0006866377,0.00025093864,0.000055641038,0.00046959022,9.62599e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041027353,0.0010256885,0.591735,0.0003737845,0.0008339117,0.0026348175,0.0021803968,0.000061533676,0.038304307,0.00075615535,0.00000243021,0.35798922],"study_design_scores_gemma":[0.0055857925,0.011835408,0.96321183,0.00023353296,0.0006001834,0.0017795458,0.0008030788,0.00030455453,0.015039255,0.00019371611,0.00011734219,0.000295727],"about_ca_topic_score_codex":0.00008332675,"about_ca_topic_score_gemma":0.000016270536,"teacher_disagreement_score":0.37147686,"about_ca_system_score_codex":0.0000905412,"about_ca_system_score_gemma":0.00010002692,"threshold_uncertainty_score":0.8229024},"labels":[],"label_agreement":null},{"id":"W2116322602","doi":"10.1152/jappl.2001.90.6.2130","title":"On-line detection of sleep-wake states and application to produce intermittent hypoxia only in sleep in rats","year":2001,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Wakefulness; Non-rapid eye movement sleep; Sleep (system call); Breathing; Electroencephalography; Sleep Stages; Slow-wave sleep; Eye movement; Hypoxia (environmental); Sleep onset; Rapid eye movement sleep; Anesthesia; Audiology; Psychology; Medicine; Neuroscience; Polysomnography; Insomnia; Chemistry; Oxygen; Psychiatry; Computer science","score_opus":0.013131783681415895,"score_gpt":0.29408152718542113,"score_spread":0.28094974350400526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116322602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977217,0.00003867615,0.00095962896,0.00047975112,0.00006743315,0.00055771344,0.0000015861276,0.000004350547,0.00016918652],"genre_scores_gemma":[0.9992498,0.000054969994,0.00035820733,0.00015619978,0.00013052904,0.000025358942,0.000003883709,0.000015145521,0.000005911486],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99871653,0.000052447514,0.0005513925,0.00023855866,0.00021800726,0.00022308747],"domain_scores_gemma":[0.9991633,0.00012725951,0.00025046227,0.00018542272,0.00016794696,0.00010558515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036426148,0.0001251796,0.00044802763,0.0005517633,0.000015923559,0.0000037531645,0.000099252604,0.00008082615,0.000014032063],"category_scores_gemma":[0.00008814991,0.00010295066,0.000040424595,0.0004285868,0.00008522481,0.00004370092,0.000053423664,0.00043037816,0.000007663474],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005174921,0.00036964423,0.0017804484,0.000043545315,0.00003656343,0.000015011568,0.00030551167,0.0020553796,0.8273377,0.00013883733,0.000005163413,0.16273727],"study_design_scores_gemma":[0.0036643425,0.0021871012,0.72262335,0.00006762808,0.000027067277,0.0001395152,0.00048647192,0.005083315,0.26069105,0.0047571072,0.00014267598,0.00013037653],"about_ca_topic_score_codex":0.00002366953,"about_ca_topic_score_gemma":0.00006628731,"teacher_disagreement_score":0.7208429,"about_ca_system_score_codex":0.0001535931,"about_ca_system_score_gemma":0.000029766174,"threshold_uncertainty_score":0.4198206},"labels":[],"label_agreement":null},{"id":"W2116401563","doi":"10.1109/nafips.2008.4531250","title":"A multi-system model for interventions in continuous positive airway pressure treatment: A fuzzy logic approach","year":2008,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Continuous positive airway pressure; Psychological intervention; Obstructive sleep apnea; Medicine; Compliance (psychology); Intervention (counseling); Intensive care medicine; Sleep apnea; Fuzzy logic; Physical therapy; Computer science; Psychology; Artificial intelligence; Nursing; Anesthesia","score_opus":0.10004005922779664,"score_gpt":0.3454038425541492,"score_spread":0.24536378332635256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116401563","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22699268,0.0016030001,0.71306986,0.0005573378,0.00010719608,0.01105011,0.00045953423,0.00035752988,0.045802765],"genre_scores_gemma":[0.9259468,0.000008584245,0.05529004,0.000026092206,0.00003964107,0.0009046635,0.00008473604,0.000031859967,0.017667593],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99850345,0.00007858269,0.00034889378,0.00044406406,0.00021577458,0.00040926778],"domain_scores_gemma":[0.99918276,0.00007092829,0.00006444153,0.00029843254,0.00023352701,0.0001499311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015596386,0.00020460354,0.00048371998,0.00025328487,0.00010681137,0.000012013656,0.00010318562,0.00012712825,0.00002397067],"category_scores_gemma":[0.000076557626,0.00015168359,0.00034396737,0.00020733198,0.000119544566,0.00009338041,0.000050290666,0.0001506159,0.000021035645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028366687,0.119689666,0.33693093,0.021750337,0.019419378,0.003944692,0.099651575,0.039935917,0.06865369,0.14986569,0.0033488157,0.108442634],"study_design_scores_gemma":[0.012595574,0.0011840506,0.010138807,0.00013565285,0.0002169085,0.0002667278,0.0017200301,0.97227234,0.0011999218,0.00004021468,0.000040062343,0.00018971036],"about_ca_topic_score_codex":0.0002017626,"about_ca_topic_score_gemma":0.00007609381,"teacher_disagreement_score":0.93233645,"about_ca_system_score_codex":0.00032586057,"about_ca_system_score_gemma":0.000055696462,"threshold_uncertainty_score":0.61854774},"labels":[],"label_agreement":null},{"id":"W2116550634","doi":"10.1093/ndt/gfm598","title":"Nocturnal haemodialysis increases pharyngeal size in patients with sleep apnoea and end-stage renal disease","year":2007,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Humber River Regional Hospital; University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Polysomnography; Nocturnal; End stage renal disease; Cross-sectional study; Sleep (system call); Internal medicine; Anesthesia; Hemodialysis; Cardiology; Apnea; Pathology","score_opus":0.007872207971919084,"score_gpt":0.25607549272399743,"score_spread":0.24820328475207834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116550634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966573,0.00006759078,0.0020004136,0.0002897705,0.000030109655,0.0005615318,0.0001393253,0.000056212735,0.00019770957],"genre_scores_gemma":[0.9975693,0.000061798375,0.0008944228,0.00051151443,0.00011410847,0.000032379554,0.0007639625,0.000029277375,0.000023184888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977043,0.00020423716,0.0004384105,0.0005243682,0.0006162046,0.00051246077],"domain_scores_gemma":[0.9984887,0.00057383615,0.00012088113,0.00024113477,0.00016760235,0.0004077991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004999022,0.00025416055,0.00048323907,0.00060636504,0.00010976871,0.00002300774,0.000093220355,0.0001461401,0.000292464],"category_scores_gemma":[0.00011210531,0.00021394051,0.00010090032,0.0005839915,0.00032692694,0.00025785266,0.00001642436,0.00034970476,0.000011742818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020092389,0.00051012577,0.9653506,0.00009705696,0.00039235133,0.00055668113,0.00048064324,0.00009888638,0.0031752428,0.000044252687,0.0000053860394,0.009196377],"study_design_scores_gemma":[0.0108586475,0.0004144308,0.985445,0.000020632082,0.0012568109,0.00001800724,0.000033390188,0.0005653446,0.0011134476,0.000023354265,0.0000627888,0.00018815092],"about_ca_topic_score_codex":0.00028477577,"about_ca_topic_score_gemma":0.0012816228,"teacher_disagreement_score":0.02009439,"about_ca_system_score_codex":0.00011394243,"about_ca_system_score_gemma":0.000053670687,"threshold_uncertainty_score":0.87242407},"labels":[],"label_agreement":null},{"id":"W2116969051","doi":"10.1136/thx.2007.085464","title":"Risk and severity of motor vehicle crashes in patients with obstructive sleep apnoea/hypopnoea","year":2008,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":203,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Stornoway Diamond (Canada); University of British Columbia Hospital","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; British Columbia Lung Association; Heart and Stroke Foundation of Canada","keywords":"Medicine; Polysomnography; Epworth Sleepiness Scale; Relative risk; Poison control; Internal medicine; Physical therapy; Apnea; Confidence interval; Emergency medicine","score_opus":0.011437628379501848,"score_gpt":0.24888800635245842,"score_spread":0.23745037797295657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116969051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983489,0.00009025462,0.000043436205,0.000039765713,0.000038797054,0.00060661155,0.00005582213,0.0000237444,0.0007526829],"genre_scores_gemma":[0.9979385,0.000020790038,0.0018852447,0.00001609169,0.000030256195,0.000014938544,0.000009715531,0.000024528132,0.000059928952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860805,0.00010663597,0.00022175003,0.0003037388,0.00047555804,0.0002842477],"domain_scores_gemma":[0.9990908,0.00010082139,0.00009781218,0.0002986956,0.0002635635,0.00014829925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014738785,0.00015230529,0.0003564565,0.00016352878,0.00007164854,0.000004912191,0.00008559761,0.00008230899,0.000056664445],"category_scores_gemma":[0.00023043885,0.00012165307,0.000035733825,0.00033661124,0.00044104594,0.00014372721,0.000084348125,0.00031966524,0.000010425577],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014041029,0.00024368262,0.98246086,0.0000512026,0.00006525063,0.000028088163,0.0005996282,0.0000025587417,0.0007016945,0.000019964453,0.000006452669,0.014416539],"study_design_scores_gemma":[0.003428379,0.00067056605,0.9915996,0.0000281892,0.00003798063,0.000011452758,0.00017128713,0.00026134122,0.0035252797,0.00011919946,0.000028110659,0.000118621705],"about_ca_topic_score_codex":0.00033915462,"about_ca_topic_score_gemma":0.000036768328,"teacher_disagreement_score":0.0142979175,"about_ca_system_score_codex":0.000094822026,"about_ca_system_score_gemma":0.000029937331,"threshold_uncertainty_score":0.49608684},"labels":[],"label_agreement":null},{"id":"W2117047700","doi":"10.1186/1465-9921-6-99","title":"Impediment in upper airway stabilizing forces assessed by phrenic nerve stimulation in sleep apnea patients","year":2005,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research; Chancellerie des Universités de Paris","keywords":"Medicine; Airway; Anesthesia; Apnea; Sleep apnea; Obstructive sleep apnea; Phrenic nerve; Breathing; Positive airway pressure; Stimulation; Respiratory system; Cardiology; Internal medicine","score_opus":0.054091081577981086,"score_gpt":0.3856859911722482,"score_spread":0.33159490959426713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117047700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99443775,0.00092542474,0.000040152085,0.0005691254,0.000061798695,0.0020595908,0.000016723052,0.00004241903,0.0018470394],"genre_scores_gemma":[0.998925,0.000012507141,0.0001834642,0.00012880682,0.000191269,0.00027545993,0.000053116968,0.00007155833,0.00015883587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99348086,0.0010945811,0.0007865919,0.00082811154,0.0024593486,0.0013504804],"domain_scores_gemma":[0.9973529,0.00081167923,0.000084250765,0.00067475653,0.00069149415,0.00038493035],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0040048314,0.0002693942,0.00045613854,0.0015469044,0.0001564509,0.00008518614,0.00034631288,0.00025906684,0.0005725629],"category_scores_gemma":[0.0014049989,0.00025359695,0.000101134705,0.0017954425,0.0002569738,0.0005591703,0.00030916012,0.0014639499,0.0002360717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089829584,0.001240128,0.8597065,0.00014947183,0.000033519285,0.000029217927,0.00053558836,0.00046066628,0.06083872,0.00006473569,0.00048524552,0.07555791],"study_design_scores_gemma":[0.019477395,0.002459048,0.82182014,0.00021556884,0.000019911504,0.000002581199,0.0011507461,0.048291508,0.09275295,0.00011156594,0.013093035,0.00060556136],"about_ca_topic_score_codex":0.00020808639,"about_ca_topic_score_gemma":0.0002603188,"teacher_disagreement_score":0.07495235,"about_ca_system_score_codex":0.00204915,"about_ca_system_score_gemma":0.00022318737,"threshold_uncertainty_score":0.99999166},"labels":[],"label_agreement":null},{"id":"W2117499225","doi":"10.5430/jha.v4n1p16","title":"Decisive situations influencing continuous positive airway pressure initiation in patients with obstructive sleep apnea syndrome – A critical incident technique analysis from the personnel’s perspective","year":2014,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Airway; Psychological intervention; Perspective (graphical); Qualitative research; Apnea; Positive pressure; Sleep apnea; Cognition; Intensive care medicine; Psychology; Nursing; Anesthesia; Psychiatry; Computer science","score_opus":0.005597717977239486,"score_gpt":0.26843781362715124,"score_spread":0.26284009564991173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117499225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692841,0.00005765667,0.027842686,0.0014464194,0.00010359279,0.000967403,0.000079669095,0.000012478906,0.00020597526],"genre_scores_gemma":[0.99651253,0.0000015073035,0.0031443767,0.00007105155,0.00014035359,0.000045863155,0.0000583262,0.00002251918,0.0000034912518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972454,0.00034192507,0.0006706729,0.00033994397,0.0011320804,0.00027003465],"domain_scores_gemma":[0.99485123,0.00092269346,0.00059364544,0.00026303454,0.0031890958,0.0001803261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005207479,0.00023574394,0.00056084286,0.0004614005,0.00017863921,0.00011660386,0.00019707324,0.00015118603,0.00004971356],"category_scores_gemma":[0.0032853314,0.0001659447,0.00021531062,0.0008867742,0.0002506882,0.000762611,0.00004632869,0.00073123537,0.000004040195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015310999,0.0012078804,0.98140234,0.000015151835,0.0017134834,0.0001849798,0.011467749,0.00020412113,0.00032252076,0.0012980289,0.000005369408,0.0006472992],"study_design_scores_gemma":[0.001925532,0.010587138,0.9706738,0.00011529308,0.0015954224,0.00007346534,0.01172875,0.000660844,0.0012765164,0.0011792602,0.0000010643888,0.00018294029],"about_ca_topic_score_codex":0.00016338765,"about_ca_topic_score_gemma":0.0001889495,"teacher_disagreement_score":0.02722839,"about_ca_system_score_codex":0.00058260735,"about_ca_system_score_gemma":0.00017543773,"threshold_uncertainty_score":0.67670286},"labels":[],"label_agreement":null},{"id":"W2117661507","doi":"10.1152/japplphysiol.00924.2002","title":"Assessment of upper airway stabilizing forces with the use of phrenic nerve stimulation in conscious humans","year":2003,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Mouthpiece; Expiration; Anesthesia; Phrenic nerve; Medicine; Airway; Stimulation; Peak flow meter; Respiratory system; Airway resistance; Anatomy; Internal medicine","score_opus":0.03504273760396924,"score_gpt":0.32214033956729204,"score_spread":0.2870976019633228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117661507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99851954,0.00004175548,0.00042941325,0.000088542656,0.000032459862,0.0003340457,0.0000020766654,0.0000018174121,0.0005503234],"genre_scores_gemma":[0.99638504,0.00001024689,0.0035107553,0.00003654452,0.000031963737,0.0000058824157,0.0000019022262,0.0000108392,0.000006850254],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987974,0.0001363177,0.00045682635,0.00011463719,0.00031848025,0.00017629575],"domain_scores_gemma":[0.9984544,0.0005267426,0.00048626558,0.00019197514,0.0002964913,0.00004412627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041534327,0.00009898754,0.0004549835,0.00018527647,0.000028900433,0.000004108207,0.00009231827,0.000058951577,0.000086624554],"category_scores_gemma":[0.00006278711,0.00005655208,0.000078042845,0.00021643829,0.00029379225,0.000068692134,0.000023129467,0.00035792598,4.3541147e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015451132,0.0003282217,0.0443315,0.00009536266,0.00023437923,0.0000052359196,0.000559828,0.020755893,0.9217103,0.009457482,0.00002302616,0.00095361884],"study_design_scores_gemma":[0.0064259516,0.0016835998,0.92020386,0.00007831478,0.00014627918,0.000033888806,0.0015542468,0.0018937872,0.066465296,0.001169523,0.00023850499,0.00010671794],"about_ca_topic_score_codex":0.00001255394,"about_ca_topic_score_gemma":0.000014607343,"teacher_disagreement_score":0.8758724,"about_ca_system_score_codex":0.00008635368,"about_ca_system_score_gemma":0.00013330596,"threshold_uncertainty_score":0.2306127},"labels":[],"label_agreement":null},{"id":"W2117778982","doi":"10.1177/154411130301400104","title":"N<scp>eurobiological</scp> M<scp>echanisms</scp> I<scp>nvolved in</scp> S<scp>leep</scp> B<scp>ruxism</scp>","year":2003,"lang":"en","type":"review","venue":"Critical Reviews in Oral Biology & Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":489,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Sleep Bruxism; Endocrinology; Internal medicine; Neuroscience; Anatomy; Medicine; Psychology; Electromyography","score_opus":0.11841838679614104,"score_gpt":0.42127360620668114,"score_spread":0.3028552194105401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117778982","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032418629,0.9483201,0.0011599849,0.0010964749,0.0057329144,0.014668706,0.0007299548,0.0007458373,0.024304183],"genre_scores_gemma":[0.0006165581,0.9648319,0.0045360196,0.009025138,0.003884099,0.0035980507,0.004196776,0.0009815568,0.008329908],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.95186216,0.0146715455,0.012006881,0.008259099,0.0030740371,0.010126276],"domain_scores_gemma":[0.90610105,0.07697273,0.003232308,0.0060807667,0.002146925,0.0054661976],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.018496076,0.006656171,0.02591982,0.0045017614,0.0008503707,0.0002481886,0.0054835016,0.007740111,0.00049002003],"category_scores_gemma":[0.37872645,0.0048461263,0.003736182,0.008396559,0.010225738,0.0006408736,0.0025550604,0.015445705,0.0052153696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031673906,0.0056132018,0.0044154683,0.07582133,0.0027207055,0.0076933037,0.002273968,0.000001955415,0.003784391,0.03323645,0.30947173,0.5549358],"study_design_scores_gemma":[0.005876281,0.0053638853,0.00045421234,0.031171113,0.003251695,0.0017670641,0.002630259,0.000032172313,0.0002743812,0.004212021,0.94457203,0.00039490635],"about_ca_topic_score_codex":0.00016143698,"about_ca_topic_score_gemma":0.000118112934,"teacher_disagreement_score":0.6351003,"about_ca_system_score_codex":0.0026811953,"about_ca_system_score_gemma":0.0017486089,"threshold_uncertainty_score":0.9998973},"labels":[],"label_agreement":null},{"id":"W2118104150","doi":"10.1016/j.oooo.2014.11.016","title":"Pharyngeal airway morphology in healthy individuals and in obstructive sleep apnea patients treated with maxillomandibular advancement: a comparative study","year":2014,"lang":"en","type":"article","venue":"Oral Surgery Oral Medicine Oral Pathology and Oral Radiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Airway; Medicine; Obstructive sleep apnea; Sleep apnea; Apnea; Retrospective cohort study; Anesthesia; Internal medicine","score_opus":0.030400245078766132,"score_gpt":0.3179295460724522,"score_spread":0.28752930099368607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118104150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948224,0.000848919,0.00009908011,0.0016426712,0.00030336753,0.002079311,0.000032558946,0.000060193197,0.00011152497],"genre_scores_gemma":[0.99749535,0.00011873145,0.0006526087,0.0010289842,0.000087484696,0.00023317791,0.00030360083,0.00005462523,0.000025417568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99280065,0.0027991687,0.0011591704,0.0014484877,0.00043782135,0.0013547064],"domain_scores_gemma":[0.9975622,0.0008905065,0.00035950146,0.00043854676,0.00023007354,0.0005191562],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021090258,0.0007326525,0.00316923,0.001366638,0.00018373788,0.0000127704,0.00018220545,0.00046314488,0.00016782488],"category_scores_gemma":[0.00056784885,0.00053634966,0.00006966121,0.0010501998,0.002567312,0.00030946158,0.00020463047,0.0011440029,0.000013474495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010487152,0.000993982,0.9504429,0.00007259852,0.0001707437,0.0021985408,0.0014432726,0.00001107445,0.0003286321,0.00009568067,0.00006699084,0.033688433],"study_design_scores_gemma":[0.019818308,0.01695094,0.95896816,0.00007432952,0.00017849429,0.001210579,0.0013329112,0.0003349673,0.00007545821,0.0002471748,0.0003457463,0.00046291],"about_ca_topic_score_codex":0.0006450852,"about_ca_topic_score_gemma":0.00097497465,"teacher_disagreement_score":0.033225525,"about_ca_system_score_codex":0.00021622668,"about_ca_system_score_gemma":0.000057824636,"threshold_uncertainty_score":0.99970883},"labels":[],"label_agreement":null},{"id":"W2118441677","doi":"10.1378/chest.123.3.961","title":"Sleep Apnea Devices and Sleep Apnea Surgery Should Be Compared on Effectiveness, Not Efficacy","year":2003,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta","keywords":"Medicine; Uvulopalatopharyngoplasty; Obstructive sleep apnea; Randomized controlled trial; Randomization; Apnea; Sleep apnea; Fallacy; Physical therapy; Polysomnography; Anesthesia; Surgery","score_opus":0.07696612939525757,"score_gpt":0.32675000806570537,"score_spread":0.2497838786704478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118441677","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30561295,0.005974153,0.0015665801,0.6725627,0.0060604513,0.0031958504,0.00023485655,0.00029404723,0.004498434],"genre_scores_gemma":[0.6652823,0.00022710089,0.000660538,0.3202223,0.01207482,0.00010228877,0.0005703913,0.000554819,0.00030543143],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928015,0.0012677576,0.0010526584,0.0011210821,0.002250761,0.001506243],"domain_scores_gemma":[0.9925583,0.0044688447,0.0006820738,0.00088658324,0.0006494972,0.00075469795],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0021670093,0.0010775512,0.0022507787,0.0011772652,0.0005519903,0.00042022916,0.0004928878,0.0013858252,0.000556351],"category_scores_gemma":[0.0012926166,0.0008986931,0.00074199133,0.00057689997,0.0006557857,0.00025244255,0.00016710335,0.009283839,0.00016755475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005544342,0.0018041054,0.115880035,0.012460594,0.008058357,0.03429992,0.00068262866,0.00006852709,0.004316863,0.000032848246,0.6762734,0.14057836],"study_design_scores_gemma":[0.0066812243,0.0007676173,0.15392096,0.0009823444,0.0014253075,0.007316879,0.0001369404,0.0006876793,0.004464189,0.000053792384,0.8220172,0.0015458846],"about_ca_topic_score_codex":0.000020208287,"about_ca_topic_score_gemma":0.0000051924903,"teacher_disagreement_score":0.3596694,"about_ca_system_score_codex":0.00067154644,"about_ca_system_score_gemma":0.00019949547,"threshold_uncertainty_score":0.9999106},"labels":[],"label_agreement":null},{"id":"W2118532781","doi":"10.1152/japplphysiol.01542.2011","title":"Assessment of upper airway dynamics by anterior magnetic phrenic stimulation in conscious sleep apnea patients","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Anesthesia; Medicine; Stimulation; Airway; Intensity (physics); Phrenic nerve; Apnea; Airway resistance; Expiration; Respiratory physiology; Obstructive sleep apnea; Breathing; Respiratory system; Anatomy; Internal medicine","score_opus":0.0069227925292647255,"score_gpt":0.2877224465629301,"score_spread":0.2807996540336654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118532781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980643,0.00014646807,0.00033115761,0.000055649067,0.00022729443,0.00033797996,0.00001444178,0.0000038105056,0.0008189143],"genre_scores_gemma":[0.99837,0.000017701737,0.0013713097,0.000066600136,0.000108991604,0.0000074923855,0.000029087902,0.000020153975,0.000008695062],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984385,0.000077776174,0.000646773,0.00013296361,0.00036148532,0.00034252193],"domain_scores_gemma":[0.99888337,0.00013484224,0.0004315794,0.00017323815,0.00023292197,0.00014406997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002902508,0.00014126993,0.00055826217,0.00027745558,0.000022391607,0.0000037297593,0.00012452235,0.00012008697,0.00021208244],"category_scores_gemma":[0.000039789098,0.00011532997,0.00009919041,0.00019317641,0.00016070937,0.000086883825,0.000065772394,0.0004207918,0.000008112161],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015102583,0.0016315696,0.3895055,0.00011662973,0.00013193332,0.000002821907,0.00025173026,0.00018616514,0.5668109,0.00035125864,0.00006472726,0.039436493],"study_design_scores_gemma":[0.004950949,0.0010090586,0.9816803,0.000023913364,0.000066566114,0.000012219161,0.00014443211,0.008157703,0.0036485381,0.00017092754,0.000040991505,0.000094443974],"about_ca_topic_score_codex":0.000005192383,"about_ca_topic_score_gemma":0.0000013384641,"teacher_disagreement_score":0.59217477,"about_ca_system_score_codex":0.00028008324,"about_ca_system_score_gemma":0.000044296434,"threshold_uncertainty_score":0.47030196},"labels":[],"label_agreement":null},{"id":"W2118826211","doi":"10.1164/rccm.201403-0526oc","title":"Evaluation of Continuous Positive Airway Pressure Therapy on Renin–Angiotensin System Activity in Obstructive Sleep Apnea","year":2014,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Kidney Disease Network; Foothills Medical Centre; Alberta Health; University of Calgary; Hotchkiss Brain Institute; Libin Cardiovascular Institute of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Continuous positive airway pressure; Renal function; Hypoxemia; Obstructive sleep apnea; Filtration fraction; Plasma renin activity; Internal medicine; Renal blood flow; Renin–angiotensin system; Blood pressure; Angiotensin II; Endocrinology; Urology; Cardiology","score_opus":0.02388724736477293,"score_gpt":0.33561680754442214,"score_spread":0.3117295601796492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118826211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99348265,0.0030431803,0.00051025633,0.0011031042,0.00019573541,0.00040549407,0.000011287406,0.000009174586,0.001239125],"genre_scores_gemma":[0.99912226,0.000008854879,0.00014773324,0.00028366843,0.0004030044,0.000007930756,0.00000125943,0.000023426177,0.0000018331203],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952446,0.0018230758,0.00056643033,0.00029556165,0.0017776473,0.00029267452],"domain_scores_gemma":[0.99444103,0.0010919259,0.00034740535,0.00026642226,0.0035332153,0.00032000706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029158113,0.00021990266,0.001033939,0.00043357938,0.000059675298,0.000008182339,0.000115614246,0.00009378955,0.000029932882],"category_scores_gemma":[0.003607587,0.00015624907,0.000114933515,0.00041086652,0.0016094644,0.00011611838,0.000027015652,0.00066073367,8.582528e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044589317,0.00018723847,0.033671267,0.00013275308,0.00027268165,0.00012511684,0.0026650187,0.00002666745,0.02983984,0.0009880393,0.000016829628,0.92761564],"study_design_scores_gemma":[0.013857121,0.052431673,0.86519736,0.0017606157,0.0014989248,0.00040997603,0.017676098,0.0020218452,0.044237133,0.0001504324,0.0004205798,0.000338211],"about_ca_topic_score_codex":0.00007322099,"about_ca_topic_score_gemma":0.0000055514593,"teacher_disagreement_score":0.9272774,"about_ca_system_score_codex":0.00021909145,"about_ca_system_score_gemma":0.000120920435,"threshold_uncertainty_score":0.6371652},"labels":[],"label_agreement":null},{"id":"W2118875488","doi":"10.5578/tt.4057","title":"Short-term positive airway pressure therapy response in obstructive sleep apnea patients: impact of treatment on the quality of life","year":2012,"lang":"en","type":"article","venue":"Tuberkuloz ve Toraks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Quality of life (healthcare); Positive airway pressure; Physical therapy; Epworth Sleepiness Scale; Apnea–hypopnea index; Excessive daytime sleepiness; Apnea; Polysomnography; Internal medicine; Sleep disorder; Insomnia; Psychiatry","score_opus":0.04183967943831495,"score_gpt":0.35842436065416694,"score_spread":0.316584681215852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118875488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957741,0.0006302596,0.000008902535,0.00017656798,0.00012230544,0.0018962105,0.00037974166,0.000019544399,0.0009923916],"genre_scores_gemma":[0.99952716,0.00002074151,0.000040442468,0.000051158262,0.00011198941,0.00010346579,0.000042695985,0.000046412642,0.00005594325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99626225,0.001361172,0.00069251563,0.00035716573,0.0007458852,0.0005810074],"domain_scores_gemma":[0.99667346,0.001464669,0.00025364466,0.0008424099,0.0004748041,0.00029101467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001087335,0.00036533643,0.0008068845,0.00025833747,0.00006196637,0.000009947488,0.00022519838,0.00017675299,0.00038178044],"category_scores_gemma":[0.0008764516,0.00021646035,0.0003832982,0.00041650553,0.00037436644,0.00018326702,0.00007731375,0.00036100496,0.000017534921],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.036255326,0.0026045744,0.90935993,0.00004433588,0.0013266468,0.0000036498523,0.008272311,0.000036142566,0.02366725,0.00021427404,0.000025583135,0.018189965],"study_design_scores_gemma":[0.003558319,0.0055128024,0.95461136,0.000047983056,0.00007489248,0.00000209404,0.0005688839,0.00006383285,0.035346787,0.0000193401,0.000022523654,0.00017116599],"about_ca_topic_score_codex":0.0005715758,"about_ca_topic_score_gemma":0.000009843613,"teacher_disagreement_score":0.045251437,"about_ca_system_score_codex":0.00078893715,"about_ca_system_score_gemma":0.0001277197,"threshold_uncertainty_score":0.8826997},"labels":[],"label_agreement":null},{"id":"W2118983774","doi":"10.1001/archinte.166.9.977","title":"Cost-effectiveness of Continuous Positive Airway Pressure Therapy for Moderate to Severe Obstructive Sleep Apnea/Hypopnea","year":2006,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Continuous positive airway pressure; Hypopnea; Obstructive sleep apnea; Population; Cost effectiveness; Quality-adjusted life year; Apnea; Emergency medicine; Intensive care medicine; Polysomnography; Anesthesia","score_opus":0.0178730352820419,"score_gpt":0.3113007813372187,"score_spread":0.29342774605517685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118983774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8854465,0.0012190326,0.093162015,0.00072253717,0.000379411,0.005517332,0.0004151588,0.00004520593,0.013092824],"genre_scores_gemma":[0.99436206,0.000017702516,0.004157846,0.00014304245,0.00037104008,0.00027756632,0.000076173295,0.00006739417,0.00052718056],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972611,0.000294142,0.00071633747,0.0005764655,0.00063930376,0.0005126257],"domain_scores_gemma":[0.99596274,0.002306491,0.0003211503,0.0004533673,0.0007014233,0.0002548276],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042987373,0.00037378597,0.001207022,0.00048252248,0.0000651096,0.000008043478,0.00037517227,0.000095900075,0.000079470155],"category_scores_gemma":[0.0005938836,0.00028154167,0.00026612988,0.00026125988,0.0008189113,0.00010385461,0.00013471619,0.00034705843,0.0000034167028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.073256105,0.0008742636,0.041336127,0.0011746327,0.002032299,0.00007255398,0.0035707932,0.0007977036,0.7147002,0.0047126412,0.00018467783,0.15728797],"study_design_scores_gemma":[0.018500468,0.008901857,0.30251017,0.0018406145,0.00030616557,0.00016840281,0.0008795662,0.005626302,0.6546683,0.005669936,0.00057969376,0.00034854258],"about_ca_topic_score_codex":0.00086715724,"about_ca_topic_score_gemma":0.000015481055,"teacher_disagreement_score":0.26117405,"about_ca_system_score_codex":0.0000560927,"about_ca_system_score_gemma":0.000047667283,"threshold_uncertainty_score":0.9999637},"labels":[],"label_agreement":null},{"id":"W2119054115","doi":"10.1136/thx.2009.115105","title":"Obstructive sleep apnoea is associated with diabetes in sleepy subjects","year":2009,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rockyview General Hospital; University of Calgary","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale","keywords":"Medicine; Epworth Sleepiness Scale; Internal medicine; Polysomnography; Diabetes mellitus; Obstructive sleep apnea; Odds ratio; Excessive daytime sleepiness; Cohort; Ambulatory; Insulin resistance; Sleep study; Respiratory disturbance index; Body mass index; Physical therapy; Pediatrics; Sleep disorder; Obesity; Endocrinology; Apnea; Insomnia; Psychiatry","score_opus":0.016139153782592047,"score_gpt":0.28587791683060654,"score_spread":0.2697387630480145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119054115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846015,0.0001756199,0.000025050238,0.0012952312,0.00006935926,0.00064166833,0.000016783766,0.00011320314,0.013061604],"genre_scores_gemma":[0.9983485,0.000004076017,0.0005348556,0.00059158425,0.00009036839,0.000023873226,0.000034353183,0.0000379473,0.00033446675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977211,0.00013185377,0.00025989,0.0004733524,0.00067799847,0.00073580194],"domain_scores_gemma":[0.99883354,0.00016732064,0.00009330355,0.00042050565,0.00025703764,0.00022827339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034138208,0.00025728904,0.00050671294,0.00033784742,0.00007110823,0.000031545806,0.00017273954,0.00016805265,0.00025326773],"category_scores_gemma":[0.0004310512,0.00021070738,0.000076327895,0.0010854173,0.0001678493,0.00017817291,0.00004198644,0.0005619069,0.000092185684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008543187,0.0007197811,0.8890948,0.000047398462,0.00040706733,0.00052867574,0.001638405,0.000014321229,0.032811996,0.00079479505,0.00019887563,0.072889544],"study_design_scores_gemma":[0.0031281195,0.0010081676,0.9483987,0.00013038394,0.00007974701,0.000012329961,0.0002741422,0.0013075433,0.044029538,0.0012776969,0.00007887938,0.00027471993],"about_ca_topic_score_codex":0.000021713351,"about_ca_topic_score_gemma":0.000043064472,"teacher_disagreement_score":0.072614826,"about_ca_system_score_codex":0.00039564905,"about_ca_system_score_gemma":0.000050349336,"threshold_uncertainty_score":0.85923976},"labels":[],"label_agreement":null},{"id":"W2119171651","doi":"10.3389/fneur.2012.00087","title":"Sleep Apnea Syndrome and Cognition","year":2012,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Sleep apnea; Cognition; Sleep (system call); Medicine; Neuroscience; Apnea; Physical medicine and rehabilitation; Psychology; Psychiatry; Cardiology; Computer science","score_opus":0.013271659887620487,"score_gpt":0.2635099831950254,"score_spread":0.2502383233074049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119171651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99154174,0.0007538196,0.0020306674,0.0014033011,0.0010235162,0.00030970786,0.0000034993548,0.000029989287,0.0029037602],"genre_scores_gemma":[0.99748516,0.00001796298,0.0014688214,0.00083972607,0.00009000869,0.000025851912,0.000010097364,0.000018539764,0.000043833355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990075,0.00011155213,0.00013231573,0.00019796404,0.00013265917,0.00041800246],"domain_scores_gemma":[0.9995961,0.000046298963,0.000026102773,0.00014636104,0.000026541764,0.00015856091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018379136,0.000092444236,0.00022576482,0.0002715936,0.000029351999,0.000004311916,0.000047965314,0.00012689222,0.000062070285],"category_scores_gemma":[0.0001332277,0.00009030544,0.00002437778,0.00016785206,0.00020874296,0.000105806736,0.000060668186,0.00036105,0.000031933007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037058338,0.00011604094,0.9755771,0.00003731417,0.000038636113,0.00024392887,0.0001266413,4.4818853e-7,0.0007947228,0.00011420728,0.000624255,0.02195613],"study_design_scores_gemma":[0.0019334253,0.0005631707,0.9904454,0.0000029442622,0.000046615623,0.0017578993,0.00006964995,0.0012531562,0.00032130862,0.00052062783,0.0029880113,0.000097795615],"about_ca_topic_score_codex":0.000006657661,"about_ca_topic_score_gemma":0.0000015128359,"teacher_disagreement_score":0.021858336,"about_ca_system_score_codex":0.000019135005,"about_ca_system_score_gemma":0.00000457846,"threshold_uncertainty_score":0.3682549},"labels":[],"label_agreement":null},{"id":"W2119202517","doi":"10.1371/journal.pone.0030969","title":"Nocturia, Sleep-Disordered Breathing, and Cardiovascular Morbidity in a Community-Based Cohort","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; National Institutes of Health; Case Western Reserve University; University of Washington; Strong; Johns Hopkins University; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Nocturia; Medicine; Internal medicine; Polysomnography; Obstructive sleep apnea; Cardiology; Population; Sleep apnea; Body mass index; Diabetes mellitus; Confounding; Endocrinology; Apnea; Urinary system","score_opus":0.06145592527114595,"score_gpt":0.2808060845219609,"score_spread":0.2193501592508149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119202517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947373,0.0016588854,0.00012912456,0.00025234162,0.000029669385,0.00091079035,0.000014669447,0.00006258488,0.0022046089],"genre_scores_gemma":[0.99694175,0.000044981276,0.0025082328,0.00015832087,0.000116833784,0.0000918524,0.000050627554,0.000036632133,0.000050747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978817,0.0004976411,0.00020600618,0.00020140366,0.0007428746,0.00047038394],"domain_scores_gemma":[0.99859977,0.00017882882,0.000031507432,0.00079891173,0.00012507643,0.0002659111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014873247,0.00016630345,0.0005556873,0.00020948605,0.00012624037,0.000018012328,0.00012411522,0.00012377047,0.000108187865],"category_scores_gemma":[0.00043070473,0.00016035307,0.00011321297,0.00024958185,0.00017212385,0.00013132949,0.000131478,0.0008803632,0.000040947747],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000112565685,0.002848292,0.9856945,0.00052351155,0.0012453152,0.000026140813,0.0007038411,0.000003746772,0.0070672515,0.0000199332,0.000010462517,0.0017444078],"study_design_scores_gemma":[0.0043457183,0.00020085894,0.96780825,0.00017254901,0.00074506283,0.000022706348,0.00030212803,0.0012961852,0.02460246,0.000052717187,0.0002196524,0.00023172902],"about_ca_topic_score_codex":0.0015289715,"about_ca_topic_score_gemma":0.00007813112,"teacher_disagreement_score":0.017886298,"about_ca_system_score_codex":0.00012930113,"about_ca_system_score_gemma":0.000025849484,"threshold_uncertainty_score":0.65390086},"labels":[],"label_agreement":null},{"id":"W2119399158","doi":"10.1016/j.ajodo.2011.03.023","title":"Associations between sleep-disordered breathing symptoms and facial and dental morphometry, assessed with screening examinations","year":2011,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Mouth breathing; Sleep apnea; Breathing; Obstructive sleep apnea; Population; Sleep disordered breathing; Cohort; Malocclusion; Sleep medicine; Sleep Bruxism; Dentistry; Pediatrics; Sleep disorder; Internal medicine; Insomnia; Anesthesia; Psychiatry","score_opus":0.03501501017898561,"score_gpt":0.29817438851323064,"score_spread":0.263159378334245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119399158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95568323,0.00024299858,0.04333475,0.00011665864,0.000061440835,0.0002096997,0.00007153147,0.000015178812,0.00026453167],"genre_scores_gemma":[0.9681468,0.0002237991,0.031327546,0.00005514839,0.00017126936,0.0000021919077,0.00001764586,0.000034782264,0.000020798221],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798155,0.00014092041,0.000548914,0.00025628792,0.0007343236,0.00033803296],"domain_scores_gemma":[0.9980257,0.00023601792,0.0006074871,0.00012526789,0.00050584564,0.00049966195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007224637,0.00022619258,0.0006894169,0.00050406565,0.0002911428,0.0001104436,0.00008771298,0.00008330237,0.000016693615],"category_scores_gemma":[0.0004240507,0.00018971466,0.00008331254,0.00055904785,0.00065647427,0.00033737425,0.00011825814,0.00049772806,3.6704708e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011541942,0.00007560155,0.8166564,0.000012536205,0.00040795433,0.00012765557,0.001120161,5.515611e-7,0.00009316104,0.000087366905,0.0000016150824,0.18130155],"study_design_scores_gemma":[0.0020876501,0.0017488947,0.9919754,0.00005213523,0.0006854313,0.0006015607,0.0022718015,0.00017633523,0.000056618024,0.000020815263,0.00012560659,0.00019770282],"about_ca_topic_score_codex":0.00035176778,"about_ca_topic_score_gemma":0.00010159122,"teacher_disagreement_score":0.18110384,"about_ca_system_score_codex":0.00005104179,"about_ca_system_score_gemma":0.00008276677,"threshold_uncertainty_score":0.77363396},"labels":[],"label_agreement":null},{"id":"W2119545383","doi":"10.1016/j.sleep.2014.07.001","title":"Relationship of left atrial size to obstructive sleep apnea severity in end-stage renal disease","year":2014,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto Sleep Institute; Toronto Rehabilitation Institute; Toronto General Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Toronto Rehabilitation Institute","keywords":"Medicine; Cardiology; Polysomnography; Obstructive sleep apnea; Bioelectrical impedance analysis; Internal medicine; Body surface area; End stage renal disease; Apnea–hypopnea index; Body mass index; Sleep apnea; Apnea; Disease","score_opus":0.023112183833897817,"score_gpt":0.31014630245224833,"score_spread":0.28703411861835054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119545383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984741,0.00020202113,0.0027844347,0.005591347,0.00068415474,0.0014055365,0.00007369742,0.00007526616,0.0044425502],"genre_scores_gemma":[0.99611217,0.0000036366707,0.0016658554,0.000359565,0.0011109319,0.00002123252,0.00008565191,0.000054983622,0.00058596703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959046,0.00043004856,0.000892983,0.00070416863,0.0014037117,0.0006644918],"domain_scores_gemma":[0.99586177,0.0016576485,0.0002164003,0.00090211735,0.00039543078,0.00096664415],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014973498,0.0003478669,0.000872314,0.00058955693,0.000097577664,0.0000087862,0.000314345,0.00017031157,0.0020963566],"category_scores_gemma":[0.014522882,0.00029582897,0.00019879626,0.0009195666,0.0006023893,0.00016179484,0.00019017773,0.00075702305,0.000082372484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048987973,0.00022853738,0.9537469,0.00034687322,0.00015384798,0.00015890646,0.0020004136,0.00025718843,0.0062460396,0.004125394,0.00019459406,0.027642505],"study_design_scores_gemma":[0.008000726,0.00080680655,0.9822485,0.00016273365,0.00023231718,0.000019319396,0.0005161187,0.0032941697,0.0010189476,0.0014463315,0.0019915213,0.00026254868],"about_ca_topic_score_codex":0.00026035833,"about_ca_topic_score_gemma":0.00011869981,"teacher_disagreement_score":0.028501557,"about_ca_system_score_codex":0.0003402084,"about_ca_system_score_gemma":0.00008462213,"threshold_uncertainty_score":0.9999494},"labels":[],"label_agreement":null},{"id":"W2120237085","doi":"10.1016/j.arbres.2011.10.011","title":"Consistencia interna y validez de la versión española del cuestionario de calidad de vida específico para el síndrome de apneas-hipopneas del sueño Quebec Sleep Questionnaire","year":2011,"lang":"es","type":"article","venue":"Archivos de Bronconeumología","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Internal consistency; Philosophy; Psychometrics; Clinical psychology","score_opus":0.02375739743040505,"score_gpt":0.30318217579547346,"score_spread":0.2794247783650684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120237085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94131464,0.0022970145,0.047093213,0.0014837547,0.00051159767,0.0012525778,0.00019855224,0.00048128312,0.0053673508],"genre_scores_gemma":[0.97736776,0.00027076865,0.018434154,0.001380606,0.0008221147,0.00030124784,0.00010076023,0.0003329698,0.0009896146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98643965,0.005404926,0.0015311049,0.0017162757,0.0011702355,0.0037378399],"domain_scores_gemma":[0.99168503,0.0028920197,0.0006681715,0.001714673,0.0004971657,0.0025429616],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0042018564,0.0012970692,0.0016113158,0.0010346146,0.00067323394,0.00041656208,0.0017838359,0.001240876,0.000616712],"category_scores_gemma":[0.005711383,0.0014380205,0.00084153726,0.0006567611,0.0034395792,0.0004884697,0.0009384083,0.003402229,0.00075943593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022776015,0.0015544317,0.8778387,0.0007620954,0.0014543241,0.007998144,0.012242243,0.00033433383,0.047653142,0.030230936,0.0004215609,0.017232513],"study_design_scores_gemma":[0.00510317,0.0012671929,0.92168546,0.0013767934,0.0013553639,0.010686512,0.0018055671,0.022297988,0.01408794,0.016986424,0.0018655235,0.001482081],"about_ca_topic_score_codex":0.086103566,"about_ca_topic_score_gemma":0.0032665797,"teacher_disagreement_score":0.082836986,"about_ca_system_score_codex":0.006446843,"about_ca_system_score_gemma":0.003937289,"threshold_uncertainty_score":0.9999781},"labels":[],"label_agreement":null},{"id":"W2120929215","doi":"10.1136/thx.2005.040972","title":"Effect of continuous positive airway pressure on ventricular ectopy in heart failure patients with obstructive sleep apnoea","year":2005,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":261,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research; Toronto Rehabilitation Institute; Heart and Stroke Foundation of Canada","keywords":"Medicine; Continuous positive airway pressure; Cardiology; Heart failure; Sleep (system call); Positive airway pressure; Internal medicine; Airway; Anesthesia; Obstructive sleep apnea","score_opus":0.0033760676158835043,"score_gpt":0.25455465642852104,"score_spread":0.25117858881263755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120929215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961989,0.00016660451,0.000036333597,0.0004083734,0.000052906147,0.0019075208,0.000059388924,0.00003392522,0.0011360836],"genre_scores_gemma":[0.9988318,8.4700855e-7,0.0007901326,0.00005058247,0.00009883866,0.000052968924,0.000050599527,0.000042510223,0.000081687926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997726,0.00035790374,0.0002675312,0.00043057077,0.0007774186,0.00044054058],"domain_scores_gemma":[0.99873626,0.00029583092,0.00011216928,0.00039587443,0.00030015325,0.00015970397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030828145,0.0002698369,0.00063722674,0.00029268823,0.000045085675,0.000012017354,0.00013060523,0.00014479278,0.00015121089],"category_scores_gemma":[0.0002234442,0.00019339632,0.000106896434,0.00049759,0.00016867502,0.00012247275,0.000060200324,0.0004963721,0.00005971836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008646794,0.00086547196,0.94803876,0.00026566206,0.00047344068,0.00014028072,0.000518766,0.00033245113,0.0037970552,0.00017369994,0.00017086056,0.03657678],"study_design_scores_gemma":[0.009345077,0.00742075,0.7386977,0.0003189471,0.00024512864,0.000027804945,0.0000892911,0.0002901338,0.24225461,0.000011138315,0.0010441263,0.00025527255],"about_ca_topic_score_codex":0.000045251356,"about_ca_topic_score_gemma":0.0000133884805,"teacher_disagreement_score":0.23845756,"about_ca_system_score_codex":0.00017894869,"about_ca_system_score_gemma":0.000024387182,"threshold_uncertainty_score":0.7886473},"labels":[],"label_agreement":null},{"id":"W2121152175","doi":"10.1378/chest.124.5.1702","title":"Comparison of Home Oximetry Monitoring With Laboratory Polysomnography in Children *","year":2003,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Apnea; Bland–Altman plot; Apnea–hypopnea index; Prospective cohort study; Physical therapy; Reliability (semiconductor); Cohort; Sleep study; Emergency medicine; Limits of agreement; Pediatrics; Internal medicine; Nuclear medicine","score_opus":0.0212148768679185,"score_gpt":0.3280449454623156,"score_spread":0.3068300685943971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121152175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972137,0.0018766446,0.0001631947,0.000037596434,0.00009586043,0.0001276552,0.0000022867425,0.000009287015,0.0004737469],"genre_scores_gemma":[0.9955459,0.000026173691,0.0042475536,0.000006142969,0.00014314998,0.0000021549263,8.5418765e-7,0.000021841961,0.00000622106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867547,0.00009382205,0.0003020706,0.00013593482,0.00049768976,0.00029503275],"domain_scores_gemma":[0.9992268,0.00003829493,0.00013685877,0.00018075695,0.0002059641,0.00021131238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039819957,0.00011685484,0.0003366424,0.0005381622,0.000055609293,0.000020529296,0.0001024817,0.00006873258,0.00005830522],"category_scores_gemma":[0.0001015373,0.00009174235,0.000060722905,0.00091700436,0.00014022188,0.000115905204,0.000014712385,0.0007855269,0.0000047850735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009436368,0.00026608125,0.97886735,0.00003592175,0.00013250593,0.000031968368,0.00022142201,0.0000070555334,0.018724646,0.000025308793,0.000006898409,0.0015864815],"study_design_scores_gemma":[0.0019469127,0.00027602265,0.8731594,0.00007996991,0.000033670018,0.00022124342,0.0007315296,0.0000064165906,0.123405434,0.000017640856,0.00004241271,0.00007936134],"about_ca_topic_score_codex":0.0000057815228,"about_ca_topic_score_gemma":8.2033927e-7,"teacher_disagreement_score":0.105707966,"about_ca_system_score_codex":0.000102984704,"about_ca_system_score_gemma":0.00008534054,"threshold_uncertainty_score":0.37411445},"labels":[],"label_agreement":null},{"id":"W2121192768","doi":"10.4103/0189-6725.115042","title":"Tonsillectomy: Vasoconstrictive hydrolytic cold dissection method","year":2013,"lang":"en","type":"article","venue":"African Journal of Paediatric Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia; Royal College of Surgeons of England","keywords":"Medicine; Tonsillectomy; Surgery; Bleed; Blood loss; Dissection (medical); Otorhinolaryngology; General surgery","score_opus":0.01677341960072423,"score_gpt":0.28154215577527164,"score_spread":0.26476873617454744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121192768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98458654,0.001644378,0.007186596,0.0014783951,0.0010781984,0.0005839324,0.0000049098817,0.00004411394,0.0033929178],"genre_scores_gemma":[0.9949859,0.00014293824,0.003501676,0.00009444498,0.0010288174,0.00002439518,0.0000016117738,0.000039665723,0.00018057902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970943,0.0004137434,0.0008333516,0.00024423745,0.0008988729,0.0005155075],"domain_scores_gemma":[0.9935436,0.0039006765,0.00061224436,0.00025594272,0.0011182618,0.00056925707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015068637,0.00021951413,0.00078692194,0.001495028,0.00010271731,0.000050724782,0.0001411292,0.00012306344,0.0008126713],"category_scores_gemma":[0.0025467474,0.00017434439,0.000566164,0.0021059054,0.00012006924,0.00037724827,0.00005095701,0.0006858932,0.000111204936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005556466,0.00085485866,0.747362,0.00014218518,0.0015644592,0.0011380602,0.00078978017,0.000048689166,0.026238842,0.00015385335,0.022554588,0.19859703],"study_design_scores_gemma":[0.009340195,0.0039379895,0.8795174,0.00034701996,0.0034002953,0.01435044,0.01269596,0.004572237,0.0561661,0.0025489829,0.01119649,0.0019269168],"about_ca_topic_score_codex":0.00005632343,"about_ca_topic_score_gemma":7.6294464e-7,"teacher_disagreement_score":0.19667011,"about_ca_system_score_codex":0.0004369543,"about_ca_system_score_gemma":0.0004824223,"threshold_uncertainty_score":0.88981813},"labels":[],"label_agreement":null},{"id":"W2121474091","doi":"10.1136/thx.2004.031591","title":"Craniofacial profile in Asian and white subjects with obstructive sleep apnoea","year":2005,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Craniofacial; Polysomnography; Body mass index; Obstructive sleep apnea; Airway; Anthropometry; Cephalometry; Orthodontics; Apnea; Surgery; Internal medicine","score_opus":0.012019972384091873,"score_gpt":0.2798110951950827,"score_spread":0.2677911228109908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121474091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96160865,0.00006797674,0.00014377724,0.0015690917,0.000046020195,0.00075992296,0.000013397578,0.000055662087,0.035735518],"genre_scores_gemma":[0.99268085,0.0000050336917,0.006359631,0.0000815836,0.00022725035,0.000046487618,0.0000124641,0.000036128484,0.0005506027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985451,0.00006992876,0.00017560023,0.0003793097,0.00040099127,0.00042908057],"domain_scores_gemma":[0.9993539,0.000030194558,0.000043581134,0.0002544074,0.0001124253,0.00020548531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018443799,0.00017927318,0.00029557061,0.00023273916,0.00006344673,0.000026935537,0.00008255386,0.00010024956,0.0003914646],"category_scores_gemma":[0.00007932024,0.00014476487,0.00002839097,0.00043636106,0.00022922012,0.00018922654,0.00006274173,0.0003975366,0.00008734878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017406462,0.00021395397,0.7282763,0.00012488729,0.00009989684,0.0002726063,0.003677015,0.000009176087,0.008037406,0.0006761251,0.000058999503,0.25681296],"study_design_scores_gemma":[0.0031534976,0.0003936906,0.9871789,0.00005504217,0.000039236398,0.00017544164,0.0013095804,0.0007227211,0.0058436603,0.00013310896,0.0007820839,0.00021300807],"about_ca_topic_score_codex":0.000034503333,"about_ca_topic_score_gemma":0.000225537,"teacher_disagreement_score":0.25890258,"about_ca_system_score_codex":0.00016448254,"about_ca_system_score_gemma":0.000048136728,"threshold_uncertainty_score":0.590334},"labels":[],"label_agreement":null},{"id":"W2121725012","doi":"10.1007/s12630-009-9190-y","title":"Postoperative complications in patients with obstructive sleep apnea: a retrospective matched cohort study","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":316,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"University Health Network Foundation; University of Toronto","keywords":"Medicine; Obstructive sleep apnea; Retrospective cohort study; Body mass index; Risk factor; Continuous positive airway pressure; Cohort; Sleep apnea; Incidence (geometry); Logistic regression; Surgery; Cohort study; Propensity score matching; Internal medicine; Anesthesia","score_opus":0.008960125575774462,"score_gpt":0.24037864062155365,"score_spread":0.23141851504577918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121725012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921926,0.000102131016,0.00002246343,0.005275928,0.00009709702,0.00142312,0.000010687116,0.000010001295,0.0008659371],"genre_scores_gemma":[0.998907,0.000002445879,0.0006003282,0.00018545106,0.00015711728,0.000011557338,0.000012460938,0.00005940938,0.00006418195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959223,0.00030511327,0.0010346769,0.00045744528,0.0011888532,0.0010916074],"domain_scores_gemma":[0.99292564,0.00006640888,0.00065943727,0.0004526761,0.003259114,0.0026367162],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010525597,0.0004671735,0.0011380576,0.0017564764,0.0005086595,0.00021289094,0.00055532844,0.00017730394,0.00014972004],"category_scores_gemma":[0.00032902224,0.00038182575,0.0001976326,0.0013530828,0.0003535843,0.0006306115,0.000009443581,0.0018133391,0.000013431489],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006432093,0.000386457,0.856596,0.0000049774085,0.00028156195,0.13690078,0.003035628,0.000071642884,0.000010990009,0.00016673766,0.00007939672,0.0018226383],"study_design_scores_gemma":[0.004019088,0.006357203,0.72835827,0.00008139497,0.00015750756,0.25798118,0.0025168683,0.000022452949,0.000013007966,0.00016260367,0.00005576074,0.00027466752],"about_ca_topic_score_codex":0.004059581,"about_ca_topic_score_gemma":0.012684088,"teacher_disagreement_score":0.12823771,"about_ca_system_score_codex":0.0041690283,"about_ca_system_score_gemma":0.0023410323,"threshold_uncertainty_score":0.9998634},"labels":[],"label_agreement":null},{"id":"W2122304942","doi":"10.1183/13993003/erj.38.suppl_55.p2206","title":"A new tool to help patients with obstructive sleep apnea syndrome (OSAS) make informed therapeutic choices","year":2011,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Physical therapy; Test (biology); Adverse effect; Reliability (semiconductor); Anesthesia; Internal medicine","score_opus":0.03409767527534951,"score_gpt":0.272013483067241,"score_spread":0.23791580779189148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122304942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97092474,0.00014216363,0.0016587058,0.000060787665,0.00037329586,0.00083251455,0.000016501881,0.000067888104,0.02592342],"genre_scores_gemma":[0.991587,0.000002609132,0.005381655,0.0017834697,0.0004699641,0.00000926851,0.000004952076,0.00015412687,0.0006069503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964584,0.00038552113,0.0006601683,0.00046209793,0.0012362452,0.0007975586],"domain_scores_gemma":[0.9972895,0.00006561713,0.00031833255,0.00062192,0.000628235,0.0010764018],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00062321,0.0004061486,0.00045438253,0.0005829439,0.00029575772,0.0001513546,0.0005477814,0.00007088387,0.0015294563],"category_scores_gemma":[0.00027696372,0.00029526916,0.00015905284,0.00059151684,0.00015013509,0.00035399804,0.00019932997,0.0010074566,0.0008376697],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033713838,0.00033229095,0.5394867,0.00006749652,0.0007328981,0.0024695033,0.002814254,0.0000057201823,0.0012307364,0.00012888225,0.00031688402,0.44904324],"study_design_scores_gemma":[0.005352184,0.0035184822,0.9545237,0.00011606511,0.00012537089,0.0007326563,0.00033435147,0.0000032958005,0.00062689726,0.00003181436,0.034251988,0.00038319282],"about_ca_topic_score_codex":0.00001032938,"about_ca_topic_score_gemma":0.000013174053,"teacher_disagreement_score":0.44866005,"about_ca_system_score_codex":0.00029342502,"about_ca_system_score_gemma":0.00024332009,"threshold_uncertainty_score":0.99994993},"labels":[],"label_agreement":null},{"id":"W2122981697","doi":"10.1161/01.cir.0000061758.05044.64","title":"Sleep Apnea and Heart Failure","year":2003,"lang":"en","type":"review","venue":"Circulation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":513,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Heart failure; Sleep apnea; Cardiology; Central sleep apnea; Apnea; Internal medicine; Sleep (system call); Polysomnography","score_opus":0.04714750116241141,"score_gpt":0.34802272118983274,"score_spread":0.30087522002742134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122981697","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000083164145,0.9969817,0.0004671571,0.00007031224,0.00012314015,0.0011320087,0.000007663754,0.00004122541,0.0010936467],"genre_scores_gemma":[0.0028386083,0.9950501,0.0011587604,0.000057524307,0.000324851,0.00009301027,0.0003070704,0.000099902325,0.00007019603],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998551,0.00014280093,0.0003458121,0.00040166028,0.00032615327,0.00023257814],"domain_scores_gemma":[0.999188,0.00007649971,0.000111655216,0.00036153983,0.00010591455,0.00015635857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022793293,0.00023652652,0.0009061817,0.0002568542,0.00006738679,0.00003378279,0.00004686276,0.00032522195,0.00019059307],"category_scores_gemma":[0.00014273504,0.00020376568,0.00020820105,0.00034800786,0.00007537842,0.000068024434,0.00003089879,0.0004134001,0.0002082706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017556164,0.000020811645,0.0011807954,0.009083633,0.00011401805,0.000010063057,0.000012988037,2.9734704e-7,0.000010140776,0.00025698618,0.00010007534,0.98920846],"study_design_scores_gemma":[0.00028868494,0.00002019632,0.0018242128,0.00091310916,0.00056194584,0.00047992234,0.000009065124,0.00011979166,0.0000010954511,0.000046569567,0.9955601,0.00017529094],"about_ca_topic_score_codex":0.0000024567487,"about_ca_topic_score_gemma":6.479523e-7,"teacher_disagreement_score":0.99546003,"about_ca_system_score_codex":0.00017879774,"about_ca_system_score_gemma":0.000050067065,"threshold_uncertainty_score":0.8309324},"labels":[],"label_agreement":null},{"id":"W2123673600","doi":"10.1016/j.medcli.2011.09.020","title":"Traducción y adaptación al castellano del cuestionario de calidad de vida relacionado con el síndrome de apnea-hipopnea del sueño Quebec Sleep Questionnaire","year":2011,"lang":"es","type":"article","venue":"Medicina Clínica","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Medicine; Philosophy","score_opus":0.028572889226540422,"score_gpt":0.30269101398099457,"score_spread":0.27411812475445413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123673600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9280712,0.0114154685,0.03488568,0.01479215,0.0019144482,0.002246943,0.00018367016,0.00052746973,0.0059630005],"genre_scores_gemma":[0.9885021,0.00073459983,0.0043340833,0.0022677549,0.0017158287,0.000224312,0.00016724112,0.0003457683,0.0017083021],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98819536,0.0021737374,0.0019904994,0.0018391887,0.0024890956,0.0033121242],"domain_scores_gemma":[0.9924083,0.0011453653,0.00064667256,0.0019415391,0.0009193097,0.002938863],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004167686,0.0013182925,0.0019518023,0.0009237623,0.0007008647,0.00012842259,0.0013351585,0.0014050656,0.002565157],"category_scores_gemma":[0.004858775,0.001296125,0.00063800457,0.0010884571,0.0021321268,0.00044075592,0.00038401363,0.0033729663,0.0012486826],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043669315,0.002578625,0.83244026,0.0018344695,0.0017497393,0.009341791,0.017172407,0.00008971488,0.017401585,0.025969123,0.006332393,0.08072299],"study_design_scores_gemma":[0.013209868,0.0039444854,0.88431424,0.0039328565,0.002714081,0.00834712,0.0064091673,0.042027604,0.006424811,0.0032076705,0.023101505,0.002366604],"about_ca_topic_score_codex":0.08412079,"about_ca_topic_score_gemma":0.008372376,"teacher_disagreement_score":0.078356385,"about_ca_system_score_codex":0.0045240815,"about_ca_system_score_gemma":0.0031984183,"threshold_uncertainty_score":0.99995685},"labels":[],"label_agreement":null},{"id":"W2124254243","doi":"10.1111/jsm.13021","title":"Low Quality of Life and Depressive Symptoms as an Independent Risk Factor for Erectile Dysfunction in Patients with Obstructive Sleep Apnea","year":2015,"lang":"en","type":"article","venue":"The Journal of Sexual Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Respiratory disturbance index; Medicine; Erectile dysfunction; Epworth Sleepiness Scale; Polysomnography; Internal medicine; Confounding; Pittsburgh Sleep Quality Index; Sleep apnea; Beck Depression Inventory; Sleep disorder; Depression (economics); Excessive daytime sleepiness; Risk factor; Physical therapy; Logistic regression; Apnea; Insomnia; Psychiatry; Sleep quality; Anxiety","score_opus":0.032776021557554325,"score_gpt":0.3221169316077176,"score_spread":0.28934091005016327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124254243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99716187,0.00022216457,0.0012265719,0.00018665311,0.0002985359,0.00080857996,0.000041844276,0.000006267244,0.00004748915],"genre_scores_gemma":[0.9994174,0.000009182425,0.00012144907,0.00006171849,0.00033859583,0.00000649556,0.00000708948,0.000025568346,0.000012468719],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971299,0.00044301976,0.0007217521,0.0001949468,0.0012618271,0.00024851185],"domain_scores_gemma":[0.99612314,0.00063738663,0.0009337816,0.00027727397,0.0015564128,0.00047200464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015672398,0.00019044134,0.0006825329,0.0002807571,0.00005620562,0.0000066022135,0.00016791908,0.00010088959,0.000046027348],"category_scores_gemma":[0.0034094367,0.00010061709,0.000017274435,0.0002450962,0.0004213417,0.0002736154,0.0000521296,0.000605258,8.09391e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026884295,0.0005000865,0.8886201,0.00014881184,0.00051302416,0.0000069243288,0.007931739,0.00007854247,0.004579723,0.0000190144,0.000016540766,0.070701234],"study_design_scores_gemma":[0.021910641,0.02619056,0.9418437,0.00009558664,0.00026065667,0.000044870696,0.007805171,0.00021606647,0.0012835572,0.00024300585,0.0000051982865,0.00010100049],"about_ca_topic_score_codex":0.00033278158,"about_ca_topic_score_gemma":0.000076089185,"teacher_disagreement_score":0.070600234,"about_ca_system_score_codex":0.00019082423,"about_ca_system_score_gemma":0.00012848573,"threshold_uncertainty_score":0.41030458},"labels":[],"label_agreement":null},{"id":"W2125103100","doi":"10.1007/s11255-015-1113-y","title":"Renoprotective effects of continuous positive airway pressure in chronic kidney disease patients with sleep apnea","year":2015,"lang":"en","type":"article","venue":"International Urology and Nephrology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Kidney disease; Internal medicine; Sleep apnea; Proteinuria; Renal function; Nephrology; Body mass index; Kidney","score_opus":0.004825248625446918,"score_gpt":0.24498480749466903,"score_spread":0.2401595588692221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125103100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944126,0.0005012826,0.00047938526,0.0026980867,0.00020375542,0.0008282269,0.00005592164,0.000015396434,0.0008053707],"genre_scores_gemma":[0.99860907,0.000004967687,0.000069893715,0.0009971362,0.00009313413,0.0000827742,0.00006637776,0.000014605453,0.00006203309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879915,0.00019328317,0.00018458105,0.000333039,0.00024509302,0.00024488237],"domain_scores_gemma":[0.9988653,0.00020320747,0.00009956683,0.00014517899,0.00043120212,0.00025552334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012753009,0.0001386471,0.00030351809,0.00025134033,0.000021249345,0.000003653359,0.0001155868,0.00014745329,0.000050517036],"category_scores_gemma":[0.0005827801,0.000113375434,0.00002967441,0.00010278827,0.00050174206,0.0000850188,0.00011002942,0.0003343641,0.000008826961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026303282,0.000752512,0.9588047,0.00010997715,0.0011218879,0.0004424613,0.00061667844,0.00011018574,0.0027405014,0.0029750206,0.00017887805,0.005843884],"study_design_scores_gemma":[0.012578832,0.0052395244,0.97581846,0.000022587865,0.00016577299,0.000040359715,0.00001414952,0.0025126126,0.0011580607,0.0010276444,0.0013078464,0.000114181195],"about_ca_topic_score_codex":0.00006393829,"about_ca_topic_score_gemma":0.000023090088,"teacher_disagreement_score":0.017013697,"about_ca_system_score_codex":0.000095052674,"about_ca_system_score_gemma":0.00012817973,"threshold_uncertainty_score":0.4623316},"labels":[],"label_agreement":null},{"id":"W2125397756","doi":"10.1097/aln.0b013e31816d83e4","title":"STOP Questionnaire","year":2008,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2297,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Hypopnea; Apnea; Body mass index; Apnea–hypopnea index; Sleep apnea; Physical therapy; Perioperative; Internal medicine; Surgery","score_opus":0.030610179847546257,"score_gpt":0.30025862681699406,"score_spread":0.2696484469694478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125397756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967321,0.00032431234,0.000035647798,0.00073512085,0.0000523923,0.00013647065,2.6832504e-7,0.000074341755,0.0019093573],"genre_scores_gemma":[0.99804544,0.000042302814,0.0004003883,0.0006760481,0.00012802468,0.000014564999,0.000005793807,0.000012980516,0.00067444536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929607,0.000071582996,0.000105698266,0.00018319106,0.00012106328,0.00022236787],"domain_scores_gemma":[0.99951226,0.000044641467,0.0000205511,0.00023017851,0.000091504895,0.000100856894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000080634716,0.000074117896,0.00017647137,0.000084612686,0.000082756174,0.000001229102,0.00006519649,0.00009706669,0.00023128746],"category_scores_gemma":[0.00017310178,0.000059716946,0.000047033016,0.00011259252,0.00029058228,0.00002997275,0.00002143108,0.00015812422,0.00064486085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013677517,0.000083602295,0.98070604,0.000014934066,0.000022273129,0.0015185231,0.00021338511,8.7045515e-7,0.00437027,0.0014079157,0.0006705491,0.010854857],"study_design_scores_gemma":[0.00048907526,0.0004517194,0.9865774,0.0000069012203,0.000008741324,0.0042372355,0.000031378153,0.000033826298,0.0019348913,0.00023830806,0.0059311083,0.000059416485],"about_ca_topic_score_codex":0.00004086383,"about_ca_topic_score_gemma":0.0000015148577,"teacher_disagreement_score":0.0107954405,"about_ca_system_score_codex":0.000037297177,"about_ca_system_score_gemma":0.00004362515,"threshold_uncertainty_score":0.8288596},"labels":[],"label_agreement":null},{"id":"W2125523580","doi":"10.1164/rccm.200801-051up","title":"Update in Sleep and Control of Ventilation 2007","year":2008,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Sleep Institute; Canadian Sleep & Circadian Network; University of Toronto","funders":"","keywords":"Medicine; Neurocognitive; Polysomnography; Wakefulness; Cognition; Internal medicine; C-reactive protein; Obstructive sleep apnea; Arousal; Pediatrics; Apnea; Inflammation; Neuroscience; Psychiatry; Psychology","score_opus":0.032366605503964564,"score_gpt":0.38049261268190154,"score_spread":0.34812600717793696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125523580","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004661957,0.9943394,0.00023631552,0.00019498458,0.00013839794,0.0002847393,0.000015872545,0.0000032701555,0.00012504109],"genre_scores_gemma":[0.15958804,0.8395232,0.00013028752,0.0002734554,0.000447133,0.000005051841,0.0000040879113,0.00002733031,0.000001394777],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99726444,0.00044536416,0.0011415055,0.00023676004,0.0006470125,0.00026492556],"domain_scores_gemma":[0.9974718,0.00079462485,0.000471072,0.00018698654,0.0006623595,0.00041312978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005897357,0.00026015806,0.0026269273,0.0006988605,0.00003613367,0.0000049262194,0.00010413514,0.00012435591,0.00007056384],"category_scores_gemma":[0.0016316,0.00017862658,0.00018569748,0.00043088914,0.0024847067,0.0000784342,0.00003484398,0.00090463564,0.0000012483534],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031377084,0.000042832442,0.003246159,0.005274404,0.000107592576,0.0007709696,0.00014847059,5.37712e-8,0.000014645491,0.000103636696,0.00002887338,0.9899486],"study_design_scores_gemma":[0.0065539,0.016714262,0.007852406,0.025218317,0.0031798724,0.0046625645,0.0031408158,0.000008938982,0.000019557812,0.000045285,0.93218416,0.0004199296],"about_ca_topic_score_codex":0.000008476777,"about_ca_topic_score_gemma":0.0000011740422,"teacher_disagreement_score":0.98952866,"about_ca_system_score_codex":0.00010463075,"about_ca_system_score_gemma":0.00018250011,"threshold_uncertainty_score":0.9155005},"labels":[],"label_agreement":null},{"id":"W2125548394","doi":"10.1513/annalsats.201412-551oc","title":"Prevalence of Sleep-disordered Breathing in Obese Patients with Chronic Hypoxemia. A Cross-Sectional Study","year":2015,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary; Western University","funders":"","keywords":"Medicine; Hypoxemia; Obesity hypoventilation syndrome; COPD; Spirometry; Polysomnography; Obstructive sleep apnea; Internal medicine; Hypoventilation; Cohort; Sleep apnea; Cardiology; Pulmonary function testing; Physical therapy; Apnea; Respiratory system; Asthma","score_opus":0.08320709854331909,"score_gpt":0.41686441578587397,"score_spread":0.3336573172425549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125548394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983593,0.00028448875,0.00003128466,0.00021708303,0.000046774767,0.00090988894,0.000033251104,0.000017072349,0.00010085107],"genre_scores_gemma":[0.9991905,0.00002554803,0.00051487744,0.000091298265,0.000040141687,0.00003709019,0.0000036197248,0.000026233965,0.00007068433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974488,0.0002489193,0.0004185535,0.00034477832,0.0011896532,0.00034928994],"domain_scores_gemma":[0.99775475,0.00012621487,0.0004829821,0.000605507,0.00090467895,0.00012588219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009736142,0.00016962732,0.0004228191,0.00006652943,0.000069345326,0.000012803381,0.0003730472,0.000044434386,0.000019067988],"category_scores_gemma":[0.00042240237,0.00011455627,0.00020968684,0.0010005654,0.00104335,0.0001480729,0.0002473507,0.00037882064,0.0000030910514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008981899,0.0011282412,0.98607075,0.0002494871,0.00023755158,0.0000018286814,0.0026081526,0.00017004815,0.0002837563,0.0000016362579,0.000039229322,0.008311099],"study_design_scores_gemma":[0.0018100246,0.0018625049,0.99213165,0.00009463687,0.00004204781,0.0000039453066,0.0020874979,0.0005019149,0.0012984783,0.000057363257,0.0000044370554,0.00010550403],"about_ca_topic_score_codex":0.00073734164,"about_ca_topic_score_gemma":0.000030206842,"teacher_disagreement_score":0.008205595,"about_ca_system_score_codex":0.00017600677,"about_ca_system_score_gemma":0.00021974817,"threshold_uncertainty_score":0.4671469},"labels":[],"label_agreement":null},{"id":"W2126395984","doi":"10.1164/rccm.201108-1380ed","title":"To Treat or Not to Treat: Can a Portable Monitor Reliably Guide Decision-Making in Sleep Apnea?","year":2011,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Sleep apnea; Clinical decision making; Intensive care medicine; Sleep (system call); Obstructive sleep apnea; Apnea; Physical medicine and rehabilitation; Anesthesia","score_opus":0.030799011656668405,"score_gpt":0.3694056640647832,"score_spread":0.33860665240811477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126395984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5348235,0.0041969004,0.0016395331,0.4515235,0.0014211475,0.0016955237,0.00021731736,0.00006278691,0.0044198283],"genre_scores_gemma":[0.5816458,0.00004547257,0.0039742333,0.4077792,0.006102139,0.00004301147,0.000008141552,0.00015738026,0.0002446744],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.993887,0.00042493545,0.0017176118,0.0008444448,0.001998543,0.0011274627],"domain_scores_gemma":[0.9932701,0.0023501897,0.00034593215,0.00077555835,0.0018086198,0.0014495911],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010020075,0.00068657217,0.0024497262,0.0019968883,0.0001341058,0.000044735734,0.0005299809,0.00039279263,0.0005678995],"category_scores_gemma":[0.009544967,0.00046243615,0.00023325143,0.0013230462,0.001180915,0.00012832884,0.00018569111,0.0029542556,0.000019900546],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009627529,0.00013551809,0.009500667,0.0009329231,0.0001247769,0.057086248,0.0038096989,0.0000029158725,0.0013718528,0.000019681262,0.16553207,0.75185615],"study_design_scores_gemma":[0.010847858,0.107205406,0.022404829,0.014690475,0.0029945665,0.0055692564,0.036943607,0.000012805366,0.0024088274,0.000188175,0.7945596,0.0021745833],"about_ca_topic_score_codex":0.00047771787,"about_ca_topic_score_gemma":0.00006655819,"teacher_disagreement_score":0.74968153,"about_ca_system_score_codex":0.00073769246,"about_ca_system_score_gemma":0.0004454733,"threshold_uncertainty_score":0.99978274},"labels":[],"label_agreement":null},{"id":"W2126544186","doi":"10.1152/japplphysiol.00761.2001","title":"Mechanical properties of the passive pharynx in Vietnamese pot-bellied pigs. I. Statics","year":2002,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Pharynx; Anatomy; Airway; Medicine; Displacement (psychology); Anesthesia","score_opus":0.03037853085758729,"score_gpt":0.26870202341831456,"score_spread":0.23832349256072727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126544186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99724317,0.00017623116,0.000020011292,0.0010638951,0.00013252607,0.0003437142,0.0000032492987,0.0000037177986,0.0010135084],"genre_scores_gemma":[0.9989326,0.00008575918,0.0005151297,0.0002522362,0.00014309758,0.000008895957,5.9575086e-7,0.000017985105,0.000043697004],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984582,0.00010344277,0.0005973964,0.0001406119,0.00042510196,0.00027524313],"domain_scores_gemma":[0.9989203,0.00008510056,0.000405907,0.0002531615,0.00024029303,0.00009522571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020265799,0.00013345791,0.0005634168,0.0001423496,0.000035671343,0.000004009059,0.00027540504,0.0001044736,0.00025676136],"category_scores_gemma":[0.00013787224,0.000074911375,0.00014177538,0.00028548398,0.0002786471,0.000042894375,0.0001114763,0.00070579984,0.000016544182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001136645,0.0004893886,0.000101856625,0.00009545194,0.00015526848,0.000018659926,0.0009864238,0.00007066523,0.9898557,0.0015068445,0.00027274116,0.0053103454],"study_design_scores_gemma":[0.010084194,0.0013946438,0.044125676,0.00024643325,0.00021528492,0.00020158252,0.0031236582,0.004371827,0.92717004,0.007836672,0.00095493044,0.00027507474],"about_ca_topic_score_codex":0.0000031612724,"about_ca_topic_score_gemma":0.0000020277475,"teacher_disagreement_score":0.06268568,"about_ca_system_score_codex":0.000108335196,"about_ca_system_score_gemma":0.000058726655,"threshold_uncertainty_score":0.30663884},"labels":[],"label_agreement":null},{"id":"W2126719745","doi":"10.1213/ane.0b013e31817bd36f","title":"Patients with Difficult Intubation May Need Referral to Sleep Clinics","year":2008,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Intubation; Tertiary referral hospital; Body mass index; Referral; Perioperative; Continuous positive airway pressure; Airway; Anesthesia; Apnea–hypopnea index; Tracheal intubation; Apnea; Physical therapy; Internal medicine; Retrospective cohort study","score_opus":0.02147708481265273,"score_gpt":0.2818970318206802,"score_spread":0.2604199470080275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126719745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953227,0.000016713095,0.00020486367,0.0027574766,0.000027443093,0.00077796023,0.000001775465,0.000104086765,0.0007869889],"genre_scores_gemma":[0.99631596,0.0000111103245,0.0017569651,0.00089096435,0.00013557164,0.0000418596,0.00013151915,0.000059419763,0.0006566412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768263,0.00009895835,0.000359058,0.0004760299,0.00089733006,0.00048597867],"domain_scores_gemma":[0.99821,0.00006764322,0.00010163622,0.0005340461,0.00067587796,0.00041076454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016729311,0.00025731142,0.00040311806,0.0002885998,0.00017813865,0.000022231496,0.0001871047,0.00012415752,0.00015117317],"category_scores_gemma":[0.00013290795,0.0001959625,0.000090319576,0.00091304444,0.00014633074,0.00015311495,0.00003419526,0.0003170666,0.00041232945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012225254,0.0004890213,0.9761155,0.000029616323,0.00011171082,0.00046139664,0.0005224022,0.000027313485,0.00020560593,0.00023910757,0.0012094137,0.019366385],"study_design_scores_gemma":[0.0021849207,0.0021796261,0.99065423,0.000031927815,0.00007662652,0.00021551849,0.000119672215,0.0002691259,0.00046283356,0.00000987192,0.0035548015,0.00024086994],"about_ca_topic_score_codex":0.000057431203,"about_ca_topic_score_gemma":0.000011044268,"teacher_disagreement_score":0.019125514,"about_ca_system_score_codex":0.00017022094,"about_ca_system_score_gemma":0.00006434679,"threshold_uncertainty_score":0.79911184},"labels":[],"label_agreement":null},{"id":"W2127131219","doi":"10.1152/japplphysiol.00439.2006","title":"Swallowing function and upper airway sensation in obstructive sleep apnea","year":2006,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"McGill University Health Centre","keywords":"Swallowing; Medicine; Anesthesia; Obstructive sleep apnea; Expiration; Apnea; Airway; Sensation; Confidence interval; Respiratory system; Cardiology; Internal medicine; Surgery; Psychology","score_opus":0.008206485324060332,"score_gpt":0.24850591389738785,"score_spread":0.24029942857332753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127131219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962713,0.00007915593,0.0004978028,0.00020177738,0.00016533538,0.00018100477,0.0000011682398,0.0000074791346,0.0025949716],"genre_scores_gemma":[0.9982688,0.0000054221664,0.0011141719,0.000083731575,0.00048393122,0.0000048694524,0.000008639775,0.00001572572,0.000014716961],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99894696,0.000046137746,0.00038179886,0.00017520257,0.00022552797,0.00022435554],"domain_scores_gemma":[0.99938154,0.00010564793,0.00019528408,0.000104639,0.00014678096,0.00006611939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022171572,0.00011838468,0.00035491298,0.0003125942,0.00004157352,0.000008237964,0.000047472484,0.00011928413,0.00005017261],"category_scores_gemma":[0.000029887438,0.00009775292,0.00006874338,0.00016271553,0.00011507354,0.00010126837,0.000033001914,0.00043828684,0.000008618991],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023034813,0.00012552965,0.010734593,0.000036184312,0.00009398909,0.000019407742,0.0001925828,0.00036010976,0.9651918,0.0028270858,0.000035371184,0.018079896],"study_design_scores_gemma":[0.0030452712,0.00029922882,0.96431947,0.000013720366,0.000058852653,0.00008785539,0.000530935,0.00092789525,0.016762631,0.013646007,0.0002158991,0.0000922117],"about_ca_topic_score_codex":0.000021771562,"about_ca_topic_score_gemma":0.0000058001838,"teacher_disagreement_score":0.9535849,"about_ca_system_score_codex":0.00013200412,"about_ca_system_score_gemma":0.000023531995,"threshold_uncertainty_score":0.39862484},"labels":[],"label_agreement":null},{"id":"W2127177961","doi":"10.1053/smrv.2001.0220","title":"Quality of life in sleep disorders","year":2003,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":293,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Quality of life (healthcare); Narcolepsy; Medicine; Nottingham Health Profile; Insomnia; Restless legs syndrome; Obstructive sleep apnea; Population; Sleep disorder; Sleep (system call); Sleep apnea; Physical therapy; Disease; Psychiatry; Internal medicine; Modafinil; Pathology; Environmental health","score_opus":0.14593012093491578,"score_gpt":0.4504558002599092,"score_spread":0.3045256793249934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127177961","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013728364,0.9766751,0.00016120385,0.00031585564,0.00057385233,0.0069304826,0.00002375174,0.000035997262,0.015270015],"genre_scores_gemma":[0.000016897531,0.99749166,0.0004860583,0.0002416787,0.00044126593,0.0005888278,0.00022380249,0.00015853261,0.00035128652],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98776543,0.0030571278,0.005558045,0.0011887226,0.0014886964,0.00094197504],"domain_scores_gemma":[0.9939499,0.0008995122,0.0020782952,0.0021025601,0.00022762286,0.0007420967],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0067729144,0.0011009972,0.013031378,0.0013215845,0.000049228485,0.000007088818,0.0006804969,0.0006342791,0.0020598352],"category_scores_gemma":[0.009397072,0.00072133995,0.0015968003,0.002833856,0.00077004335,0.000094694675,0.00018397447,0.0019114345,0.00039512414],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029444798,0.00026692325,0.0010725331,0.11974252,0.0002913651,0.000013260907,0.00006263505,7.763791e-8,0.0000015924727,0.00036662357,0.0007936973,0.87735933],"study_design_scores_gemma":[0.0022783817,0.00033111387,0.00027940728,0.033731084,0.001218331,0.00003043254,0.000059280555,0.0000045958905,2.5090526e-7,0.00007084972,0.9615162,0.00048005843],"about_ca_topic_score_codex":0.00025461207,"about_ca_topic_score_gemma":0.00016043383,"teacher_disagreement_score":0.9607225,"about_ca_system_score_codex":0.0005366402,"about_ca_system_score_gemma":0.0003158891,"threshold_uncertainty_score":0.99952376},"labels":[],"label_agreement":null},{"id":"W2127311820","doi":"10.1002/j.2048-7940.2009.tb00255.x","title":"Factors Influencing the Use and Nonuse of Continuous Positive Airway Pressure Therapy: A Comparative Case Study","year":2009,"lang":"en","type":"article","venue":"Rehabilitation Nursing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"McGill University Health Centre; Faculty of Medicine, McGill University","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Positive airway pressure; Sleep apnea; Physical therapy; Internal medicine","score_opus":0.06558026101434088,"score_gpt":0.37088078577618777,"score_spread":0.3053005247618469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127311820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99687546,0.00030426707,0.000077601704,0.0005330312,0.000036746176,0.002064386,0.00001044561,0.000025323152,0.00007270539],"genre_scores_gemma":[0.9993267,0.000001319065,0.00058138923,0.00003312507,0.000020466701,0.000010654422,0.0000025909453,0.000010120538,0.000013645681],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99852544,0.00042690276,0.0002812082,0.00025338007,0.0003364954,0.00017654733],"domain_scores_gemma":[0.99739695,0.0015895452,0.00011794854,0.00026668425,0.0005468683,0.00008200642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002933312,0.00014620776,0.00033425682,0.00014564383,0.00016764483,0.00004322515,0.00004827095,0.000047023677,0.000008204085],"category_scores_gemma":[0.00042477844,0.00009467591,0.00006130403,0.0002847416,0.00036253207,0.00028821087,0.000010344514,0.0002153745,4.696967e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079193956,0.0015722328,0.37068474,0.000035471185,0.0002617043,0.000064234744,0.56745106,0.00009576158,0.020542843,0.00013096043,0.000026025442,0.038343042],"study_design_scores_gemma":[0.0016795123,0.0040543317,0.7980622,0.00013211525,0.00010651143,0.00009382936,0.19279003,0.0006069053,0.002332254,0.00004833244,0.000011667944,0.000082294835],"about_ca_topic_score_codex":0.00024614678,"about_ca_topic_score_gemma":0.000014802231,"teacher_disagreement_score":0.42737746,"about_ca_system_score_codex":0.00009381436,"about_ca_system_score_gemma":0.00002898527,"threshold_uncertainty_score":0.38607717},"labels":[],"label_agreement":null},{"id":"W2127382726","doi":"10.1183/13993003/erj.44.suppl_58.237","title":"Obstructive sleep apnea (OSA) in elderly patients. Role of continuos positive airway pressure (CPAP) treatment. A multicenter randomized controlled clinical trial","year":2014,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Continuous positive airway pressure; Randomized controlled trial; Depression (economics); Anxiety; Obstructive sleep apnea; Neurocognitive; Physical therapy; Quality of life (healthcare); Internal medicine; Pediatrics; Cognition; Psychiatry","score_opus":0.019700170347462586,"score_gpt":0.31130300145185097,"score_spread":0.2916028311043884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127382726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770231,0.0006586289,0.00026482128,0.00008355217,0.00074612995,0.0052439896,0.000031679847,0.000031484637,0.01591661],"genre_scores_gemma":[0.9978873,0.000020337982,0.00036496326,0.00019221155,0.0011375719,0.000066137596,0.000010581655,0.000096225616,0.00022467665],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9829661,0.012044426,0.0027639484,0.00060761085,0.00097250025,0.0006453657],"domain_scores_gemma":[0.9941113,0.002217559,0.001498654,0.0005340985,0.0010802507,0.0005581674],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0066115498,0.0004797686,0.0030195075,0.0005413063,0.00015033528,0.00008848631,0.0003495458,0.00017315238,0.00028935523],"category_scores_gemma":[0.007246434,0.00032893577,0.0013615849,0.000224315,0.0006580934,0.00024700083,0.00011687995,0.0011890357,0.000073690426],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8537898,0.0020960583,0.05440306,0.000018686078,0.0020278816,0.00018443866,0.0008363383,0.000012353629,0.0013441888,0.00007009915,0.00003092324,0.08518616],"study_design_scores_gemma":[0.9226061,0.008919836,0.062678955,0.00011662403,0.00090725074,0.000023912064,0.00031214565,0.00096047256,0.0010738107,0.000028824497,0.0021188685,0.00025315981],"about_ca_topic_score_codex":0.000012360785,"about_ca_topic_score_gemma":0.000007230648,"teacher_disagreement_score":0.084933,"about_ca_system_score_codex":0.00016679737,"about_ca_system_score_gemma":0.000114619856,"threshold_uncertainty_score":0.99991626},"labels":[],"label_agreement":null},{"id":"W2127396108","doi":"10.2310/7070.2005.0118","title":"Variation in Tonsil Size in 4- to 17-Year-old Schoolchildren","year":2006,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Tonsil; Tonsillectomy; Obstructive sleep apnea; Palatine tonsil; Tonsillitis; Pediatrics; Cross-sectional study; Muscle hypertrophy; Prevalence; Internal medicine; Epidemiology; Surgery; Pathology","score_opus":0.009733737588082906,"score_gpt":0.27849415980678094,"score_spread":0.26876042221869806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127396108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99062693,0.000109782486,0.00016167457,0.0071696034,0.00010893139,0.00032695563,9.874034e-7,0.0000047803715,0.0014903309],"genre_scores_gemma":[0.9975651,0.00001098024,0.001404398,0.0005201821,0.00025870235,0.0000033562524,7.3838794e-7,0.000013481124,0.000223082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850297,0.0003238552,0.00048081548,0.00010170829,0.00030482392,0.00028583538],"domain_scores_gemma":[0.99904656,0.0003671419,0.00014021786,0.00020954812,0.00015329967,0.00008323343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013412997,0.00009287252,0.00031453962,0.00040506548,0.000025669227,0.000008756686,0.00021117774,0.00009636042,0.00026244123],"category_scores_gemma":[0.0007722303,0.000064747765,0.000053207626,0.00051554677,0.000055935692,0.00010609086,0.000066964494,0.00071677973,0.000055446762],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017332791,0.00030584788,0.91652423,0.000012471385,0.00004814651,0.00030127974,0.0005469042,0.00046266982,0.07787438,0.0008325804,0.0007303997,0.00062780845],"study_design_scores_gemma":[0.002743596,0.00042436662,0.9935463,0.00003566345,0.000025006331,0.00075304735,0.00006298484,0.000071741735,0.0009230293,0.0011952998,0.00016525644,0.000053679705],"about_ca_topic_score_codex":0.00070247415,"about_ca_topic_score_gemma":0.00039297214,"teacher_disagreement_score":0.07702209,"about_ca_system_score_codex":0.00022943423,"about_ca_system_score_gemma":0.00008463554,"threshold_uncertainty_score":0.31140912},"labels":[],"label_agreement":null},{"id":"W2127460548","doi":"10.1007/s11325-010-0340-9","title":"Perioperative practical experiences in using a level 2 portable polysomnography","year":2010,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Polysomnography; Perioperative; Medicine; Anesthesia; Apnea","score_opus":0.054135346287115214,"score_gpt":0.35702260067068264,"score_spread":0.30288725438356745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127460548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963323,0.00010123138,0.00040073183,0.0004461259,0.00016005669,0.00023961869,0.0000026284176,0.000022333214,0.002294963],"genre_scores_gemma":[0.98324686,0.0000045556744,0.016433928,0.00010927317,0.000116150106,0.000023130087,0.000002673325,0.0000142450335,0.000049199938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988134,0.000042608222,0.00018928267,0.00031624731,0.00029634853,0.00034212376],"domain_scores_gemma":[0.99946994,0.00007120871,0.00003773344,0.00016420582,0.00008230346,0.00017461933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003274383,0.00013116756,0.00022277451,0.0002399632,0.00016519474,0.000082344784,0.000049932376,0.00010335362,0.00021662343],"category_scores_gemma":[0.0002303918,0.00010554267,0.00004656846,0.0003263932,0.00025689596,0.00038830165,0.000070250644,0.000613339,0.0000035449589],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002849769,0.00056343497,0.5269984,0.00007439788,0.00013373046,0.0011369906,0.050779246,0.0000022998572,0.381281,0.002807728,0.0000070035658,0.03593079],"study_design_scores_gemma":[0.01179484,0.0011246231,0.5525915,0.00035890803,0.00031828013,0.00958953,0.2264253,0.071293265,0.12267377,0.00044354243,0.0018859447,0.0015005113],"about_ca_topic_score_codex":0.00048528446,"about_ca_topic_score_gemma":0.00010465778,"teacher_disagreement_score":0.25860724,"about_ca_system_score_codex":0.000028210465,"about_ca_system_score_gemma":0.000055969733,"threshold_uncertainty_score":0.43039054},"labels":[],"label_agreement":null},{"id":"W2128189145","doi":"10.1164/rccm.2105085","title":"Validation of Nasal Pressure for the Identification of Apneas/Hypopneas during Sleep","year":2002,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Plethysmograph; Hypopnea; Polysomnography; Anesthesia; Apnea","score_opus":0.030039618180273824,"score_gpt":0.3352440548009817,"score_spread":0.30520443662070784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128189145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98492455,0.0101175755,0.0023976972,0.0019939388,0.00015676528,0.00028375606,0.000017397502,0.0000048671795,0.00010344676],"genre_scores_gemma":[0.9992319,0.00005264139,0.00017686709,0.000112728536,0.0003913792,0.000007874792,0.0000011647463,0.000014570037,0.0000109033535],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99809885,0.00015241826,0.00076711236,0.00014108211,0.00066856435,0.00017198174],"domain_scores_gemma":[0.99681425,0.00081943406,0.0004024967,0.00022358671,0.0015694563,0.00017078381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007164501,0.00010812947,0.00047147376,0.00018364281,0.0000855764,0.000006488248,0.00013521464,0.000040853396,0.000088339206],"category_scores_gemma":[0.003153713,0.00006851369,0.000108454566,0.0002772088,0.0016422449,0.000104020524,0.00002491238,0.00025230064,4.4283976e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028327915,0.00034203255,0.07512408,0.0029948999,0.00065547135,0.000060140774,0.0059236665,0.000052889194,0.62745154,0.0021392284,0.00017208299,0.28225118],"study_design_scores_gemma":[0.011978534,0.026842711,0.25512388,0.0010286882,0.004388866,0.00066022336,0.054029077,0.0019636329,0.6387123,0.0003642184,0.0045016217,0.00040626834],"about_ca_topic_score_codex":0.000006354101,"about_ca_topic_score_gemma":3.3562495e-7,"teacher_disagreement_score":0.2818449,"about_ca_system_score_codex":0.000027874312,"about_ca_system_score_gemma":0.000021342521,"threshold_uncertainty_score":0.6050919},"labels":[],"label_agreement":null},{"id":"W2128389162","doi":"10.1093/sleep/27.3.453","title":"Reducing Motor-Vehicle Collisions, Costs, and Fatalities by Treating Obstructive Sleep Apnea Syndrome","year":2004,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":507,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Obstructive sleep apnea; Medicine; Continuous positive airway pressure; Poison control; Injury prevention; Emergency medicine; Cost–benefit analysis; Medical emergency; Environmental health; Anesthesia","score_opus":0.01290672306521257,"score_gpt":0.2727254079896768,"score_spread":0.25981868492446425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128389162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924013,0.0017542507,0.0005017244,0.00076154387,0.00019825586,0.00085739925,0.00017186237,0.00015109434,0.003202545],"genre_scores_gemma":[0.99569035,0.000038215367,0.0032882171,0.0001089648,0.00011159419,0.000075383556,0.0000937963,0.000071569244,0.0005219275],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9974705,0.0000931743,0.000414891,0.00066501973,0.00067806005,0.0006783647],"domain_scores_gemma":[0.9986055,0.00015504686,0.00012008902,0.0004889316,0.00020713184,0.0004232885],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002628217,0.00032209881,0.00050024944,0.00023336688,0.00037652286,0.00009608674,0.00016871792,0.00017277297,0.00012491044],"category_scores_gemma":[0.00042959923,0.0003018999,0.00010689509,0.00043406233,0.00041729692,0.00034671085,0.00019801727,0.0004748744,0.00006665818],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016190183,0.0013530466,0.21332256,0.0009064198,0.0017724469,0.0021960444,0.009591879,0.0002333473,0.38304582,0.010956803,0.0003466078,0.374656],"study_design_scores_gemma":[0.042985585,0.007068928,0.5844951,0.0017089682,0.0014128959,0.007666891,0.06044263,0.010715514,0.26882377,0.007402458,0.0035151849,0.0037620645],"about_ca_topic_score_codex":0.0011364124,"about_ca_topic_score_gemma":0.000015676771,"teacher_disagreement_score":0.37117255,"about_ca_system_score_codex":0.0007696607,"about_ca_system_score_gemma":0.000045626166,"threshold_uncertainty_score":0.9999433},"labels":[],"label_agreement":null},{"id":"W2128399049","doi":"10.1002/ppul.20195","title":"Sleep and breathing on the first night after adenotonsillectomy for obstructive sleep apnea","year":2005,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Hypopnea; Interquartile range; Anesthesia; Apnea; Tonsillectomy; Apnea–hypopnea index; Internal medicine","score_opus":0.012541248773777242,"score_gpt":0.2604778389062606,"score_spread":0.24793659013248334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128399049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96695805,0.0019168905,0.00067165704,0.02621935,0.0003051152,0.0016158025,0.000035439123,0.00009646868,0.00218126],"genre_scores_gemma":[0.9942988,0.00007347893,0.0017489903,0.0012285244,0.0017279144,0.00065158313,0.000009643166,0.00005587945,0.0002051969],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792856,0.00008459305,0.00033575503,0.0006311372,0.00029169224,0.00072826055],"domain_scores_gemma":[0.99791664,0.0011033384,0.00011057114,0.0004949557,0.00018815421,0.00018634008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029068085,0.0002944632,0.0004130726,0.00039450216,0.00030887334,0.000037804613,0.0002202927,0.0002739273,0.0002554869],"category_scores_gemma":[0.0006107578,0.0002069559,0.00013803352,0.00039750015,0.00025599299,0.00012562308,0.00016350031,0.00060811813,0.0001411876],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006859505,0.0010212546,0.71737504,0.00055552006,0.0010074504,0.00054968824,0.0049844384,0.000054718414,0.0006463063,0.008050677,0.0037295953,0.25516582],"study_design_scores_gemma":[0.009699147,0.0024794561,0.8664686,0.000022954957,0.00130374,0.0017330354,0.00081277586,0.024119398,0.0030556563,0.0033751612,0.08569875,0.0012312972],"about_ca_topic_score_codex":0.000018340063,"about_ca_topic_score_gemma":0.000024647074,"teacher_disagreement_score":0.25393453,"about_ca_system_score_codex":0.0002096068,"about_ca_system_score_gemma":0.00003045323,"threshold_uncertainty_score":0.8439416},"labels":[],"label_agreement":null},{"id":"W2128482949","doi":"10.1093/ndt/gfr605","title":"Rostral overnight fluid shift in end-stage renal disease: relationship with obstructive sleep apnea","year":2011,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto Sleep Institute; University Health Network; University of Toronto; Toronto General Hospital; Toronto Rehabilitation Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; End stage renal disease; Internal medicine; Hemodialysis; Apnea–hypopnea index; Sleep apnea; Cardiology; Prospective cohort study; Kidney disease; Hypopnea; Apnea","score_opus":0.022331240050445636,"score_gpt":0.26500382979445014,"score_spread":0.24267258974400452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128482949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875743,0.000075904194,0.009223417,0.00032986497,0.000069139656,0.0006477771,0.00017210153,0.000088541085,0.0018189583],"genre_scores_gemma":[0.99691635,0.000024605239,0.0016312551,0.00018028382,0.00009654333,0.00014272398,0.0008908303,0.000041646967,0.00007578225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975326,0.00032953732,0.00045403617,0.000615299,0.00053861813,0.00052988797],"domain_scores_gemma":[0.99881965,0.0002645631,0.00012912121,0.00039130962,0.00011481108,0.0002805342],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028161658,0.0002815501,0.00042828865,0.0005844053,0.00012871086,0.000016829186,0.00015051148,0.00022546569,0.0010653583],"category_scores_gemma":[0.000062609826,0.00024792145,0.00013898926,0.0006824168,0.00040616537,0.00037933857,0.0000135232885,0.0005362693,0.00007130077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01121449,0.00028713746,0.96996725,0.00011549352,0.00034807026,0.0010395817,0.0051653716,0.00021107389,0.0058137733,0.004383305,0.0000037349387,0.0014507455],"study_design_scores_gemma":[0.0041313255,0.00034294435,0.9894377,0.00002272077,0.00075647375,0.00005290486,0.00013658185,0.0009360485,0.0031472675,0.0007500559,0.000057839894,0.00022815978],"about_ca_topic_score_codex":0.00024674885,"about_ca_topic_score_gemma":0.0010436715,"teacher_disagreement_score":0.019470453,"about_ca_system_score_codex":0.00015524578,"about_ca_system_score_gemma":0.00009192123,"threshold_uncertainty_score":0.9999973},"labels":[],"label_agreement":null},{"id":"W2128518411","doi":"10.1164/rccm.200905-0671oc","title":"Effects of Exposure to Intermittent Hypoxia on Oxidative Stress and Acute Hypoxic Ventilatory Response in Humans","year":2009,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":175,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Hotchkiss Brain Institute; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research; Hotchkiss Brain Institute","keywords":"Oxidative stress; Uric acid; Intermittent hypoxia; Hypoxia (environmental); Medicine; Antioxidant; Internal medicine; Vitamin C; Obstructive sleep apnea; Endocrinology; Reactive oxygen species; Hypoxic ventilatory response; Vitamin E; Anesthesia; Respiratory system; Oxygen; Biochemistry; Biology; Chemistry","score_opus":0.013824384347797312,"score_gpt":0.3338226679680806,"score_spread":0.31999828362028326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128518411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949942,0.0026727126,0.00006309111,0.0018423127,0.00007860773,0.00026349007,0.0000065489835,0.0000055577625,0.00007345859],"genre_scores_gemma":[0.99763364,0.000036686284,0.00016728236,0.0019879888,0.00015052318,0.000004469499,4.5506584e-7,0.000014628511,0.0000043006794],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99783856,0.00042817235,0.0005489299,0.00025903777,0.00063811487,0.00028721167],"domain_scores_gemma":[0.99772763,0.0009519938,0.00014510847,0.00016865767,0.0004588328,0.0005477841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006509416,0.00019755002,0.0007903928,0.00063895585,0.00004343747,0.000007790566,0.00011961161,0.00005634252,0.000014649183],"category_scores_gemma":[0.0020705964,0.00014596638,0.000073110554,0.00036060702,0.0011247654,0.00008209306,0.000041273357,0.00056467834,8.0057987e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.041831948,0.00076439994,0.07340681,0.0007811367,0.00022993737,0.0070004617,0.010783767,0.0000038439302,0.57001096,0.0006572892,0.00008507452,0.29444435],"study_design_scores_gemma":[0.0031954953,0.08773313,0.86752385,0.0017017793,0.00021685191,0.00009994174,0.008808615,0.0000010523253,0.030420313,0.000057671987,0.000116084644,0.0001252041],"about_ca_topic_score_codex":0.0000036608665,"about_ca_topic_score_gemma":0.00000148183,"teacher_disagreement_score":0.79411703,"about_ca_system_score_codex":0.00011219263,"about_ca_system_score_gemma":0.000069145884,"threshold_uncertainty_score":0.5952336},"labels":[],"label_agreement":null},{"id":"W2128703459","doi":"10.1183/09031936.00161906","title":"Pharyngeal narrowing in end-stage renal disease: implications for obstructive sleep apnoea","year":2007,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Humber River Regional Hospital; University of Calgary","funders":"University of Toronto","keywords":"Medicine; End stage renal disease; Airway; Polysomnography; Pharynx; Sleep (system call); Functional residual capacity; Dialysis; Anesthesia; Cardiology; Internal medicine; Disease; Surgery; Lung volumes; Apnea; Lung","score_opus":0.05038794801507733,"score_gpt":0.34698265550699353,"score_spread":0.2965947074919162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128703459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9730806,0.0011044916,0.012680839,0.00079919316,0.00036991626,0.00087629986,0.000096453216,0.00007120043,0.01092104],"genre_scores_gemma":[0.99503195,0.000007690759,0.0022577909,0.00071465265,0.0015334116,0.00001505773,0.000019789415,0.000110572546,0.00030905622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970864,0.00037190507,0.0007602504,0.00045885172,0.00051339297,0.00080916996],"domain_scores_gemma":[0.99774814,0.00025083183,0.00023484927,0.00044297366,0.00040882852,0.0009144075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030887742,0.00025136146,0.00030991796,0.000658359,0.00039143837,0.00008759755,0.00034620383,0.000052083426,0.0003046731],"category_scores_gemma":[0.00075855135,0.00023513324,0.00024833987,0.0004582119,0.00021280951,0.00032113193,0.000110502806,0.0009830232,0.000058025293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038484978,0.0005547788,0.5005637,0.00015080642,0.00034523697,0.0044999006,0.00096565514,0.00013231095,0.20994659,0.003391148,0.0009692601,0.27463213],"study_design_scores_gemma":[0.0038022536,0.00030184735,0.9348296,0.000074583935,0.000057864272,0.00022365354,0.00031096363,0.000059090184,0.0023260037,0.00016582455,0.05761449,0.00023382384],"about_ca_topic_score_codex":0.0000014250128,"about_ca_topic_score_gemma":0.0000069256853,"teacher_disagreement_score":0.4342659,"about_ca_system_score_codex":0.0005056263,"about_ca_system_score_gemma":0.00016659235,"threshold_uncertainty_score":0.9588455},"labels":[],"label_agreement":null},{"id":"W2128764603","doi":"10.1164/rccm.200911-1746oc","title":"Obstructive Sleep Apnea–Hypopnea and Incident Stroke: The Sleep Heart Health Study","year":2010,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1261,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Case Western Reserve University; University of Washington; Strong; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Medicine; Obstructive sleep apnea; Hazard ratio; Stroke (engine); Sleep apnea; Polysomnography; Quartile; Confidence interval; Internal medicine; Hypopnea; Proportional hazards model; Cardiology; Physical therapy; Apnea","score_opus":0.019321331452599604,"score_gpt":0.35443740457350126,"score_spread":0.33511607312090164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128764603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98085505,0.0040219515,0.00018762395,0.013750577,0.00047815024,0.0004894071,0.000009689534,0.000014476277,0.00019309936],"genre_scores_gemma":[0.99431294,0.000020044195,0.00047029738,0.004100437,0.0010482046,0.000011593339,8.3980837e-7,0.000030733856,0.0000049336268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966062,0.0005929046,0.00076263776,0.00036028386,0.0011847549,0.0004932592],"domain_scores_gemma":[0.9962144,0.0010156899,0.00026317174,0.00040441213,0.0010805043,0.0010218067],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017435666,0.00027087174,0.0009714886,0.00028959382,0.00035165282,0.000038333717,0.00020574445,0.00006211396,0.00009061351],"category_scores_gemma":[0.0027483057,0.00016077685,0.00009941728,0.00037772136,0.004116284,0.00015554378,0.00013219242,0.0018415719,0.0000022205231],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010419922,0.00027044403,0.58153135,0.00015031804,0.00022139381,0.00047152833,0.009064212,4.857308e-7,0.007649889,0.0008482169,0.00013164703,0.39861852],"study_design_scores_gemma":[0.0038386935,0.032285538,0.79302233,0.000080808044,0.00038566778,0.002072977,0.16278015,0.00003172896,0.00039830396,0.00012667714,0.0047672847,0.00020984985],"about_ca_topic_score_codex":0.000118185155,"about_ca_topic_score_gemma":0.00005628398,"teacher_disagreement_score":0.39840865,"about_ca_system_score_codex":0.00009642851,"about_ca_system_score_gemma":0.00014746808,"threshold_uncertainty_score":0.9985939},"labels":[],"label_agreement":null},{"id":"W2128885714","doi":"10.1111/j.1440-1843.2011.01979.x","title":"Neurocognitive impairment in Chinese patients with obstructive sleep apnoea hypopnoea syndrome","year":2011,"lang":"en","type":"article","venue":"Respirology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Neurocognitive; Cohort; Cognition; Cognitive impairment; Audiology; Stepwise regression; Polysomnography; Physical therapy; Internal medicine; Pediatrics; Psychiatry; Apnea","score_opus":0.01350634267305286,"score_gpt":0.25563875739738934,"score_spread":0.24213241472433647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128885714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920464,0.000043282773,0.000051187304,0.00014967762,0.00014798314,0.001514787,0.000023968623,0.00006135203,0.0059613534],"genre_scores_gemma":[0.99863124,0.0000032152907,0.0006502989,0.00035025892,0.000042698037,0.00017531648,0.000029901295,0.000060736038,0.000056360805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744314,0.00025491466,0.0003794194,0.00067746587,0.0004710924,0.00077397574],"domain_scores_gemma":[0.99867237,0.00015274344,0.00012627088,0.00046239124,0.00030231065,0.0002839084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019225097,0.00032686605,0.000589019,0.0005810717,0.00006225813,0.000007435211,0.0002034325,0.00018994832,0.0005436726],"category_scores_gemma":[0.00028452568,0.00024063113,0.0000876037,0.00063785876,0.00041353662,0.00015707829,0.00018012096,0.0006265879,0.00018480085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043300083,0.00094654056,0.9863691,0.000036630605,0.00016354528,0.0013265461,0.00079366326,0.000001954437,0.00023905453,0.000101556165,0.000003722989,0.005687711],"study_design_scores_gemma":[0.0074379668,0.005248694,0.9856342,0.00002017495,0.000054403634,0.00032147544,0.00011763572,0.00006395367,0.00022886496,0.0006135285,0.000046495345,0.00021258688],"about_ca_topic_score_codex":0.00012730504,"about_ca_topic_score_gemma":0.000072957875,"teacher_disagreement_score":0.006584806,"about_ca_system_score_codex":0.00020576901,"about_ca_system_score_gemma":0.000050303333,"threshold_uncertainty_score":0.98126525},"labels":[],"label_agreement":null},{"id":"W2129468836","doi":"10.1136/thorax.57.6.483","title":"Independent validation of the Sleep Apnoea Quality of Life Index","year":2002,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Quality of life (healthcare); Beck Depression Inventory; Checklist; Epworth Sleepiness Scale; Physical therapy; Construct validity; Sleep (system call); Polysomnography; Psychometrics; Internal medicine; Anxiety; Apnea; Clinical psychology; Psychiatry; Psychology","score_opus":0.06980319675781024,"score_gpt":0.3437973913477651,"score_spread":0.2739941945899549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129468836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898239,0.00011510942,0.00041842472,0.00072097365,0.000107702435,0.00036566082,0.000011215742,0.000013889137,0.008423168],"genre_scores_gemma":[0.999403,0.0000057352318,0.000110938345,0.00005179906,0.00006178861,0.00000679402,0.0000030613785,0.000011829598,0.00034504928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825346,0.00023124799,0.00037330482,0.00014941771,0.00083662174,0.00015596919],"domain_scores_gemma":[0.9988482,0.00010543436,0.00019303408,0.0005159038,0.00025047103,0.00008697392],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006225172,0.0000804737,0.00025733773,0.00008442868,0.00003194221,0.000004386434,0.00017963511,0.000082558,0.0009766083],"category_scores_gemma":[0.00075313036,0.00005545797,0.000103630104,0.0003397704,0.00016844171,0.00005309642,0.00011319997,0.0002258178,0.00003502759],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002624445,0.00043887357,0.90227693,0.00029752468,0.00016168065,0.0000016859686,0.00085002644,0.000047765305,0.07577876,0.00149316,0.00016535775,0.018225772],"study_design_scores_gemma":[0.0012899579,0.000101807615,0.8423188,0.000026993712,0.000037601098,0.0000033234214,0.00030330688,0.0011924786,0.15422872,0.00030549493,0.00012140796,0.00007016416],"about_ca_topic_score_codex":0.0001215338,"about_ca_topic_score_gemma":0.0000075586822,"teacher_disagreement_score":0.07844995,"about_ca_system_score_codex":0.000056221674,"about_ca_system_score_gemma":0.000021306721,"threshold_uncertainty_score":0.99993664},"labels":[],"label_agreement":null},{"id":"W2129815612","doi":"10.1053/smrv.2001.0163","title":"Upper airway muscles awake and asleep","year":2002,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Dilator; Tonic (physiology); Respiratory system; Medicine; Cardiology; Obstructive sleep apnea; Muscles of respiration; Anaerobic exercise; Chemistry; Muscle contraction; Internal medicine; Anesthesia; Endocrinology; Physiology","score_opus":0.10626693457676398,"score_gpt":0.39351385550497464,"score_spread":0.2872469209282107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129815612","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000035000332,0.9756765,0.00006709694,0.0008746101,0.0007352205,0.0062615047,0.000027788194,0.00012985195,0.016223948],"genre_scores_gemma":[0.0000018093988,0.99199414,0.0007450396,0.0004327115,0.0025705243,0.00067248935,0.00024878987,0.00026465897,0.0030698143],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923363,0.0010098598,0.0025995902,0.0016111729,0.0013016707,0.0011414303],"domain_scores_gemma":[0.9951482,0.0005795244,0.000924828,0.001980675,0.0002477276,0.0011190656],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0022329653,0.0014623083,0.008937477,0.0010889578,0.00019055851,0.000037311944,0.00057556457,0.000732517,0.005881654],"category_scores_gemma":[0.0023890727,0.0008868119,0.001239931,0.001380579,0.00093698147,0.00014386191,0.0003759124,0.002109998,0.0023866561],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005333766,0.00010125093,0.00005247514,0.06188309,0.0004132569,0.00015277405,0.00008894584,4.176331e-9,0.0000012959752,0.00013881805,0.008244063,0.9289187],"study_design_scores_gemma":[0.001233892,0.0004281934,0.000035428744,0.055286095,0.0054595303,0.0010081946,0.000035576457,0.000013786506,5.076136e-7,0.000017113036,0.9358525,0.0006291568],"about_ca_topic_score_codex":0.00002821766,"about_ca_topic_score_gemma":0.0000060598236,"teacher_disagreement_score":0.92828953,"about_ca_system_score_codex":0.00042209253,"about_ca_system_score_gemma":0.0000811757,"threshold_uncertainty_score":0.99981266},"labels":[],"label_agreement":null},{"id":"W2130080324","doi":"10.1016/j.jaci.2005.10.008","title":"Obstructive sleep apnea syndrome and inflammation","year":2005,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; Christie (Canada)","funders":"","keywords":"Obstructive sleep apnea; Medicine; Hypoxemia; Sleep apnea; Systemic inflammation; Continuous positive airway pressure; Apnea; Metabolic syndrome; Internal medicine; Inflammation; Cardiology; Obesity","score_opus":0.02262983584055559,"score_gpt":0.33246009532287324,"score_spread":0.3098302594823176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130080324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99199677,0.0021193007,0.00023734344,0.0046559763,0.00027080087,0.000086933585,7.3321576e-7,0.0000075141547,0.0006246204],"genre_scores_gemma":[0.9955714,0.0016764593,0.0021381367,0.00012360563,0.0003573043,0.0000011668106,0.0000013017026,0.000011000705,0.00011963469],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99852926,0.00016756092,0.00077074126,0.00015612286,0.00018023008,0.00019607332],"domain_scores_gemma":[0.99869645,0.0003874135,0.000326901,0.00013314546,0.00029727223,0.00015880454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054784137,0.00010849182,0.00046227776,0.00015475789,0.00006207066,0.000014242698,0.00008635547,0.00024265352,0.00014710447],"category_scores_gemma":[0.00064258405,0.00008416359,0.00011229568,0.00008385154,0.00052521925,0.00021766048,0.00009262883,0.00077517895,0.000016642334],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032333727,0.00035804245,0.03740782,0.00002286392,0.0056734965,0.00052930764,0.00035906647,0.00000670896,0.007035264,0.0032261906,0.000046799792,0.94210106],"study_design_scores_gemma":[0.0048755025,0.0028936598,0.9732177,0.00003444246,0.00013156251,0.0074236384,0.00041300562,0.00032304856,0.0005804002,0.0010203919,0.0089782905,0.00010833918],"about_ca_topic_score_codex":0.0000041428034,"about_ca_topic_score_gemma":0.000014596083,"teacher_disagreement_score":0.9419927,"about_ca_system_score_codex":0.000041624426,"about_ca_system_score_gemma":0.000033923712,"threshold_uncertainty_score":0.34320918},"labels":[],"label_agreement":null},{"id":"W2130155377","doi":"10.1155/2011/506189","title":"Canadian Thoracic Society 2011 Guideline Update: Diagnosis and Treatment of Sleep Disordered Breathing","year":2011,"lang":"en","type":"review","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Saskatchewan; Université Laval; University of Toronto; Dalhousie University; McMaster University; Queen's University; University of British Columbia","funders":"","keywords":"Medicine; Sleep disordered breathing; Guideline; Breathing; Intensive care medicine; Internal medicine; Obstructive sleep apnea; Psychiatry; Pathology","score_opus":0.08731074270394167,"score_gpt":0.3681745771436242,"score_spread":0.28086383443968255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130155377","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005018365,0.9960017,0.00001451405,0.00034509128,0.00033073136,0.0012532059,0.0007076517,0.000014159463,0.00083105953],"genre_scores_gemma":[0.00016545333,0.997287,0.0008518342,0.00046599074,0.0006698182,0.000113244976,0.000110493565,0.00017239536,0.00016380956],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958693,0.00038444487,0.0014333987,0.00063034095,0.00043026384,0.0012522792],"domain_scores_gemma":[0.9931652,0.00010586446,0.0005904494,0.00074617274,0.00060926646,0.0047830287],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008803467,0.0007379887,0.002266402,0.0015584275,0.00051866286,0.00010493166,0.00040144072,0.0007382253,0.002981354],"category_scores_gemma":[0.0001551569,0.0005956734,0.0009974134,0.00043805313,0.0002992809,0.00016808213,0.000046099958,0.0010875755,0.000108093875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000011984389,0.00005117091,0.003449905,0.0014231424,0.0011120198,0.000991472,0.0002305977,1.5199865e-7,4.1505083e-7,0.000035527773,0.00487391,0.98781973],"study_design_scores_gemma":[0.000693705,0.00049048144,0.00033282433,0.0019243767,0.001702447,0.0013143021,0.00014034919,0.000007916834,0.0000042282577,0.000025983269,0.99292314,0.00044022046],"about_ca_topic_score_codex":0.44444615,"about_ca_topic_score_gemma":0.7274289,"teacher_disagreement_score":0.98804927,"about_ca_system_score_codex":0.0058818962,"about_ca_system_score_gemma":0.009898767,"threshold_uncertainty_score":0.99964947},"labels":[],"label_agreement":null},{"id":"W2130254450","doi":"10.1093/bja/aes022","title":"High STOP-Bang score indicates a high probability of obstructive sleep apnoea","year":2012,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":988,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"University Health Network Foundation; University of Toronto; ResMed","keywords":"Sleep (system call); Medicine; Cardiology; Computer science","score_opus":0.019960683228181165,"score_gpt":0.26261682674177167,"score_spread":0.2426561435135905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130254450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949415,0.0035511875,0.00017380886,0.00047286757,0.00022200613,0.00043451114,0.000021913003,0.000018542962,0.00016367376],"genre_scores_gemma":[0.9896583,0.00019344063,0.009558037,0.00005914911,0.00044987423,0.0000076775395,0.000007702604,0.00004378164,0.000022068318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970181,0.00025074984,0.00086311763,0.00022772519,0.0010542466,0.0005860715],"domain_scores_gemma":[0.9974682,0.000103937586,0.0007165591,0.0002815309,0.00091335026,0.00051647564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011609998,0.00020837558,0.00081032317,0.0003146616,0.00009841314,0.00003786152,0.00032944395,0.0001740055,0.00027142095],"category_scores_gemma":[0.00073327316,0.00020676937,0.00029053658,0.00048718086,0.0005434326,0.00053500547,0.00007636719,0.00078353856,0.000013964059],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008235178,0.0013414427,0.5984164,0.00032411574,0.00059993146,0.0010485406,0.0006604337,0.000014667585,0.0045807185,0.0019670038,0.00028484737,0.38993838],"study_design_scores_gemma":[0.0021802185,0.0009607743,0.97267765,0.00038768078,0.0002163193,0.0060940543,0.00034064057,0.000007140261,0.014782633,0.0019699035,0.00020351243,0.00017949103],"about_ca_topic_score_codex":0.00043458262,"about_ca_topic_score_gemma":0.000014043937,"teacher_disagreement_score":0.38975888,"about_ca_system_score_codex":0.0002850855,"about_ca_system_score_gemma":0.00013517038,"threshold_uncertainty_score":0.843181},"labels":[],"label_agreement":null},{"id":"W2130407277","doi":"10.1016/j.ajog.2013.07.033","title":"Maternal sleep-disordered breathing and adverse pregnancy outcomes: a systematic review and metaanalysis","year":2013,"lang":"en","type":"review","venue":"American Journal of Obstetrics and Gynecology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":218,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre hospitalier de l'Université Laval; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Gestational diabetes; Pregnancy; Odds ratio; Obstetrics; Gestational hypertension; Preeclampsia; Small for gestational age; Cohort study; Confidence interval; Meta-analysis; Confounding; Observational study; Gestational age; Pediatrics; Gestation; Internal medicine","score_opus":0.026721775004099012,"score_gpt":0.3334790462379868,"score_spread":0.3067572712338878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130407277","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016403927,0.9962104,0.000056830067,0.0001641602,0.00019313717,0.0016707538,0.000017419381,0.000007463113,0.000039446128],"genre_scores_gemma":[0.0014614846,0.9966412,0.001468731,0.00015629342,0.000015519334,0.000052375966,0.000004701534,0.00005597169,0.00014370798],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9960094,0.0007622163,0.0018873746,0.0004240722,0.00048185163,0.00043508047],"domain_scores_gemma":[0.9897554,0.0060139294,0.002804588,0.0004037122,0.0005200206,0.00050237693],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007798923,0.0005286433,0.0080184955,0.001199896,0.00009208495,0.000055304736,0.00024777686,0.00017459878,0.00008075043],"category_scores_gemma":[0.01139176,0.00032630106,0.0005822012,0.0010082722,0.00047297103,0.00015628975,0.00023061364,0.0008676995,0.000008620827],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017645856,0.00004983941,0.0021795877,0.39540273,0.003924637,0.00043840686,0.00006389962,3.1440575e-8,1.5200597e-7,0.00001570753,0.0000042801175,0.5979189],"study_design_scores_gemma":[0.0050801914,0.0057985475,0.0056176167,0.6947813,0.23531981,0.0217002,0.0019906182,0.00010042586,4.0734943e-7,0.00009014934,0.027796835,0.0017238811],"about_ca_topic_score_codex":0.000035609566,"about_ca_topic_score_gemma":0.0000016380343,"teacher_disagreement_score":0.59619504,"about_ca_system_score_codex":0.00021113986,"about_ca_system_score_gemma":0.00012902298,"threshold_uncertainty_score":0.9999189},"labels":[],"label_agreement":null},{"id":"W2130637800","doi":"10.1056/nejmoa051001","title":"Continuous Positive Airway Pressure for Central Sleep Apnea and Heart Failure","year":2005,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1185,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Western University; University of Toronto; Dalhousie University; Université Laval; University of Calgary; McGill University","funders":"","keywords":"Medicine; Continuous positive airway pressure; Central sleep apnea; Heart failure; Sleep apnea; Airway; Apnea; Positive airway pressure; Cardiology; Cheyne–Stokes respiration; Respiratory failure; Sleep (system call); Obstructive sleep apnea; Anesthesia; Intensive care medicine; Internal medicine; Polysomnography","score_opus":0.01012165788643068,"score_gpt":0.27998398203144603,"score_spread":0.2698623241450154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130637800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7877708,0.011173296,0.00998127,0.18748716,0.0008395635,0.0013654559,0.000037334175,0.00003456582,0.0013105745],"genre_scores_gemma":[0.9828388,0.000051556453,0.0064067417,0.0008242602,0.009276276,0.0000026295336,0.000008938436,0.00002848342,0.0005623054],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982247,0.00008675716,0.000478426,0.00018885157,0.00060231384,0.0004189696],"domain_scores_gemma":[0.9980451,0.0003814525,0.00019754755,0.00014698112,0.00052593317,0.0007029983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007065312,0.00018675177,0.0006700389,0.00021172168,0.0000711885,0.000015424315,0.00010469975,0.000103180435,0.00026710966],"category_scores_gemma":[0.00076919305,0.00012236914,0.00010252437,0.00012321633,0.00020665837,0.00015580052,0.000027455248,0.0005318273,0.0000028482032],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008188086,0.00031046703,0.05824153,0.0002877033,0.0012404869,0.00026517877,0.0047773514,0.000071491944,0.0666883,0.000597652,0.056774735,0.802557],"study_design_scores_gemma":[0.16452035,0.010113502,0.09156926,0.0005676776,0.001349842,0.0085849585,0.0011783974,0.0019109955,0.013015894,0.00029868528,0.70659816,0.00029226643],"about_ca_topic_score_codex":0.000025689023,"about_ca_topic_score_gemma":0.000022105736,"teacher_disagreement_score":0.80226475,"about_ca_system_score_codex":0.000056094414,"about_ca_system_score_gemma":0.000077876226,"threshold_uncertainty_score":0.49900687},"labels":[],"label_agreement":null},{"id":"W2130833905","doi":"10.1093/europace/eur128","title":"Cardiac resynchronization therapy for the treatment of sleep apnoea: a meta-analysis","year":2011,"lang":"en","type":"review","venue":"EP Europace","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Cardiac resynchronization therapy; Heart failure; Meta-analysis; Internal medicine; Cardiology; MEDLINE; Ejection fraction","score_opus":0.22487115015097922,"score_gpt":0.4138080402124345,"score_spread":0.18893689006145528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130833905","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000026304324,0.9916007,0.00267132,0.00011038788,0.00013997871,0.0045009158,0.00026958907,0.000027908854,0.0006765668],"genre_scores_gemma":[0.00005006531,0.99493,0.00052208203,0.000012638482,0.00024714868,0.0009299544,0.00021892219,0.0001133542,0.0029757777],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974405,0.0006442332,0.0005851435,0.0005636626,0.00043553187,0.00033088424],"domain_scores_gemma":[0.9966781,0.0009398416,0.00045612705,0.0013946216,0.00042046528,0.000110855864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005339137,0.0004714268,0.0041346243,0.00041199318,0.00009913718,0.000020302095,0.00027069662,0.00015753487,0.0004962323],"category_scores_gemma":[0.0001588138,0.00022653115,0.006317478,0.0013536565,0.00015814275,0.000030865594,0.000035184392,0.00017523918,0.00005495573],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058721977,0.00022876001,0.000013463098,0.0013964943,0.3153002,0.000005311686,0.00017926385,0.0000020367713,0.0000014571763,0.00012884701,0.00009374647,0.6825917],"study_design_scores_gemma":[0.00029364313,0.00056993385,0.000021420874,0.00002336949,0.3655462,0.0000028475122,0.00001226968,0.000038367296,0.000023451512,0.000003034503,0.6333627,0.000102762984],"about_ca_topic_score_codex":0.00007402996,"about_ca_topic_score_gemma":0.000006316429,"teacher_disagreement_score":0.6824889,"about_ca_system_score_codex":0.00022305397,"about_ca_system_score_gemma":0.00011120824,"threshold_uncertainty_score":0.9237672},"labels":[],"label_agreement":null},{"id":"W2130892683","doi":"10.1161/jaha.114.000875","title":"Cyclooxygenases 1 and 2 Differentially Regulate Blood Pressure and Cerebrovascular Responses to Acute and Chronic Intermittent Hypoxia: Implications for Sleep Apnea","year":2014,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; Foothills Medical Centre; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intermittent hypoxia; Blood pressure; Cyclooxygenase; Prostanoid; Obstructive sleep apnea; Cerebral blood flow; Internal medicine; Hypoxia (environmental); Sleep apnea; Urinary system; Crossover study; Endocrinology; Prostaglandin; Anesthesia; Placebo; Pathology","score_opus":0.009813043708014493,"score_gpt":0.2867998837758897,"score_spread":0.2769868400678752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130892683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825103,0.0003979582,0.0005969918,0.015924515,0.00006922392,0.00046271342,0.000024900153,0.000007875139,0.000005496451],"genre_scores_gemma":[0.9977264,0.00009967363,0.0013825663,0.00032758247,0.00025389108,0.000017093533,0.0000012279897,0.00001868735,0.0001729115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987829,0.00026367014,0.0002859868,0.00017351011,0.00028317078,0.00021080677],"domain_scores_gemma":[0.9984369,0.0004984409,0.00035074228,0.00020655231,0.00033790412,0.00016941346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068082055,0.00011213746,0.00044527196,0.00013218864,0.0001617931,0.000059106096,0.00008564688,0.000041624648,0.0000024312762],"category_scores_gemma":[0.0012607855,0.00007870082,0.00013841224,0.00015406914,0.00010687627,0.00008641366,0.00010854701,0.00018306196,3.6187495e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046988792,0.00010986046,0.7023304,0.000070984184,0.0025946768,5.897065e-7,0.00025015796,0.000008573066,0.26305026,0.00005924778,0.0005387017,0.030516662],"study_design_scores_gemma":[0.001342272,0.0011722328,0.98895484,0.00003924179,0.0017076986,0.00019068472,0.00004546489,0.0004726018,0.0041546905,0.00015295034,0.0016900767,0.00007727305],"about_ca_topic_score_codex":0.0000151971935,"about_ca_topic_score_gemma":0.000011821706,"teacher_disagreement_score":0.28662443,"about_ca_system_score_codex":0.000096825606,"about_ca_system_score_gemma":0.000035768262,"threshold_uncertainty_score":0.32093263},"labels":[],"label_agreement":null},{"id":"W2130959226","doi":"10.1002/cphy.c110064","title":"Obstructive Sleep Apnea","year":2012,"lang":"en","type":"review","venue":"Comprehensive physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Calgary","funders":"","keywords":"Medicine; Dilator; Obstructive sleep apnea; Pharyngeal muscles; Airway; Apnea; Anesthesia; Reflex; Sleep (system call); Sleep apnea; Wakefulness; Cardiology; Internal medicine","score_opus":0.10108176979027499,"score_gpt":0.37814559783131596,"score_spread":0.27706382804104096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130959226","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023731901,0.9942013,0.000052132185,0.000025859801,0.0013918732,0.0019708686,0.00008680428,0.00014343158,0.0018904251],"genre_scores_gemma":[0.0005983406,0.9952707,0.00053081824,0.00017204053,0.0019350813,0.00034799502,0.00070306467,0.00021078411,0.00023116896],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99592036,0.00063351355,0.0007695113,0.001074298,0.00040539648,0.0011969105],"domain_scores_gemma":[0.9962428,0.00076044886,0.00045143202,0.0013614909,0.00067797006,0.00050583924],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000777171,0.00093137065,0.0043701595,0.00052221346,0.0001419273,0.00001580719,0.00050247373,0.00082365534,0.0009308022],"category_scores_gemma":[0.000113551185,0.00073229877,0.0011961067,0.0006255834,0.0008182108,0.00010101825,0.0007046103,0.0017254719,0.0036952677],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069274196,0.00015424982,0.000008944724,0.015511642,0.0014817672,0.000049000788,0.00006930985,2.3532964e-7,0.00040404455,0.00045389467,0.00013979558,0.98165786],"study_design_scores_gemma":[0.00060689857,0.00022960882,0.001383916,0.0009216141,0.0023760542,0.0006210468,0.0000745216,0.000014259897,0.000020760168,0.00017690154,0.99299824,0.0005761584],"about_ca_topic_score_codex":0.000010179311,"about_ca_topic_score_gemma":4.0249222e-7,"teacher_disagreement_score":0.99285847,"about_ca_system_score_codex":0.00039837873,"about_ca_system_score_gemma":0.00014299658,"threshold_uncertainty_score":0.9999825},"labels":[],"label_agreement":null},{"id":"W2130961053","doi":"10.1161/circulationaha.111.018945","title":"Sleep-Disordered Breathing and Heart Disease","year":2011,"lang":"en","type":"letter","venue":"Circulation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Heart failure; Population; Cardiology; Sleep disordered breathing; Internal medicine; Breathing; Heart disease; Gerontology; Psychiatry; Obstructive sleep apnea","score_opus":0.0326520364053447,"score_gpt":0.28513333672855723,"score_spread":0.25248130032321253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130961053","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21444252,0.0027002804,0.0028139788,0.7700815,0.00076920656,0.0028642504,0.00008269606,0.00034551826,0.0059000216],"genre_scores_gemma":[0.8665678,0.0000073024507,0.00035526216,0.12997709,0.0019321395,0.0000480894,0.0008189702,0.000093885734,0.0001994851],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998505,0.00008417622,0.00020238913,0.00045870975,0.00045205234,0.00029770494],"domain_scores_gemma":[0.99913406,0.000059276997,0.00007227884,0.000432773,0.00014546665,0.0001561202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011482351,0.00020711048,0.0002971053,0.00024324555,0.00009221692,0.000038229453,0.00005961095,0.00036212933,0.00029149436],"category_scores_gemma":[0.00016163896,0.00020547086,0.00009312072,0.00012255178,0.000108991815,0.00011474664,0.000054766806,0.00092962704,0.000102723934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031678917,0.00016975442,0.7590293,0.0037587616,0.00050254667,0.001988093,0.0010708014,0.000009245931,0.0026130073,0.00026093549,0.18962768,0.04065303],"study_design_scores_gemma":[0.00092367793,0.000030167952,0.9358423,0.00011851093,0.00028599444,0.000117906486,0.0000144817095,0.0019772,0.000018182885,0.0016437197,0.058749404,0.00027845227],"about_ca_topic_score_codex":0.00005460123,"about_ca_topic_score_gemma":5.906823e-7,"teacher_disagreement_score":0.65212524,"about_ca_system_score_codex":0.00011887031,"about_ca_system_score_gemma":0.000037017577,"threshold_uncertainty_score":0.83788586},"labels":[],"label_agreement":null},{"id":"W2131236218","doi":"10.1093/ejo/cju101","title":"Mandibular advancement appliances for the treatment of paediatric obstructive sleep apnea: a systematic review","year":2015,"lang":"en","type":"review","venue":"European Journal of Orthodontics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Hamilton Health Sciences; University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; MEDLINE; Randomized controlled trial; Hypopnea; Systematic review; Population; Sleep apnea; Randomization; Polysomnography; Meta-analysis; Physical therapy; Intensive care medicine; Apnea; Dentistry; Surgery; Internal medicine","score_opus":0.09597084515437042,"score_gpt":0.3804927024195377,"score_spread":0.28452185726516727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131236218","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002503735,0.97883564,0.01311976,0.00009089612,0.0005967107,0.0070632636,0.00007976576,0.000008917627,0.00020253977],"genre_scores_gemma":[0.000010066693,0.9898161,0.008836473,0.00002347534,0.0008022069,0.00011872692,0.000023478762,0.00013542984,0.00023403826],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99360734,0.0016829504,0.0028467912,0.00031769648,0.0011472964,0.0003978963],"domain_scores_gemma":[0.99197996,0.001095594,0.004191715,0.0008576781,0.0015764135,0.00029861738],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004251422,0.00059065514,0.0052471,0.00031746138,0.00008524779,0.000031265423,0.00062586856,0.00006966053,0.000017728715],"category_scores_gemma":[0.0011551385,0.00029297825,0.0018845845,0.00058945635,0.00017284189,0.00007784106,0.00007743458,0.00042088886,0.000026016196],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000615992,0.00018508498,0.0000114004115,0.5156948,0.0024686456,0.00024061764,0.000087480425,0.000002306549,1.5659789e-7,0.000026912992,0.00008917765,0.4811318],"study_design_scores_gemma":[0.0016102692,0.0031558669,0.000007517031,0.19429938,0.039076637,0.000976156,0.00015454726,0.000021431548,0.0000017082987,0.0000048249603,0.7604523,0.00023941335],"about_ca_topic_score_codex":3.3768305e-7,"about_ca_topic_score_gemma":2.179039e-7,"teacher_disagreement_score":0.76036304,"about_ca_system_score_codex":0.00054023205,"about_ca_system_score_gemma":0.00025839786,"threshold_uncertainty_score":0.99995226},"labels":[],"label_agreement":null},{"id":"W2131268486","doi":"10.1016/j.amjmed.2005.01.077","title":"Aging Influences on Pharyngeal Anatomy and Physiology: The Predisposition to Pharyngeal Collapse","year":2006,"lang":"en","type":"article","venue":"The American Journal of Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":331,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Center for Research Resources; American Heart Association; Medical Research Council; National Institutes of Health; Medical Research Council Canada; National Institute on Aging; Deutsches Krebsforschungszentrum","keywords":"Medicine; Pharynx; Anatomy; Pharyngeal muscles; Physiology","score_opus":0.011246395156745654,"score_gpt":0.32383547184780676,"score_spread":0.3125890766910611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131268486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93661505,0.0005245929,0.000063618514,0.061880205,0.00013462381,0.00028654427,0.0000034007462,0.000009979868,0.00048197803],"genre_scores_gemma":[0.99379224,0.0000783854,0.0001415088,0.004248951,0.0016747558,0.0000063931734,0.0000022176118,0.000015199145,0.00004035929],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9982132,0.00027371262,0.00037316146,0.00015743141,0.0007066647,0.00027588473],"domain_scores_gemma":[0.9984819,0.00048812473,0.00035842168,0.00023063897,0.00025907296,0.0001818387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096869876,0.00015062478,0.00047763917,0.00022181017,0.000165148,0.000012240435,0.0002547974,0.000017231829,0.0000485524],"category_scores_gemma":[0.00019448255,0.000067193374,0.000057610203,0.0005809653,0.0015783592,0.000073853815,0.000054529864,0.00047451546,0.0000063932107],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0122268405,0.00042718052,0.060170002,0.00009488095,0.0007869886,0.00051402446,0.004071495,0.00034334674,0.6109663,0.0012224705,0.012240983,0.29693547],"study_design_scores_gemma":[0.0037965097,0.008335934,0.9746716,0.0002944796,0.0003274798,0.0012939596,0.0029355523,0.00030346966,0.0045393165,0.0006710735,0.002711061,0.0001195469],"about_ca_topic_score_codex":0.00017626381,"about_ca_topic_score_gemma":0.000005586282,"teacher_disagreement_score":0.9145016,"about_ca_system_score_codex":0.00008475546,"about_ca_system_score_gemma":0.000044509106,"threshold_uncertainty_score":0.581553},"labels":[],"label_agreement":null},{"id":"W2131337204","doi":"10.1002/lary.24930","title":"Admission after sleep surgery is unnecessary in patients without cardiovascular disease","year":2014,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Pacu; Body mass index; Complication; Obstructive sleep apnea; Surgery; Sleep apnea; Prospective cohort study; Incidence (geometry); Anesthesia; Internal medicine","score_opus":0.013236466675026147,"score_gpt":0.2550657375347929,"score_spread":0.24182927085976674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131337204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955962,0.0012077199,0.00009116252,0.0012132096,0.00018596432,0.0006476727,0.000012134533,0.00004291642,0.0010030608],"genre_scores_gemma":[0.9982213,0.000043081694,0.000055378427,0.0010775881,0.00018330285,0.000083895015,0.000032179327,0.000051142993,0.00025215803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975511,0.00038576016,0.00026898592,0.00041491544,0.0009197594,0.00045946654],"domain_scores_gemma":[0.9982717,0.00015100444,0.000043348457,0.0010343045,0.00012660195,0.00037303014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079981383,0.00020456806,0.0004624222,0.00017504758,0.0000770996,0.000026122767,0.00018304502,0.00007508742,0.00046571204],"category_scores_gemma":[0.00050252274,0.0001321777,0.00029935862,0.00037680488,0.00012403842,0.00014149754,0.0001896581,0.00033919423,0.00028340763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011168155,0.0001914182,0.974282,0.00012244482,0.00019136482,0.000039693852,0.0001175897,0.000007854763,0.000052651307,0.0000052213704,0.0004891695,0.023383776],"study_design_scores_gemma":[0.0015285156,0.00006559754,0.98621786,0.00014845832,0.00017016358,0.0000021304024,0.000015718815,0.0008669908,0.00043567235,0.00007872623,0.010311731,0.00015844981],"about_ca_topic_score_codex":0.000100492245,"about_ca_topic_score_gemma":0.000004144388,"teacher_disagreement_score":0.023225326,"about_ca_system_score_codex":0.000095014075,"about_ca_system_score_gemma":0.00004898954,"threshold_uncertainty_score":0.53900504},"labels":[],"label_agreement":null},{"id":"W2131357303","doi":"10.1016/j.cjca.2015.04.015","title":"Should All Congestive Heart Failure Patients Have a Routine Sleep Apnea Screening? Pro","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"","keywords":"Medicine; Heart failure; Sleep apnea; Ambulatory; Breathing; Intensive care medicine; Cardiology; Sleep disordered breathing; Polysomnography; Obstructive sleep apnea; Internal medicine; Apnea; Anesthesia","score_opus":0.10008566480231836,"score_gpt":0.3630110997422147,"score_spread":0.26292543493989634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131357303","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001051985,0.99224126,0.00050615065,0.001205905,0.0010446638,0.0017656842,0.00042295986,0.000012982065,0.0026951747],"genre_scores_gemma":[0.06363964,0.8957286,0.007356365,0.0023038597,0.025415806,0.00035577602,0.002541498,0.0013163796,0.0013420869],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99544245,0.0010067968,0.0012324577,0.0005105466,0.00067945174,0.0011283244],"domain_scores_gemma":[0.9927069,0.00024974567,0.00074583024,0.0005742781,0.0026903972,0.0030328422],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014167876,0.00063067727,0.004733161,0.0013260242,0.00009434442,0.00004783922,0.00055184565,0.0010151395,0.00007689144],"category_scores_gemma":[0.0020348623,0.0004911862,0.0012619676,0.00036005868,0.00060216204,0.00011632024,0.0000837365,0.002778987,0.00007635054],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015139556,0.0000138434525,0.024201248,0.0022603325,0.0052112034,0.0021086596,0.00015471771,0.000029743695,3.2121756e-7,0.000040588555,0.062369976,0.903458],"study_design_scores_gemma":[0.0018029774,0.0012188992,0.0010052086,0.0015753995,0.0023932604,0.0043376475,0.00010171128,0.000009333791,5.132375e-7,0.000018836834,0.9871812,0.00035504284],"about_ca_topic_score_codex":0.00046572997,"about_ca_topic_score_gemma":0.0007364004,"teacher_disagreement_score":0.9248112,"about_ca_system_score_codex":0.0014041143,"about_ca_system_score_gemma":0.0037333374,"threshold_uncertainty_score":0.99975395},"labels":[],"label_agreement":null},{"id":"W2131416048","doi":"10.1378/chest.127.5.1507","title":"Prospective Evaluation of Nocturnal Oximetry for Detection of Sleep-Related Breathing Disturbances in Patients With Chronic Heart Failure","year":2005,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto General Hospital; Mount Sinai Hospital; McGill University Health Centre; Université Laval; Queen Elizabeth II Health Sciences Centre; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; Pulse oximetry; Polysomnography; Heart failure; Obstructive sleep apnea; Cardiology; Central sleep apnea; Apnea; Periodic breathing; Internal medicine; Nocturnal; Anesthesia","score_opus":0.011780765143321166,"score_gpt":0.28858993765586416,"score_spread":0.276809172512543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131416048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969772,0.00046135843,0.0013624931,0.00019389784,0.00007612254,0.0008644397,0.0000050323324,0.0000056008253,0.00005383327],"genre_scores_gemma":[0.9973659,0.0000021076614,0.0024071368,0.0000036639221,0.00017386547,0.00001887381,0.000004565994,0.000018246503,0.0000056564536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982256,0.00008882879,0.00041507377,0.00016245722,0.0008899765,0.00021806093],"domain_scores_gemma":[0.998239,0.000061462895,0.0003076164,0.0001143495,0.0011939786,0.00008364025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007604,0.00011433753,0.0002886491,0.00029905912,0.00007045097,0.000013178875,0.00006697909,0.0000876839,0.00005934281],"category_scores_gemma":[0.0003289326,0.00008507112,0.00008516246,0.00036782562,0.0001101601,0.00027770502,0.000014043993,0.0004807163,0.000001183015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011413912,0.0003929043,0.88246554,0.00017822003,0.00022808711,0.000001010128,0.0006117238,0.00083186297,0.035603162,0.000008393065,0.000004385307,0.07853332],"study_design_scores_gemma":[0.009825818,0.0013166973,0.8694723,0.00018924447,0.0001563145,0.000062531646,0.00013618119,0.006261274,0.11237614,0.00010698616,0.000024122011,0.00007239758],"about_ca_topic_score_codex":0.00000943485,"about_ca_topic_score_gemma":0.00005045708,"teacher_disagreement_score":0.078460924,"about_ca_system_score_codex":0.0010617916,"about_ca_system_score_gemma":0.00013405326,"threshold_uncertainty_score":0.34690997},"labels":[],"label_agreement":null},{"id":"W2131583079","doi":"","title":"The psychological burden of OSAS patients is not correlated with apnea-hypopnea index","year":2012,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anxiety; Obstructive sleep apnea; Depression (economics); Polysomnography; Beck Depression Inventory; Apnea–hypopnea index; Epworth Sleepiness Scale; Hamilton Anxiety Rating Scale; Alexithymia; Hypopnea; Internal medicine; Beck Anxiety Inventory; Apnea; Physical therapy; Psychiatry","score_opus":0.025492369826628437,"score_gpt":0.3169060910341363,"score_spread":0.29141372120750786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131583079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97526574,0.00005991624,0.00021781366,0.001004347,0.00016771171,0.00053384155,0.0000067813444,0.0000380049,0.022705814],"genre_scores_gemma":[0.99776095,0.000007146745,0.00028561722,0.0002698896,0.00010066034,0.000017764367,0.000009424491,0.000021258693,0.0015272818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823576,0.00007282804,0.00026035486,0.00020979988,0.00074398465,0.0004772453],"domain_scores_gemma":[0.9986987,0.00017678477,0.000088876295,0.00046518064,0.00033913672,0.00023133802],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026434992,0.00014361946,0.00023256258,0.00006926473,0.000094626186,0.000011658571,0.00018097257,0.00013176765,0.0011237449],"category_scores_gemma":[0.00018381725,0.00006904873,0.000063793515,0.00032212565,0.0003703313,0.00008726954,0.000092800685,0.00037412785,0.00020978006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001965797,0.0006356399,0.9274042,0.00001917395,0.00022078089,0.000005172577,0.000747613,0.0000010874537,0.0010378839,0.0005681997,0.0015965545,0.06579785],"study_design_scores_gemma":[0.0045599337,0.0012862539,0.98362345,0.000017324697,0.00006795034,0.000029696348,0.0006890375,0.0008815955,0.005126191,0.00003328462,0.0035382798,0.00014700438],"about_ca_topic_score_codex":0.00007562886,"about_ca_topic_score_gemma":0.000002331573,"teacher_disagreement_score":0.06565084,"about_ca_system_score_codex":0.00004783088,"about_ca_system_score_gemma":0.000012194027,"threshold_uncertainty_score":0.99978936},"labels":[],"label_agreement":null},{"id":"W2131589128","doi":"10.1155/2013/140725","title":"The Role of Daytime Sleepiness in Psychosocial Outcomes after Treatment for Obstructive Sleep Apnea","year":2013,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Dalhousie University; Nova Scotia Health Research Foundation","keywords":"Epworth Sleepiness Scale; Obstructive sleep apnea; Excessive daytime sleepiness; Continuous positive airway pressure; Mood; Polysomnography; Beck Depression Inventory; Sleep apnea; Physical therapy; Psychosocial; Medicine; Psychology; Sleep disorder; Clinical psychology; Apnea; Psychiatry; Internal medicine; Insomnia; Anxiety","score_opus":0.008698726948113177,"score_gpt":0.28713867534653437,"score_spread":0.2784399483984212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131589128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98698604,0.0010259872,0.00031119408,0.003411219,0.00036929167,0.004053304,0.00006102786,0.000044796667,0.0037371304],"genre_scores_gemma":[0.9964793,0.000040488732,0.00056916766,0.000068133224,0.00008859997,0.0024315296,0.00003005617,0.00006281251,0.00022996706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977599,0.00009503096,0.00051018293,0.0004662941,0.00045397112,0.000714645],"domain_scores_gemma":[0.9984796,0.00041744465,0.00014423612,0.0005503292,0.00024984256,0.00015851803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016695433,0.00032863853,0.0005535189,0.00021137793,0.00014442315,0.000036610083,0.00023606808,0.0001508522,0.0002781818],"category_scores_gemma":[0.00022008084,0.0002204373,0.0003523837,0.00038770164,0.00040903402,0.00018239986,0.000073092546,0.0001893749,0.00007809294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008020867,0.00055157155,0.5376955,0.000035968715,0.0005080611,0.0000016094106,0.001286997,0.000013644674,0.000653375,0.0007693325,0.00002032418,0.45766148],"study_design_scores_gemma":[0.008685031,0.00067096495,0.95993376,0.00002024553,0.00015832938,0.0000025023314,0.0059228158,0.004291749,0.0015764498,0.014480098,0.0039135823,0.00034446202],"about_ca_topic_score_codex":0.000682504,"about_ca_topic_score_gemma":0.00063336635,"teacher_disagreement_score":0.45731702,"about_ca_system_score_codex":0.00027520346,"about_ca_system_score_gemma":0.000034838715,"threshold_uncertainty_score":0.89891726},"labels":[],"label_agreement":null},{"id":"W2131943520","doi":"10.1136/thx.2003.011205","title":"A new standardised and self-administered quality of life questionnaire specific to obstructive sleep apnoea","year":2004,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; Quality of life (healthcare); Beck Depression Inventory; Epworth Sleepiness Scale; Physical therapy; Construct validity; General Health Questionnaire; Depression (economics); Psychometrics; Clinical psychology; Mental health; Psychiatry; Polysomnography; Apnea; Anxiety","score_opus":0.034429569851202796,"score_gpt":0.3464863878079857,"score_spread":0.31205681795678286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131943520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98200005,0.00060011307,0.012180943,0.0018267775,0.0001615951,0.0008833644,0.00005036123,0.00010860372,0.0021881715],"genre_scores_gemma":[0.9753009,0.000020484144,0.024240378,0.000096871,0.0002046161,0.00001398375,0.000007756789,0.000032341828,0.000082652274],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979565,0.0001267083,0.0004512143,0.00043537118,0.000700345,0.00032984445],"domain_scores_gemma":[0.99823695,0.00006974973,0.00011837853,0.000500955,0.00033829955,0.0007356819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043479443,0.00020125917,0.0005401415,0.00019132334,0.00007411305,0.000028479324,0.00012755212,0.000106621206,0.00012662906],"category_scores_gemma":[0.00045556467,0.00018531547,0.000092109265,0.00043851355,0.00014295735,0.000105227664,0.00011980976,0.00022846046,0.000043932214],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024707085,0.0021843745,0.3153508,0.0026416706,0.0021279075,0.00031701435,0.030300241,0.000117576354,0.16787268,0.08140049,0.0010265034,0.37195364],"study_design_scores_gemma":[0.0067208163,0.0010078663,0.9645639,0.00018086901,0.000080310965,0.000035978166,0.0013091876,0.00001195222,0.020505512,0.0039959094,0.0012743202,0.0003133808],"about_ca_topic_score_codex":0.00017610814,"about_ca_topic_score_gemma":0.000033544904,"teacher_disagreement_score":0.6492131,"about_ca_system_score_codex":0.00032921595,"about_ca_system_score_gemma":0.00027562864,"threshold_uncertainty_score":0.7556945},"labels":[],"label_agreement":null},{"id":"W2131996083","doi":"10.1164/rccm.200308-1124pp","title":"Access to Diagnosis and Treatment of Patients with Suspected Sleep Apnea","year":2004,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":673,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Sleep apnea; Intensive care medicine; Apnea; MEDLINE; Sleep (system call); Pediatrics; Internal medicine","score_opus":0.02401651855034602,"score_gpt":0.34218131583092726,"score_spread":0.3181647972805812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131996083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948437,0.0016368451,0.0002693771,0.0027975163,0.000050431176,0.00027486583,0.000012227832,0.000005785468,0.000109259294],"genre_scores_gemma":[0.99850667,0.000046934932,0.0004997842,0.0007364656,0.00017869702,0.000011613221,0.0000018384861,0.00001730743,7.1308705e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985233,0.00008244333,0.00037525478,0.0001971651,0.00058923545,0.00023262878],"domain_scores_gemma":[0.9976505,0.00029985266,0.000117828284,0.00015745925,0.0011121116,0.0006622176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115115654,0.00016436382,0.00066344877,0.00029712496,0.000055339486,0.0000120209515,0.0000821554,0.000030089363,0.000051693238],"category_scores_gemma":[0.0006893897,0.0000984441,0.00004367563,0.0004170164,0.0014019655,0.00011493682,0.00003431332,0.00015768343,4.6335296e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017012317,0.00029756833,0.76609176,0.000086106455,0.00010306752,0.00023464108,0.0012775369,0.0000017498235,0.00028129856,0.00011927531,0.000007547121,0.2297982],"study_design_scores_gemma":[0.007391408,0.075236656,0.90750146,0.0002635409,0.00040333087,0.00006310112,0.0049825185,7.434569e-7,0.0030877662,0.000035802856,0.0009140681,0.00011962388],"about_ca_topic_score_codex":0.000045971843,"about_ca_topic_score_gemma":0.000012677665,"teacher_disagreement_score":0.22967857,"about_ca_system_score_codex":0.00014373944,"about_ca_system_score_gemma":0.000065394124,"threshold_uncertainty_score":0.51656},"labels":[],"label_agreement":null},{"id":"W2132628841","doi":"10.1136/thx.2004.la0085","title":"Obesity associated hypoventilation in medical patients is common, potentially dangerous and under-recognised","year":2004,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Obesity; Hypoventilation; Web of science; Internal medicine; Gastroenterology; Pediatrics; Gynecology; Respiratory system","score_opus":0.019576868260008463,"score_gpt":0.31062076513688563,"score_spread":0.29104389687687715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132628841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99609375,0.000056302582,0.0006877476,0.0016036896,0.00009932444,0.00043627684,0.000015672053,0.000042533986,0.0009647285],"genre_scores_gemma":[0.99887186,0.000015331898,0.00040703273,0.0004643622,0.00003575606,0.0000070760047,0.00010523925,0.00001971216,0.00007365488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825114,0.000099993544,0.0002630578,0.00026296653,0.00083139166,0.00029146776],"domain_scores_gemma":[0.99932235,0.00005758972,0.00006946059,0.0001696984,0.00016026225,0.00022064276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004307928,0.00012094785,0.0002642454,0.00014705553,0.00006646662,0.000020787069,0.000086245986,0.0001914276,0.00024109447],"category_scores_gemma":[0.0003724814,0.00011527571,0.000044289496,0.00030045008,0.00011280226,0.00009223579,0.00010022265,0.0003458869,0.000051145646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002701372,0.0013090605,0.8930164,0.0000475707,0.00009264093,0.000121433426,0.00041736712,0.0000047330755,0.00089202524,0.000105036575,0.000075047814,0.10364853],"study_design_scores_gemma":[0.0057260836,0.00022369927,0.99042666,0.0000949738,0.00004113146,0.00000897993,0.000057671896,0.00018393419,0.0013876968,0.0016863454,0.00005405904,0.00010879116],"about_ca_topic_score_codex":0.00033063465,"about_ca_topic_score_gemma":0.00041680792,"teacher_disagreement_score":0.103539735,"about_ca_system_score_codex":0.00030358668,"about_ca_system_score_gemma":0.00007640242,"threshold_uncertainty_score":0.4700807},"labels":[],"label_agreement":null},{"id":"W2132760151","doi":"10.1016/j.tripleo.2006.07.006","title":"Magnetic resonance imaging assessment of airway status after orthognathic surgery","year":2006,"lang":"en","type":"article","venue":"Oral Surgery Oral Medicine Oral Pathology Oral Radiology and Endodontology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Airway; Magnetic resonance imaging; Orthognathic surgery; Surgery; Hyoid bone; Radiology","score_opus":0.022660349719115964,"score_gpt":0.3092384434329261,"score_spread":0.28657809371381016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132760151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95217067,0.037116844,0.00039617709,0.0065995883,0.001632402,0.00069112994,0.000070696464,0.00016166209,0.0011608042],"genre_scores_gemma":[0.99340475,0.0010740338,0.002854706,0.0013362312,0.0003838487,0.00016983849,0.0002921275,0.00009599704,0.0003884881],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9914013,0.002410439,0.0018853346,0.0014697959,0.0006009443,0.0022321448],"domain_scores_gemma":[0.995019,0.0025746757,0.00052436884,0.00082564005,0.0004861978,0.0005701031],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035228024,0.0008380313,0.0037636028,0.0013223987,0.00022125815,0.000013228614,0.0002186254,0.00078069925,0.001557304],"category_scores_gemma":[0.0015423003,0.00067898206,0.0004920856,0.0008710048,0.005945335,0.00028259138,0.00024903653,0.001403622,0.000028051989],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017870873,0.0002637657,0.8634852,0.00016757038,0.00008166943,0.0069538136,0.00006129458,0.0000023403131,0.0040128594,0.0009486654,0.0036196166,0.11861608],"study_design_scores_gemma":[0.0030672455,0.0011730301,0.9767301,0.00014942157,0.00038723726,0.007758363,0.00014078726,0.0003019282,0.00019163512,0.0014506367,0.008102329,0.0005472966],"about_ca_topic_score_codex":0.0014263913,"about_ca_topic_score_gemma":0.0010641778,"teacher_disagreement_score":0.118068784,"about_ca_system_score_codex":0.00021027155,"about_ca_system_score_gemma":0.00036302893,"threshold_uncertainty_score":0.99956614},"labels":[],"label_agreement":null},{"id":"W2132996515","doi":"10.1016/j.pcad.2008.08.001","title":"Epidemiology, Risk Factors, and Consequences of Obstructive Sleep Apnea and Short Sleep Duration","year":2008,"lang":"en","type":"review","venue":"Progress in Cardiovascular Diseases","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":406,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Epidemiology; Disease; Apnea; Obesity; Risk factor; Diabetes mellitus; Pediatrics; Sleep (system call); Stroke (engine); Internal medicine; Physical therapy; Cardiology; Endocrinology","score_opus":0.051299694220691486,"score_gpt":0.3535523859569527,"score_spread":0.30225269173626124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132996515","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014136896,0.98243123,0.00007797063,0.000012832445,0.00014707273,0.0025506371,0.00056374253,0.00004997655,0.000029652676],"genre_scores_gemma":[0.077856235,0.9205492,0.00059906254,0.0000026041484,0.00014483674,0.0004477897,0.0003293669,0.00006941435,0.000001457892],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99447656,0.0019011279,0.0011705771,0.0011726638,0.0007153656,0.0005637021],"domain_scores_gemma":[0.99676627,0.0012589891,0.00040942646,0.0008967762,0.00026011484,0.00040841335],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00077562407,0.00069991447,0.005033845,0.0005755059,0.00013682387,0.000016893991,0.00021467631,0.00048533623,0.000011042535],"category_scores_gemma":[0.0023207841,0.00051799236,0.0016865068,0.00050996593,0.0035509423,0.000168875,0.00027679672,0.00072571274,0.0000017281369],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031640368,0.000060695544,0.42291856,0.0062442697,0.0046507604,0.00012724276,0.00004561475,0.0000014120869,3.731972e-8,0.000026988377,0.0000016014155,0.5658912],"study_design_scores_gemma":[0.0027388975,0.00065645314,0.876645,0.009051371,0.035410915,0.002794512,0.0005724552,0.00035696736,0.000044206954,0.00058567344,0.069234475,0.001909039],"about_ca_topic_score_codex":0.00010754707,"about_ca_topic_score_gemma":0.000004053453,"teacher_disagreement_score":0.5639821,"about_ca_system_score_codex":0.00018585731,"about_ca_system_score_gemma":0.00014483042,"threshold_uncertainty_score":0.9997272},"labels":[],"label_agreement":null},{"id":"W2133285255","doi":"10.1164/rccm.200112-110oc","title":"A Decision Rule for Diagnostic Testing in Obstructive Sleep Apnea","year":2003,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":191,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Confidence interval; Clinical prediction rule; Body mass index; Physical examination; Predictive value of tests; Likelihood ratios in diagnostic testing; Airway; Sleep apnea; Prospective cohort study; Physical therapy; Apnea; Pediatrics; Surgery; Internal medicine","score_opus":0.030247325134342862,"score_gpt":0.3518896331447281,"score_spread":0.32164230801038524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133285255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869052,0.0049722423,0.0062839347,0.00055308774,0.00026142667,0.00031058822,0.0000059013696,0.000008381162,0.0006992465],"genre_scores_gemma":[0.98835516,0.000011353649,0.010537714,0.00073612866,0.00031423877,0.000017067046,7.3292955e-7,0.00002583132,0.0000017670433],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978934,0.00022981298,0.00064343447,0.00026358952,0.0005719648,0.00039777666],"domain_scores_gemma":[0.98934335,0.008522435,0.0001547402,0.00017277541,0.0013003208,0.0005063552],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00092206144,0.00018443602,0.00071818515,0.00040355753,0.00009132634,0.0000125351335,0.000099664874,0.000059184174,0.00004462486],"category_scores_gemma":[0.061774675,0.00013638705,0.000084224885,0.0006126163,0.0013713497,0.00011933407,0.000025361478,0.0005278426,0.00000128415],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086169544,0.00010355946,0.2886005,0.00021620048,0.000041650088,0.00074355374,0.0009185121,0.000004927058,0.0034405224,0.0016668533,0.000025063033,0.70337695],"study_design_scores_gemma":[0.02585564,0.069291756,0.7576347,0.003184808,0.0011352736,0.0044164406,0.10808104,0.0003056249,0.0070389756,0.011647904,0.010489646,0.00091821357],"about_ca_topic_score_codex":0.000010384217,"about_ca_topic_score_gemma":0.0000034688744,"teacher_disagreement_score":0.70245874,"about_ca_system_score_codex":0.00014766966,"about_ca_system_score_gemma":0.00011677551,"threshold_uncertainty_score":0.94612837},"labels":[],"label_agreement":null},{"id":"W2133328673","doi":"10.1136/thoraxjnl-2011-201001","title":"Sleep apnoea attenuates the effects of a lifestyle intervention programme in men with visceral obesity","year":2012,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Adiponectin; Cardiorespiratory fitness; Internal medicine; Body mass index; Waist; Endocrinology; Obesity; Metabolic syndrome; Adipokine; Insulin resistance","score_opus":0.01301723445311051,"score_gpt":0.29907776438865213,"score_spread":0.28606052993554165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133328673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964593,0.00038322003,0.00019380814,0.00035830378,0.00005606742,0.0010590402,0.000001172943,0.000027087073,0.0014620065],"genre_scores_gemma":[0.999194,0.0000033700994,0.00035527395,0.000020863508,0.00010922193,0.00009254858,0.000007986117,0.000018648168,0.00019806268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875546,0.00021198418,0.00016906045,0.00013657317,0.00033187785,0.0003950264],"domain_scores_gemma":[0.99929583,0.0001690175,0.000070066824,0.00026623014,0.000085552296,0.00011329122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000700157,0.000109481385,0.00022025159,0.000093967865,0.000033422024,0.000010556641,0.00011037917,0.000050507377,0.000038145758],"category_scores_gemma":[0.00024982102,0.000063760606,0.00006503591,0.00030473992,0.00015634373,0.00011521335,0.00008381601,0.0002491015,0.000032156182],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043502412,0.00085132266,0.9361279,0.00051240646,0.00011130981,0.00001621187,0.0011305708,5.65062e-7,0.0069651054,0.00029771432,0.000034696535,0.053517178],"study_design_scores_gemma":[0.0022710015,0.00089211104,0.9618161,0.00019719152,0.000091487294,0.000029069088,0.0005606195,0.0004490791,0.033428308,0.000064965076,0.000113874,0.00008622611],"about_ca_topic_score_codex":0.00026361854,"about_ca_topic_score_gemma":0.000051006504,"teacher_disagreement_score":0.053430952,"about_ca_system_score_codex":0.00008791669,"about_ca_system_score_gemma":0.000010266606,"threshold_uncertainty_score":0.26000822},"labels":[],"label_agreement":null},{"id":"W2133544352","doi":"10.1378/chest.11-0615","title":"Obstructive Sleep Apnea","year":2011,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Continuous positive airway pressure; Obstructive sleep apnea; Natriuretic peptide; Diastole; Troponin; Prospective cohort study; Blood pressure; Heart failure; Myocardial infarction","score_opus":0.050718551163088335,"score_gpt":0.29771901465211664,"score_spread":0.24700046348902832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133544352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8994884,0.0003198763,0.004469084,0.0004035084,0.00073409703,0.00022416968,0.0000031700959,0.00005609555,0.094301604],"genre_scores_gemma":[0.9860091,0.000014469453,0.012782993,0.000108053646,0.0006509983,0.0000053299486,0.0000017539235,0.000033662323,0.00039359243],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986193,0.00005416812,0.0002581,0.00019327123,0.00044977013,0.00042537626],"domain_scores_gemma":[0.99879164,0.00003547382,0.00010331324,0.0002526232,0.0003445597,0.00047237767],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028989118,0.00014581677,0.00023736875,0.00019567735,0.0001549979,0.000031805306,0.00018408283,0.00009434013,0.0026052282],"category_scores_gemma":[0.00025401678,0.00011594494,0.00014719376,0.00022213631,0.00021380358,0.00019504812,0.0000662179,0.0008343885,0.00038365318],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015753491,0.0008790571,0.45549005,0.0002252591,0.0011722395,0.004110414,0.009147096,0.000001274255,0.04472328,0.0032741851,0.00089297176,0.4785088],"study_design_scores_gemma":[0.0027067352,0.00055315136,0.92500865,0.00003467695,0.00013992547,0.007881508,0.001900288,0.00021475187,0.052148845,0.0034743159,0.0056953505,0.0002418049],"about_ca_topic_score_codex":0.0000070472274,"about_ca_topic_score_gemma":8.9747266e-7,"teacher_disagreement_score":0.478267,"about_ca_system_score_codex":0.00017369387,"about_ca_system_score_gemma":0.000055127144,"threshold_uncertainty_score":0.9983065},"labels":[],"label_agreement":null},{"id":"W2133654155","doi":"10.1007/s11695-012-0862-2","title":"The Impact of Bariatric Surgery on Obstructive Sleep Apnea: A Systematic Review","year":2013,"lang":"en","type":"review","venue":"Obesity Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":295,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Royal Alexandra Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Biliopancreatic Diversion; Sleep apnea; Gastric bypass; Roux-en-Y anastomosis; Obesity; Surgery; Sleeve gastrectomy; Weight loss; Obesity Surgery; General surgery; Severe obesity; Internal medicine","score_opus":0.052761474274061616,"score_gpt":0.34663191604333843,"score_spread":0.2938704417692768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133654155","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002968034,0.9902957,0.0000074917275,0.000049131457,0.00064269785,0.0080161495,0.00010066703,0.0000773758,0.00051398523],"genre_scores_gemma":[0.00041052612,0.99756175,0.000015883688,0.000031090687,0.0003032955,0.001026567,0.00016384952,0.00017534045,0.00031169096],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99030936,0.002844345,0.0031441688,0.0009107648,0.0016768883,0.0011144858],"domain_scores_gemma":[0.9685138,0.024713533,0.0026528237,0.0026809447,0.0009205608,0.00051837106],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0050023864,0.0011445096,0.0121505605,0.0011435718,0.00027382944,0.00009020425,0.0006158034,0.00057278736,0.00036290326],"category_scores_gemma":[0.014058337,0.00059999386,0.007510308,0.0025017546,0.00036128666,0.00016567395,0.00026406965,0.0014462644,0.0011060813],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022327518,0.00021460438,0.00057226245,0.7901336,0.0028012171,0.000091329915,0.000008283153,8.243928e-8,1.802465e-7,0.000029127792,0.004011896,0.20211509],"study_design_scores_gemma":[0.0001721206,0.00015003012,0.0019484588,0.97227585,0.011798701,0.00076094293,0.00003095811,0.000019605563,0.0000034189538,0.000042933578,0.011804044,0.0009929322],"about_ca_topic_score_codex":0.00017517572,"about_ca_topic_score_gemma":0.0000016662992,"teacher_disagreement_score":0.20112216,"about_ca_system_score_codex":0.0012222781,"about_ca_system_score_gemma":0.0011338952,"threshold_uncertainty_score":0.9996717},"labels":[],"label_agreement":null},{"id":"W2134303469","doi":"10.1183/09031936.00064214","title":"Obstructive sleep apnoea in the elderly: role of continuous positive airway pressure treatment","year":2015,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Continuous positive airway pressure; Polysomnography; Depression (economics); Anxiety; Neurocognitive; Quality of life (healthcare); Internal medicine; Anesthesia; Physical therapy; Apnea; Obstructive sleep apnea","score_opus":0.029484537435200377,"score_gpt":0.29028940401942305,"score_spread":0.2608048665842227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134303469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9366873,0.0035575628,0.000052726016,0.00026195342,0.00016401253,0.00061564875,0.000023552195,0.000018131881,0.05861911],"genre_scores_gemma":[0.99882066,0.000012118879,0.0002101412,0.00017275069,0.0005288561,0.0000073831184,0.0000029828386,0.000049736092,0.00019535818],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9960369,0.0018815487,0.00053587655,0.00028507784,0.00084132515,0.00041928273],"domain_scores_gemma":[0.9982203,0.0001434416,0.00028449993,0.00044148733,0.0005746478,0.00033558958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016575302,0.00024066343,0.00041866256,0.00028337815,0.00011119193,0.00006210303,0.0003628544,0.00005849031,0.00008491939],"category_scores_gemma":[0.0003786469,0.00015150872,0.00017373987,0.00031780702,0.0002559808,0.00017013839,0.00007802339,0.0007319335,0.00007701286],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004441488,0.0021026281,0.2549504,0.000054744018,0.0016255825,0.0075620958,0.0325758,0.00029694996,0.050074145,0.0010136936,0.0011439131,0.64415854],"study_design_scores_gemma":[0.019892767,0.020751314,0.776495,0.0002558614,0.0005958562,0.0030713296,0.031006979,0.00018338012,0.031019112,0.00042800372,0.1157373,0.00056309596],"about_ca_topic_score_codex":0.000018516965,"about_ca_topic_score_gemma":0.000006799565,"teacher_disagreement_score":0.64359546,"about_ca_system_score_codex":0.00023551633,"about_ca_system_score_gemma":0.00015457784,"threshold_uncertainty_score":0.6178346},"labels":[],"label_agreement":null},{"id":"W2134323286","doi":"10.4187/respcare.00977","title":"Leak Profile Inspection During Nasal Continuous Positive Airway Pressure","year":2011,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Canadian Sleep & Circadian Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Leak; Continuous positive airway pressure; Obstructive sleep apnea; Anesthesia; Polysomnography; Sleep apnea; Apnea; Surgery","score_opus":0.021911830646584064,"score_gpt":0.2747875972010816,"score_spread":0.2528757665544975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134323286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94331765,0.0014041773,0.000023962184,0.00002078719,0.00020094495,0.00090900564,0.00005818197,0.00026550598,0.053799808],"genre_scores_gemma":[0.9985852,0.000002481148,0.0001440092,0.00009488577,0.00037027386,0.00007732085,0.000016212367,0.000055744145,0.00065382425],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99834996,0.00012173204,0.00022213606,0.00043592474,0.00046958774,0.00040063303],"domain_scores_gemma":[0.9986669,0.00001983869,0.00007784701,0.00040966482,0.00061416364,0.00021160359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105310566,0.00019352113,0.00028199586,0.00020210248,0.00019714684,0.00001913735,0.00012292853,0.00017048152,0.0005756222],"category_scores_gemma":[0.0001235763,0.00018032207,0.00011630454,0.0002435685,0.00016654855,0.00017155065,0.00010282559,0.00045385852,0.00022338003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00226101,0.00032634326,0.28662303,0.0009780474,0.000539256,0.00095292844,0.01360124,0.0000026639834,0.67660844,0.00052990986,0.0005691021,0.017008036],"study_design_scores_gemma":[0.0017376534,0.00071310665,0.44648322,0.000074068346,0.00008771695,0.00003759647,0.0034675708,0.0000048868237,0.54488385,0.0000043202103,0.0023281947,0.00017780905],"about_ca_topic_score_codex":0.000059786573,"about_ca_topic_score_gemma":0.00003440363,"teacher_disagreement_score":0.15986021,"about_ca_system_score_codex":0.0002540108,"about_ca_system_score_gemma":0.00009333237,"threshold_uncertainty_score":0.7353321},"labels":[],"label_agreement":null},{"id":"W2134787757","doi":"10.1164/ajrccm.162.1.9908023","title":"Accuracy of an Unattended Home CPAP Titration in the Treatment of Obstructive Sleep Apnea","year":2000,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Continuous positive airway pressure; Medicine; Obstructive sleep apnea; Sleep apnea; Anesthesia; Hypopnea; Apnea; Apnea–hypopnea index; Polysomnography","score_opus":0.023684684946557406,"score_gpt":0.3505055421078898,"score_spread":0.3268208571613324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134787757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947909,0.0031347978,0.00003910222,0.0010909203,0.00005298489,0.00020105112,0.00000952918,0.0000029814098,0.0006777352],"genre_scores_gemma":[0.99900234,0.0001267676,0.00026236018,0.00033850438,0.0002487083,0.0000052435316,0.0000029968903,0.0000111101,0.0000019831741],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99793756,0.0004124143,0.0006219318,0.00016288846,0.00066255336,0.00020264866],"domain_scores_gemma":[0.9980178,0.0007566008,0.00019164101,0.00024302577,0.0005805002,0.00021042922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041612893,0.00014623621,0.0006556734,0.00024340976,0.000040619274,0.000005361428,0.00013176889,0.00004510987,0.0002236901],"category_scores_gemma":[0.00049933087,0.000084421124,0.00008903995,0.000432333,0.001901448,0.0001508468,0.0000061408136,0.00026244973,6.60482e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019339175,0.0004576306,0.027087972,0.00011583363,0.00007918635,0.00032274547,0.008764383,0.0000040268715,0.0077879285,0.0005453575,0.000003656139,0.95289737],"study_design_scores_gemma":[0.011320646,0.12234293,0.7016797,0.00039957184,0.00084153126,0.00093375106,0.14394,0.00012578402,0.015039165,0.000950089,0.002147198,0.00027964343],"about_ca_topic_score_codex":0.00006360653,"about_ca_topic_score_gemma":0.000011171308,"teacher_disagreement_score":0.9526177,"about_ca_system_score_codex":0.000086463224,"about_ca_system_score_gemma":0.00007665149,"threshold_uncertainty_score":0.70059645},"labels":[],"label_agreement":null},{"id":"W2135157303","doi":"10.1002/lary.25036","title":"In reference to <i>Admission after sleep surgery is unnecessary in patients without cardiovascular disease</i>","year":2014,"lang":"en","type":"letter","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Biostatistics; Perioperative; Epidemiology; Medicine; Perioperative medicine; Citation; Anesthesiology; Family medicine; Library science; Classics; Surgery; History; Internal medicine; Psychiatry; Computer science","score_opus":0.02453873902312386,"score_gpt":0.2753425658572492,"score_spread":0.25080382683412533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135157303","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61417884,0.0020471767,0.000026329786,0.378079,0.0005240625,0.0030001933,0.00014722387,0.00006243137,0.0019347443],"genre_scores_gemma":[0.48267284,0.00010843783,0.000057475332,0.51370513,0.0011878354,0.00049130357,0.00041729136,0.00018581176,0.0011738836],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99437076,0.00087424705,0.0006483832,0.0010974245,0.0019777324,0.0010314754],"domain_scores_gemma":[0.9968362,0.00031566803,0.000111310874,0.0021457667,0.00021176033,0.00037930178],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010080902,0.000582466,0.0013788908,0.00069626496,0.00006213105,0.00005463119,0.0005728837,0.00059598073,0.00058234064],"category_scores_gemma":[0.00044003196,0.0004076212,0.0004372083,0.00083731266,0.00014252613,0.00016898518,0.00047646902,0.0029294975,0.0007203444],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015949636,0.00017179035,0.5846247,0.0009143953,0.00037470544,0.0015187016,0.00016140558,0.000008558518,0.000022555841,9.000684e-7,0.40735653,0.0032507782],"study_design_scores_gemma":[0.0011995088,0.000086801585,0.37572557,0.0009876761,0.00021951813,0.000006078254,0.000005568858,0.000034292952,0.000075223696,0.000040994826,0.6211872,0.0004315784],"about_ca_topic_score_codex":0.0005368214,"about_ca_topic_score_gemma":0.000020431724,"teacher_disagreement_score":0.21383066,"about_ca_system_score_codex":0.00040610076,"about_ca_system_score_gemma":0.00015354842,"threshold_uncertainty_score":0.9998376},"labels":[],"label_agreement":null},{"id":"W2135299483","doi":"10.1152/japplphysiol.00561.2007","title":"Mechanisms of breathing instability in patients with obstructive sleep apnea","year":2007,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Arousal; Anesthesia; Ventilation (architecture); Obstructive sleep apnea; Apnea; Medicine; Continuous positive airway pressure; Positive pressure; Breathing; Airway; Psychology","score_opus":0.008793841088216153,"score_gpt":0.25807714604634685,"score_spread":0.2492833049581307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135299483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99549574,0.000008503044,0.0023686448,0.000024565308,0.000096938085,0.0003362763,0.0000038081346,0.000004034869,0.0016615018],"genre_scores_gemma":[0.99203616,6.734427e-7,0.00783604,0.000048527494,0.0000534026,0.0000022057286,0.0000037288676,0.000018053903,0.0000012172277],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9983431,0.000043719734,0.0006251584,0.00019714619,0.00046525,0.0003256159],"domain_scores_gemma":[0.9984706,0.00018530576,0.0004843607,0.00022315269,0.0005046049,0.00013195741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006111546,0.00014725732,0.00062497833,0.0003407201,0.000026343652,0.0000025840236,0.00015113682,0.000125285,0.00006560608],"category_scores_gemma":[0.000074399715,0.000105458894,0.00008328395,0.00035657527,0.0002291329,0.00008531026,0.00006500184,0.00060235366,0.000003240309],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.040821813,0.0020761117,0.102626204,0.0002621465,0.0005977897,0.000072400384,0.002091998,0.00020665038,0.78572595,0.012062047,0.000003001573,0.053453907],"study_design_scores_gemma":[0.0051585026,0.0010782358,0.9349587,0.00002323645,0.000041442927,0.000019481273,0.00072788564,0.000031737774,0.049702257,0.0081693465,0.000006473507,0.00008272599],"about_ca_topic_score_codex":0.000007988297,"about_ca_topic_score_gemma":0.000003984594,"teacher_disagreement_score":0.8323325,"about_ca_system_score_codex":0.0002097972,"about_ca_system_score_gemma":0.00005172211,"threshold_uncertainty_score":0.4300489},"labels":[],"label_agreement":null},{"id":"W2135800795","doi":"10.1213/ane.0b013e318269cfd7","title":"Society for Ambulatory Anesthesia Consensus Statement on Preoperative Selection of Adult Patients with Obstructive Sleep Apnea Scheduled for Ambulatory Surgery","year":2012,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":278,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Ambulatory; Obstructive sleep apnea; Perioperative; Guideline; Intensive care medicine; Surgery; Anesthesia","score_opus":0.01752499093092792,"score_gpt":0.27332695380318883,"score_spread":0.2558019628722609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135800795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937933,0.00012126467,0.0010354798,0.0008761663,0.00005231439,0.0039752945,0.000025946461,0.00008928394,0.000030922773],"genre_scores_gemma":[0.98924005,0.000005631089,0.008777101,0.0006821809,0.00021057602,0.0006617912,0.00021106367,0.00014212674,0.000069483496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963569,0.00019732147,0.0007913519,0.0006944831,0.0009438369,0.0010160827],"domain_scores_gemma":[0.99542385,0.0008595395,0.0005429429,0.00048430593,0.0022761333,0.00041323688],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00073079386,0.0005491123,0.0009910109,0.00030770391,0.0003122768,0.000028927085,0.0001443268,0.00027448396,0.000053265772],"category_scores_gemma":[0.0002046205,0.0004532824,0.0005967292,0.0005166257,0.00042604303,0.00026056246,0.000017260065,0.00031535534,0.000012073383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008556382,0.0017809488,0.97550184,0.0008098694,0.0018581114,0.000017939372,0.001327857,0.00007939785,0.0014107296,0.0032065662,0.0015451738,0.0039052034],"study_design_scores_gemma":[0.0059427796,0.002664968,0.953642,0.00015874028,0.00075121986,0.00013311401,0.0013495046,0.0024219488,0.031578094,0.00006952716,0.000668932,0.00061915786],"about_ca_topic_score_codex":0.000038109654,"about_ca_topic_score_gemma":0.0000062495587,"teacher_disagreement_score":0.030167364,"about_ca_system_score_codex":0.00053782674,"about_ca_system_score_gemma":0.0002483171,"threshold_uncertainty_score":0.9997919},"labels":[],"label_agreement":null},{"id":"W2135853041","doi":"10.1002/ebch.1821","title":"Commentaries on ‘Nonsteroidal anti‐inflammatory drugs and tonsillectomy perioperative bleeding in paediatric tonsillectomy’","year":2012,"lang":"en","type":"article","venue":"Evidence-Based Child Health A Cochrane Review Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Tonsillectomy; Nonsteroidal; Perioperative; Cochrane collaboration; Systematic review; Intensive care medicine; MEDLINE; Anesthesia; Cochrane Library; Meta-analysis; Internal medicine","score_opus":0.03439998215165395,"score_gpt":0.3626878653697179,"score_spread":0.32828788321806396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135853041","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2589288,0.6537785,0.000038661365,0.08451145,0.00034394587,0.0019184463,0.000006744443,0.000037005426,0.0004364124],"genre_scores_gemma":[0.65945107,0.31765375,0.0005985267,0.02123473,0.00091828615,0.00006900134,0.00000848858,0.00005011512,0.00001601047],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99401313,0.0014241907,0.0013754894,0.0004737797,0.0013455411,0.0013678846],"domain_scores_gemma":[0.9957425,0.0015827361,0.00052749837,0.0004197662,0.00035821038,0.0013693062],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005599635,0.00049126794,0.0015063849,0.00085614645,0.0008839214,0.000110980334,0.00022645737,0.00012463795,0.00056396367],"category_scores_gemma":[0.0022664324,0.00038379632,0.00026557327,0.0010395444,0.00029927827,0.0007568203,0.00009919847,0.0024139064,0.000049958322],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014161626,0.0009932616,0.82344043,0.027541084,0.00026958412,0.00030728712,0.0059066447,0.000025460347,0.00027784923,0.00030461297,0.006261175,0.13325645],"study_design_scores_gemma":[0.023678906,0.0062017753,0.5510142,0.3496699,0.0007911085,0.00916646,0.0035068002,0.0007552966,0.0017038253,0.000025033898,0.05139037,0.0020963207],"about_ca_topic_score_codex":0.00005905832,"about_ca_topic_score_gemma":0.000022809478,"teacher_disagreement_score":0.40052226,"about_ca_system_score_codex":0.0011215577,"about_ca_system_score_gemma":0.0011104614,"threshold_uncertainty_score":0.9998876},"labels":[],"label_agreement":null},{"id":"W2135907512","doi":"10.1016/j.coms.2009.07.002","title":"Principles of Oral Appliance Therapy for the Management of Snoring and Sleep Disordered Breathing","year":2009,"lang":"en","type":"review","venue":"Oral and Maxillofacial Surgery Clinics of North America","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Soft palate; Genioglossus; Airway; Breathing; Tongue; Oral appliance; Anesthesia; Pharyngeal muscles; Surgery","score_opus":0.10303704422052752,"score_gpt":0.3760430162821492,"score_spread":0.2730059720616217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135907512","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006729818,0.9900193,0.00046986103,0.00007429968,0.00014246863,0.0022219948,0.0001997124,0.000014749684,0.00012775187],"genre_scores_gemma":[0.0014632043,0.995851,0.0023700786,0.000024069628,0.00002188262,0.000096952994,0.0000764947,0.00003718244,0.000059159855],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99759656,0.000057939764,0.001191956,0.00042791085,0.00039049075,0.00033512275],"domain_scores_gemma":[0.99789876,0.00039746147,0.001013855,0.0003959938,0.00018184156,0.000112097725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006039266,0.00034625983,0.0024102204,0.00016133288,0.0000902708,0.000011621442,0.0001920281,0.00012139619,0.000010853556],"category_scores_gemma":[0.00011092846,0.00022476215,0.0005962055,0.0004356476,0.0005543432,0.00006103628,0.00016114848,0.0002528227,5.231553e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003162921,0.00017636282,0.008382722,0.009575733,0.00095477724,0.000008092156,0.00003580469,0.0000021305943,3.0010628e-7,0.00007267442,0.0000017197372,0.9804734],"study_design_scores_gemma":[0.00059142883,0.00036190482,0.013287494,0.0014984738,0.0009369776,0.0000084674475,0.000056327095,0.00006151521,0.0000021433386,0.000031823725,0.9829387,0.00022476404],"about_ca_topic_score_codex":0.00012798802,"about_ca_topic_score_gemma":0.000006092247,"teacher_disagreement_score":0.982937,"about_ca_system_score_codex":0.000020376412,"about_ca_system_score_gemma":0.00007271491,"threshold_uncertainty_score":0.91655344},"labels":[],"label_agreement":null},{"id":"W2135915382","doi":"10.1378/chest.14-1949","title":"The Effect of OSA on Work Disability and Work-Related Injuries","year":2015,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Alertness; Absenteeism; Presenteeism; Neurocognitive; Obstructive sleep apnea; Excessive daytime sleepiness; Quality of life (healthcare); Occupational safety and health; Sleep deprivation; Cognition; Physical therapy; Gerontology; Psychiatry; Sleep disorder; Internal medicine; Psychology","score_opus":0.04178253148815657,"score_gpt":0.3810157197215628,"score_spread":0.3392331882334062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135915382","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012178812,0.98573,0.0000011980121,0.0002144572,0.00038892837,0.0008282276,0.00000589524,0.000012169786,0.00064028974],"genre_scores_gemma":[0.005322216,0.9939677,0.000033830147,0.0000026591142,0.0004042494,0.000024376413,0.000008940755,0.00005131814,0.00018471028],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997056,0.0009271321,0.0006979742,0.00025155835,0.00071430573,0.00035301165],"domain_scores_gemma":[0.99665064,0.0018833836,0.00044115834,0.0004958043,0.00016634799,0.0003626978],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0033095374,0.0003426309,0.0016234235,0.00009671658,0.000182207,0.000076174474,0.00026148412,0.00030467325,0.000055398563],"category_scores_gemma":[0.0021027618,0.00016089034,0.00041885045,0.0005439133,0.0012016366,0.000044109856,0.00013780371,0.0023145108,0.000038501596],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035280414,0.00003750873,0.012338567,0.0050855656,0.00046986656,0.00002463226,0.000045267985,4.8197162e-8,1.8953746e-7,0.000010408829,0.000275084,0.9813601],"study_design_scores_gemma":[0.0016719108,0.0018714359,0.0120204855,0.0221188,0.0019841508,0.00051137875,0.00003064401,3.42394e-7,0.000023529808,0.00012552112,0.9593688,0.00027295412],"about_ca_topic_score_codex":0.0000010201024,"about_ca_topic_score_gemma":3.2108397e-7,"teacher_disagreement_score":0.9810871,"about_ca_system_score_codex":0.00041355132,"about_ca_system_score_gemma":0.00014255584,"threshold_uncertainty_score":0.9999872},"labels":[],"label_agreement":null},{"id":"W2136042148","doi":"10.1016/j.jclinane.2013.02.015","title":"Cardiorespiratory complications of neuraxial opioids in patients with obstructive sleep apnea: a systematic review","year":2013,"lang":"en","type":"review","venue":"Journal of Clinical Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Cardiorespiratory fitness; Obstructive sleep apnea; Continuous positive airway pressure; Anesthesia; Systematic review; Meta-analysis; MEDLINE; Physical therapy; Internal medicine","score_opus":0.07292621776765451,"score_gpt":0.4011905164153326,"score_spread":0.3282642986476781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136042148","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029159887,0.99160993,0.000020028105,0.00013762394,0.00010496368,0.0051101074,0.000009534244,0.000007913149,0.00008393393],"genre_scores_gemma":[0.0009772107,0.9973914,0.0008181482,0.0002288257,0.00028357172,0.00016929321,0.000020065234,0.00009573426,0.000015775342],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9892063,0.00205003,0.006478982,0.0004107431,0.0015094916,0.00034444942],"domain_scores_gemma":[0.98871326,0.0018707732,0.0057990695,0.00095680176,0.002211545,0.00044855892],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002562661,0.0005048796,0.010369613,0.0005147611,0.000033766588,0.000019927911,0.00070467504,0.00042479485,0.000041066127],"category_scores_gemma":[0.0032390126,0.00028687782,0.0019077549,0.00083278335,0.0004496045,0.00017686689,0.00007089142,0.00197171,0.00005042273],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015133659,0.0008200262,0.018777467,0.7716933,0.0013902632,0.00024281758,0.00001507644,3.7816258e-7,4.2716497e-8,0.00003387853,0.00007172678,0.2068037],"study_design_scores_gemma":[0.0036937073,0.0033320228,0.109835945,0.8347814,0.013181161,0.0016434939,0.000026959475,0.000006516387,2.4935954e-7,0.00002028677,0.033005763,0.00047247877],"about_ca_topic_score_codex":0.000006169926,"about_ca_topic_score_gemma":4.882794e-7,"teacher_disagreement_score":0.20633122,"about_ca_system_score_codex":0.00020275342,"about_ca_system_score_gemma":0.00058658613,"threshold_uncertainty_score":0.99995834},"labels":[],"label_agreement":null},{"id":"W2136085080","doi":"10.1183/09031936.05.00131504","title":"Use of heated humidification during nasal CPAP titration in obstructive sleep apnoea syndrome","year":2005,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Continuous positive airway pressure; Medicine; Anesthesia; Tolerability; Placebo; Epworth Sleepiness Scale; Positive pressure; Titration; Airway; Polysomnography; Obstructive sleep apnea; Internal medicine; Apnea; Chemistry; Adverse effect","score_opus":0.054811777649802045,"score_gpt":0.2975566721476935,"score_spread":0.24274489449789144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136085080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975694,0.00021399782,0.00015826918,0.00014243754,0.00010732809,0.00029904104,0.0000054989832,0.000033978566,0.0014700589],"genre_scores_gemma":[0.99834615,0.000013928307,0.0010657251,0.000089471214,0.00031994455,0.000002838815,0.0000049755613,0.000056333647,0.000100630656],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9973476,0.000675462,0.00074868446,0.0002837996,0.0006026469,0.00034179195],"domain_scores_gemma":[0.9987216,0.000056722314,0.00028864449,0.00032614745,0.00037650502,0.00023036446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008698877,0.00017582941,0.00028495418,0.0006194708,0.00013225776,0.000064067455,0.0001616997,0.00006207015,0.0002107637],"category_scores_gemma":[0.00039082608,0.00016625514,0.00010399752,0.00044839617,0.0001395338,0.00061091373,0.000056806268,0.00079017633,0.00012471822],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056746986,0.0002287603,0.087706804,0.00005697694,0.00010105953,0.0009816615,0.0005707958,0.00060308585,0.89538944,0.00007605276,0.000030819145,0.013687099],"study_design_scores_gemma":[0.0020112775,0.00028143983,0.89783895,0.00010558427,0.000021857632,0.0010406673,0.00014284659,0.00012661457,0.097000346,0.000006822476,0.0012870462,0.00013656239],"about_ca_topic_score_codex":0.0000035694652,"about_ca_topic_score_gemma":0.0000061351734,"teacher_disagreement_score":0.81013215,"about_ca_system_score_codex":0.00040859618,"about_ca_system_score_gemma":0.00006319655,"threshold_uncertainty_score":0.67796874},"labels":[],"label_agreement":null},{"id":"W2136564716","doi":"10.1378/chest.12-0338","title":"Association Between Sleep Apnea, Sleep Duration, and Serum Lipid Profile in an Urban, Male, Working Population in Japan","year":2013,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Precursory Research for Embryonic Science and Technology; Japan Science and Technology Agency; Ministry of Health, Labour and Welfare; Ministry of Education, Culture, Sports, Science and Technology; Takeda Science Foundation; Health Sciences Centre Foundation; Teijin Pharma; Suzuken Memorial Foundation","keywords":"Medicine; Sleep (system call); Sleep apnea; Association (psychology); Duration (music); Population; Working population; Internal medicine; Pediatrics; Demography; Environmental health","score_opus":0.02330326134297054,"score_gpt":0.2824226440586927,"score_spread":0.25911938271572216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136564716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99666727,0.000080902595,0.00013271325,0.0019520965,0.00015208915,0.0005412045,0.0000025644692,0.000018483597,0.00045269885],"genre_scores_gemma":[0.99718654,0.000009116019,0.0013019792,0.000049369533,0.0010880207,0.000028890516,0.00004993312,0.000028850145,0.0002573105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979515,0.0002065346,0.00062944804,0.00025163908,0.00051690213,0.0004439511],"domain_scores_gemma":[0.99895686,0.00010712272,0.00029847393,0.000151205,0.00023593151,0.00025039606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010534484,0.00015324149,0.00030185896,0.00046596883,0.00012807442,0.00018158434,0.000097913624,0.00020123989,0.00043433055],"category_scores_gemma":[0.00047760794,0.0001458915,0.000039527135,0.00046284494,0.000030006686,0.00078576076,0.000042624233,0.00085954583,0.00004353542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002450671,0.0000646157,0.9328749,0.00003785152,0.000034631455,0.000010654863,0.0007495606,0.000009254345,0.0015433956,0.000011052191,0.00005500932,0.064584546],"study_design_scores_gemma":[0.0016493647,0.00013861508,0.9902744,0.00007137982,0.00003124371,0.00006191375,0.00049074466,0.006404587,0.0004827839,0.00016550312,0.00009483797,0.00013458551],"about_ca_topic_score_codex":0.000102662154,"about_ca_topic_score_gemma":0.00015371418,"teacher_disagreement_score":0.06444996,"about_ca_system_score_codex":0.00077982544,"about_ca_system_score_gemma":0.000025625995,"threshold_uncertainty_score":0.5949283},"labels":[],"label_agreement":null},{"id":"W2136587191","doi":"10.1164/rccm.200505-702oc","title":"Association of Sleep-disordered Breathing and the Occurrence of Stroke","year":2005,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":955,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"National Center for Research Resources; National Heart, Lung, and Blood Institute; Deutsche Forschungsgemeinschaft; National Institute on Aging; National Institutes of Health; Canadian Institutes of Health Research; U.S. Department of Veterans Affairs","keywords":"Medicine; Polysomnography; Odds ratio; Stroke (engine); Confidence interval; Sleep apnea; Obstructive sleep apnea; Breathing; Apnea; Body mass index; Apnea–hypopnea index; Internal medicine; Population; Cardiology; Anesthesia; Physical therapy","score_opus":0.01536260909429078,"score_gpt":0.32848669329506736,"score_spread":0.3131240842007766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136587191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98195875,0.008946267,0.00035362507,0.008103487,0.00006268281,0.00011041965,0.000017124406,0.0000029698779,0.00044469224],"genre_scores_gemma":[0.9987679,0.00012845652,0.00035510282,0.00051447685,0.0002208076,0.0000013315721,5.790716e-7,0.000005689597,0.00000564113],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982027,0.00028958693,0.00053555804,0.00010849019,0.000696722,0.0001669673],"domain_scores_gemma":[0.99696153,0.0013679715,0.0003403907,0.00012320242,0.0010259497,0.00018097779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012247651,0.000096964635,0.0006151839,0.00014841466,0.000051063453,0.0000048641255,0.0000862332,0.000038361966,0.000046310957],"category_scores_gemma":[0.004294171,0.000057314504,0.00007177828,0.00019767795,0.0022522947,0.00008874013,0.000035450008,0.00040567465,2.1445231e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002289427,0.00011188358,0.28929326,0.00045631043,0.00027704958,0.000044351713,0.006532159,0.0000026894518,0.0095877,0.0017128584,0.00014841337,0.6895439],"study_design_scores_gemma":[0.06938776,0.058516257,0.5546682,0.0033013863,0.006174429,0.0015996564,0.2568741,0.000848049,0.027499374,0.00096217584,0.019329842,0.0008387446],"about_ca_topic_score_codex":0.00002228974,"about_ca_topic_score_gemma":0.0000039011625,"teacher_disagreement_score":0.68870515,"about_ca_system_score_codex":0.000055905515,"about_ca_system_score_gemma":0.00005524544,"threshold_uncertainty_score":0.8298673},"labels":[],"label_agreement":null},{"id":"W2136910986","doi":"10.1542/peds.2012-0045","title":"Persistent Snoring in Preschool Children: Predictors and Behavioral and Developmental Correlates","year":2012,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; Child and Family Research Institute; Simon Fraser University","funders":"National Institute of Environmental Health Sciences","keywords":"Medicine; Socioeconomic status; Cotinine; Pediatrics; Prospective cohort study; Depression (economics); Demography; Nicotine; Population; Psychiatry; Internal medicine; Environmental health","score_opus":0.0201902817108524,"score_gpt":0.2787778190665347,"score_spread":0.2585875373556823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136910986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961211,0.0029660661,0.0000064690335,0.000037467187,0.00012563026,0.00036067484,0.0000082912275,0.000024178074,0.00035008581],"genre_scores_gemma":[0.9984552,0.00030520002,0.0008724735,0.000011640017,0.0002474377,0.000014965541,0.000014329486,0.000016933973,0.00006180123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900866,0.000022997403,0.00016008255,0.0001833821,0.00026976748,0.00035510992],"domain_scores_gemma":[0.99952394,0.00005069067,0.00002766392,0.00007346888,0.00003065375,0.0002935653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019446982,0.00011421018,0.00014695851,0.00020510587,0.000055722125,0.000018970766,0.0000389544,0.00008251838,0.000040778476],"category_scores_gemma":[0.00009827668,0.00010630952,0.000027475611,0.00019234675,0.00006712107,0.00017680843,0.00010795964,0.00029146066,0.000011457692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031673306,0.00012176737,0.99491274,0.00003553538,0.000015398376,0.000006174266,0.0012288545,4.20347e-7,0.00007877019,0.00001010917,0.000032401324,0.0035261281],"study_design_scores_gemma":[0.0010893893,0.000111314854,0.9975797,0.000007363082,0.00010408838,0.00013844266,0.0006720448,0.000069826856,0.00007926355,0.000002373789,0.000042829928,0.000103374696],"about_ca_topic_score_codex":0.000043899545,"about_ca_topic_score_gemma":0.0000044896096,"teacher_disagreement_score":0.0034227534,"about_ca_system_score_codex":0.00013552392,"about_ca_system_score_gemma":0.000024647325,"threshold_uncertainty_score":0.43351763},"labels":[],"label_agreement":null},{"id":"W2136912053","doi":"10.1097/00000542-200202000-00015","title":"Can Assessment for Obstructive Sleep Apnea Help Predict Postadenotonsillectomy Respiratory Complications?","year":2002,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":198,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital","funders":"McGill University Health Centre; McGill University","keywords":"Medicine; Odds ratio; Confidence interval; Obstructive sleep apnea; Polysomnography; Hypopnea; Apnea; Respiratory disturbance index; Sleep apnea; Tonsillectomy; Anesthesia; Internal medicine","score_opus":0.042989097145923465,"score_gpt":0.3224675821392265,"score_spread":0.279478484993303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136912053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98843855,0.0006012803,0.0008565314,0.0037298268,0.00011272097,0.0022237021,0.000054822256,0.00015797968,0.0038245763],"genre_scores_gemma":[0.99201196,0.000010664371,0.0047454517,0.002035013,0.00020900903,0.00065890496,0.00007298264,0.000055463137,0.00020054117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979024,0.00021500148,0.00038669189,0.0006060573,0.0002830471,0.0006068335],"domain_scores_gemma":[0.9979125,0.000576933,0.00012903765,0.0006710132,0.0004531089,0.0002573967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002375616,0.00024413007,0.00048196426,0.0002818657,0.00025891562,0.000017307808,0.00023920306,0.00022848739,0.00035741192],"category_scores_gemma":[0.0003121541,0.00021941535,0.00015119679,0.00029896526,0.00044773964,0.00008347707,0.000064983826,0.0003643788,0.00009047796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000623171,0.0009856264,0.8120328,0.00024772453,0.00067982374,0.00027111915,0.0008826341,0.000025118172,0.047908094,0.015130054,0.0048275497,0.11638625],"study_design_scores_gemma":[0.0026097998,0.0019052054,0.9656451,0.000014998818,0.00010777321,0.00040502026,0.0003828392,0.0032064468,0.0025044915,0.001489321,0.021464402,0.00026460644],"about_ca_topic_score_codex":0.000034370147,"about_ca_topic_score_gemma":0.000008329755,"teacher_disagreement_score":0.15361226,"about_ca_system_score_codex":0.00027768215,"about_ca_system_score_gemma":0.000060861283,"threshold_uncertainty_score":0.8947499},"labels":[],"label_agreement":null},{"id":"W2137272432","doi":"10.1164/rccm.200703-500oc","title":"Effects of Continuous Positive Airway Pressure on Early Signs of Atherosclerosis in Obstructive Sleep Apnea","year":2007,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":575,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hypertension Canada","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Pulse wave velocity; Intima-media thickness; Internal medicine; Cardiology; Blood pressure; Sleep apnea; Arterial stiffness; Stroke (engine); Pulse pressure; Myocardial infarction; Carotid arteries","score_opus":0.011194526333505246,"score_gpt":0.30208246333270655,"score_spread":0.2908879369992013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137272432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99467087,0.0031090814,0.00081251,0.00026751193,0.00013619402,0.00032917038,0.000013842002,0.00000523707,0.00065558834],"genre_scores_gemma":[0.9991179,0.000016124015,0.00027247544,0.00033948736,0.00022066994,0.0000032471273,6.510318e-7,0.000025894295,0.0000035472253],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9973085,0.00033882703,0.0008181478,0.0002483785,0.00091002113,0.0003761445],"domain_scores_gemma":[0.99525774,0.002487579,0.00036335958,0.00018983822,0.0012802207,0.00042126531],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008222267,0.0002201134,0.0011572647,0.00052436703,0.000037936814,0.0000041348712,0.00014627242,0.00009794281,0.000027929096],"category_scores_gemma":[0.0026312596,0.00016266835,0.00013696526,0.0005469185,0.0028471649,0.000095501906,0.000041298004,0.00071361015,5.571076e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0077391565,0.00056791876,0.3346302,0.001151995,0.00039468586,0.0008332515,0.009951716,0.0000036927286,0.40562105,0.001702222,0.000010661157,0.23739347],"study_design_scores_gemma":[0.0047701458,0.050704792,0.7489992,0.0012970107,0.00048384757,0.00006759974,0.015363129,0.000004042359,0.17802484,0.000058651007,0.00007402252,0.00015275305],"about_ca_topic_score_codex":0.0000696193,"about_ca_topic_score_gemma":0.0000039351576,"teacher_disagreement_score":0.414369,"about_ca_system_score_codex":0.00008115988,"about_ca_system_score_gemma":0.0000550447,"threshold_uncertainty_score":0.9998665},"labels":[],"label_agreement":null},{"id":"W2137574560","doi":"10.1161/hypertensionaha.110.154427","title":"Relationship Between Overnight Rostral Fluid Shift and Obstructive Sleep Apnea in Drug-Resistant Hypertension","year":2010,"lang":"en","type":"article","venue":"Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":208,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Cardiology; Internal medicine; Apnea; Hypopnea; Anesthesia; Extracellular fluid; Extracellular","score_opus":0.03195828504167078,"score_gpt":0.27311052036264744,"score_spread":0.24115223532097665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137574560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959914,0.00022327573,0.00003558781,0.0016363336,0.00035806,0.0006549843,0.00002728016,0.000090448935,0.0009826298],"genre_scores_gemma":[0.99762374,0.000006081067,0.0016087537,0.00017807253,0.00029832678,0.000018694538,0.00008552689,0.00006537711,0.000115417664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973346,0.00014018085,0.00048370392,0.00072792394,0.0007166805,0.00059691526],"domain_scores_gemma":[0.9979481,0.00069100084,0.00009655593,0.0006080057,0.0002518443,0.00040447735],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004594893,0.00032409388,0.0006027578,0.00042650764,0.00023603482,0.000046830715,0.00013489398,0.00033464102,0.00006131108],"category_scores_gemma":[0.0011789808,0.0002713002,0.00010830946,0.00047691987,0.0003388308,0.0002853943,0.00017821598,0.0012650652,0.00008784188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048311535,0.00012560308,0.7381233,0.000065247834,0.00003140326,0.00036276554,0.00027614902,0.0000010900651,0.25465328,0.0009794522,0.00012969068,0.0047688778],"study_design_scores_gemma":[0.0028519558,0.00016052592,0.9837158,0.0000569875,0.0001138647,0.00027215388,0.0002467485,0.00103192,0.00983553,0.0008354019,0.00059324474,0.0002858714],"about_ca_topic_score_codex":0.0003808553,"about_ca_topic_score_gemma":0.00024536013,"teacher_disagreement_score":0.24559247,"about_ca_system_score_codex":0.000107484295,"about_ca_system_score_gemma":0.000049694445,"threshold_uncertainty_score":0.9999739},"labels":[],"label_agreement":null},{"id":"W2137622581","doi":"10.1007/s11325-009-0257-3","title":"Systematic assessment of the impact of oral appliance therapy on the temporomandibular joint during treatment of obstructive sleep apnea: long-term evaluation","year":2009,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Otorhinolaryngology; Temporomandibular joint; Oral appliance; Neurology; Epworth Sleepiness Scale; Physical therapy; Tinnitus; Neurosurgery; Sleep apnea; Internal medicine; Dentistry; Apnea; Surgery; Polysomnography; Audiology","score_opus":0.037518291725971806,"score_gpt":0.35156558764296747,"score_spread":0.31404729591699565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137622581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955734,0.0010509439,0.00013778212,0.00017332619,0.000049929895,0.0027358523,0.000011909249,0.000009971998,0.0002568923],"genre_scores_gemma":[0.99962664,0.0000631642,0.00017188465,0.000008147639,0.000032652984,0.00006879637,0.0000053200033,0.000015330072,0.000008080635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978037,0.0003144326,0.0005448528,0.00026449107,0.0008440821,0.00022846396],"domain_scores_gemma":[0.99847233,0.00012917677,0.00048039382,0.00057917944,0.0002753879,0.00006354853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007222635,0.00023195267,0.00066218036,0.00011745042,0.00013304602,0.00001667143,0.00013279007,0.000071747265,0.00003346594],"category_scores_gemma":[0.00007656988,0.00010777047,0.00028813144,0.00024994166,0.00016207094,0.0000821624,0.00003177167,0.00015033197,4.969854e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010838833,0.002736056,0.4589561,0.004380456,0.0044546723,0.00003852509,0.009348438,0.0009871606,0.43832454,0.000778005,0.0000011010054,0.078911066],"study_design_scores_gemma":[0.0029323879,0.0016548403,0.91678154,0.0015582208,0.00030624904,0.000057478363,0.0003075819,0.008247252,0.067892864,0.00017362706,4.1794397e-8,0.00008789506],"about_ca_topic_score_codex":0.00011902531,"about_ca_topic_score_gemma":0.000002207698,"teacher_disagreement_score":0.45782548,"about_ca_system_score_codex":0.00042782907,"about_ca_system_score_gemma":0.000048962702,"threshold_uncertainty_score":0.4394752},"labels":[],"label_agreement":null},{"id":"W2137827200","doi":"10.1152/japplphysiol.00218.2011","title":"Changes in lung volume and upper airway using MRI during application of nasal expiratory positive airway pressure in patients with sleep-disordered breathing","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fisher and Paykel Healthcare; York University","keywords":"Medicine; Functional residual capacity; Expiration; Lung volumes; Anesthesia; Airway; Ventilation (architecture); Polysomnography; Tidal volume; Spirometry; Breathing; Lung; Respiratory system; Internal medicine; Apnea","score_opus":0.00786718067863948,"score_gpt":0.2373473087933876,"score_spread":0.22948012811474813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137827200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989227,0.00014385578,0.00018661185,0.00002642584,0.000027766913,0.00052383967,0.000005775977,0.0000040362497,0.00015898042],"genre_scores_gemma":[0.9984461,0.000010708786,0.0014133424,0.000022268641,0.00006256655,0.000013957057,0.0000042467873,0.000024240806,0.0000025681413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883366,0.000067640845,0.0003689,0.00022787704,0.00024158416,0.00026033566],"domain_scores_gemma":[0.9991467,0.00003638903,0.0003720342,0.00015291708,0.00021250788,0.00007942992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017862135,0.00015134187,0.00048872305,0.00039758158,0.00003530511,0.000003372168,0.00010096597,0.00012482562,0.000026335743],"category_scores_gemma":[0.000013181941,0.00012346148,0.000032815067,0.00021735879,0.00015689008,0.00011610863,0.00007757035,0.00042473024,5.918297e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0072412537,0.0005660362,0.5900083,0.00032224914,0.00022357023,0.000013198074,0.00495725,0.0002810829,0.3932771,0.00007283308,0.0000014406513,0.0030356466],"study_design_scores_gemma":[0.0048050215,0.00047102844,0.96230125,0.00010187144,0.00006394812,0.000012333276,0.00062536786,0.0015101379,0.02993453,0.00006621425,0.0000030703834,0.000105223044],"about_ca_topic_score_codex":0.00005041144,"about_ca_topic_score_gemma":0.000018709788,"teacher_disagreement_score":0.37229294,"about_ca_system_score_codex":0.00009894067,"about_ca_system_score_gemma":0.000033736123,"threshold_uncertainty_score":0.5034613},"labels":[],"label_agreement":null},{"id":"W2137891321","doi":"10.1007/s12630-010-9344-y","title":"Management of sleep apnea in adults - functional algorithms for the perioperative period: Continuing Professional Development","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"University of California, San Diego","keywords":"Medicine; Polysomnography; Perioperative; Obstructive sleep apnea; Sleep apnea; Intensive care medicine; Airway; Anesthesia; Apnea","score_opus":0.014068614221928987,"score_gpt":0.257190375152138,"score_spread":0.243121760930209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137891321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99142,0.00057473197,0.00018687372,0.0057775574,0.0010480729,0.00078301603,0.000007696072,0.0000037813452,0.00019831641],"genre_scores_gemma":[0.99366397,0.0000130239505,0.004774169,0.00005404075,0.00060489174,0.000040407227,0.000009780147,0.0000522204,0.0007875219],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9967495,0.00010134041,0.001112352,0.0002709067,0.00087712763,0.0008887713],"domain_scores_gemma":[0.99601144,0.00016355678,0.00055966654,0.0002446737,0.0016087501,0.0014119456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002108046,0.0003191988,0.00061453006,0.000863063,0.0005377861,0.00011162721,0.00052648043,0.0001909439,0.00044387422],"category_scores_gemma":[0.00021168718,0.00022754191,0.0002736165,0.00048039015,0.00044049576,0.0002892698,0.00002038542,0.0015392667,0.000004957818],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004831818,0.0005136648,0.07508994,0.00080936996,0.0017787479,0.54503304,0.0322045,0.0005358136,0.0011627501,0.0037565248,0.001255206,0.3330286],"study_design_scores_gemma":[0.005471423,0.0008797629,0.24669974,0.00072751695,0.0001692886,0.71374667,0.011613708,0.0009196666,0.0005639788,0.00005764541,0.018788766,0.000361826],"about_ca_topic_score_codex":0.00084755983,"about_ca_topic_score_gemma":0.009960715,"teacher_disagreement_score":0.33266678,"about_ca_system_score_codex":0.0007428133,"about_ca_system_score_gemma":0.0026768001,"threshold_uncertainty_score":0.927889},"labels":[],"label_agreement":null},{"id":"W2138241053","doi":"10.1007/s11695-011-0381-6","title":"Morbidity in Patients with or at High Risk for Obstructive Sleep Apnea after Ambulatory Laparoscopic Gastric Banding","year":2011,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Perioperative; Incidence (geometry); Ambulatory; Population; Positive airway pressure; Observational study; Surgery; Anesthesia; Internal medicine","score_opus":0.025005539595935,"score_gpt":0.24508304780066087,"score_spread":0.22007750820472588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138241053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99786556,0.000040101426,0.00023853683,0.0000106710895,0.0003944626,0.001138345,0.00014180204,0.00005338264,0.0001171313],"genre_scores_gemma":[0.9979758,0.0000062871673,0.0014205433,0.00004042367,0.00010149505,0.00018031026,0.000075363954,0.00005845615,0.00014127287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976041,0.00015330613,0.00038279404,0.00059828843,0.0005488388,0.00071269873],"domain_scores_gemma":[0.9982579,0.00051993853,0.00018939254,0.0004935397,0.00026233832,0.00027691748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044853645,0.00029461258,0.00069099315,0.00048425613,0.00014798621,0.000015926194,0.00010930659,0.00016203603,0.0008294281],"category_scores_gemma":[0.0004891569,0.00022748961,0.00014404833,0.00053756766,0.0002023185,0.000248902,0.00013453841,0.00035692798,0.000058571208],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0066863303,0.00052589434,0.989413,0.0001540088,0.00013530966,0.00009199998,0.00024551878,0.0000011273171,0.000027123297,0.00000769909,0.00007318279,0.002638764],"study_design_scores_gemma":[0.0031811208,0.00032813931,0.99345547,0.00007060705,0.00011729747,0.000007005073,0.000057751757,0.00007199808,0.0023624084,0.00005903154,0.000043413816,0.00024576377],"about_ca_topic_score_codex":0.0004860933,"about_ca_topic_score_gemma":0.0003097413,"teacher_disagreement_score":0.004042421,"about_ca_system_score_codex":0.0006035471,"about_ca_system_score_gemma":0.00007042934,"threshold_uncertainty_score":0.92767566},"labels":[],"label_agreement":null},{"id":"W2138535552","doi":"10.1016/j.jsmc.2015.05.005","title":"Overview on Sleep Bruxism for Sleep Medicine Clinicians","year":2015,"lang":"en","type":"review","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Sleep Bruxism; Medicine; Sleep (system call); Headaches; Sleep medicine; Polysomnography; Breathing; Physical medicine and rehabilitation; Physical therapy; Population; Sleep disordered breathing; Sleep disorder; Electromyography; Anesthesia; Electroencephalography; Obstructive sleep apnea; Insomnia; Psychiatry","score_opus":0.26798066818237476,"score_gpt":0.5096350795273189,"score_spread":0.24165441134494414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138535552","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008961288,0.95574623,0.0008040229,0.009624731,0.01006147,0.0111763505,0.00054283236,0.00046285667,0.011572557],"genre_scores_gemma":[0.000017353092,0.9658982,0.0011919154,0.006416187,0.017243601,0.0012148044,0.003993073,0.0009220309,0.0031028383],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98118305,0.0013603639,0.006944829,0.0034453315,0.0044639017,0.0026025076],"domain_scores_gemma":[0.97797436,0.008805856,0.0030533755,0.004655856,0.002728732,0.0027818328],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0110009555,0.0028269447,0.01462277,0.0022581723,0.00039081712,0.000043530406,0.0021254937,0.0027863528,0.0020561996],"category_scores_gemma":[0.018608399,0.001943969,0.0026801531,0.0026500844,0.0023915952,0.00019752269,0.0006180473,0.0053240256,0.0021020537],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005959941,0.0006727917,0.00003794472,0.03083122,0.0023319258,0.00033335577,0.00023461199,0.0000015349892,4.8230294e-7,0.0017076347,0.062394664,0.90085787],"study_design_scores_gemma":[0.01343874,0.011889528,0.000031433377,0.03681527,0.012548903,0.0003495772,0.00035417694,0.0005380037,4.964176e-7,0.0010772623,0.9215922,0.0013644132],"about_ca_topic_score_codex":0.000055173296,"about_ca_topic_score_gemma":0.000030400563,"teacher_disagreement_score":0.89949346,"about_ca_system_score_codex":0.0016771965,"about_ca_system_score_gemma":0.00095988327,"threshold_uncertainty_score":0.9995833},"labels":[],"label_agreement":null},{"id":"W2138577312","doi":"10.1016/j.sleep.2011.05.004","title":"Mandibular advancement appliances remain effective in lowering respiratory disturbance index for 2.5–4.5 years","year":2011,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Respiratory disturbance index; Epworth Sleepiness Scale; Medicine; Physical therapy; Obstructive sleep apnea; Sleep disorder; Sleep apnea; Quality of life (healthcare); Apnea; Pediatrics; Internal medicine; Polysomnography; Insomnia","score_opus":0.03211903213392057,"score_gpt":0.3199405079413711,"score_spread":0.2878214758074505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138577312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9393723,0.005509742,0.035714924,0.0006112451,0.0009950716,0.006381594,0.000016649426,0.00012925122,0.011269247],"genre_scores_gemma":[0.9972077,0.000043555498,0.00092877954,0.00037891656,0.0004304334,0.0008001747,0.0000147069195,0.000050816074,0.00014493965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997766,0.00006143265,0.00043700388,0.0005729332,0.00057667313,0.0005859675],"domain_scores_gemma":[0.9988764,0.00016478902,0.000118936565,0.0004751923,0.00013838272,0.00022630044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009338572,0.00024325661,0.0005559772,0.00033893876,0.000056708526,0.0000044047547,0.00019624746,0.00010841862,0.00029710677],"category_scores_gemma":[0.00034992408,0.00020620103,0.0000746414,0.00046925122,0.00037730098,0.00011555269,0.00007944603,0.00036012815,0.000027659702],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006465139,0.0007264203,0.54764426,0.0012072881,0.0003620002,0.0008711056,0.0041668434,0.000022182152,0.020529091,0.0023549171,0.00040994727,0.4152408],"study_design_scores_gemma":[0.014224061,0.0029027,0.94711214,0.00081285747,0.00011242375,0.000017994904,0.0010303935,0.00038646307,0.014800934,0.00091587374,0.017316721,0.00036742023],"about_ca_topic_score_codex":0.00006862124,"about_ca_topic_score_gemma":0.00004909984,"teacher_disagreement_score":0.41487336,"about_ca_system_score_codex":0.00037543356,"about_ca_system_score_gemma":0.000025204536,"threshold_uncertainty_score":0.8408634},"labels":[],"label_agreement":null},{"id":"W2138716526","doi":"10.1136/thoraxjnl-2015-206970","title":"Association of incident obstructive sleep apnoea with outcomes in a large cohort of US veterans","year":2015,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Institutes of Health; Office of Research and Development; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Medicine; Internal medicine; Cohort; Cohort study; Kidney disease; Renal function; Incidence (geometry)","score_opus":0.02034004598822796,"score_gpt":0.31816189133476525,"score_spread":0.2978218453465373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138716526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963423,0.00004252925,0.00023916172,0.00021689385,0.000077438985,0.0005963079,0.0000421475,0.000015211157,0.0024279838],"genre_scores_gemma":[0.99861133,0.0000026374846,0.0010295486,0.00002393437,0.000024742703,0.000024719551,0.000016989874,0.000019146772,0.0002469481],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814916,0.00013990654,0.00033709971,0.00019366197,0.00090458995,0.0002756138],"domain_scores_gemma":[0.9986898,0.0001312787,0.00022232575,0.00027067013,0.0005679857,0.0001179441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084817456,0.00011996397,0.0005222394,0.00022747637,0.000012501385,0.0000046367704,0.00010071787,0.00009456297,0.00004714584],"category_scores_gemma":[0.00063620496,0.00009376841,0.000059290436,0.00038117362,0.00006947492,0.00010266556,0.000060157927,0.00022683016,0.000010990134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058345165,0.00023780792,0.99401826,0.000054795823,0.00029789322,0.000027201839,0.0015040087,0.000014532499,0.0021027967,0.00013494212,0.000012126401,0.0010121712],"study_design_scores_gemma":[0.0036897801,0.00045976744,0.98578453,0.000040727566,0.00011080333,0.000007745575,0.00093593815,0.00026105595,0.008462225,0.00011354022,0.000052568554,0.000081295795],"about_ca_topic_score_codex":0.00055486686,"about_ca_topic_score_gemma":0.00043405785,"teacher_disagreement_score":0.0082337195,"about_ca_system_score_codex":0.00052324566,"about_ca_system_score_gemma":0.000077677316,"threshold_uncertainty_score":0.38237646},"labels":[],"label_agreement":null},{"id":"W2138829817","doi":"10.1503/cmaj.051299","title":"The effect of obesity on chronic respiratory diseases: pathophysiology and therapeutic strategies","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":412,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Université Laval","keywords":"Obesity hypoventilation syndrome; Medicine; Obesity; Obstructive sleep apnea; Asthma; COPD; Intensive care medicine; Hypoventilation; Respiratory system; Overlap syndrome; Disease; Pediatrics; Internal medicine","score_opus":0.004988682772963727,"score_gpt":0.2628418269960856,"score_spread":0.2578531442231219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138829817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924517,0.0026889697,0.000011117236,0.0036959138,0.00019965856,0.00018053017,0.000012570195,0.000006361526,0.00075312273],"genre_scores_gemma":[0.9983785,0.000076726516,0.000002133625,0.0005954327,0.00088705804,0.0000060477823,0.0000025245681,0.000008862409,0.00004267484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997965,0.0005168273,0.00023485206,0.00010881784,0.0008360355,0.00033849408],"domain_scores_gemma":[0.9983186,0.0007296747,0.00012712416,0.00010249885,0.00017218206,0.00054991595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00100156,0.000087589695,0.00020655895,0.00009746464,0.00028033686,0.00004011519,0.00010182342,0.00016935499,0.00021349029],"category_scores_gemma":[0.0008328554,0.000053557727,0.000072273586,0.00012148211,0.00018641262,0.00003465664,0.00001068173,0.0006566052,0.000014189621],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026535062,0.000060951097,0.5960906,0.000109740875,0.00035989916,0.0004695955,0.00006332633,0.00002295122,0.001719935,0.002427774,0.006264425,0.39214543],"study_design_scores_gemma":[0.0024783486,0.002221361,0.9706045,0.000070312424,0.00007679513,0.000047310878,0.0001344651,0.00030878748,0.00024981983,0.001158377,0.022561695,0.00008822305],"about_ca_topic_score_codex":0.00054260466,"about_ca_topic_score_gemma":0.004615524,"teacher_disagreement_score":0.3920572,"about_ca_system_score_codex":0.0009098326,"about_ca_system_score_gemma":0.0013701718,"threshold_uncertainty_score":0.28526592},"labels":[],"label_agreement":null},{"id":"W2139087874","doi":"10.1378/chest.10-0678","title":"Craniofacial Changes After 2 Years of Nasal Continuous Positive Airway Pressure Use in Patients With Obstructive Sleep Apnea","year":2010,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"ResMed","keywords":"Medicine; Craniofacial; Continuous positive airway pressure; Obstructive sleep apnea; Occlusion; Dentistry; Sleep apnea; Maxilla; Cephalometry; Apnea; Hypopnea; Orthodontics; Polysomnography; Anesthesia; Surgery","score_opus":0.0074262216160542755,"score_gpt":0.237254715227406,"score_spread":0.22982849361135171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139087874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99866194,0.00003350443,0.000059036884,0.00013097895,0.00036426194,0.0004855769,0.00008308677,0.000010877095,0.00017075855],"genre_scores_gemma":[0.9979194,0.0000024611295,0.0015866358,0.00004100598,0.00030713418,0.000014617736,0.000010957268,0.000042652413,0.00007513264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824136,0.00008172583,0.00027800354,0.00026141797,0.0007125565,0.00042492282],"domain_scores_gemma":[0.99848884,0.0000986196,0.00019460573,0.00023349143,0.0007192852,0.00026513488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020826871,0.0001934411,0.00041780248,0.0002982552,0.00005052095,0.000051194325,0.0001528119,0.0001768519,0.00028236627],"category_scores_gemma":[0.00033297838,0.00015950376,0.00007917458,0.0002491527,0.00037220892,0.0002938706,0.00007170481,0.001303984,0.00000960292],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032494518,0.00036875549,0.96863633,0.000048550308,0.00024667356,0.0003326339,0.0019210604,0.0000019698352,0.004997296,0.000015553971,0.000009094246,0.020172643],"study_design_scores_gemma":[0.0054159355,0.00085128564,0.98866713,0.000070545284,0.00010806731,0.00012526469,0.00027897177,0.000025599538,0.004036501,0.000018807761,0.00024377542,0.00015814227],"about_ca_topic_score_codex":0.000035978162,"about_ca_topic_score_gemma":0.000103840095,"teacher_disagreement_score":0.020030785,"about_ca_system_score_codex":0.000067033165,"about_ca_system_score_gemma":0.00005887329,"threshold_uncertainty_score":0.6504375},"labels":[],"label_agreement":null},{"id":"W2139142356","doi":"10.1164/rccm.201408-1564oc","title":"Eight Hours of Nightly Continuous Positive Airway Pressure Treatment of Obstructive Sleep Apnea Improves Glucose Metabolism in Patients with Prediabetes. A Randomized Controlled Trial","year":2015,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Heart, Lung, and Blood Institute; Diabetes Research and Training Center; Georgia Clinical and Translational Science Alliance; National Institute on Aging; National Institutes of Health; University of Chicago","keywords":"Medicine; Continuous positive airway pressure; Insulin; Prediabetes; Internal medicine; Randomized controlled trial; Obstructive sleep apnea; Anesthesia; Blood pressure; Diabetes mellitus; Insulin resistance; Sleep apnea; Confidence interval; Placebo; Endocrinology; Type 2 diabetes","score_opus":0.008342970928470885,"score_gpt":0.27614272710852655,"score_spread":0.2677997561800557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139142356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812613,0.015145779,0.00009859912,0.00025405455,0.00026742875,0.0026791901,0.000052208372,0.0000055397236,0.00023589234],"genre_scores_gemma":[0.9990376,0.000032687658,0.00037916223,0.000091997295,0.00034152667,0.000076479184,0.0000063376015,0.000029244397,0.000004946882],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99538887,0.0012523801,0.0014106309,0.00030541953,0.0012657166,0.00037695942],"domain_scores_gemma":[0.9928889,0.0018968178,0.0008832534,0.00025207407,0.0034506356,0.00062827196],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010577589,0.00035060055,0.0045030527,0.0005316717,0.000032663473,0.000008485921,0.00013430158,0.000096956916,0.000021348107],"category_scores_gemma":[0.0042170906,0.00018966703,0.00032012348,0.0004006935,0.0039195595,0.00016838449,0.000031213352,0.00036232168,1.6898237e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.92147124,0.0009143934,0.027887717,0.0000937329,0.0014555767,0.00010723796,0.0043835263,0.000002134683,0.00076862687,0.00013481063,0.0000038357966,0.042777188],"study_design_scores_gemma":[0.88133216,0.07406814,0.027798835,0.00027712688,0.0034629835,0.000016859009,0.008393863,0.000020758032,0.004377297,0.00005376021,0.00004022759,0.00015799796],"about_ca_topic_score_codex":0.000057731315,"about_ca_topic_score_gemma":0.0000029506089,"teacher_disagreement_score":0.07315374,"about_ca_system_score_codex":0.00011940238,"about_ca_system_score_gemma":0.00026676987,"threshold_uncertainty_score":0.9987912},"labels":[],"label_agreement":null},{"id":"W2139158349","doi":"10.5664/jcsm.1308","title":"Identification of Patients with Sleep Disordered Breathing: Comparing the Four-Variable Screening Tool, STOP, STOP-Bang, and Epworth Sleepiness Scales","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":292,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Case Western Reserve University; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Epworth Sleepiness Scale; Medicine; Polysomnography; Body mass index; Physical therapy; Sleep apnea; Breathing; Apnea; Internal medicine; Psychiatry","score_opus":0.09111587099155233,"score_gpt":0.3511550560662854,"score_spread":0.26003918507473306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139158349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659909,0.0005723787,0.030827431,0.0010778765,0.00046093535,0.00057201664,0.000006494201,0.000016465405,0.0004754996],"genre_scores_gemma":[0.99457127,0.0000795598,0.0045141666,0.0001676693,0.0005651907,0.000006289177,0.000011934581,0.000041055137,0.000042849908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99465054,0.0004041145,0.0026492209,0.00036003647,0.0015441614,0.0003919275],"domain_scores_gemma":[0.99409443,0.0012068371,0.002044368,0.0005647135,0.0017025444,0.00038707646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004851706,0.00027605597,0.0013884255,0.00027210359,0.0001734712,0.000022552455,0.0004371646,0.00017080901,0.00015558072],"category_scores_gemma":[0.004273245,0.00015125591,0.0001788256,0.00053792796,0.0010971249,0.00037488446,0.00015167236,0.0011395642,0.0000024163899],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033892475,0.00061925774,0.9272204,0.0001435553,0.0006232778,0.000040000217,0.00070957013,0.00003442296,0.00016031272,0.00029564393,0.000056662215,0.06670767],"study_design_scores_gemma":[0.010942238,0.0021968933,0.98070973,0.00051834696,0.00075700507,0.00009460786,0.00074528955,0.003248442,0.00013326421,0.0002696927,0.0002311437,0.00015336167],"about_ca_topic_score_codex":0.00006891239,"about_ca_topic_score_gemma":0.0000139834065,"teacher_disagreement_score":0.066554315,"about_ca_system_score_codex":0.000045510245,"about_ca_system_score_gemma":0.000055348817,"threshold_uncertainty_score":0.6168037},"labels":[],"label_agreement":null},{"id":"W2139383386","doi":"10.1113/expphysiol.2013.073072","title":"Consecutive transcranial magnetic stimulation twitches reduce flow limitation during sleep in apnoeic patients","year":2013,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Transcranial magnetic stimulation; Medicine; Anesthesia; Non-rapid eye movement sleep; Sleep (system call); Airflow; Stimulation; Electroencephalography; Internal medicine","score_opus":0.014850835709399761,"score_gpt":0.2845051936196662,"score_spread":0.26965435791026643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139383386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978814,0.00014232597,0.000010244624,0.000109654306,0.00015015247,0.0011752067,0.0000050363606,0.000036151097,0.000489802],"genre_scores_gemma":[0.99884117,0.0000020879845,0.00056113227,0.000068875175,0.00010332083,0.00021826799,0.00012689654,0.000027155162,0.000051109466],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986524,0.0001313267,0.00027353255,0.0003754247,0.00021953565,0.00034780198],"domain_scores_gemma":[0.99950534,0.00006977942,0.000049644303,0.00016935449,0.00010275665,0.000103118335],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036577287,0.00017356555,0.000265774,0.00017620779,0.00006265494,0.000011314307,0.000074403935,0.000105844105,0.0009172087],"category_scores_gemma":[0.000047769052,0.00016785492,0.000064199194,0.00017879209,0.00019139043,0.00019102554,0.000041116837,0.00020318279,0.0003797916],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006575071,0.0006441376,0.0077984063,0.000026958025,0.000023769151,0.0000045918378,0.0024644195,0.00009521297,0.9863956,0.000019901761,0.000018689656,0.0018507929],"study_design_scores_gemma":[0.004826918,0.0008110485,0.7869664,0.000016022444,0.000008291517,0.0000037782115,0.0010701873,0.004968068,0.20107807,0.00012424309,0.0000030536053,0.00012393543],"about_ca_topic_score_codex":0.00010858977,"about_ca_topic_score_gemma":0.000002998294,"teacher_disagreement_score":0.78531754,"about_ca_system_score_codex":0.00024640947,"about_ca_system_score_gemma":0.00001558692,"threshold_uncertainty_score":0.99999607},"labels":[],"label_agreement":null},{"id":"W2139632946","doi":"10.1109/embc.2013.6610559","title":"Statistical analysis of tracheal breath sounds during wakefulness for screening obstructive sleep apnea","year":2013,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Supine position; Polysomnography; Obstructive sleep apnea; Wakefulness; Medicine; Sitting; Breathing; Apnea; Sleep apnea; Audiology; Anesthesia; Physical medicine and rehabilitation; Electroencephalography; Pathology","score_opus":0.023240642046934438,"score_gpt":0.3119837484022834,"score_spread":0.28874310635534894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139632946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6782283,0.000015444393,0.31923318,0.00013890449,0.000034136745,0.00067244895,0.00010563345,0.0000414796,0.0015304753],"genre_scores_gemma":[0.953807,3.830309e-7,0.045417745,0.000023838074,0.00008638684,0.0001834504,0.0001319971,0.000035621397,0.0003135746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780875,0.000063832245,0.0004937137,0.00046964557,0.00060108426,0.00056295877],"domain_scores_gemma":[0.99796367,0.0005567269,0.00010952139,0.00039259018,0.0006586756,0.00031881407],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023547262,0.00021096201,0.0007418009,0.0006289313,0.00012507255,0.000036084224,0.00014697504,0.00012278523,0.0023689684],"category_scores_gemma":[0.00037206587,0.00017499675,0.0002862864,0.00094359816,0.00027246156,0.0001972243,0.00007724824,0.00024127067,0.00001696088],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001708034,0.0006321715,0.6451673,0.0007212595,0.013398223,0.000042716754,0.0013286681,0.00040788518,0.040478222,0.012164671,0.000052361764,0.2838985],"study_design_scores_gemma":[0.0021877452,0.0002162682,0.8791881,0.0000076269725,0.0016682232,0.00002008941,0.0016732713,0.098623715,0.015825834,0.00040349487,0.000008547504,0.00017704973],"about_ca_topic_score_codex":0.0004608268,"about_ca_topic_score_gemma":0.00003373237,"teacher_disagreement_score":0.28372148,"about_ca_system_score_codex":0.000120989454,"about_ca_system_score_gemma":0.000019583062,"threshold_uncertainty_score":0.998543},"labels":[],"label_agreement":null},{"id":"W2139896381","doi":"10.1016/s0954-6111(03)00133-1","title":"Neck and abdominal muscle activity during a sniff","year":2003,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Kitasato University","keywords":"Medicine; Supine position; Diaphragm (acoustics); Respiratory system; Diaphragmatic breathing; Anatomy; Anesthesia; Pathology","score_opus":0.03678448961815522,"score_gpt":0.3251331974321041,"score_spread":0.2883487078139489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139896381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847361,0.0012099285,0.00006303324,0.0006768324,0.00014068311,0.0004211249,0.0000017573094,0.00006312851,0.012687404],"genre_scores_gemma":[0.9986349,0.000028431727,0.00019591063,0.00038546647,0.0003707366,0.000023459766,8.418373e-7,0.000036284513,0.00032402246],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99808764,0.00017008884,0.00024603424,0.00043684026,0.00061152235,0.00044789072],"domain_scores_gemma":[0.998754,0.00011904662,0.000073168485,0.00043811047,0.00013848492,0.00047714112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006058495,0.00020935282,0.00043444597,0.00025823386,0.00015117983,0.0000101133455,0.00007538949,0.00010967337,0.0007781019],"category_scores_gemma":[0.0012038676,0.00016546005,0.000050005732,0.000344755,0.00046169406,0.000120682584,0.000052307212,0.00045109537,0.000044539676],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058574235,0.00018845013,0.07807251,0.00046070755,0.00009479922,0.0007036541,0.0004484998,5.5329303e-7,0.8813675,0.0005586757,0.0003825103,0.037136413],"study_design_scores_gemma":[0.009584517,0.0011126285,0.8844365,0.00020967319,0.00009021638,0.0003134743,0.0005220302,0.00006188636,0.07232345,0.000089914494,0.031016093,0.00023962415],"about_ca_topic_score_codex":0.000021599337,"about_ca_topic_score_gemma":0.000006865128,"teacher_disagreement_score":0.80904406,"about_ca_system_score_codex":0.00014941978,"about_ca_system_score_gemma":0.00007474173,"threshold_uncertainty_score":0.85196704},"labels":[],"label_agreement":null},{"id":"W2140421818","doi":"10.1136/thx.2003.007203","title":"Sleep {middle dot} 8: Paediatric obstructive sleep apnoea","year":2005,"lang":"en","type":"review","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Sleep (system call); Pediatrics; Intensive care medicine; Physical therapy","score_opus":0.07163022676984387,"score_gpt":0.36789926587098565,"score_spread":0.2962690391011418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140421818","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000054612767,0.97313243,0.000133534,0.00009540739,0.0010126104,0.0030909714,0.00019616661,0.00030142197,0.021982817],"genre_scores_gemma":[0.00016510408,0.988841,0.0027415783,0.000070490896,0.0045793387,0.000402234,0.00045995205,0.0003612773,0.0023790484],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99375385,0.0005492767,0.0012851361,0.001461713,0.0015382873,0.0014117375],"domain_scores_gemma":[0.9957681,0.0005981693,0.00059811433,0.0017689834,0.0004498367,0.00081679795],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00073660957,0.0011875816,0.0038155937,0.0013153373,0.00020920482,0.00009374827,0.000846924,0.0010782398,0.0022903648],"category_scores_gemma":[0.0006148285,0.000959942,0.0014785071,0.0022249757,0.00038644535,0.00021963562,0.00056149554,0.0025619192,0.005613923],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005596389,0.00017604594,0.000052072,0.010258771,0.0008132101,0.00027769766,0.000089452056,9.407872e-7,0.000001950074,0.00043761058,0.00027886694,0.9875574],"study_design_scores_gemma":[0.0008966315,0.00022110234,0.00012092365,0.0019668904,0.0036400165,0.0006215087,0.00008234423,0.00006475572,0.000008029616,0.000119750664,0.9913972,0.0008608455],"about_ca_topic_score_codex":0.00002480521,"about_ca_topic_score_gemma":0.0000062941162,"teacher_disagreement_score":0.9911183,"about_ca_system_score_codex":0.0013676492,"about_ca_system_score_gemma":0.00029525984,"threshold_uncertainty_score":0.9997392},"labels":[],"label_agreement":null},{"id":"W2140534142","doi":"10.1111/coa.12393","title":"Risks of peripheral arterial occlusive disease in patients with obstructive sleep apnoea: a population‐based case–control study","year":2015,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Buddhist Compassion Relief Tzu Chi Foundation; Buddhist Tzu Chi Medical Foundation","keywords":"Medicine; Diabetes mellitus; Odds ratio; Internal medicine; Logistic regression; Population; Cardiology; Environmental health; Endocrinology","score_opus":0.05782299303162168,"score_gpt":0.38499389340453966,"score_spread":0.32717090037291796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140534142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99571526,0.000022010541,0.0003145136,0.00016673062,0.0004690619,0.0030850682,0.00013847672,0.00003058177,0.000058306567],"genre_scores_gemma":[0.9987875,1.583075e-7,0.00058451697,0.00018558017,0.0002183498,0.00011018098,0.00006890446,0.000039318515,0.000005490851],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99600804,0.001273357,0.001036497,0.0006667091,0.0005662443,0.00044914425],"domain_scores_gemma":[0.9970025,0.0006330521,0.00032994917,0.00063556986,0.0007352041,0.0006637426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007657483,0.00026501308,0.0010507106,0.000261097,0.0000533024,0.000010475183,0.00017514688,0.00021594732,0.00015470438],"category_scores_gemma":[0.0029019096,0.00021018775,0.00016351936,0.00038223286,0.00044369922,0.00013541241,0.00011181797,0.0006322777,0.000013943201],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026423857,0.0037273131,0.9649071,0.00002761263,0.00030569988,0.0025945965,0.0002310386,0.00022268774,0.0000029354637,0.00002664273,0.0000042973256,0.0015262129],"study_design_scores_gemma":[0.046102438,0.0061581214,0.9433778,0.000018880528,0.0003216357,0.000029958665,0.00024714958,0.0034708264,0.0000018600446,0.00008887851,0.000005057435,0.00017738606],"about_ca_topic_score_codex":0.00048663956,"about_ca_topic_score_gemma":0.00029705357,"teacher_disagreement_score":0.021529298,"about_ca_system_score_codex":0.00024539122,"about_ca_system_score_gemma":0.00022213825,"threshold_uncertainty_score":0.85712075},"labels":[],"label_agreement":null},{"id":"W2140650299","doi":"10.1183/09031936.00007415","title":"Human intermittent hypoxia-induced respiratory plasticity is not caused by inflammation","year":2015,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; Libin Cardiovascular Institute of Alberta; Hotchkiss Brain Institute; University of Calgary","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada; Alberta Innovates; Health Research Board; Natural Sciences and Engineering Research Council of Canada; Hotchkiss Brain Institute, University of Calgary; Faculty of Veterinary Medicine, University of Calgary","keywords":"Intermittent hypoxia; Hypoxia (environmental); Medicine; Inflammation; Respiratory system; Anesthesia; Cyclooxygenase; Hypercapnia; Internal medicine; Endocrinology; Biology; Chemistry; Obstructive sleep apnea","score_opus":0.10264307646721998,"score_gpt":0.33609518709074876,"score_spread":0.23345211062352877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140650299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850325,0.0001567652,0.00032800518,0.0005230609,0.00043865872,0.00037624285,0.000016229467,0.00011179941,0.013016734],"genre_scores_gemma":[0.9944318,0.000001573482,0.00006849884,0.00293003,0.0019211788,0.0000057595335,0.0000045933198,0.00012958911,0.00050700066],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9949703,0.0013177152,0.0010027097,0.00050181244,0.001557294,0.0006501639],"domain_scores_gemma":[0.99648464,0.00006629863,0.00047241352,0.000522079,0.0011805877,0.0012739728],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002637024,0.00036843398,0.00043615187,0.00050106226,0.0003888249,0.00022708098,0.00045551712,0.00011786415,0.0003652086],"category_scores_gemma":[0.0013555917,0.000326425,0.00017854616,0.00037628046,0.00020186078,0.0004150573,0.0002510433,0.0016191683,0.0010414398],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034509585,0.00016522326,0.0068912627,0.000035264664,0.00018743705,0.0015675139,0.00079700124,0.000006773832,0.923323,0.000040317038,0.04006625,0.026574895],"study_design_scores_gemma":[0.016335707,0.005137221,0.3110345,0.0002368132,0.00025521038,0.00050186896,0.0009749093,0.00015099798,0.33912492,0.00004568281,0.3252239,0.0009782881],"about_ca_topic_score_codex":0.000003416338,"about_ca_topic_score_gemma":0.0000028831437,"teacher_disagreement_score":0.58419806,"about_ca_system_score_codex":0.0006817181,"about_ca_system_score_gemma":0.00028036087,"threshold_uncertainty_score":0.99991876},"labels":[],"label_agreement":null},{"id":"W2140724056","doi":"10.1183/13993003/erj.42.suppl_57.p4028","title":"Is frequent nocturnal sweating a symptom of obstructive sleep apnea?","year":2013,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Cohort; Nocturnal; Population; Obstructive sleep apnea; Pediatrics; Sleep apnea; Apnea; Cohort study; Positive airway pressure; Continuous positive airway pressure; Internal medicine; Physical therapy","score_opus":0.032168287563758585,"score_gpt":0.2953647362621371,"score_spread":0.26319644869837855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140724056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9575483,0.0006319028,0.00082569924,0.00032705136,0.00035217527,0.00039796403,0.000009004085,0.000040692124,0.039867178],"genre_scores_gemma":[0.9944851,0.000007856976,0.0029678324,0.0010786972,0.0010400623,0.0000056144604,0.0000014560388,0.00009966079,0.00031374075],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99624187,0.00069836143,0.00095284526,0.00037620048,0.0011157161,0.0006150246],"domain_scores_gemma":[0.9969996,0.000116473326,0.00056033186,0.0005050838,0.0011439087,0.0006745823],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011131357,0.00029964856,0.0004727453,0.00046666025,0.0002723534,0.00013589204,0.0004114922,0.000073811636,0.0034383498],"category_scores_gemma":[0.00053864386,0.00024069718,0.00032422796,0.00037264367,0.00033102444,0.00040219104,0.00019253074,0.0013477796,0.00076248136],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031795556,0.00034998325,0.24875826,0.00019335111,0.0011330579,0.0014381099,0.004402199,0.00004415301,0.42556193,0.00024220193,0.0035590252,0.31399977],"study_design_scores_gemma":[0.004953147,0.001377986,0.9367386,0.0002969093,0.00016501438,0.0023189406,0.0023075538,0.0005504563,0.04113723,0.000309572,0.00938238,0.00046217145],"about_ca_topic_score_codex":0.000013671663,"about_ca_topic_score_gemma":4.6032417e-7,"teacher_disagreement_score":0.6879804,"about_ca_system_score_codex":0.00024703,"about_ca_system_score_gemma":0.000103862374,"threshold_uncertainty_score":0.99747264},"labels":[],"label_agreement":null},{"id":"W2140766784","doi":"10.1152/ajpregu.00432.2010","title":"Ventilatory restraint of sympathetic activity during chemoreflex stress","year":2010,"lang":"en","type":"article","venue":"American Journal of Physiology-Regulatory, Integrative and Comparative Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Health Research Board","keywords":"Ventilation (architecture); Medicine; Anesthesia; Expiration; Heart rate; Sympathetic nervous system; Apnea; Respiratory system; Cardiology; Internal medicine; Blood pressure","score_opus":0.02099348502251133,"score_gpt":0.3203030727379526,"score_spread":0.2993095877154413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140766784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99889123,0.00012194669,0.000027854581,0.00013952015,0.00023815903,0.00027439182,0.000028540177,0.0000142702465,0.00026407465],"genre_scores_gemma":[0.9988363,0.000026589107,0.0007287867,0.00004061304,0.0002919345,0.000014817443,0.000006705369,0.000023837643,0.00003042402],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9976272,0.000406442,0.0006594212,0.0004850899,0.00035976522,0.00046211085],"domain_scores_gemma":[0.9968004,0.00027605807,0.0012005703,0.00048159517,0.00094020384,0.00030117543],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002756641,0.00041878285,0.0017754236,0.00035438893,0.00012728712,0.000008413337,0.00032196092,0.00013399853,0.00015280813],"category_scores_gemma":[0.00008773841,0.00029756458,0.00037452963,0.00035012615,0.005258493,0.00018249493,0.00014246903,0.0014819541,0.000006476706],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025535633,0.0005792644,0.005792739,0.00007696968,0.0006779033,0.00000995457,0.0016508618,0.000022681621,0.98471004,0.0014097911,0.000018371105,0.0024978414],"study_design_scores_gemma":[0.000911885,0.002134024,0.53392553,0.00006896428,0.000071784234,0.000090327834,0.0025942884,0.00009674015,0.45943573,0.0005101565,0.000022096214,0.00013849058],"about_ca_topic_score_codex":0.000038389622,"about_ca_topic_score_gemma":0.000018010944,"teacher_disagreement_score":0.5281328,"about_ca_system_score_codex":0.000089913345,"about_ca_system_score_gemma":0.00019307008,"threshold_uncertainty_score":0.99994767},"labels":[],"label_agreement":null},{"id":"W2140916288","doi":"10.1016/s0003-9969(00)00044-3","title":"Sleep bruxism in patients with sleep-disordered breathing","year":2000,"lang":"en","type":"article","venue":"Archives of Oral Biology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":189,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Australian Government","keywords":"Sleep Bruxism; Medicine; Polysomnography; Electromyography; Sleep (system call); Sleep study; Breathing; Masseter muscle; Body mass index; Anesthesia; Apnea; Physical therapy; Internal medicine; Physical medicine and rehabilitation; Dentistry","score_opus":0.009176855375384985,"score_gpt":0.26553470072667323,"score_spread":0.25635784535128825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140916288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899161,0.00008430665,0.00011848738,0.00042092564,0.000027747175,0.00038918632,0.000022762655,0.000021818892,0.0089986855],"genre_scores_gemma":[0.99384594,0.000013364449,0.0058236388,0.00008077323,0.000016992084,0.000011110597,0.000097762895,0.00001860015,0.000091790855],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879813,0.00012692377,0.00025030616,0.00030787312,0.00013272295,0.00038402595],"domain_scores_gemma":[0.99941885,0.00012638705,0.000050731145,0.00027487066,0.000032797125,0.00009638741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007253338,0.00014267869,0.0003631905,0.00024095658,0.000032296055,0.000003354726,0.00015295992,0.00006906725,0.00047230802],"category_scores_gemma":[0.000054352655,0.00010551593,0.000057109926,0.00019364837,0.00044492263,0.00005457366,0.00006239293,0.0002558758,0.000032802895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013748078,0.0002452987,0.61905223,0.000019703266,0.00006236403,0.0000096276835,0.00032054435,0.000008638548,0.0015038537,0.00024378892,0.0000023224165,0.37715685],"study_design_scores_gemma":[0.005847397,0.0016283002,0.9892405,0.000029395993,0.000020058103,0.000008026357,0.00004404714,0.000547822,0.0007509462,0.0011760683,0.0005858958,0.00012151798],"about_ca_topic_score_codex":0.00029457203,"about_ca_topic_score_gemma":0.000043455395,"teacher_disagreement_score":0.37703532,"about_ca_system_score_codex":0.000017636823,"about_ca_system_score_gemma":0.000015022368,"threshold_uncertainty_score":0.51714414},"labels":[],"label_agreement":null},{"id":"W2141150043","doi":"10.1016/j.jclinane.2006.08.006","title":"Preoperative identification of sleep apnea risk in elective surgical patients, using the Berlin questionnaire","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Sleep apnea; Apnea; Anesthesia; Elective surgery; Identification (biology)","score_opus":0.03390178669670776,"score_gpt":0.3937380579247359,"score_spread":0.35983627122802814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141150043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962475,0.00023113519,0.0023258522,0.00064951956,0.00011199325,0.00037853682,0.0000010344379,0.0000042687802,0.000050207902],"genre_scores_gemma":[0.99879676,0.00004706437,0.0007051917,0.0000479967,0.00036512493,0.000001527866,0.0000014986391,0.000015902897,0.000018922903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954888,0.0009055624,0.002346111,0.00019448764,0.0008222764,0.00024271535],"domain_scores_gemma":[0.9952325,0.0013716931,0.0014573656,0.00023321065,0.0015283098,0.00017689087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007841135,0.00013047457,0.000625958,0.00022283866,0.000071899245,0.000016522079,0.00020382111,0.00018254489,0.00002089074],"category_scores_gemma":[0.0038046532,0.000079583275,0.0003138103,0.00052031333,0.00038294544,0.00019087218,0.000025214027,0.0011347778,0.000004788301],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002443101,0.0010076327,0.95667994,0.000019993578,0.00011432973,0.00025511204,0.00039609722,0.00009378918,0.00019643168,0.0001540051,0.0000064741175,0.038633086],"study_design_scores_gemma":[0.0028948362,0.0010610492,0.98931074,0.00009681015,0.00014051484,0.00039443263,0.00029241282,0.0028046453,0.0025577075,0.00027596374,0.000097452525,0.00007345811],"about_ca_topic_score_codex":0.000039959556,"about_ca_topic_score_gemma":0.000015638367,"teacher_disagreement_score":0.038559627,"about_ca_system_score_codex":0.00013804887,"about_ca_system_score_gemma":0.00013464162,"threshold_uncertainty_score":0.49301082},"labels":[],"label_agreement":null},{"id":"W2141485338","doi":"10.1093/eurheartj/ehv084","title":"Sleep apnoea in acute heart failure: fluid in flux","year":2015,"lang":"en","type":"letter","venue":"European Heart Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Heart failure; Hazard ratio; Ejection fraction; Confidence interval; Internal medicine; Cardiology; Prospective cohort study; Sleep study; Polysomnography; Apnea","score_opus":0.04635453334602273,"score_gpt":0.32374666722244466,"score_spread":0.2773921338764219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141485338","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053585444,0.0011141392,0.0000416073,0.9241747,0.0022246812,0.0010188922,0.00004440977,0.00009498336,0.017701095],"genre_scores_gemma":[0.108202055,0.00013176356,0.011650991,0.8044396,0.056184296,0.00004182281,0.0006612072,0.0015508856,0.01713736],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99306345,0.0020337147,0.0010497969,0.00074462633,0.0016749966,0.0014333925],"domain_scores_gemma":[0.99776715,0.0002077885,0.0001912878,0.00082682964,0.0004103783,0.0005965538],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0031504624,0.0005880662,0.0011883121,0.0017535514,0.00010567833,0.00021157168,0.0005497778,0.00045227798,0.0012277542],"category_scores_gemma":[0.0006674531,0.0005385139,0.00037997874,0.00081806624,0.00020939502,0.0002741072,0.00033329285,0.0120680565,0.0036002418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015818971,0.00008959166,0.022671316,0.000095044496,0.00014413563,0.0351849,0.00021791727,0.000007535323,0.0023607635,0.0000013808506,0.93806404,0.0010052026],"study_design_scores_gemma":[0.0034211264,0.00050415983,0.0487285,0.00045400593,0.00007275328,0.017074617,0.000049684408,0.00009418142,0.00015196545,0.000026020516,0.9289931,0.00042989381],"about_ca_topic_score_codex":0.00001593566,"about_ca_topic_score_gemma":0.000014619801,"teacher_disagreement_score":0.11973513,"about_ca_system_score_codex":0.0009888785,"about_ca_system_score_gemma":0.00025872627,"threshold_uncertainty_score":0.9997066},"labels":[],"label_agreement":null},{"id":"W2141625361","doi":"10.1016/j.smrv.2013.01.003","title":"Untreated obstructive sleep apnea and the risk for serious long-term adverse outcomes: A systematic review","year":2013,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":277,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Depression (economics); Stroke (engine); Sleep apnea; Internal medicine; Diabetes mellitus; Body mass index; Apnea–hypopnea index; Type 2 diabetes; Physical therapy; Apnea; Polysomnography; Endocrinology","score_opus":0.0476472044753677,"score_gpt":0.3712507536215485,"score_spread":0.32360354914618084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141625361","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000058461756,0.9060801,0.00042894768,0.00079476595,0.00064522907,0.09142585,0.00013355787,0.00012357411,0.00036208425],"genre_scores_gemma":[0.0000029002133,0.9732566,0.00040914718,0.0009176102,0.00060070143,0.022885825,0.00058966357,0.00031256984,0.0010249795],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98555183,0.004393581,0.0055664307,0.00177662,0.0014124289,0.0012991208],"domain_scores_gemma":[0.9857284,0.0042753704,0.0046409396,0.0035598315,0.0008966031,0.0008988706],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0068898895,0.0022418215,0.023179194,0.00063983555,0.0004077547,0.000053045012,0.0011702754,0.000632541,0.00057545275],"category_scores_gemma":[0.01952434,0.00096718565,0.003270485,0.0015429257,0.0017174594,0.00021371334,0.00043054338,0.0020270485,0.000777383],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035869034,0.00004561575,0.00008108041,0.5605265,0.0025427933,0.000036191163,0.00009061431,8.8798915e-9,6.2394605e-8,0.00006553034,0.00033377795,0.43624195],"study_design_scores_gemma":[0.0062666656,0.0004305917,0.00008374872,0.6903645,0.094726,0.0011566668,0.000079641955,0.000041806663,1.1424353e-7,0.000036448484,0.20603172,0.00078207866],"about_ca_topic_score_codex":0.00009145301,"about_ca_topic_score_gemma":0.000019574687,"teacher_disagreement_score":0.43545988,"about_ca_system_score_codex":0.00068703806,"about_ca_system_score_gemma":0.00014430178,"threshold_uncertainty_score":0.9992779},"labels":[],"label_agreement":null},{"id":"W2141780012","doi":"10.1155/2013/839582","title":"Patients with Obstructive Sleep Apnea Display Increased Carotid Intima Media: A Meta-Analysis","year":2013,"lang":"en","type":"review","venue":"International Journal of Vascular Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Confidence interval; Meta-analysis; Internal medicine; Sleep apnea; Intima-media thickness; Cardiology; Coronary artery disease; Cochrane Library; Population; Carotid arteries","score_opus":0.045266667462398956,"score_gpt":0.34457830830136654,"score_spread":0.2993116408389676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141780012","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007517809,0.9932833,0.0023693095,0.000417841,0.0009777655,0.0016243926,0.00018532605,0.0000227938,0.00036750137],"genre_scores_gemma":[0.008497438,0.98074734,0.0048457147,0.00029423085,0.0031746503,0.00024380784,0.0017899193,0.00028002326,0.00012689529],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9896041,0.00070251856,0.0024198105,0.00070213905,0.006063742,0.0005076624],"domain_scores_gemma":[0.9876707,0.0010696067,0.0026712436,0.000856198,0.0069271484,0.000805089],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001389587,0.00094703544,0.00810068,0.0036145844,0.000067022316,0.00006827355,0.0013474975,0.00038860674,0.0037274803],"category_scores_gemma":[0.002318779,0.0004958416,0.0055600945,0.0016294334,0.0006300776,0.0003799426,0.0002539097,0.001845913,0.00007434465],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020170743,0.0004988454,0.0024094854,0.0013030036,0.8224785,0.0006331418,0.00024974783,0.000010100422,0.0000017945321,0.00007771072,0.0002457657,0.17189023],"study_design_scores_gemma":[0.0062187454,0.0008938853,0.0060754083,0.0018528653,0.84513307,0.000787979,0.00014902776,0.000048191327,0.0000062340364,0.000040937626,0.13824046,0.0005532164],"about_ca_topic_score_codex":0.00018778282,"about_ca_topic_score_gemma":0.000015744716,"teacher_disagreement_score":0.17133701,"about_ca_system_score_codex":0.00085462496,"about_ca_system_score_gemma":0.00033527878,"threshold_uncertainty_score":0.9997493},"labels":[],"label_agreement":null},{"id":"W2142060236","doi":"10.2196/ijmr.3060","title":"Telemedicine-Based Approach for Obstructive Sleep Apnea Management: Building Evidence","year":2014,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Sociedad Española de Neumología y Cirugía Torácica; Ministerio de Economía y Competitividad","keywords":"Telemedicine; Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Randomized controlled trial; Physical therapy; Sleep apnea; Second opinion; Videoconferencing; Health care; Internal medicine; Multimedia","score_opus":0.07961885258275801,"score_gpt":0.44595734669169035,"score_spread":0.3663384941089323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142060236","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13480325,0.00070766814,0.84228975,0.012710175,0.00071085186,0.0018850773,0.000006770826,0.0000310048,0.006855472],"genre_scores_gemma":[0.95547235,0.00007712792,0.042076956,0.00039653268,0.0016535678,0.00011609774,0.0000056494023,0.0000651171,0.00013659106],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9876515,0.0012098463,0.0010860942,0.0005923996,0.008359034,0.0011010942],"domain_scores_gemma":[0.98296094,0.010309753,0.00041824393,0.0005446466,0.0044021285,0.001364261],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.016908012,0.00029661926,0.00087567803,0.0018105189,0.0002493455,0.0001024578,0.0013189496,0.00029077046,0.0006114987],"category_scores_gemma":[0.041760463,0.00021796451,0.0004237769,0.0011332144,0.0010337846,0.00046860077,0.00038118017,0.003515741,0.000023204604],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014181425,0.0014837038,0.0054198676,0.0019531834,0.0016242128,0.0008447912,0.00067113084,0.00011296675,0.011939913,0.0058095437,0.003337514,0.95262176],"study_design_scores_gemma":[0.047208965,0.023406263,0.035939924,0.012360889,0.0011167089,0.0037232102,0.015893627,0.68788546,0.087474145,0.008672773,0.074979015,0.0013390027],"about_ca_topic_score_codex":0.000027652464,"about_ca_topic_score_gemma":0.0000015125488,"teacher_disagreement_score":0.95128274,"about_ca_system_score_codex":0.0008544427,"about_ca_system_score_gemma":0.00037461004,"threshold_uncertainty_score":0.9987832},"labels":[],"label_agreement":null},{"id":"W2142178667","doi":"10.1155/2015/258418","title":"Diagnosis of Obstructive Sleep Apnea in Parkinson’s Disease Patients: Is Unattended Portable Monitoring a Suitable Tool?","year":2015,"lang":"en","type":"article","venue":"Parkinson s Disease","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; McGill University Health Centre","funders":"McGill University Health Centre; McGill University; American Thoracic Society","keywords":"Medicine; Obstructive sleep apnea; Parkinson's disease; Disease; Sleep (system call); Sleep apnea; Internal medicine","score_opus":0.03091706709012769,"score_gpt":0.29721547585262875,"score_spread":0.26629840876250105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142178667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99363875,0.002331394,0.000033095017,0.0004917943,0.00055576075,0.0014931827,0.00055068964,0.0000921152,0.00081318826],"genre_scores_gemma":[0.99776775,0.00011728005,0.00050309533,0.0001542373,0.00023875068,0.0007720367,0.00014497004,0.00010454687,0.00019732048],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950007,0.0002432683,0.0008583471,0.0010331584,0.0017870453,0.0010774608],"domain_scores_gemma":[0.99529564,0.0002200653,0.00030094414,0.0010744473,0.00094109966,0.002167828],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005004018,0.000497514,0.00079090765,0.0006143237,0.00009853423,0.00006547469,0.00039298463,0.00014485029,0.0003844456],"category_scores_gemma":[0.002336954,0.0004899788,0.00029669795,0.0011496687,0.000267035,0.0006366648,0.00031021333,0.00048374347,0.00010870605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031970304,0.0019723428,0.97701097,0.00037310846,0.00016632733,0.00036185933,0.00064825476,0.00005619774,0.000035853383,0.00007017019,0.000592409,0.015515493],"study_design_scores_gemma":[0.006116679,0.00018020548,0.97543603,0.00021709848,0.0003028596,0.0000014977257,0.0008204149,0.0010725606,0.0017167424,0.0006939941,0.012980133,0.00046179854],"about_ca_topic_score_codex":0.00040257088,"about_ca_topic_score_gemma":0.000010956739,"teacher_disagreement_score":0.015053694,"about_ca_system_score_codex":0.0008506765,"about_ca_system_score_gemma":0.00039139893,"threshold_uncertainty_score":0.9997552},"labels":[],"label_agreement":null},{"id":"W2142693632","doi":"10.1177/1359105312465918","title":"Do all individuals with sleep apnea suffer from daytime sleepiness? A preliminary investigation","year":2013,"lang":"en","type":"article","venue":"Journal of Health Psychology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Université de Montréal; McGill University; Dawson College; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Insomnia; Polysomnography; Depression (economics); Sleep apnea; Medicine; Hypopnea; Excessive daytime sleepiness; Apnea; Sleep debt; Sleep (system call); Somnolence; Psychology; Physical therapy; Sleep disorder; Psychiatry; Internal medicine; Adverse effect","score_opus":0.05015151677809093,"score_gpt":0.3802514254829219,"score_spread":0.33009990870483097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142693632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9058335,0.001246016,0.0018149775,0.08936559,0.00044184976,0.0007790697,0.000010623041,0.000021961023,0.00048641372],"genre_scores_gemma":[0.96972364,0.000070180206,0.012069229,0.017411493,0.000546023,0.00003590532,0.000035881887,0.00005186573,0.000055799617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965797,0.00062929955,0.0010928905,0.00035271287,0.0007488737,0.0005965277],"domain_scores_gemma":[0.9970083,0.00025223324,0.0009674071,0.00047158898,0.0006539568,0.00064651325],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012487635,0.00022757458,0.0007769956,0.00053599005,0.00008751143,0.00003375281,0.00028465604,0.0002132491,0.0012860423],"category_scores_gemma":[0.00024254396,0.00016252392,0.00009963833,0.000361862,0.00027157646,0.00034648407,0.000055803514,0.0010281074,0.00026425382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021574786,0.0010848177,0.7856538,0.00027112238,0.0013755899,0.00031531634,0.00393692,0.000020178746,0.007620525,0.00008173748,0.05330235,0.14418013],"study_design_scores_gemma":[0.005811775,0.0068803034,0.97805655,0.00015607853,0.00009945589,0.0014373906,0.00025031305,0.00015006047,0.00021773679,0.0017998626,0.0049840505,0.00015641552],"about_ca_topic_score_codex":0.000092448034,"about_ca_topic_score_gemma":0.0000026412959,"teacher_disagreement_score":0.19240272,"about_ca_system_score_codex":0.00017528656,"about_ca_system_score_gemma":0.00019355163,"threshold_uncertainty_score":0.99962693},"labels":[],"label_agreement":null},{"id":"W2142857014","doi":"10.1080/01612840500503047","title":"SLEEPINESS AND RELATIONSHIPS IN OBSTRUCTIVE SLEEP APNEA","year":2006,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Embarrassment; Obstructive sleep apnea; Intrapersonal communication; Mood; Psychology; Clinical psychology; Interpersonal communication; Anger; Interpersonal relationship; Sleep (system call); Medicine; Developmental psychology; Social psychology; Internal medicine","score_opus":0.029148422388487548,"score_gpt":0.37315206406075546,"score_spread":0.34400364167226793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142857014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97876954,0.0054527293,0.00011288596,0.009814775,0.00032686186,0.00096957746,0.00001013664,0.000039886207,0.004503615],"genre_scores_gemma":[0.99470085,0.000046224628,0.0048241057,0.000082803475,0.00013635281,0.000023265948,0.00006015802,0.000028283373,0.0000979806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802566,0.00024971206,0.0004625569,0.00037705587,0.00035462595,0.00053039356],"domain_scores_gemma":[0.9994526,0.00009951798,0.00007826746,0.0001852308,0.000039824354,0.0001445824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005562935,0.00015852215,0.0003496164,0.00045147038,0.0001755225,0.000020234012,0.00006316234,0.00009937049,0.000026369493],"category_scores_gemma":[0.00007446187,0.00016819242,0.000024950648,0.0005763055,0.00026414284,0.000191969,0.000032117467,0.0005669303,0.000011963777],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043695222,0.00056950137,0.77119637,0.00028080237,0.00001019235,0.00007623727,0.0093773,0.000041887564,0.0007263164,0.0038487245,0.00010813179,0.21332757],"study_design_scores_gemma":[0.0027633489,0.00018877473,0.979142,0.0007328849,0.0000056056965,0.0001624086,0.0062795207,0.005050313,0.0007369397,0.004397835,0.0003757304,0.0001646131],"about_ca_topic_score_codex":0.0012021384,"about_ca_topic_score_gemma":0.00030448186,"teacher_disagreement_score":0.21316296,"about_ca_system_score_codex":0.0013489715,"about_ca_system_score_gemma":0.00003335605,"threshold_uncertainty_score":0.6858688},"labels":[],"label_agreement":null},{"id":"W2143555661","doi":"10.1152/japplphysiol.00772.2005","title":"Pathogenesis of obstructive sleep apnea","year":2005,"lang":"en","type":"review","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":364,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Obstructive sleep apnea; Pharynx; Pathogenesis; Medicine; Airway; Pharyngeal muscles; Sleep apnea; Tongue; Apnea; Nose; Pathology; Cardiology; Anatomy; Internal medicine; Anesthesia","score_opus":0.036160767339952216,"score_gpt":0.3436437497799414,"score_spread":0.30748298243998917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143555661","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018519111,0.99448264,0.00005010555,0.00001917259,0.00037583476,0.0007431812,0.00005199698,0.000009970371,0.002415171],"genre_scores_gemma":[0.0036276695,0.99119186,0.0031810494,0.000032839536,0.0017723166,0.000030390871,0.000034559616,0.000101826576,0.000027472552],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966811,0.000178861,0.0016990197,0.0003851375,0.00059728033,0.0004586189],"domain_scores_gemma":[0.99578357,0.00044152627,0.002380977,0.00054779154,0.0005842306,0.0002619294],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038572922,0.0004962593,0.004536499,0.00074982963,0.00004125006,0.000005869659,0.0005063207,0.00059621903,0.00035048823],"category_scores_gemma":[0.00010887449,0.000350823,0.0012842201,0.00054415275,0.00040216386,0.000051043786,0.00017886274,0.0013112734,0.0000685815],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000514685,0.00022587253,0.0000016609929,0.0058065634,0.0016870591,0.000045681445,0.0000689152,0.0000051589213,0.00615221,0.00049380295,0.00005270264,0.9849457],"study_design_scores_gemma":[0.0022348685,0.00085222046,0.00120338,0.002027553,0.0048067407,0.001351809,0.00019452028,0.000013912813,0.00064511684,0.0007255901,0.98544276,0.0005015494],"about_ca_topic_score_codex":0.0000010805508,"about_ca_topic_score_gemma":1.9299101e-7,"teacher_disagreement_score":0.98539,"about_ca_system_score_codex":0.00029723012,"about_ca_system_score_gemma":0.00033435496,"threshold_uncertainty_score":0.9998944},"labels":[],"label_agreement":null},{"id":"W2143635826","doi":"10.1378/chest.122.4.1125","title":"The Effect of Correction of Sleep-Disordered Breathing on BP in Untreated Hypertension","year":2002,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"National Heart, Lung, and Blood Institute; National Center for Research Resources; U.S. Public Health Service; National Institutes of Health","keywords":"Medicine; Sleep disordered breathing; Cardiology; Breathing; Internal medicine; Anesthesia; Obstructive sleep apnea","score_opus":0.019211427016085133,"score_gpt":0.26875273112357745,"score_spread":0.2495413041074923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143635826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99654365,0.00055437745,0.000028788641,0.00043499048,0.00031604726,0.00020041472,6.039684e-7,0.0000073173237,0.001913823],"genre_scores_gemma":[0.99958265,0.00014904102,0.000036743942,0.000011408829,0.000073638104,0.0000024571523,9.895023e-7,0.000014269929,0.00012880456],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988293,0.00019489326,0.00029540135,0.0001035645,0.0003801217,0.00019674063],"domain_scores_gemma":[0.9989499,0.00051358686,0.00014557038,0.00016626254,0.00014996999,0.00007472752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005731209,0.0000973365,0.00026876933,0.00019749596,0.00009671421,0.000011476636,0.0000816253,0.000070075046,0.000091032685],"category_scores_gemma":[0.0008454495,0.00005660903,0.00009047089,0.0003098768,0.00010322296,0.00005087524,0.000019550309,0.00053130934,0.000011443027],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002371454,0.00034537853,0.21202019,0.00017302921,0.0001777884,0.00027063157,0.0007718678,0.00026596282,0.11027853,0.000007801864,0.00038478523,0.67293257],"study_design_scores_gemma":[0.014029223,0.0066734618,0.5317915,0.00094497623,0.00018193357,0.0025444294,0.0007504055,0.07209647,0.37007174,0.000043726548,0.00068804075,0.00018409966],"about_ca_topic_score_codex":0.000041350046,"about_ca_topic_score_gemma":0.0000074760956,"teacher_disagreement_score":0.6727485,"about_ca_system_score_codex":0.00012327546,"about_ca_system_score_gemma":0.000008533506,"threshold_uncertainty_score":0.23084493},"labels":[],"label_agreement":null},{"id":"W2144089933","doi":"10.1183/13993003/erj.42.suppl_57.p4284","title":"Obesity and obstructive sleep apnea in children less than eight Years of age","year":2013,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Obstructive sleep apnea; Cardiorespiratory fitness; Obesity; Pediatrics; Apnea; Severe obesity; Oxygen saturation; Physical therapy; Internal medicine; Weight loss","score_opus":0.02077970232427822,"score_gpt":0.2608416045853786,"score_spread":0.24006190226110036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144089933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99452585,0.0005597773,0.000048258098,0.000043962493,0.0000878981,0.00037315176,0.00000661572,0.000013848955,0.0043406375],"genre_scores_gemma":[0.9990572,0.000017314895,0.0004217661,0.0001138072,0.00027758023,0.0000023510281,0.0000020665536,0.000047545138,0.000060388287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778813,0.0006280653,0.00045859974,0.00027995746,0.00048328264,0.00036197098],"domain_scores_gemma":[0.9989177,0.000056706973,0.00019474888,0.0002993852,0.00019181731,0.00033961327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081991113,0.00016737261,0.00034263002,0.0003986812,0.00008180743,0.0000640083,0.00023222937,0.000054952747,0.00018979219],"category_scores_gemma":[0.00021724378,0.00015077577,0.00009182435,0.00026270232,0.0003303217,0.00024693733,0.00018266283,0.0008487982,0.00009386741],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068615205,0.00011568254,0.89718634,0.000019562796,0.00010742948,0.00059984537,0.00045438175,0.00000268981,0.013146971,0.000049543374,0.000063273896,0.088185675],"study_design_scores_gemma":[0.002103851,0.00026112958,0.9948742,0.000053659354,0.00002502971,0.00045377936,0.0003197181,0.000019441244,0.0014426259,0.00008270929,0.00023177433,0.00013209533],"about_ca_topic_score_codex":0.000029530604,"about_ca_topic_score_gemma":0.000004523679,"teacher_disagreement_score":0.097687855,"about_ca_system_score_codex":0.00009282555,"about_ca_system_score_gemma":0.000033205917,"threshold_uncertainty_score":0.6148457},"labels":[],"label_agreement":null},{"id":"W2144143926","doi":"10.1183/09031936.00060311","title":"Evaluation of upper airway patency during Cheyne–Stokes breathing in heart failure patients","year":2012,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McGill University; Centre Hospitalier de l’Université de Montréal; Christie (Canada)","funders":"McGill University Health Centre; McGill University","keywords":"Cheyne–Stokes respiration; Heart failure; Polysomnography; Cardiology; Airway; Medicine; Ejection fraction; Internal medicine; Plethysmograph; Breathing; Anesthesia; Apnea","score_opus":0.043284991933440944,"score_gpt":0.314548784749235,"score_spread":0.27126379281579405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144143926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946779,0.00084640377,0.000010875394,0.00011782939,0.00023212924,0.00030732565,0.000002874459,0.000014975115,0.003789684],"genre_scores_gemma":[0.9989158,0.000004121971,0.00039582502,0.00008715199,0.00051760447,0.0000030923075,0.0000019612612,0.0000509314,0.000023498365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953411,0.0017244046,0.00058401324,0.0001835234,0.0016900132,0.0004769391],"domain_scores_gemma":[0.99830157,0.000030407968,0.00021028302,0.00026274638,0.0008863104,0.00030865727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006457828,0.00015977782,0.00025283833,0.0004742525,0.00013118082,0.000028040226,0.00014109394,0.000049424376,0.0005428251],"category_scores_gemma":[0.0010163077,0.00013526196,0.00011899382,0.00026748644,0.000072735,0.00049201224,0.00009469004,0.00074638106,0.00013063682],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008286839,0.00028589446,0.9406087,0.000047791054,0.00004649731,0.000025361076,0.0011187245,0.000024019688,0.042739045,0.000004166022,0.00012268432,0.014894289],"study_design_scores_gemma":[0.0039094323,0.00019999572,0.9824087,0.00019630327,0.00007112394,0.0001030149,0.00036501707,0.000037107347,0.011430933,0.0000049444907,0.0011550902,0.000118317184],"about_ca_topic_score_codex":0.0000024301314,"about_ca_topic_score_gemma":0.0000011255053,"teacher_disagreement_score":0.04180006,"about_ca_system_score_codex":0.00040406347,"about_ca_system_score_gemma":0.00009440079,"threshold_uncertainty_score":0.5943554},"labels":[],"label_agreement":null},{"id":"W2144152638","doi":"10.4187/respcare.01456","title":"Effect of Ventilatory Variability on Occurrence of Central Apneas","year":2013,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vitalité Health Network; Centre Hospitalier Universitaire de Sherbrooke; Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Université de Sherbrooke","funders":"","keywords":"Medicine; Tidal volume; Ventilation (architecture); Respiratory minute volume; Anesthesia; Cardiology; Internal medicine; Respiratory system","score_opus":0.013553398661057757,"score_gpt":0.3089938805596395,"score_spread":0.29544048189858174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144152638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950707,0.00030483177,0.000011242447,0.000010591513,0.00017898736,0.00091268506,0.00006349171,0.00002409029,0.0034233793],"genre_scores_gemma":[0.99980086,9.773297e-7,0.00002566361,0.000041415773,0.00006296711,0.000039070426,0.000010032735,0.000013137485,0.0000058454452],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99816906,0.00032141517,0.00031541585,0.00029582484,0.0005912468,0.00030703135],"domain_scores_gemma":[0.9983366,0.00027585955,0.00011655987,0.0006311223,0.00044417402,0.00019565351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004486171,0.0001521261,0.00040669614,0.00012871815,0.000028829749,0.0000051212037,0.0001564176,0.00011197168,0.00053249486],"category_scores_gemma":[0.00066058896,0.00012288766,0.00017767012,0.00022437572,0.00026520368,0.00006757519,0.00006586388,0.0002774709,0.0000634909],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055962126,0.00016214848,0.76923263,0.0027115983,0.00008351656,0.000012497822,0.00033880267,0.000008728214,0.14701341,0.0001475301,0.00022410751,0.079505436],"study_design_scores_gemma":[0.0012771602,0.0024201693,0.36798587,0.00011608382,0.000055887987,0.0000013125181,0.00010655633,0.000014305516,0.6271479,0.000010376705,0.0007722951,0.000092068425],"about_ca_topic_score_codex":0.00002097191,"about_ca_topic_score_gemma":6.7071204e-7,"teacher_disagreement_score":0.4801345,"about_ca_system_score_codex":0.00019798415,"about_ca_system_score_gemma":0.00010309998,"threshold_uncertainty_score":0.5830445},"labels":[],"label_agreement":null},{"id":"W2144890278","doi":"10.1016/j.rmed.2011.06.007","title":"CPAP increases exercise tolerance in obese subjects with obstructive sleep apnea","year":2011,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; University of Calgary","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Body mass index; Apnea–hypopnea index; Internal medicine; Apnea; Exercise intolerance; Cardiology; Physical therapy; Anesthesia; Sleep apnea; Polysomnography; Heart failure","score_opus":0.038621483424767636,"score_gpt":0.2918059272836197,"score_spread":0.2531844438588521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144890278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9775121,0.0035766347,0.00011828555,0.00010360948,0.00016801854,0.001198124,0.0000070219057,0.00012705491,0.017189119],"genre_scores_gemma":[0.9978736,0.00004528967,0.0006663889,0.00061786314,0.0004020344,0.00017059565,0.000009861878,0.00008671597,0.00012762152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965587,0.0002002951,0.000599462,0.00077805255,0.0010718612,0.00079161377],"domain_scores_gemma":[0.9976687,0.00018483585,0.00017313036,0.00090567203,0.00044276367,0.0006249042],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065631163,0.00043679876,0.000948562,0.00073870335,0.00009603136,0.000008381952,0.0003052673,0.00018865947,0.0010911464],"category_scores_gemma":[0.0005454292,0.0003136039,0.00007410326,0.001275063,0.0010180554,0.00026991044,0.00010346693,0.00073179463,0.0001091535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009288332,0.0010092222,0.8910041,0.0005859835,0.0001910812,0.004876428,0.0057683466,0.000007743509,0.017887019,0.0006739783,0.00021098931,0.0684968],"study_design_scores_gemma":[0.012645051,0.0029355034,0.9430025,0.0013893031,0.00021081137,0.00020053319,0.0032541559,0.00023395957,0.034235004,0.00018482757,0.0012154203,0.00049290253],"about_ca_topic_score_codex":0.00073254964,"about_ca_topic_score_gemma":0.00021261026,"teacher_disagreement_score":0.06800389,"about_ca_system_score_codex":0.00028194467,"about_ca_system_score_gemma":0.00015049754,"threshold_uncertainty_score":0.99993163},"labels":[],"label_agreement":null},{"id":"W2145403522","doi":"10.1007/s11325-010-0428-2","title":"Mandibular exercises improve mandibular advancement device therapy for obstructive sleep apnea","year":2010,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Associação Fundo de Incentivo à Pesquisa; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Physical therapy; Quality of life (healthcare); Epworth Sleepiness Scale; Randomized controlled trial; Otorhinolaryngology; Sleep apnea; Oral appliance; Anesthesia; Apnea; Internal medicine; Surgery","score_opus":0.014164551328671861,"score_gpt":0.29294704607117494,"score_spread":0.2787824947425031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145403522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97976816,0.0014143976,0.0134899495,0.0009601064,0.000858672,0.0023103864,0.00006001975,0.000121114994,0.0010172224],"genre_scores_gemma":[0.98114026,0.0001470616,0.017117416,0.0003445502,0.0005856384,0.00032155277,0.00006642965,0.00008101294,0.00019607233],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99768543,0.000038106922,0.00035905154,0.0007338492,0.0004890676,0.00069449964],"domain_scores_gemma":[0.9985078,0.00018159048,0.00012668667,0.00051866967,0.00033183236,0.00033339672],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044722107,0.00036763184,0.00050683634,0.00019979989,0.00041071314,0.000107581385,0.00018795642,0.00021382056,0.00015711054],"category_scores_gemma":[0.0001435073,0.00030278397,0.00016308366,0.00018704569,0.0002261468,0.00033053118,0.0001291692,0.00058172527,0.000017175274],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014250698,0.00027798413,0.012366865,0.0002843957,0.0004648905,0.00009969721,0.0012944626,0.0000032226903,0.25671446,0.001940776,0.000016597018,0.7251116],"study_design_scores_gemma":[0.041290764,0.004774283,0.07716773,0.00027181525,0.0014439382,0.0011407905,0.005367501,0.02579143,0.7549501,0.01173131,0.07347853,0.0025918314],"about_ca_topic_score_codex":0.00005573191,"about_ca_topic_score_gemma":0.000012601288,"teacher_disagreement_score":0.72251976,"about_ca_system_score_codex":0.00008648744,"about_ca_system_score_gemma":0.00002554266,"threshold_uncertainty_score":0.9999424},"labels":[],"label_agreement":null},{"id":"W2145451287","doi":"10.1139/y06-089","title":"Respiratory motor activity: influence of neuromodulators and implications for sleep disordered breathingThis paper is one of a selection of papers published in this Special Issue, entitled Young Investigators' Forum.","year":2007,"lang":"en","type":"review","venue":"Canadian Journal of Physiology and Pharmacology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Canada Research Chairs","funders":"Canadian Institutes of Health Research","keywords":"Pharyngeal muscles; Genioglossus; Medicine; Sleep (system call); Obstructive sleep apnea; Sleep and breathing; Muscle tone; Non-rapid eye movement sleep; Airway; Rapid eye movement sleep; Neuroscience; Physical medicine and rehabilitation; Anesthesia; Psychology; Electroencephalography; Psychiatry","score_opus":0.0336056742926349,"score_gpt":0.3452600475801933,"score_spread":0.3116543732875584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145451287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.790781,0.20625255,0.0000034337688,0.00052075816,0.00050476997,0.0014469662,0.00028822027,0.0000030365904,0.0001992495],"genre_scores_gemma":[0.6661163,0.3313621,0.00023360422,0.0006942257,0.0013278314,0.00008523389,0.000028075343,0.00008409708,0.00006852303],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980491,0.0002979518,0.0008821746,0.0002981053,0.000118049764,0.00035466196],"domain_scores_gemma":[0.997511,0.00043395563,0.00097508274,0.00014769117,0.0005163907,0.0004158364],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052707235,0.00023355904,0.0015855341,0.0012182228,0.000071820505,0.000005038979,0.0001825646,0.0004383181,0.0045984006],"category_scores_gemma":[0.0004358392,0.00021620425,0.0002169416,0.0005203059,0.0007993838,0.00018157809,0.00003622827,0.0007403059,3.3260721e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087205827,0.00029556904,0.02120876,0.015164892,0.0019801953,0.000019772653,0.00093277503,0.000004729669,0.7076262,0.0001758346,0.002227502,0.24949168],"study_design_scores_gemma":[0.010032168,0.006200216,0.20595591,0.0032959823,0.0052892985,0.0005505766,0.00015062171,0.000052099578,0.05761237,0.0016378849,0.70831054,0.00091230473],"about_ca_topic_score_codex":0.0009808767,"about_ca_topic_score_gemma":0.0013350777,"teacher_disagreement_score":0.70608306,"about_ca_system_score_codex":0.00016743437,"about_ca_system_score_gemma":0.0012069772,"threshold_uncertainty_score":0.99631155},"labels":[],"label_agreement":null},{"id":"W2145484166","doi":"10.1016/j.ajodo.2006.10.030","title":"Three-dimensional computer-assisted study model analysis of long-term oral-appliance wear. Part 1: Methodology","year":2008,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Overjet; Overbite; Orthodontics; Superimposition; Dental arch; Medicine; Dentistry; Cephalometry; Mathematics; Malocclusion; Computer science; Artificial intelligence","score_opus":0.11106153043183839,"score_gpt":0.3732460093425584,"score_spread":0.26218447891072005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145484166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79787374,0.00019919517,0.20135072,0.00009496136,0.00016891617,0.0002628613,0.000023318547,0.000009952948,0.000016365624],"genre_scores_gemma":[0.9102346,0.00022720484,0.08916886,0.00012503675,0.00017205953,0.000003374298,0.000011483702,0.00003070132,0.000026724218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99629325,0.0003836357,0.0012241519,0.00038353616,0.0013014132,0.00041402498],"domain_scores_gemma":[0.99645466,0.00036517132,0.00114143,0.000381398,0.0011510543,0.00050628517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015852416,0.00029214285,0.0018588658,0.0008584625,0.00015374704,0.00001994253,0.0002138061,0.00009096606,0.000039519382],"category_scores_gemma":[0.0002541299,0.00024156075,0.00050170964,0.0016528547,0.0010303555,0.00012397763,0.00019422837,0.0005591781,0.0000014017959],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00100488,0.00095949107,0.93400306,0.00002001931,0.003616961,0.0011091231,0.00048811076,0.0012413363,0.00024857488,0.000024470932,0.000021192616,0.057262767],"study_design_scores_gemma":[0.0021581373,0.0032012714,0.9609614,0.000030044124,0.0035063727,0.00079049624,0.00019421183,0.028881727,0.000043049557,0.000009074602,0.000022848828,0.00020134209],"about_ca_topic_score_codex":0.00012578972,"about_ca_topic_score_gemma":0.00030117822,"teacher_disagreement_score":0.11236084,"about_ca_system_score_codex":0.000066339424,"about_ca_system_score_gemma":0.0002693995,"threshold_uncertainty_score":0.98505616},"labels":[],"label_agreement":null},{"id":"W2145542763","doi":"10.2147/ndt.s90521","title":"Obstructive sleep apnea: management considerations in psychiatric patients","year":2015,"lang":"en","type":"review","venue":"Neuropsychiatric Disease and Treatment","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta Hospital; Alberta Health Services","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Comorbidity; Psychiatry; Psychiatric comorbidity; Mental illness; Intensive care medicine; Mental health; Internal medicine","score_opus":0.03598825120920736,"score_gpt":0.33055782221257124,"score_spread":0.2945695710033639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145542763","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014195921,0.98790455,0.0000031225952,0.000118583266,0.0007071453,0.0054278723,0.00031519012,0.00007204266,0.004031907],"genre_scores_gemma":[0.0021637117,0.9950554,0.00058021257,0.00006838789,0.0002635696,0.00097331597,0.00048083672,0.0001265434,0.00028806538],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963967,0.00031305788,0.00082911894,0.001207941,0.00067219115,0.0005809568],"domain_scores_gemma":[0.99769425,0.00011613588,0.00026256178,0.00080156006,0.00016034371,0.0009651482],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008879796,0.00080719084,0.0016365673,0.001342514,0.00014966566,0.000077268945,0.00011583619,0.00016414897,0.00006725527],"category_scores_gemma":[0.000047772704,0.0006110796,0.00049538986,0.0011539238,0.00011374565,0.00010261809,0.00014254202,0.00036284665,0.00015984468],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014390904,0.0026021888,0.013217683,0.0042789076,0.00087876065,0.0008680056,0.00004028957,9.773485e-7,2.7572116e-9,0.0008156706,0.00023288977,0.9769207],"study_design_scores_gemma":[0.019433418,0.00272203,0.13792162,0.0014303472,0.02704836,0.00017900378,0.00010862788,0.000065322325,4.617529e-8,0.0020026932,0.8075405,0.0015480792],"about_ca_topic_score_codex":0.000022558674,"about_ca_topic_score_gemma":0.000009135697,"teacher_disagreement_score":0.9753726,"about_ca_system_score_codex":0.00069132773,"about_ca_system_score_gemma":0.00030875104,"threshold_uncertainty_score":0.999634},"labels":[],"label_agreement":null},{"id":"W2145570505","doi":"10.1136/thx.2010.150334","title":"Prediction of oral appliance efficiency in patients with apnoea using phrenic nerve stimulation while awake","year":2011,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; Anesthesia; Airway; Polysomnography; Breathing; Oral appliance; Stimulation; Apnea; Surgery; Sleep apnea; Internal medicine","score_opus":0.0767953488239317,"score_gpt":0.2980681861235893,"score_spread":0.22127283729965763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145570505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943951,0.000020295085,0.0037788013,0.0000041457056,0.00005836132,0.0006486862,0.000015938524,0.000024491863,0.0010542319],"genre_scores_gemma":[0.99594325,4.942944e-7,0.003953892,0.0000038547073,0.000021589987,0.000009427843,0.000029995228,0.00001817566,0.000019326691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998905,0.000046967947,0.00022263642,0.00021163795,0.0004020029,0.00021178028],"domain_scores_gemma":[0.99939275,0.000014835009,0.00009128962,0.00023093059,0.0002066618,0.00006350768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019022069,0.00009810356,0.00019177419,0.00016925635,0.000029832197,0.0000037920058,0.00006832262,0.00005992236,0.00012575371],"category_scores_gemma":[0.00003426992,0.00008074051,0.000025568173,0.00048153286,0.000098970624,0.00013428851,0.00003279094,0.00015076359,0.000010027883],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007273218,0.00044746982,0.98769736,0.000059144575,0.000019196914,0.000003507238,0.00038199674,0.00028111553,0.0024523311,0.000044164026,0.0000021032768,0.007884263],"study_design_scores_gemma":[0.002671205,0.000536921,0.97188824,0.00007628702,0.000039717346,0.0000016213235,0.000059395472,0.020520054,0.0040994515,0.000038119957,0.00000481362,0.000064146836],"about_ca_topic_score_codex":0.0001563712,"about_ca_topic_score_gemma":0.000012964892,"teacher_disagreement_score":0.020238938,"about_ca_system_score_codex":0.000118560456,"about_ca_system_score_gemma":0.00003543632,"threshold_uncertainty_score":0.32925025},"labels":[],"label_agreement":null},{"id":"W2145855499","doi":"10.1161/circheartfailure.111.965814","title":"Differing Relationship of Nocturnal Fluid Shifts to Sleep Apnea in Men and Women With Heart Failure","year":2012,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Heart failure; Polysomnography; Hypopnea; Apnea; Internal medicine; Cardiology; Apnea–hypopnea index; Sleep apnea","score_opus":0.0191422904617953,"score_gpt":0.2771747427022754,"score_spread":0.2580324522404801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145855499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99301875,0.00007739931,0.0008342564,0.0050185127,0.000035855744,0.00077450526,0.000005624817,0.00003602154,0.00019908563],"genre_scores_gemma":[0.9938306,2.7934175e-7,0.005728479,0.00014115618,0.00015212983,0.00007079246,0.000014258325,0.000037279096,0.000025032643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981752,0.00011991792,0.0003463038,0.0002936214,0.00053485285,0.0005301102],"domain_scores_gemma":[0.9987248,0.00015965714,0.000057923717,0.00032318226,0.00018537036,0.0005490716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004926724,0.00018481814,0.0003821515,0.0004433586,0.00009583258,0.000027453578,0.000058219095,0.00014418155,0.00019254934],"category_scores_gemma":[0.00032180108,0.0001638423,0.000034835313,0.00077600876,0.00008005953,0.00036703428,0.00005980535,0.00037420532,0.00003311675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017628183,0.0000671412,0.9478922,0.000112472044,0.000030374385,0.0000016584613,0.0026306212,0.000203107,0.04816611,0.0001895356,0.0001246523,0.00040584113],"study_design_scores_gemma":[0.0014030747,0.00015959704,0.9929603,0.00007606497,0.000017365055,0.0000737577,0.0013469524,0.0007599634,0.0016050067,0.0000491464,0.0013886457,0.00016013482],"about_ca_topic_score_codex":0.000032357668,"about_ca_topic_score_gemma":0.000022946037,"teacher_disagreement_score":0.046561103,"about_ca_system_score_codex":0.00024626203,"about_ca_system_score_gemma":0.000042622712,"threshold_uncertainty_score":0.6681295},"labels":[],"label_agreement":null},{"id":"W2146122612","doi":"10.1378/chest.123.5.1536","title":"Relationship of Systolic BP to Obstructive Sleep Apnea in Patients With Heart Failure","year":2003,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto; Toronto General Hospital; University Health Network; Toronto Sleep Institute; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Obstructive sleep apnea; Heart failure; Cardiology; Internal medicine; Blood pressure; Sleep apnea","score_opus":0.01667593902135417,"score_gpt":0.2707688324788656,"score_spread":0.2540928934575114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146122612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974134,0.00004043384,0.000648165,0.0005532763,0.00009426913,0.00041409067,0.0000042810307,0.000008236413,0.0008238471],"genre_scores_gemma":[0.98987085,2.6899963e-7,0.009935926,0.00005917788,0.00005649038,0.00000903604,0.0000027950998,0.000026948008,0.00003850241],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983653,0.00014665793,0.0003495809,0.0001910348,0.00060794747,0.00033952048],"domain_scores_gemma":[0.9987256,0.00010871511,0.000118084696,0.0002333303,0.0004873266,0.00032694728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003520953,0.00013954175,0.00031777407,0.00042985246,0.000082972765,0.000020882908,0.00009617228,0.00008724836,0.00012729468],"category_scores_gemma":[0.0008457741,0.00010961997,0.000061675,0.00068673736,0.00010044834,0.000157669,0.000021639755,0.00069826486,0.000036640813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026123034,0.00016301656,0.9976297,0.00006845482,0.00003771048,0.000015590434,0.00047935723,0.0000495401,0.0003585462,0.00036794212,0.000069843336,0.00049905916],"study_design_scores_gemma":[0.0030464116,0.00049062894,0.99226457,0.00009528025,0.00003184881,0.0001696867,0.000653359,0.00001254145,0.0021518827,0.00018616226,0.0007917425,0.00010586014],"about_ca_topic_score_codex":0.0000060460507,"about_ca_topic_score_gemma":0.0000096673675,"teacher_disagreement_score":0.009287761,"about_ca_system_score_codex":0.00031293297,"about_ca_system_score_gemma":0.00009065174,"threshold_uncertainty_score":0.44701725},"labels":[],"label_agreement":null},{"id":"W2146800466","doi":"10.1136/thorax.55.5.399","title":"Unpredictable results of laser assisted uvulopalatoplasty in the treatment of obstructive sleep apnoea","year":2000,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"British Columbia Lung Association","keywords":"Medicine; Polysomnography; Breathing; Quality of life (healthcare); Stage (stratigraphy); Surgery; Anesthesia; Apnea","score_opus":0.025461281904576225,"score_gpt":0.3055630292634817,"score_spread":0.2801017473589055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146800466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678003,0.00016424275,0.0000063751904,0.00029613997,0.000050931583,0.00065059436,0.00014042312,0.000017326547,0.030873638],"genre_scores_gemma":[0.9982821,0.000081003374,0.0005196121,0.000017744682,0.00006593675,0.000035377238,0.000047214995,0.000017539955,0.0009334692],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99819285,0.00021266227,0.00046551114,0.00027227294,0.00055069063,0.00030603737],"domain_scores_gemma":[0.99876904,0.00031641437,0.00010609334,0.00058743625,0.00014010421,0.0000809315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003352193,0.00016388296,0.00043532343,0.00016482455,0.00003553033,0.0000060507846,0.00015533845,0.000096328506,0.00045954905],"category_scores_gemma":[0.000108706314,0.00010379024,0.00011390227,0.0006913823,0.00025496777,0.00006577212,0.000015913296,0.00016112006,0.00003234678],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01729471,0.0058794627,0.23289093,0.0002599442,0.00081564655,0.00036777422,0.014946153,0.0004627326,0.017980468,0.00037621584,0.00032682338,0.7083991],"study_design_scores_gemma":[0.008960627,0.0020895186,0.90726715,0.00007967767,0.00015846248,0.00006217427,0.0015257181,0.0007248295,0.07397801,0.00019225082,0.0048271203,0.00013447656],"about_ca_topic_score_codex":0.00034274103,"about_ca_topic_score_gemma":0.000075238975,"teacher_disagreement_score":0.70826465,"about_ca_system_score_codex":0.00015794439,"about_ca_system_score_gemma":0.000045170575,"threshold_uncertainty_score":0.503174},"labels":[],"label_agreement":null},{"id":"W2146832784","doi":"10.1109/memea.2011.5966723","title":"Amplitude-based central apnea screening","year":2011,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Élisabeth Bruyère Hospital; Carleton University","funders":"","keywords":"Sleep apnea; Apnea; Amplitude; Variance (accounting); Breathing; Estimator; SIGNAL (programming language); Acoustics; Computer science; Position (finance); Statistics; Medicine; Mathematics; Anesthesia; Optics; Physics","score_opus":0.07224688486058771,"score_gpt":0.30788093257870547,"score_spread":0.23563404771811775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146832784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5307025,0.00005598827,0.26406926,0.0006800807,0.0001708069,0.00067662046,0.000005836892,0.00031801427,0.2033209],"genre_scores_gemma":[0.95260423,3.1146365e-7,0.046203863,0.000389454,0.00008197447,0.000010606758,0.000009765686,0.000021161883,0.0006786333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988,0.000029341354,0.00014373988,0.00022812956,0.00033698458,0.00046185084],"domain_scores_gemma":[0.9992461,0.00003492175,0.00002192562,0.00030321116,0.0001059486,0.00028784716],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001284984,0.000103926155,0.00015465567,0.00011052101,0.00006688525,0.00001827441,0.000101260564,0.000055799774,0.0054512406],"category_scores_gemma":[0.00008543627,0.00008272073,0.00008526225,0.00017408421,0.00014379267,0.000060337166,0.000043449138,0.00018885847,0.00020898573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009500781,0.0005294294,0.8596232,0.00009032856,0.00019620656,0.0002574212,0.0005894208,0.0000029425205,0.013785901,0.0068807798,0.00050376565,0.11659056],"study_design_scores_gemma":[0.003009115,0.00037629312,0.909546,0.000021708765,0.000054741253,0.000030128214,0.0003272823,0.0043572034,0.07895637,0.00014161598,0.0029836101,0.00019589532],"about_ca_topic_score_codex":0.00020145292,"about_ca_topic_score_gemma":0.000010099048,"teacher_disagreement_score":0.42190173,"about_ca_system_score_codex":0.000045418336,"about_ca_system_score_gemma":0.000045959117,"threshold_uncertainty_score":0.9954579},"labels":[],"label_agreement":null},{"id":"W2147374929","doi":"10.1109/nafips.2008.4531220","title":"A fuzzy logic approach to modeling physical activity levels of obstructive sleep apnea patients","year":2008,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Obstructive sleep apnea; Physical activity; Fuzzy logic; Medicine; Obesity; Sleep apnea; Physical therapy; Computer science; Internal medicine; Artificial intelligence","score_opus":0.07898169994760108,"score_gpt":0.31849094384149157,"score_spread":0.2395092438938905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147374929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9158945,0.0000053777735,0.04280448,0.00007626893,0.000059055572,0.0009015872,0.00003285596,0.000061510305,0.04016435],"genre_scores_gemma":[0.98620784,5.569473e-7,0.013374334,0.00006157134,0.000113597955,0.000047637197,0.000009131313,0.00003654065,0.00014878045],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976947,0.000083466875,0.00022954438,0.0005643574,0.000936862,0.0004910951],"domain_scores_gemma":[0.9984313,0.000074042204,0.000070596245,0.0004839578,0.0006095554,0.00033053706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001101494,0.00024792567,0.0005758752,0.0002322808,0.00010831496,0.0000067498745,0.00019500687,0.00010571852,0.00003302339],"category_scores_gemma":[0.0002882991,0.00019803336,0.00018309262,0.0005737899,0.00019474712,0.0001841213,0.00022530001,0.0003693639,0.00005817409],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0074411226,0.03437997,0.18895884,0.0012156836,0.0023391987,0.00012565218,0.021126032,0.023492573,0.20676854,0.02564524,0.00016244643,0.4883447],"study_design_scores_gemma":[0.0055551385,0.001394232,0.46364993,0.000025315607,0.00012814971,0.00006404721,0.0009201378,0.47427055,0.051332045,0.0020418821,0.00000980837,0.00060876313],"about_ca_topic_score_codex":0.00007566177,"about_ca_topic_score_gemma":7.205293e-7,"teacher_disagreement_score":0.48773593,"about_ca_system_score_codex":0.00019239829,"about_ca_system_score_gemma":0.000043800897,"threshold_uncertainty_score":0.8075566},"labels":[],"label_agreement":null},{"id":"W2147640367","doi":"10.1016/j.apmr.2009.08.008","title":"Article 5: Early Sleep Apnea Detection and Treatment in Stroke Rehabilitation","year":2009,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polysomnography; Rehabilitation; Stroke (engine); Obstructive sleep apnea; Physical therapy; Montreal Cognitive Assessment; Randomized controlled trial; Apnea–hypopnea index; Apnea; Anesthesia; Internal medicine; Cognitive impairment","score_opus":0.008622188195911146,"score_gpt":0.29149430525248693,"score_spread":0.2828721170565758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147640367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99220973,0.00010774291,0.0004028182,0.005929198,0.000017679926,0.00064063835,0.000002182991,0.000017380398,0.0006726201],"genre_scores_gemma":[0.9971372,0.000010002341,0.0026755193,0.000025781243,0.00009815045,0.000027827622,0.0000032617295,0.000007434636,0.000014829275],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989385,0.00013144145,0.0002650962,0.00027628732,0.00022333294,0.00016532524],"domain_scores_gemma":[0.99693286,0.002680961,0.000057089597,0.00015703854,0.000050536422,0.000121529774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001414315,0.000119968354,0.0003230413,0.00033696266,0.000038866325,0.0000040521472,0.000023841698,0.00003342227,0.000002939598],"category_scores_gemma":[0.0011264593,0.00008677573,0.000064695094,0.00020261556,0.0005993838,0.000121833786,0.0000121572975,0.00012109832,0.0000010407804],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062996853,0.00042610217,0.044283208,0.0000888801,0.00001816036,0.0000015134092,0.015883284,0.0000060840575,0.33521518,0.0012233114,4.7072012e-7,0.6022239],"study_design_scores_gemma":[0.003432786,0.026179766,0.9338652,0.00011474595,0.00005143171,0.000002514997,0.0032241393,0.013495528,0.0053855707,0.014159224,0.000018256791,0.00007087367],"about_ca_topic_score_codex":0.00014774344,"about_ca_topic_score_gemma":0.000031164673,"teacher_disagreement_score":0.889582,"about_ca_system_score_codex":0.000038287555,"about_ca_system_score_gemma":0.0000074749228,"threshold_uncertainty_score":0.35386118},"labels":[],"label_agreement":null},{"id":"W2147708041","doi":"10.1136/bmjopen-2013-004097","title":"Postoperative vascular complications in unrecognised Obstructive Sleep apnoea (POSA) study protocol: an observational cohort study in moderate-to-high risk patients undergoing non-cardiac surgery","year":2014,"lang":"en","type":"article","venue":"BMJ Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; Toronto Western Hospital; The Scarborough Hospital","funders":"Health and Medical Research Fund; Food and Health Bureau; Chinese University of Hong Kong; Universiti Malaya; University of Toronto","keywords":"Medicine; Observational study; Cardiac surgery; Cohort study; Cohort; Epidemiology; Pediatrics; Internal medicine","score_opus":0.10294905444027141,"score_gpt":0.4146851729061025,"score_spread":0.3117361184658311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147708041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6525562,2.9639395e-7,0.0002632975,0.0001134992,0.000080489976,0.34639776,0.00004795956,0.000022294855,0.000518183],"genre_scores_gemma":[0.6862468,1.4814499e-7,0.0012642345,0.000120029785,0.000047388818,0.3120467,0.00020152162,0.000056505894,0.00001662969],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930416,0.0026560433,0.0011011669,0.0012579897,0.0013480062,0.0005952201],"domain_scores_gemma":[0.9960534,0.0009684857,0.00029401013,0.0012397894,0.0010977252,0.00034657726],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0044747316,0.00041695274,0.0012553341,0.00062635157,0.00032309696,0.00024658613,0.00060049415,0.00011538014,0.00007632575],"category_scores_gemma":[0.00202407,0.00039305494,0.000116668205,0.0013351784,0.00008478001,0.0008088539,0.00072721165,0.00057374133,0.0000830838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018994545,0.0057125296,0.984098,0.000035447123,0.00038778275,0.0000151557315,0.0028134645,0.0013021358,0.000045079163,0.000048189362,0.000023902721,0.003618866],"study_design_scores_gemma":[0.010370845,0.0020346635,0.97732955,0.00010447869,0.00008740288,8.905993e-7,0.0034026143,0.0059060035,0.00009803846,0.0002234114,0.000014279973,0.00042782922],"about_ca_topic_score_codex":0.0034100153,"about_ca_topic_score_gemma":0.004745941,"teacher_disagreement_score":0.03435107,"about_ca_system_score_codex":0.0006819397,"about_ca_system_score_gemma":0.00040519368,"threshold_uncertainty_score":0.9998521},"labels":[],"label_agreement":null},{"id":"W2147903270","doi":"10.1016/s0954-6111(03)00188-4","title":"Sleep breathing disorders in patients with idiopathic Parkinson's disease","year":2003,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":176,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Christie (Canada); McGill University","funders":"","keywords":"Medicine; Polysomnography; Hypopnea; Obstructive sleep apnea; Apnea–hypopnea index; Internal medicine; Spirometry; Epworth Sleepiness Scale; Apnea; Sleep apnea; Anesthesia; Excessive daytime sleepiness; Physical therapy; Sleep disorder; Cardiology; Asthma; Insomnia; Psychiatry","score_opus":0.01404653153000956,"score_gpt":0.2710877365300828,"score_spread":0.2570412050000732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147903270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904375,0.0029118035,0.00023459013,0.00058331626,0.00017083212,0.0010415815,0.0000036144381,0.000070709655,0.0045460574],"genre_scores_gemma":[0.998814,0.000016143193,0.000086692606,0.00077549083,0.0001392949,0.00006296117,0.0000088838915,0.000064673084,0.000031865024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969449,0.0003156681,0.00041595026,0.00056863663,0.0011627527,0.0005920667],"domain_scores_gemma":[0.99834526,0.00007234332,0.000105127845,0.00062639377,0.00019166627,0.00065920956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008929251,0.00029294993,0.0005100447,0.00048574468,0.00009873765,0.0000095744535,0.00013799657,0.00009575409,0.00021779233],"category_scores_gemma":[0.001449896,0.00020956497,0.000055662153,0.00078657607,0.00041595448,0.00015301457,0.000034488523,0.0005821005,0.00003921368],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000941184,0.00034355308,0.9841202,0.00020057973,0.0000395674,0.00017807317,0.00018333948,0.000013979248,0.000120813325,0.00037216145,0.000039531264,0.013447021],"study_design_scores_gemma":[0.011422269,0.0012642937,0.9681821,0.00049690146,0.00008397878,0.0000038309904,0.0001717013,0.000075502605,0.00007520403,0.00009943172,0.017900245,0.0002245493],"about_ca_topic_score_codex":0.000027858789,"about_ca_topic_score_gemma":0.00003474033,"teacher_disagreement_score":0.017860714,"about_ca_system_score_codex":0.00028102766,"about_ca_system_score_gemma":0.000120804136,"threshold_uncertainty_score":0.8545811},"labels":[],"label_agreement":null},{"id":"W2147998456","doi":"10.1109/icassp.2014.6854267","title":"Subject independent identification of breath sounds components using multiple classifiers","year":2014,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; University of Toronto; Toronto Rehabilitation Institute; Toronto Metropolitan University; University Health Network","funders":"","keywords":"Support vector machine; Naive Bayes classifier; Artificial intelligence; Speech recognition; Computer science; Sleep apnea; Pattern recognition (psychology); Subject (documents); Random forest; Noise (video); Obstructive sleep apnea; Medicine; Internal medicine","score_opus":0.05094650081351604,"score_gpt":0.32143591963638674,"score_spread":0.2704894188228707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147998456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9578598,0.000010620953,0.038639244,0.00007329469,0.00014536578,0.00031533357,0.0000050761278,0.000036131933,0.0029151037],"genre_scores_gemma":[0.99804854,0.0000015495582,0.0013783491,0.000025880401,0.00006116467,0.000005314394,0.000027755108,0.000020711688,0.00043075936],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984523,0.00009568966,0.00034880507,0.0002552836,0.0006164487,0.00023144364],"domain_scores_gemma":[0.9990132,0.00011192073,0.00012259434,0.00038413698,0.00024190251,0.00012627657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005142273,0.000105638464,0.00023455103,0.00022242355,0.00006451709,0.000019165418,0.000114619324,0.00008342128,0.00013164357],"category_scores_gemma":[0.00028049506,0.00009163923,0.00008331608,0.00021254564,0.00013565156,0.000096008436,0.00006660855,0.00016131134,0.00004141879],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011390454,0.0001354878,0.36787415,0.00005683914,0.00006543513,0.0000020295736,0.00009407553,0.000016874561,0.6271179,0.00036519518,0.000011996367,0.00414616],"study_design_scores_gemma":[0.002191982,0.00010308899,0.6944407,0.000022688566,0.00006168878,0.000032817185,0.0003070676,0.13813354,0.16436489,0.00013314023,0.00010417586,0.000104175146],"about_ca_topic_score_codex":0.000363074,"about_ca_topic_score_gemma":0.00002372891,"teacher_disagreement_score":0.46275297,"about_ca_system_score_codex":0.00016920849,"about_ca_system_score_gemma":0.000026613181,"threshold_uncertainty_score":0.37369394},"labels":[],"label_agreement":null},{"id":"W2148221079","doi":"10.1152/japplphysiol.90494.2008","title":"Origins of the inhibiting effects of nasal CPAP on nonnutritive swallowing in newborn lambs","year":2008,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Anesthesia; Continuous positive airway pressure; Swallowing; Airway; Respiratory system; Surgery; Internal medicine; Obstructive sleep apnea","score_opus":0.012511877450333378,"score_gpt":0.2695441081597888,"score_spread":0.2570322307094554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148221079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99798554,0.000048529135,0.000023220742,0.00012193534,0.00014036792,0.00031014008,0.0000020576872,0.000002800151,0.0013653978],"genre_scores_gemma":[0.9987826,0.000021536534,0.00082077214,0.00010064223,0.0002494546,0.0000046297837,7.796196e-7,0.000016137756,0.0000034694917],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986162,0.000099581775,0.0005119404,0.00013632304,0.00039225185,0.00024368548],"domain_scores_gemma":[0.99854773,0.00059075677,0.00042824438,0.00016663007,0.00020055719,0.00006610753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024105463,0.0001230025,0.0006111672,0.00024026292,0.00004002076,0.0000011709698,0.00017126984,0.00010159393,0.000009371781],"category_scores_gemma":[0.00022635426,0.00008116169,0.00017797727,0.00036284732,0.00028455709,0.000036888712,0.00007780357,0.00070254365,0.000002501995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024246967,0.000379665,0.003634344,0.00018370702,0.00012140495,0.00007496428,0.0006240462,0.00007006528,0.98704726,0.0034290454,0.000017135264,0.0019936508],"study_design_scores_gemma":[0.004443071,0.00092376466,0.28666624,0.00029816333,0.000031774813,0.00006073756,0.0002664453,0.000042011685,0.7063251,0.00077564345,0.00010956713,0.000057424182],"about_ca_topic_score_codex":0.000023354036,"about_ca_topic_score_gemma":0.0000019426077,"teacher_disagreement_score":0.2830319,"about_ca_system_score_codex":0.00025038313,"about_ca_system_score_gemma":0.00012228871,"threshold_uncertainty_score":0.33096778},"labels":[],"label_agreement":null},{"id":"W2148471790","doi":"10.1186/1471-2466-12-60","title":"Obstructive sleep apnea and multimorbidity","year":2012,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; Centre de Santé et de Services Sociaux de Chicoutimi; Université de Sherbrooke","funders":"Institute of Health Services and Policy Research; Canadian Institutes of Health Research; Public Health Agency of Canada; Canadian Health Services Research Foundation","keywords":"Medicine; Multimorbidity; Obstructive sleep apnea; Polysomnography; Odds ratio; Comorbidity; Sleep apnea; Cross-sectional study; Medical record; Internal medicine; Disease; Pediatrics; Apnea; Pathology","score_opus":0.049875274317088325,"score_gpt":0.3283591959696595,"score_spread":0.2784839216525712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148471790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96705806,0.0045948573,0.0012784227,0.0010466963,0.000865609,0.0008506539,0.000013273766,0.00014021518,0.024152217],"genre_scores_gemma":[0.9933185,0.00004895071,0.0035575482,0.00023934754,0.0019790274,0.000047981524,0.0000575629,0.00005029364,0.0007008172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761295,0.00014092251,0.00035880608,0.00042755323,0.0007184685,0.00074130396],"domain_scores_gemma":[0.99802333,0.0003461068,0.00009449329,0.0005076053,0.00018127635,0.00084716297],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006469022,0.00029590094,0.00053970487,0.00026259638,0.00014048364,0.000006423397,0.00012810035,0.00015294275,0.0009840544],"category_scores_gemma":[0.000846381,0.00022111602,0.00007233392,0.0003827974,0.0007944037,0.00029961666,0.00017425312,0.00047938238,0.00012788204],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005716352,0.0003219342,0.9183566,0.0003015488,0.00009723312,0.00013415108,0.0006456656,7.035062e-7,0.02274769,0.0009354645,0.00028677442,0.055600595],"study_design_scores_gemma":[0.0021918146,0.0003064576,0.9842381,0.00006362691,0.00017386186,0.0015179934,0.0012231031,0.0029305005,0.0014894358,0.00018020689,0.0054567307,0.00022820468],"about_ca_topic_score_codex":0.00010879186,"about_ca_topic_score_gemma":0.0000036364881,"teacher_disagreement_score":0.06588146,"about_ca_system_score_codex":0.000133524,"about_ca_system_score_gemma":0.000025590403,"threshold_uncertainty_score":0.9999292},"labels":[],"label_agreement":null},{"id":"W2148538972","doi":"10.1378/chest.119.6.1827","title":"Hemodynamic Effects of Simulated Obstructive Apneas in Humans With and Without Heart Failure","year":2001,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":215,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Hemodynamics; Heart failure; Cardiology; Blood pressure; Internal medicine; Cardiac output; Cardiac index; Cardiorespiratory fitness; Obstructive sleep apnea; Anesthesia; Apnea","score_opus":0.00933917367505816,"score_gpt":0.28064894527206363,"score_spread":0.2713097715970055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148538972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99820423,0.00025979197,0.00043223408,0.00044455176,0.00004569709,0.00036825877,0.0000010029559,0.000014091756,0.00023012821],"genre_scores_gemma":[0.997385,0.000022341843,0.0023871013,0.000031725514,0.00008798011,0.0000029147175,0.0000017358598,0.000031455544,0.000049708888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869,0.00008491962,0.00025369253,0.00021596583,0.00041190704,0.00034351437],"domain_scores_gemma":[0.99914706,0.00010589874,0.000105161795,0.00018011236,0.00022357822,0.00023818809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020045345,0.00016921457,0.00042004758,0.0002980115,0.000072865805,0.000026068745,0.00007973872,0.00009740351,0.00004575925],"category_scores_gemma":[0.0001736807,0.00012639996,0.000050741975,0.00036744063,0.00028363016,0.00015731234,0.000036121066,0.00073284254,0.0000039334504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006591218,0.00014185236,0.94899756,0.00025072283,0.00012779681,0.00033341596,0.00061614113,0.00008558924,0.046864204,0.000028291555,0.0000054434067,0.0018898376],"study_design_scores_gemma":[0.006987218,0.00077818776,0.9774922,0.00038368328,0.000077347846,0.0024234043,0.0005376871,0.0015963789,0.009173045,0.00024516243,0.00016037548,0.00014527715],"about_ca_topic_score_codex":0.00002529552,"about_ca_topic_score_gemma":0.00004541989,"teacher_disagreement_score":0.037691157,"about_ca_system_score_codex":0.0001608942,"about_ca_system_score_gemma":0.000062737025,"threshold_uncertainty_score":0.51544404},"labels":[],"label_agreement":null},{"id":"W2148641440","doi":"10.1155/2009/675078","title":"Truths and Lies from the Polysomnography ECG Recording: An Electrophysiologist Perspective","year":2009,"lang":"en","type":"article","venue":"Case Reports in Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Polysomnography; Gold standard (test); Confusion; Cardiac electrophysiology; Apnea–hypopnea index; Apnea; Sleep apnea; Obstructive sleep apnea; Intensive care medicine; Cardiology; Anesthesia; Internal medicine; Electrophysiology; Psychology","score_opus":0.02762142991332409,"score_gpt":0.34914262876437097,"score_spread":0.32152119885104685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148641440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856826,0.004175838,0.00008889854,0.0074159177,0.00018122415,0.0005236481,0.0000035099822,0.000063654355,0.0018646953],"genre_scores_gemma":[0.9976389,0.00026535272,0.0005640316,0.00076101266,0.000680665,0.00001608412,0.000024977804,0.00001902942,0.000029990797],"study_design_codex":"case_report","study_design_gemma":"observational","domain_scores_codex":[0.9979599,0.0001582569,0.000457404,0.0006303829,0.00040418535,0.00038987256],"domain_scores_gemma":[0.9983024,0.00030047167,0.00016061339,0.00077318086,0.00022172352,0.0002416029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006707457,0.00022531279,0.00051904254,0.0002538922,0.00015668852,0.000019452647,0.00006888199,0.00011120557,0.00012408971],"category_scores_gemma":[0.0015049137,0.00013418423,0.000064876454,0.0006006841,0.000799526,0.00010841246,0.000029979183,0.0006314361,0.0000011840772],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015030793,0.00067777367,0.24219099,0.000040880186,0.00034491025,0.40550038,0.009164329,0.00000446916,0.19499388,0.0018412347,0.0014649783,0.14227311],"study_design_scores_gemma":[0.0038782044,0.0071993773,0.79237205,0.00036535657,0.00042975013,0.112574905,0.042823996,0.0009608263,0.004826095,0.033198766,0.0008469056,0.0005237975],"about_ca_topic_score_codex":0.0031082553,"about_ca_topic_score_gemma":0.0001280921,"teacher_disagreement_score":0.55018103,"about_ca_system_score_codex":0.00016800071,"about_ca_system_score_gemma":0.000051649884,"threshold_uncertainty_score":0.5471874},"labels":[],"label_agreement":null},{"id":"W2148685898","doi":"10.1097/hjh.0b013e32835bdcda","title":"Effects of continuous positive airway pressure on blood pressure in hypertensive patients with obstructive sleep apnea","year":2012,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Polysomnography; Blood pressure; Ambulatory blood pressure; Sleep apnea; Apnea; Internal medicine; Ambulatory; Anesthesia; Cardiology; Apnea–hypopnea index","score_opus":0.0077001536250298295,"score_gpt":0.22518209665803768,"score_spread":0.21748194303300786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148685898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99443257,0.0036873273,0.000028444805,0.0001935752,0.0003894016,0.0009792034,0.00001718387,0.000009605881,0.0002627016],"genre_scores_gemma":[0.9987128,0.000023333198,0.00071789505,0.00019715329,0.00023568996,0.0000065662407,0.0000064143924,0.0000541873,0.0000459814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971359,0.00026748716,0.00058696885,0.0002641625,0.0012216632,0.00052381697],"domain_scores_gemma":[0.9958179,0.0005842622,0.0006071338,0.00028801968,0.0023653724,0.00033733324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002821564,0.00031102367,0.0011174185,0.0004993742,0.000056748995,0.000010693299,0.00016052224,0.00020583022,0.000022295524],"category_scores_gemma":[0.0009525337,0.00020085007,0.00018584853,0.0003528604,0.00018397291,0.00038027074,0.000075533055,0.000844939,0.000006185787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017278487,0.0085555585,0.74864626,0.00081232586,0.004942156,0.0016280948,0.0020210466,0.00013657,0.19854169,0.00009832099,0.00023797934,0.01710149],"study_design_scores_gemma":[0.013315739,0.006372155,0.85252935,0.0007324418,0.0028384118,0.0005897922,0.0003083989,0.0001315079,0.122841425,0.000010696751,0.00013072084,0.00019936427],"about_ca_topic_score_codex":0.000025192834,"about_ca_topic_score_gemma":0.0000012052589,"teacher_disagreement_score":0.103883065,"about_ca_system_score_codex":0.000047075093,"about_ca_system_score_gemma":0.000047622198,"threshold_uncertainty_score":0.81904286},"labels":[],"label_agreement":null},{"id":"W2148710174","doi":"10.1161/strokeaha.110.596759","title":"Sleep Apnea in Patients With Transient Ischemic Attack and Minor Stroke","year":2010,"lang":"en","type":"article","venue":"Stroke","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Stroke (engine); Obstructive sleep apnea; Sleep apnea; Respiratory disturbance index; Population; Sleep disorder; Hypoxia (environmental); Apnea; Pediatrics; Internal medicine; Physical therapy; Cardiology; Polysomnography; Insomnia","score_opus":0.009781658890264548,"score_gpt":0.2606913755725526,"score_spread":0.25090971668228806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148710174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881275,0.00003132847,0.000050301463,0.00025949994,0.00012192319,0.0005893635,0.00007777997,0.000026106893,0.010716161],"genre_scores_gemma":[0.9977837,0.0000011217273,0.0013295697,0.000055168835,0.000072877345,0.00002542209,0.00002922114,0.000030342846,0.00067256636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851465,0.000021888038,0.00019104147,0.0003631738,0.0004891159,0.0004201298],"domain_scores_gemma":[0.9992267,0.00004224889,0.00003937206,0.0003286857,0.0001277908,0.00023523682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011633595,0.0001743182,0.00025940532,0.00018595174,0.00004103166,0.000019521385,0.00009695926,0.000108119944,0.00021482153],"category_scores_gemma":[0.00005779771,0.00013701609,0.00004214408,0.00014300649,0.00021346992,0.000102177946,0.00004359513,0.00063118426,0.000029627241],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006703519,0.0002548483,0.930359,0.00005924094,0.0000636831,0.000022123999,0.00024652746,8.4734864e-7,0.043880038,0.000017172673,0.00011452168,0.02431164],"study_design_scores_gemma":[0.0075663948,0.00062215416,0.97631204,0.0000150666165,0.000046707035,0.00001069028,0.00015290471,0.00034754587,0.01064013,9.512323e-7,0.0041187895,0.00016661729],"about_ca_topic_score_codex":0.000031013944,"about_ca_topic_score_gemma":0.00012987692,"teacher_disagreement_score":0.045953043,"about_ca_system_score_codex":0.000042880853,"about_ca_system_score_gemma":0.000021303482,"threshold_uncertainty_score":0.55873543},"labels":[],"label_agreement":null},{"id":"W2148891650","doi":"10.1183/09031936.03.00035402","title":"Refractory hypertension and sleep apnoea: effect of CPAP on blood pressure and baroreflex","year":2003,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":300,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; Toronto General Hospital; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; International Society of Nephrology; Heart and Stroke Foundation of Canada","keywords":"Medicine; Blood pressure; Continuous positive airway pressure; Ambulatory blood pressure; Diastole; Cardiology; Baroreflex; Anesthesia; Nocturnal; Internal medicine; Positive airway pressure; Refractory (planetary science); Heart rate; Obstructive sleep apnea","score_opus":0.021970027201958214,"score_gpt":0.2797679735868294,"score_spread":0.2577979463848712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148891650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748508,0.010311291,0.000008309151,0.00004539511,0.00013640491,0.0002567639,0.0000033218926,0.000020125664,0.014367634],"genre_scores_gemma":[0.9990926,0.00010792749,0.00014814545,0.000263739,0.00021955068,0.0000011813919,5.3183044e-7,0.00005986622,0.00010645955],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99686825,0.0016149723,0.0003599132,0.00032278462,0.0005381064,0.00029599512],"domain_scores_gemma":[0.99865174,0.0002481001,0.00017477197,0.00032835148,0.00018467386,0.00041233137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002046909,0.00022056635,0.00039452154,0.00026101177,0.00017548668,0.00003990275,0.00009384846,0.00006751769,0.0001085528],"category_scores_gemma":[0.001061289,0.00015596705,0.00008083807,0.00012566854,0.00023997335,0.000107529006,0.00006663824,0.0008473457,0.00002185117],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021903655,0.0004271258,0.09941983,0.0005025178,0.0012297623,0.004085222,0.00023160854,0.0000089403175,0.78950554,0.00023356131,0.0006956475,0.10146985],"study_design_scores_gemma":[0.024499722,0.027262956,0.60223955,0.00070876535,0.0027619842,0.0063008917,0.00015456356,0.0000628819,0.21919434,0.000039918523,0.11614885,0.00062558387],"about_ca_topic_score_codex":5.736769e-7,"about_ca_topic_score_gemma":1.5221816e-7,"teacher_disagreement_score":0.57031125,"about_ca_system_score_codex":0.0000150238575,"about_ca_system_score_gemma":0.000027584172,"threshold_uncertainty_score":0.6360152},"labels":[],"label_agreement":null},{"id":"W2149131321","doi":"10.1186/1916-0216-42-15","title":"The incidence of early post-operative complications following uvulopalatopharyngoplasty: Identification of predictive risk factors","year":2013,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Joseph's Health Care; University of Alberta; Western University","funders":"","keywords":"Uvulopalatopharyngoplasty; Medicine; Incidence (geometry); Obstructive sleep apnea; Discontinuation; Complication; Anesthesia; Sleep apnea; Apnea; Odds ratio; Airway; Surgery; Airway obstruction; Internal medicine; Polysomnography","score_opus":0.018830699324436102,"score_gpt":0.30000808851677585,"score_spread":0.28117738919233976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149131321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99776125,0.00071157346,0.00022253642,0.00055322365,0.00023804468,0.0004359969,0.000022827073,0.000006323559,0.000048218913],"genre_scores_gemma":[0.99946344,0.00028370426,0.00012367332,0.000025890058,0.000047862883,0.000015631405,0.0000059269423,0.000014440371,0.000019434156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778163,0.00033901914,0.0010472175,0.00017223111,0.00042419272,0.00023568183],"domain_scores_gemma":[0.99480695,0.0024680563,0.0010132825,0.0002600104,0.0012845789,0.00016713694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009659683,0.0001422909,0.0006215003,0.0003367257,0.00021997756,0.000023668477,0.00015036785,0.00011402955,0.000026217722],"category_scores_gemma":[0.0018292792,0.000093282906,0.00027440168,0.00030838884,0.0004455026,0.0004795934,0.000066084074,0.0004944718,0.000005675599],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025174156,0.00012289686,0.9291101,0.000036911846,0.00040842794,0.000012917312,0.0008647307,0.0000034656084,0.068306684,0.00005198443,0.000040534956,0.0007895872],"study_design_scores_gemma":[0.0005151388,0.00056330673,0.9851728,0.00012580563,0.00012518579,0.00013543035,0.00046769023,0.0002557193,0.012420843,0.00014145013,0.00001302886,0.000063564476],"about_ca_topic_score_codex":0.00023856488,"about_ca_topic_score_gemma":0.000010881013,"teacher_disagreement_score":0.056062717,"about_ca_system_score_codex":0.00004976531,"about_ca_system_score_gemma":0.00017768725,"threshold_uncertainty_score":0.38039666},"labels":[],"label_agreement":null},{"id":"W2150175170","doi":"10.4304/jcm.2.2.1-9","title":"HealthGear: Automatic Sleep Apnea Detection and Monitoring with a Mobile Phone","year":2007,"lang":"en","type":"article","venue":"Journal of Communications","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mobile phone; Computer science; Sleep apnea; Sleep (system call); Apnea; Medicine; Telecommunications; Internal medicine; Operating system","score_opus":0.029843366439013634,"score_gpt":0.355923899585083,"score_spread":0.3260805331460694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150175170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837079,0.0020084442,0.0122441,0.0009372404,0.000068338115,0.0002484113,6.017303e-7,0.000020533991,0.0007644164],"genre_scores_gemma":[0.9688698,0.0001893427,0.030779006,0.000020661604,0.00010086629,0.00000822249,4.942478e-7,0.000014343305,0.00001723441],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990205,0.00007616832,0.00035933318,0.000058436886,0.00032139898,0.00016416637],"domain_scores_gemma":[0.9983312,0.0002935685,0.00023624292,0.00052726443,0.00041607185,0.00019567416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085568795,0.000070155365,0.00019495947,0.00026795032,0.00018807178,0.000021179805,0.000187649,0.000042258413,0.0000131680035],"category_scores_gemma":[0.0001152701,0.000054488315,0.00003997376,0.0003251418,0.00015470157,0.00014763493,0.00007570684,0.0005338922,0.000005447998],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043834574,0.0005535993,0.0689478,0.00015260433,0.00032317726,0.000040010542,0.0023488465,0.000024018264,0.06490853,0.000067056026,0.000008564285,0.86218745],"study_design_scores_gemma":[0.0065825274,0.00374904,0.9115677,0.000452423,0.00040162218,0.005734859,0.009745313,0.015476242,0.041850775,0.00021104384,0.0039577545,0.00027069682],"about_ca_topic_score_codex":0.000020328602,"about_ca_topic_score_gemma":0.000025866511,"teacher_disagreement_score":0.8619168,"about_ca_system_score_codex":0.00016022091,"about_ca_system_score_gemma":0.000038789844,"threshold_uncertainty_score":0.23195255},"labels":[],"label_agreement":null},{"id":"W2150278320","doi":"10.1016/j.ijcard.2007.11.063","title":"Relationship between atherosclerosis and the sleep apnea syndrome: An intravascular ultrasound study","year":2008,"lang":"en","type":"article","venue":"International Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Cardiology; Intravascular ultrasound; Internal medicine; Obstructive sleep apnea; Coronary artery disease; Coronary atherosclerosis; Acute coronary syndrome; Polysomnography; Sleep apnea; Apnea; Myocardial infarction","score_opus":0.049116559150597566,"score_gpt":0.32664826982101414,"score_spread":0.2775317106704166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150278320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947521,0.00016780457,0.0031576306,0.0009404888,0.00036494783,0.00026478485,0.00000691995,0.000008417381,0.00033692044],"genre_scores_gemma":[0.99879014,0.000040230207,0.00023099837,0.000065392356,0.0008203277,0.0000072589633,0.000006397411,0.00001586479,0.000023378576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788505,0.0006204566,0.00045480422,0.00015982361,0.0007242529,0.00015563398],"domain_scores_gemma":[0.99763167,0.0011795071,0.0001911719,0.00020789534,0.0006570118,0.00013271751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013425981,0.00011321305,0.00047213928,0.00023114248,0.00011331855,0.000024334397,0.0003251274,0.00008434383,0.00002006576],"category_scores_gemma":[0.0012929793,0.000073211544,0.00018950045,0.000109787594,0.0005953154,0.00016990102,0.00006710735,0.00053946173,0.000008704073],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003309802,0.00005117595,0.99572814,0.0000023155753,0.0013645102,0.0003027186,0.0007434521,0.000062752835,0.0001775978,0.0002850264,0.000023468101,0.00092788215],"study_design_scores_gemma":[0.005348085,0.00072737114,0.976066,0.0000061293545,0.00022571807,0.016228369,0.00064532325,0.000021034726,0.000041496063,0.00046227666,0.00016751142,0.000060681527],"about_ca_topic_score_codex":0.000021708303,"about_ca_topic_score_gemma":0.0000019009711,"teacher_disagreement_score":0.019662116,"about_ca_system_score_codex":0.0000979446,"about_ca_system_score_gemma":0.00003983171,"threshold_uncertainty_score":0.29854798},"labels":[],"label_agreement":null},{"id":"W2150478582","doi":"10.1016/j.rmed.2003.11.002","title":"A randomized trial of auto-titrating CPAP and fixed CPAP in the treatment of obstructive sleep Apnea–Hypopnea","year":2003,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Randomized controlled trial; Hypopnea; Anesthesia; Apnea; Sleep (system call); Apnea–hypopnea index; Polysomnography; Sleep apnea; Internal medicine","score_opus":0.04723100384859391,"score_gpt":0.33925649150483783,"score_spread":0.2920254876562439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150478582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98410594,0.004316442,0.00011449303,0.00038072866,0.00022895362,0.003591232,0.0000071056056,0.000017508877,0.007237595],"genre_scores_gemma":[0.99878126,0.00011672739,0.00039317686,0.00014929583,0.0002586202,0.00023075621,0.000005334384,0.000028371682,0.00003648044],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.995718,0.0014721551,0.0011271442,0.0004039998,0.0009028334,0.00037584943],"domain_scores_gemma":[0.9964527,0.0021618102,0.0003987619,0.0005756925,0.0002533854,0.00015763994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028894623,0.00029866493,0.0016207393,0.00040516432,0.00006891835,0.0000059518184,0.00013788157,0.00015100658,0.00015359648],"category_scores_gemma":[0.003859328,0.00016910327,0.00019416519,0.000631495,0.001316798,0.00006753117,0.000017977569,0.00027835916,0.0000021840067],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8380206,0.0020415434,0.012409461,0.0006547811,0.0010030989,0.00025345662,0.017352657,0.000010448638,0.06535947,0.010447373,0.00004273052,0.052404385],"study_design_scores_gemma":[0.9697235,0.006605552,0.004309359,0.00017842278,0.0004425343,0.00003744614,0.003565793,0.0003800525,0.012960843,0.00040749338,0.0012383395,0.00015061535],"about_ca_topic_score_codex":0.00009363295,"about_ca_topic_score_gemma":0.000019729841,"teacher_disagreement_score":0.13170296,"about_ca_system_score_codex":0.00014689757,"about_ca_system_score_gemma":0.000119273354,"threshold_uncertainty_score":0.6895831},"labels":[],"label_agreement":null},{"id":"W2150620221","doi":"10.1007/s11325-005-0038-6","title":"The effect of oral appliance therapy on blood pressure in patients with obstructive sleep apnea","year":2006,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Blood pressure; Respiratory disturbance index; Obstructive sleep apnea; Ambulatory blood pressure; Anesthesia; Continuous positive airway pressure; Ambulatory; Sleep apnea; Apnea; Positive airway pressure; Cardiology; Internal medicine; Polysomnography","score_opus":0.005146877226380764,"score_gpt":0.2368799151394895,"score_spread":0.23173303791310873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150620221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99690247,0.00077204884,0.000034650355,0.00007877428,0.000054961176,0.000982334,0.000010960458,0.000020916585,0.0011428889],"genre_scores_gemma":[0.9996121,0.000007243562,0.00018593142,0.000018258728,0.0000506314,0.0000463792,0.000011193996,0.000026132531,0.000042138574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854094,0.000121634235,0.0002044376,0.000321709,0.0004821391,0.0003291686],"domain_scores_gemma":[0.9992117,0.0002556466,0.0000935192,0.00028520997,0.00009426867,0.000059630824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028662832,0.0002007679,0.0003214265,0.000090776164,0.00013775441,0.00002993118,0.00011192296,0.000082206214,0.000007938227],"category_scores_gemma":[0.000041075153,0.00010933441,0.00004819757,0.00024044217,0.00021890321,0.00009278123,0.00004080347,0.00033835447,0.0000019818096],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029884768,0.00021438004,0.8083499,0.00007258481,0.0003109072,0.000020246085,0.00022115467,0.00004000003,0.0006865592,0.0002009512,0.000003112154,0.1868917],"study_design_scores_gemma":[0.01215415,0.0032864646,0.963645,0.000088245804,0.00019646896,0.000011452051,0.0000513259,0.0005746585,0.019579807,0.00011435628,0.00014652529,0.00015158803],"about_ca_topic_score_codex":0.00021911773,"about_ca_topic_score_gemma":0.000017887458,"teacher_disagreement_score":0.18674012,"about_ca_system_score_codex":0.000022391772,"about_ca_system_score_gemma":0.0000060228645,"threshold_uncertainty_score":0.4458528},"labels":[],"label_agreement":null},{"id":"W2151560436","doi":"10.1183/09031936.05.00045004","title":"Effect of treating severe nasal obstruction on the severity of obstructive sleep apnoea","year":2005,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Anesthesia; Dilator; Oral appliance; Airway obstruction; Sleep (system call); Obstructive sleep apnea; Mouth breathing; Sleep and breathing; Placebo; Ventilation (architecture); Breathing; Polysomnography; Apnea; Airway; Internal medicine","score_opus":0.02056701763923318,"score_gpt":0.293346418273471,"score_spread":0.27277940063423783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151560436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97901326,0.00017907126,0.000069136615,0.00015862132,0.00022846498,0.0003752372,0.000012249193,0.000025017262,0.019938955],"genre_scores_gemma":[0.9984472,0.0000050719814,0.0003761786,0.0001319684,0.0009033435,0.0000027608987,0.0000013302354,0.000057893732,0.000074248725],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9956023,0.0021723383,0.0006836381,0.00027387214,0.0009210918,0.00034675092],"domain_scores_gemma":[0.9977798,0.00058299303,0.0005620254,0.0004702846,0.0003987821,0.00020613665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026962636,0.00025390318,0.0004479133,0.00025669884,0.00024784185,0.000029255854,0.00030189904,0.00006501376,0.00037704312],"category_scores_gemma":[0.0012719033,0.00016079987,0.00028600826,0.00033933806,0.0003523142,0.00018233908,0.00010068287,0.0010956508,0.00006622634],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035915016,0.00020677161,0.10280756,0.00019839924,0.00055872207,0.00023033727,0.001008132,0.00035813602,0.08372977,0.00032113877,0.00026914154,0.8067204],"study_design_scores_gemma":[0.0069246925,0.006288619,0.610367,0.00041532973,0.00027826973,0.0019932508,0.00072191947,0.0004519129,0.36859798,0.000042906046,0.0035781744,0.00033992456],"about_ca_topic_score_codex":0.0000025050376,"about_ca_topic_score_gemma":9.620798e-7,"teacher_disagreement_score":0.80638045,"about_ca_system_score_codex":0.00024240567,"about_ca_system_score_gemma":0.000052305757,"threshold_uncertainty_score":0.6557228},"labels":[],"label_agreement":null},{"id":"W2151999106","doi":"10.1378/chest.12-2609","title":"Oropharyngeal Crowding and Obesity as Predictors of Oral Appliance Treatment Response to Moderate Obstructive Sleep Apnea","year":2013,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Oral appliance; Internal medicine; Sleep apnea; Receiver operating characteristic; Logistic regression; Apnea–hypopnea index; Hypopnea; Body mass index; Apnea; Continuous positive airway pressure","score_opus":0.022827544192907653,"score_gpt":0.29712036267776093,"score_spread":0.27429281848485326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151999106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966754,0.0002100608,0.0008970984,0.00084083376,0.00018252495,0.0007280842,0.0000118069765,0.000023163284,0.00043108017],"genre_scores_gemma":[0.993989,0.000031211064,0.0052486937,0.000059648504,0.00020685926,0.000040389605,0.0000020879381,0.00003405559,0.00038803718],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9981895,0.00016699974,0.00037228962,0.00032233133,0.0004889224,0.0004599589],"domain_scores_gemma":[0.9982822,0.00014835359,0.0001437723,0.00025243417,0.00043779332,0.00073546206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000394935,0.00023925448,0.00049647887,0.0002369198,0.00020178674,0.000083989195,0.00013315518,0.00010127733,0.00024654757],"category_scores_gemma":[0.00033963326,0.00018666546,0.00010031479,0.00025037673,0.00022267553,0.00029067922,0.00009483799,0.00038308164,0.00008141165],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013267831,0.0007910656,0.3705663,0.00022268952,0.0010469157,0.00060278975,0.0061046616,0.00013505961,0.5007114,0.000120102064,0.00015265998,0.106278546],"study_design_scores_gemma":[0.004196939,0.002452169,0.8666986,0.00007351748,0.00013771448,0.0011470295,0.0010939406,0.0019898769,0.12104592,0.00041278318,0.00052910874,0.00022240951],"about_ca_topic_score_codex":0.000084899824,"about_ca_topic_score_gemma":0.0000031499887,"teacher_disagreement_score":0.49613228,"about_ca_system_score_codex":0.0004991341,"about_ca_system_score_gemma":0.00011498333,"threshold_uncertainty_score":0.76119965},"labels":[],"label_agreement":null},{"id":"W2152201267","doi":"10.1378/chest.119.1.45","title":"Daytime Sleepiness and EEG Spectral Analysis in Apneic Patients Before and After Treatment With Continuous Positive Airway Pressure","year":2001,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Electroencephalography; Anesthesia; Continuous positive airway pressure; Wakefulness; Somnolence; Excessive daytime sleepiness; Obstructive sleep apnea; Apnea; Multiple Sleep Latency Test; Sleep (system call); Sleep Stages; Non-rapid eye movement sleep; Audiology; Polysomnography; Sleep disorder; Internal medicine; Insomnia; Psychiatry; Adverse effect","score_opus":0.005640457084052832,"score_gpt":0.2477862506351284,"score_spread":0.24214579355107557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152201267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99804413,0.00060269336,0.00010662301,0.00041642284,0.00002421144,0.0003579776,0.000020475367,0.0000081230055,0.00041933972],"genre_scores_gemma":[0.99896777,0.00010171769,0.0003984988,0.00003197172,0.00010105023,0.00001595641,0.000018122355,0.000020982487,0.00034390553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987139,0.000069850794,0.00022676244,0.0002847496,0.00033315903,0.00037158758],"domain_scores_gemma":[0.99923074,0.000032858854,0.000088063556,0.00014607134,0.00018805939,0.0003142251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012769659,0.00020297167,0.00045898525,0.0003946294,0.000078213554,0.000064645195,0.000045555847,0.00007430889,0.0001780709],"category_scores_gemma":[0.000025679185,0.00013445708,0.00007162687,0.00045467072,0.00020490098,0.00017223727,0.00003331628,0.00030982148,0.0000032442126],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001222964,0.00034615883,0.97107446,0.000025539412,0.0012384723,0.0009831524,0.0014295451,0.0000054813363,0.00011160094,0.0000024829653,0.0000019916715,0.023558136],"study_design_scores_gemma":[0.005553947,0.002125547,0.9892157,0.00006210347,0.0011666514,0.0005866207,0.0002994723,0.00045807104,0.00025057892,0.000018142657,0.000139477,0.00012372763],"about_ca_topic_score_codex":0.00005216621,"about_ca_topic_score_gemma":0.00027666063,"teacher_disagreement_score":0.023434408,"about_ca_system_score_codex":0.0001757543,"about_ca_system_score_gemma":0.000030218729,"threshold_uncertainty_score":0.5483001},"labels":[],"label_agreement":null},{"id":"W2152402032","doi":"10.1109/iembs.2009.5332870","title":"Acoustic obstructive sleep apnea detection","year":2009,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Obstructive sleep apnea; Apnea; Polysomnography; Sleep apnea; Computer science; Breathing; Artificial intelligence; Speech recognition; Algorithm; Medicine; Anesthesia","score_opus":0.014788659052895564,"score_gpt":0.2895993629726612,"score_spread":0.27481070391976564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152402032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82913107,0.000069427566,0.09623535,0.0010177579,0.00030183638,0.0006504911,0.0000026861385,0.00031529026,0.07227611],"genre_scores_gemma":[0.9968487,0.0000016248214,0.0018398735,0.0003279986,0.00022431811,0.000009674271,0.0000044228773,0.000015717016,0.0007276746],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987507,0.000031990454,0.00017001081,0.00029919264,0.00040239358,0.00034574006],"domain_scores_gemma":[0.9992097,0.000050610288,0.000033101875,0.00029860597,0.00020881007,0.0001991517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010466821,0.00013716404,0.00019723944,0.00018433279,0.00008909775,0.00002110307,0.00007685453,0.0000976268,0.00058901426],"category_scores_gemma":[0.00022270565,0.00011365516,0.000085126885,0.00036895383,0.000076280936,0.00012549375,0.000023894412,0.00029359726,0.00032173266],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002723243,0.000118734155,0.0015434363,0.000016959402,0.00006205281,0.000060486702,0.00009942173,0.000023541294,0.36927825,0.00046973076,0.000027140899,0.6280279],"study_design_scores_gemma":[0.0033795943,0.0018476009,0.56274813,0.000013566059,0.00018128341,0.000546132,0.0009421848,0.038138475,0.38822925,0.0029311187,0.0006634974,0.00037915132],"about_ca_topic_score_codex":0.0000150526375,"about_ca_topic_score_gemma":0.00000930276,"teacher_disagreement_score":0.6276488,"about_ca_system_score_codex":0.00018326515,"about_ca_system_score_gemma":0.000011858807,"threshold_uncertainty_score":0.64492935},"labels":[],"label_agreement":null},{"id":"W2152468079","doi":"10.1378/chest.09-0577","title":"Outcomes of Home-Based Diagnosis and Treatment of Obstructive Sleep Apnea","year":2010,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatchewan Health Authority; Queen's University; University of Alberta; University of Saskatchewan","funders":"","keywords":"Medicine; Continuous positive airway pressure; Epworth Sleepiness Scale; Polysomnography; Obstructive sleep apnea; Pittsburgh Sleep Quality Index; Sleep apnea; Positive airway pressure; Excessive daytime sleepiness; Quality of life (healthcare); Physical therapy; Apnea; Internal medicine; Sleep disorder; Sleep quality; Insomnia","score_opus":0.027379488917630968,"score_gpt":0.30939429753369946,"score_spread":0.2820148086160685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152468079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981337,0.00023456462,0.00012850505,0.0007360857,0.00024556508,0.00022137606,0.00001918672,0.000007154324,0.0002738201],"genre_scores_gemma":[0.99428356,0.000058965034,0.0054526073,0.000014643962,0.00012731807,0.0000152427965,0.0000025977286,0.00001927629,0.000025811247],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988922,0.000037981023,0.00032850762,0.0001504441,0.0003717566,0.00021913977],"domain_scores_gemma":[0.998703,0.00029172172,0.00020569844,0.00023181229,0.00031139623,0.00025637558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001587411,0.00014794996,0.0004821641,0.00023480074,0.00005881921,0.0000130315375,0.000084626845,0.00009088869,0.00028268565],"category_scores_gemma":[0.00026779907,0.0001027082,0.00015993434,0.00014518035,0.00038899056,0.00007161548,0.000022467202,0.00029607755,0.0000031637346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016716268,0.00045685735,0.87335813,0.000063186824,0.00027852863,0.000044999455,0.0003431627,0.0000012968012,0.024227586,0.000060121987,0.0000044735953,0.10099448],"study_design_scores_gemma":[0.0036162727,0.0008394567,0.85270506,0.000015619926,0.00014424612,0.00012733955,0.0002497266,0.00011529985,0.14169228,0.00015471429,0.00026868013,0.000071278046],"about_ca_topic_score_codex":0.00002088145,"about_ca_topic_score_gemma":0.000010350154,"teacher_disagreement_score":0.11746469,"about_ca_system_score_codex":0.00007872174,"about_ca_system_score_gemma":0.00006155856,"threshold_uncertainty_score":0.41883188},"labels":[],"label_agreement":null},{"id":"W2152775725","doi":"10.1186/1916-0216-43-13","title":"Validation of pharyngeal findings on sleep nasopharyngoscopy in children with snoring/sleep disordered breathing","year":2014,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta Hospital","funders":"","keywords":"Kappa; Medicine; Sleep disordered breathing; Cohen's kappa; Otorhinolaryngology; Audiology; Internal medicine; Obstructive sleep apnea; Surgery; Mathematics","score_opus":0.015199036990459098,"score_gpt":0.2785914853937216,"score_spread":0.2633924484032625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152775725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99837655,0.00029357942,0.00009464994,0.0005686177,0.00016016023,0.00029042698,0.0000037805323,0.000011973746,0.00020028724],"genre_scores_gemma":[0.9989431,0.000103979546,0.0005316853,0.00015027075,0.00020440333,0.0000063363386,0.000015277286,0.000034731747,0.000010232176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778754,0.0002516513,0.0007633093,0.00028597843,0.00050177827,0.0004097439],"domain_scores_gemma":[0.9982542,0.0006788671,0.00041149693,0.0002204405,0.00021231735,0.00022269925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012498053,0.0002334265,0.0009950226,0.00095515035,0.00007976726,0.00001803937,0.00012153944,0.00017755879,0.00006535356],"category_scores_gemma":[0.00047592228,0.00018123366,0.00015901928,0.0003930732,0.00019455473,0.00033066145,0.000048125017,0.0007453388,0.0000046747864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00203049,0.00040072552,0.9835453,0.000117166266,0.0002601214,0.00011163427,0.0002185521,0.000024689132,0.009445385,0.000063555955,0.000025347212,0.0037570065],"study_design_scores_gemma":[0.0037241927,0.0016318263,0.9743189,0.0004018556,0.000094676376,0.0016717237,0.000020782107,0.00026611544,0.017624404,0.000072719085,0.000028520826,0.00014423409],"about_ca_topic_score_codex":0.00005726021,"about_ca_topic_score_gemma":0.000005463851,"teacher_disagreement_score":0.009226376,"about_ca_system_score_codex":0.0000799331,"about_ca_system_score_gemma":0.00007134628,"threshold_uncertainty_score":0.73904943},"labels":[],"label_agreement":null},{"id":"W2152940648","doi":"10.1016/j.jsmc.2013.01.001","title":"Sleep and Anesthesia","year":2013,"lang":"en","type":"article","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Anesthesiology; Obstructive sleep apnea; Anesthesia; Airway obstruction; Perioperative; Airway; Continuous positive airway pressure; Sleep medicine; Sleep apnea; Hypoventilation; Sleep (system call); Uvulopalatopharyngoplasty; Positive airway pressure; Apnea; Intensive care medicine; Sleep disorder; Polysomnography; Internal medicine; Insomnia; Respiratory system; Psychiatry","score_opus":0.028325282039277654,"score_gpt":0.33516811151253056,"score_spread":0.3068428294732529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152940648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94809824,0.0012832911,0.00037768422,0.041967712,0.00031169123,0.0011604413,0.0000014612693,0.00014749722,0.006651998],"genre_scores_gemma":[0.990551,0.00018856827,0.0018828844,0.0054611396,0.0008840047,0.00007092594,0.000033362565,0.00006359115,0.0008645059],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975722,0.000098094795,0.00059060997,0.000512831,0.00069498364,0.0005312931],"domain_scores_gemma":[0.99769574,0.00046321604,0.000123953,0.0006362014,0.00043192657,0.0006489441],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006588917,0.0002603463,0.00061252684,0.00024275604,0.00010225406,0.00002107257,0.00017194779,0.00019327496,0.0024737753],"category_scores_gemma":[0.0010830768,0.0001906072,0.00008223431,0.0003710423,0.0007366319,0.00015703683,0.00009255115,0.0005867765,0.000915915],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023158036,0.0003383774,0.28778508,0.0003044335,0.0003290937,0.0004763447,0.0008438634,0.0000012547035,0.0033894333,0.0016905335,0.009941349,0.69466865],"study_design_scores_gemma":[0.012995262,0.004279835,0.87759227,0.00024581203,0.0005909199,0.0019586491,0.0025787542,0.018571228,0.0005338947,0.0036034626,0.076385856,0.0006640396],"about_ca_topic_score_codex":0.00006958586,"about_ca_topic_score_gemma":0.0000028930867,"teacher_disagreement_score":0.6940046,"about_ca_system_score_codex":0.00006236334,"about_ca_system_score_gemma":0.000023107872,"threshold_uncertainty_score":0.999862},"labels":[],"label_agreement":null},{"id":"W2152978497","doi":"10.2310/7070.2004.03074","title":"Lateral Neck Radiography versus Direct Video Rhinoscopy in Assessing Adenoid Size","year":2004,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Adenoid hypertrophy; Adenoid; Airway; Radiography; Otitis; Occlusion; Soft tissue; Radiology; Surgery; Adenoidectomy; Tonsillectomy","score_opus":0.018941753564364124,"score_gpt":0.3156443404157738,"score_spread":0.2967025868514097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152978497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929601,0.0010865424,0.00008244754,0.0029895636,0.00061786565,0.00023192745,9.7128e-7,0.0000139385,0.0020166677],"genre_scores_gemma":[0.99727005,0.00014335742,0.001988438,0.0002470989,0.0003047615,0.0000023576624,8.527081e-7,0.000026325279,0.000016735443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980542,0.00038492074,0.00053389,0.00014240902,0.00043637262,0.00044817835],"domain_scores_gemma":[0.9984151,0.00068627106,0.00027004525,0.00027957011,0.0001829648,0.00016601365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010794823,0.00016585451,0.0005450147,0.00046877042,0.000086935994,0.000027704522,0.0003284414,0.00013349953,0.00014650551],"category_scores_gemma":[0.0006892428,0.00010897436,0.00020146852,0.0006167389,0.00029102014,0.00028990762,0.000073337964,0.001067423,0.000023441884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016973525,0.00084703666,0.73597246,0.00014678374,0.0011962777,0.004554482,0.003030054,0.00048252256,0.23274675,0.00034580994,0.00021663065,0.003487682],"study_design_scores_gemma":[0.01293446,0.0019122672,0.96764314,0.00015226951,0.00018816449,0.0026898608,0.00022128546,0.000046770787,0.0131568415,0.00059068034,0.00033446666,0.00012979041],"about_ca_topic_score_codex":0.000116369025,"about_ca_topic_score_gemma":0.000028116361,"teacher_disagreement_score":0.23167071,"about_ca_system_score_codex":0.000252041,"about_ca_system_score_gemma":0.00015260869,"threshold_uncertainty_score":0.46374816},"labels":[],"label_agreement":null},{"id":"W2152986718","doi":"10.1378/chest.08-0886","title":"Tumor Necrosis Factor-α Expression in Uvular Tissues Differs Between Snorers and Apneic Patients","year":2008,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; Obstructive sleep apnea; Tumor necrosis factor alpha; Proinflammatory cytokine; Neutrophilia; Pathology; Internal medicine; Apnea–hypopnea index; Apnea; Inflammation; Polysomnography","score_opus":0.03449452312017692,"score_gpt":0.2955682077747032,"score_spread":0.2610736846545263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152986718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990581,0.00020789067,0.00005880468,0.0002061952,0.000100515106,0.00020994204,0.000007778589,0.000014488474,0.00013624139],"genre_scores_gemma":[0.99887055,0.00010185329,0.00069512666,0.000034765573,0.00021086374,0.000004269653,0.000008806003,0.00002808839,0.000045696033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846274,0.00008437647,0.00029722686,0.00021889896,0.00055554183,0.00038119522],"domain_scores_gemma":[0.9991577,0.000079013094,0.00009850403,0.0001518491,0.00010413314,0.00040878385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013689681,0.00016223974,0.00034311626,0.00027165498,0.00017863724,0.000032689346,0.00011139509,0.00006665836,0.00014276423],"category_scores_gemma":[0.0002514063,0.00012689318,0.000063203865,0.0001741735,0.00019932179,0.00018975626,0.00007959922,0.0006522802,0.000017305429],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008987297,0.00009530341,0.9816262,0.000049368682,0.000025781135,0.00026732616,0.0007396939,2.771502e-7,0.0071273963,3.6348885e-7,0.000085423024,0.009892996],"study_design_scores_gemma":[0.002766704,0.00030763913,0.9675769,0.000116968986,0.00001730635,0.00016645876,0.00014282188,0.000015997934,0.028365616,0.000035590852,0.0003704045,0.00011759223],"about_ca_topic_score_codex":0.000013573874,"about_ca_topic_score_gemma":0.0000010033905,"teacher_disagreement_score":0.021238219,"about_ca_system_score_codex":0.00019864118,"about_ca_system_score_gemma":0.000033976943,"threshold_uncertainty_score":0.5174554},"labels":[],"label_agreement":null},{"id":"W2153307259","doi":"10.1183/09031936.00048610","title":"Increased upper airway cytokines and oxidative stress in severe obstructive sleep apnoea","year":2010,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; McGill University Health Centre; McGill University","keywords":"Medicine; Airway; Oxidative stress; Sleep (system call); Continuous positive airway pressure; Immunology; Obstructive sleep apnea; Cardiology; Internal medicine; Anesthesia","score_opus":0.017748509113207408,"score_gpt":0.2777222230667246,"score_spread":0.2599737139535172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153307259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98204494,0.00026344103,0.000041889274,0.00020280898,0.00033860002,0.00034158083,0.00003092165,0.000039299488,0.016696552],"genre_scores_gemma":[0.9973624,0.00001451369,0.0010822496,0.00038942424,0.00093771465,0.000004839325,0.000004915433,0.000086715794,0.00011722613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969799,0.00082953245,0.0005317694,0.0004687824,0.00064282544,0.0005471846],"domain_scores_gemma":[0.99815106,0.00018311609,0.00021679586,0.00040937867,0.0004171851,0.00062245916],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0013137354,0.00030953594,0.0003986565,0.00058874855,0.00024217094,0.00013428925,0.0002849969,0.00010326543,0.00067393435],"category_scores_gemma":[0.0010104168,0.00025573932,0.00010817489,0.00036959778,0.0004285264,0.00039344616,0.0002198686,0.0023893241,0.00011578897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006363825,0.00020989304,0.6599409,0.000045072695,0.00014314464,0.0025648167,0.000817561,0.00000563744,0.28784516,0.00018994739,0.00013117884,0.047470305],"study_design_scores_gemma":[0.004926474,0.00047584358,0.9601808,0.000111249254,0.000047867197,0.0015671988,0.0009917779,0.000062600775,0.02440549,0.00007957755,0.0068338932,0.00031723003],"about_ca_topic_score_codex":0.000012705582,"about_ca_topic_score_gemma":0.00003881884,"teacher_disagreement_score":0.3002399,"about_ca_system_score_codex":0.00012061922,"about_ca_system_score_gemma":0.000101516,"threshold_uncertainty_score":0.9999895},"labels":[],"label_agreement":null},{"id":"W2153401815","doi":"10.1016/j.sleep.2014.12.007","title":"Biomarkers associated with obstructive sleep apnea and morbidities: a scoping review","year":2015,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute","keywords":"Obstructive sleep apnea; Medicine; Polysomnography; Biomarker; Comorbidity; Intensive care medicine; Sleep apnea; Internal medicine; Pediatrics; Physical therapy; Apnea","score_opus":0.07902436879221665,"score_gpt":0.3885589072601994,"score_spread":0.3095345384679828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153401815","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002054139,0.98531395,0.00006817534,0.0005305451,0.00048322225,0.0077162837,0.00009943688,0.00019646935,0.005571355],"genre_scores_gemma":[0.000028642522,0.9964624,0.0002635672,0.00038987483,0.0006470619,0.00063905324,0.0010127194,0.0002696842,0.00028698475],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9929095,0.0007458749,0.0015968328,0.0014374781,0.0022035814,0.0011067713],"domain_scores_gemma":[0.99438584,0.0010109222,0.0011036213,0.0012127191,0.0011253814,0.0011615367],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0022743775,0.0012803739,0.006890181,0.0008940827,0.00017679055,0.000031981628,0.00044213797,0.0005929395,0.0006262466],"category_scores_gemma":[0.004251406,0.0008191132,0.00036811674,0.0020798028,0.0017930024,0.0001985423,0.00031030868,0.0015159514,0.00007209306],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072783725,0.0000760094,0.00006528924,0.19864029,0.0028852418,0.00051661633,0.000148471,3.947155e-8,6.033993e-7,0.000028795814,0.0010958172,0.79647005],"study_design_scores_gemma":[0.0039535104,0.0014824113,0.0000649647,0.8323981,0.012789952,0.0013264741,0.0003755704,0.00003615131,9.2519707e-7,0.000032248074,0.14665498,0.00088472106],"about_ca_topic_score_codex":0.000059798473,"about_ca_topic_score_gemma":0.000024715706,"teacher_disagreement_score":0.79558533,"about_ca_system_score_codex":0.0010734265,"about_ca_system_score_gemma":0.0006233344,"threshold_uncertainty_score":0.9999948},"labels":[],"label_agreement":null},{"id":"W2153829145","doi":"10.1111/jsm.12128","title":"Effects of Surgical vs. Nonsurgical Therapy on Erectile Dysfunction and Quality of Life in Obstructive Sleep Apnea Syndrome: A Pilot Study","year":2013,"lang":"en","type":"article","venue":"The Journal of Sexual Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Interquartile range; Obstructive sleep apnea; Epworth Sleepiness Scale; Continuous positive airway pressure; Erectile dysfunction; Polysomnography; Quality of life (healthcare); Uvulopalatopharyngoplasty; Body mass index; Apnea–hypopnea index; Anesthesia; Sleep apnea; Apnea; Internal medicine","score_opus":0.04445982275831703,"score_gpt":0.329877939769401,"score_spread":0.285418117011084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153829145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960879,0.000937092,0.00003111539,0.0011344566,0.00028277148,0.0013670565,0.0000017466843,0.000006878434,0.00015096144],"genre_scores_gemma":[0.9994741,0.00014789458,0.000028148232,0.000063758125,0.0002208196,0.000015280295,8.6631167e-7,0.000022376758,0.000026746131],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957317,0.0012357406,0.0011893957,0.0002063056,0.0013637285,0.00027311107],"domain_scores_gemma":[0.9943928,0.0037585176,0.0006738885,0.00030046672,0.0005856953,0.00028862397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029028007,0.00022942827,0.0013172344,0.0004410159,0.00004692617,0.0000048110132,0.00019968918,0.00007512398,0.00022214965],"category_scores_gemma":[0.0015100797,0.00012048991,0.000030330224,0.0005591895,0.0006989306,0.00012528252,0.00006612293,0.00088639866,0.000004072622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.09116927,0.012294257,0.47855416,0.0013066924,0.0022394308,0.00063845253,0.012192448,0.00004105441,0.3415143,0.0001794016,0.00015423959,0.059716303],"study_design_scores_gemma":[0.021535281,0.09143525,0.8801831,0.0001866899,0.00014659832,0.0005157441,0.0040616607,0.0000553374,0.0017073564,0.00007735777,0.0000073854853,0.000088247376],"about_ca_topic_score_codex":0.0013595538,"about_ca_topic_score_gemma":0.000025651363,"teacher_disagreement_score":0.40162894,"about_ca_system_score_codex":0.000096380994,"about_ca_system_score_gemma":0.00005236359,"threshold_uncertainty_score":0.4913436},"labels":[],"label_agreement":null},{"id":"W2154741407","doi":"10.1177/1352458512446038","title":"Reply: ‘Obstructive sleep apnea is associated with fatigue in multiple sclerosis’ by Kaminska et al.","year":2012,"lang":"en","type":"letter","venue":"Multiple Sclerosis Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Multiple sclerosis; Obstructive sleep apnea; Medicine; Physical medicine and rehabilitation; Sleep (system call); Sleep apnea; Cardiology; Physical therapy; Internal medicine; Psychiatry","score_opus":0.09591355103709585,"score_gpt":0.28802544359828797,"score_spread":0.1921118925611921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154741407","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4398084,0.0022141035,0.0012925033,0.5467771,0.0022012074,0.0040218164,0.0024902758,0.00035739838,0.0008371522],"genre_scores_gemma":[0.5758076,0.0003604938,0.0024060428,0.4167916,0.0017556113,0.00027338404,0.0014170159,0.0006405163,0.0005477903],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.98773104,0.0014838637,0.0019502243,0.0017887253,0.0039857375,0.0030604245],"domain_scores_gemma":[0.99244314,0.0017953072,0.0017355388,0.0014925717,0.0015100244,0.0010234304],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002344277,0.0016282271,0.0025188783,0.0015296434,0.00067286455,0.0005136148,0.0010887774,0.001675407,0.0010077376],"category_scores_gemma":[0.0030669891,0.0013925085,0.000796128,0.0015358065,0.000867417,0.0010816606,0.00042032092,0.014033014,0.00016620391],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079782977,0.0008475757,0.26205155,0.000117818614,0.001969036,0.0005647904,0.0014287103,0.000018477585,0.014290617,7.1401746e-7,0.7069077,0.011005153],"study_design_scores_gemma":[0.035453234,0.0014460972,0.6891216,0.004625956,0.0010117154,0.0010437475,0.0009924963,0.0035763988,0.011841383,0.000027191034,0.24771585,0.0031443136],"about_ca_topic_score_codex":0.0005612992,"about_ca_topic_score_gemma":0.00015655962,"teacher_disagreement_score":0.45919186,"about_ca_system_score_codex":0.0028151288,"about_ca_system_score_gemma":0.00030424687,"threshold_uncertainty_score":0.99990547},"labels":[],"label_agreement":null},{"id":"W2155342090","doi":"10.1164/rccm.200811-1681ed","title":"Sleep-disordered Breathing and Hypertension","year":2009,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Sleep (system call); Sleep disordered breathing; Breathing; Cardiology; Sleep and breathing; Sleep apnea syndromes; Sleep apnea; Intensive care medicine; Polysomnography; Internal medicine; Obstructive sleep apnea; Anesthesia; Apnea","score_opus":0.025997763552786015,"score_gpt":0.3213966151833175,"score_spread":0.29539885163053153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155342090","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19359137,0.040733617,0.00027339248,0.76355374,0.00042218814,0.0003247698,0.000015186454,0.000031118903,0.0010546424],"genre_scores_gemma":[0.54206336,0.00023687784,0.00062564795,0.4521655,0.0048222393,0.000002488885,0.000010233944,0.000056373487,0.000017255097],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967418,0.0003842682,0.0007433722,0.00042614425,0.0012009788,0.0005034602],"domain_scores_gemma":[0.996608,0.00090978015,0.00027985734,0.00031430568,0.0013264144,0.0005615991],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005373115,0.00039463677,0.0015608531,0.0005786942,0.00014122223,0.000030112928,0.0001529128,0.00031641478,0.00007966484],"category_scores_gemma":[0.00225697,0.00027466106,0.00014914027,0.0002955938,0.0028834029,0.00011976213,0.0000688176,0.0033697633,0.0000019841025],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007760306,0.00006629281,0.004608612,0.0012537197,0.00023856355,0.027809052,0.0010989447,1.2450279e-7,0.0020977873,0.00006618302,0.055965506,0.9060192],"study_design_scores_gemma":[0.010095676,0.06920973,0.025518633,0.0045591444,0.004037106,0.03301583,0.020784948,0.00004703721,0.00030834708,0.0006408442,0.8305964,0.0011862994],"about_ca_topic_score_codex":0.000025532498,"about_ca_topic_score_gemma":7.8836877e-7,"teacher_disagreement_score":0.9048329,"about_ca_system_score_codex":0.00010806995,"about_ca_system_score_gemma":0.00010127394,"threshold_uncertainty_score":0.99997056},"labels":[],"label_agreement":null},{"id":"W2156230645","doi":"10.1164/rccm.2503007","title":"Atrial Overdrive Pacing for Sleep Apnea","year":2005,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Sleep apnea; Apnea; Atrial fibrillation; Sleep (system call); Cardiology; Obstructive sleep apnea; Sleep apnea syndromes; Anesthesia; Internal medicine; Polysomnography","score_opus":0.05643010815226932,"score_gpt":0.4182610112377651,"score_spread":0.36183090308549576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156230645","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025964048,0.99624014,0.0011362943,0.00060828315,0.00059036084,0.0007498767,0.000053441378,0.000015661952,0.00034632304],"genre_scores_gemma":[0.009726098,0.97233427,0.001781079,0.0010020245,0.014939505,0.000031407715,0.00002143199,0.00014723119,0.00001698287],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959831,0.00046537805,0.0014881018,0.0004607141,0.0010055909,0.00059708115],"domain_scores_gemma":[0.9937504,0.0028043643,0.0006681131,0.00035881365,0.0014278634,0.0009904542],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010804562,0.0005261912,0.003963449,0.0006884831,0.00014667932,0.000026436806,0.00025134656,0.00023419572,0.0001268247],"category_scores_gemma":[0.005508771,0.00034779633,0.001078065,0.0005064686,0.002402043,0.00012485361,0.00008308437,0.0014435641,0.00000516766],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004587242,0.00003118755,0.00006660556,0.0079093035,0.00038240317,0.00034706361,0.0002481999,1.201612e-7,0.000006690671,0.00034205988,0.00016135896,0.99004626],"study_design_scores_gemma":[0.0025978931,0.015096526,0.000014360381,0.0072778803,0.0060238894,0.0013973741,0.0033901366,0.0000043923856,0.0000050029876,0.000027088792,0.96385705,0.00030841737],"about_ca_topic_score_codex":0.0000042110146,"about_ca_topic_score_gemma":0.0000011312337,"teacher_disagreement_score":0.98973787,"about_ca_system_score_codex":0.00034688288,"about_ca_system_score_gemma":0.00040967038,"threshold_uncertainty_score":0.9998974},"labels":[],"label_agreement":null},{"id":"W2156653147","doi":"10.1007/s11325-015-1183-1","title":"Combined effect of obstructive sleep apnea and chronic smoking on cognitive impairment","year":2015,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Neurocognitive; Medicine; Montreal Cognitive Assessment; Cognition; Confounding; Smoking cessation; Verbal fluency test; Effects of sleep deprivation on cognitive performance; Physical therapy; Sleep apnea; Internal medicine; Neuropsychology; Cognitive impairment; Psychiatry; Pathology","score_opus":0.015223777588137324,"score_gpt":0.28774817004992026,"score_spread":0.27252439246178295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156653147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99509573,0.00076160196,0.0001630749,0.00014066625,0.00016914077,0.0008553501,0.000016563607,0.000046618992,0.0027512615],"genre_scores_gemma":[0.9995716,0.000014853884,0.00011364226,0.000051425122,0.00013396733,0.000033472646,0.00001974683,0.000032359505,0.00002888269],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982335,0.00017642435,0.00025251484,0.00042752264,0.0005253981,0.0003846618],"domain_scores_gemma":[0.99871916,0.0004451387,0.00011019889,0.00019079921,0.00019637895,0.00033831183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062877574,0.00025953294,0.0005122845,0.00021824999,0.00011527861,0.000034015382,0.00006421473,0.00012176091,0.000020269674],"category_scores_gemma":[0.00031995054,0.00020198114,0.00007334235,0.00019679623,0.0003020276,0.00014378387,0.00015771885,0.000392618,0.0000058675514],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007653695,0.00041111698,0.38257885,0.0013605491,0.0016341001,0.0004591761,0.007424579,0.000016007902,0.008767558,0.0007930945,0.000020918442,0.58888036],"study_design_scores_gemma":[0.08775224,0.05550048,0.46587726,0.002802046,0.002585497,0.0012792286,0.008414047,0.02969616,0.34326285,0.0013202019,0.000096556185,0.0014134309],"about_ca_topic_score_codex":0.000080590165,"about_ca_topic_score_gemma":0.0000025169757,"teacher_disagreement_score":0.58746696,"about_ca_system_score_codex":0.00024731422,"about_ca_system_score_gemma":0.000029267329,"threshold_uncertainty_score":0.8236552},"labels":[],"label_agreement":null},{"id":"W2156844291","doi":"10.1136/bmjopen-2014-005680","title":"Developing an index for the orthodontic treatment need in paediatric patients with obstructive sleep apnoea: a protocol for a novel communication tool between physicians and orthodontists","year":2014,"lang":"en","type":"article","venue":"BMJ Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Medicine; Protocol (science); Sleep (system call); Sleep medicine; Index (typography); Alternative medicine; Physical therapy; Sleep disorder; Psychiatry; Pathology; Insomnia","score_opus":0.11000741875140127,"score_gpt":0.42771596223757813,"score_spread":0.31770854348617683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156844291","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3918904,0.000002495906,0.0721295,0.0006124916,0.000016574853,0.53519917,0.000051519866,0.000018732922,0.00007910747],"genre_scores_gemma":[0.47082806,2.3846118e-7,0.054390278,0.00006574343,0.000082624145,0.4744791,0.00009127669,0.00004000266,0.000022671331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841976,0.00017898397,0.0003731154,0.000392426,0.00028768127,0.00034801514],"domain_scores_gemma":[0.9977631,0.0008863648,0.00025026148,0.00065259566,0.00037503734,0.000072664894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009578852,0.0002197433,0.00047573488,0.00013270287,0.00024617792,0.000119964076,0.00036237013,0.00008030409,0.0000022601066],"category_scores_gemma":[0.00038667684,0.0001410412,0.000049545793,0.0003433332,0.00011026498,0.00033224083,0.00023653137,0.00013227278,7.626598e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025250302,0.00023819265,0.7850696,0.00016661573,0.00015352898,3.4804214e-7,0.0007259919,0.000013394348,0.000013874569,0.00056857424,0.0000036455924,0.2105212],"study_design_scores_gemma":[0.022911321,0.0015824861,0.96809757,0.00016353617,0.000120344135,0.0000022009526,0.00041159126,0.0053541763,0.00010120041,0.00027109392,0.0007662252,0.00021826157],"about_ca_topic_score_codex":0.00032995938,"about_ca_topic_score_gemma":0.0010070065,"teacher_disagreement_score":0.21030293,"about_ca_system_score_codex":0.00030808986,"about_ca_system_score_gemma":0.00013777381,"threshold_uncertainty_score":0.5751493},"labels":[],"label_agreement":null},{"id":"W2156869877","doi":"10.1016/s0002-8223(02)90160-4","title":"Lifestyle-related weight gain in obese men with newly diagnosed obstructive sleep apnea","year":2002,"lang":"en","type":"article","venue":"Journal of the American Dietetic Association","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Obstructive sleep apnea; Medicine; Weight gain; Obesity; Sleep (system call); Sleep apnea; Physical therapy; Internal medicine; Pediatrics; Cardiology; Body weight","score_opus":0.009536649412319145,"score_gpt":0.25795416119805675,"score_spread":0.24841751178573762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156869877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98609155,0.00020575654,0.00008419226,0.009594871,0.00014876954,0.00036773435,0.0000037992736,0.000014446444,0.0034888834],"genre_scores_gemma":[0.9977694,0.000103753075,0.0009434053,0.00020365023,0.00018973123,0.000009042044,0.0000011372373,0.00003597695,0.0007438786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99695754,0.00052464934,0.00061840756,0.00019360501,0.0012797286,0.000426081],"domain_scores_gemma":[0.9966274,0.00066440296,0.0017386639,0.00027703983,0.0005137473,0.00017873367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075345434,0.00019160069,0.0006183983,0.00028070272,0.00008782777,0.00003117302,0.00027429362,0.00008004253,0.00012025737],"category_scores_gemma":[0.0022234393,0.00012271071,0.0002024,0.0012486782,0.000218058,0.0001889489,0.0000629357,0.00090676936,0.000024616975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038585285,0.0004541768,0.9651249,0.00001483523,0.0007534097,0.00016407607,0.0018979099,0.0003648902,0.0017385738,0.000020225154,0.0010192975,0.028061839],"study_design_scores_gemma":[0.00499714,0.001028537,0.9803508,0.00013146795,0.00029845219,0.00010302396,0.0015264078,0.010243922,0.0008266541,0.00015249393,0.00017723691,0.00016389102],"about_ca_topic_score_codex":0.000103230814,"about_ca_topic_score_gemma":0.000026650414,"teacher_disagreement_score":0.027897948,"about_ca_system_score_codex":0.001801308,"about_ca_system_score_gemma":0.00005212863,"threshold_uncertainty_score":0.50039977},"labels":[],"label_agreement":null},{"id":"W2157276922","doi":"10.1183/09031936.00122607","title":"Obstructive sleep apnoea and its association with gestational hypertension","year":2009,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal General Hospital; McGill University; Montreal Clinical Research Institute; McGill University Health Centre","funders":"McGill University Health Centre; McMaster University; Royal College of Physicians and Surgeons of Canada; McGill University","keywords":"Sleep (system call); Association (psychology); Medicine; Gestational hypertension; Cardiology; Internal medicine; Gestation; Pregnancy; Psychology; Computer science; Biology","score_opus":0.027618029781880455,"score_gpt":0.2714001870025092,"score_spread":0.2437821572206287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157276922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882509,0.0005347839,0.00018785983,0.0010700104,0.000102950726,0.00018997198,0.0000043510304,0.000037931713,0.009621254],"genre_scores_gemma":[0.9969085,0.000020141086,0.0008566561,0.0013774784,0.000577525,7.929193e-7,0.00000311417,0.000032723256,0.00022307636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790394,0.00041059917,0.00027830474,0.00025319995,0.0008402869,0.00031364535],"domain_scores_gemma":[0.9984533,0.00008905903,0.0002230684,0.00012720774,0.00077318127,0.00033417228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091793336,0.00015919656,0.00020852758,0.00021998568,0.00027545358,0.000090929476,0.00008450152,0.000048752947,0.00010218116],"category_scores_gemma":[0.00052101765,0.000120639445,0.00005093302,0.00019919495,0.000043982687,0.00028274072,0.000027732118,0.0007183881,0.00009436802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028629617,0.0005611137,0.3402857,0.000059203758,0.0007603691,0.00897208,0.0012441158,0.00012142047,0.3076895,0.0016793878,0.0023645717,0.3333996],"study_design_scores_gemma":[0.002950253,0.0011700719,0.9862344,0.000055464796,0.0000732353,0.0017864311,0.00014660943,0.00018671554,0.002364447,0.00007103112,0.0048092245,0.00015209326],"about_ca_topic_score_codex":2.3585498e-7,"about_ca_topic_score_gemma":2.990442e-7,"teacher_disagreement_score":0.64594877,"about_ca_system_score_codex":0.00027946825,"about_ca_system_score_gemma":0.0000612662,"threshold_uncertainty_score":0.49195337},"labels":[],"label_agreement":null},{"id":"W2157485328","doi":"10.1164/rccm.201507-1433ed","title":"Is the Kidney Yet Another Potential End-Organ Casualty of Obstructive Sleep Apnea?","year":2015,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Intensive care medicine; Kidney; Cardiology; Internal medicine","score_opus":0.02818890178129533,"score_gpt":0.3326612494908189,"score_spread":0.3044723477095235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157485328","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10631501,0.013257624,0.0006248734,0.8740258,0.0020649682,0.00077528233,0.00044507478,0.00002875164,0.0024626162],"genre_scores_gemma":[0.60325414,0.00003607629,0.0002462754,0.39009163,0.006190102,0.0000069500047,0.000020221518,0.00009840454,0.000056212997],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943584,0.00083834433,0.001148515,0.0004772711,0.0025357483,0.0006416989],"domain_scores_gemma":[0.99328756,0.0009055465,0.00071065396,0.000661579,0.0036779372,0.00075674953],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001049314,0.00050900155,0.0018067447,0.0005137327,0.00013249626,0.000024021512,0.0004886081,0.00037719516,0.00080437463],"category_scores_gemma":[0.0040894425,0.00030326663,0.0003368157,0.0005627649,0.008184093,0.00012351661,0.000145648,0.0037504947,0.0000063337097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027101391,0.00016752747,0.010122343,0.002310073,0.0018929533,0.010881122,0.011242366,6.292634e-7,0.0052642343,0.00019614065,0.7657689,0.18944357],"study_design_scores_gemma":[0.00694076,0.027480407,0.005553286,0.0015885963,0.0043016877,0.0054353443,0.04358072,0.000018577573,0.003172398,0.0005886972,0.90055245,0.0007870528],"about_ca_topic_score_codex":0.000079942714,"about_ca_topic_score_gemma":0.0000015149235,"teacher_disagreement_score":0.49693912,"about_ca_system_score_codex":0.00023488844,"about_ca_system_score_gemma":0.0006236292,"threshold_uncertainty_score":0.99994195},"labels":[],"label_agreement":null},{"id":"W2157990214","doi":"10.1136/thorax.55.11.940","title":"Ventilatory responses to hypercapnia and hypoxia in relatives of patients with the obesity hypoventilation syndrome","year":2000,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Hypercapnia; Medicine; Hypoventilation; Obesity hypoventilation syndrome; Polysomnography; Body mass index; Anesthesia; Hypoxic ventilatory response; Hypoxia (environmental); Obesity; Cardiology; Internal medicine; Respiratory system; Apnea; Oxygen","score_opus":0.012053791373267037,"score_gpt":0.2679184141801475,"score_spread":0.2558646228068805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157990214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99812585,0.000104447354,0.0000071240383,0.00025172546,0.000013132752,0.0005896959,0.000011865464,0.000011863693,0.00088429265],"genre_scores_gemma":[0.99903214,0.0000051478755,0.00039121122,0.000030835323,0.000007797954,0.000012281412,0.0000054116967,0.000013931733,0.00050123077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990358,0.00011527489,0.00015316223,0.00019056923,0.00034155295,0.00016368074],"domain_scores_gemma":[0.99945843,0.000111501366,0.000036510042,0.0002386465,0.00007868677,0.00007622121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032142384,0.000091809874,0.00019008943,0.00014249097,0.000049107835,0.0000075354446,0.000067970024,0.00004374659,0.0003089222],"category_scores_gemma":[0.00007614223,0.00006109987,0.000023105822,0.00033599584,0.00015649489,0.00009658136,0.000035968504,0.00016093327,0.000032235108],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029358286,0.00020558659,0.98624897,0.000037583064,0.00003383037,0.000021414435,0.00079965463,0.0000070713204,0.001650284,0.000052917374,0.000022237053,0.007984606],"study_design_scores_gemma":[0.0008467364,0.00046551705,0.9974758,0.000059733527,0.000026742122,0.000009978933,0.0001639631,0.00002640187,0.0006441197,0.00006269416,0.00015619643,0.00006210851],"about_ca_topic_score_codex":0.000017779425,"about_ca_topic_score_gemma":0.000009068155,"teacher_disagreement_score":0.011226821,"about_ca_system_score_codex":0.00005310597,"about_ca_system_score_gemma":0.000021154052,"threshold_uncertainty_score":0.33824816},"labels":[],"label_agreement":null},{"id":"W2158119556","doi":"10.1016/j.jsmc.2012.11.010","title":"Evaluation of the Child with Sleep-Disordered Breathing Scheduled for Adenotonsillectomy","year":2013,"lang":"en","type":"article","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep disordered breathing; Adenoidectomy; Triage; Tonsillectomy; Ambulatory; Perioperative; Breathing; Sleep apnea; Intensive care medicine; Physical therapy; Pediatrics; Emergency medicine; Anesthesia; Internal medicine","score_opus":0.0414143567093657,"score_gpt":0.3542850775078101,"score_spread":0.31287072079844436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158119556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95899695,0.0015087186,0.002679802,0.021919446,0.00066000473,0.008027298,0.000014948637,0.00007044969,0.0061223665],"genre_scores_gemma":[0.99573374,0.000024250674,0.0024060488,0.00065034506,0.0004549722,0.0004953323,0.00004372039,0.000066789355,0.00012479772],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9957089,0.00032552218,0.0007623952,0.00047873505,0.0022606165,0.0004638493],"domain_scores_gemma":[0.9944389,0.00069154095,0.00039305893,0.00095253676,0.0033088077,0.00021514027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003191455,0.0002692475,0.0006508272,0.00021900181,0.00021946836,0.000012839447,0.00033019294,0.00017729515,0.0008513347],"category_scores_gemma":[0.006573109,0.00015088634,0.00018152881,0.0007128218,0.0006232367,0.00013740131,0.00010215531,0.0005918115,0.000030975036],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019294155,0.0017436654,0.14484392,0.0012394569,0.0039115353,0.000012195078,0.004898447,0.0006592514,0.006810785,0.0017300434,0.003150529,0.82907075],"study_design_scores_gemma":[0.09044183,0.007837157,0.43394578,0.0024734426,0.009681309,0.00043360438,0.009506392,0.42731348,0.007273312,0.0060439347,0.004117315,0.0009324526],"about_ca_topic_score_codex":0.00009507873,"about_ca_topic_score_gemma":0.000030033856,"teacher_disagreement_score":0.8281383,"about_ca_system_score_codex":0.00017647776,"about_ca_system_score_gemma":0.00020694564,"threshold_uncertainty_score":0.93215185},"labels":[],"label_agreement":null},{"id":"W2158367419","doi":"10.1093/sleep/29.2.244","title":"Oral Appliances for Snoring and Obstructive Sleep Apnea: A Review","year":2006,"lang":"en","type":"review","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":686,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Oral appliance; Obstructive sleep apnea; Continuous positive airway pressure; Adverse effect; Anesthesia; Hypopnea; Placebo; Randomized controlled trial; Sleep apnea; Apnea; Airway; Apnea–hypopnea index; Polysomnography; Internal medicine","score_opus":0.0662397977007736,"score_gpt":0.38821602290311075,"score_spread":0.32197622520233715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158367419","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000048245893,0.98858404,0.00072180195,0.00012078152,0.0004165934,0.006939109,0.00018525652,0.00010055361,0.002927063],"genre_scores_gemma":[0.00001185834,0.9917465,0.0042013437,0.000098662866,0.0007867359,0.0020255917,0.0004052003,0.00017269135,0.00055140076],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962725,0.00015847743,0.00096581556,0.0011310866,0.00062412577,0.000848018],"domain_scores_gemma":[0.99785286,0.00031297386,0.0004620642,0.0007371314,0.00031524093,0.0003197308],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00057190354,0.000783837,0.0035863176,0.00031369567,0.00017851878,0.00005816421,0.0003349826,0.00039470036,0.0001015343],"category_scores_gemma":[0.00036879396,0.0006156261,0.0008217255,0.00067830447,0.00031766703,0.00013935115,0.00024192281,0.0008193358,0.00009886536],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020730067,0.00004637987,0.000052960586,0.15486832,0.00039198273,0.00003375542,0.000009045569,7.053182e-8,5.5685155e-7,0.00032489252,0.00044477364,0.84380656],"study_design_scores_gemma":[0.0008801976,0.00018137717,0.000044066986,0.024350611,0.0039229835,0.00026063144,0.000019068584,0.000050963044,0.0000027770834,0.00016172224,0.969594,0.0005316041],"about_ca_topic_score_codex":0.00002940175,"about_ca_topic_score_gemma":0.00000916279,"teacher_disagreement_score":0.96914923,"about_ca_system_score_codex":0.0003598615,"about_ca_system_score_gemma":0.000092181,"threshold_uncertainty_score":0.9996295},"labels":[],"label_agreement":null},{"id":"W2158444813","doi":"","title":"How, what, and why of sleep apnea. Perspectives for primary care physicians.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; MEDLINE; Intensive care medicine; Primary care; Primary care physician; Pediatrics; Epidemiology; Sleep medicine; Physical therapy; Sleep (system call); Apnea; Sleep disorder; Emergency medicine; Psychiatry; Family medicine; Internal medicine; Insomnia","score_opus":0.023320044236684424,"score_gpt":0.24186518893125766,"score_spread":0.21854514469457323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158444813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91391814,0.050629895,0.0012171052,0.013509563,0.00037504887,0.0063425647,0.000090181085,0.00011268517,0.013804818],"genre_scores_gemma":[0.9973658,0.00019487951,0.00046448314,0.00018206217,0.00022643761,0.0009059255,0.000013566808,0.000030090407,0.0006167825],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998881,0.000028885837,0.00011575842,0.00030432266,0.00029704956,0.0003730021],"domain_scores_gemma":[0.99915653,0.00009147089,0.00005947691,0.00024715517,0.00032165836,0.00012368883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008971467,0.00012418332,0.00029628238,0.00012831435,0.00005253784,0.00005768637,0.000083304585,0.00006101916,0.00001187613],"category_scores_gemma":[0.00015517957,0.000112379756,0.0000980454,0.00017494995,0.00024311918,0.0003433533,0.000053222997,0.00012583609,0.0000011685428],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012812528,0.00013402232,0.0032813903,0.0005532216,0.00014833444,0.000005278123,0.0035854948,2.1239354e-7,0.00084374036,0.00023212626,0.00023737468,0.9908507],"study_design_scores_gemma":[0.007607418,0.0005121055,0.8835841,0.00008062877,0.00035575283,0.000031077998,0.07498439,0.00072462397,0.017943192,0.00026044506,0.013476786,0.0004395048],"about_ca_topic_score_codex":0.000004630194,"about_ca_topic_score_gemma":0.000002717227,"teacher_disagreement_score":0.99041116,"about_ca_system_score_codex":0.00013731138,"about_ca_system_score_gemma":0.0000036640947,"threshold_uncertainty_score":0.45827135},"labels":[],"label_agreement":null},{"id":"W2158624630","doi":"10.1002/14651858.cd006286.pub2","title":"Intranasal corticosteroids for nasal airway obstruction in children with moderate to severe adenoidal hypertrophy","year":2008,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Adenoidectomy; Adenoid; Cochrane Library; Airway obstruction; Nasal administration; Randomized controlled trial; Nose; Placebo; Tonsillectomy; Adenoid hypertrophy; Meta-analysis; Pediatrics; Anesthesia; Airway; Surgery; Internal medicine","score_opus":0.07244234570724445,"score_gpt":0.36111102782458354,"score_spread":0.2886686821173391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158624630","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046782463,0.9577711,0.0025420745,0.000023114519,0.00018125211,0.037868313,0.0010703952,0.00003383294,0.000042062726],"genre_scores_gemma":[0.00009023514,0.9834671,0.008296642,0.000034615055,0.00026418018,0.0053025847,0.00227858,0.00019079573,0.00007523541],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99179304,0.0010812526,0.0040416876,0.0011657649,0.001193744,0.0007244869],"domain_scores_gemma":[0.99467456,0.0005341847,0.0015883805,0.0022295841,0.00052270613,0.00045057287],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013122259,0.0010593334,0.0104933735,0.00090272754,0.00009751233,0.000045537836,0.0006407438,0.00031843578,0.00005670495],"category_scores_gemma":[0.0018117935,0.0006707554,0.0009119117,0.00118675,0.00018538574,0.00024933968,0.00017399271,0.00071838737,0.00013574309],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036025414,0.0001942961,0.00003843854,0.9250706,0.0006829825,0.000054219996,0.000089021734,0.0000033331553,0.000020778349,0.000032452775,0.00027993895,0.073173724],"study_design_scores_gemma":[0.0036309708,0.0010551678,0.000029438852,0.9744902,0.003988447,0.0076834937,0.000050108087,0.00014114172,0.000032467484,0.0000023561065,0.008005541,0.0008906502],"about_ca_topic_score_codex":0.00004087857,"about_ca_topic_score_gemma":0.000022695835,"teacher_disagreement_score":0.072283074,"about_ca_system_score_codex":0.0004932955,"about_ca_system_score_gemma":0.00042506683,"threshold_uncertainty_score":0.99957436},"labels":[],"label_agreement":null},{"id":"W2158690179","doi":"10.1007/s11325-007-0119-9","title":"Functional contribution of mandibular advancement to awake upper airway patency in obstructive sleep apnea","year":2007,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dilator; Medicine; Airway; Obstructive sleep apnea; Oral appliance; Anesthesia; Pharyngeal muscles; Apnea; Sleep apnea; Genioglossus; Surgery","score_opus":0.01223770181204011,"score_gpt":0.2739847404273318,"score_spread":0.2617470386152917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158690179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94725627,0.0004219246,0.049827676,0.00055160344,0.0002600272,0.0006671755,0.000016257849,0.000025777408,0.00097328686],"genre_scores_gemma":[0.9972224,0.000014061505,0.0023362052,0.00013377114,0.00013832477,0.000023384879,0.00004894422,0.00001900033,0.00006390004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810237,0.00004357473,0.00042985025,0.00039534702,0.00054008706,0.00048880145],"domain_scores_gemma":[0.999066,0.00011281814,0.00008387365,0.00020353167,0.00030627605,0.00022748594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007172276,0.00018346796,0.00034547417,0.00039192385,0.000097394804,0.000013617945,0.00006352101,0.000114255294,0.00016041413],"category_scores_gemma":[0.0001941448,0.00016387714,0.000072566916,0.00039681882,0.00009770815,0.00017707593,0.000098235345,0.0002875289,0.000018524775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015112316,0.00037128644,0.5905814,0.00012725384,0.0002173466,0.00022348503,0.0015607066,0.000080326834,0.0631021,0.0045911977,0.0000100392535,0.3376236],"study_design_scores_gemma":[0.00487521,0.0005390002,0.93449104,0.00013832941,0.000088183646,0.00013737673,0.0015297895,0.0012023811,0.05524326,0.0007241976,0.0007755975,0.00025565273],"about_ca_topic_score_codex":0.00009903844,"about_ca_topic_score_gemma":0.000030196683,"teacher_disagreement_score":0.3439096,"about_ca_system_score_codex":0.0002792415,"about_ca_system_score_gemma":0.000016323102,"threshold_uncertainty_score":0.66827154},"labels":[],"label_agreement":null},{"id":"W2158886492","doi":"10.2310/7070.2005.04060","title":"Hydrogen Peroxide Mouth Rinse: An Analgesic Post-Tonsillectomy","year":2005,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Tonsillectomy; Analgesic; Visual analogue scale; Anesthesia; Randomized controlled trial; Acetaminophen; Prospective cohort study; Surgery; Incidence (geometry)","score_opus":0.017060838742379937,"score_gpt":0.2989861078464919,"score_spread":0.2819252691041119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158886492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909526,0.00093950966,0.000100394966,0.0066080363,0.00008649168,0.00025620623,0.0000029780028,0.000019133307,0.0010346565],"genre_scores_gemma":[0.9969904,0.000060040915,0.0010542917,0.0010099424,0.00061755517,0.0000022563258,0.00000334375,0.000033739816,0.00022846874],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99791634,0.0005083,0.00049528317,0.00014508677,0.0005005241,0.00043448835],"domain_scores_gemma":[0.9982039,0.00020723419,0.00026778012,0.00045135827,0.00055019703,0.0003195855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011586231,0.00016997583,0.00045422028,0.00036292922,0.00013272659,0.0000125150755,0.0004406069,0.00012136146,0.0008149847],"category_scores_gemma":[0.00032482317,0.000105242965,0.00016765737,0.00029115143,0.00029676792,0.00024607836,0.000089072026,0.0008829353,0.00015637864],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004971249,0.000843735,0.059013996,0.000047983034,0.0010807731,0.0010423734,0.0042522424,0.00017114844,0.8976113,0.00032236543,0.0003953963,0.030247396],"study_design_scores_gemma":[0.0073756003,0.004737916,0.81163216,0.000046244397,0.0007384453,0.03969909,0.0014792851,0.0013095652,0.12664254,0.00026517466,0.0057667494,0.0003072181],"about_ca_topic_score_codex":0.00004927841,"about_ca_topic_score_gemma":0.000052455183,"teacher_disagreement_score":0.7709688,"about_ca_system_score_codex":0.00016938352,"about_ca_system_score_gemma":0.00016418524,"threshold_uncertainty_score":0.89235115},"labels":[],"label_agreement":null},{"id":"W2158907851","doi":"10.1164/ajrccm.162.3.9806080","title":"Pathophysiological Interactions of Ventilation, Arousals, and Blood Pressure Oscillations during Cheyne–Stokes Respiration in Patients with Heart Failure","year":2000,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Cheyne–Stokes respiration; Non-rapid eye movement sleep; Wakefulness; Medicine; Hyperpnea; Apnea; Anesthesia; Ventilation (architecture); Blood pressure; Cardiology; Internal medicine; Heart failure; Respiratory system; Electroencephalography; Psychiatry","score_opus":0.010231353846390937,"score_gpt":0.2917550009441334,"score_spread":0.28152364709774247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158907851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977304,0.0009158701,0.000014764368,0.0010925946,0.000022852495,0.00016129958,0.000009238222,0.000005609245,0.000047407964],"genre_scores_gemma":[0.99921805,0.00001348179,0.000447392,0.00016183373,0.00013725442,0.0000037565094,0.0000035847747,0.00001034855,0.0000042986994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859685,0.0001884614,0.00045461877,0.00017883937,0.0004195062,0.00016170042],"domain_scores_gemma":[0.99874747,0.00018200206,0.00012170217,0.00012640136,0.0006228784,0.00019952026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018944764,0.000119402255,0.00044793283,0.00023582015,0.00007842368,0.000008080303,0.00004307407,0.0000401103,0.00013546602],"category_scores_gemma":[0.00052261335,0.00008197643,0.00003717472,0.00031032125,0.000952602,0.00017721675,0.000016130889,0.00037589658,3.6882156e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002241242,0.00024030381,0.96602684,0.00021437692,0.00007460916,0.000033858953,0.00089819386,0.000031739528,0.01711716,0.000058643214,0.000013669667,0.013049377],"study_design_scores_gemma":[0.0026689868,0.0073036086,0.9859634,0.00034974376,0.0002828356,0.00005211914,0.0018634421,0.000008043047,0.00085819606,0.000027261154,0.00054547336,0.000076890115],"about_ca_topic_score_codex":0.000011760064,"about_ca_topic_score_gemma":0.000008870657,"teacher_disagreement_score":0.019936573,"about_ca_system_score_codex":0.000020310443,"about_ca_system_score_gemma":0.000038300474,"threshold_uncertainty_score":0.35099018},"labels":[],"label_agreement":null},{"id":"W2159528797","doi":"10.1183/09031936.00032314","title":"The different clinical faces of obstructive sleep apnoea: a cluster analysis","year":2014,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":458,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Institutes of Health; Háskóli Íslands; Landspítali Háskólasjúkrahús; National Heart, Lung, and Blood Institute; University of Pennsylvania","keywords":"Medicine; Cohort; Cluster (spacecraft); Body mass index; Disease; Physical therapy; Cohort study; Pediatrics; Internal medicine","score_opus":0.04194562081147138,"score_gpt":0.3426157554102538,"score_spread":0.30067013459878245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159528797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837312,0.0004587335,0.004125251,0.00047950615,0.0004380071,0.00021599384,0.000004511095,0.000022392878,0.010524392],"genre_scores_gemma":[0.99801224,0.00003577158,0.0002631856,0.00046697262,0.0009657404,0.0000021036208,0.0000013357594,0.000044229666,0.00020839852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99373573,0.0034319207,0.0011272259,0.00034192944,0.0009269844,0.00043623452],"domain_scores_gemma":[0.99688977,0.0008272717,0.00057325565,0.00068706746,0.0005745052,0.00044812533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045973985,0.00022322845,0.000618679,0.00034974265,0.00038588038,0.00010565308,0.00049507734,0.00006347451,0.00016501194],"category_scores_gemma":[0.0017763128,0.0001258401,0.0006934847,0.0005102026,0.00064506073,0.00009519267,0.00023662142,0.0011829039,0.00009035042],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095184054,0.00024993633,0.7724795,0.000028086604,0.003932096,0.00011860986,0.0003145812,0.00008173229,0.0024074283,0.0003671196,0.0006942671,0.21837483],"study_design_scores_gemma":[0.0022881292,0.00083484955,0.9693412,0.000026117337,0.0007963692,0.0000670324,0.00028749366,0.0009335885,0.00068676093,0.000074914715,0.02452658,0.00013693003],"about_ca_topic_score_codex":0.0000010848534,"about_ca_topic_score_gemma":0.0000070873625,"teacher_disagreement_score":0.2182379,"about_ca_system_score_codex":0.00008447437,"about_ca_system_score_gemma":0.000035788904,"threshold_uncertainty_score":0.5139195},"labels":[],"label_agreement":null},{"id":"W2159588066","doi":"10.1093/sleep/28.4.449","title":"The Influence of the Menstrual Cycle on Upper Airway Resistance and Breathing During Sleep","year":2005,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Luteal phase; Menstrual cycle; Hormone; Follicular phase; Airway; Breathing; Medicine; Sleep (system call); Airway resistance; Internal medicine; Sleep disordered breathing; Endocrinology; Physiology; Anesthesia; Obstructive sleep apnea","score_opus":0.005840578892524954,"score_gpt":0.2539753042931553,"score_spread":0.24813472540063033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159588066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99082994,0.0003984168,0.0000043932737,0.0036866288,0.00006740021,0.00032032852,0.0000057351913,0.000022838427,0.0046643396],"genre_scores_gemma":[0.99866384,0.00002988156,0.0002445769,0.00014066385,0.00012112828,0.000013970066,4.3881874e-7,0.000020077629,0.00076541014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985447,0.00008106686,0.00022833215,0.00024801967,0.0005642321,0.0003336482],"domain_scores_gemma":[0.9990146,0.00015131998,0.00008314928,0.000545947,0.00011375899,0.00009118191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029492858,0.00012812864,0.00016094888,0.000051412193,0.00036055938,0.000025877831,0.00021934879,0.00005763592,0.000027773514],"category_scores_gemma":[0.00030468518,0.000072947114,0.00006563732,0.0002003608,0.0003796476,0.00010701616,0.00016040004,0.000358731,0.000020990168],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034180812,0.0005549885,0.3991274,0.0006876872,0.00070278696,0.00010103439,0.009422391,0.0054983925,0.35463735,0.02037794,0.00024055442,0.2052314],"study_design_scores_gemma":[0.0017436033,0.00008779564,0.9178809,0.0001633598,0.000046063113,0.000046508216,0.0004101301,0.0008484922,0.07655337,0.0002288464,0.0018565591,0.00013439321],"about_ca_topic_score_codex":0.000018783063,"about_ca_topic_score_gemma":0.00005196348,"teacher_disagreement_score":0.51875347,"about_ca_system_score_codex":0.00012011417,"about_ca_system_score_gemma":0.000014920411,"threshold_uncertainty_score":0.2974697},"labels":[],"label_agreement":null},{"id":"W2159645010","doi":"10.1016/j.sleep.2014.04.004","title":"An fMRI study of cerebrovascular reactivity and perfusion in obstructive sleep apnea patients before and after CPAP treatment","year":2014,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Transcranial Doppler; Continuous positive airway pressure; Cardiology; Magnetic resonance imaging; Anesthesia; Cerebral perfusion pressure; Internal medicine; Functional magnetic resonance imaging; Perfusion; Radiology","score_opus":0.009332413177311642,"score_gpt":0.2755529159309879,"score_spread":0.26622050275367626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159645010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974249,0.00013826687,0.000049725015,0.0002302364,0.00013027783,0.0017247712,0.0000071074105,0.000025196474,0.00026951302],"genre_scores_gemma":[0.99942577,0.000021672136,0.00015812233,0.00004232402,0.00016198517,0.00009838765,0.000036350528,0.00004116683,0.000014235721],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731076,0.0003372397,0.00046260978,0.00071592786,0.000782005,0.00039148593],"domain_scores_gemma":[0.9984516,0.00013016263,0.00013598929,0.0006672634,0.0002507943,0.00036421357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005310004,0.00033825546,0.00084521784,0.00044061962,0.000073964904,0.0000086619475,0.00009348136,0.00013072632,0.000084310384],"category_scores_gemma":[0.00029932745,0.00023754321,0.000048195732,0.00033025234,0.00042443554,0.0001966516,0.00011575492,0.0002867476,0.000002434997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007168979,0.0016068352,0.74045116,0.00007424379,0.00010774905,0.000020921509,0.007242887,0.0000014584488,0.0016165684,0.000014122044,6.651689e-7,0.24814652],"study_design_scores_gemma":[0.017310385,0.015900252,0.9589118,0.00008542057,0.0003042744,0.000018254483,0.0042683124,0.002190899,0.0007176264,0.00009133796,0.00004407868,0.0001573798],"about_ca_topic_score_codex":0.0010760719,"about_ca_topic_score_gemma":0.0010060045,"teacher_disagreement_score":0.24798913,"about_ca_system_score_codex":0.00021345461,"about_ca_system_score_gemma":0.000011405319,"threshold_uncertainty_score":0.9686731},"labels":[],"label_agreement":null},{"id":"W2160394195","doi":"10.1016/j.jopan.2013.04.084","title":"Obstructive Sleep Apnea in Pediatric Patients: Developing an Effective Preoperative Screening Pathway","year":2013,"lang":"en","type":"article","venue":"Journal of PeriAnesthesia Nursing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Obstructive sleep apnea; Otorhinolaryngology; Tonsillectomy; Pediatrics; Adenoidectomy; Surgery; Anesthesia","score_opus":0.01394137209475344,"score_gpt":0.2847265327540258,"score_spread":0.2707851606592724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160394195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99405795,0.0002433433,0.0032056153,0.0006434728,0.0002502189,0.0011986387,0.0000012254046,0.000021101932,0.00037841528],"genre_scores_gemma":[0.9752547,0.0000068074087,0.023943901,0.00009791117,0.00058051554,0.000036587997,0.0000058082687,0.00006264043,0.0000111290665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99687916,0.0005335456,0.00082205405,0.00036004683,0.00082153286,0.0005836793],"domain_scores_gemma":[0.99722266,0.00023909924,0.0004888335,0.00023483316,0.0014472401,0.0003673543],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006140649,0.0003213349,0.0007151853,0.00089959445,0.00016115983,0.0001266252,0.00024323982,0.00017673093,0.00009342855],"category_scores_gemma":[0.0006008601,0.0002670371,0.00016267486,0.00077506463,0.00017400301,0.0014989062,0.000029154931,0.00081935455,0.000021318003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068981125,0.0005771924,0.6431904,0.000087645225,0.00009286003,0.00026682168,0.009709484,0.00010298333,0.0024728943,0.000166303,0.00001156699,0.34263206],"study_design_scores_gemma":[0.0033194912,0.0015531372,0.98407245,0.0003564833,0.00009005586,0.00051168614,0.0044287047,0.0012962241,0.0037789117,0.00028544108,0.000021440721,0.00028596146],"about_ca_topic_score_codex":0.000023271574,"about_ca_topic_score_gemma":0.0000029842695,"teacher_disagreement_score":0.3423461,"about_ca_system_score_codex":0.0009398033,"about_ca_system_score_gemma":0.00014447853,"threshold_uncertainty_score":0.9999782},"labels":[],"label_agreement":null},{"id":"W2160560287","doi":"10.1111/j.1460-9592.2011.03597.x","title":"Outcome, risk, and error and the child with obstructive sleep apnea","year":2011,"lang":"en","type":"review","venue":"Pediatric Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Tonsillectomy; Risk factor; Pediatrics; Apnea; Polysomnography; Sleep apnea; Intensive care medicine; Anesthesia; Internal medicine","score_opus":0.03074815889585555,"score_gpt":0.3008573564324035,"score_spread":0.270109197536548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160560287","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019756025,0.9935506,0.000053097952,0.00015232494,0.000045802346,0.002737504,0.00001570787,0.00007088038,0.0013984664],"genre_scores_gemma":[0.001826493,0.99607694,0.00067607005,0.000053691834,0.0007136066,0.00027109182,0.000022347904,0.00015219158,0.00020755612],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967716,0.000550967,0.00070057315,0.00086900336,0.00052876025,0.00057914696],"domain_scores_gemma":[0.9973115,0.0007565586,0.0006180289,0.000788834,0.0001580288,0.00036710018],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008070584,0.0007427715,0.0024787644,0.0004311185,0.00033893157,0.000063269414,0.00031897431,0.00040235653,0.00006807713],"category_scores_gemma":[0.00032542445,0.00037462058,0.0003212846,0.0007399111,0.001001766,0.00010258345,0.0001558913,0.0016938862,0.00007356243],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037483717,0.00007102131,0.07495868,0.009451505,0.0005179309,0.00045477596,0.00042025172,4.1969678e-8,1.520185e-9,0.0011163073,0.000027609167,0.912607],"study_design_scores_gemma":[0.009012183,0.00087433384,0.06929936,0.00096415955,0.03398669,0.03748902,0.00056871556,0.00005692716,1.6515621e-7,0.00024151882,0.8458399,0.0016669852],"about_ca_topic_score_codex":0.000109214605,"about_ca_topic_score_gemma":0.000004808243,"teacher_disagreement_score":0.91094005,"about_ca_system_score_codex":0.000078927886,"about_ca_system_score_gemma":0.00009067308,"threshold_uncertainty_score":0.9998706},"labels":[],"label_agreement":null},{"id":"W2160687267","doi":"10.1016/j.sleep.2007.12.005","title":"Evidence of interrelated side effects with reduced compliance in patients treated with nasal continuous positive airway pressure","year":2008,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Victoria Hospital; Mount Sinai Hospital; McGill University","funders":"Hospital Research Foundation","keywords":"Compliance (psychology); Continuous positive airway pressure; Airway; Medicine; Anesthesia; Psychology; Social psychology","score_opus":0.023539154729706333,"score_gpt":0.2891325494473884,"score_spread":0.26559339471768206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160687267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941729,0.0012296472,0.00011857746,0.00045668782,0.00007808129,0.0020281733,0.0000073990022,0.00005915969,0.0018494129],"genre_scores_gemma":[0.99910754,0.000034161807,0.00026395946,0.00010469151,0.00006052674,0.000056101017,0.00005039208,0.000053666023,0.00026897612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714595,0.000223546,0.00049069343,0.00056544057,0.0010665325,0.00050782855],"domain_scores_gemma":[0.9976385,0.00045507646,0.00025208553,0.0005007282,0.00088188733,0.0002716812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022131621,0.00034576404,0.0009803512,0.00036016174,0.000062993684,0.0000032803086,0.0002014358,0.00012772888,0.00006264169],"category_scores_gemma":[0.0006849173,0.00021841793,0.00004502464,0.0009817099,0.001081897,0.00017738083,0.00006174028,0.00060219155,0.0000125689585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018587828,0.0007997266,0.94234043,0.0005991621,0.00067334616,0.0011595506,0.002212557,0.000025880972,0.023825118,0.0000108928725,0.00007834277,0.009687161],"study_design_scores_gemma":[0.01928174,0.015935402,0.9180452,0.009854452,0.00033827225,0.0001637015,0.0001684922,0.00062557356,0.03536523,0.000002254509,0.000006609286,0.00021304082],"about_ca_topic_score_codex":0.0004717885,"about_ca_topic_score_gemma":0.00004075188,"teacher_disagreement_score":0.0242952,"about_ca_system_score_codex":0.00016403057,"about_ca_system_score_gemma":0.00006501977,"threshold_uncertainty_score":0.8906825},"labels":[],"label_agreement":null},{"id":"W2160760600","doi":"10.1371/journal.pone.0048836","title":"Association of Genetic Loci with Sleep Apnea in European Americans and African-Americans: The Candidate Gene Association Resource (CARe)","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Women's College Hospital; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"National Institute on Minority Health and Health Disparities; National Center for Research Resources; National Human Genome Research Institute; National Heart, Lung, and Blood Institute; U.S. Public Health Service; National Institute on Aging; National Cancer Institute; National Institutes of Health; State Health Research Advisory Council","keywords":"Candidate gene; Obstructive sleep apnea; Sleep apnea; Single-nucleotide polymorphism; Medicine; Genome-wide association study; Apnea–hypopnea index; Bioinformatics; Genetic association; Genetics; Polysomnography; Internal medicine; Apnea; Biology; Genotype; Gene","score_opus":0.022126741611015553,"score_gpt":0.24450840389730202,"score_spread":0.22238166228628647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160760600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924204,0.00071421306,0.0001509773,0.0014873047,0.000010490891,0.00055851735,0.000030518284,0.000026220789,0.0046013976],"genre_scores_gemma":[0.99688864,0.000091761955,0.002260238,0.00016537703,0.00016648564,0.000032725515,0.000030439596,0.000043409393,0.00032091624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99760413,0.00048232605,0.00028265672,0.00022012331,0.00093783403,0.00047295025],"domain_scores_gemma":[0.9986792,0.00026796092,0.00036027303,0.00029305217,0.0002573008,0.00014217147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006896067,0.00014199835,0.00035747004,0.00013920573,0.00006971958,0.000017406608,0.00011556789,0.00005243931,0.000034495508],"category_scores_gemma":[0.0005725749,0.00010600025,0.000032618158,0.0006036441,0.00012260977,0.00007463912,0.00007233672,0.00032542652,0.000018547898],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012619559,0.0004580323,0.96660167,0.00006855123,0.00055411184,0.0000054228767,0.0044657635,0.000008078348,0.019510554,0.0000029670327,0.000049321316,0.008149349],"study_design_scores_gemma":[0.001377464,0.00039998587,0.98451734,0.000045076693,0.0004802682,0.0000031740333,0.002996651,0.00037285103,0.009172527,0.0000030651556,0.0004923696,0.00013923223],"about_ca_topic_score_codex":0.00036647232,"about_ca_topic_score_gemma":0.000093480776,"teacher_disagreement_score":0.017915681,"about_ca_system_score_codex":0.0007564669,"about_ca_system_score_gemma":0.000026981677,"threshold_uncertainty_score":0.43225646},"labels":[],"label_agreement":null},{"id":"W2160892742","doi":"10.1183/09031936.00043614","title":"Obstructive sleep apnoea treatment and fasting lipids: a comparative effectiveness study","year":2014,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Háskóli Íslands; Landspítali Háskólasjúkrahús; Perelman School of Medicine, University of Pennsylvania; University of Pennsylvania","keywords":"Medicine; Continuous positive airway pressure; Internal medicine; Obesity; Body mass index; Cholesterol; Blood pressure; Positive airway pressure; Endocrinology; Cardiology; Obstructive sleep apnea","score_opus":0.06013724011595419,"score_gpt":0.3381599175586557,"score_spread":0.27802267744270154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160892742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843845,0.0003218168,0.0010969347,0.000032026943,0.00028372926,0.00091984484,0.0000036935987,0.000061188395,0.012896276],"genre_scores_gemma":[0.99840313,0.0000037665172,0.0003572293,0.00008413698,0.0010170825,0.000016100781,0.0000011656547,0.000066072564,0.000051335468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940603,0.0039539947,0.00047574844,0.00052994676,0.00050383987,0.0004762119],"domain_scores_gemma":[0.99794006,0.0005117688,0.00023933484,0.00037226526,0.00039198168,0.0005445899],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002232189,0.0003583105,0.0006441712,0.00033430546,0.00053055875,0.00016377306,0.000170566,0.000040054663,0.000062828156],"category_scores_gemma":[0.00045392584,0.00026989388,0.00013063427,0.00026678582,0.00026001676,0.00020366897,0.00014831846,0.0006946037,0.00011872622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018151546,0.0013241407,0.7024407,0.00007625913,0.0012779608,0.0010550617,0.0072812284,0.00008655636,0.031784937,0.00013259568,0.000030179437,0.25269523],"study_design_scores_gemma":[0.009376654,0.008386194,0.97083056,0.00010968419,0.00020821318,0.0006677617,0.0033424296,0.0002884546,0.0025775982,0.000027911381,0.00390722,0.00027733945],"about_ca_topic_score_codex":0.000004735211,"about_ca_topic_score_gemma":0.000003860839,"teacher_disagreement_score":0.26838985,"about_ca_system_score_codex":0.00037455562,"about_ca_system_score_gemma":0.000050370676,"threshold_uncertainty_score":0.9999753},"labels":[],"label_agreement":null},{"id":"W2161030948","doi":"10.1183/09031936.01.00065501","title":"Efficacy of daytime continuous positive airway pressure titration in severe obstructive sleep apnoea","year":2001,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre","funders":"","keywords":"Continuous positive airway pressure; Daytime; Medicine; Sleep (system call); Airway; Anesthesia; Titration; Positive airway pressure; Obstructive sleep apnea; Cardiology; Computer science; Chemistry; Atmospheric sciences","score_opus":0.018850643231803674,"score_gpt":0.28182208068797093,"score_spread":0.26297143745616725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161030948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92528623,0.0008317976,0.00030875503,0.00014695649,0.00020071308,0.00054159784,0.000016535014,0.000030970725,0.072636455],"genre_scores_gemma":[0.9982007,0.000018813447,0.0003915147,0.0002007233,0.0005668113,0.0000024368348,0.0000067597052,0.00006769156,0.0005445331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966833,0.0010505056,0.00071599695,0.0003622625,0.0007373248,0.00045059362],"domain_scores_gemma":[0.9982295,0.0001553038,0.00036037317,0.00036226644,0.0005829611,0.0003095751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001176012,0.00024284054,0.00044986166,0.00046055534,0.00012913872,0.000054261123,0.00027148295,0.000086940985,0.0006169161],"category_scores_gemma":[0.00061711634,0.0002162516,0.00017245115,0.00047996402,0.00022425425,0.00031278786,0.00009859922,0.0011068288,0.00014562384],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009508664,0.0016475321,0.43271986,0.00015085854,0.0012751542,0.011455461,0.0044038305,0.0008388134,0.1990153,0.00054252555,0.0011553243,0.33728668],"study_design_scores_gemma":[0.008190755,0.0011401908,0.97242355,0.00022036859,0.0001255034,0.0015596484,0.00042637342,0.00012836453,0.0072215693,0.000032693017,0.008286197,0.0002447827],"about_ca_topic_score_codex":0.0000061804185,"about_ca_topic_score_gemma":0.0000037956584,"teacher_disagreement_score":0.5397037,"about_ca_system_score_codex":0.00016933108,"about_ca_system_score_gemma":0.00010212873,"threshold_uncertainty_score":0.8818484},"labels":[],"label_agreement":null},{"id":"W2161305029","doi":"10.1542/peds.2014-1906","title":"Morphine or Ibuprofen for Post-Tonsillectomy Analgesia: A Randomized Trial","year":2015,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":180,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; McMaster University Medical Centre; SickKids Foundation; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Tonsillectomy; Anesthesia; Randomized controlled trial; Analgesic; Acetaminophen; Adenoidectomy; Morphine; Apnea; Ibuprofen; Adverse effect; Visual analogue scale; Surgery; Internal medicine","score_opus":0.056063775345185585,"score_gpt":0.3546888577092851,"score_spread":0.2986250823640995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161305029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96788853,0.0011854216,0.008688867,0.0063121608,0.0017272392,0.011305269,0.00010931186,0.00021895966,0.002564218],"genre_scores_gemma":[0.9472673,0.00021877611,0.031743143,0.0008612449,0.008928947,0.0018930163,0.00044179813,0.00018261309,0.008463165],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9976656,0.00018349824,0.0004946518,0.00036942336,0.00078172615,0.0005051444],"domain_scores_gemma":[0.99625343,0.0014747619,0.00014860566,0.00039479483,0.0012209816,0.0005074088],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001884994,0.00021726677,0.0008895856,0.00044201573,0.00007946209,0.000036601756,0.00017945694,0.00017209367,0.00021451974],"category_scores_gemma":[0.017530302,0.00014687613,0.0003097345,0.0007993899,0.00013176378,0.000101683436,0.00010108108,0.000306193,0.000088422195],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9856488,0.00026797756,0.0010083303,0.000117428055,0.000117697404,0.00007390488,0.00023222357,0.0000020205455,0.00007074947,0.00015618645,0.009643725,0.002660938],"study_design_scores_gemma":[0.9913323,0.0018214049,0.00014768777,0.000004293761,0.0007090336,0.000050797436,0.00020512292,0.0022750366,0.00014301865,0.00038196356,0.0027387633,0.00019057078],"about_ca_topic_score_codex":0.00007275912,"about_ca_topic_score_gemma":0.000011284017,"teacher_disagreement_score":0.023054276,"about_ca_system_score_codex":0.00019141984,"about_ca_system_score_gemma":0.0005950608,"threshold_uncertainty_score":0.9907455},"labels":[],"label_agreement":null},{"id":"W2161484293","doi":"10.1161/strokeaha.110.597468","title":"Influence of Continuous Positive Airway Pressure on Outcomes of Rehabilitation in Stroke Patients With Obstructive Sleep Apnea","year":2011,"lang":"en","type":"article","venue":"Stroke","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":221,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Continuous positive airway pressure; Functional Independence Measure; Epworth Sleepiness Scale; Stroke (engine); Obstructive sleep apnea; Physical therapy; Sleep apnea; Memory span; Beck Depression Inventory; Neurocognitive; Depression (economics); Rehabilitation; Physical medicine and rehabilitation; Polysomnography; Apnea; Internal medicine; Cognition; Psychiatry","score_opus":0.007598035832125128,"score_gpt":0.2502808369669876,"score_spread":0.24268280113486249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161484293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99323297,0.000019732825,0.000032815762,0.00003861832,0.000041541967,0.0011964903,0.0004025778,0.000015650703,0.005019601],"genre_scores_gemma":[0.99776775,5.628066e-7,0.0019982273,0.000016565918,0.000008463632,0.000039691735,0.000016780485,0.000025127114,0.00012684872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980481,0.00013279858,0.00044269106,0.0003514967,0.0007272271,0.00029767517],"domain_scores_gemma":[0.9979813,0.0003513861,0.00027274282,0.0004162846,0.0008801968,0.000098063945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016946527,0.00020203328,0.0005761432,0.00035862508,0.000023899323,0.00000308481,0.00015277875,0.00010769682,0.00005037813],"category_scores_gemma":[0.000670933,0.00015594845,0.000091896225,0.00024487582,0.00044936014,0.00018307441,0.00005981968,0.000308775,0.0000054076763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029222686,0.00070812367,0.98432636,0.00012058716,0.00031669755,0.000006373271,0.003372119,0.00011169742,0.0031286068,0.0007455049,0.0000012073236,0.0042404267],"study_design_scores_gemma":[0.0041724048,0.0043789926,0.95894897,0.00010126574,0.0000971555,7.94572e-7,0.0010876838,0.000036441885,0.030998787,0.000058371694,0.000003990339,0.000115141185],"about_ca_topic_score_codex":0.00030618187,"about_ca_topic_score_gemma":0.000033342265,"teacher_disagreement_score":0.02787018,"about_ca_system_score_codex":0.00008283677,"about_ca_system_score_gemma":0.000034316134,"threshold_uncertainty_score":0.63593936},"labels":[],"label_agreement":null},{"id":"W2161509242","doi":"10.1164/rccm.201312-2209oc","title":"Obstructive Sleep Apnea and Incident Diabetes. A Historical Cohort Study","year":2014,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":282,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Women's College Hospital; University Health Network; University of Toronto; Institute for Clinical Evaluative Sciences; Sinai Health System; Sunnybrook Health Science Centre; Health Sciences Centre; Institute of Health Services and Policy Research","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Diabetes mellitus; Hazard ratio; Body mass index; Obstructive sleep apnea; Proportional hazards model; Cohort; Cohort study; Sleep apnea; Internal medicine; Pediatrics; Cumulative incidence; Confidence interval; Endocrinology","score_opus":0.015255936331771322,"score_gpt":0.31201416764258266,"score_spread":0.29675823131081136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161509242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99348843,0.0032477845,0.0005140606,0.0016548978,0.00029073245,0.0003166756,0.0000016769008,0.000014758286,0.00047096604],"genre_scores_gemma":[0.9976865,0.000012673827,0.00029647112,0.0011405849,0.00081602426,0.00001278308,6.6026354e-7,0.000027869952,0.0000064038054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99697036,0.00053023983,0.00066758104,0.00036900272,0.0010760702,0.00038676578],"domain_scores_gemma":[0.9965796,0.0009179494,0.00020869258,0.0002751018,0.0010878544,0.0009308409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012739187,0.00024310112,0.0011091074,0.00034967074,0.00013643253,0.000018784862,0.00013158064,0.000060307568,0.000053975284],"category_scores_gemma":[0.0044690645,0.00017354534,0.00008236162,0.00034682715,0.0019475047,0.00012889029,0.00009949187,0.00076816016,0.0000015816319],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003068916,0.00012273682,0.83592796,0.00008985219,0.000114559945,0.00022865072,0.0012512953,1.6091819e-7,0.00090029347,0.00017642566,0.000044332726,0.16083683],"study_design_scores_gemma":[0.0029723237,0.028847883,0.9475567,0.00009376186,0.0007091038,0.00029741655,0.016122796,0.000042185457,0.00015968042,0.00012275216,0.0028880422,0.00018735415],"about_ca_topic_score_codex":0.00004088557,"about_ca_topic_score_gemma":0.000004368996,"teacher_disagreement_score":0.16064946,"about_ca_system_score_codex":0.00037086383,"about_ca_system_score_gemma":0.000050644667,"threshold_uncertainty_score":0.7175662},"labels":[],"label_agreement":null},{"id":"W2161668666","doi":"10.1097/aln.0000000000000665","title":"Correlation between the STOP-Bang Score and the Severity of Obstructive Sleep Apnea","year":2015,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Correlation; Apnea; Internal medicine; Cardiology; Sleep apnea","score_opus":0.03261976925565238,"score_gpt":0.28317366614705713,"score_spread":0.2505538968914047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161668666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79315084,0.001231491,0.000075849945,0.2027655,0.00026778766,0.0016396067,0.000041265404,0.00003606565,0.00079158985],"genre_scores_gemma":[0.9282586,0.00003327737,0.000111051406,0.0680447,0.0026260305,0.00009344044,0.00037977402,0.00007699272,0.00037615886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970536,0.0011002844,0.0004327201,0.00046137566,0.0005317441,0.00042026138],"domain_scores_gemma":[0.99612844,0.0021884944,0.00037409717,0.00078177894,0.00045614308,0.00007105663],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009662232,0.00031528695,0.00096803607,0.00014718667,0.0001435125,0.000013543227,0.0003230572,0.0009442003,0.000049027578],"category_scores_gemma":[0.0007313159,0.00016269868,0.00016032127,0.0002203752,0.002825055,0.000054384276,0.00018316106,0.0024143881,0.000034355555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001528296,0.00003661202,0.8378034,0.00045595603,0.0012095124,0.00064802845,0.0032673238,0.00000774318,0.000028969647,0.0006368796,0.09630639,0.058070842],"study_design_scores_gemma":[0.0034090457,0.00061447284,0.9087832,0.000059452897,0.0008843979,0.0013459367,0.00047499643,0.00050880277,0.000089850466,0.006498311,0.07703037,0.00030117424],"about_ca_topic_score_codex":0.00030066227,"about_ca_topic_score_gemma":0.000004938841,"teacher_disagreement_score":0.13510773,"about_ca_system_score_codex":0.00009758319,"about_ca_system_score_gemma":0.00009255379,"threshold_uncertainty_score":0.99988866},"labels":[],"label_agreement":null},{"id":"W2162002868","doi":"10.1093/sleep/31.3.411","title":"Cardiovascular Disease and Health-Care Utilization in Snorers: a Population Survey","year":2008,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Humber River Regional Hospital; University Health Network; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"Semmelweis Egyetem; Hungarian Scientific Research Fund; Fonds National de la Recherche Luxembourg","keywords":"Medicine; Disease; Health care; Population; Intensive care medicine; Environmental health; Internal medicine; Political science","score_opus":0.0822945006481318,"score_gpt":0.34079859321585154,"score_spread":0.2585040925677197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162002868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989794,0.008682667,0.0004196604,0.00026849436,0.00006183834,0.00061141886,0.000017551685,0.000029884917,0.00011445601],"genre_scores_gemma":[0.9989944,0.00022624318,0.00015550606,0.00007850644,0.000052193307,0.000018712472,0.0004445681,0.000017751729,0.000012107752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873763,0.0001864077,0.00017036182,0.00027416938,0.0004151401,0.00021626809],"domain_scores_gemma":[0.9993416,0.000016900267,0.000025887626,0.0002883265,0.0001115774,0.00021567628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003608118,0.00008912913,0.00022348757,0.0001730174,0.00008096654,0.000007272855,0.00003395472,0.00004038625,0.000023519337],"category_scores_gemma":[0.00020107179,0.00008701928,0.00006543334,0.00033150136,0.000055200286,0.0000867551,0.000034206463,0.00011518186,0.000009164428],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012181038,0.00003911159,0.9547396,0.000100633806,0.000055910983,0.000053199183,0.00046347742,0.00007771139,0.000004400989,0.000026958804,0.000019326159,0.044297878],"study_design_scores_gemma":[0.0012790738,0.00006172554,0.9964125,0.00002303462,0.00002296077,0.000011933355,0.00012354171,0.0017869644,0.000012317355,0.000016677996,0.00018080328,0.00006846948],"about_ca_topic_score_codex":0.0023629768,"about_ca_topic_score_gemma":0.0003393807,"teacher_disagreement_score":0.044229407,"about_ca_system_score_codex":0.00023117641,"about_ca_system_score_gemma":0.00004057513,"threshold_uncertainty_score":0.35721296},"labels":[],"label_agreement":null},{"id":"W2162008637","doi":"10.1378/chest.12-2905","title":"Sleep-Disordered Breathing and Postoperative Outcomes After Elective Surgery","year":2013,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":194,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"National Center for Research Resources; National Institute on Aging; National Institutes of Health; University of Chicago","keywords":"Medicine; Sleep disordered breathing; Breathing; Sleep (system call); Elective surgery; Anesthesia; Surgery; Obstructive sleep apnea","score_opus":0.017452232889797973,"score_gpt":0.2816816057907181,"score_spread":0.26422937290092013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162008637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916917,0.00067312823,0.00041023848,0.005795187,0.00014897421,0.00029670156,0.0000023086507,0.000022043667,0.00095969194],"genre_scores_gemma":[0.9974847,0.00004972749,0.001374806,0.00050445454,0.00015914121,0.000034058972,0.0000022308438,0.000030553292,0.00036034724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863535,0.00010550703,0.000272379,0.00021608404,0.00036238413,0.00040828093],"domain_scores_gemma":[0.9986853,0.00029367124,0.00007834549,0.0001464057,0.00044826634,0.0003480103],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031941792,0.00017894685,0.00038247844,0.00023920054,0.00018145659,0.00016014358,0.00006130726,0.00008579246,0.0010446926],"category_scores_gemma":[0.0005769909,0.00012818874,0.00012696466,0.00016045981,0.00015510463,0.00043067613,0.00006234283,0.00070175243,0.000108081316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014413592,0.0001013064,0.94531214,0.000042585394,0.00027596607,0.000304563,0.001738915,3.6493637e-7,0.004431952,0.000017572818,0.00030459437,0.04732589],"study_design_scores_gemma":[0.0010021989,0.000104204424,0.9934388,0.000039984738,0.000043314038,0.0017871825,0.0010274284,0.00017144239,0.0016083309,0.00036081995,0.0002715262,0.00014479716],"about_ca_topic_score_codex":0.00004861019,"about_ca_topic_score_gemma":0.0000054695624,"teacher_disagreement_score":0.048126616,"about_ca_system_score_codex":0.00015583202,"about_ca_system_score_gemma":0.000063942054,"threshold_uncertainty_score":0.9998685},"labels":[],"label_agreement":null},{"id":"W2162114955","doi":"10.1136/thx.2006.061234","title":"Predictive value of automated oxygen saturation analysis for the diagnosis and treatment of obstructive sleep apnoea in a home-based setting","year":2007,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôtel-Dieu de Montréal; Université de Montréal","funders":"","keywords":"Medicine; Ambulatory; Oxygen saturation; Respiratory system; Predictive value; Sleep (system call); Apnea; Pediatrics; Anesthesia; Internal medicine; Oxygen; Computer science","score_opus":0.023927340775764486,"score_gpt":0.3313061985739586,"score_spread":0.3073788577981941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162114955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98892707,0.0004355971,0.008581701,0.000264145,0.00003344741,0.0015472014,0.000109925066,0.000036448742,0.00006447754],"genre_scores_gemma":[0.9953919,0.000024575758,0.0042995666,0.000010745303,0.000037812908,0.00015895044,0.000055894237,0.000015164902,0.0000053842277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987346,0.000097260185,0.0003723152,0.00024792473,0.00031108153,0.00023684911],"domain_scores_gemma":[0.9977646,0.0014463458,0.00018933984,0.00024980344,0.0002825896,0.00006733379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058051397,0.00013773872,0.00043045284,0.0004935072,0.00005434484,0.0000069911243,0.00006344655,0.00008580197,0.0000125646575],"category_scores_gemma":[0.000308519,0.00009351473,0.00014372513,0.0010714496,0.00018455267,0.00005645941,0.000020466443,0.000075040094,2.9992268e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026131386,0.00040501845,0.90078837,0.00012212759,0.0022500309,0.00000981031,0.0031656036,0.0025342305,0.011338225,0.0001729984,0.0000028366007,0.076597616],"study_design_scores_gemma":[0.0019670331,0.00071972917,0.7501833,0.000026402418,0.00092672475,0.0000012715907,0.0012163799,0.18417038,0.060671367,0.000055638953,0.0000060412976,0.000055744724],"about_ca_topic_score_codex":0.00030624188,"about_ca_topic_score_gemma":0.00015113241,"teacher_disagreement_score":0.18163614,"about_ca_system_score_codex":0.0002739537,"about_ca_system_score_gemma":0.000039959097,"threshold_uncertainty_score":0.38134202},"labels":[],"label_agreement":null},{"id":"W2162193637","doi":"10.1093/eurheartj/ehr357","title":"Transvenous phrenic nerve stimulation for central sleep apnoea in heart failure: chicken or egg?","year":2011,"lang":"en","type":"letter","venue":"European Heart Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; Health Canada; Toronto Rehabilitation Institute; Canada Research Chairs; University Health Network","keywords":"Medicine; Phrenic nerve; Stimulation; Sleep (system call); Heart failure; Nerve stimulation; Anesthesia; Cardiology; Internal medicine; Respiratory system","score_opus":0.06375609872668558,"score_gpt":0.31846859710534514,"score_spread":0.25471249837865956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162193637","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13458152,0.00156771,0.00451881,0.84463114,0.004164342,0.006758727,0.0002988797,0.00029623832,0.003182628],"genre_scores_gemma":[0.59510887,0.00013562804,0.04113351,0.27992865,0.07262896,0.00011388835,0.0014131122,0.0020454533,0.007491934],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99442565,0.0011849615,0.0010142229,0.00071645784,0.001057115,0.0016016044],"domain_scores_gemma":[0.9980043,0.00030065537,0.00026694455,0.00058957725,0.00033766907,0.00050083856],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014300627,0.00060008024,0.001034568,0.0008326023,0.0002717306,0.00017535237,0.0004232668,0.0004444217,0.0018609198],"category_scores_gemma":[0.00035018288,0.000487551,0.0006855144,0.00039766895,0.00017573532,0.00027002837,0.00007823653,0.0059404783,0.00033470307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002900653,0.00042322537,0.02168159,0.00071358075,0.0005353713,0.0074587883,0.0012899827,0.00006804473,0.0019349846,0.000007949177,0.955784,0.0072017927],"study_design_scores_gemma":[0.007488881,0.0020477832,0.10884453,0.0005104946,0.00027050232,0.007242038,0.00005792208,0.000514547,0.00028455857,0.000054548076,0.87207323,0.00061098085],"about_ca_topic_score_codex":0.000025583578,"about_ca_topic_score_gemma":0.000026980746,"teacher_disagreement_score":0.5647025,"about_ca_system_score_codex":0.00047955196,"about_ca_system_score_gemma":0.00027389708,"threshold_uncertainty_score":0.9997576},"labels":[],"label_agreement":null},{"id":"W2162291475","doi":"10.1183/09031936.00083312","title":"Auto-servoventilation in heart failure with sleep apnoea: a randomised controlled trial","year":2012,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Heart failure; Sleep (system call); Physical therapy; Intensive care medicine; Cardiology","score_opus":0.025512909767419222,"score_gpt":0.29106849738923285,"score_spread":0.26555558762181364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162291475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873019,0.00046674773,0.0005452665,0.0005170278,0.00040487308,0.0025401863,0.0000011592895,0.000045735676,0.008177112],"genre_scores_gemma":[0.9963155,0.0000022288384,0.00088769355,0.00048693558,0.002014926,0.000035495177,0.0000022135025,0.00007668123,0.000178368],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9957085,0.0018008816,0.00075858895,0.00024156894,0.0008504029,0.0006400142],"domain_scores_gemma":[0.99840605,0.000184157,0.0002928745,0.00031974702,0.00025140823,0.0005457594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004866134,0.00024003872,0.00065109116,0.00047913718,0.00017318092,0.00009713756,0.00015996303,0.00006606028,0.0007850476],"category_scores_gemma":[0.00076425186,0.00016640277,0.00025767242,0.00035791594,0.000106507454,0.0004284529,0.000050981696,0.00106906,0.000321442],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8630788,0.0008362723,0.110333584,0.00003421329,0.00035814042,0.0005723058,0.0004721747,0.000049556427,0.01918888,0.000053822067,0.0014935097,0.0035287768],"study_design_scores_gemma":[0.86970866,0.001020786,0.10446702,0.00008021466,0.00011978976,0.00038731835,0.00016092918,0.00014979207,0.00050497113,0.0000038913013,0.023209142,0.00018746278],"about_ca_topic_score_codex":0.000001014511,"about_ca_topic_score_gemma":0.000003246981,"teacher_disagreement_score":0.021715632,"about_ca_system_score_codex":0.00021312517,"about_ca_system_score_gemma":0.00010910299,"threshold_uncertainty_score":0.85957205},"labels":[],"label_agreement":null},{"id":"W2162398345","doi":"10.1183/09031936.00158413","title":"Zonisamide reduces obstructive sleep apnoea: a randomised placebo-controlled study","year":2014,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Sahlgrenska Akademin; Göteborgs Läkaresällskap; Svenska Läkaresällskapet; Göteborgs Universitet; Eisai Canada; Eisai","keywords":"Zonisamide; Medicine; Continuous positive airway pressure; Anesthesia; Placebo; Polysomnography; Body mass index; Sleep apnea; Weight loss; Carbonic anhydrase inhibitor; Apnea; Internal medicine; Carbonic anhydrase; Obstructive sleep apnea; Chemistry; Obesity; Epilepsy","score_opus":0.025748809981323756,"score_gpt":0.29776125389710545,"score_spread":0.2720124439157817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162398345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.938765,0.00033897432,0.0007404948,0.00018883654,0.0007212801,0.0023562296,0.0000024204921,0.0001176987,0.056769066],"genre_scores_gemma":[0.99585545,0.000005457419,0.00052480167,0.0005113094,0.0023533984,0.000045578166,0.0000014267688,0.00014524953,0.00055729947],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99076205,0.0052582966,0.0011876861,0.00063975435,0.0013672551,0.0007849761],"domain_scores_gemma":[0.9965904,0.0006344275,0.0005718919,0.0006895912,0.0006794901,0.0008341994],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007210174,0.00046102089,0.0011258076,0.00060400896,0.00063577906,0.00028025036,0.0005413188,0.00007336546,0.0005784472],"category_scores_gemma":[0.0040082056,0.00034574285,0.00049429043,0.00037331966,0.0003025834,0.00027617626,0.00019022271,0.001602665,0.0005699391],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.4131992,0.003858827,0.08378912,0.000117189185,0.0070671425,0.009276805,0.007179656,0.0003107692,0.17538182,0.0003176687,0.0025720142,0.2969298],"study_design_scores_gemma":[0.74090683,0.006476527,0.22216849,0.00015189213,0.0010410189,0.0014469685,0.0050523896,0.00075562636,0.00577563,0.00012846375,0.015203637,0.0008925304],"about_ca_topic_score_codex":0.0000019271852,"about_ca_topic_score_gemma":0.000001980883,"teacher_disagreement_score":0.32770765,"about_ca_system_score_codex":0.0002744134,"about_ca_system_score_gemma":0.0001234754,"threshold_uncertainty_score":0.99989945},"labels":[],"label_agreement":null},{"id":"W2162527658","doi":"10.1378/chest.124.6.2200","title":"Oral Continuous Positive Airway Pressure for Sleep Apnea","year":2003,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Anesthesia; Polysomnography; Sleep apnea; Airway; Apnea; Apnea–hypopnea index; Positive pressure; Body mass index; Internal medicine","score_opus":0.02099984074593684,"score_gpt":0.30398583774124716,"score_spread":0.2829859969953103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162527658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8094353,0.004566639,0.10812827,0.0065918225,0.0027165392,0.0036688615,0.0001363014,0.00016361465,0.064592615],"genre_scores_gemma":[0.98703104,0.000010766461,0.009692919,0.00020788738,0.00051747967,0.000023846764,0.000008856353,0.000048087033,0.0024591363],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984113,0.00011638682,0.00028163102,0.0002312013,0.00042025285,0.0005392274],"domain_scores_gemma":[0.9984836,0.00014795669,0.0001193733,0.00020239779,0.00063576293,0.00041094053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006348403,0.00017529402,0.00035727254,0.00013581081,0.0002259038,0.000079431666,0.00013409238,0.00012571215,0.0005507405],"category_scores_gemma":[0.00089014927,0.00014167963,0.00020583265,0.00015789768,0.00014120052,0.00014919728,0.00002450795,0.000642164,0.00005339497],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006581779,0.0033999844,0.29815483,0.0015740184,0.006755788,0.0031293945,0.0052272854,0.000114864255,0.19342558,0.015169357,0.025444709,0.4410224],"study_design_scores_gemma":[0.03250311,0.0057952087,0.16449353,0.00025737623,0.0018427448,0.016906142,0.0028137818,0.0033220106,0.3415974,0.0034974306,0.4257844,0.001186846],"about_ca_topic_score_codex":0.0000029890327,"about_ca_topic_score_gemma":0.0000015252397,"teacher_disagreement_score":0.43983555,"about_ca_system_score_codex":0.0001071553,"about_ca_system_score_gemma":0.00008985212,"threshold_uncertainty_score":0.6030223},"labels":[],"label_agreement":null},{"id":"W2162576484","doi":"10.1016/j.sleep.2006.07.081","title":"176 Long term sequellae of oral appliance therapy in OSA","year":2006,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Term (time); Medicine; Oral appliance; Internal medicine; Physics","score_opus":0.029289337143175692,"score_gpt":0.33094363126963616,"score_spread":0.3016542941264605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162576484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830525,0.0026440043,0.00046175584,0.0017639782,0.0002001687,0.0008411931,0.0000049759337,0.000045311765,0.010986132],"genre_scores_gemma":[0.99825317,0.00014968496,0.00041829713,0.00021226502,0.00038000863,0.000035498102,0.000043129825,0.000037785347,0.0004701384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997791,0.00007201834,0.00053036906,0.0003711809,0.00076575746,0.0004697012],"domain_scores_gemma":[0.9989732,0.000093070594,0.00012093443,0.0004863792,0.00018684151,0.00013959805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005200763,0.0002156796,0.0006063657,0.00035162276,0.000028977018,0.000003906065,0.00018919566,0.00011494256,0.0008892019],"category_scores_gemma":[0.0000995878,0.0001611639,0.00006973752,0.0007060958,0.0005297492,0.00006795304,0.000047801786,0.00036771857,0.000041105952],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005268866,0.00037367444,0.72190475,0.00016798863,0.00006248208,0.00029700127,0.00017372,0.0000071402146,0.13403513,0.0005548445,0.00034589888,0.14155051],"study_design_scores_gemma":[0.009294104,0.0008303231,0.9561708,0.00023871704,0.00003505936,0.000056655732,0.000117670854,0.00019821967,0.031643182,0.0004157134,0.00084625505,0.00015329529],"about_ca_topic_score_codex":0.0007844398,"about_ca_topic_score_gemma":0.00018047102,"teacher_disagreement_score":0.23426607,"about_ca_system_score_codex":0.00014943987,"about_ca_system_score_gemma":0.000035519526,"threshold_uncertainty_score":0.97361374},"labels":[],"label_agreement":null},{"id":"W2162627868","doi":"10.5539/gjhs.v7n1p180","title":"Nursing Process in Post Tonsillectomy Pain Diagnosis: A Systematic Review","year":2014,"lang":"en","type":"review","venue":"Global Journal of Health Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Baqiyatallah University of Medical Sciences","keywords":"Tonsillectomy; Medicine; Distraction; Postoperative pain; Nursing; Anxiety; MEDLINE; Physical therapy; Surgery; Psychology; Psychiatry","score_opus":0.049180083836883125,"score_gpt":0.4705387078084649,"score_spread":0.4213586239715818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162627868","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000032839576,0.9941854,0.000103907645,0.0014580719,0.00030510034,0.003730445,0.000007736724,0.00000999691,0.00016649191],"genre_scores_gemma":[0.00056215277,0.99787366,0.00034294688,0.001006487,0.00009755235,0.00009460127,0.0000021078338,0.000018468487,0.0000019986023],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9914098,0.0014434861,0.0032117495,0.00046636327,0.0025089437,0.00095969666],"domain_scores_gemma":[0.9939384,0.00037772374,0.0029493936,0.0005136831,0.0014601226,0.00076071534],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.022088178,0.00037434517,0.0054486324,0.0007676849,0.0001793291,0.00007321296,0.0011180962,0.00011825145,0.000019096547],"category_scores_gemma":[0.010324555,0.00023937358,0.00048165044,0.0045122956,0.00053440366,0.0002593802,0.00006605294,0.0009700669,0.000026958696],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000044338512,0.00009646997,0.00013264657,0.65070283,0.000024815665,0.00007102887,0.000020444879,1.3141448e-7,1.7434905e-8,0.000022219087,0.00009030576,0.34883466],"study_design_scores_gemma":[0.0002947495,0.0006299794,0.000114455244,0.987729,0.00056102,0.0071612634,0.00010192922,0.000014150363,1.15555515e-7,0.000039948332,0.0031896492,0.00016372853],"about_ca_topic_score_codex":0.000017014861,"about_ca_topic_score_gemma":0.0000035142837,"teacher_disagreement_score":0.34867093,"about_ca_system_score_codex":0.004458507,"about_ca_system_score_gemma":0.008974752,"threshold_uncertainty_score":0.9993632},"labels":[],"label_agreement":null},{"id":"W2162657259","doi":"10.25011/cim.v30i6.2955","title":"Does the energy expenditure status in obstructive sleep apnea favour a positive energy balance?","year":2007,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"","keywords":"Quartile; Medicine; Obstructive sleep apnea; Respiratory quotient; Polysomnography; Body mass index; Internal medicine; Energy expenditure; Nocturnal; Heart rate; Apnea; Endocrinology; Blood pressure","score_opus":0.0536773920292701,"score_gpt":0.3418119139901693,"score_spread":0.2881345219608992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162657259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94723094,0.0021685134,0.0030386965,0.03705815,0.001606416,0.00066351995,0.00004506643,0.0000786852,0.008110025],"genre_scores_gemma":[0.99049324,0.00031959146,0.0005057154,0.006133027,0.0017269286,0.000042449763,0.00007734308,0.000039563896,0.00066216965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99597335,0.00051956525,0.0010806839,0.0008371671,0.0007289245,0.00086031784],"domain_scores_gemma":[0.9961744,0.0017566285,0.00026360995,0.00046669028,0.00035825206,0.0009804256],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001473966,0.00040636034,0.00097117806,0.0002601316,0.00017791624,0.000017398821,0.00023748999,0.0003005663,0.00018976752],"category_scores_gemma":[0.0034057023,0.00018377852,0.00012940021,0.0006866684,0.0157193,0.00019165015,0.0002209572,0.0011176381,0.000006423958],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013249945,0.00033535762,0.76149434,0.000058827234,0.00043139013,0.000707688,0.0039331694,0.0000011343529,0.0068766465,0.07319541,0.0009084412,0.1507326],"study_design_scores_gemma":[0.0060645896,0.001562171,0.9161184,0.00026825137,0.00012183686,0.00007090597,0.0071719363,0.0007248968,0.007663104,0.049968895,0.009956782,0.00030827234],"about_ca_topic_score_codex":0.0011735003,"about_ca_topic_score_gemma":0.00055975455,"teacher_disagreement_score":0.15462403,"about_ca_system_score_codex":0.0001345372,"about_ca_system_score_gemma":0.000092658425,"threshold_uncertainty_score":0.98695934},"labels":[],"label_agreement":null},{"id":"W2162717722","doi":"10.1155/2014/357327","title":"Obstructive Sleep Apnea and Driving: A Canadian Thoracic Society and Canadian Sleep Society Position Paper","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Western University; Canadian Thoracic Society; Dalhousie University; University of Toronto; Université Laval; University of Saskatchewan; Queen's University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Context (archaeology); Sleep apnea; Epworth Sleepiness Scale; Sleep (system call); Physical therapy; Polysomnography; Observational study; Apnea; Physical medicine and rehabilitation; Internal medicine","score_opus":0.016191335321478612,"score_gpt":0.27311742832901625,"score_spread":0.25692609300753766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162717722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98217183,0.0015647855,0.0001836153,0.008433484,0.00043864557,0.00063681987,0.000113782764,0.00003098432,0.006426031],"genre_scores_gemma":[0.98511946,0.000042052125,0.0010948234,0.012656769,0.0008397777,0.000026351874,0.000020175308,0.00009218659,0.00010841436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964569,0.0002621293,0.00044786543,0.0006242761,0.00052305934,0.001685746],"domain_scores_gemma":[0.98923105,0.00009735923,0.0001340712,0.00041590308,0.00058142206,0.009540173],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011667656,0.0004174739,0.0004798596,0.00071695907,0.0018047723,0.00038719538,0.00023778545,0.00048941426,0.0006152174],"category_scores_gemma":[0.00028780123,0.00042457282,0.00025220859,0.0004749691,0.0005934921,0.00050330634,0.000042657994,0.0015879096,0.00003365761],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054027856,0.000024249142,0.7132527,0.00013997004,0.0009047227,0.0009182636,0.0036729246,0.00001593327,0.0031667503,0.0017592103,0.008153862,0.26793736],"study_design_scores_gemma":[0.0021564532,0.00047870676,0.71791404,0.0001340059,0.00028882825,0.0030147075,0.0033837848,0.003939367,0.00033350947,0.0008873936,0.2665945,0.0008746888],"about_ca_topic_score_codex":0.7280761,"about_ca_topic_score_gemma":0.9880876,"teacher_disagreement_score":0.26706266,"about_ca_system_score_codex":0.0040238244,"about_ca_system_score_gemma":0.0035195071,"threshold_uncertainty_score":0.9998206},"labels":[],"label_agreement":null},{"id":"W2162961752","doi":"10.1177/070674370304800507","title":"A Case—Control Study on Psychological Symptoms in Sleep Apnea-Hypopnea Syndrome","year":2003,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Non-rapid eye movement sleep; Epworth Sleepiness Scale; Hypopnea; Sleep apnea; Psychology; Excessive daytime sleepiness; Medicine; Sleep Stages; Anxiety; Polysomnography; Apnea; Anesthesia; Sleep disorder; Physical therapy; Psychiatry; Insomnia; Electroencephalography","score_opus":0.02370446082281195,"score_gpt":0.3051258753211404,"score_spread":0.2814214144983284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162961752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987545,0.00049070804,0.000042630367,0.006607283,0.0014970516,0.0007581323,0.000014982396,0.0000067222986,0.0030374867],"genre_scores_gemma":[0.99836344,7.360625e-7,0.00031255174,0.0010064908,0.00021869567,0.0000113136075,2.8844048e-7,0.000033777447,0.000052702264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729,0.0006566852,0.0006235465,0.00026288306,0.00052378414,0.00064311404],"domain_scores_gemma":[0.9980151,0.00014703406,0.00019768294,0.0005454046,0.00017188315,0.00092291547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001761706,0.00022494473,0.00048959977,0.00071219326,0.00024139685,0.00005845799,0.00034476756,0.00013818298,0.00057192903],"category_scores_gemma":[0.00039171652,0.00014558279,0.0001956423,0.00064054073,0.00021403898,0.00007309851,0.0000070751207,0.0014447349,0.00007610016],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038235856,0.0007839159,0.9468041,0.000014169661,0.00047103994,0.04164703,0.0006567201,0.00006776585,0.000016395812,0.005193791,0.00030908998,0.0036536374],"study_design_scores_gemma":[0.0092253,0.0060582682,0.8427732,0.00005821912,0.00023209612,0.13473588,0.0033192486,0.00006303704,0.0000045087495,0.0031381133,0.00017784798,0.0002142763],"about_ca_topic_score_codex":0.0014188057,"about_ca_topic_score_gemma":0.068931736,"teacher_disagreement_score":0.10403088,"about_ca_system_score_codex":0.0003976952,"about_ca_system_score_gemma":0.00059842074,"threshold_uncertainty_score":0.94805783},"labels":[],"label_agreement":null},{"id":"W2163045936","doi":"10.1017/s1355617710000901","title":"Executive function in patients with obstructive sleep apnea treated with continuous positive airway pressure","year":2010,"lang":"en","type":"article","venue":"Journal of the International Neuropsychological Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Excessive daytime sleepiness; Neuropsychology; Respiratory disturbance index; Medicine; Hypoxemia; Mood; Psychomotor vigilance task; Anesthesia; Neurocognitive; Sleep apnea; Polysomnography; Psychology; Apnea; Cognition; Sleep disorder; Psychiatry; Sleep deprivation","score_opus":0.0072774955325468705,"score_gpt":0.25224567402008574,"score_spread":0.24496817848753888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163045936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946936,0.000008561487,0.00024508007,0.0018501144,0.000556098,0.00043668496,0.000025633188,0.000012173177,0.0021721008],"genre_scores_gemma":[0.998167,0.0000018914769,0.0006862687,0.00067466457,0.00019781257,0.0000064315464,0.0000060903526,0.00002091579,0.0002389757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798965,0.00011198504,0.00034803085,0.0002761546,0.0010473888,0.00022677881],"domain_scores_gemma":[0.9978501,0.00014890583,0.00042347604,0.00019699265,0.0012583925,0.00012210074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000222864,0.00018785408,0.00029619402,0.00006766023,0.00007785097,0.00004023882,0.00038106946,0.00013373845,0.00014829094],"category_scores_gemma":[0.00022665734,0.00009090939,0.00023244251,0.0003188476,0.0003670458,0.0002014562,0.00008393311,0.0016164167,0.0000036320978],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011830186,0.0010267952,0.9731365,0.000004680546,0.0007918525,0.000066812216,0.00020794722,0.00006263929,0.009169488,0.00010391122,0.00026083633,0.003338342],"study_design_scores_gemma":[0.006181152,0.0023189678,0.98915696,0.000036849833,0.00012828918,0.00022387032,0.00015212601,0.00017088436,0.0010214377,0.000073843905,0.0004348899,0.00010075667],"about_ca_topic_score_codex":0.000008891455,"about_ca_topic_score_gemma":0.0000036000708,"teacher_disagreement_score":0.016020423,"about_ca_system_score_codex":0.000100132376,"about_ca_system_score_gemma":0.000027992843,"threshold_uncertainty_score":0.7022616},"labels":[],"label_agreement":null},{"id":"W2163355588","doi":"10.1183/09031936.00034410","title":"Early treatment of obstructive apnoea and stroke outcome: a randomised controlled trial","year":2010,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":245,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universitat de Barcelona","keywords":"Medicine; Stroke (engine); Outcome (game theory); Physical therapy; Randomized controlled trial; Emergency medicine; Pediatrics; Physical medicine and rehabilitation; Internal medicine","score_opus":0.035741456536356735,"score_gpt":0.3188085875806013,"score_spread":0.2830671310442446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163355588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858626,0.00025632218,0.00005432086,0.00008198604,0.0007387618,0.002158507,0.000011647007,0.000023661429,0.010812161],"genre_scores_gemma":[0.997584,0.000016010312,0.0005539398,0.00006017384,0.0011660312,0.00002372435,7.4437935e-7,0.000055591423,0.0005398196],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99699974,0.0008266063,0.0009255256,0.00028801433,0.0006047883,0.00035531694],"domain_scores_gemma":[0.99792415,0.0003462378,0.00046559543,0.00036508843,0.00039359106,0.00050532277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014508365,0.00025836818,0.00091375905,0.00034534128,0.0001749706,0.00007644212,0.0001480476,0.00007298424,0.00031797585],"category_scores_gemma":[0.00112577,0.00017379386,0.00041023857,0.00011423977,0.0003570561,0.0001271934,0.00004665316,0.00072142377,0.000032821525],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7172733,0.00060555467,0.06168999,0.000018881685,0.0009806673,0.0009207443,0.0006637581,6.1787097e-7,0.16930398,0.00010957952,0.000024346979,0.048408564],"study_design_scores_gemma":[0.85068005,0.004770088,0.1379059,0.000011995599,0.00027782787,0.00027176138,0.00013271246,0.000010723446,0.0031348534,0.000013717782,0.0026549443,0.00013542283],"about_ca_topic_score_codex":0.0000026077166,"about_ca_topic_score_gemma":0.0000014989337,"teacher_disagreement_score":0.16616914,"about_ca_system_score_codex":0.00008264471,"about_ca_system_score_gemma":0.000107005675,"threshold_uncertainty_score":0.7087108},"labels":[],"label_agreement":null},{"id":"W2163698798","doi":"10.1155/2010/923718","title":"Canadian Sleep Society/Canadian Thoracic Society position paper on the use of portable monitoring for the diagnosis of obstructive sleep apnea/hypopnea in adults","year":2010,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Dalhousie University; Saint John Regional Hospital; University of Saskatchewan; University of Alberta; University of Toronto; Western University; University of Ottawa; McGill University; Lakeridge Health; University of Calgary; University of British Columbia; Queen's University","funders":"","keywords":"Medicine; Sleep medicine; Polysomnography; Quality assurance; Obstructive sleep apnea; Position paper; Expert opinion; Task force; Hypopnea; Sleep apnea; Medical physics; Central sleep apnea; Intensive care medicine; Medical emergency; Sleep disorder; Apnea; Psychiatry; Pathology; Insomnia","score_opus":0.04463381244437663,"score_gpt":0.3004008725255429,"score_spread":0.25576706008116623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163698798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895979,0.00045666427,0.000027543605,0.0068377424,0.0008540056,0.0014159475,0.00048537186,0.0000072609364,0.00031756132],"genre_scores_gemma":[0.9956693,0.00004284873,0.0006697702,0.0026816365,0.0006510116,0.0001660204,0.000011618703,0.00007573398,0.000032053507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968934,0.00017061157,0.0006800821,0.0003837627,0.00062904693,0.0012430757],"domain_scores_gemma":[0.9951971,0.0008373736,0.00030374958,0.0006841658,0.0010350505,0.0019425524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013389348,0.0003195892,0.00043788538,0.00058943796,0.0009419459,0.00012294801,0.0005252478,0.0003935385,0.00044513616],"category_scores_gemma":[0.0009456972,0.00023321608,0.0005168608,0.00079026824,0.00043655233,0.00038526804,0.000025215697,0.0019603565,0.0000069988137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031424244,0.00008630158,0.895336,0.00017296575,0.00091984705,0.00020957246,0.0037003676,0.0005248604,0.006430026,0.0011031429,0.005186126,0.08601656],"study_design_scores_gemma":[0.002355588,0.00064317853,0.92164445,0.00047538502,0.00029609687,0.00017979411,0.0071726036,0.0032848245,0.012877633,0.00031998698,0.05017507,0.00057539775],"about_ca_topic_score_codex":0.7915847,"about_ca_topic_score_gemma":0.97644365,"teacher_disagreement_score":0.184859,"about_ca_system_score_codex":0.0025099516,"about_ca_system_score_gemma":0.0035132035,"threshold_uncertainty_score":0.9510276},"labels":[],"label_agreement":null},{"id":"W2164420220","doi":"10.1016/j.smrv.2011.12.002","title":"Frequently used sleep questionnaires in epidemiological and genetic research for obstructive sleep apnea: A review","year":2012,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Comparability; Epidemiology; Medicine; Citation; Sample size determination; Sleep (system call); Sleep apnea; Obstructive sleep apnea; MEDLINE; Sample (material); Psychology; Family medicine; Statistics; Pathology; Computer science; Internal medicine","score_opus":0.28782481156060896,"score_gpt":0.48684545063103296,"score_spread":0.199020639070424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164420220","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022113549,0.96803945,0.00067993585,0.0028209588,0.00085470855,0.026812766,0.00006534409,0.00009775474,0.0006069838],"genre_scores_gemma":[0.000046311467,0.9812418,0.004810657,0.00065109506,0.0026757098,0.009646014,0.00050512195,0.00028040627,0.00014287935],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9788507,0.008575229,0.0053980164,0.0025808893,0.0018896012,0.0027055491],"domain_scores_gemma":[0.9864088,0.007012859,0.001575387,0.002405247,0.0010085134,0.0015891531],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.019251484,0.0018457806,0.013846289,0.0018721629,0.00031762055,0.000035796962,0.00108715,0.0012682059,0.000655697],"category_scores_gemma":[0.03470737,0.0011584257,0.0015003296,0.0031630024,0.0022058836,0.00025103881,0.0006266534,0.004236306,0.00038910494],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046647005,0.00018330428,0.00066851417,0.19658262,0.00034758428,0.00011649462,0.000105092055,6.116768e-8,0.0000038768735,0.00048667932,0.0015061523,0.799953],"study_design_scores_gemma":[0.0017258761,0.00093237724,0.00090049475,0.16269279,0.004552476,0.0009561259,0.000042790758,0.000058706348,6.158364e-7,0.0005029159,0.82687694,0.0007579173],"about_ca_topic_score_codex":0.00015433594,"about_ca_topic_score_gemma":0.000067452806,"teacher_disagreement_score":0.8253708,"about_ca_system_score_codex":0.001525412,"about_ca_system_score_gemma":0.00025334538,"threshold_uncertainty_score":0.9994287},"labels":[],"label_agreement":null},{"id":"W2164438359","doi":"10.5664/jcsm.26964","title":"Upper Airway Myopathy is Important in the Pathophysiology of Obstructive Sleep Apnea","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Obstructive sleep apnea; Pathophysiology; Myopathy; Pharyngeal muscles; Airway; Sleep (system call); Sleep apnea; Intensive care medicine; Physical medicine and rehabilitation; Internal medicine; Anesthesia","score_opus":0.04153773407416468,"score_gpt":0.4003559790693578,"score_spread":0.35881824499519316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164438359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834641,0.0018952441,0.0010639117,0.0096546225,0.0014142566,0.00048952544,0.0000064603305,0.0000075790063,0.0020042637],"genre_scores_gemma":[0.99200785,0.00039765055,0.0012032129,0.0035574017,0.0027609235,0.0000032781893,0.0000043429563,0.00003375701,0.00003156587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99174666,0.0006094688,0.0047957757,0.00038792283,0.0018064247,0.0006537279],"domain_scores_gemma":[0.991395,0.004205757,0.002054391,0.0006624957,0.001174258,0.0005080734],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.013524826,0.00030619028,0.0019898769,0.0005604369,0.000054707143,0.000005279271,0.00063963805,0.00038388255,0.00064953975],"category_scores_gemma":[0.009580541,0.00016226542,0.00064036634,0.0009156626,0.0013745228,0.00014233112,0.00010805022,0.0024233244,0.0000146349375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007336705,0.001478561,0.6508012,0.00013628561,0.0005671425,0.0024893333,0.0030652424,0.000004133181,0.010919156,0.00071456,0.000843882,0.32164383],"study_design_scores_gemma":[0.010607651,0.008350724,0.96688294,0.00022079759,0.00040539206,0.0006674102,0.004471906,0.00033639328,0.001802907,0.003932744,0.002149865,0.00017125819],"about_ca_topic_score_codex":0.00003873738,"about_ca_topic_score_gemma":0.0000126984605,"teacher_disagreement_score":0.3214726,"about_ca_system_score_codex":0.00010450862,"about_ca_system_score_gemma":0.00011834343,"threshold_uncertainty_score":0.9998781},"labels":[],"label_agreement":null},{"id":"W2164462575","doi":"10.1378/chest.11-1809","title":"Declining Kidney Function Increases the Prevalence of Sleep Apnea and Nocturnal Hypoxia","year":2012,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":206,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Kidney disease; Sleep apnea; Renal function; Internal medicine; Obstructive sleep apnea; Dialysis; Hypoxia (environmental); Hemodialysis; Nephrology; Apnea; Comorbidity","score_opus":0.031059809298835186,"score_gpt":0.3016176959566706,"score_spread":0.2705578866578354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164462575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993374,0.0029864544,0.0013845392,0.0008974425,0.00032032587,0.0001353757,0.000005447246,0.000010075784,0.00088634336],"genre_scores_gemma":[0.9972606,0.00015823044,0.0010683155,0.00028867766,0.0010832272,0.0000033858987,0.0000012354741,0.000016132997,0.000120228586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986654,0.00013084148,0.00029817788,0.00010865562,0.00046913672,0.0003277971],"domain_scores_gemma":[0.99861324,0.00024413785,0.00019076942,0.00017941654,0.00022274726,0.00054967357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012045915,0.00011311993,0.00018426553,0.00011110375,0.00020017382,0.00003382887,0.00011767084,0.000064764994,0.00046740056],"category_scores_gemma":[0.0014726518,0.00006921343,0.00007977603,0.00014942836,0.00026344688,0.00027960737,0.000076861426,0.0006267459,0.000014121019],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040287623,0.00015679067,0.9413257,0.00044635308,0.00016977939,0.000016362725,0.0005251141,0.000001099806,0.020932898,0.00008157024,0.00041757993,0.035523847],"study_design_scores_gemma":[0.001185799,0.00026196716,0.98643637,0.0001017952,0.00029575144,0.0035156491,0.00039664062,0.00027213644,0.0038412227,0.000114008886,0.003501349,0.00007730459],"about_ca_topic_score_codex":0.000007431701,"about_ca_topic_score_gemma":3.3617806e-7,"teacher_disagreement_score":0.045110647,"about_ca_system_score_codex":0.000054051707,"about_ca_system_score_gemma":0.00006250678,"threshold_uncertainty_score":0.51177084},"labels":[],"label_agreement":null},{"id":"W2165384819","doi":"10.1186/1476-9255-10-13","title":"Treatment for sleep apnea by continuous positive airway pressure improves levels of inflammatory markers - a meta-analysis","year":2013,"lang":"en","type":"article","venue":"Journal of Inflammation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Internal medicine; Sleep apnea; Meta-analysis; Gastroenterology; Cardiology","score_opus":0.024097791089439144,"score_gpt":0.29402540507425534,"score_spread":0.2699276139848162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165384819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98006475,0.0014466493,0.012562155,0.0026121717,0.00009695703,0.0024714174,0.00019558839,0.000015442834,0.0005348411],"genre_scores_gemma":[0.9960035,0.000011403018,0.0028905207,0.000020037758,0.00014202509,0.00010265712,0.000026836513,0.00002383303,0.00077917794],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99767685,0.00017360681,0.0010729763,0.00018087012,0.0006460963,0.0002496305],"domain_scores_gemma":[0.9958832,0.0003649028,0.0012663285,0.00026039462,0.002042528,0.00018263161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060900016,0.00022047438,0.001219225,0.00053846533,0.00005660092,0.00004384161,0.00013411668,0.00013127961,0.00044365478],"category_scores_gemma":[0.00036676787,0.00014834899,0.0013587081,0.00029637435,0.00009903961,0.00052468455,0.0000239456,0.0001682422,0.000007503678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013508671,0.00025198775,0.003091745,0.00023229746,0.2608475,0.000016161617,0.0010377337,0.00029246326,0.6653269,0.00010566049,0.00039261897,0.06705405],"study_design_scores_gemma":[0.0076713054,0.0050533214,0.080602616,0.000024339606,0.2577845,0.000090038244,0.0012431641,0.018673146,0.6271348,0.00025426465,0.0011236534,0.00034488857],"about_ca_topic_score_codex":0.000044718556,"about_ca_topic_score_gemma":0.000005463802,"teacher_disagreement_score":0.07751087,"about_ca_system_score_codex":0.00017186429,"about_ca_system_score_gemma":0.00007141091,"threshold_uncertainty_score":0.6049496},"labels":[],"label_agreement":null},{"id":"W2166289269","doi":"10.1016/j.ijporl.2015.07.002","title":"Causes, costs, and risk factors for unplanned return visits after adenotonsillectomy in children","year":2015,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Tonsillectomy; Medicaid; Psychological intervention; Pediatrics; Adenoidectomy; Emergency department; Odds ratio; Risk factor; Emergency medicine; Health care; Surgery; Internal medicine","score_opus":0.016174949593870194,"score_gpt":0.30088049736689987,"score_spread":0.2847055477730297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166289269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958395,0.0021819482,0.00017972682,0.00046318042,0.00072911946,0.00044909216,0.000098314726,0.000010451361,0.000048699905],"genre_scores_gemma":[0.9970182,0.0004729879,0.00082953746,0.00007815732,0.0014961051,0.000013496361,0.000026073623,0.000025424008,0.000039989834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819237,0.00015267497,0.00054515514,0.0002254588,0.00059898506,0.0002853684],"domain_scores_gemma":[0.9979151,0.00033901908,0.0003658752,0.00011916647,0.0009557348,0.00030511388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005910301,0.00016995819,0.00038380368,0.0010190675,0.000023781757,0.00003256512,0.00025604203,0.00017708541,0.000043171996],"category_scores_gemma":[0.0019029748,0.00013941021,0.000115072784,0.00019559739,0.00006367616,0.00023527806,0.0001067007,0.0005747014,0.0000056335616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017623745,0.00014043385,0.9958757,0.0000075424823,0.00039735876,0.00021834596,0.00029740133,0.0000035557512,0.000088052824,0.000029058243,0.0005960497,0.00058408204],"study_design_scores_gemma":[0.0061888285,0.0008011878,0.99039453,0.000011173071,0.00019779502,0.0012309364,0.000095717514,0.000102313745,0.00025890104,0.00018924582,0.00040897803,0.00012038004],"about_ca_topic_score_codex":0.00022037221,"about_ca_topic_score_gemma":0.0000505492,"teacher_disagreement_score":0.0054812017,"about_ca_system_score_codex":0.00044648428,"about_ca_system_score_gemma":0.00021691149,"threshold_uncertainty_score":0.5684984},"labels":[],"label_agreement":null},{"id":"W2166290967","doi":"10.1378/chest.07-2595","title":"Timing of Nocturnal Ventricular Ectopy in Heart Failure Patients With Sleep Apnea","year":2008,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Central sleep apnea; Obstructive sleep apnea; Apnea; Cardiology; Anesthesia; Heart failure; Ventilation (architecture); Sleep apnea; Apnea–hypopnea index; Hyperpnea; Internal medicine; Polysomnography; Respiratory system","score_opus":0.017722979879749794,"score_gpt":0.26195993751087987,"score_spread":0.24423695763113007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166290967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982411,0.00013873182,0.0005664078,0.0005595274,0.00007605865,0.0002019055,0.000002329272,0.000007350844,0.00020654988],"genre_scores_gemma":[0.9923694,0.000005300969,0.007346617,0.000050165618,0.00017699484,0.0000027678866,0.000005372173,0.00002401611,0.000019336061],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827135,0.000063984255,0.0003481751,0.00016268714,0.0007840615,0.0003697459],"domain_scores_gemma":[0.9990017,0.000047671932,0.0001441766,0.00017306578,0.000372666,0.00026075612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023387208,0.00014098083,0.00034159972,0.00034941212,0.00010725315,0.0000137747575,0.000119508295,0.000078454796,0.00029305363],"category_scores_gemma":[0.00017056565,0.0001017572,0.00010079916,0.000428681,0.00015377354,0.00015085009,0.000037501635,0.0007917887,0.00001733206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029853653,0.00032265624,0.99460447,0.00006084812,0.00007691659,0.0007908583,0.00030954345,0.000047412246,0.0018549847,0.0000032615317,0.00019671375,0.0014337873],"study_design_scores_gemma":[0.005202271,0.00054232555,0.9790558,0.00010995727,0.000034939167,0.0029753633,0.00014622821,0.0003118529,0.010370512,0.000014717805,0.0011214259,0.00011460691],"about_ca_topic_score_codex":0.00000787468,"about_ca_topic_score_gemma":0.0000028364868,"teacher_disagreement_score":0.015548681,"about_ca_system_score_codex":0.00018565869,"about_ca_system_score_gemma":0.00008761331,"threshold_uncertainty_score":0.4149538},"labels":[],"label_agreement":null},{"id":"W2166310222","doi":"10.1016/s1499-2671(11)52196-3","title":"Obstructive sleep apnea: screening methodologies explored","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Sleep (system call); Intensive care medicine; Apnea; Anesthesia","score_opus":0.12222875807399888,"score_gpt":0.3121710894458824,"score_spread":0.18994233137188352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166310222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918346,0.0014009647,0.0017439107,0.00037781053,0.0005143284,0.00017613242,0.00001477917,0.000016097423,0.0039214147],"genre_scores_gemma":[0.9338657,0.0000024109718,0.065675996,0.00014347656,0.00023537935,0.000005174891,0.000002346394,0.000033804838,0.000035678764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824876,0.00019570999,0.00041643713,0.00018140915,0.00030199206,0.000655669],"domain_scores_gemma":[0.997456,0.0002588337,0.00022700553,0.00025266188,0.00067188725,0.0011335916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007220215,0.00017984533,0.0004948921,0.0007584042,0.00012843157,0.000032998505,0.00030583533,0.00011740429,0.0006409019],"category_scores_gemma":[0.0021408687,0.00015129593,0.0002129704,0.0003579815,0.00041862304,0.0003220312,0.000029989873,0.00055096514,0.00002102327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005262224,0.000020802117,0.7984662,0.0000536549,0.0008377904,0.00031318344,0.0032219163,0.0000058619335,0.0046188673,0.0005165658,0.0002322426,0.19166028],"study_design_scores_gemma":[0.001372491,0.0007585048,0.9421779,0.00010200325,0.00022511819,0.00008257226,0.005455576,0.000115903094,0.045515478,0.0033286957,0.00063711527,0.00022862839],"about_ca_topic_score_codex":0.00036252273,"about_ca_topic_score_gemma":0.0004625575,"teacher_disagreement_score":0.19143166,"about_ca_system_score_codex":0.00017824645,"about_ca_system_score_gemma":0.00030882447,"threshold_uncertainty_score":0.70174265},"labels":[],"label_agreement":null},{"id":"W2166313526","doi":"10.1378/chest.117.2.454","title":"Hypercapnic Ventilatory Response in Patients With and Without Obstructive Sleep Apnea","year":2000,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Spirometry; Body mass index; Confounding; Ventilation (architecture); Apnea; Internal medicine; Sleep apnea; Anesthesia; Cardiology; Physical therapy; Asthma","score_opus":0.0117796076517977,"score_gpt":0.26342319980090156,"score_spread":0.25164359214910387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166313526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984083,0.00019690412,0.000016054742,0.00018856389,0.000064086424,0.00027646124,0.0000033999852,0.000014889607,0.00083134556],"genre_scores_gemma":[0.9984845,0.000013948007,0.0010904185,0.000067041125,0.00010039754,0.0000064393175,0.000002764189,0.000036507823,0.00019797112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984366,0.00013273674,0.00026010835,0.000258763,0.0005243031,0.00038748857],"domain_scores_gemma":[0.9991597,0.000051717638,0.00007035822,0.0002147813,0.00017082134,0.0003326493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004577639,0.00017203976,0.00029326358,0.0002612524,0.000116117284,0.000046035813,0.0000995926,0.00008820573,0.00061842345],"category_scores_gemma":[0.00011352721,0.00013213143,0.000046754307,0.00025435854,0.00026737002,0.00023373858,0.00002869659,0.0007811962,0.000046609148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014946812,0.00019507158,0.9387056,0.00002824872,0.00008331654,0.00011547841,0.0005937926,0.0000062211193,0.0004844598,0.0000034112722,0.000007035018,0.044830557],"study_design_scores_gemma":[0.0068809353,0.000919078,0.9900363,0.0000718316,0.000046590292,0.00045430823,0.00024150379,0.000109476954,0.00039209562,0.000045611498,0.0006632063,0.00013902418],"about_ca_topic_score_codex":0.0000031478578,"about_ca_topic_score_gemma":0.0000018954033,"teacher_disagreement_score":0.051330745,"about_ca_system_score_codex":0.0002528188,"about_ca_system_score_gemma":0.0000722612,"threshold_uncertainty_score":0.6771303},"labels":[],"label_agreement":null},{"id":"W2166657864","doi":"10.1093/ndt/gfm309","title":"Impact of kidney transplantation on sleep apnoea in patients with end-stage renal disease","year":2007,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Polysomnography; Transplantation; Dialysis; Kidney disease; Kidney transplantation; End stage renal disease; Creatinine; Kidney; Sleep apnea; Hemodialysis; Internal medicine; Surgery; Apnea","score_opus":0.009023865221732005,"score_gpt":0.28251350795021,"score_spread":0.27348964272847803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166657864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930001,0.00000808151,0.005232907,0.00013314167,0.000037762522,0.0007441531,0.0004075215,0.000034088796,0.00040226057],"genre_scores_gemma":[0.9963917,0.00003688561,0.00031760318,0.0002628706,0.000047705544,0.0000262658,0.0028726275,0.000030933792,0.000013408521],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779767,0.00016340916,0.0004998636,0.0004250204,0.0006637816,0.0004502651],"domain_scores_gemma":[0.9986935,0.00023277811,0.00015754515,0.0002774422,0.00019294486,0.000445762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039738708,0.00024303439,0.0004248871,0.000922543,0.000051222225,0.000007402153,0.00009912895,0.00015713072,0.0003330235],"category_scores_gemma":[0.000066212444,0.00019446707,0.00018371014,0.000672249,0.00018983099,0.0001804866,0.0000035321343,0.0003055657,0.000015687185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04951876,0.0008947454,0.93220854,0.00020621177,0.00037771507,0.00025171126,0.00091377035,0.0010985663,0.009907182,0.00010638139,0.000005331033,0.004511111],"study_design_scores_gemma":[0.011697645,0.0018107949,0.9810179,0.00005908507,0.0006680019,0.0000058736086,0.000014648093,0.0003507162,0.0041919565,0.000017474918,0.000009879503,0.000156049],"about_ca_topic_score_codex":0.0001934281,"about_ca_topic_score_gemma":0.00023064422,"teacher_disagreement_score":0.04880936,"about_ca_system_score_codex":0.00019072088,"about_ca_system_score_gemma":0.00012997995,"threshold_uncertainty_score":0.7930137},"labels":[],"label_agreement":null},{"id":"W2166686083","doi":"10.1016/j.resp.2008.03.004","title":"Lower body positive pressure increases upper airway collapsibility in healthy subjects","year":2008,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Airway; Upper body; Lower body; Medicine; Anesthesia; Anatomy; Cardiology; Physical medicine and rehabilitation","score_opus":0.022566317641959155,"score_gpt":0.30169439353797906,"score_spread":0.2791280758960199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166686083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959703,0.00071315124,0.000002222085,0.00040831137,0.00038878416,0.0012596727,0.00008457284,0.00010554735,0.0010674217],"genre_scores_gemma":[0.99347687,0.00006079913,0.000033471257,0.0058074235,0.00029316143,0.00011612475,0.000057454265,0.000054628978,0.000100084486],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99497896,0.0018799909,0.00061873125,0.0012646297,0.00020923969,0.0010484423],"domain_scores_gemma":[0.99749404,0.00075971114,0.00016899267,0.0009199344,0.00032406018,0.0003332716],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037190877,0.00040968502,0.0010194503,0.00041969217,0.00021754813,0.000004471954,0.00029978977,0.00050137157,0.0004350003],"category_scores_gemma":[0.0007302011,0.0003609655,0.00020656301,0.00057726935,0.00148235,0.00011913409,0.0002896902,0.0010526776,0.00022679566],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008974499,0.0014088245,0.293552,0.0001004352,0.00014903485,0.0004843892,0.00008254631,0.000019618805,0.69427955,0.00020489923,0.00057875784,0.00016545077],"study_design_scores_gemma":[0.003636086,0.005890576,0.9670156,0.000020735233,0.000041086023,0.00021799868,0.000021935071,0.000037001548,0.018106421,0.00006343927,0.0046866336,0.00026244944],"about_ca_topic_score_codex":0.00021055876,"about_ca_topic_score_gemma":0.000054040967,"teacher_disagreement_score":0.6761731,"about_ca_system_score_codex":0.00017784636,"about_ca_system_score_gemma":0.00049186096,"threshold_uncertainty_score":0.99988425},"labels":[],"label_agreement":null},{"id":"W2167344837","doi":"10.1016/j.prrv.2013.09.001","title":"Sleeping too Close Together: Obesity and Obstructive Sleep Apnea in Childhood and Adolescence","year":2013,"lang":"en","type":"review","venue":"Paediatric Respiratory Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Obesity; Continuous positive airway pressure; Overweight; Pediatrics; Childhood obesity; Adverse effect; Adenoidectomy; Sleep apnea; Positive airway pressure; Management of obesity; Intensive care medicine; Tonsillectomy; Weight loss; Internal medicine; Surgery","score_opus":0.050736815227605925,"score_gpt":0.3325358695393634,"score_spread":0.2817990543117575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167344837","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002690694,0.98768324,0.000026154083,0.00002785865,0.0002651393,0.008648544,0.000035474663,0.00006295565,0.0005599492],"genre_scores_gemma":[0.00012745678,0.9964538,0.0010640146,0.00029047194,0.00090282504,0.00093054184,0.000024650064,0.00015627955,0.000049930703],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.992266,0.0019459327,0.002236588,0.0018236196,0.0007113108,0.0010165555],"domain_scores_gemma":[0.99607193,0.0006050043,0.0010578643,0.001309728,0.0002010446,0.00075440574],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002518548,0.0011958492,0.005279037,0.0010692333,0.00017987349,0.00012033648,0.000494674,0.0008078163,0.000098028046],"category_scores_gemma":[0.0022575983,0.0009232184,0.000671405,0.0017755537,0.00041720958,0.00037353474,0.0006737983,0.0023623363,0.00036093526],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010480674,0.00014275158,0.014835811,0.03222001,0.000109137596,0.00007799285,0.00014065154,2.3331092e-8,0.0000026703915,0.0000442578,0.0001237862,0.95229244],"study_design_scores_gemma":[0.001236052,0.00025456355,0.016335618,0.0076509654,0.0013631675,0.00021414134,0.00004481099,0.000010720216,0.0000021759452,0.00007036855,0.9718531,0.0009643505],"about_ca_topic_score_codex":0.000028909353,"about_ca_topic_score_gemma":0.0000072764597,"teacher_disagreement_score":0.9717293,"about_ca_system_score_codex":0.00047859762,"about_ca_system_score_gemma":0.00024233885,"threshold_uncertainty_score":0.99993926},"labels":[],"label_agreement":null},{"id":"W2167364026","doi":"","title":"Anti-inflammatory therapy for obstructive sleep apnea in children.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Obstructive sleep apnea; Medicine; Adenoidectomy; Tonsillectomy; Neurocognitive; Polysomnography; Randomized controlled trial; Montelukast; Pediatrics; Nasal administration; Apnea; Internal medicine; Anesthesia; Cognition; Asthma; Psychiatry; Immunology","score_opus":0.03212994761787663,"score_gpt":0.25744073956338254,"score_spread":0.2253107919455059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167364026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902301,0.00030742257,0.0001996999,0.00012467489,0.00020248113,0.004421218,0.000017898437,0.00007698022,0.004419528],"genre_scores_gemma":[0.9949743,0.000020735944,0.00081013574,0.000106733,0.00021250993,0.0036983602,0.000017207954,0.00005283341,0.00010717636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823,0.00005695228,0.00028294022,0.0004160546,0.00029898537,0.0007150649],"domain_scores_gemma":[0.9990986,0.00006581377,0.00007487291,0.00038528073,0.00014838316,0.00022706267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041871087,0.00018981959,0.0003412725,0.00031142405,0.000054363263,0.00001345633,0.00019303663,0.00012786042,0.00008492327],"category_scores_gemma":[0.00020610906,0.0001655622,0.00012959784,0.00028349724,0.00017789828,0.00015499587,0.000053161348,0.0002637073,0.00002148032],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049302564,0.00016873084,0.66849923,0.000017457542,0.00016723762,0.0000124239405,0.00031489803,2.9002695e-7,0.00026670692,0.00050116016,0.000019591213,0.32953927],"study_design_scores_gemma":[0.004398877,0.00007803109,0.97649676,0.000003506038,0.000020819163,0.000033786077,0.00011251949,0.00005705829,0.01779239,0.000616642,0.00022829823,0.00016132799],"about_ca_topic_score_codex":0.000040982235,"about_ca_topic_score_gemma":0.0000055537485,"teacher_disagreement_score":0.32937795,"about_ca_system_score_codex":0.00014483553,"about_ca_system_score_gemma":0.000021773663,"threshold_uncertainty_score":0.67514306},"labels":[],"label_agreement":null},{"id":"W2167472856","doi":"10.1378/chest.125.1.98","title":"Extrathoracic Expiratory Flow Limitation in Obesity and Obstructive and Restrictive Disorders","year":2004,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Christie (Canada)","funders":"","keywords":"Medicine; Obesity; Cardiology; Intensive care medicine; Internal medicine","score_opus":0.020835849179729422,"score_gpt":0.2940890333641803,"score_spread":0.2732531841844509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167472856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99585086,0.0013507149,0.0013139929,0.0007201437,0.00006972806,0.00023276602,0.0000023020948,0.000011663546,0.00044782393],"genre_scores_gemma":[0.9932056,0.00049225974,0.00611054,0.000035532652,0.000119845026,0.000006997057,0.0000022311574,0.000015666292,0.000011336479],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989793,0.00007864794,0.00020224848,0.00022239529,0.00027052287,0.0002469016],"domain_scores_gemma":[0.9993935,0.000084060586,0.00007222247,0.00009479698,0.00011861238,0.00023679415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002876149,0.00012677944,0.00019290642,0.00026637124,0.00013822135,0.00004990335,0.000045865945,0.00009274773,0.000010015016],"category_scores_gemma":[0.0003746698,0.00011481769,0.000031882784,0.00025041174,0.00023603711,0.00032499264,0.00003785763,0.0006611607,0.000004514795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044863668,0.00036219478,0.8168891,0.00017153681,0.00009767577,0.00046950302,0.007556326,0.0000851348,0.013797854,0.0005550139,0.000011268172,0.15955576],"study_design_scores_gemma":[0.0026262251,0.00025289186,0.98422945,0.00007282166,0.000027313321,0.00044865528,0.0032862448,0.00016100201,0.0012322867,0.00749441,0.00006204672,0.00010664236],"about_ca_topic_score_codex":0.0000146681305,"about_ca_topic_score_gemma":0.000047376547,"teacher_disagreement_score":0.16734037,"about_ca_system_score_codex":0.0003063043,"about_ca_system_score_gemma":0.000100669655,"threshold_uncertainty_score":0.46821293},"labels":[],"label_agreement":null},{"id":"W2167925671","doi":"10.1164/rccm.200609-1271oc","title":"Effects of Continuous Positive Airway Pressure on Cerebral Vascular Response to Hypoxia in Patients with Obstructive Sleep Apnea","year":2007,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Hypoxia (environmental); Obstructive sleep apnea; Cerebral blood flow; Anesthesia; Continuous positive airway pressure; Apnea; Blood pressure; Sleep apnea; Cardiology; Blood flow; Cerebral hypoxia; Internal medicine; Ischemia","score_opus":0.005034182900338113,"score_gpt":0.27275197299929693,"score_spread":0.2677177900989588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167925671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969527,0.0010010382,0.00063619186,0.0004937042,0.00011700827,0.00057935686,0.000012021017,0.0000068530676,0.00020111943],"genre_scores_gemma":[0.998288,0.0000013083902,0.0005235662,0.00097305974,0.00017297095,0.0000049595687,0.0000013374456,0.00003162792,0.0000032075427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968326,0.00055940705,0.0006140568,0.00032327248,0.0012143374,0.0004562884],"domain_scores_gemma":[0.9951432,0.0021053567,0.00020685788,0.00023589822,0.0016022712,0.00070643716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010667099,0.00025607424,0.0010037204,0.0006908464,0.00005452199,0.000006824908,0.00014224787,0.00007888145,0.000021133552],"category_scores_gemma":[0.004168883,0.00017439375,0.000095050535,0.00065743556,0.0015699717,0.00010386737,0.00004806084,0.0007001365,0.0000011807899],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.09758944,0.0007058899,0.6850121,0.00059961074,0.0004832355,0.001827087,0.0061144377,0.000009136005,0.013233868,0.00036195133,0.000020535183,0.19404273],"study_design_scores_gemma":[0.008193749,0.062460735,0.9097049,0.00079260155,0.0003589565,0.000037199243,0.0066012037,0.000001666956,0.011452621,0.000011639627,0.00022777989,0.00015692927],"about_ca_topic_score_codex":0.000021248376,"about_ca_topic_score_gemma":0.0000035405506,"teacher_disagreement_score":0.22469284,"about_ca_system_score_codex":0.00015610659,"about_ca_system_score_gemma":0.00007337831,"threshold_uncertainty_score":0.7111571},"labels":[],"label_agreement":null},{"id":"W2168008397","doi":"","title":"APNEIC: an easy-to-use screening tool for obstructive sleep apnea.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Polysomnography; Obstructive sleep apnea; Medicine; Apnea; Sleep (system call); Sleep apnea syndromes; Sleep apnea; Intensive care medicine; Computer science; Anesthesia","score_opus":0.04258539975436996,"score_gpt":0.29496653453082866,"score_spread":0.2523811347764587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168008397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731511,0.000009384758,0.01830859,0.0010957744,0.00077596813,0.0051339925,0.000090249465,0.00021761114,0.0012173564],"genre_scores_gemma":[0.95115536,3.5114937e-7,0.041478455,0.0004986219,0.0010429134,0.00474935,0.00006329358,0.000102976395,0.0009086896],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971325,0.000063811756,0.0003412807,0.0007186153,0.00062224554,0.001121541],"domain_scores_gemma":[0.99727196,0.00035103713,0.00008479518,0.00084430247,0.00056062214,0.0008872927],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007064251,0.00027854915,0.00040335715,0.00035645772,0.0001976685,0.00014293268,0.00032758215,0.00020459872,0.00009014997],"category_scores_gemma":[0.003029597,0.0002567795,0.00016981066,0.00045573956,0.0001828939,0.0005665953,0.00015763096,0.00063923706,0.00004664331],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011952012,0.00017891529,0.09569345,0.000054603406,0.00020198438,0.000029023673,0.00022577566,0.000006367282,0.009989844,0.0016077367,0.00012540605,0.8906917],"study_design_scores_gemma":[0.002548183,0.0001723058,0.9687032,0.000004728592,0.000096099975,0.00006552518,0.0001397469,0.001553347,0.011145205,0.0003893988,0.014853831,0.00032842698],"about_ca_topic_score_codex":0.000054491633,"about_ca_topic_score_gemma":0.00003680602,"teacher_disagreement_score":0.8903633,"about_ca_system_score_codex":0.000096508156,"about_ca_system_score_gemma":0.000024563215,"threshold_uncertainty_score":0.99998844},"labels":[],"label_agreement":null},{"id":"W2168645969","doi":"10.1155/2015/849472","title":"The Interaction between Obstructive Sleep Apnea and Parkinson’s Disease: Possible Mechanisms and Implications for Cognitive Function","year":2015,"lang":"en","type":"review","venue":"Parkinson s Disease","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"McGill University Health Centre; McGill University; American Thoracic Society","keywords":"Medicine; Obstructive sleep apnea; Parkinson's disease; Neurocognitive; Disease; Cognition; Excessive daytime sleepiness; Neuroscience; Population; Sleep disorder; Psychiatry; Internal medicine; Psychology","score_opus":0.0663983358204305,"score_gpt":0.37430037762421225,"score_spread":0.3079020418037818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168645969","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004685261,0.98289585,0.005678508,0.00052942074,0.0004103647,0.0062919226,0.0034255106,0.000115420735,0.00018446537],"genre_scores_gemma":[0.039213713,0.9509569,0.00032238598,0.000078837205,0.0009196311,0.005292186,0.0027443736,0.00021754162,0.00025443188],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99652064,0.00039338588,0.0006827308,0.0012196266,0.00053476787,0.00064885616],"domain_scores_gemma":[0.99486196,0.0014710947,0.0005016121,0.0006602418,0.0007654466,0.0017396715],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061327603,0.0006770577,0.001258661,0.00035308354,0.000723424,0.00027734626,0.00021108,0.00024423256,0.000020823112],"category_scores_gemma":[0.001212629,0.0004959691,0.0004277056,0.00044416788,0.00043519353,0.00029882306,0.0002607066,0.00061353995,0.000034183624],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011557479,0.000098291064,0.0035720803,0.004565362,0.00093890406,0.000008663103,0.000042307314,1.122689e-7,7.5909514e-7,0.001119989,0.0001587944,0.988339],"study_design_scores_gemma":[0.0015683976,0.000274904,0.06913327,0.0017404528,0.01180181,0.000025753698,0.00032369466,0.00018486285,0.0000012352814,0.0077384533,0.9066726,0.00053458405],"about_ca_topic_score_codex":0.000011171778,"about_ca_topic_score_gemma":0.0000045227657,"teacher_disagreement_score":0.9878044,"about_ca_system_score_codex":0.00041844876,"about_ca_system_score_gemma":0.00041730012,"threshold_uncertainty_score":0.9997492},"labels":[],"label_agreement":null},{"id":"W2168720372","doi":"10.1586/17476348.2.4.495","title":"Energy expenditure and respiratory diseases: is there a link?","year":2008,"lang":"en","type":"article","venue":"Expert Review of Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"COPD; Medicine; Obstructive sleep apnea; Respiratory system; Energy expenditure; Pulmonary disease; Intensive care medicine; Affect (linguistics); Physical therapy; Cardiology; Internal medicine; Psychology","score_opus":0.043013079052450554,"score_gpt":0.35868277394038733,"score_spread":0.3156696948879368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168720372","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019281827,0.9696518,0.00011327472,0.005350769,0.00024334394,0.0007502603,0.000019912128,0.00007604032,0.0045127566],"genre_scores_gemma":[0.24646449,0.6006033,0.0005981617,0.14428762,0.0062219123,0.0004807152,0.000061382285,0.00024524523,0.0010371807],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962929,0.0003452252,0.000922832,0.00067198393,0.0013211454,0.0004458988],"domain_scores_gemma":[0.99718803,0.00021298295,0.0003070649,0.0011317232,0.00046102444,0.0006991931],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005542407,0.00041916678,0.0013941232,0.00030582477,0.0001546506,0.0000037870636,0.00028634438,0.00018140023,0.0026615683],"category_scores_gemma":[0.0008575209,0.0002843612,0.0002248859,0.00051707256,0.0012789376,0.00014415465,0.0001520419,0.00039795582,0.000025530027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006921677,0.00053602963,0.050039425,0.020690197,0.0006705646,0.0024549465,0.0026732322,5.3091444e-8,0.03389993,0.001130559,0.53509486,0.35211802],"study_design_scores_gemma":[0.0026925968,0.0013547833,0.014318267,0.0103818625,0.000132159,0.00016928696,0.0002464619,0.0000065892123,0.0039951,0.00002691173,0.96640605,0.00026990994],"about_ca_topic_score_codex":0.00004496223,"about_ca_topic_score_gemma":0.000001930868,"teacher_disagreement_score":0.4313112,"about_ca_system_score_codex":0.00010876667,"about_ca_system_score_gemma":0.00022658524,"threshold_uncertainty_score":0.99996084},"labels":[],"label_agreement":null},{"id":"W2169831476","doi":"10.1378/chest.10-2858","title":"Oxygen for Obesity Hypoventilation Syndrome","year":2011,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Servier; University of Alberta; United Therapeutics Corporation; Heart and Stroke Foundation of Canada; Eli Lilly and Company","keywords":"Obesity hypoventilation syndrome; Medicine; Hypoventilation; Obesity; Oxygen; Anesthesia; Intensive care medicine; Cardiology; Internal medicine; Respiratory system","score_opus":0.056367843577014895,"score_gpt":0.3014591301839219,"score_spread":0.245091286606907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169831476","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12537467,0.001989473,0.01871448,0.830531,0.0061782463,0.004390588,0.00022012286,0.00019738756,0.0124040395],"genre_scores_gemma":[0.21648425,0.00044040734,0.054531485,0.5690465,0.08735668,0.0003758974,0.0023076,0.001296078,0.06816109],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979296,0.00006558754,0.00041537458,0.00032282178,0.00068416045,0.00058248104],"domain_scores_gemma":[0.9984859,0.00010340362,0.00031419902,0.00035999084,0.0005229748,0.00021351663],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004940765,0.00027491784,0.00053446926,0.00036311054,0.00019083271,0.00007832588,0.0002759275,0.00072202255,0.0012719806],"category_scores_gemma":[0.00025325018,0.00023607351,0.00043477424,0.00012228602,0.000106524516,0.00013929844,0.00006296621,0.0031619575,0.00022915183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020041686,0.00015283727,0.006431235,0.0016663244,0.0008017303,0.004882576,0.00013923271,2.0712972e-7,0.000710861,0.00001745646,0.9791382,0.005858955],"study_design_scores_gemma":[0.0018907739,0.00056615216,0.10879661,0.00025370612,0.000500952,0.013410405,0.000021030757,0.000041858282,0.0007048862,0.0017372965,0.8717547,0.00032161156],"about_ca_topic_score_codex":0.0000045777056,"about_ca_topic_score_gemma":5.4752473e-7,"teacher_disagreement_score":0.26148447,"about_ca_system_score_codex":0.00042436097,"about_ca_system_score_gemma":0.00016303244,"threshold_uncertainty_score":0.999641},"labels":[],"label_agreement":null},{"id":"W2170080966","doi":"10.1136/thx.2005.050625","title":"How best to determine optimal nasal CPAP in patients with OSAH?","year":2006,"lang":"en","type":"letter","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Continuous positive airway pressure; Anesthesia; Blood pressure; Intensive care medicine; Surgery; Internal medicine; Obstructive sleep apnea","score_opus":0.01968797016321073,"score_gpt":0.27460052432252663,"score_spread":0.2549125541593159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170080966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8253024,0.00004103132,0.00012412354,0.17013168,0.00022891077,0.0018317454,0.0001483558,0.00005819775,0.0021335597],"genre_scores_gemma":[0.6583137,0.000003478005,0.026002485,0.23727338,0.01070663,0.00061505794,0.0055932216,0.0009827992,0.060509264],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99675006,0.00010186231,0.0002780616,0.0007149955,0.0012880412,0.0008670069],"domain_scores_gemma":[0.9985975,0.00007884149,0.00009757671,0.0007280427,0.00031446395,0.0001835612],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001276126,0.0004596824,0.00071454246,0.0006438654,0.000042831212,0.00008758973,0.00031050225,0.0005479894,0.00013654793],"category_scores_gemma":[0.0000877745,0.00036650096,0.000089721914,0.000491282,0.00014772087,0.00010900065,0.00017975635,0.0020277565,0.00025141126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018347033,0.0007124941,0.39811844,0.0008500148,0.00027606054,0.0069894167,0.00016744026,0.000017244463,0.00033721898,0.0000040909267,0.54419523,0.04649766],"study_design_scores_gemma":[0.0118724005,0.007023524,0.47259104,0.0010731297,0.0003785377,0.00006715485,0.00006205692,0.000105167586,0.0013721691,0.00001689791,0.5037639,0.0016739923],"about_ca_topic_score_codex":0.000120364246,"about_ca_topic_score_gemma":0.000049742488,"teacher_disagreement_score":0.16698872,"about_ca_system_score_codex":0.0004503008,"about_ca_system_score_gemma":0.00007932439,"threshold_uncertainty_score":0.9998787},"labels":[],"label_agreement":null},{"id":"W2170275159","doi":"10.1007/s11325-011-0587-9","title":"Complete denture wear during sleep in elderly sleep apnea patients—a preliminary study","year":2011,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Foreign Affairs and International Trade Canada; Universidade de São Paulo","keywords":"Medicine; Dentures; Polysomnography; Obstructive sleep apnea; Sleep apnea; Neurology; Supine position; Otorhinolaryngology; Dentistry; Body mass index; Sleep (system call); Apnea; Internal medicine; Surgery","score_opus":0.02246241308953183,"score_gpt":0.2596951932947235,"score_spread":0.23723278020519167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170275159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954176,0.0002901509,0.00009898323,0.00008455686,0.0002442259,0.0014791414,0.000016249378,0.0001025278,0.00226655],"genre_scores_gemma":[0.99877346,0.000007201491,0.0007683547,0.000069628295,0.00013598146,0.00007110906,0.000027981949,0.00006767475,0.00007863084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971171,0.00018956588,0.0005170093,0.0007480422,0.0006858786,0.00074240984],"domain_scores_gemma":[0.9987876,0.00008124068,0.000118329954,0.00052401,0.0001624429,0.0003263684],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039288038,0.00036856937,0.00053860864,0.0004669529,0.000274317,0.00005977424,0.00024389965,0.00017439222,0.00019665537],"category_scores_gemma":[0.000118981196,0.00032977384,0.00010759116,0.00041904164,0.00013711196,0.00036938323,0.0003733346,0.0008099885,0.00005541511],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012392912,0.0017639998,0.9246523,0.00019699513,0.00025582343,0.0008765042,0.01787672,0.0000036666218,0.0015373382,0.00004138227,0.000004413955,0.051551584],"study_design_scores_gemma":[0.00769865,0.0025942854,0.9800624,0.000100353056,0.0001872711,0.00014244662,0.0061018514,0.0018631661,0.0007794684,0.000076391574,0.000038668764,0.00035503384],"about_ca_topic_score_codex":0.00041946737,"about_ca_topic_score_gemma":0.000063741456,"teacher_disagreement_score":0.05541013,"about_ca_system_score_codex":0.00016126817,"about_ca_system_score_gemma":0.0000111437475,"threshold_uncertainty_score":0.9999154},"labels":[],"label_agreement":null},{"id":"W2170860662","doi":"10.1164/ajrccm.164.12.2107045","title":"Sleep Apnea and Cardiovascular Disease","year":2001,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":653,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute; Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Sleep apnea; Sleep (system call); Sleep apnea syndromes; Disease; Intensive care medicine; Apnea; Cardiology; Polysomnography; Internal medicine","score_opus":0.044229276794983,"score_gpt":0.37092268223595887,"score_spread":0.32669340544097586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170860662","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00060659513,0.99764615,0.0003206639,0.00035400564,0.00022616154,0.00037090623,0.000020204205,0.000013601555,0.0004417176],"genre_scores_gemma":[0.0132089835,0.9841387,0.00014933282,0.00049761427,0.0018977647,0.00001608937,0.000007076114,0.000076431075,0.000007958727],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99604565,0.00069248735,0.0009957181,0.00051187136,0.0012828565,0.0004714375],"domain_scores_gemma":[0.99560773,0.0008064517,0.0002580703,0.0005659835,0.00087575207,0.001886016],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009873817,0.0004921088,0.0038020147,0.0006054246,0.000118147975,0.000026597801,0.00019599008,0.00013850858,0.000113990274],"category_scores_gemma":[0.002906208,0.00032021446,0.00076274644,0.0006555775,0.0037562223,0.00010270305,0.00011685807,0.0013561522,0.0000043348346],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015292087,0.00003524923,0.00056776445,0.010825356,0.00082372525,0.0044003855,0.000098829805,7.596072e-8,7.2268625e-7,0.00011639356,0.000044494544,0.98293406],"study_design_scores_gemma":[0.0011770914,0.0049352758,0.00028585957,0.007008855,0.011893501,0.003144035,0.0024257055,0.0000026060563,4.4271044e-7,0.000026055788,0.9688045,0.0002960643],"about_ca_topic_score_codex":0.000009992542,"about_ca_topic_score_gemma":2.8104753e-7,"teacher_disagreement_score":0.982638,"about_ca_system_score_codex":0.00012456333,"about_ca_system_score_gemma":0.00023212185,"threshold_uncertainty_score":0.999925},"labels":[],"label_agreement":null},{"id":"W2170973387","doi":"10.1161/01.hyp.0000193497.45200.66","title":"Muscle Sympathetic Nerve Activity During Wakefulness in Heart Failure Patients With and Without Sleep Apnea","year":2005,"lang":"en","type":"article","venue":"Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Apnea; Obstructive sleep apnea; Central sleep apnea; Sleep apnea; Heart failure; Wakefulness; Anesthesia; Ejection fraction; Cardiology; Blood pressure; Heart rate; Internal medicine; Polysomnography; Electroencephalography","score_opus":0.012576936975801065,"score_gpt":0.23840849414529697,"score_spread":0.2258315571694959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170973387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978241,0.000054649132,0.000023891154,0.0013979775,0.00003372846,0.00054527086,0.0000031573556,0.000048009093,0.00006925608],"genre_scores_gemma":[0.99885815,0.0000014086418,0.00088023604,0.00009508209,0.00006538987,0.0000233018,0.00000773674,0.000041290044,0.000027421329],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985199,0.00007548283,0.00014896558,0.00042076898,0.0004511096,0.00038374666],"domain_scores_gemma":[0.9992421,0.000031869742,0.00003996006,0.00032755302,0.00017042192,0.00018806521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012305714,0.00018782692,0.00034910158,0.0001866063,0.00010291007,0.000020982861,0.00005157978,0.000102543345,0.000027188735],"category_scores_gemma":[0.000058032976,0.00013856623,0.000036959584,0.00024593252,0.00011013404,0.00023133583,0.00009102371,0.00034395783,0.000029019613],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005366549,0.0005857118,0.8578811,0.00010020694,0.000027268805,0.000040377192,0.00020589717,0.00002699523,0.10753588,0.0000040371747,0.000019097826,0.033036772],"study_design_scores_gemma":[0.0054539633,0.00026263474,0.9600377,0.0001054015,0.000038286656,0.0000943247,0.00010462131,0.0042889374,0.02915275,0.0000034580971,0.00028252354,0.00017536609],"about_ca_topic_score_codex":0.00006409834,"about_ca_topic_score_gemma":0.000089456626,"teacher_disagreement_score":0.10215663,"about_ca_system_score_codex":0.00011396546,"about_ca_system_score_gemma":0.000013778675,"threshold_uncertainty_score":0.5650567},"labels":[],"label_agreement":null},{"id":"W2171369430","doi":"10.1183/09031936.04.00094304","title":"Effects of mandibular advancement on airway curvature and obstructive sleep apnoea severity","year":2004,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Airway; Sleep (system call); Medicine; Curvature; Obstructive sleep apnea; Orthodontics; Dentistry; Anesthesia; Mathematics; Computer science; Geometry","score_opus":0.011739978936093572,"score_gpt":0.2703364373817246,"score_spread":0.258596458445631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171369430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925292,0.0017332777,0.0010396962,0.00022623445,0.00029978002,0.0004473061,0.000007481648,0.00002307349,0.0036939655],"genre_scores_gemma":[0.9975024,0.000082197854,0.0012685887,0.0005654739,0.0004543035,0.000003167617,0.0000016702107,0.00005876641,0.00006347146],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9977703,0.00042572882,0.0003830355,0.0003313253,0.0007233365,0.00036627814],"domain_scores_gemma":[0.9987463,0.00008201769,0.00022714242,0.00029074043,0.00025926298,0.0003945719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006607144,0.00023850918,0.00035074475,0.00024756388,0.0001906112,0.00003310122,0.00016540536,0.000059835107,0.00005810695],"category_scores_gemma":[0.00035138405,0.00019248939,0.00011636123,0.00020676326,0.00024967306,0.00015816808,0.000115699215,0.0010061831,0.0000495548],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006742794,0.0022586295,0.081351474,0.0019067712,0.0019910578,0.019255055,0.0032202075,0.0006435202,0.53955424,0.0033327653,0.00042619475,0.3393173],"study_design_scores_gemma":[0.010595154,0.0035114784,0.82624507,0.00053417566,0.00016075496,0.00064634456,0.0001595804,0.000007828166,0.139245,0.00026167938,0.018326713,0.00030623586],"about_ca_topic_score_codex":9.835237e-7,"about_ca_topic_score_gemma":4.494196e-7,"teacher_disagreement_score":0.74489355,"about_ca_system_score_codex":0.00024687927,"about_ca_system_score_gemma":0.00005368384,"threshold_uncertainty_score":0.78494895},"labels":[],"label_agreement":null},{"id":"W2171489490","doi":"10.1001/jama.2013.276185","title":"Does This Patient Have Obstructive Sleep Apnea?","year":2013,"lang":"en","type":"review","venue":"JAMA","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":257,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Sleep apnea; Apnea; Apnea–hypopnea index; Body mass index; Pediatrics; Physical therapy; Internal medicine","score_opus":0.034278134952312606,"score_gpt":0.33086549319159536,"score_spread":0.29658735823928273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171489490","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000075572665,0.97064734,0.000025601576,0.00027182882,0.001213297,0.0038743718,0.00018340912,0.0001267118,0.023581853],"genre_scores_gemma":[0.000074552125,0.9906005,0.0014669053,0.00013370258,0.0013763428,0.0009253192,0.00028745356,0.00021723357,0.004917953],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99572915,0.00035195975,0.00091622217,0.0010196742,0.0011459665,0.0008370184],"domain_scores_gemma":[0.99657875,0.00044058883,0.00049955206,0.0012933345,0.0006748873,0.00051288836],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021586701,0.0007830223,0.0025902824,0.00052030303,0.0001305593,0.00014312832,0.00045235045,0.000870553,0.004992572],"category_scores_gemma":[0.0008522133,0.0004068214,0.00095032365,0.0004288152,0.00032965344,0.00022574126,0.00046947724,0.0018707376,0.0038299921],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024923946,0.00010721992,0.000047202913,0.0099716475,0.0008009064,0.0001725301,0.00024877067,2.8848742e-8,0.0000022660477,0.00013054885,0.0016946152,0.98679936],"study_design_scores_gemma":[0.0007686977,0.00025856303,0.000074347794,0.0032927636,0.0010531964,0.00017344697,0.00023953569,0.000035102414,0.000048310663,0.00011092189,0.99345076,0.00049434777],"about_ca_topic_score_codex":0.0001164713,"about_ca_topic_score_gemma":0.000004612838,"teacher_disagreement_score":0.99175614,"about_ca_system_score_codex":0.00080539234,"about_ca_system_score_gemma":0.00016275846,"threshold_uncertainty_score":0.99983835},"labels":[],"label_agreement":null},{"id":"W2171640266","doi":"10.1136/thorax.55.1.86","title":"Transtracheal air in the treatment of obstructive sleep apnoea hypopnoea syndrome","year":2000,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Uvulopalatopharyngoplasty; Continuous positive airway pressure; Tracheotomy; Anesthesia; Sleep (system call); Airway; Surgery; Obstructive sleep apnea; Apnea; Polysomnography","score_opus":0.0249368837267907,"score_gpt":0.3094727713250917,"score_spread":0.284535887598301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171640266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98334056,0.00039682945,0.000015794505,0.0011083472,0.000050392526,0.0009224974,0.000033143173,0.000027569704,0.014104861],"genre_scores_gemma":[0.99881786,0.00008112196,0.0005353586,0.00005445199,0.000052599018,0.000075207456,0.000019828993,0.000024081357,0.0003394648],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99829894,0.00017877175,0.00032361114,0.00029732863,0.00050589984,0.0003954735],"domain_scores_gemma":[0.99917877,0.00014214749,0.000040685198,0.00047693052,0.000054647546,0.000106838736],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021760298,0.00019468786,0.00041991728,0.00015126365,0.000050948944,0.0000070439596,0.00018415946,0.00010349868,0.0010523335],"category_scores_gemma":[0.000015697591,0.00012668717,0.00015686845,0.0004907022,0.0003440937,0.00007737378,0.00000577797,0.00022419577,0.00011352285],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013499119,0.0028001447,0.03331731,0.00012519775,0.0003414154,0.0010198248,0.011172247,0.000097552445,0.004241868,0.0009466581,0.000015589652,0.94457227],"study_design_scores_gemma":[0.004266936,0.0030999577,0.9784936,0.000038780105,0.00016810474,0.00086052914,0.0019891178,0.00037721446,0.0077428855,0.0009785601,0.0017919417,0.00019240567],"about_ca_topic_score_codex":0.000229821,"about_ca_topic_score_gemma":0.00004123961,"teacher_disagreement_score":0.94517624,"about_ca_system_score_codex":0.0002083523,"about_ca_system_score_gemma":0.00003390309,"threshold_uncertainty_score":0.9998608},"labels":[],"label_agreement":null},{"id":"W2171814133","doi":"10.1016/j.ajodo.2012.08.004","title":"Treating obstructive sleep apnea: The case for oral appliances","year":2012,"lang":"en","type":"letter","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Oral appliance; Dentistry; Anesthesia","score_opus":0.03461501972404602,"score_gpt":0.32945585837919666,"score_spread":0.29484083865515065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171814133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72170687,0.006267545,0.058179993,0.2045458,0.0041915155,0.0034081917,0.0006194979,0.000062444604,0.0010181235],"genre_scores_gemma":[0.71362084,0.001350684,0.089059256,0.14859447,0.045163598,0.00017212152,0.00020419592,0.00063183554,0.0012030158],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963693,0.00031581288,0.0010742104,0.00039378548,0.0009826842,0.00086422794],"domain_scores_gemma":[0.99522614,0.0009881448,0.0017732384,0.00039974164,0.0012025209,0.00041021046],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0013138906,0.0005389521,0.001493788,0.00035540882,0.000408017,0.00015593057,0.00028693274,0.00034841013,0.000027612272],"category_scores_gemma":[0.00072863366,0.00035129982,0.00064404786,0.0004802062,0.001390521,0.00021129576,0.00015290771,0.002605821,0.0000030602478],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073837023,0.00009743516,0.19318278,0.0003505898,0.0018573117,0.01104837,0.0011219963,0.0000040385125,0.00002522957,0.000098346136,0.012988252,0.77848727],"study_design_scores_gemma":[0.004130235,0.0043058842,0.011517576,0.00020355437,0.0063471906,0.06692247,0.006697947,0.0007004195,0.000055907316,0.00013421198,0.8979393,0.0010452558],"about_ca_topic_score_codex":0.00012452129,"about_ca_topic_score_gemma":0.000036488367,"teacher_disagreement_score":0.8849511,"about_ca_system_score_codex":0.00015057718,"about_ca_system_score_gemma":0.00019328446,"threshold_uncertainty_score":0.9998939},"labels":[],"label_agreement":null},{"id":"W2172042225","doi":"10.1136/thx.2004.036442","title":"Sleep {middle dot} 9: An approach to treatment of obstructive sleep apnoea/hypopnoea syndrome including upper airway surgery","year":2005,"lang":"en","type":"review","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Continuous positive airway pressure; Airway; Sleep (system call); Clinical trial; Intensive care medicine; Positive airway pressure; Anesthesia; Pediatrics; Obstructive sleep apnea; Internal medicine","score_opus":0.15487606547029212,"score_gpt":0.38376530979964957,"score_spread":0.22888924432935745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172042225","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008955356,0.97589433,0.00032947428,0.000058318376,0.0006225343,0.0053281793,0.0003694468,0.00021788885,0.008224488],"genre_scores_gemma":[0.012202258,0.9700498,0.01151176,0.000043803757,0.0014456874,0.0014756726,0.0013004155,0.0006124026,0.0013582207],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924634,0.00082882185,0.0018357028,0.0018553487,0.0015433088,0.0014734134],"domain_scores_gemma":[0.9946016,0.00080980506,0.00071785616,0.0022398962,0.0004594888,0.0011713257],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009471118,0.0014453962,0.0064215492,0.002029232,0.00023113769,0.00006975574,0.0006810091,0.00087285426,0.0004384403],"category_scores_gemma":[0.00034319703,0.0011330075,0.0017314228,0.0020355426,0.0003712233,0.00032625825,0.00041651787,0.00085665315,0.0004921907],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016197364,0.0015163309,0.00028806538,0.008194438,0.001710949,0.00021497489,0.00063372956,0.000011020052,0.000018178627,0.00020215499,0.000025696681,0.98702246],"study_design_scores_gemma":[0.002587172,0.0033332088,0.0020389215,0.010716259,0.008921333,0.0053951046,0.0012767855,0.0003664744,0.00037244332,0.00009085325,0.96160614,0.003295281],"about_ca_topic_score_codex":0.0001318882,"about_ca_topic_score_gemma":0.000007402454,"teacher_disagreement_score":0.9837272,"about_ca_system_score_codex":0.0026668962,"about_ca_system_score_gemma":0.000362482,"threshold_uncertainty_score":0.9998296},"labels":[],"label_agreement":null},{"id":"W2172119180","doi":"10.1109/tbme.2010.2061846","title":"Automatic and Unsupervised Snore Sound Extraction From Respiratory Sound Signals","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Sound (geography); Microphone; Computer science; Speech recognition; Respiratory sounds; Acoustics; Bioacoustics; Noise (video); Ambient noise level; Artificial intelligence; Medicine; Sound pressure; Physics; Telecommunications","score_opus":0.020599782752868473,"score_gpt":0.2910696019455344,"score_spread":0.2704698191926659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172119180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68958783,0.000044907443,0.30886713,0.00027606767,0.0007033111,0.00024360989,0.00003322553,0.00021160628,0.0000323446],"genre_scores_gemma":[0.9949572,0.000009678707,0.004489424,0.000105953084,0.000285258,0.00005709488,0.000010643988,0.000053414115,0.000031351847],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982612,0.000029146702,0.00033140398,0.00038671115,0.0006263956,0.00036510453],"domain_scores_gemma":[0.9986428,0.00039108135,0.000034255572,0.00033587846,0.00006976773,0.00052621035],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025168346,0.0002300606,0.00029675465,0.0004397904,0.00014139588,0.00004995899,0.00010054218,0.00029663875,0.0012734665],"category_scores_gemma":[0.000078827725,0.00021340964,0.00010154795,0.00038009929,0.00023580507,0.00016496306,0.0000025373236,0.0011650383,0.000080452744],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076589684,0.00031936582,0.00012504068,0.00012795161,0.00022264627,0.0000796812,0.0002282326,0.00027242838,0.89611334,0.000019363797,0.000030584222,0.102384806],"study_design_scores_gemma":[0.010463509,0.0015648963,0.029318187,0.0004020408,0.0006875102,0.00043781506,0.00041266586,0.652113,0.29437375,0.0010298317,0.0078250505,0.001371716],"about_ca_topic_score_codex":0.000035756773,"about_ca_topic_score_gemma":0.000018149898,"teacher_disagreement_score":0.65184057,"about_ca_system_score_codex":0.00009355905,"about_ca_system_score_gemma":0.000044348155,"threshold_uncertainty_score":0.9996395},"labels":[],"label_agreement":null},{"id":"W2172137013","doi":"10.1016/s0272-5231(03)00018-2","title":"State of home sleep studies","year":2003,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Polysomnography; Sleep apnea; Asymptomatic; Apnea; Sleep (system call); Obstructive sleep apnea; Intensive care medicine; Cardiology; Internal medicine; Computer science","score_opus":0.23342328543313665,"score_gpt":0.508846899669901,"score_spread":0.2754236142367644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172137013","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027846385,0.99455833,0.000012324268,0.00017727044,0.0014585574,0.0016490705,0.000030212996,0.000030292089,0.001805496],"genre_scores_gemma":[0.00008650311,0.9975009,0.0005108531,0.00010940776,0.0004767408,0.00011541391,0.00008182338,0.00012967856,0.0009886726],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99429613,0.00046234883,0.002769993,0.00080645987,0.001043895,0.0006211479],"domain_scores_gemma":[0.9938391,0.003137429,0.0009268385,0.001202104,0.0005943586,0.00030021224],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033581038,0.00064434455,0.0066339704,0.0010493982,0.000031902895,0.000003479604,0.00041337791,0.00041951222,0.0001857086],"category_scores_gemma":[0.0060751964,0.0004388967,0.00046775432,0.0015584914,0.0014911119,0.00004499246,0.00021482988,0.0020131906,0.00009603971],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041583236,0.00021704468,0.00061074906,0.06566346,0.00080014364,0.00034460938,0.00032093053,2.8097296e-7,6.6676085e-7,0.0000942921,0.00027757237,0.93162864],"study_design_scores_gemma":[0.0030533692,0.0011417139,0.000254192,0.043497514,0.0018898048,0.00014325653,0.00030383802,0.000010267147,0.0000028843,0.00082395435,0.94850844,0.00037074366],"about_ca_topic_score_codex":0.0000078294,"about_ca_topic_score_gemma":0.000008975593,"teacher_disagreement_score":0.94823086,"about_ca_system_score_codex":0.00053350313,"about_ca_system_score_gemma":0.0003614399,"threshold_uncertainty_score":0.9998063},"labels":[],"label_agreement":null},{"id":"W2172233351","doi":"10.1371/journal.pmed.1000132","title":"Sleep-Disordered Breathing and Mortality: A Prospective Cohort Study","year":2009,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1459,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; York University; Case Western Reserve University; ResMed; University of Washington; Sleep Research Society; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Medicine; Hazard ratio; Sleep apnea; Body mass index; Internal medicine; Proportional hazards model; Polysomnography; Sleep study; Obstructive sleep apnea; Cohort; Cohort study; Prospective cohort study; Apnea; Cardiology; Confidence interval","score_opus":0.02877978794234379,"score_gpt":0.332404103773099,"score_spread":0.30362431583075516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172233351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795019,0.0005191146,0.00009113282,0.0028010132,0.000077043944,0.0032955115,0.0000027828332,0.00015387098,0.013557639],"genre_scores_gemma":[0.99858165,0.000028907458,0.00019437085,0.00042366458,0.00038514324,0.00008697377,0.000013938911,0.000029261124,0.00025608393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973679,0.00009849443,0.00037384534,0.0006137381,0.0011336214,0.0004123618],"domain_scores_gemma":[0.99865806,0.00010657839,0.00008088194,0.00052782334,0.00028695786,0.00033971103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061439176,0.0002535367,0.0007161732,0.00024921313,0.00013316219,0.00001667127,0.00011021532,0.00007661227,0.00029047907],"category_scores_gemma":[0.0009316118,0.00018706398,0.00004012769,0.0004544808,0.00026402896,0.000118021126,0.000063458574,0.00047706804,0.00002114853],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001939009,0.0010936823,0.98069185,0.00005447363,0.0005539153,0.0004081141,0.0031282622,2.1545287e-7,0.004880087,0.00018155335,0.000053459902,0.008760487],"study_design_scores_gemma":[0.0057693827,0.0034067812,0.9848744,0.000100973586,0.0007085964,0.0001162758,0.002738272,0.0008512184,0.0004461175,0.00080606126,0.000024457448,0.0001574075],"about_ca_topic_score_codex":0.00017377504,"about_ca_topic_score_gemma":0.00002236943,"teacher_disagreement_score":0.019079765,"about_ca_system_score_codex":0.0001416676,"about_ca_system_score_gemma":0.000024012012,"threshold_uncertainty_score":0.7628248},"labels":[],"label_agreement":null},{"id":"W2172298523","doi":"10.1042/cs20070172","title":"Continuous positive airway pressure increases heart rate variability in heart failure patients with obstructive sleep apnoea","year":2008,"lang":"en","type":"article","venue":"Clinical Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; University Health Network; Toronto General Hospital; University of Toronto; Toronto Rehabilitation Institute; Mount Sinai Hospital","funders":"","keywords":"Continuous positive airway pressure; Medicine; Cardiology; Sleep (system call); Heart failure; Heart rate; Airway; Internal medicine; Anesthesia; Blood pressure; Obstructive sleep apnea","score_opus":0.018565227329276304,"score_gpt":0.32267009925063816,"score_spread":0.3041048719213619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172298523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961916,0.000022705442,0.00012223673,0.0012254588,0.00016926398,0.0014099724,0.00005141724,0.000055632165,0.0007517204],"genre_scores_gemma":[0.9951854,0.000002385429,0.004104737,0.00046239598,0.00011268134,0.00003755492,0.000012308401,0.000019788022,0.000062758976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99522275,0.0008614866,0.0006754393,0.0012243377,0.0012011655,0.00081479386],"domain_scores_gemma":[0.9952272,0.0019955647,0.000145548,0.0007248689,0.0012002075,0.0007065942],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0034390774,0.0002588597,0.00074860704,0.00018187393,0.00033118302,0.000040902676,0.0004076185,0.0001757319,0.00017317344],"category_scores_gemma":[0.010478028,0.0001888458,0.00013085215,0.0015166744,0.0052886857,0.00054214656,0.00031181498,0.0009144835,0.00006966342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008676285,0.0011406186,0.9955102,0.000016879547,0.00003444279,0.000037453017,0.000117206335,0.000014500629,0.00079607224,0.00010189254,0.000104831335,0.0012582596],"study_design_scores_gemma":[0.0032893084,0.0015750882,0.99209446,0.000065223634,0.000040816187,0.000040131727,0.00008524325,0.00054120173,0.0014121392,0.000108520246,0.00053073606,0.00021713566],"about_ca_topic_score_codex":0.0003649437,"about_ca_topic_score_gemma":0.000036845355,"teacher_disagreement_score":0.007038951,"about_ca_system_score_codex":0.00019703609,"about_ca_system_score_gemma":0.0004883173,"threshold_uncertainty_score":0.99785715},"labels":[],"label_agreement":null},{"id":"W2172333545","doi":"10.5430/crim.v3n1p7","title":"Obstructive sleep apnea and heart failure-an often over-looked association","year":2015,"lang":"en","type":"article","venue":"Case Reports in Internal Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary; University of Alberta","funders":"","keywords":"Heart failure; Medicine; Cardiology; Sleep apnea; Obstructive sleep apnea; Internal medicine; Central sleep apnea; Breathing; Intensive care medicine; Apnea; Polysomnography; Anesthesia","score_opus":0.025879191924811435,"score_gpt":0.3317076104667217,"score_spread":0.3058284185419103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172333545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99239284,0.00043060948,0.00020212767,0.0023746337,0.00084446336,0.00054924155,0.000005642845,0.000060967286,0.0031394567],"genre_scores_gemma":[0.99727845,0.000005105359,0.00097350636,0.00047807788,0.0007899188,0.000037989677,0.000024908191,0.000041473122,0.00037055428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99688,0.0001743761,0.0008198893,0.0006016871,0.0010736455,0.0004504194],"domain_scores_gemma":[0.9975625,0.0002392376,0.00035935678,0.00050508627,0.00059615757,0.00073764916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017815421,0.0002575437,0.0006956572,0.00043729518,0.00004875747,0.000026092834,0.000057601574,0.00020187045,0.00020860485],"category_scores_gemma":[0.0054196566,0.00020904705,0.00006092847,0.00032521613,0.00027164342,0.00028663897,0.00012266303,0.000715227,0.000008944886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043914036,0.00016735207,0.8412866,0.0000832943,0.00021592456,0.13820702,0.0020015265,0.0000039480988,0.0059727654,0.000098434575,0.0020987398,0.009425251],"study_design_scores_gemma":[0.011666509,0.0036171884,0.5010445,0.000710428,0.00044867868,0.4414876,0.01161961,0.004422344,0.0044916174,0.0034419363,0.016380735,0.00066886307],"about_ca_topic_score_codex":0.0018480484,"about_ca_topic_score_gemma":0.00023212955,"teacher_disagreement_score":0.34024212,"about_ca_system_score_codex":0.0011983304,"about_ca_system_score_gemma":0.0000753107,"threshold_uncertainty_score":0.8524691},"labels":[],"label_agreement":null},{"id":"W2173749900","doi":"10.1007/978-1-4419-9893-4_14","title":"Calgary Sleep Apnea Quality of Life Index (SAQLI)","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health; University of Toronto","funders":"","keywords":"Sleep apnea; Quality of life (healthcare); Intervention (counseling); Medicine; Apnea; Scale (ratio); Sleep quality; Psychology; Clinical psychology; Psychiatry; Internal medicine; Psychotherapist; Insomnia","score_opus":0.06831938651204514,"score_gpt":0.3205195155102379,"score_spread":0.2522001289981928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2173749900","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010865827,0.0005976713,0.0026318918,0.00016415323,0.00025047598,0.00086566684,0.000047111505,0.00010009819,0.9942564],"genre_scores_gemma":[0.28082484,0.00006656225,0.0009318707,0.0004869732,0.00044957473,0.000020381041,0.00012147262,0.00019116912,0.71690714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966049,0.00006234692,0.0010005977,0.0006393935,0.0012618776,0.00043089446],"domain_scores_gemma":[0.99694884,0.00019891793,0.00038965393,0.0012195016,0.000674981,0.00056813547],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00058632833,0.00046594036,0.0013266756,0.0004377034,0.000041467265,0.000008452433,0.00033082435,0.0008122286,0.02304755],"category_scores_gemma":[0.00036453613,0.00038808165,0.0004624267,0.00006109661,0.0005869686,0.00006407686,0.00035218507,0.0011469504,0.000780147],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029476124,0.00044556032,0.027874405,0.0026115954,0.0032654842,0.00018218404,0.00034211803,2.8687285e-7,0.0011634122,0.77884644,0.002400855,0.17992002],"study_design_scores_gemma":[0.03429975,0.006337296,0.3828997,0.001505232,0.0029814723,0.0002921,0.00060400565,0.0016388261,0.011040457,0.15371439,0.39691085,0.0077759125],"about_ca_topic_score_codex":0.00067926827,"about_ca_topic_score_gemma":0.00007394002,"teacher_disagreement_score":0.6251321,"about_ca_system_score_codex":0.00014876664,"about_ca_system_score_gemma":0.00018562977,"threshold_uncertainty_score":0.99999785},"labels":[],"label_agreement":null},{"id":"W2174902285","doi":"10.1513/annalsats.201508-537fr","title":"Treatment of Obstructive Sleep Apnea. Prospects for Personalized Combined Modality Therapy","year":2015,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Obstructive sleep apnea; Intensive care medicine; Continuous positive airway pressure; Airway; Arousal; Randomized controlled trial; Positive airway pressure; Physical medicine and rehabilitation; Internal medicine; Anesthesia; Neuroscience","score_opus":0.22545391460041322,"score_gpt":0.4854024054037674,"score_spread":0.25994849080335414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2174902285","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00855594,0.9827174,0.00010449752,0.00089263124,0.00020758127,0.006471616,0.00082910666,0.000047917063,0.00017334057],"genre_scores_gemma":[0.0032299615,0.9925244,0.0024751711,0.00009753898,0.00022337613,0.0007816267,0.00012552808,0.000138648,0.0004037723],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962269,0.0005837595,0.00089927146,0.0006869772,0.0009977474,0.00060534955],"domain_scores_gemma":[0.9939956,0.00074911024,0.0021856565,0.001362465,0.0014580938,0.00024908796],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006963648,0.00067278673,0.004501445,0.00009116108,0.00013545381,0.000014994236,0.0005968971,0.00021676316,0.000020976791],"category_scores_gemma":[0.00031923183,0.00039376834,0.0044028503,0.0011808672,0.0024497525,0.000060641214,0.00014554392,0.00033364288,0.0000036945592],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012385849,0.00083135936,0.00027451274,0.005178088,0.004955632,0.000001636942,0.0013374413,4.2016842e-7,0.00003638649,0.000168295,0.0002666144,0.98571104],"study_design_scores_gemma":[0.008299045,0.015584624,0.0020741217,0.0035466778,0.0066182725,0.0001032234,0.0052079363,0.00045707653,0.0045484663,0.0027691943,0.9492585,0.0015328818],"about_ca_topic_score_codex":0.00014659739,"about_ca_topic_score_gemma":8.195038e-7,"teacher_disagreement_score":0.9841781,"about_ca_system_score_codex":0.0004007525,"about_ca_system_score_gemma":0.00057061773,"threshold_uncertainty_score":0.9998514},"labels":[],"label_agreement":null},{"id":"W2175560349","doi":"10.1152/jappl.2002.92.1.84","title":"Effects of neck flexion and mouth opening on inspiratory flow dynamics in awake humans","year":2002,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Airway; Diaphragm (acoustics); Anesthesia; Limiting; Anatomy; Breathing","score_opus":0.01394786549256084,"score_gpt":0.26604711392929364,"score_spread":0.2520992484367328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2175560349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965724,0.0001259693,0.000022112235,0.000068377296,0.00008572947,0.00023759934,0.000001528334,0.0000037430045,0.0028825628],"genre_scores_gemma":[0.9989123,0.000038188457,0.0007523105,0.00013847848,0.00012614932,0.0000036318722,0.0000018011859,0.000014827807,0.000012326019],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990208,0.000051560146,0.0003584319,0.00014847693,0.00021938908,0.0002013333],"domain_scores_gemma":[0.99932444,0.0001511653,0.00022517105,0.00012579947,0.00007994048,0.000093500006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016822708,0.0001175685,0.0004897264,0.0002870467,0.000025935897,0.000004058731,0.00009934163,0.000108475186,0.000052048574],"category_scores_gemma":[0.00005671098,0.0000948761,0.00005713027,0.00015378169,0.00013011655,0.000042989555,0.000052296993,0.000543129,0.000007992994],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029832043,0.00077679433,0.004183703,0.0006037354,0.00020752857,0.00014177321,0.0012181235,0.0006307969,0.9188485,0.0048114248,0.00007528248,0.0655191],"study_design_scores_gemma":[0.019898223,0.0038146635,0.8118089,0.00047207883,0.00015666705,0.00008167584,0.0008951654,0.029343339,0.13062735,0.002337686,0.00023093731,0.0003332993],"about_ca_topic_score_codex":0.000003728141,"about_ca_topic_score_gemma":0.0000031256766,"teacher_disagreement_score":0.80762523,"about_ca_system_score_codex":0.00016218754,"about_ca_system_score_gemma":0.00001633471,"threshold_uncertainty_score":0.3868935},"labels":[],"label_agreement":null},{"id":"W2178269410","doi":"10.1556/oh.2010.28948","title":"Obstructive sleep apnea: clinical importance and General Practitioner’s role in the treatment and care","year":2010,"lang":"hu","type":"article","venue":"Orvosi Hetilap","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McGill University Health Centre","funders":"","keywords":"Medicine; Obstructive sleep apnea; Gynecology; Internal medicine; Pediatrics","score_opus":0.022384676250031724,"score_gpt":0.3421739260101356,"score_spread":0.31978924976010387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178269410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837873,0.0065593855,0.000005736774,0.0021859943,0.0008543115,0.0015676692,0.00010943183,0.00002519957,0.004905002],"genre_scores_gemma":[0.9956262,0.001376611,0.0008495874,0.0002398288,0.0013620862,0.00017588082,0.00006319451,0.000056686884,0.00024993444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965915,0.00047924512,0.00068942923,0.0009920535,0.0005300667,0.00071767916],"domain_scores_gemma":[0.9976465,0.00063764595,0.00024002272,0.00082059886,0.00025202526,0.0004031736],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007172712,0.0004566211,0.00067256595,0.00016612723,0.0002957273,0.00014321278,0.00022551154,0.00044642575,0.0002735728],"category_scores_gemma":[0.00043078884,0.00032191738,0.00014727806,0.0003045016,0.0011211695,0.00026068304,0.00013045695,0.0015734042,0.000060032315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006155498,0.0007758998,0.809603,0.000097375174,0.00026843054,0.00034571314,0.013702289,0.0000016661643,0.0038594413,0.0022675933,0.00007683487,0.16838625],"study_design_scores_gemma":[0.0059555913,0.002030076,0.9454512,0.00004218033,0.0003879156,0.00035566415,0.021139456,0.0010383363,0.0015038418,0.0004623675,0.021212965,0.00042038376],"about_ca_topic_score_codex":0.00039627406,"about_ca_topic_score_gemma":0.002019169,"teacher_disagreement_score":0.16796587,"about_ca_system_score_codex":0.00021910548,"about_ca_system_score_gemma":0.000118666176,"threshold_uncertainty_score":0.9999233},"labels":[],"label_agreement":null},{"id":"W2178560299","doi":"10.1378/chest.2278516","title":"Utility of STOP-Bang in the Prediction of Obstructive Sleep Apnea in Primary Care","year":2015,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Obstructive sleep apnea; Primary care; Population; Sleep apnea; Physical therapy; Sleep study; Sleep (system call); Cutoff; Emergency medicine; Apnea; Polysomnography; Internal medicine; Family medicine","score_opus":0.045642397260506055,"score_gpt":0.29937443125600893,"score_spread":0.25373203399550287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178560299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99118024,0.0006980308,0.00019278811,0.0001644765,0.00016477329,0.00030110736,0.000019899278,0.0000042101706,0.0072744703],"genre_scores_gemma":[0.9991444,0.000011098277,0.0006625761,0.000016565322,0.00013112351,0.0000052175815,0.000011422039,0.000010024433,0.000007600606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982613,0.00023166674,0.00045355113,0.00013776567,0.00069962826,0.00021610131],"domain_scores_gemma":[0.9988815,0.00010181215,0.00017405696,0.00024640842,0.00048331395,0.00011290442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090433983,0.00009759643,0.00029882754,0.0002570945,0.000024767569,0.000008095176,0.00019156355,0.00009066158,0.000026541229],"category_scores_gemma":[0.00043504912,0.00006860496,0.0000770549,0.00043222247,0.00023207594,0.0001485532,0.000050296127,0.00075719727,0.0000015667238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005166718,0.00019718679,0.9547724,0.00030708854,0.00003514007,0.000067918445,0.013743102,0.00001758058,0.0035479732,0.000029397725,0.000022157521,0.026743362],"study_design_scores_gemma":[0.0025906537,0.00025730862,0.96749026,0.0000922956,0.000027011507,0.00016880014,0.023403557,0.0003414363,0.0052583665,0.00023388263,0.00009651385,0.00003990642],"about_ca_topic_score_codex":0.000051906067,"about_ca_topic_score_gemma":0.000020202297,"teacher_disagreement_score":0.026703455,"about_ca_system_score_codex":0.00031819212,"about_ca_system_score_gemma":0.00019403912,"threshold_uncertainty_score":0.32896873},"labels":[],"label_agreement":null},{"id":"W2179435104","doi":"10.1093/sleep/29.5.651","title":"Compliance Rates in Children Using Noninvasive Continuous Positive Airway Pressure","year":2006,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Interquartile range; Medicine; Continuous positive airway pressure; Anesthesia; Pediatrics; Apnea; Obstructive sleep apnea; Surgery","score_opus":0.01734543318676466,"score_gpt":0.29947132374388236,"score_spread":0.2821258905571177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2179435104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914862,0.001122816,0.00043194357,0.00024097838,0.00007957821,0.0009781602,0.000056310473,0.000043754353,0.0055602603],"genre_scores_gemma":[0.9978578,0.0000035034284,0.001275257,0.00008345872,0.00022901155,0.000016902528,0.00006963594,0.000034576264,0.00042984125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984714,0.00008704044,0.00024415884,0.0003800253,0.00035031856,0.00046706467],"domain_scores_gemma":[0.99929047,0.000057071902,0.00007774835,0.00026558,0.0002173109,0.00009185041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012989643,0.0001820242,0.00034640735,0.0001686877,0.000077918456,0.000029616203,0.00012841131,0.00009849425,0.0001658151],"category_scores_gemma":[0.0000669353,0.00017197164,0.00007519045,0.00034410506,0.00018095461,0.000116462936,0.00008226226,0.000337658,0.00008039519],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016288958,0.0002578439,0.96951836,0.000036752313,0.00012836658,0.00015286682,0.00011621719,0.00034960973,0.026097097,0.00036368112,0.0000748731,0.0027414148],"study_design_scores_gemma":[0.002839204,0.00015621494,0.9359208,0.00013558556,0.000095336734,0.00021038149,0.00009625172,0.0050650286,0.055039402,0.00016920318,0.000070790134,0.0002018339],"about_ca_topic_score_codex":0.0011575446,"about_ca_topic_score_gemma":0.000060020724,"teacher_disagreement_score":0.03359762,"about_ca_system_score_codex":0.0001348544,"about_ca_system_score_gemma":0.00003274116,"threshold_uncertainty_score":0.70128},"labels":[],"label_agreement":null},{"id":"W2180064162","doi":"10.4103/0366-6999.170281","title":"Effects of Altered Intra-abdominal Pressure on the Upper Airway Collapsibility in a Porcine Model","year":2015,"lang":"en","type":"article","venue":"Chinese Medical Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Supine position; Medicine; Pneumoperitoneum; Airway resistance; Tidal volume; Obstructive sleep apnea; Airway; Abdominal muscles; Anesthesia; Traction (geology); Respiratory system; Internal medicine; Anatomy; Surgery","score_opus":0.02048987034504656,"score_gpt":0.3236414966898532,"score_spread":0.30315162634480664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2180064162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98492926,0.00058426894,0.0011248583,0.010926789,0.00037813603,0.0006352103,0.0000045177803,0.0000115316025,0.0014054079],"genre_scores_gemma":[0.9981697,0.00002431172,0.0003582414,0.00058782555,0.00066404033,0.000019117235,0.0000021851122,0.000023392951,0.00015113698],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9959571,0.0004717379,0.00059726636,0.00026474686,0.0022921888,0.00041699756],"domain_scores_gemma":[0.9973417,0.00079263205,0.0001468319,0.00037170557,0.00040028978,0.0009468643],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0030417559,0.0002198263,0.0006046981,0.00022070667,0.000060036877,0.00001880157,0.00040214314,0.00018373047,0.00040392982],"category_scores_gemma":[0.014582807,0.00010670676,0.00016039915,0.0004547792,0.00040784574,0.000083480496,0.00013851828,0.0017596381,0.000016395166],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.031565145,0.009683576,0.7637355,0.00233414,0.0016116739,0.006147809,0.010427625,0.0019908238,0.04292039,0.0019608084,0.02016924,0.10745328],"study_design_scores_gemma":[0.03574783,0.0033299557,0.44212803,0.0014774383,0.0003221589,0.0032628952,0.0004905777,0.48916957,0.010544221,0.012660869,0.00042258351,0.00044389308],"about_ca_topic_score_codex":0.000019487785,"about_ca_topic_score_gemma":0.000012144195,"teacher_disagreement_score":0.48717874,"about_ca_system_score_codex":0.00016661464,"about_ca_system_score_gemma":0.0006051347,"threshold_uncertainty_score":0.9937178},"labels":[],"label_agreement":null},{"id":"W2183140805","doi":"","title":"When Patients Fall Asleep in the Dental Chair — A Wake-up Call for Dentists","year":2003,"lang":"en","type":"article","venue":"Journal of The Canadian Dental Association","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Falling (accident); Medicine; Population; Excessive daytime sleepiness; Quality of life (healthcare); Medical emergency; Psychiatry; Sleep disorder; Insomnia; Nursing","score_opus":0.012022672074711712,"score_gpt":0.2638978794506893,"score_spread":0.25187520737597763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183140805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947452,0.00006658215,0.000015930054,0.002492235,0.0012081206,0.0006960183,0.00004329293,0.0000020937734,0.00073053717],"genre_scores_gemma":[0.9978118,0.000002963305,0.00009642479,0.00082686584,0.00016721457,0.000012452637,0.000011151328,0.000017810926,0.0010533264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978396,0.00026966078,0.00039082344,0.00011241148,0.0009849161,0.00040256156],"domain_scores_gemma":[0.9986764,0.00014694384,0.00040102305,0.0001440829,0.0003973308,0.0002342197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012450618,0.00011145877,0.00020679588,0.00023205267,0.00020104388,0.000083657986,0.00030655455,0.00012571526,0.000033814595],"category_scores_gemma":[0.0018118055,0.00007354947,0.00023410442,0.00024030608,0.000031237232,0.00016407005,0.000018770872,0.0004473579,0.000014960209],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046618658,0.00009416574,0.9921057,0.000011972269,0.00011266859,0.000026157359,0.0007423257,0.0000028971185,0.000117021074,0.00016130255,0.0056665116,0.00091263774],"study_design_scores_gemma":[0.0035463334,0.0001811848,0.9891448,0.000042033367,0.00009647543,0.00012724157,0.00050745404,0.00006997251,0.00038882607,0.00043267917,0.0053766733,0.000086296386],"about_ca_topic_score_codex":0.010489322,"about_ca_topic_score_gemma":0.523626,"teacher_disagreement_score":0.5131367,"about_ca_system_score_codex":0.00680056,"about_ca_system_score_gemma":0.00030550783,"threshold_uncertainty_score":0.99701214},"labels":[],"label_agreement":null},{"id":"W2184944668","doi":"10.1093/sleep/29.12.1601","title":"Transcutaneous Carbon Dioxide Monitoring and Capnography During Pediatric Polysomnography","year":2006,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Polysomnography; Capnography; Medicine; Anesthesia; Carbon dioxide; Apnea","score_opus":0.006712914705490593,"score_gpt":0.23698264638284894,"score_spread":0.23026973167735834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184944668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99268526,0.0037886414,0.000016267857,0.00013300122,0.00020978031,0.00034481144,0.000005835515,0.0001475871,0.0026688064],"genre_scores_gemma":[0.99843776,0.00013441803,0.00040001937,0.000005013001,0.00088900095,0.00002215651,0.000004369012,0.000046217745,0.00006102001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982831,0.000038988434,0.00025435392,0.00039365573,0.00049399596,0.00053592457],"domain_scores_gemma":[0.99934715,0.000031767016,0.000046595407,0.00028953544,0.000074777505,0.000210177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009135836,0.00021179403,0.00027117948,0.00067915075,0.00012284706,0.000026240039,0.000087467626,0.00010518523,0.000016757464],"category_scores_gemma":[0.000016172155,0.00020382402,0.00015836195,0.0007939601,0.00015192141,0.000069258516,0.000037035083,0.000328789,0.0000047598132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012838157,0.000088921784,0.9122461,0.00015922723,0.000059693182,0.00035175777,0.0001246428,0.000014137421,0.08525304,0.000029097635,0.0000011339606,0.0015438369],"study_design_scores_gemma":[0.0018837529,0.000161759,0.9400287,0.000019707453,0.00024014818,0.00034754205,0.00016535392,0.00011488349,0.05663711,0.000114966315,0.000034716097,0.00025130698],"about_ca_topic_score_codex":0.00042514433,"about_ca_topic_score_gemma":0.000013969481,"teacher_disagreement_score":0.028615927,"about_ca_system_score_codex":0.00005265802,"about_ca_system_score_gemma":0.000009132275,"threshold_uncertainty_score":0.83117026},"labels":[],"label_agreement":null},{"id":"W2185572691","doi":"","title":"Diagnosis of sleep apnoea: some critical issues.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Polysomnography; Sleep (system call); Medicine; Disease; Physical therapy; Intensive care medicine; Apnea; Internal medicine; Computer science","score_opus":0.026678828415589637,"score_gpt":0.3144613354583412,"score_spread":0.28778250704275155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185572691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98275363,0.00043895666,0.000017308548,0.01068824,0.0006986992,0.00084515376,0.000016791504,0.000059512608,0.0044816975],"genre_scores_gemma":[0.99682564,0.000023691695,0.0006531629,0.00017772794,0.00056667754,0.0014389687,0.0000046089062,0.000026562213,0.0002829906],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984577,0.00003779596,0.00022602605,0.00025161373,0.000517724,0.000509156],"domain_scores_gemma":[0.99862456,0.000329578,0.000029612102,0.0004253037,0.00022871252,0.0003622066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041141617,0.000109854,0.00028180852,0.00015134677,0.000039620503,0.000014295167,0.00015458516,0.00012375198,0.0005691476],"category_scores_gemma":[0.0036804515,0.00009491833,0.000099330864,0.00020552002,0.00045800002,0.00013307945,0.00009903325,0.00046384317,0.00007902041],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016052279,0.00076104427,0.3529322,0.00028840927,0.00015522,0.000098948614,0.00012451274,1.6210245e-7,0.0048537664,0.019089539,0.001528886,0.62000674],"study_design_scores_gemma":[0.000895794,0.000046724712,0.9089832,0.0000055739824,0.00006896209,0.00002503195,0.00003399706,0.000043504522,0.07944813,0.0013943206,0.0089525515,0.00010221364],"about_ca_topic_score_codex":0.000043868007,"about_ca_topic_score_gemma":0.000007981899,"teacher_disagreement_score":0.6199046,"about_ca_system_score_codex":0.000034084118,"about_ca_system_score_gemma":0.00001295127,"threshold_uncertainty_score":0.6231767},"labels":[],"label_agreement":null},{"id":"W2185703172","doi":"10.1177/070674370505000304","title":"Méthadone et Syndrome d'Apnées du Sommeil","year":2005,"lang":"fr","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Anesthesia; Methadone; Etiology; Sleep apnea; Sleep (system call); Apnea; Central sleep apnea; Breathing; Non-rapid eye movement sleep; Sedation; Pediatrics; Polysomnography; Psychiatry; Electroencephalography","score_opus":0.018333541412041285,"score_gpt":0.28238540754686153,"score_spread":0.26405186613482023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185703172","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27414423,0.07511423,0.00014356193,0.63101757,0.012690891,0.00027167544,0.00006868497,0.0000073024758,0.0065418887],"genre_scores_gemma":[0.97875446,0.00040946453,0.004750561,0.0054164752,0.0071176435,0.0000024354708,0.0000031456923,0.00007941771,0.0034663905],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658185,0.0005373137,0.00079228426,0.00021033613,0.0007493329,0.0011289055],"domain_scores_gemma":[0.99628043,0.00018708245,0.00039115158,0.00053958275,0.0004811968,0.0021205794],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025153204,0.00030455372,0.00052102545,0.000576062,0.00049634284,0.00016510431,0.0008226135,0.00025193288,0.0047703255],"category_scores_gemma":[0.00035772432,0.00023410228,0.00037265138,0.0005346894,0.00088252575,0.00038898588,0.00003884012,0.002074531,0.0008814681],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003963408,0.0010101607,0.4097471,0.0005149088,0.0030880708,0.0044350447,0.005447988,0.0007154957,0.00013065296,0.27892092,0.14526173,0.15033159],"study_design_scores_gemma":[0.0114608575,0.0023989119,0.39501795,0.0022503482,0.0014319852,0.0754461,0.005844857,0.0009056353,0.00011617896,0.021468744,0.48282632,0.00083209964],"about_ca_topic_score_codex":0.016974797,"about_ca_topic_score_gemma":0.42155087,"teacher_disagreement_score":0.7046102,"about_ca_system_score_codex":0.0011150921,"about_ca_system_score_gemma":0.007824524,"threshold_uncertainty_score":0.99989647},"labels":[],"label_agreement":null},{"id":"W2187030438","doi":"10.1378/chest.2281502","title":"Increase in Heart Rate as a Surrogate EEG Arousal for Type 3 Ambulatory Recordings","year":2015,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Electroencephalography; Arousal; Medicine; Respiratory disturbance index; Heart rate variability; Apnea; Audiology; Obstructive sleep apnea; Hypopnea; Anesthesia; Heart rate; Ambulatory; Polysomnography; Cardiology; Internal medicine; Psychology; Psychiatry; Neuroscience; Blood pressure","score_opus":0.07602872931313293,"score_gpt":0.3660807250867658,"score_spread":0.2900519957736329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187030438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954011,0.00026724284,0.0000681056,0.0021152175,0.0004934158,0.00032857773,0.0000027609524,0.000022670803,0.0013009402],"genre_scores_gemma":[0.995715,0.000018789218,0.002602331,0.0003902846,0.00054236886,0.000011379679,0.0000064388796,0.00004109257,0.00067231077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856716,0.000129229,0.00030592334,0.00020259866,0.00034860408,0.00044647418],"domain_scores_gemma":[0.99832994,0.00014593445,0.0000864049,0.00017988919,0.00056247966,0.0006953464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019787306,0.00013867403,0.00031192368,0.00026616143,0.000070731156,0.00005717783,0.00011692952,0.00009801199,0.00013455664],"category_scores_gemma":[0.002576665,0.0001205017,0.00009140355,0.0002936223,0.00009423586,0.00018585233,0.00005196222,0.0006412342,0.00020855818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016297776,0.0010247306,0.7486462,0.00046075083,0.00040209817,0.0027913677,0.0022537578,0.000038894348,0.17511451,0.00041134717,0.022668783,0.029889753],"study_design_scores_gemma":[0.03242047,0.0052220235,0.7207108,0.000503013,0.00021145133,0.009001698,0.0029813643,0.002631704,0.021860622,0.008944524,0.19471408,0.0007982146],"about_ca_topic_score_codex":0.00009862162,"about_ca_topic_score_gemma":0.000018450015,"teacher_disagreement_score":0.17204529,"about_ca_system_score_codex":0.000430863,"about_ca_system_score_gemma":0.0005204459,"threshold_uncertainty_score":0.49139166},"labels":[],"label_agreement":null},{"id":"W2187674014","doi":"10.1155/2015/751615","title":"The SERVE‐HF Trial","year":2015,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Toronto General Hospital; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Quality of life (healthcare); Psychological intervention; Randomized controlled trial; University hospital; Central sleep apnea; Clinical endpoint; Emergency medicine; Internal medicine; Apnea; Nursing; Polysomnography","score_opus":0.08764949714849524,"score_gpt":0.3368204533847313,"score_spread":0.24917095623623609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187674014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9612674,0.0022237345,0.000029447938,0.0068527437,0.002146288,0.0005987281,0.000009398867,0.000020725538,0.026851537],"genre_scores_gemma":[0.99181676,0.00001009619,0.00008078301,0.0030555963,0.003433427,0.00001696312,0.0000015021499,0.000043649732,0.0015412298],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806684,0.00023418534,0.00029512474,0.00014390887,0.0006372609,0.00062265346],"domain_scores_gemma":[0.9958927,0.00007341485,0.000077887395,0.00034481086,0.0005967622,0.0030144134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018401328,0.000115102936,0.00016792824,0.0002563491,0.0005145651,0.00018682255,0.00028174798,0.00009744708,0.00023419916],"category_scores_gemma":[0.0013446652,0.00007656086,0.00010988551,0.00026361726,0.00018599212,0.00011177973,0.0000252517,0.00083049404,0.00027523193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.041040126,0.0001803108,0.09654655,0.000039677892,0.0009979069,0.012531227,0.0012993854,0.000026405163,0.0016270779,0.0074996343,0.43760923,0.4006025],"study_design_scores_gemma":[0.028967587,0.00092446816,0.0075001605,0.000014503338,0.000030331585,0.00065663387,0.00068857777,0.000032360753,0.00019401136,0.00050383835,0.96037084,0.00011666597],"about_ca_topic_score_codex":0.0019667184,"about_ca_topic_score_gemma":0.030997561,"teacher_disagreement_score":0.52276164,"about_ca_system_score_codex":0.0011827667,"about_ca_system_score_gemma":0.0038901845,"threshold_uncertainty_score":0.9866842},"labels":[],"label_agreement":null},{"id":"W2187866658","doi":"","title":"Quality of Life in Obstructive Sleep Apnea","year":2014,"lang":"en","type":"article","venue":"Annals of the National Academy of Medical Sciences (India) (National Academy of Medical Sciences (India))","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Medicine; Quality of life (healthcare); Sleep (system call); Apnea; Sleep apnea; Physical therapy; Airway; Internal medicine; Intensive care medicine; Anesthesia","score_opus":0.16421074741912034,"score_gpt":0.4477235434842718,"score_spread":0.28351279606515145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187866658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79304105,0.0006201869,0.00009235871,0.19653308,0.00021334358,0.0007382447,0.00014038067,0.000021731137,0.008599648],"genre_scores_gemma":[0.9918757,0.00025936967,0.0007856313,0.0063789166,0.0006001615,0.000037455306,0.000006603212,0.000015461488,0.00004071183],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9550716,0.0013681323,0.0029713972,0.0011206828,0.038419418,0.0010487518],"domain_scores_gemma":[0.98856956,0.0072088065,0.0021037715,0.000118388096,0.00069651334,0.0013029594],"candidate_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.047467563,0.0004178827,0.0014097785,0.0012876482,0.00039990956,0.00002719048,0.0054404265,0.0013189001,0.0017265987],"category_scores_gemma":[0.05391424,0.00028715213,0.0005520846,0.0049024844,0.017509906,0.0007054628,0.0011285379,0.0022990946,0.000019191693],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003972749,0.0018895206,0.2462915,0.0008456311,0.0003758869,0.0000029561852,0.0008294547,0.0005800997,0.0037692473,0.70694953,0.0018911934,0.036177676],"study_design_scores_gemma":[0.0023669403,0.00038694288,0.8874642,0.0005214042,0.000023581111,0.000042632986,0.00026761528,0.011675821,0.012644044,0.08358567,0.0007122455,0.00030884426],"about_ca_topic_score_codex":0.00018209273,"about_ca_topic_score_gemma":0.00000371097,"teacher_disagreement_score":0.64117277,"about_ca_system_score_codex":0.00017537503,"about_ca_system_score_gemma":0.0017813474,"threshold_uncertainty_score":0.9999776},"labels":[],"label_agreement":null},{"id":"W2188491216","doi":"10.1093/sleep/28.9.1122","title":"Polysomnographic Predictors of Blood Pressure and Hypertension: Is One Index Best?","year":2005,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Strong; Case Western Reserve University; St. Jude Medical; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota; ResMed; University of Washington; Sanofi","keywords":"Polysomnography; Blood pressure; Medicine; Logistic regression; Respiratory disturbance index; Cardiology; Internal medicine; Diastole; Odds ratio; Physical therapy; Apnea","score_opus":0.01724027641649227,"score_gpt":0.2552494296748478,"score_spread":0.23800915325835553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188491216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98676366,0.009402726,0.000017092269,0.0016688429,0.000081469545,0.00038595233,0.000023484808,0.000040135063,0.001616661],"genre_scores_gemma":[0.99834865,0.0001723164,0.0005367186,0.00022115523,0.00029521965,0.00001047561,0.0000059300896,0.000026671534,0.0003828345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852145,0.000036126614,0.00024823396,0.00031134597,0.00058882305,0.00029404517],"domain_scores_gemma":[0.99904656,0.000038775153,0.000066787434,0.0004073672,0.00021041158,0.00023006943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013311808,0.0001439208,0.00032617644,0.0002625378,0.00005357303,0.00000963765,0.00009900115,0.00014018005,0.00050333],"category_scores_gemma":[0.00008570717,0.00012569201,0.00008283802,0.00034042704,0.00027800677,0.000102870894,0.00010729737,0.00027747225,0.000019006648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037296276,0.0014064704,0.86967343,0.00032350252,0.0022806847,0.00004598889,0.00067016465,0.0000061149794,0.06846065,0.00016046282,0.00029436976,0.056305196],"study_design_scores_gemma":[0.010705916,0.0019006986,0.8458087,0.00027002033,0.0058619026,0.0003317886,0.0004304433,0.00403568,0.119090356,0.00015873545,0.010976396,0.0004293783],"about_ca_topic_score_codex":0.00005891984,"about_ca_topic_score_gemma":0.000009637219,"teacher_disagreement_score":0.055875815,"about_ca_system_score_codex":0.0000061077053,"about_ca_system_score_gemma":0.000018897705,"threshold_uncertainty_score":0.5511111},"labels":[],"label_agreement":null},{"id":"W2188940983","doi":"10.25011/cim.v38i6.26199","title":"Obstructive Sleep Apnea Syndrome: Links Betwen Pathophysiology and Cardiovascular Complications","year":2015,"lang":"en","type":"review","venue":"Clinical and investigative medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Endothelial dysfunction; Cardiology; Pathophysiology; Internal medicine; Oxidative stress; Coronary artery disease; Stroke (engine); Population; Inflammation","score_opus":0.25280666925987305,"score_gpt":0.4151491848404407,"score_spread":0.16234251558056767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188940983","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012113927,0.9920858,0.000094356525,0.0022960077,0.0005203021,0.0022960724,0.00011236331,0.00007591044,0.0013077962],"genre_scores_gemma":[0.001059756,0.9947581,0.0012258395,0.00062999467,0.0011864086,0.00028397283,0.00058061455,0.0001055661,0.00016970834],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939954,0.0013862707,0.0017435716,0.0015950365,0.0007225723,0.00055711047],"domain_scores_gemma":[0.99482304,0.001080488,0.00048099505,0.0011473027,0.0007614663,0.0017067038],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0019860729,0.00078717293,0.006408227,0.00034879943,0.00019110009,0.000018102373,0.00031117993,0.0013049503,0.000053091208],"category_scores_gemma":[0.004863117,0.0005153457,0.00068020396,0.0007034065,0.02787866,0.0001194493,0.00055790634,0.0034665633,0.00007843741],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017697253,0.00007815747,0.0014776437,0.0055914456,0.0027434707,0.00018449592,0.00015279379,6.870008e-8,0.0000020706254,0.0013661996,0.0006079854,0.98777795],"study_design_scores_gemma":[0.0031299745,0.0025413476,0.01877245,0.0070382687,0.008019636,0.0011231024,0.00029097727,0.00005630388,5.9370416e-7,0.023152504,0.9352237,0.00065117184],"about_ca_topic_score_codex":0.00005582853,"about_ca_topic_score_gemma":0.0000018572564,"teacher_disagreement_score":0.9871268,"about_ca_system_score_codex":0.000095718635,"about_ca_system_score_gemma":0.00027776376,"threshold_uncertainty_score":0.99999154},"labels":[],"label_agreement":null},{"id":"W2189097518","doi":"10.1016/j.sleep.2015.11.003","title":"Comparison of in-laboratory and home diagnosis of sleep apnea using a cordless portable acoustic device","year":2015,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto General Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; Johnson and Johnson; Ontario Ministry of Health and Long-Term Care; Ontario Centres of Excellence","keywords":"Medicine; Polysomnography; Sleep apnea; Cutoff; Apnea; Apnea–hypopnea index; Cardiology; Audiology; Internal medicine","score_opus":0.0727144941076294,"score_gpt":0.37740512009402355,"score_spread":0.3046906259863942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189097518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99136114,0.006134734,0.0006976298,0.00029393643,0.0002936973,0.0005850673,0.000020794623,0.000020764477,0.00059224956],"genre_scores_gemma":[0.9987576,0.00004345872,0.00087212824,0.00008521153,0.0001480277,0.000024183242,0.00001939449,0.000038828173,0.000011139687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99728155,0.00013046412,0.00084167515,0.00036231996,0.00096763246,0.00041636478],"domain_scores_gemma":[0.9976215,0.00034639036,0.00033076757,0.00043947392,0.00083155587,0.00043035255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097043684,0.00023175255,0.0011934373,0.00057920744,0.00003026502,0.0000041393487,0.00015998512,0.00014014087,0.00011588879],"category_scores_gemma":[0.0012553118,0.00019520633,0.000038408933,0.0011388079,0.0006963756,0.00012650533,0.00012764023,0.00036946227,0.0000035803034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041708437,0.0004924985,0.95797753,0.00075701205,0.00012504855,0.0000816598,0.001948254,0.00021633408,0.028786384,0.000047851107,0.0001006766,0.009049678],"study_design_scores_gemma":[0.030454593,0.0058095553,0.7184531,0.0024708898,0.0018529316,0.00013380882,0.035405423,0.13721642,0.06642042,0.00024382118,0.0007339029,0.0008051058],"about_ca_topic_score_codex":0.0005454761,"about_ca_topic_score_gemma":0.00009789493,"teacher_disagreement_score":0.2395244,"about_ca_system_score_codex":0.0001742408,"about_ca_system_score_gemma":0.000114272734,"threshold_uncertainty_score":0.7960283},"labels":[],"label_agreement":null},{"id":"W2189541295","doi":"10.1093/sleep/28.3.309","title":"Differences between Men and Women in the Clinical Presentation of Patients Diagnosed with Obstructive Sleep Apnea Syndrome","year":2005,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":332,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Epworth Sleepiness Scale; Medicine; Odds ratio; Obstructive sleep apnea; Body mass index; Confidence interval; Sleep apnea; Apnea–hypopnea index; Polysomnography; Internal medicine; Apnea; Insomnia; Physical therapy; Pediatrics; Psychiatry","score_opus":0.027371770102539716,"score_gpt":0.32191663638330703,"score_spread":0.2945448662807673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189541295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99730515,0.000046373603,0.000045943692,0.0003074014,0.000032252043,0.0009885017,0.000028312634,0.0000131605375,0.0012328763],"genre_scores_gemma":[0.99934995,0.000010529587,0.00032896403,0.000038899572,0.0000916153,0.00010575328,0.000031987613,0.000016714055,0.000025566733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785763,0.00031071954,0.0004445999,0.00033192267,0.0006675246,0.00038760388],"domain_scores_gemma":[0.9986306,0.00062950567,0.00015241352,0.0002876836,0.00014089608,0.00015891841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056579616,0.00015659755,0.00044709077,0.00015441586,0.000051464976,0.000019777008,0.00018649476,0.00009302083,0.00006656429],"category_scores_gemma":[0.00030375205,0.00009637287,0.000043624328,0.00032342444,0.00040470847,0.00017708383,0.000079929465,0.0003386802,0.000008967212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002916004,0.00029973243,0.92887825,0.000038218433,0.00013577993,0.000018795656,0.004623374,0.0000015035782,0.0000118174585,0.000028311038,0.000005974748,0.06566665],"study_design_scores_gemma":[0.0042386106,0.0012433816,0.9897469,0.00002058543,0.00006839749,0.0000068206045,0.0040646954,0.00025423232,0.00007833398,0.0001503291,0.000028091079,0.00009961047],"about_ca_topic_score_codex":0.00007536174,"about_ca_topic_score_gemma":0.00003528575,"teacher_disagreement_score":0.06556704,"about_ca_system_score_codex":0.00010561628,"about_ca_system_score_gemma":0.000017874434,"threshold_uncertainty_score":0.39299715},"labels":[],"label_agreement":null},{"id":"W2189623742","doi":"","title":"A retrospective analysis of airway management in patients with obstructive sleep apnea and its effects on postanesthesia care unit length of stay.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Pacu; Medicine; Obstructive sleep apnea; Anesthesia; Airway; Perioperative; Airway obstruction; Laryngoscopy; Airway management; Sleep apnea; Intubation","score_opus":0.007461428497322473,"score_gpt":0.22636666794657298,"score_spread":0.2189052394492505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189623742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99542594,0.000057293288,0.000022517032,0.00003195084,0.00002199065,0.0022384627,0.000028154736,0.000013642358,0.0021600404],"genre_scores_gemma":[0.99946165,0.0000036123752,0.00012882293,0.000019737336,0.000010799858,0.0002927823,0.000033686156,0.000025979327,0.00002295494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979784,0.00017187279,0.0002686846,0.0004215504,0.0007901638,0.00036933407],"domain_scores_gemma":[0.9986873,0.00013411327,0.00017547174,0.00037342755,0.00047961398,0.00015006386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024805844,0.00019766412,0.00066042796,0.0010380493,0.000028315519,0.0000069092166,0.00011147034,0.00007097985,0.000007546506],"category_scores_gemma":[0.00019174757,0.00015699466,0.00007591004,0.0014973038,0.00011564597,0.000076522534,0.000069167094,0.00019591766,8.5437836e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013674569,0.00022964017,0.88092476,0.000330252,0.0019457049,0.000015281055,0.0007039711,0.000027205571,0.0000108042495,0.0010703948,2.1957855e-7,0.11337431],"study_design_scores_gemma":[0.0045512663,0.00090187165,0.98933685,0.000034550027,0.0011003026,4.9095024e-7,0.00053032185,0.00029247135,0.0030919057,0.000025781315,0.0000061115543,0.00012807139],"about_ca_topic_score_codex":0.000025688516,"about_ca_topic_score_gemma":0.000028093558,"teacher_disagreement_score":0.11324623,"about_ca_system_score_codex":0.00026000125,"about_ca_system_score_gemma":0.0000058119062,"threshold_uncertainty_score":0.6402056},"labels":[],"label_agreement":null},{"id":"W2189732622","doi":"10.1016/j.smrv.2015.11.007","title":"Prediction of oral appliance treatment outcomes in obstructive sleep apnea: A systematic review","year":2015,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Meta-analysis; Apnea–hypopnea index; Systematic review; Intensive care medicine; Physical therapy; MEDLINE; Apnea; Internal medicine; Polysomnography","score_opus":0.15063570343901153,"score_gpt":0.413582168008278,"score_spread":0.2629464645692665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189732622","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002059363,0.96363115,0.000104133396,0.00022721212,0.0006295969,0.033809487,0.0001737672,0.000076952,0.0013456559],"genre_scores_gemma":[0.0000044083768,0.99021804,0.0005577792,0.0001331101,0.0002819168,0.007481025,0.0005896857,0.00018217434,0.0005518608],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9869077,0.0023200924,0.006530758,0.0014236404,0.0018797454,0.00093802135],"domain_scores_gemma":[0.9920323,0.0005718877,0.0033231853,0.0027003794,0.0006781229,0.0006941288],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004792111,0.0016961622,0.025730982,0.0011415957,0.00005628163,0.000011300675,0.00075684837,0.0005655041,0.00026530368],"category_scores_gemma":[0.004754981,0.0009419257,0.0019034456,0.0026695365,0.00055390457,0.00017841201,0.00019707957,0.0011467331,0.00042117218],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000126462855,0.00026115653,0.00010627116,0.55795133,0.0008372601,0.000059193113,0.00008456511,4.7168587e-8,3.6742318e-7,0.000030379897,0.00021040541,0.44044635],"study_design_scores_gemma":[0.0018156134,0.0009408051,0.000028135191,0.58021706,0.018035334,0.00031081136,0.00006647461,0.000021605967,4.428817e-7,0.00001683079,0.39819616,0.00035073305],"about_ca_topic_score_codex":0.00011256851,"about_ca_topic_score_gemma":0.000024238047,"teacher_disagreement_score":0.44009563,"about_ca_system_score_codex":0.002812271,"about_ca_system_score_gemma":0.00033455782,"threshold_uncertainty_score":0.9995785},"labels":[],"label_agreement":null},{"id":"W2190236223","doi":"10.1183/13993003.00385-2015","title":"Obstructive sleep disordered breathing in 2- to 18-year-old children: diagnosis and management","year":2015,"lang":"en","type":"review","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":883,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"University of Bern; European Respiratory Society","keywords":"Medicine; Sleep disordered breathing; Breathing; Sleep (system call); Pediatrics; Intensive care medicine; Physical therapy; Obstructive sleep apnea; Cardiology; Anesthesia","score_opus":0.07174908851010377,"score_gpt":0.3553789407423482,"score_spread":0.28362985223224446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2190236223","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005503392,0.9794245,0.00003240275,0.000059923943,0.0003443404,0.0023900347,0.000046101017,0.000051581083,0.012147748],"genre_scores_gemma":[0.00024326342,0.9965462,0.0012481044,0.00028677387,0.0010026381,0.000085892934,0.00001741621,0.000302364,0.00026731077],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942291,0.0017820855,0.0012074842,0.00090444216,0.0010874098,0.00078952836],"domain_scores_gemma":[0.99739826,0.00011371114,0.0004466827,0.00072091736,0.00024537617,0.0010750494],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026636105,0.0006990827,0.0017828898,0.0016093252,0.00020102222,0.00026180784,0.00058901665,0.00016337536,0.00021207861],"category_scores_gemma":[0.0004020088,0.0005773808,0.00037346486,0.000907074,0.00015687899,0.00020395637,0.00081904593,0.0022313145,0.00042313943],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006752546,0.00012887042,0.008346683,0.0022195003,0.0005718166,0.0035112777,0.00021818063,0.0000018582318,4.820244e-7,0.00005215772,0.0011044092,0.9837772],"study_design_scores_gemma":[0.002615291,0.00051696954,0.04071049,0.010237009,0.0007542061,0.0016246509,0.0002055536,8.619282e-7,8.4890377e-7,0.000021647833,0.94269997,0.00061249133],"about_ca_topic_score_codex":0.0000054978004,"about_ca_topic_score_gemma":0.0000033149636,"teacher_disagreement_score":0.9831647,"about_ca_system_score_codex":0.00084345264,"about_ca_system_score_gemma":0.00011275474,"threshold_uncertainty_score":0.99966776},"labels":[],"label_agreement":null},{"id":"W2190347595","doi":"10.1002/ppul.23353","title":"Domiciliary noninvasive positive airway pressure therapy in children","year":2015,"lang":"en","type":"review","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Pulmonologists; Positive airway pressure; Intensive care medicine; Hypoventilation; Obstructive sleep apnea; Airway; Pediatrics; Continuous positive airway pressure; Positive pressure; Surgery; Respiratory system; Anesthesia; Internal medicine","score_opus":0.03238128531378905,"score_gpt":0.3406745846194929,"score_spread":0.30829329930570387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2190347595","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017995425,0.99118644,0.000006240029,0.00012017805,0.00034907748,0.0044099786,0.00027839124,0.00008117272,0.0017689748],"genre_scores_gemma":[0.0004194402,0.9958551,0.00013252371,0.000059608657,0.0018143776,0.00044252467,0.00063056976,0.00014558982,0.00050028233],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955686,0.000818412,0.00090726593,0.0011581543,0.00054127787,0.0010063091],"domain_scores_gemma":[0.9975411,0.00043017167,0.0004461283,0.0008845632,0.00034250985,0.0003554983],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00064223655,0.0007516318,0.003274147,0.0016134786,0.000054018125,0.00002150213,0.0006372597,0.0013584096,0.00022962016],"category_scores_gemma":[0.0003720014,0.00060007145,0.00053041324,0.0013168813,0.00022130187,0.00010245214,0.00035707303,0.0022286738,0.00070177275],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018206352,0.00040961435,0.0210801,0.0020757501,0.0008999927,0.0005289595,0.00008865498,6.2137923e-7,5.1108213e-7,0.000040781568,0.0008187789,0.97387415],"study_design_scores_gemma":[0.009419768,0.0028754824,0.020359308,0.0012581833,0.0070889345,0.006602361,0.00005147609,0.000019822774,0.000010968797,0.00032608752,0.9499915,0.0019960657],"about_ca_topic_score_codex":0.00017694187,"about_ca_topic_score_gemma":0.000006429882,"teacher_disagreement_score":0.9718781,"about_ca_system_score_codex":0.00053729274,"about_ca_system_score_gemma":0.0012459524,"threshold_uncertainty_score":0.999938},"labels":[],"label_agreement":null},{"id":"W2190770024","doi":"","title":"Effect of a Multidisciplinary Obstructive Sleep Apnea Surgical Clinic on Patient Outcomes","year":2015,"lang":"en","type":"other","venue":"uO Research (University of Ottawa)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Otorhinolaryngology; Multidisciplinary approach; Sleep apnea; Head and neck surgery; Medical history; General surgery; Surgery; Internal medicine","score_opus":0.039363241779065763,"score_gpt":0.36406150952564675,"score_spread":0.324698267746581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2190770024","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21449512,0.0001850178,0.0000106110465,0.000469704,0.0002766162,0.0028688866,0.0006393724,0.0001071708,0.7809475],"genre_scores_gemma":[0.3813679,0.00011939646,0.0013076928,0.0000073717765,0.00024019425,0.000011264071,0.0004365517,0.00063813396,0.6158715],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99304914,0.0016083744,0.00035266692,0.00086696463,0.0033056615,0.0008172134],"domain_scores_gemma":[0.9950976,0.0017892246,0.00036925834,0.0011879297,0.00089735654,0.00065865024],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021614581,0.0004305642,0.0015852385,0.0023043756,0.00014843476,0.000008481415,0.0007484413,0.00068744627,0.004852068],"category_scores_gemma":[0.00096769264,0.000387764,0.0005205113,0.001039154,0.0020133213,0.00007743605,0.0010010212,0.0017403722,0.0007190924],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007793636,0.004620556,0.42781514,0.0067246035,0.0065914015,0.009796679,0.0030741282,0.000009782669,0.00063555106,0.0017085312,0.3459971,0.18523292],"study_design_scores_gemma":[0.043627266,0.0601894,0.10592776,0.0021762457,0.0009838752,0.00015026607,0.009128587,0.0010041316,0.0030825103,0.0002052859,0.77181023,0.0017144594],"about_ca_topic_score_codex":0.00031309808,"about_ca_topic_score_gemma":0.00011289743,"teacher_disagreement_score":0.42581314,"about_ca_system_score_codex":0.0005007023,"about_ca_system_score_gemma":0.00024672443,"threshold_uncertainty_score":0.9998574},"labels":[],"label_agreement":null},{"id":"W2191141053","doi":"10.1007/s11325-015-1254-3","title":"The Determining Risk of Vascular Events by Apnea Monitoring (DREAM) study: design, rationale, and methods","year":2015,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"NIH Clinical Center; Canada Excellence Research Chairs, Government of Canada; Yale University","keywords":"Medicine; Polysomnography; Sleep apnea; Veterans Affairs; Obstructive sleep apnea; Stroke (engine); Population; Sleep medicine; Acute coronary syndrome; Retrospective cohort study; Physical therapy; Emergency medicine; Internal medicine; Intensive care medicine; Sleep disorder; Apnea; Myocardial infarction; Psychiatry","score_opus":0.046142352647104666,"score_gpt":0.3578489693967312,"score_spread":0.3117066167496266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2191141053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9590799,0.003068386,0.036810566,0.00006442149,0.00013915962,0.0007228769,0.0000037179832,0.00002056778,0.00009040297],"genre_scores_gemma":[0.97168255,0.000113593655,0.027997395,0.0000068666245,0.00009733436,0.000036629135,0.0000019453996,0.000020074847,0.000043601456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823576,0.00057819526,0.0002473703,0.00025817344,0.0004555062,0.00022497727],"domain_scores_gemma":[0.9986451,0.00065426016,0.000103791186,0.0002303333,0.00018312894,0.0001833323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030333905,0.00013391113,0.00024966136,0.00007275941,0.00026995502,0.000043713244,0.00008875405,0.00005507024,0.0000017320175],"category_scores_gemma":[0.0008512416,0.00009178785,0.000041848176,0.00013826806,0.000096641714,0.00013935915,0.00013626185,0.00024257886,9.1380747e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015026334,0.00012372818,0.5150122,0.000034239754,0.0005754097,0.000016634951,0.004857769,0.000015504538,0.00668718,0.000009072626,0.000012680943,0.4725053],"study_design_scores_gemma":[0.02532113,0.004657154,0.7333447,0.00041528273,0.0031597354,0.0004689548,0.06872965,0.06773814,0.090640925,0.002763494,0.0016558587,0.0011050054],"about_ca_topic_score_codex":0.00009091819,"about_ca_topic_score_gemma":0.0000012904856,"teacher_disagreement_score":0.47140032,"about_ca_system_score_codex":0.000044655724,"about_ca_system_score_gemma":0.000024012477,"threshold_uncertainty_score":0.3743},"labels":[],"label_agreement":null},{"id":"W2192309052","doi":"","title":"The Rematee Bumper Belt(®) positional therapy device for snoring and obstructive sleep apnea: Positional effectiveness in healthy subjects.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Supine position; Medicine; Body position; Limiting; Orientation (vector space); Obstructive sleep apnea; Prone position; Sleep apnea; Physical medicine and rehabilitation; Physical therapy; Anesthesia; Engineering","score_opus":0.024643869178583876,"score_gpt":0.28725721706160523,"score_spread":0.2626133478830214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2192309052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98793805,0.0012314336,0.00016357205,0.0041142744,0.00022905908,0.0057154465,0.000027051112,0.000037980964,0.0005431236],"genre_scores_gemma":[0.98697156,0.00005001276,0.00042913557,0.0003906581,0.00023915689,0.011803044,0.000047387824,0.00004030887,0.000028728586],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99782574,0.00023774178,0.00029262394,0.00045027572,0.00045621826,0.00073738856],"domain_scores_gemma":[0.997455,0.0015583806,0.00007845255,0.00023193547,0.00043376457,0.00024245714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008936799,0.00021052797,0.00030785007,0.00017757546,0.00036055272,0.00009316621,0.00013654357,0.00014702554,0.000018924813],"category_scores_gemma":[0.00030522622,0.00015305475,0.0000858538,0.00030066012,0.00024756827,0.00027948848,0.000071174334,0.0004188767,0.000009081648],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010987284,0.0005246138,0.24919215,0.00058146863,0.0007187167,0.000028599692,0.0005458482,0.00001786427,0.010660469,0.010212723,0.000057901332,0.7164724],"study_design_scores_gemma":[0.004437507,0.00021055814,0.9875461,0.000022171944,0.000018281458,0.000082851795,0.00017892125,0.00035631657,0.0033566821,0.0035261044,0.000112656395,0.00015187915],"about_ca_topic_score_codex":0.00019016243,"about_ca_topic_score_gemma":0.000034181903,"teacher_disagreement_score":0.7383539,"about_ca_system_score_codex":0.00040039906,"about_ca_system_score_gemma":0.000044068798,"threshold_uncertainty_score":0.62413913},"labels":[],"label_agreement":null},{"id":"W2193848602","doi":"10.1164/rccm.201511-2198ed","title":"Adaptive Servo-ventilation and the Treatment of Central Sleep Apnea in Heart Failure. Let’s Not Throw the Baby Out with the Bathwater","year":2015,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Muscular Dystrophy Canada; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Central sleep apnea; Heart failure; Apnea; Ventilation (architecture); Sleep apnea; Cheyne–Stokes respiration; Cardiology; Anesthesia; Intensive care medicine; Polysomnography","score_opus":0.02996631166719902,"score_gpt":0.30589737320214866,"score_spread":0.2759310615349496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2193848602","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20455216,0.0061927894,0.00019076614,0.7878703,0.00020141332,0.0007998939,0.00002943525,0.0000054293964,0.00015778959],"genre_scores_gemma":[0.9244216,0.0000789257,0.00010412855,0.07320982,0.002098895,0.000024224497,0.0000071244303,0.000036211957,0.00001904504],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963545,0.0010462032,0.00059959065,0.00028636737,0.0012646096,0.00044869556],"domain_scores_gemma":[0.9967306,0.0014541966,0.0003005762,0.00038080555,0.0009148012,0.00021902392],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00095382676,0.00034129608,0.001166542,0.00017903525,0.00012572533,0.000026831918,0.00019974177,0.00013822768,0.000042903142],"category_scores_gemma":[0.000333243,0.00012289861,0.000148778,0.00024051122,0.007176076,0.0000874185,0.000042957934,0.0015381393,8.897859e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06902722,0.0010173353,0.11349138,0.002189934,0.005012216,0.0082363505,0.17147508,0.00004665113,0.002400243,0.0010067453,0.18754311,0.43855372],"study_design_scores_gemma":[0.020081557,0.05681603,0.026675683,0.0010263512,0.003305073,0.0014390817,0.0974825,0.000134165,0.0010689625,0.00012181952,0.7913563,0.00049244496],"about_ca_topic_score_codex":0.00011523994,"about_ca_topic_score_gemma":0.0001017585,"teacher_disagreement_score":0.71986943,"about_ca_system_score_codex":0.00019486043,"about_ca_system_score_gemma":0.00016323607,"threshold_uncertainty_score":0.99552584},"labels":[],"label_agreement":null},{"id":"W2205419122","doi":"10.1371/journal.pone.0143697","title":"Validation of the STOP-Bang Questionnaire as a Screening Tool for Obstructive Sleep Apnea among Different Populations: A Systematic Review and Meta-Analysis","year":2015,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":666,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; Toronto Western Hospital","funders":"University Health Network Foundation; University of Toronto","keywords":"Obstructive sleep apnea; Meta-analysis; Medicine; Sleep apnea; Apnea; MEDLINE; Sleep (system call); Physical therapy; Internal medicine; Intensive care medicine; Computer science; Biology","score_opus":0.25361066502557206,"score_gpt":0.3788002067135799,"score_spread":0.12518954168800783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205419122","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00054550817,0.9816992,0.0014122033,0.00015353387,0.000018495644,0.01589551,0.00022514373,0.000033427503,0.00001695532],"genre_scores_gemma":[0.009883073,0.9723703,0.004685308,0.00007617207,0.000114960225,0.011161947,0.000799613,0.00018397879,0.00072463875],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99504983,0.0011736113,0.0015552258,0.0005926999,0.0013486735,0.00027997108],"domain_scores_gemma":[0.99542034,0.0004053547,0.0015810591,0.0011621967,0.0012753453,0.00015571671],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001258984,0.0005169848,0.008516001,0.000479122,0.00013944838,0.000046939145,0.00030292507,0.00023049649,0.0000612917],"category_scores_gemma":[0.004367151,0.00028940156,0.002255676,0.0012002088,0.00016396429,0.0001807996,0.00018186643,0.00043178187,0.0000050247213],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008408685,0.00022701573,0.00029607376,0.7952819,0.2015478,0.0000011335023,0.00007738644,0.0000010040718,0.0000011612478,0.00016485159,0.0000018830873,0.002391427],"study_design_scores_gemma":[0.00023537611,0.00008025861,0.0002266345,0.08355901,0.91524583,0.00001086942,0.00004089296,0.00022298464,0.000016648983,0.00011392553,0.000015184623,0.0002324072],"about_ca_topic_score_codex":0.000035073117,"about_ca_topic_score_gemma":0.0000069702214,"teacher_disagreement_score":0.713698,"about_ca_system_score_codex":0.00030212602,"about_ca_system_score_gemma":0.00006715123,"threshold_uncertainty_score":0.99995583},"labels":[],"label_agreement":null},{"id":"W2205840377","doi":"10.1016/j.resinv.2015.09.007","title":"Tailored treatment strategies for obstructive sleep apnea","year":2015,"lang":"en","type":"review","venue":"Respiratory Investigation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Obstructive sleep apnea; Pathophysiology; Hypoxemia; Arousal; Continuous positive airway pressure; Sleep (system call); Cardiology; Airway; Apnea; Internal medicine; Sleep apnea; Anesthesia; Intensive care medicine; Neuroscience","score_opus":0.17608293060505634,"score_gpt":0.4030942779249542,"score_spread":0.2270113473198979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205840377","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003858101,0.9909592,0.0004063886,0.000043421416,0.00038564732,0.006123067,0.00021367401,0.00018266928,0.0013000978],"genre_scores_gemma":[0.00038862985,0.97628176,0.0055162427,0.00032139066,0.0038594168,0.008792509,0.0034473727,0.00067375513,0.0007189398],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964274,0.00041195616,0.000936591,0.0009132807,0.00072416174,0.0005865781],"domain_scores_gemma":[0.9968151,0.00028194688,0.00058657484,0.0008323739,0.0008377217,0.0006462824],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053426996,0.0007630413,0.0021846306,0.0006325166,0.0001659801,0.00012947511,0.00023694064,0.0006798496,0.000042016807],"category_scores_gemma":[0.0004253701,0.0005992539,0.00065405515,0.00065694074,0.0005061084,0.00033938163,0.00006289027,0.0004396946,0.00018995888],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070616625,0.00006775415,0.000029195233,0.00944158,0.0007097904,0.000026173951,0.0002785467,0.0000040855134,0.00007352944,0.0024327992,0.00025805552,0.98660785],"study_design_scores_gemma":[0.0016797314,0.0015097674,0.000021300784,0.0014479841,0.002045548,0.00004010395,0.00041430362,0.00013438484,0.00016399617,0.0020485062,0.9899979,0.0004964666],"about_ca_topic_score_codex":0.000016391197,"about_ca_topic_score_gemma":0.000007675509,"teacher_disagreement_score":0.98973984,"about_ca_system_score_codex":0.0023639153,"about_ca_system_score_gemma":0.0024356234,"threshold_uncertainty_score":0.9996459},"labels":[],"label_agreement":null},{"id":"W2208566531","doi":"10.1186/s12939-015-0279-3","title":"Exploring policy driven systemic inequities leading to differential access to care among Indigenous populations with obstructive sleep apnea in Canada","year":2015,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saskatchewan Health Authority; University of Saskatchewan; University of Regina; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Indigenous; Referral; Health services research; Medicine; Health policy; Health care; Public health; Obstructive sleep apnea; Social policy; Family medicine; Qualitative research; Health equity; Health administration; Gerontology; Economic growth; Nursing; Political science; Sociology; Social science; Law","score_opus":0.2622135444561168,"score_gpt":0.46457211137861293,"score_spread":0.20235856692249615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2208566531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98988044,0.000055656754,0.0035014332,0.0030293118,0.0017896101,0.0015024845,0.00012354045,0.000014531542,0.00010300824],"genre_scores_gemma":[0.99770856,0.000009076914,0.0007753264,0.0002989373,0.00086650683,0.0002379034,0.00004772501,0.000037737085,0.00001821423],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99678147,0.00011186556,0.0007621478,0.00029970153,0.0013154914,0.0007293019],"domain_scores_gemma":[0.9976241,0.00009932514,0.00023843595,0.00015975647,0.0010453684,0.0008330442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038272145,0.00019859347,0.0004660665,0.0015082208,0.00015855694,0.000174551,0.0005786571,0.000041554984,0.000008206759],"category_scores_gemma":[0.0005968828,0.00018315161,0.000052314597,0.0005596547,0.000031822627,0.0006169398,0.00034758664,0.00052824616,0.000002539804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009796325,0.00005889501,0.9024802,0.00024548022,0.00010729633,0.0001797672,0.030151566,0.02861282,0.00008755522,0.0005472112,0.000031525175,0.036518075],"study_design_scores_gemma":[0.004365657,0.0010023089,0.941642,0.0019657465,0.000018817085,0.00061991275,0.047149252,0.0020235595,0.00030857144,0.00042071613,0.000110050976,0.00037345185],"about_ca_topic_score_codex":0.70399344,"about_ca_topic_score_gemma":0.87930536,"teacher_disagreement_score":0.17531192,"about_ca_system_score_codex":0.023877459,"about_ca_system_score_gemma":0.0041220733,"threshold_uncertainty_score":0.9798697},"labels":[],"label_agreement":null},{"id":"W2209218544","doi":"10.1260/2040-2295.6.4.673","title":"Predicting Neck Fluid Accumulation While Supine","year":2015,"lang":"en","type":"article","venue":"Journal of Healthcare Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Supine position; Bioelectrical impedance analysis; Medicine; Anthropometry; Body fluid; Demographics; Internal medicine; Body mass index","score_opus":0.07737827933655259,"score_gpt":0.3591947275756332,"score_spread":0.2818164482390806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2209218544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98833996,0.0014346231,0.0054878634,0.0036300898,0.0007741072,0.0001895113,0.0000025797708,0.000043950924,0.00009731095],"genre_scores_gemma":[0.9919585,0.00002197461,0.006740652,0.00005559559,0.0011668715,0.0000019174265,0.000004101977,0.000032058546,0.000018316388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984065,0.00003264304,0.00049663737,0.00010215043,0.00067048165,0.00029155676],"domain_scores_gemma":[0.9982746,0.000066955305,0.00014669247,0.00015125857,0.0008318602,0.0005285983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067623914,0.00011005496,0.0003065312,0.0003174676,0.000030820076,0.000018516566,0.00008878633,0.00008096721,0.000019285215],"category_scores_gemma":[0.00095646427,0.000096963864,0.00008297584,0.0002833712,0.000011096665,0.0002501455,0.000034743018,0.00055291003,0.000007935434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013717083,0.00027132328,0.83151776,0.0016156296,0.0005112696,0.0011328178,0.0032989709,0.049451854,0.04778683,0.0007119016,0.0012783307,0.061051577],"study_design_scores_gemma":[0.011257876,0.005073753,0.47884554,0.0017610756,0.00017749223,0.0063460814,0.0019484599,0.45581663,0.02116135,0.00009259924,0.016979478,0.0005396641],"about_ca_topic_score_codex":0.000048062375,"about_ca_topic_score_gemma":0.0000035992107,"teacher_disagreement_score":0.40636477,"about_ca_system_score_codex":0.00045845474,"about_ca_system_score_gemma":0.00017831383,"threshold_uncertainty_score":0.39540717},"labels":[],"label_agreement":null},{"id":"W2212234186","doi":"10.1155/2011/649402","title":"Ambulatory Monitoring for Obstructive Sleep Apnea: It’s Not the Device That Matters, but How the Data Are Used","year":2011,"lang":"en","type":"letter","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Ambulatory; Sleep (system call); Sleep apnea; Apnea; Medical emergency; Intensive care medicine; Emergency medicine; Cardiology; Internal medicine","score_opus":0.16769351000212224,"score_gpt":0.3175047483176876,"score_spread":0.14981123831556536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2212234186","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0115967365,0.0023979254,0.00023473422,0.973968,0.006535903,0.0027093969,0.0022486735,0.00004837604,0.00026023548],"genre_scores_gemma":[0.05864283,0.000033962875,0.00032992192,0.90154296,0.03731255,0.00023510451,0.00017244871,0.0004940968,0.0012361155],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99376076,0.0007914838,0.0006645789,0.001086125,0.0017067887,0.001990234],"domain_scores_gemma":[0.9922588,0.0009320367,0.0009453766,0.0034276943,0.0012268724,0.0012092307],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020364923,0.00084976933,0.00095572235,0.00081820233,0.0018422147,0.0007771462,0.0039145225,0.001084559,0.00028723356],"category_scores_gemma":[0.0010432557,0.00054634846,0.00046067752,0.00035926592,0.0008878464,0.0005729258,0.0004062764,0.008613429,0.00008940624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011032586,0.000010321609,0.016098376,0.00026200572,0.0012688239,0.0029067572,0.0004512411,0.0000011943105,0.00018819372,0.000008538602,0.97302175,0.005672493],"study_design_scores_gemma":[0.0012759109,0.00011883542,0.02981468,0.00032252487,0.00069146627,0.0009329303,0.0031286231,0.0000405851,0.0006987646,0.000042211726,0.96235466,0.00057883747],"about_ca_topic_score_codex":0.0028368803,"about_ca_topic_score_gemma":0.00899682,"teacher_disagreement_score":0.07242505,"about_ca_system_score_codex":0.002207394,"about_ca_system_score_gemma":0.0020985806,"threshold_uncertainty_score":0.9996988},"labels":[],"label_agreement":null},{"id":"W2212348765","doi":"10.1136/hrt.2008.160952","title":"Relationship between sleep apnoea and mortality in patients with ischaemic heart failure","year":2009,"lang":"en","type":"article","venue":"Heart","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Canadian Sleep & Circadian Network; Toronto Sleep Institute; Toronto Rehabilitation Institute; Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Ejection fraction; Internal medicine; Heart failure; Cardiology; Prospective cohort study; Etiology; Cardiomyopathy; Confounding; Sleep study; Polysomnography; Apnea","score_opus":0.02737853392279363,"score_gpt":0.3123577235191173,"score_spread":0.2849791895963236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2212348765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955972,0.000036686426,0.000025998683,0.0033557147,0.00001587715,0.0005740593,0.00000919965,0.000035392495,0.0003498921],"genre_scores_gemma":[0.9980771,2.2153694e-7,0.0014957008,0.0002585316,0.000067766,0.000007926451,0.000040650753,0.000014218228,0.00003787834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872744,0.000078156256,0.00019428416,0.0002848819,0.00041888238,0.0002963667],"domain_scores_gemma":[0.99931395,0.00009938494,0.000025118814,0.0002878802,0.00008777716,0.0001859048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002325941,0.00012097927,0.00026647342,0.00015995781,0.000065143686,0.000016263624,0.000037948317,0.00009681717,0.00004159532],"category_scores_gemma":[0.00015232227,0.000100726706,0.000028535374,0.00032063277,0.00009301214,0.00014791661,0.00002336195,0.0004142153,0.000045923727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007394187,0.000076790464,0.99887425,0.000018840808,0.000010688885,0.000003905732,0.00007817279,8.684655e-7,0.0000679308,0.000100167745,0.00017295426,0.000521495],"study_design_scores_gemma":[0.002019183,0.00044412218,0.9964711,0.000033777687,0.000026043044,0.0000059895447,0.000033288477,0.00002097685,0.0001352479,0.00023211897,0.0004787847,0.00009936593],"about_ca_topic_score_codex":0.000042789747,"about_ca_topic_score_gemma":0.000029746063,"teacher_disagreement_score":0.003097183,"about_ca_system_score_codex":0.00007523191,"about_ca_system_score_gemma":0.000023491108,"threshold_uncertainty_score":0.41075158},"labels":[],"label_agreement":null},{"id":"W2214193955","doi":"10.1371/journal.pone.0140135","title":"Treatment of Sleep Disordered Breathing Liberates Obese Hypoxemic Patients from Oxygen","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary; Western University","funders":"","keywords":"Sleep disordered breathing; Cardiology; Breathing; Medicine; Internal medicine; Oxygen; Hypoxia (environmental); Anesthesia; Obstructive sleep apnea; Chemistry","score_opus":0.0665726000023931,"score_gpt":0.2721859897136275,"score_spread":0.2056133897112344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2214193955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963988,0.00077001116,0.000012496635,0.0003119774,0.000042327454,0.00068446,0.00009311006,0.000052606305,0.0016342072],"genre_scores_gemma":[0.99542344,0.000056929217,0.0036864206,0.000020958547,0.00012384527,0.00005098073,0.0002268703,0.000039697847,0.00037088455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836606,0.000066877474,0.0002708692,0.00029363652,0.0007238513,0.0002786793],"domain_scores_gemma":[0.9987045,0.000109559405,0.00008454702,0.00041079786,0.00041387748,0.00027675473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000053381857,0.00016962388,0.00045647944,0.00011476153,0.00003325622,0.000014196965,0.000103643826,0.00008303436,0.0001489014],"category_scores_gemma":[0.00029790238,0.00013767458,0.000069366266,0.00018052479,0.000076222124,0.000105652456,0.00006550374,0.00010247672,0.00015413314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009327492,0.014433818,0.8816003,0.00010144883,0.0017243958,0.0000393765,0.0041697267,0.0000023123416,0.07665234,0.000015264099,0.00003439637,0.020293824],"study_design_scores_gemma":[0.029405184,0.00728914,0.49504036,0.0003915154,0.0014577308,0.0000047808394,0.0012796592,0.0057704304,0.45736217,0.0013356868,0.00015485186,0.00050848123],"about_ca_topic_score_codex":0.000554785,"about_ca_topic_score_gemma":0.000015437845,"teacher_disagreement_score":0.38656,"about_ca_system_score_codex":0.0002892946,"about_ca_system_score_gemma":0.000044100612,"threshold_uncertainty_score":0.5614207},"labels":[],"label_agreement":null},{"id":"W2214982781","doi":"10.1136/thoraxjnl-2014-205982","title":"Scoring criteria for portable monitor recordings: a comparison of four hypopnoea definitions in a population-based cohort","year":2015,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Fondation Leenaards; GlaxoSmithKline; Centre Hospitalier Universitaire Vaudois; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Cohort; Population; Cohort study; Internal medicine; Environmental health","score_opus":0.20182783557546702,"score_gpt":0.4199909938438674,"score_spread":0.21816315826840038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2214982781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946883,0.00008181461,0.0019492311,0.00021199098,0.00019784653,0.0009718606,0.00004519609,0.000039494764,0.00181431],"genre_scores_gemma":[0.9776074,0.000001148902,0.021867681,0.000021216323,0.00011817489,0.00017952478,0.00012189294,0.000028997007,0.000053927288],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986757,0.000059054964,0.00041503087,0.0002263234,0.00033920901,0.00028465933],"domain_scores_gemma":[0.99890375,0.00019280029,0.00011373423,0.00025969907,0.000364884,0.00016510481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060413365,0.000113049566,0.00041348464,0.0002978821,0.000044507236,0.00001682282,0.00008427455,0.00007442084,0.00005263676],"category_scores_gemma":[0.0009277132,0.000114479095,0.000070516995,0.00036325867,0.000039308678,0.00009797766,0.00002700599,0.0001528237,0.000010864312],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045413838,0.00019992542,0.9931859,0.00013391009,0.00003085358,0.0000065185686,0.00011616622,0.00007257855,0.0029958088,0.0002581253,0.00026977705,0.002276333],"study_design_scores_gemma":[0.0041376557,0.00066869345,0.93713915,0.00031080176,0.0001377223,0.000010139125,0.00094877556,0.041979145,0.011606247,0.0026113275,0.00022429661,0.00022605184],"about_ca_topic_score_codex":0.0008305416,"about_ca_topic_score_gemma":0.00007898785,"teacher_disagreement_score":0.05604672,"about_ca_system_score_codex":0.00023488731,"about_ca_system_score_gemma":0.00009698399,"threshold_uncertainty_score":0.4668322},"labels":[],"label_agreement":null},{"id":"W2220863162","doi":"10.1007/bf03262421","title":"Apnea and Oxygen Desaturations in Children Treated with Opioids after Adenotonsillectomy for Obstructive Sleep Apnea Syndrome","year":2012,"lang":"en","type":"article","venue":"Pediatric Drugs","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child and Family Research Institute; Children's & Women's Health Centre of British Columbia; University of British Columbia; Hospital for Sick Children; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Tonsillectomy; Anesthesia; Adenoidectomy; Hydrocodone; Sleep apnea; Oxygen saturation; Apnea; Pulse oximetry; Opioid; Internal medicine; Oxycodone","score_opus":0.0071685459581808855,"score_gpt":0.24692193621646705,"score_spread":0.23975339025828615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2220863162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948878,0.0016982862,0.00029453638,0.00016416021,0.000060156995,0.0022266845,0.000092563176,0.00007077005,0.000505037],"genre_scores_gemma":[0.99506354,0.000030465224,0.003291312,0.000054406817,0.0004298022,0.0007364364,0.000104429695,0.00006845575,0.00022114257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979894,0.000072558076,0.00031218337,0.0004602043,0.00039128275,0.0007743832],"domain_scores_gemma":[0.99879515,0.00022126282,0.0000870871,0.00032300278,0.00018491001,0.0003885851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021993482,0.00030196193,0.00043582695,0.00060321897,0.000120646866,0.000040470597,0.00010893332,0.00016210487,0.00007526868],"category_scores_gemma":[0.00014277712,0.0002430391,0.00007978247,0.00096672523,0.00014585801,0.0003752609,0.000082832434,0.0003524494,0.000030390755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047940214,0.00019053945,0.9942544,0.00008222841,0.00015776124,0.000016548633,0.000992066,0.0000016595736,0.000061419625,0.000055166714,0.000032886077,0.0036759388],"study_design_scores_gemma":[0.003945459,0.0002935307,0.9937808,0.000008075915,0.00040044222,0.0004243006,0.0003429437,0.00018571531,0.0002188203,0.000040177598,0.00007136619,0.00028837554],"about_ca_topic_score_codex":0.000116274074,"about_ca_topic_score_gemma":0.000009086498,"teacher_disagreement_score":0.0034660567,"about_ca_system_score_codex":0.00018734319,"about_ca_system_score_gemma":0.000060292452,"threshold_uncertainty_score":0.9910847},"labels":[],"label_agreement":null},{"id":"W2225040579","doi":"10.1152/jappl.2002.92.1.418","title":"Selected Contribution: Influence of genioglossus tonic activity on upper airway dynamics assessed by phrenic nerve stimulation","year":2002,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Genioglossus; Tonic (physiology); Anesthesia; Stimulation; Medicine; Airway; Electromyography; Phrenic nerve; Chemistry; Respiratory system; Internal medicine; Physical medicine and rehabilitation","score_opus":0.00998148752086175,"score_gpt":0.2766204328113165,"score_spread":0.26663894529045473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2225040579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986172,0.000072653536,0.000314887,0.00027247195,0.000074129835,0.00032317292,0.000023710936,0.000013226948,0.0002885842],"genre_scores_gemma":[0.9994739,0.000029936391,0.0002306237,0.000056713034,0.00013487607,0.000006803754,0.000027269238,0.000019040774,0.000020806854],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984139,0.00010766762,0.0004773998,0.00021472093,0.0004592007,0.0003271172],"domain_scores_gemma":[0.997764,0.00031917944,0.00059026544,0.00024658127,0.00094058696,0.00013941704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019875889,0.00017835693,0.0006167253,0.00019788404,0.00006187534,0.0000075328544,0.0001625491,0.00020042493,0.00024515606],"category_scores_gemma":[0.00018593234,0.00014803183,0.00013394283,0.0005022221,0.0001785666,0.00010900765,0.000039132145,0.00068565685,0.000021925869],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037229015,0.0006381425,0.0014494822,0.000037508857,0.00027825942,0.0000087361395,0.00003977373,0.0029697777,0.98699355,0.00061670586,0.00014860419,0.0030965866],"study_design_scores_gemma":[0.007872482,0.0021832127,0.54656434,0.000038875056,0.00017363789,0.00006839804,0.000027373215,0.035586804,0.40660888,0.00058201206,0.00010146839,0.00019248143],"about_ca_topic_score_codex":0.0000075917374,"about_ca_topic_score_gemma":0.0000016860367,"teacher_disagreement_score":0.5803846,"about_ca_system_score_codex":0.0004203526,"about_ca_system_score_gemma":0.000072490075,"threshold_uncertainty_score":0.6036563},"labels":[],"label_agreement":null},{"id":"W2226205641","doi":"10.1513/annalsats.201505-294oc","title":"The Effect of Patient Neighborhood Income Level on the Purchase of Continuous Positive Airway Pressure Treatment among Patients with Sleep Apnea","year":2015,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; University Health Network; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Continuous positive airway pressure; Sleep apnea; Positive airway pressure; Obstructive sleep apnea; Apnea; Airway; Sleep (system call); Anesthesia; Cardiology; Intensive care medicine; Internal medicine; Emergency medicine","score_opus":0.03566723265732318,"score_gpt":0.33977298052826244,"score_spread":0.30410574787093925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2226205641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953985,0.000250909,0.00004261351,0.0016176596,0.00006025788,0.0019764064,0.00025301802,0.000013001344,0.00038764096],"genre_scores_gemma":[0.99952114,0.000018557346,0.000064772095,0.00014938788,0.000031201955,0.00009690471,0.000010932418,0.00003770422,0.00006940839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968562,0.00082959945,0.0004133089,0.00029348108,0.0012035094,0.0004039052],"domain_scores_gemma":[0.99573785,0.0011855734,0.001009597,0.0010087279,0.000894065,0.00016419048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007532334,0.00029792424,0.0007368977,0.000035979287,0.00017178785,0.000012649326,0.00043904176,0.000056075292,0.0000065170425],"category_scores_gemma":[0.0005291979,0.00011811734,0.00050128653,0.0005963492,0.0022952936,0.000061480336,0.00021314506,0.0003006462,0.0000021757012],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007262566,0.0009493229,0.79576576,0.000095392024,0.0033951176,0.0000031995685,0.0061492403,0.00013773149,0.00049299555,0.00005488296,0.00034188005,0.18535192],"study_design_scores_gemma":[0.0028090696,0.030416582,0.74631745,0.00022340754,0.00066063186,0.0000034065292,0.005517893,0.00087009894,0.21280704,0.00005811304,0.00010317711,0.0002130928],"about_ca_topic_score_codex":0.0004996166,"about_ca_topic_score_gemma":0.00000570681,"teacher_disagreement_score":0.21231405,"about_ca_system_score_codex":0.00007914243,"about_ca_system_score_gemma":0.00006809931,"threshold_uncertainty_score":0.84571046},"labels":[],"label_agreement":null},{"id":"W2226560589","doi":"10.14740/jnr.v5i6.363","title":"Cognitive Dysfunction in Patients With Rapid Eye Movement Dependent and Other Types of Obstructive Sleep Apnea Syndrome","year":2015,"lang":"en","type":"article","venue":"Journal of Neurology Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cognition; Obstructive sleep apnea; Rapid eye movement sleep; Eye movement; Apnea; Pediatrics; Sleep (system call); Audiology; Significant difference; Cognitive impairment; Sleep apnea; Physical medicine and rehabilitation; Internal medicine; Psychiatry; Ophthalmology","score_opus":0.04222827582763238,"score_gpt":0.33194256465174693,"score_spread":0.28971428882411454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2226560589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978535,0.00020142879,0.000056309345,0.00057970424,0.00011654357,0.0005410202,0.000009872822,0.0000031076563,0.0006385034],"genre_scores_gemma":[0.9996452,0.000009027335,0.00009000525,0.00013474238,0.0000491961,0.000009054258,0.0000017285352,0.000024960527,0.000036086378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99685395,0.00065987284,0.00042001356,0.0002512322,0.0014236679,0.00039129294],"domain_scores_gemma":[0.9969427,0.00034572816,0.00021168943,0.00015525517,0.0020717012,0.00027291343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016486838,0.0001267685,0.00043587232,0.000953233,0.000038409675,0.000012047063,0.00012819434,0.000122227,0.00007297026],"category_scores_gemma":[0.0008489397,0.000091473965,0.0000398082,0.00045497148,0.0005305029,0.00015285687,0.00013445228,0.0011717823,0.000008144495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016651176,0.00058487663,0.97348076,0.000046126144,0.00027584488,0.00051926816,0.00044722614,0.000019737723,0.0006718843,0.000027656311,0.000015271557,0.0072601675],"study_design_scores_gemma":[0.010828646,0.017482221,0.96925026,0.00004605279,0.000048852682,0.00026918604,0.00059554976,0.0001067912,0.000984586,0.00028084888,0.000040659466,0.00006637296],"about_ca_topic_score_codex":0.000047761572,"about_ca_topic_score_gemma":0.000020165033,"teacher_disagreement_score":0.016897345,"about_ca_system_score_codex":0.00011043426,"about_ca_system_score_gemma":0.00012490441,"threshold_uncertainty_score":0.50908756},"labels":[],"label_agreement":null},{"id":"W2228460262","doi":"10.1152/jappl.2001.90.6.2490","title":"Selected Contribution: Regulation of sleep-wake states in response to intermittent hypoxic stimuli applied only in sleep","year":2001,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sleep (system call); Medicine; Intermittent hypoxia; Psychology; Anesthesia; Neuroscience; Obstructive sleep apnea; Computer science","score_opus":0.013040658438448403,"score_gpt":0.2905993108160045,"score_spread":0.27755865237755606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2228460262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975695,0.000042342406,0.0005383082,0.00072554726,0.00008087521,0.00072280236,0.000006625638,0.000010816072,0.00030315854],"genre_scores_gemma":[0.9987919,0.00001757692,0.00079106237,0.00017662847,0.00013750177,0.000022468696,0.000023527551,0.00002405325,0.000015332274],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99756974,0.00020526774,0.0010504262,0.00028259953,0.00043218464,0.00045979494],"domain_scores_gemma":[0.9980748,0.00047733373,0.00044393065,0.00023015158,0.00058648485,0.00018724117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009537698,0.00020233588,0.00085093465,0.000977093,0.000027456546,0.000006910575,0.00019801618,0.00017431786,0.00016175266],"category_scores_gemma":[0.00033899758,0.00017730458,0.000085971806,0.0012647272,0.00014779095,0.000061014074,0.0000851821,0.0006214687,0.000020495478],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06258229,0.0004965973,0.0043086777,0.000030351617,0.000110314264,0.000061759114,0.00052875374,0.0039748633,0.912546,0.00041346578,0.0000505705,0.014896382],"study_design_scores_gemma":[0.008029778,0.0010538006,0.9393315,0.000059458464,0.0000346326,0.00011505695,0.00039598555,0.0017571273,0.04710753,0.001659549,0.00031853464,0.00013707145],"about_ca_topic_score_codex":0.000011348853,"about_ca_topic_score_gemma":0.000025456195,"teacher_disagreement_score":0.9350228,"about_ca_system_score_codex":0.00050849013,"about_ca_system_score_gemma":0.00015788102,"threshold_uncertainty_score":0.7230271},"labels":[],"label_agreement":null},{"id":"W2232142721","doi":"10.1378/chest.15-0822","title":"Sleep Bruxism in Respiratory Medicine Practice","year":2015,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Sleep Bruxism; Medicine; Sleep medicine; Polysomnography; Hypopnea; Non-rapid eye movement sleep; Obstructive sleep apnea; Oral appliance; Apnea; Electromyography; Anesthesia; Physical therapy; Sleep disorder; Physical medicine and rehabilitation; Insomnia; Electroencephalography; Psychiatry","score_opus":0.1914987313583284,"score_gpt":0.4743857262745646,"score_spread":0.2828869949162362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2232142721","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004470239,0.9741281,0.00005746967,0.0013922915,0.00088022486,0.00078042643,0.0000047432827,0.000026174554,0.022726053],"genre_scores_gemma":[0.000006033863,0.99384046,0.0009456499,0.00034338926,0.0043274527,0.000033933757,0.000019444868,0.00013262095,0.0003510193],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947251,0.0009954155,0.0014175995,0.0004841492,0.0016803961,0.00069731707],"domain_scores_gemma":[0.99574864,0.0007357548,0.00089110376,0.0006599304,0.0009882281,0.0009763367],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0058127414,0.00052768213,0.0027146356,0.001283311,0.00009091994,0.000055291766,0.0004928357,0.00058181456,0.0005960845],"category_scores_gemma":[0.008265459,0.00036342032,0.00035413372,0.0010436561,0.00035720324,0.00030955838,0.0001689493,0.00517632,0.00050452753],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006220634,0.00014731211,0.0000381602,0.007827454,0.0003111209,0.0044970717,0.00017597822,1.1655799e-7,0.0000022526901,0.00005772921,0.005988288,0.9808923],"study_design_scores_gemma":[0.0021550038,0.0005145811,0.00007830473,0.011178754,0.0012591484,0.009721033,0.00025214025,0.0000033047863,7.2329146e-7,0.00006890451,0.9744975,0.00027057613],"about_ca_topic_score_codex":0.000013328868,"about_ca_topic_score_gemma":0.000003964287,"teacher_disagreement_score":0.98062176,"about_ca_system_score_codex":0.001978933,"about_ca_system_score_gemma":0.0012041703,"threshold_uncertainty_score":0.9998818},"labels":[],"label_agreement":null},{"id":"W2233244949","doi":"10.1378/chest.15-1777","title":"CPAP in the Perioperative Setting","year":2015,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Perioperative; Population; Obstructive sleep apnea; Sleep study; Disease; Polysomnography; Pediatrics; Continuous positive airway pressure; Internal medicine; Surgery; Apnea","score_opus":0.13799273770335307,"score_gpt":0.4444190631186606,"score_spread":0.3064263254153075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2233244949","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003653955,0.9886426,0.000013486573,0.000628517,0.0002073057,0.00065951847,0.0000056851372,0.0000071992426,0.009799157],"genre_scores_gemma":[0.000036003177,0.99733543,0.000517614,0.00010689281,0.0015533614,0.000038190567,0.00001703926,0.0000482649,0.00034719918],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735355,0.0006748561,0.00055297493,0.00022199724,0.00078641815,0.00041018342],"domain_scores_gemma":[0.9987284,0.00022125876,0.000233361,0.0003101217,0.00028367224,0.00022319188],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0027449348,0.00028300815,0.0011378209,0.00028550433,0.00013485155,0.00015747182,0.00041713362,0.00020577293,0.00021075513],"category_scores_gemma":[0.00079746154,0.00014395542,0.0003338875,0.00045475733,0.00013753829,0.00009266637,0.000084504376,0.00329571,0.00019808457],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008094099,0.000050539806,0.00006267915,0.0035359557,0.00011172406,0.0009954314,0.0012248923,9.999748e-8,8.955655e-7,0.000035426066,0.00076590263,0.99320835],"study_design_scores_gemma":[0.0005184407,0.00011089101,0.00010645867,0.0039802413,0.0002879541,0.009112373,0.0009656062,0.000004709461,6.2883043e-7,0.000019275856,0.984762,0.00013138496],"about_ca_topic_score_codex":0.0000025560305,"about_ca_topic_score_gemma":0.0000022096178,"teacher_disagreement_score":0.993077,"about_ca_system_score_codex":0.0006848995,"about_ca_system_score_gemma":0.00084550807,"threshold_uncertainty_score":0.9990037},"labels":[],"label_agreement":null},{"id":"W2233758775","doi":"10.1111/anae.13362","title":"The importance of obstructive sleep apnoea management in peri‐operative medicine","year":2016,"lang":"en","type":"editorial","venue":"Anaesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Sleep (system call); Peri; Intensive care medicine; Sleep medicine; Emergency medicine; Internal medicine; Sleep disorder; Psychiatry; Insomnia","score_opus":0.011762358223335483,"score_gpt":0.3219436570338483,"score_spread":0.3101812988105128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2233758775","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04881656,0.018443016,0.0001705708,0.01410852,0.8255262,0.0088115,0.00022221814,0.00018913191,0.0837123],"genre_scores_gemma":[0.10883944,0.014170934,0.0011956196,0.00026357803,0.8638284,0.0010783214,0.0003428016,0.0004760982,0.009804807],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99530524,0.0002662839,0.00091633346,0.00080551294,0.002003237,0.0007033838],"domain_scores_gemma":[0.99661934,0.00076912984,0.00044974164,0.0012140383,0.00076182943,0.00018594325],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010328423,0.0005160467,0.0010989807,0.00041407088,0.00014383942,0.000020201427,0.00069614575,0.00052550423,0.0001930581],"category_scores_gemma":[0.0010996616,0.00028794177,0.00018355393,0.00058069563,0.001289356,0.00011154606,0.00020377726,0.0010740134,0.000052544914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024071143,0.0002701021,0.019034574,0.0006835603,0.0020807239,0.0019494224,0.0015063396,0.0000014278495,0.00027405884,0.01124496,0.7100755,0.25047222],"study_design_scores_gemma":[0.0053626364,0.0014064072,0.03248133,0.0010633654,0.00039041758,0.000015511096,0.0017711016,0.000035617475,0.0003016648,0.0019219116,0.95472735,0.00052265765],"about_ca_topic_score_codex":0.00012242825,"about_ca_topic_score_gemma":0.00020539228,"teacher_disagreement_score":0.24994954,"about_ca_system_score_codex":0.0007057481,"about_ca_system_score_gemma":0.00016390432,"threshold_uncertainty_score":0.99995726},"labels":[],"label_agreement":null},{"id":"W2234466039","doi":"10.1378/chest.15-0903","title":"STOP-Bang Questionnaire","year":2015,"lang":"fr","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1298,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Population; Apnea; Sleep apnea; Body mass index; Physical therapy; Internal medicine; Pediatrics","score_opus":0.060838547539122725,"score_gpt":0.3484271585509845,"score_spread":0.2875886110118618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2234466039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4856434,0.3131613,0.019188702,0.085654974,0.042036302,0.000780659,0.000025862342,0.00014277239,0.053366028],"genre_scores_gemma":[0.96523076,0.000591717,0.002683464,0.00026543127,0.014143105,0.000004993958,0.0000044689286,0.00006901992,0.01700706],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970807,0.0003369507,0.00042659463,0.00024343509,0.0010397204,0.00087262585],"domain_scores_gemma":[0.99663806,0.000072346586,0.00016135647,0.00030898006,0.0009858691,0.0018333858],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018507094,0.00023142244,0.00034108036,0.00022992126,0.00020064924,0.00016531334,0.00026826936,0.00024003664,0.001209057],"category_scores_gemma":[0.0022288247,0.00021373619,0.00016262008,0.00036194647,0.00048491274,0.00043051946,0.0001043032,0.0017842712,0.0026586999],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046454868,0.00087555306,0.18884732,0.0007764141,0.0006086457,0.0072978893,0.0055349735,0.000101957965,0.0030633924,0.006009986,0.04804392,0.7383754],"study_design_scores_gemma":[0.012211302,0.0022465547,0.26018915,0.0032471216,0.0006517705,0.032189775,0.009080666,0.0036631827,0.0067427657,0.007901674,0.6610462,0.00082982436],"about_ca_topic_score_codex":0.00005167672,"about_ca_topic_score_gemma":0.0000078389585,"teacher_disagreement_score":0.7375456,"about_ca_system_score_codex":0.0017017599,"about_ca_system_score_gemma":0.0007924896,"threshold_uncertainty_score":0.99970394},"labels":[],"label_agreement":null},{"id":"W2237115975","doi":"10.5664/jcsm.4946","title":"Obstructive Sleep Apnea and Kidney Disease: A Potential Bidirectional Relationship?","year":2015,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Kidney disease; Hypoxia (environmental); Sleep apnea; Population; Internal medicine; Dialysis; Disease; Renal function; Intermittent hypoxia; Cardiology; Intensive care medicine; Physiology; Environmental health","score_opus":0.13557954897240213,"score_gpt":0.4653337959204765,"score_spread":0.3297542469480744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2237115975","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002478809,0.98906463,0.00093023677,0.0030987246,0.0045882897,0.0010431643,0.000088765984,0.000036038346,0.000902277],"genre_scores_gemma":[0.0010801587,0.98280495,0.0016801079,0.00034352197,0.013196314,0.000024993475,0.00016971123,0.00013696394,0.00056328654],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98962957,0.0013971537,0.004855983,0.00074118265,0.0028145972,0.00056150474],"domain_scores_gemma":[0.9863635,0.0030002675,0.0032000851,0.00065065577,0.002296033,0.0044895057],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0063282805,0.0007090637,0.0058123986,0.0010443425,0.00015391994,0.000036913454,0.0004537568,0.0008490341,0.00064714387],"category_scores_gemma":[0.037899826,0.00045171884,0.001471337,0.00092919555,0.0015007869,0.00027817278,0.00024589687,0.0044809002,0.00005975025],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012288356,0.00037852398,0.006016103,0.0046210927,0.0020654104,0.0013637868,0.000038328966,0.0000011527841,3.612759e-7,0.0002053917,0.004835876,0.9792451],"study_design_scores_gemma":[0.0067840046,0.0018640485,0.016111316,0.009535663,0.01172689,0.0037379453,0.00006779016,0.0002713536,6.982657e-8,0.0008176853,0.94869417,0.00038904263],"about_ca_topic_score_codex":0.0000072944154,"about_ca_topic_score_gemma":5.9734145e-7,"teacher_disagreement_score":0.9788561,"about_ca_system_score_codex":0.00040833722,"about_ca_system_score_gemma":0.0015083178,"threshold_uncertainty_score":0.99979347},"labels":[],"label_agreement":null},{"id":"W2237766817","doi":"10.1007/978-1-4419-5692-7_59","title":"Sleep Loss Reduces Respiratory Motor Plasticity","year":2009,"lang":"en","type":"article","venue":"Advances in experimental medicine and biology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Neuroplasticity; Sleep (system call); Airway; Obstructive sleep apnea; Respiratory system; Medicine; Sleep apnea; Apnea; Plasticity; Anesthesia; Neuroscience; Psychology; Internal medicine","score_opus":0.038842945542046904,"score_gpt":0.40033455388302797,"score_spread":0.36149160834098104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2237766817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629702,0.030221257,0.00005686548,0.0012044366,0.00024547434,0.00031195531,0.000003047504,0.00003144508,0.0049553486],"genre_scores_gemma":[0.9971681,0.0004658674,0.0004276709,0.0014688674,0.00041031276,0.00002310429,0.000008268787,0.0000082007,0.000019574874],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987725,0.00007234844,0.0002889867,0.00038910817,0.00013716547,0.00033986138],"domain_scores_gemma":[0.9994773,0.00013920276,0.000056140958,0.00012640987,0.00003945148,0.00016147796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001408584,0.00017049609,0.0003878672,0.00021218605,0.00005390202,0.0000027738195,0.000092039736,0.00010356411,0.00014934453],"category_scores_gemma":[0.00022716753,0.00011968926,0.000027464579,0.00018742649,0.0008308594,0.00013702916,0.00004682688,0.00023886011,0.000007596441],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007998608,0.00021965531,0.024753712,0.00001595148,0.000014977281,0.0000897079,0.00036993556,4.6224417e-7,0.8835664,0.0020221493,0.000023770906,0.08812343],"study_design_scores_gemma":[0.012498126,0.025504315,0.097972706,0.00026316225,0.000045299963,0.00031885266,0.005740014,0.00026097646,0.8189461,0.0030360243,0.034868743,0.0005456815],"about_ca_topic_score_codex":0.000014016807,"about_ca_topic_score_gemma":0.00000379416,"teacher_disagreement_score":0.08757775,"about_ca_system_score_codex":0.000086477245,"about_ca_system_score_gemma":0.00001114612,"threshold_uncertainty_score":0.48807862},"labels":[],"label_agreement":null},{"id":"W2250900584","doi":"10.1016/j.sleep.2016.01.002","title":"Intermittent hypoxemia and sleep fragmentation: associations with daytime alertness in obese sleep apnea patients living at moderate altitude","year":2016,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Alertness; Hypoxemia; Medicine; Daytime; Sleep apnea; Sleep (system call); Cardiology; Internal medicine; Psychiatry","score_opus":0.015461675004227274,"score_gpt":0.2797111146073832,"score_spread":0.2642494396031559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2250900584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99025595,0.0004395145,0.0014045357,0.004672502,0.0003171058,0.0011504607,0.00003519613,0.00008376381,0.0016409872],"genre_scores_gemma":[0.9976302,0.0000697738,0.0004167696,0.0005646312,0.00028487662,0.0001547006,0.000108429376,0.00007659776,0.0006940441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963125,0.00021189841,0.0007009242,0.0007824085,0.0012387327,0.0007535396],"domain_scores_gemma":[0.9975669,0.0006355045,0.00026153497,0.00053823774,0.0005023544,0.0004955122],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006271886,0.0004153298,0.0007390689,0.00050197286,0.00020935167,0.000025305004,0.00021141328,0.00017158501,0.00082882063],"category_scores_gemma":[0.0009943885,0.0002615565,0.00006230009,0.0005423644,0.000497202,0.0003724689,0.0002957613,0.00038007027,0.00009266903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006371862,0.00046789367,0.90710026,0.000115994655,0.00037657167,0.000121288795,0.002971725,0.00002546099,0.0045615076,0.000070147245,0.00017133156,0.083380654],"study_design_scores_gemma":[0.012594318,0.0010978852,0.97751486,0.00085148634,0.00025516574,0.000044764736,0.0004002266,0.0054075406,0.0011865547,0.000054541546,0.00023307891,0.00035957686],"about_ca_topic_score_codex":0.00011693785,"about_ca_topic_score_gemma":0.00029044665,"teacher_disagreement_score":0.083021075,"about_ca_system_score_codex":0.001085612,"about_ca_system_score_gemma":0.000035203004,"threshold_uncertainty_score":0.99998367},"labels":[],"label_agreement":null},{"id":"W2254367010","doi":"10.2217/pmt.15.58","title":"Post-Tonsillectomy Pain Control: Consensus Or Controversy?","year":2015,"lang":"en","type":"review","venue":"Pain Management","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Tonsillectomy; Medicine; Analgesic; Intensive care medicine; Health professionals; Pain control; Health care; Postoperative pain; Pain management; Physical therapy; Surgery; Anesthesia","score_opus":0.05193884391114849,"score_gpt":0.3644112246789134,"score_spread":0.3124723807677649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254367010","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.6134338e-7,0.96089566,0.0023012287,0.0013966776,0.00033424026,0.008304097,0.00011426994,0.00022749785,0.02642597],"genre_scores_gemma":[0.000028313216,0.9770703,0.001346898,0.0021817188,0.00051456667,0.0009185478,0.0003076611,0.0002177183,0.017414277],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99081254,0.004609319,0.0010989234,0.001058086,0.0013803676,0.0010407565],"domain_scores_gemma":[0.9934974,0.0034613363,0.00045096804,0.0013605624,0.0006274948,0.0006022728],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.012124795,0.0008828396,0.0035013994,0.00090621697,0.00012824973,0.00007212039,0.0005107736,0.0003558082,0.0013239237],"category_scores_gemma":[0.004686649,0.0005969316,0.0006786972,0.000794256,0.00039159704,0.0000332064,0.00029001173,0.0007933453,0.0008222546],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039501168,0.000143839,0.000013432497,0.028737564,0.003129788,0.0019455163,0.000032456857,4.22535e-7,3.6202005e-7,0.00068485364,0.048071913,0.91684484],"study_design_scores_gemma":[0.0051453826,0.0009959397,0.000007339763,0.0056235995,0.0036119912,0.00007654592,0.00045894046,0.00031371074,6.9380384e-8,0.000063473155,0.98314714,0.0005558549],"about_ca_topic_score_codex":0.00006898261,"about_ca_topic_score_gemma":0.000018651972,"teacher_disagreement_score":0.9350752,"about_ca_system_score_codex":0.0012512176,"about_ca_system_score_gemma":0.00029726676,"threshold_uncertainty_score":0.9999557},"labels":[],"label_agreement":null},{"id":"W2254484833","doi":"10.1097/aco.0000000000000317","title":"Diagnosis and treatment of obstructive sleep apnea during pregnancy","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Pregnancy; Sleep apnea; Intensive care medicine; Population; Fetus; Pediatrics; Fetal monitoring; Obstetrics; Internal medicine","score_opus":0.10587933339642769,"score_gpt":0.40101973160068555,"score_spread":0.29514039820425786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254484833","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038391761,0.9926899,0.0000038209073,0.000040775056,0.0012677418,0.0020060423,0.00008602319,0.000024727886,0.0000417988],"genre_scores_gemma":[0.0005776915,0.9977639,0.00006848534,4.8589874e-7,0.00027904526,0.001148974,0.000086819775,0.000060831786,0.000013780927],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713576,0.0004365186,0.0008831028,0.00081295246,0.00021390112,0.0005177801],"domain_scores_gemma":[0.99829036,0.0004230038,0.00042929684,0.00056395883,0.000098622244,0.00019473051],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007493996,0.0005332435,0.0025294984,0.0008165741,0.000045774817,0.00000606137,0.00017725083,0.00040559398,0.00008732126],"category_scores_gemma":[0.00018169601,0.00034908668,0.00038324867,0.00034301516,0.00047476665,0.000057712085,0.00013157348,0.00030542735,0.000035472644],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004859238,0.0003452276,0.014890259,0.017888771,0.00016776826,0.000019005878,0.00009723602,2.7235386e-8,9.207915e-7,0.00023529386,0.0000027782617,0.9663041],"study_design_scores_gemma":[0.004466075,0.0037326966,0.037878867,0.09884285,0.000468683,0.00027978732,0.000053621778,0.0000059432878,0.000038797865,0.00021415636,0.85327506,0.00074344117],"about_ca_topic_score_codex":0.000012999643,"about_ca_topic_score_gemma":0.0000015595336,"teacher_disagreement_score":0.9655607,"about_ca_system_score_codex":0.00051035744,"about_ca_system_score_gemma":0.00010347165,"threshold_uncertainty_score":0.9998961},"labels":[],"label_agreement":null},{"id":"W2255125876","doi":"10.1155/2014/408073","title":"Higher Effective Oronasal versus Nasal Continuous Positive Airway Pressure in Obstructive Sleep Apnea: Effect of Mandibular Stabilization","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôtel-Dieu de Montréal; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Obstructive sleep apnea; Anesthesia; Continuous positive airway pressure; Polysomnography; Apnea; Airway; Positive pressure","score_opus":0.008902468862720215,"score_gpt":0.26466432289100394,"score_spread":0.2557618540282837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255125876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923861,0.0009384627,0.00024403585,0.00013331303,0.0010120604,0.0013331204,0.00006319666,0.0000193809,0.0038703552],"genre_scores_gemma":[0.9991242,0.000002557449,0.000073577765,0.00012574448,0.00049089274,0.000047128175,0.000014119322,0.00006852498,0.000053248797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99618924,0.0013389294,0.000530656,0.00045286003,0.0006980267,0.0007902659],"domain_scores_gemma":[0.99701166,0.00069474865,0.00025938012,0.00036484931,0.0006632885,0.0010060609],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010984422,0.00035026652,0.0007650754,0.0009039028,0.00019578316,0.00005318454,0.0002445137,0.0003176813,0.00043493102],"category_scores_gemma":[0.0011746542,0.00031304074,0.00018605238,0.0005377918,0.00036806986,0.00026671743,0.000046859168,0.0011064355,0.000026645184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010259112,0.00013958433,0.8575084,0.00038944752,0.0013332388,0.0011871163,0.0010048305,0.0005275245,0.01844931,0.0016352464,0.00025728156,0.1073089],"study_design_scores_gemma":[0.019303577,0.0077827903,0.9354443,0.00020906754,0.00037881496,0.00013350298,0.00022238033,0.00066700653,0.029581476,0.00010207421,0.0057424153,0.00043261115],"about_ca_topic_score_codex":0.0019477775,"about_ca_topic_score_gemma":0.0057144137,"teacher_disagreement_score":0.10687629,"about_ca_system_score_codex":0.0012645609,"about_ca_system_score_gemma":0.00037307615,"threshold_uncertainty_score":0.99993217},"labels":[],"label_agreement":null},{"id":"W2258013522","doi":"10.1155/2013/469391","title":"Loud Snoring is A Risk Factor for Occupational Injury in Farmers","year":2013,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; Kingston General Hospital; University of Saskatchewan; Canadian Science Centre for Human and Animal Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sleep apnea; Obstructive sleep apnea; Risk factor; Apnea; Sleep disorder; Cohort study; Occupational injury; Population; Physical therapy; Sleep (system call); Affect (linguistics); Poison control; Injury prevention; Pediatrics; Insomnia; Emergency medicine; Internal medicine; Psychiatry; Psychology; Environmental health","score_opus":0.04341948591919143,"score_gpt":0.3273657140423396,"score_spread":0.2839462281231482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2258013522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971004,0.00018887196,0.00016448194,0.0006664094,0.00029078548,0.0006533855,0.00035067118,0.000008443148,0.0005765665],"genre_scores_gemma":[0.99665594,0.00000806661,0.00046414573,0.0021356835,0.0005236811,0.000047536876,0.0000022026586,0.0000348263,0.00012790623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982771,0.00008815172,0.00036417253,0.00022941576,0.0003698445,0.0006713],"domain_scores_gemma":[0.9978509,0.00007825641,0.00011223618,0.00019403646,0.00044258602,0.0013219622],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038407499,0.00015110929,0.00022146507,0.0009272028,0.00024091196,0.00009664096,0.00016142358,0.00012695689,0.0048580887],"category_scores_gemma":[0.0005752123,0.0001427743,0.00012585023,0.0002853439,0.000088182394,0.0002387958,0.00001604898,0.0007521499,0.00016080735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012152453,0.000021050744,0.76236063,0.000027308666,0.00008929044,0.00007943863,0.00034851764,0.000005674653,0.002617185,0.000052832198,0.0035672267,0.23070934],"study_design_scores_gemma":[0.0017086543,0.0002766823,0.95157784,0.0000412606,0.000017787821,0.000052764393,0.00036506343,0.00028389433,0.0008670436,0.00023434272,0.044398364,0.00017631704],"about_ca_topic_score_codex":0.006608443,"about_ca_topic_score_gemma":0.008846669,"teacher_disagreement_score":0.23053302,"about_ca_system_score_codex":0.0013864435,"about_ca_system_score_gemma":0.0014989623,"threshold_uncertainty_score":0.99900335},"labels":[],"label_agreement":null},{"id":"W2259020911","doi":"10.1183/13993003/erj.38.suppl_55.p2149","title":"Impact of hemodialysis on dyspnoea in chronic renal failure patients","year":2011,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Christie (Canada); McGill University Health Centre","funders":"","keywords":"Medicine; Hemodialysis; Chronic renal failure; Internal medicine; Intensive care medicine; Kidney disease; Heart failure; Cardiology","score_opus":0.04313698202414675,"score_gpt":0.3084647386409982,"score_spread":0.2653277566168515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259020911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97910196,0.000093614486,0.000033437092,0.000012891565,0.00005427357,0.00018376156,0.00000839737,0.000012565446,0.02049913],"genre_scores_gemma":[0.9993397,0.000006119715,0.0001850214,0.00006027556,0.0003144335,0.0000011999708,0.0000026982525,0.000052765037,0.00003778349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973958,0.0007185678,0.00057238707,0.0002495477,0.0006508314,0.00041284034],"domain_scores_gemma":[0.9986392,0.000035720157,0.0002696278,0.00039189326,0.00032366338,0.00033986988],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010136589,0.00019407218,0.00034226192,0.0007127944,0.00006935938,0.000019204645,0.00026222397,0.00005025905,0.0014224461],"category_scores_gemma":[0.0003207021,0.00014468518,0.00029364048,0.00041773246,0.00013255981,0.0001399019,0.00008226267,0.00089697685,0.0002235493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014856756,0.00077920954,0.8897739,0.00003289507,0.0003490684,0.0011968263,0.0006714922,0.0000617768,0.05397271,0.00003066457,0.00083628827,0.050809477],"study_design_scores_gemma":[0.0044394536,0.0041586617,0.9864322,0.00012266188,0.000036741865,0.000038680533,0.000028254,0.000020651558,0.003959089,0.000013346465,0.0006283708,0.00012186891],"about_ca_topic_score_codex":0.000009731154,"about_ca_topic_score_gemma":0.0000062279496,"teacher_disagreement_score":0.096658304,"about_ca_system_score_codex":0.00082415954,"about_ca_system_score_gemma":0.00022424616,"threshold_uncertainty_score":0.9994904},"labels":[],"label_agreement":null},{"id":"W2260589301","doi":"10.1016/j.sleep.2016.01.001","title":"Obstructive Sleep Apnea and Cognition in Parkinson's disease","year":2016,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; National Center for Research Resources; National Institute of Mental Health; Center of Excellence for Stress and Mental Health; U.S. Department of Veterans Affairs","keywords":"Continuous positive airway pressure; Medicine; Obstructive sleep apnea; Polysomnography; Montreal Cognitive Assessment; Cognition; Internal medicine; Neurocognitive; Sleep apnea; Neuropsychology; Physical therapy; Apnea; Disease; Cognitive impairment; Psychiatry","score_opus":0.01801593356743816,"score_gpt":0.2879676847589066,"score_spread":0.26995175119146847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2260589301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97607297,0.0014961932,0.001332256,0.014746365,0.0003767117,0.0010037662,0.00003525817,0.00009383987,0.004842662],"genre_scores_gemma":[0.9982412,0.00014928525,0.00023849253,0.00047027008,0.00049935945,0.00009322819,0.000032443022,0.000043174587,0.00023254516],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976543,0.00012256207,0.00037901883,0.00060878566,0.00069779187,0.0005375477],"domain_scores_gemma":[0.9982813,0.00033474388,0.000089946385,0.00039932877,0.00020711377,0.00068756397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040696588,0.0002640317,0.00046732882,0.00047510743,0.00006871811,0.000008215498,0.000109792585,0.00010367004,0.00079768064],"category_scores_gemma":[0.0013318781,0.00016497135,0.000053517604,0.00040017487,0.0008509245,0.00020266513,0.00010058352,0.00027380954,0.00008714512],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019506349,0.00019889695,0.45837396,0.00017837268,0.00013763933,0.0007402256,0.0004371712,3.744305e-7,0.022495173,0.0011586358,0.00018528996,0.51414365],"study_design_scores_gemma":[0.0117943045,0.000515705,0.97548455,0.00045190647,0.00021957247,0.00008755,0.0005602266,0.0004759672,0.0016255565,0.0032202848,0.005314071,0.0002503226],"about_ca_topic_score_codex":0.000035226676,"about_ca_topic_score_gemma":0.000019899135,"teacher_disagreement_score":0.5171106,"about_ca_system_score_codex":0.00018517744,"about_ca_system_score_gemma":0.000027797394,"threshold_uncertainty_score":0.8734044},"labels":[],"label_agreement":null},{"id":"W2261069128","doi":"10.1007/978-1-60761-725-9_30","title":"Health-Care Utilization and Pediatric Obstructive Sleep Apnea","year":2012,"lang":"en","type":"book-chapter","venue":"Humana Press eBooks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Intensive care medicine; Sleep apnea; Sleep (system call); Cardiology; Computer science","score_opus":0.08307194238216256,"score_gpt":0.3269189805270052,"score_spread":0.24384703814484263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261069128","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00043776902,0.16048473,0.00016667413,0.000048418344,0.00046131713,0.0023677964,0.00015297515,0.00019840148,0.8356819],"genre_scores_gemma":[0.36434203,0.013580704,0.0022597082,0.0008719147,0.010916657,0.00045149605,0.001682473,0.0014188078,0.6044762],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971623,0.000064528685,0.00054410147,0.00076327386,0.0008193089,0.0006464902],"domain_scores_gemma":[0.99783486,0.00008186622,0.00038457807,0.0007353051,0.00043601022,0.0005273891],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016054344,0.0005621574,0.00085182185,0.00045363896,0.00026663937,0.000056904853,0.00019290588,0.0005048976,0.00024069766],"category_scores_gemma":[0.00003644541,0.000558034,0.00017140966,0.000015129588,0.00033019664,0.00009362822,0.00033503785,0.00093879097,0.00004808491],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017722265,0.000022192882,0.00015320341,0.00220357,0.00031712203,0.000043321405,0.0028524385,2.409773e-7,0.000005348214,0.13242128,0.00037150292,0.86143255],"study_design_scores_gemma":[0.0049720015,0.0010607111,0.009684552,0.00037267894,0.0020944723,0.00024751457,0.0004265544,0.00012333202,0.0003442017,0.0042236787,0.97460616,0.0018441646],"about_ca_topic_score_codex":0.00006660336,"about_ca_topic_score_gemma":0.000025846917,"teacher_disagreement_score":0.97423464,"about_ca_system_score_codex":0.00034855353,"about_ca_system_score_gemma":0.00008252081,"threshold_uncertainty_score":0.99968714},"labels":[],"label_agreement":null},{"id":"W2261146099","doi":"10.1016/j.joms.2016.01.043","title":"Quality of Life Assessment After Maxillomandibular Advancement Surgery for Obstructive Sleep Apnea","year":2016,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Obstructive sleep apnea; Quality of life (healthcare); Sleep quality; Sleep apnea; Anesthesia; Nursing; Psychiatry; Insomnia","score_opus":0.045722577449231035,"score_gpt":0.3408478646149311,"score_spread":0.2951252871657001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261146099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833158,0.0010645292,0.012427321,0.0017582597,0.00088161026,0.00038430362,0.00009812757,0.000010152358,0.00005985375],"genre_scores_gemma":[0.99656624,0.00049113436,0.002519849,0.00013655607,0.0001302844,0.00003213635,0.000005462057,0.000029552535,0.000088816734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99696326,0.00011797496,0.0013435655,0.00026622118,0.0008616043,0.00044734846],"domain_scores_gemma":[0.99711955,0.0004765365,0.00083194656,0.00020926552,0.0009263718,0.0004363524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019389215,0.00024243456,0.0012798591,0.00040866938,0.00007189498,0.000020180922,0.00007986123,0.00012330477,0.0002502731],"category_scores_gemma":[0.0013188376,0.00015082194,0.00066043215,0.00019940521,0.00029745686,0.00040279835,0.0000787794,0.00017073951,0.0000022306403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004959936,0.00023425292,0.55565625,0.0002613071,0.0004736523,0.00007352756,0.000036380297,5.2349947e-7,0.012178068,0.00024534814,0.00006000471,0.4258207],"study_design_scores_gemma":[0.0023739585,0.00039881087,0.9518276,0.0001339624,0.00013449269,0.00009917385,0.00015386776,0.000011290424,0.004185991,0.0010067163,0.039407857,0.00026627208],"about_ca_topic_score_codex":0.000024976065,"about_ca_topic_score_gemma":0.0000019194304,"teacher_disagreement_score":0.42555445,"about_ca_system_score_codex":0.00017622166,"about_ca_system_score_gemma":0.00023408796,"threshold_uncertainty_score":0.615034},"labels":[],"label_agreement":null},{"id":"W2262541556","doi":"10.1016/j.sleep.2015.12.013","title":"Identifying obstructive sleep apnea after stroke/TIA: evaluating four simple screening tools","year":2016,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Stroke Network; Health Sciences Centre; Heart and Stroke Foundation; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Obstructive sleep apnea; Medicine; Stroke (engine); Sleep apnea; Simple (philosophy); Intensive care medicine; Cardiology; Internal medicine; Engineering","score_opus":0.08351675983459014,"score_gpt":0.3673949356787304,"score_spread":0.2838781758441402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2262541556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89634323,0.0011884558,0.08979773,0.004856568,0.0010617172,0.0017065157,0.00008791725,0.00031072032,0.0046471637],"genre_scores_gemma":[0.98693186,0.000025221576,0.008852253,0.00057364046,0.0021225133,0.00024460696,0.000050393166,0.00015247667,0.0010470096],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9933505,0.00034950918,0.001057961,0.0011951815,0.0026063193,0.0014404944],"domain_scores_gemma":[0.99556524,0.0011482596,0.00034760626,0.0011712788,0.0009711986,0.00079644204],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001845393,0.000615947,0.001072172,0.0007037021,0.00030508547,0.00006369019,0.0004474386,0.00027487197,0.0049854736],"category_scores_gemma":[0.0049734595,0.00040559116,0.00028962482,0.00076400646,0.00079136546,0.0007634933,0.00044339368,0.0007883653,0.00037695438],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013120633,0.000078566554,0.0996965,0.00017231295,0.00073059986,0.0005752716,0.00083520805,0.0000055720247,0.14613293,0.00022098863,0.00020737984,0.7500326],"study_design_scores_gemma":[0.03225025,0.0035800594,0.905316,0.0019042672,0.0019502165,0.00095901923,0.006620809,0.0070425337,0.03253451,0.0029060147,0.0034169678,0.0015193609],"about_ca_topic_score_codex":0.00008779355,"about_ca_topic_score_gemma":0.000025806983,"teacher_disagreement_score":0.8056195,"about_ca_system_score_codex":0.000499959,"about_ca_system_score_gemma":0.00006030988,"threshold_uncertainty_score":0.9998396},"labels":[],"label_agreement":null},{"id":"W2264019154","doi":"10.3747/pdi.2014.00205","title":"Sleep-Disordered Breathing in 2 Pediatric Patients on Peritoneal Dialysis","year":2016,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"Hospital for Sick Children; University of Toronto","keywords":"Medicine; Peritoneal dialysis; Kidney disease; Central sleep apnea; Hypoventilation; Obstructive sleep apnea; Dialysis; Sleep apnea; Quality of life (healthcare); Intensive care medicine; Breathing; End-stage kidney disease; Internal medicine; Cardiology; Respiratory system; Apnea; Polysomnography; Anesthesia","score_opus":0.012770470452884486,"score_gpt":0.2892756341108319,"score_spread":0.2765051636579474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264019154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98681533,0.00004492366,0.00029940766,0.003326003,0.0008873623,0.00039098618,0.00011940728,0.000076352495,0.008040219],"genre_scores_gemma":[0.9969985,0.00008640154,0.0005032742,0.00018611827,0.0012593732,0.00013886065,0.00018472147,0.00005915618,0.0005835912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960401,0.00016897544,0.000697794,0.0008142226,0.0016953843,0.00058353285],"domain_scores_gemma":[0.99823666,0.00034498685,0.00017403606,0.0004647184,0.000504838,0.00027476062],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003788798,0.00033654514,0.0005506291,0.0013164659,0.00011546734,0.00008055753,0.00044993777,0.00018237221,0.0019341506],"category_scores_gemma":[0.001276492,0.00025689718,0.00038775778,0.0007378004,0.00014499074,0.00033420947,0.00022627864,0.00036599996,0.00045790008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006707973,0.0010960943,0.9091311,0.000025338,0.0002886675,0.00007474667,0.00052884076,0.000025285026,0.002148485,0.00026104032,0.000114219365,0.08563539],"study_design_scores_gemma":[0.006080251,0.0002886558,0.9879236,0.000045153807,0.0001791127,0.000008803456,0.00009100512,0.0021965338,0.001541439,0.0001524534,0.0011144063,0.0003785749],"about_ca_topic_score_codex":0.00022598643,"about_ca_topic_score_gemma":0.00011996027,"teacher_disagreement_score":0.085256815,"about_ca_system_score_codex":0.00085091684,"about_ca_system_score_gemma":0.000056773362,"threshold_uncertainty_score":0.9999883},"labels":[],"label_agreement":null},{"id":"W2268871373","doi":"10.1016/j.cjca.2016.02.047","title":"Sleep Apnea and Left Atrial Phasic Function in Heart Failure With Reduced Ejection Fraction","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; Toronto Rehabilitation Institute; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; Toronto Rehabilitation Institute","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Heart failure; Central sleep apnea; Sleep apnea; Apnea; Polysomnography","score_opus":0.012953062229343037,"score_gpt":0.25649417582122347,"score_spread":0.24354111359188044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268871373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858084,0.00018934095,0.0074959756,0.0050328043,0.00067027344,0.00019128417,0.0000044394365,0.0000049873324,0.0006025522],"genre_scores_gemma":[0.9981234,0.000008406857,0.00017638643,0.000047893413,0.0016000562,9.812446e-7,0.000001803438,0.0000149979205,0.000026071744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989815,0.00018777656,0.00023471456,0.00015965261,0.00014880433,0.0002875556],"domain_scores_gemma":[0.9990205,0.00008927772,0.00009721299,0.00011679043,0.00026583212,0.00041035094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043256453,0.000097887714,0.00036974766,0.00061047054,0.0000595662,0.000012132712,0.00004001685,0.0001496413,0.00006505974],"category_scores_gemma":[0.00028672564,0.00006536742,0.00009305648,0.00014962739,0.00017737017,0.00018690372,0.00000479667,0.00034491837,0.000010314174],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018487112,0.000002720548,0.8991872,0.000015259242,0.0003341746,0.00021066058,0.000051411305,0.00008110926,0.05007822,0.000046993428,0.0013163149,0.04682721],"study_design_scores_gemma":[0.008689816,0.0029401167,0.89618397,0.0000809368,0.00023659991,0.008178136,0.0005361366,0.000036047695,0.00184681,0.00025824152,0.08083547,0.00017774395],"about_ca_topic_score_codex":0.00034002573,"about_ca_topic_score_gemma":0.0024448165,"teacher_disagreement_score":0.07951915,"about_ca_system_score_codex":0.00045723227,"about_ca_system_score_gemma":0.00032058256,"threshold_uncertainty_score":0.2665606},"labels":[],"label_agreement":null},{"id":"W2272123265","doi":"10.1152/japplphysiol.00880.2015","title":"Immediate postarousal sleep dynamics: an important determinant of sleep stability in obstructive sleep apnea","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Foothills Medical Centre; University of Calgary","funders":"","keywords":"Polysomnography; Polysomnogram; Obstructive sleep apnea; Anesthesia; Medicine; Sleep (system call); Arousal; Sleep apnea; Cardiology; Apnea; Psychology; Neuroscience","score_opus":0.020932117397118272,"score_gpt":0.29314653098173665,"score_spread":0.2722144135846184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2272123265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99793756,0.00011375224,0.00020247766,0.00013552576,0.0004791059,0.00057291053,0.00004965475,0.000013576573,0.00049545517],"genre_scores_gemma":[0.99665767,0.000013270107,0.0027746884,0.00006608426,0.00038001037,0.000016033417,0.00003934944,0.00005128876,0.000001622391],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9961735,0.00023605148,0.0016499484,0.00047785175,0.0007658939,0.00069673196],"domain_scores_gemma":[0.9963978,0.00025049003,0.0011674545,0.00064625853,0.00093664194,0.00060136506],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001310227,0.00035310374,0.0014136204,0.00052089186,0.00003943037,0.000010754485,0.00046739893,0.0002927858,0.00008178902],"category_scores_gemma":[0.00032589966,0.00028266772,0.0002251785,0.00047190074,0.00063435285,0.000236206,0.00019597514,0.0010952275,0.000009236588],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028405033,0.00229606,0.08806875,0.00027912992,0.0006549871,0.0005747663,0.0052937474,0.0005420817,0.8273543,0.0018872449,0.000015288728,0.044628598],"study_design_scores_gemma":[0.014948902,0.0062770257,0.7925809,0.000049094877,0.00031478933,0.0006133837,0.01335443,0.04680029,0.103811756,0.02058288,0.00004830201,0.00061822485],"about_ca_topic_score_codex":0.00008961028,"about_ca_topic_score_gemma":0.00009756662,"teacher_disagreement_score":0.7235426,"about_ca_system_score_codex":0.0007363799,"about_ca_system_score_gemma":0.0002465406,"threshold_uncertainty_score":0.99996257},"labels":[],"label_agreement":null},{"id":"W2273588959","doi":"10.1155/2003/868234","title":"Sleep Apnea and the Nasal Airway","year":2003,"lang":"en","type":"review","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Sleep apnea; Airway; Apnea; Sleep (system call); Obstructive sleep apnea; Anesthesia","score_opus":0.04947017503648794,"score_gpt":0.3300579927569649,"score_spread":0.280587817720477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2273588959","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019494582,0.98616683,0.000023038128,0.0003427531,0.0006499459,0.0010162502,0.000039803523,0.000010712225,0.011731171],"genre_scores_gemma":[0.00004744291,0.9956199,0.000073687006,0.0021263834,0.0012682336,0.000057227247,0.000006911775,0.00013814583,0.00066209864],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961893,0.0010733831,0.0007761192,0.00041488075,0.0006241789,0.0009221262],"domain_scores_gemma":[0.99607575,0.0002791939,0.00032715566,0.000616947,0.00030443468,0.002396508],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019920846,0.00048948213,0.0016898942,0.00097572996,0.00064027135,0.00024138221,0.00042542416,0.00046852263,0.000916442],"category_scores_gemma":[0.0006549258,0.00029428335,0.0006145989,0.00053338415,0.0008273718,0.00009145175,0.000052748663,0.003132481,0.00022088487],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024029538,0.000007611265,0.000049777496,0.0013767434,0.00044995992,0.0013046408,0.00003624494,6.882099e-8,1.8104582e-7,0.0011030867,0.0023025405,0.99334514],"study_design_scores_gemma":[0.0018011249,0.00010906736,0.000020900372,0.0009958799,0.00080539635,0.0063267224,0.000055133998,0.0000050912126,3.8418776e-7,0.000067598434,0.9895457,0.0002669708],"about_ca_topic_score_codex":0.0005408995,"about_ca_topic_score_gemma":0.0033838246,"teacher_disagreement_score":0.9930782,"about_ca_system_score_codex":0.0012191536,"about_ca_system_score_gemma":0.003867383,"threshold_uncertainty_score":0.99999684},"labels":[],"label_agreement":null},{"id":"W2276383378","doi":"10.1513/annalsats.201509-613bc","title":"Relationship between Travel Time from Home to a Regional Sleep Apnea Clinic in British Columbia, Canada, and the Severity of Obstructive Sleep","year":2016,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia Hospital; University of British Columbia; Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Polysomnography; Apnea; Population; Pediatrics; Body mass index; Apnea–hypopnea index; Univariate analysis; Hypopnea; Sleep medicine; Sleep study; Physical therapy; Emergency medicine; Internal medicine; Sleep disorder; Multivariate analysis; Insomnia; Psychiatry","score_opus":0.06187557936402894,"score_gpt":0.35075562401706,"score_spread":0.2888800446530311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276383378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988214,0.000144346,0.000113928516,0.010261722,0.000039582323,0.00060411077,0.00054979697,0.000008568687,0.000063928666],"genre_scores_gemma":[0.99765813,0.000025953455,0.00076071214,0.0010400414,0.000090302965,0.0000284363,0.0000093835415,0.000025160758,0.0003618791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974626,0.000533641,0.00053610245,0.00038205285,0.00072451436,0.00036109603],"domain_scores_gemma":[0.9953628,0.0030806786,0.00047288125,0.00056831376,0.0003350065,0.00018030622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009791827,0.00013520913,0.00074626063,0.000028686944,0.00013000636,0.000020140076,0.0003871666,0.000077479046,0.00007257248],"category_scores_gemma":[0.0011609624,0.00010959318,0.0002973594,0.00076574826,0.0022469042,0.00008336245,0.00023157414,0.00036713536,0.0000045470915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002780705,0.000038422193,0.9264943,0.000022583314,0.00025565256,0.00000230341,0.00073695264,4.4960302e-7,0.0002560662,0.000004545305,0.0013181687,0.070592456],"study_design_scores_gemma":[0.0010463325,0.0001046427,0.9943978,0.0000983418,0.00008722955,0.000009900873,0.0016926354,0.00005558515,0.00036283795,0.00197111,0.00004359847,0.00012995162],"about_ca_topic_score_codex":0.696276,"about_ca_topic_score_gemma":0.26958403,"teacher_disagreement_score":0.42669198,"about_ca_system_score_codex":0.00012996745,"about_ca_system_score_gemma":0.00021978281,"threshold_uncertainty_score":0.82788116},"labels":[],"label_agreement":null},{"id":"W2277757700","doi":"10.1007/bf03018549","title":"Children with severe OSAS who have adenotonsillectomy in the morning are less likely to have postoperative desaturation than those operated in the afternoon","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Tonsillectomy; Obstructive sleep apnea; Morning; Odds ratio; Confidence interval; Incidence (geometry); Adenoidectomy; Univariate analysis; Apnea; Anesthesia; Pediatrics; Hypopnea; Polysomnography; Internal medicine; Multivariate analysis","score_opus":0.01781554079825939,"score_gpt":0.25437193307676315,"score_spread":0.23655639227850375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2277757700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9644025,0.00052643364,0.000016236281,0.033689115,0.000049871425,0.0011000274,0.000008938396,0.000004297845,0.00020258299],"genre_scores_gemma":[0.9981015,0.000021456743,0.00025911306,0.0010051961,0.0004293226,0.00002529817,0.000011469382,0.00006405547,0.00008264251],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.9959044,0.00071033044,0.0007814979,0.00036770108,0.001103645,0.0011324369],"domain_scores_gemma":[0.99675477,0.00012426128,0.00040489525,0.00040356923,0.0009667652,0.0013457385],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002074005,0.00045477078,0.00070175476,0.0014310743,0.0006032859,0.0005952836,0.00095156644,0.00020580685,0.000029263643],"category_scores_gemma":[0.00036612127,0.0002495848,0.00016365986,0.0012407162,0.000262872,0.00058778864,0.00001322261,0.0024388796,0.0000070409096],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008313727,0.0000930394,0.4793527,0.000017441618,0.0001445237,0.4707444,0.04220611,0.004332893,0.00006685903,0.000085082305,0.00021797956,0.0019075844],"study_design_scores_gemma":[0.0019789997,0.0012575743,0.46220085,0.0005699024,0.000057593632,0.51435095,0.01906697,0.000026251324,0.00011272921,0.00003209569,0.0001311925,0.00021488061],"about_ca_topic_score_codex":0.035723504,"about_ca_topic_score_gemma":0.40228283,"teacher_disagreement_score":0.36655936,"about_ca_system_score_codex":0.002212911,"about_ca_system_score_gemma":0.003866084,"threshold_uncertainty_score":0.99999565},"labels":[],"label_agreement":null},{"id":"W2278223521","doi":"10.1152/jappl.2001.91.1.408","title":"Dynamic ventilatory response to CO<sub>2</sub>in congestive heart failure patients with and without central sleep apnea","year":2001,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Heart failure; Periodic breathing; Apnea; Medicine; Central sleep apnea; Wakefulness; Cardiology; Anesthesia; Population; Sleep apnea; Chemoreceptor; Internal medicine; Polysomnography; Electroencephalography","score_opus":0.0060043757130078725,"score_gpt":0.2583167548513753,"score_spread":0.2523123791383674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278223521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986497,0.000028914355,0.000061123756,0.000558028,0.00007461818,0.0005555936,0.0000079949,0.000009033483,0.000054975673],"genre_scores_gemma":[0.99879116,0.0000058856685,0.0007925421,0.00028315003,0.00006888952,0.000012967804,0.000007969569,0.000033326967,0.0000040847594],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99836737,0.00010860286,0.00037563633,0.0002911133,0.00036330003,0.0004939938],"domain_scores_gemma":[0.9988769,0.00012020309,0.00019546617,0.00019567773,0.00024537058,0.0003663593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030744012,0.00020384265,0.00059726124,0.00035505803,0.000052611245,0.000011191757,0.00010784262,0.00012363416,0.000025434525],"category_scores_gemma":[0.000063836385,0.000158621,0.00006090907,0.0002750249,0.00025314328,0.00007787593,0.000053418516,0.00061434426,0.000019818377],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06439374,0.00035904397,0.21180119,0.00002939005,0.00017578373,0.00005776284,0.00041481594,0.0001795924,0.7202573,0.000022068978,0.000090274945,0.0022190874],"study_design_scores_gemma":[0.0066005616,0.0016878657,0.9757229,0.000047175927,0.000052330874,0.00012496197,0.00029800084,0.00026409875,0.014499339,0.00009309365,0.00046201175,0.00014763558],"about_ca_topic_score_codex":0.0000015171787,"about_ca_topic_score_gemma":0.000008384682,"teacher_disagreement_score":0.76392174,"about_ca_system_score_codex":0.0002301282,"about_ca_system_score_gemma":0.00008579723,"threshold_uncertainty_score":0.64683765},"labels":[],"label_agreement":null},{"id":"W2278840164","doi":"10.1213/ane.0000000000000672","title":"Chronic Opioid Use and Central Sleep Apnea","year":2015,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":195,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Polysomnography; Opioid; Sleep apnea; Perioperative; Central sleep apnea; MEDLINE; Chronic pain; Obstructive sleep apnea; Anesthesia; Intensive care medicine; Apnea; Internal medicine; Physical therapy","score_opus":0.05388739655012328,"score_gpt":0.3342061678533767,"score_spread":0.28031877130325344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278840164","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005244533,0.9970143,0.000029561746,0.00026356685,0.00006631673,0.0016960496,0.000011348691,0.00012226093,0.00027214474],"genre_scores_gemma":[0.00035968985,0.9967953,0.00033953448,0.00010321927,0.0010210371,0.000113252114,0.00032681678,0.00020903123,0.0007321416],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958265,0.00036975392,0.000731538,0.0009968803,0.0009305472,0.0011448109],"domain_scores_gemma":[0.9971305,0.0002027455,0.00029484526,0.0010705835,0.00029824302,0.0010030975],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003897048,0.0008231077,0.0027539982,0.0005305904,0.00012226168,0.00018098581,0.00038336145,0.0006467623,0.00022135879],"category_scores_gemma":[0.00013614297,0.0006513879,0.0005803009,0.00072148856,0.0003946286,0.0002616497,0.00012746274,0.0010646577,0.00038113957],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003060592,0.00007044725,0.00087348575,0.010740404,0.0005009787,0.0026055735,0.000057052428,1.5806978e-7,0.0000015037939,0.0003874264,0.00081269926,0.9839197],"study_design_scores_gemma":[0.0007125901,0.0004099404,0.002503698,0.0023269358,0.0022294591,0.006195711,0.000021475276,0.000092763905,0.000002586266,0.000025391064,0.9849181,0.00056131365],"about_ca_topic_score_codex":0.00009973875,"about_ca_topic_score_gemma":0.000009690818,"teacher_disagreement_score":0.9841054,"about_ca_system_score_codex":0.00086955447,"about_ca_system_score_gemma":0.00069453364,"threshold_uncertainty_score":0.99959373},"labels":[],"label_agreement":null},{"id":"W2278897566","doi":"10.1155/2010/438676","title":"The Epworth Sleepiness Scale: Self‐Administration Versus Administration by the Physician, and Validation of a French Version","year":2010,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôtel-Dieu de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Fondation du CHUM","keywords":"Medicine; Epworth Sleepiness Scale; Administration (probate law); Scale (ratio); Family medicine; Internal medicine; Law","score_opus":0.017500189089718416,"score_gpt":0.2895831075822586,"score_spread":0.2720829184925402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278897566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949451,0.00020152392,0.00003306152,0.0022987684,0.0005906535,0.0003074482,0.000034349432,0.000008408813,0.0015807068],"genre_scores_gemma":[0.99923116,0.000014867968,0.00006318401,0.00019680322,0.0004018764,0.0000074906284,0.000017517967,0.000015335308,0.000051744766],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99860716,0.00014464477,0.0003034755,0.00016686288,0.000482924,0.00029493362],"domain_scores_gemma":[0.9984269,0.00016673846,0.00019959478,0.00028951664,0.00045627062,0.00046095558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007831935,0.00012491859,0.00013623793,0.00012174263,0.0006912392,0.00014377305,0.00018100064,0.000114296105,0.00006724195],"category_scores_gemma":[0.00027377772,0.000083316845,0.00005856053,0.00026171096,0.0002881928,0.00019055804,0.000016178927,0.00071439164,0.000010335879],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031389375,0.00047725422,0.2128389,0.0002098856,0.0009431921,0.0003181871,0.0016777691,0.000009587695,0.3703267,0.0033033858,0.03541013,0.3713461],"study_design_scores_gemma":[0.008781856,0.0039826087,0.4742746,0.000104576284,0.00047867722,0.00075309665,0.0020961834,0.00076006923,0.22841462,0.00037429415,0.27940464,0.00057475665],"about_ca_topic_score_codex":0.00042630458,"about_ca_topic_score_gemma":0.019947268,"teacher_disagreement_score":0.37077132,"about_ca_system_score_codex":0.00017487614,"about_ca_system_score_gemma":0.0011116872,"threshold_uncertainty_score":0.9979361},"labels":[],"label_agreement":null},{"id":"W2280042838","doi":"","title":"Quality of Life and Subjective Outcomes Following Maxillomandibular Advancement Surgery for the Treatment of Obstructive Sleep Apnea","year":2015,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Obstructive sleep apnea; Sleep apnea; Orthognathic surgery; Physical therapy; Attractiveness; Excessive daytime sleepiness; Surgery; Sleep disorder; Anesthesia; Insomnia; Psychology; Psychiatry","score_opus":0.1592571236950096,"score_gpt":0.37809489724818596,"score_spread":0.21883777355317635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2280042838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99395734,0.0009866841,0.0030129175,0.00024502378,0.00028059786,0.0013615824,0.00008877714,0.000033555498,0.000033546024],"genre_scores_gemma":[0.9991513,0.000068914655,0.00021919019,0.00003596538,0.000035908655,0.000012294062,0.000022596007,0.0000365968,0.00041725443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758846,0.00029988275,0.0004939291,0.0005008773,0.0006946568,0.0004222137],"domain_scores_gemma":[0.99683434,0.0012531958,0.0003881874,0.0006022137,0.0005461796,0.00037587702],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00074392563,0.00032235234,0.0009998258,0.00041761325,0.00014593087,0.000032818345,0.00023612665,0.00013836757,0.0000050512417],"category_scores_gemma":[0.0005184603,0.00025027874,0.0004613619,0.00039379878,0.00033754617,0.00055844785,0.0001493549,0.00017706511,0.0000033341694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017196268,0.00036918168,0.9894877,0.00014150805,0.0013956722,0.000042763357,0.0011966068,0.000011804092,0.000722462,0.00009457967,5.976241e-8,0.004818012],"study_design_scores_gemma":[0.0057257893,0.0008675033,0.9836118,0.000043518892,0.00037191898,0.000006042825,0.003762161,0.000002940513,0.0049747494,0.00010843787,0.00031154352,0.00021356797],"about_ca_topic_score_codex":0.000031345837,"about_ca_topic_score_gemma":0.00022253585,"teacher_disagreement_score":0.005875897,"about_ca_system_score_codex":0.00047615552,"about_ca_system_score_gemma":0.00014940753,"threshold_uncertainty_score":0.99999493},"labels":[],"label_agreement":null},{"id":"W2281989231","doi":"10.5665/sleep.5434","title":"Obstructive Sleep Apnea and 15-Year Cognitive Decline: The Atherosclerosis Risk in Communities (ARIC) Study","year":2016,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Polysomnography; Cognitive decline; Cognition; Obstructive sleep apnea; Medicine; Neurocognitive; Digit symbol substitution test; Effects of sleep deprivation on cognitive performance; Montreal Cognitive Assessment; Cognitive test; Audiology; Verbal fluency test; Physical therapy; Psychology; Neuropsychology; Apnea; Internal medicine; Psychiatry; Dementia","score_opus":0.02654634841338971,"score_gpt":0.29524380630075336,"score_spread":0.26869745788736366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281989231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954608,0.00022164732,0.00046425976,0.0005777408,0.00012521083,0.0016149308,0.00010078587,0.000061223014,0.0013733719],"genre_scores_gemma":[0.999084,0.00010020833,0.00014806713,0.00014098085,0.00012133523,0.00019221488,0.0000073885376,0.000057678157,0.00014812176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972937,0.00075094815,0.00038834807,0.00039583657,0.0006285438,0.0005425862],"domain_scores_gemma":[0.99737704,0.0013647329,0.00014332405,0.0006173344,0.00032536325,0.00017218218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067516504,0.00029682752,0.0004458856,0.00023678494,0.0003060372,0.000059650163,0.00030870052,0.00011853707,0.00029949122],"category_scores_gemma":[0.00075155793,0.00016924084,0.00009211314,0.0004506221,0.00088531215,0.0002013997,0.0005712592,0.0006586966,0.00013019935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055396213,0.000445985,0.9336374,0.000014044563,0.00026690404,0.000012698714,0.006209384,8.296369e-7,0.00055025576,0.00012331318,0.000010635627,0.058174584],"study_design_scores_gemma":[0.007465332,0.00076887145,0.92832863,0.00007021116,0.0002005,0.000014301733,0.061294436,0.00018759999,0.0006267396,0.00077047443,0.00006728635,0.00020561446],"about_ca_topic_score_codex":0.0010283644,"about_ca_topic_score_gemma":0.0013155177,"teacher_disagreement_score":0.05796897,"about_ca_system_score_codex":0.00015594026,"about_ca_system_score_gemma":0.000020972824,"threshold_uncertainty_score":0.6901441},"labels":[],"label_agreement":null},{"id":"W2282321237","doi":"10.71781/3284","title":"Sleep-disordered breathing in the child and adolescent orthodontic patient","year":2008,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sleep disordered breathing; Breathing; Medicine; Sleep (system call); Psychology; Anesthesia; Obstructive sleep apnea; Computer science","score_opus":0.033043927332065515,"score_gpt":0.33442644843625313,"score_spread":0.3013825211041876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282321237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92646396,0.0013175664,0.0000035197604,0.00048818593,0.0001401771,0.0024893794,0.000015468206,0.000001382698,0.06908038],"genre_scores_gemma":[0.99680233,0.00019349987,0.00083446346,0.00013225722,0.0000657209,0.00008422395,0.00065377104,0.00004452678,0.0011892081],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981303,0.00017509713,0.0003490909,0.000489697,0.00054909126,0.00030672195],"domain_scores_gemma":[0.999199,0.00006319241,0.00013399092,0.0004119956,0.000098233264,0.000093637995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031351863,0.0002436817,0.00041481204,0.00019777149,0.00016198667,0.00011435747,0.00031997,0.00019103209,0.00037903842],"category_scores_gemma":[0.00017769473,0.00017464036,0.00006750826,0.00025414614,0.00005771947,0.00009899642,0.000103403356,0.0008375031,0.000065532025],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076899136,0.0005562841,0.015012875,0.00024293586,0.00010695186,0.00051049545,0.021458354,0.0000020058615,0.00020247778,0.000006279541,0.00017567482,0.9609567],"study_design_scores_gemma":[0.0071902517,0.00092664507,0.8963273,0.0028036595,0.00041116276,0.001087066,0.052376673,0.0005665479,0.0027947344,0.00003491899,0.03459036,0.00089067844],"about_ca_topic_score_codex":0.00015474866,"about_ca_topic_score_gemma":0.00062543614,"teacher_disagreement_score":0.960066,"about_ca_system_score_codex":0.00008856519,"about_ca_system_score_gemma":0.00006475734,"threshold_uncertainty_score":0.71216273},"labels":[],"label_agreement":null},{"id":"W2282460751","doi":"10.1136/thoraxjnl-2015-207403","title":"Distinct severity stages of obstructive sleep apnoea are correlated with unique dyslipidaemia: large-scale observational study","year":2016,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Sickkids Research Institute; Hospital for Sick Children; University of Toronto","keywords":"Medicine; Body mass index; Internal medicine; Logistic regression; Obstructive sleep apnea; Polysomnography; Risk factor; Apnea","score_opus":0.03787468011594587,"score_gpt":0.31724920350399277,"score_spread":0.2793745233880469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282460751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934855,0.000032131848,0.0033159235,0.0004970494,0.000119878845,0.0011844465,0.00026680142,0.000094992945,0.0010032429],"genre_scores_gemma":[0.9973629,0.0000024078636,0.0015492745,0.000026677526,0.00009886607,0.00006233621,0.00003863879,0.000046989047,0.00081191404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975953,0.00025099082,0.00038331377,0.0004879433,0.000847563,0.00043489],"domain_scores_gemma":[0.9977547,0.0003398379,0.00025239418,0.00057235797,0.000874388,0.0002063018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049262773,0.0002538393,0.00053899345,0.00014508708,0.000118081545,0.000012131381,0.00020221533,0.00013841533,0.00043760252],"category_scores_gemma":[0.00039949353,0.00015871036,0.00007269625,0.00055648433,0.00031585444,0.00021462422,0.00016753985,0.00039022704,0.00003224497],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013429547,0.000741711,0.98718554,0.00007903339,0.0003124825,0.00008971504,0.00075873226,0.0000029662417,0.005278791,0.00022675181,0.000041285577,0.003940036],"study_design_scores_gemma":[0.003989982,0.00076282676,0.98601526,0.00015131482,0.00014395727,0.00002824297,0.0027525485,0.00017693466,0.0054861135,0.00017172091,0.000121713085,0.00019941309],"about_ca_topic_score_codex":0.00005679484,"about_ca_topic_score_gemma":0.00023768998,"teacher_disagreement_score":0.0038773632,"about_ca_system_score_codex":0.00027037354,"about_ca_system_score_gemma":0.0000998827,"threshold_uncertainty_score":0.6472021},"labels":[],"label_agreement":null},{"id":"W2284181202","doi":"10.1007/s00405-016-3944-2","title":"The SLEEP GOAL as a success criteria in obstructive sleep apnea therapy","year":2016,"lang":"en","type":"editorial","venue":"European Archives of Oto-Rhino-Laryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Obstructive sleep apnea; Sleep (system call); Sleep apnea; Medicine; Physical medicine and rehabilitation; Intensive care medicine; Cardiology; Computer science","score_opus":0.010841128556449154,"score_gpt":0.304893061335275,"score_spread":0.29405193277882585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284181202","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19285427,0.0054973965,0.0008115469,0.002253886,0.6046176,0.0059551112,0.0015643146,0.00035463594,0.18609123],"genre_scores_gemma":[0.3033957,0.003937368,0.001930997,0.00041267741,0.6810277,0.00047391184,0.0014336461,0.0013169596,0.0060710213],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9884307,0.0045250016,0.0017313558,0.0018811077,0.0015905203,0.0018413182],"domain_scores_gemma":[0.9874534,0.008240138,0.00093575334,0.0023473657,0.00047947245,0.0005438773],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001598754,0.0011931191,0.0020541488,0.0011710457,0.00035332053,0.00011769428,0.0027991056,0.00060305034,0.0005937216],"category_scores_gemma":[0.005020592,0.0008098156,0.0007324247,0.00049799663,0.0028817547,0.00025215215,0.0015686969,0.0033649607,0.0005943932],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05695897,0.002746591,0.023246935,0.001763431,0.008270769,0.010971221,0.013703202,0.000010790228,0.14891857,0.0044013066,0.24402462,0.4849836],"study_design_scores_gemma":[0.014371893,0.0041711368,0.101593524,0.0006267414,0.0002734591,0.0002975337,0.00039906497,0.00025525378,0.004887706,0.0025312328,0.86907375,0.0015187323],"about_ca_topic_score_codex":0.00027456804,"about_ca_topic_score_gemma":0.00007560704,"teacher_disagreement_score":0.6250491,"about_ca_system_score_codex":0.00022262658,"about_ca_system_score_gemma":0.0003390125,"threshold_uncertainty_score":0.99983186},"labels":[],"label_agreement":null},{"id":"W2289633242","doi":"10.1136/thoraxjnl-2015-207490","title":"Sleep-disordered breathing and daytime postural stability","year":2016,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Daytime; Sleep (system call); Sleep disordered breathing; Breathing; Physical medicine and rehabilitation; Sleep and breathing; Physical therapy; Audiology; Cardiology; Anesthesia; Obstructive sleep apnea","score_opus":0.02747001907909271,"score_gpt":0.30531964791096783,"score_spread":0.27784962883187514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289633242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99047863,0.00025285655,0.00039661146,0.004197991,0.00006525462,0.00033168716,0.000017717772,0.00008006454,0.004179201],"genre_scores_gemma":[0.9983659,0.000010875346,0.0010505784,0.00006451696,0.00008352471,0.000008536874,0.000004271897,0.000019101606,0.00039274446],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988847,0.000082199374,0.00014810928,0.00029708614,0.00028417108,0.00030378427],"domain_scores_gemma":[0.9991533,0.00016170398,0.00002865024,0.00034833638,0.00012124462,0.00018672037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003360156,0.000116335934,0.00020585005,0.000063027815,0.000071768125,0.000017639899,0.00007483786,0.00006339698,0.0005706711],"category_scores_gemma":[0.00038253382,0.00007031585,0.000041900872,0.00011288178,0.0002163252,0.00014219046,0.00012808156,0.00013710506,0.000117328214],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005376273,0.00010557937,0.21059422,0.00008685981,0.000088979,0.000057540365,0.0006630361,2.3976673e-8,0.46075568,0.0004865789,0.000066020715,0.32655787],"study_design_scores_gemma":[0.003850988,0.00047463886,0.95648146,0.00007186775,0.00007696085,0.00020745411,0.00051607064,0.00035065,0.034776773,0.001790079,0.001133965,0.0002690829],"about_ca_topic_score_codex":0.000053297324,"about_ca_topic_score_gemma":0.0000076211895,"teacher_disagreement_score":0.7458873,"about_ca_system_score_codex":0.00009507751,"about_ca_system_score_gemma":0.000018263945,"threshold_uncertainty_score":0.62484485},"labels":[],"label_agreement":null},{"id":"W2291453461","doi":"10.14740/jocmr2409w","title":"Effects of Obstructive Sleep Apnea Hypopnea Syndrome on Blood Pressure and C-Reactive Protein in Male Hypertension Patients","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Blood pressure; Obstructive sleep apnea; Hypopnea; Internal medicine; Triglyceride; Ambulatory blood pressure; C-reactive protein; Sleep apnea; Gastroenterology; Endocrinology; Polysomnography; Cholesterol; Apnea; Inflammation","score_opus":0.06080724637653165,"score_gpt":0.4019667406584999,"score_spread":0.34115949428196823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291453461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992814,0.0009707675,0.000017499211,0.0035260797,0.00028360702,0.0016393063,0.0000066201824,0.0000060390157,0.00073606864],"genre_scores_gemma":[0.9987463,0.00015269747,0.00032656136,0.00005148784,0.0004430553,0.000026157459,0.0000010244013,0.000042063097,0.00021069744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99199003,0.0017579433,0.0018899527,0.0005252312,0.0031800675,0.0006567923],"domain_scores_gemma":[0.9842934,0.011133484,0.0007030902,0.00044029817,0.0026656021,0.00076411024],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0061842576,0.00025767426,0.0016762085,0.001181717,0.00006317863,0.000007977096,0.0003413428,0.00035325123,0.000110383466],"category_scores_gemma":[0.039952625,0.00013697267,0.00020195256,0.00072299957,0.0016817146,0.00023527499,0.00023329104,0.002279587,0.0000137301395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017035304,0.0057270466,0.5420165,0.0014306392,0.0018236303,0.004982187,0.00031766912,5.486141e-7,0.1551906,0.00021408121,0.0001909081,0.27107087],"study_design_scores_gemma":[0.030020481,0.032689776,0.89758146,0.0044055968,0.00046960064,0.00072095526,0.00020609109,0.00004767526,0.032669734,0.0008237178,0.00021926007,0.00014567972],"about_ca_topic_score_codex":0.000042552434,"about_ca_topic_score_gemma":0.000002308271,"teacher_disagreement_score":0.35556492,"about_ca_system_score_codex":0.000080611855,"about_ca_system_score_gemma":0.00017115296,"threshold_uncertainty_score":0.99037987},"labels":[],"label_agreement":null},{"id":"W2291630205","doi":"10.15386/cjmed-593","title":"Obstructive Sleep Apnea Syndrome and the Quality of Life","year":2016,"lang":"en","type":"article","venue":"Medicine and Pharmacy Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Social Fund","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Quality of life (healthcare); Apnea; Sleep apnea; Physical therapy; Apnea–hypopnea index; Internal medicine; Anesthesia; Polysomnography","score_opus":0.059193821778977064,"score_gpt":0.380928590921184,"score_spread":0.3217347691422069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291630205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97863156,0.0029639525,0.00022182002,0.013615275,0.00024826053,0.00059890654,0.0000054372617,0.000025016285,0.0036897492],"genre_scores_gemma":[0.9986071,0.0002980858,0.00006454181,0.0004890892,0.00018988086,0.000026666787,0.0000030777248,0.000017080029,0.0003044984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978557,0.0002054224,0.0007186445,0.0003566667,0.0006185569,0.00024496502],"domain_scores_gemma":[0.9978849,0.0008078179,0.00033501067,0.00039395495,0.00024903644,0.00032923854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017833865,0.00017005124,0.00067718915,0.00011363077,0.00008066116,0.0000048616757,0.00005797458,0.000038949136,0.0004162312],"category_scores_gemma":[0.0023338313,0.00007447899,0.00006452352,0.00018605182,0.0018521253,0.00009935122,0.000107954795,0.00019296531,0.0000021802225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023903428,0.00008867278,0.8196814,0.000505566,0.00068885164,0.001030191,0.0016978463,7.054273e-8,0.041114256,0.0013332817,0.0005376371,0.1309319],"study_design_scores_gemma":[0.03179208,0.0005146657,0.9313207,0.0003172631,0.00061264547,0.010664398,0.0012899423,0.000096122436,0.008063914,0.0049482975,0.010047475,0.00033249956],"about_ca_topic_score_codex":0.0005166317,"about_ca_topic_score_gemma":0.0000047656617,"teacher_disagreement_score":0.13059941,"about_ca_system_score_codex":0.000023379067,"about_ca_system_score_gemma":0.000041697524,"threshold_uncertainty_score":0.68242323},"labels":[],"label_agreement":null},{"id":"W2292956782","doi":"10.1155/2010/874312","title":"Postal Code Diagnosis and Treatment of Sleep Apnea","year":2010,"lang":"en","type":"letter","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"British Columbia Lung Association","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Sleep apnea; Pediatrics; Positive airway pressure; Apnea; Emergency medicine; General surgery; Internal medicine","score_opus":0.03746456156230672,"score_gpt":0.29419539113286947,"score_spread":0.25673082957056276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292956782","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5190767,0.0074895304,0.00001135631,0.4651298,0.0016732054,0.0014553827,0.0015881221,0.000027835244,0.0035480843],"genre_scores_gemma":[0.16909093,0.0006917052,0.0007511812,0.8011431,0.025509687,0.00021868167,0.00025572663,0.00057715125,0.0017618105],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973622,0.00017306907,0.00053994387,0.00041845706,0.00065359374,0.0008527521],"domain_scores_gemma":[0.9969787,0.00016699653,0.00027574573,0.0005409389,0.00049183914,0.0015457876],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00025543824,0.0004110967,0.00078094105,0.0013080413,0.00023930837,0.00009212519,0.0002219616,0.0014854936,0.0013741793],"category_scores_gemma":[0.00022399306,0.0003507426,0.0002749814,0.00019325071,0.00047877256,0.00008582658,0.000027250344,0.0041910284,0.000037646398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001429378,0.00012265112,0.173831,0.0002738801,0.0014070001,0.03893841,0.00039378318,5.0656143e-7,0.0016980531,0.000020151472,0.5127468,0.2704248],"study_design_scores_gemma":[0.0017097836,0.001418469,0.014688463,0.00007129629,0.000281713,0.0018419776,0.00005106121,0.00000909823,0.0010856971,0.000023619372,0.9785469,0.00027193187],"about_ca_topic_score_codex":0.0050564506,"about_ca_topic_score_gemma":0.031139813,"teacher_disagreement_score":0.46580008,"about_ca_system_score_codex":0.0012089557,"about_ca_system_score_gemma":0.0014971927,"threshold_uncertainty_score":0.99989444},"labels":[],"label_agreement":null},{"id":"W2293875437","doi":"10.1109/embc.2015.7318835","title":"Upper airway resistance changes from inspiration to expiration during wakefulness is a predictor of sleep apnea: A pilot study","year":2015,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Expiration; Obstructive sleep apnea; Polysomnography; Medicine; Airway; Apnea; Sleep apnea; Supine position; Breathing; Wakefulness; Ventilation (architecture); Airway resistance; Airflow; Anesthesia; Cardiology; Respiratory system; Internal medicine; Physics; Electroencephalography","score_opus":0.05955925678445944,"score_gpt":0.30847715556689753,"score_spread":0.24891789878243809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2293875437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99214023,0.000082299666,0.0020516932,0.0016925605,0.00016444497,0.0017883787,0.000038017355,0.00008794661,0.0019544428],"genre_scores_gemma":[0.9969251,7.0133484e-7,0.0010565117,0.00018610156,0.00031089477,0.00027332167,0.000020301519,0.000034277888,0.0011927568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977961,0.00011865273,0.0003525396,0.0004657397,0.0009890165,0.00027795974],"domain_scores_gemma":[0.99837077,0.00005100423,0.00009601999,0.00054662523,0.0006392867,0.00029628378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003265392,0.00018177736,0.00034977758,0.00027827697,0.00006621202,0.000027565793,0.00014822253,0.00005375264,0.00031357148],"category_scores_gemma":[0.0003594378,0.0001544086,0.000031434454,0.00048473405,0.000050778035,0.00020542233,0.00012708297,0.00015260992,0.00007506168],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010977924,0.004651653,0.54613245,0.00034994684,0.00061856105,0.000069199894,0.034557108,0.000030997613,0.39042166,0.00025730304,0.0011421858,0.0107910065],"study_design_scores_gemma":[0.008802565,0.008058735,0.5320549,0.00009222836,0.00013193351,0.0000023909188,0.008656267,0.000775898,0.44056314,0.00010364329,0.0004536493,0.0003046312],"about_ca_topic_score_codex":0.00038258545,"about_ca_topic_score_gemma":0.0017337665,"teacher_disagreement_score":0.050141465,"about_ca_system_score_codex":0.0002259823,"about_ca_system_score_gemma":0.000045428584,"threshold_uncertainty_score":0.62966},"labels":[],"label_agreement":null},{"id":"W2295074623","doi":"10.1164/rccm.201511-2172oc","title":"Desipramine Increases Genioglossus Activity and Reduces Upper Airway Collapsibility during Non-REM Sleep in Healthy Subjects","year":2016,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Menzies Foundation; National Health and Medical Research Council; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; National Center for Research Resources; American Heart Association","keywords":"Medicine; Genioglossus; Anesthesia; Airway; Sleep (system call); Desipramine; Obstructive sleep apnea; Dexmedetomidine; Internal medicine; Sedation; Antidepressant","score_opus":0.019705206346010067,"score_gpt":0.33888559633005333,"score_spread":0.31918038998404324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295074623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99099374,0.004139288,0.000075894495,0.004296091,0.000106531465,0.00025176915,0.0000104147275,0.0000108328795,0.0001154639],"genre_scores_gemma":[0.99860805,0.00017254354,0.00024167914,0.0004828416,0.00045873877,0.000007591409,3.7913574e-7,0.000023494502,0.0000046578557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973623,0.00047985915,0.00057921006,0.0003999289,0.00068905053,0.0004896443],"domain_scores_gemma":[0.9966668,0.0013148289,0.0001774673,0.00024961983,0.00069002423,0.00090129836],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009941278,0.00023849383,0.0009054665,0.00043656208,0.00012152207,0.000013425899,0.0001094381,0.00007886392,0.00007174039],"category_scores_gemma":[0.0044244872,0.00014627822,0.000072532595,0.00045659754,0.0029707279,0.00023585546,0.00008448665,0.0004910652,0.0000011832525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008734366,0.00021521316,0.5594792,0.00041294593,0.000059001875,0.00091715617,0.0005923365,1.16028644e-7,0.22271968,0.000038666974,0.000009731118,0.20682164],"study_design_scores_gemma":[0.0064099263,0.015752336,0.9396095,0.0006329069,0.00012740499,0.0007319219,0.005356227,0.0000049926375,0.031058842,0.00003989223,0.000094608105,0.00018139923],"about_ca_topic_score_codex":0.0001529736,"about_ca_topic_score_gemma":0.000032546377,"teacher_disagreement_score":0.38013038,"about_ca_system_score_codex":0.00029024013,"about_ca_system_score_gemma":0.00019465423,"threshold_uncertainty_score":0.9997426},"labels":[],"label_agreement":null},{"id":"W2295782659","doi":"10.1109/embc.2015.7320174","title":"Pulse oximetry recorded from the Phone Oximeter for detection of obstructive sleep apnea events with and without oxygen desaturation in children","year":2015,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; University of British Columbia","keywords":"Pulse oximetry; Apnea; Obstructive sleep apnea; Medicine; Pulse (music); Sleep apnea; Cardiology; Anesthesia; Computer science; Telecommunications","score_opus":0.020086415062340435,"score_gpt":0.2761560854799695,"score_spread":0.25606967041762907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295782659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98214453,0.00012059799,0.015698938,0.00015961193,0.000073696094,0.001616303,0.000026162084,0.000021016793,0.0001391304],"genre_scores_gemma":[0.98873067,0.0000024930525,0.010913612,0.000046312452,0.00010104667,0.000080396465,0.00005336115,0.000028734341,0.000043388576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871707,0.000108565575,0.00025625236,0.00033053893,0.00036611874,0.00022143919],"domain_scores_gemma":[0.9990425,0.00013458556,0.000116059164,0.0002780629,0.00030964953,0.00011914896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033570977,0.00015871976,0.0002875048,0.00014758893,0.000047134028,0.000014672581,0.00008984617,0.00010259837,0.000025933929],"category_scores_gemma":[0.0003457087,0.00009688969,0.00004016632,0.0003470238,0.00012002549,0.00019945174,0.000051459276,0.00021159813,0.0000044232856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037435212,0.00009882317,0.8378852,0.000013685456,0.00034237857,5.8276424e-7,0.0005836396,0.000004472805,0.06644548,0.000010230094,0.00000497564,0.09086699],"study_design_scores_gemma":[0.006266758,0.00054829236,0.85894775,0.000017993134,0.00011344077,0.000031850548,0.0008257169,0.0038449315,0.12877017,0.0005142541,0.000005393877,0.00011345184],"about_ca_topic_score_codex":0.0012972985,"about_ca_topic_score_gemma":0.00044657034,"teacher_disagreement_score":0.09075354,"about_ca_system_score_codex":0.00012728763,"about_ca_system_score_gemma":0.000024879653,"threshold_uncertainty_score":0.3951047},"labels":[],"label_agreement":null},{"id":"W2295990067","doi":"10.1093/sleep/34.2.153","title":"Peripheral Blood Leukocyte Gene Expression Patterns and Metabolic Parameters in Habitually Snoring and Non-Snoring Children with Normal Polysomnographic Findings","year":2011,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Cohort; Glucose homeostasis; Transcriptome; Medicine; Polysomnography; Internal medicine; Biology; Gene; Insulin resistance; Gene expression; Endocrinology; Bioinformatics; Insulin; Genetics; Apnea","score_opus":0.014143963793832138,"score_gpt":0.23081543573341592,"score_spread":0.21667147193958378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295990067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982926,0.0006563172,0.00026413225,0.000024651546,0.0000504641,0.00053757534,0.0000066812395,0.00004001939,0.000127548],"genre_scores_gemma":[0.9936013,0.00014199855,0.0060303677,0.00004118893,0.00006397664,0.000050137496,0.000010318408,0.000048130718,0.000012575657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818057,0.00005514108,0.00026079133,0.00053515995,0.00038033113,0.00058799563],"domain_scores_gemma":[0.99927336,0.000022573313,0.000063757776,0.00030377947,0.00004826859,0.00028828412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022085095,0.00027520442,0.00039393248,0.00044898377,0.00012044767,0.00004794436,0.00012592028,0.00010290402,0.000034901892],"category_scores_gemma":[0.00002579208,0.00022547567,0.000055007644,0.00030096617,0.00019617351,0.00032243313,0.00019239784,0.0004380464,0.0000018821544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031241047,0.0001125247,0.9506063,0.000043548156,0.00017816783,0.00008644492,0.002288306,0.000004132365,0.04157849,0.000013094818,2.0482811e-7,0.0047763744],"study_design_scores_gemma":[0.0037196758,0.0003621962,0.78982747,0.00009587525,0.00013615841,0.0001908614,0.0002657777,0.00011312936,0.20507956,0.000007336416,0.0000011570821,0.0002008007],"about_ca_topic_score_codex":0.0008928649,"about_ca_topic_score_gemma":0.00019328424,"teacher_disagreement_score":0.16350107,"about_ca_system_score_codex":0.000029862324,"about_ca_system_score_gemma":0.000016951088,"threshold_uncertainty_score":0.91946304},"labels":[],"label_agreement":null},{"id":"W229601144","doi":"10.1093/sleep/31.11.1551","title":"Effects of Continuous Positive Airway Pressure on Quality of Life in Patients With Moderate to Severe Obstructive Sleep Apnea: Data From a Randomized Controlled Trial","year":2008,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Continuous positive airway pressure; Medicine; Obstructive sleep apnea; Quality of life (healthcare); Apnea; Randomized controlled trial; Physical therapy; Placebo; Sleep apnea; Polysomnography; Anesthesia; Internal medicine","score_opus":0.01640610675635905,"score_gpt":0.2810286445026711,"score_spread":0.26462253774631206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W229601144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980804,0.0002280747,0.00079325365,0.000101469166,0.00024956668,0.016413629,0.0006800737,0.000026717882,0.0007031759],"genre_scores_gemma":[0.9982896,0.000004321819,0.0007173358,0.00010159591,0.0001109545,0.00039710235,0.00027133795,0.000049375503,0.000058404323],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99417603,0.0018304656,0.0012772437,0.0008268707,0.0014340999,0.0004552699],"domain_scores_gemma":[0.9936725,0.0034110318,0.0007049135,0.0010466869,0.00085525145,0.0003096502],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00095951505,0.00040885506,0.004145348,0.00032466065,0.00006582567,0.000011112443,0.0004246499,0.00019921821,0.00007410826],"category_scores_gemma":[0.0069294865,0.0002864772,0.0002752063,0.00040076862,0.00042562408,0.00019703935,0.00026554364,0.00047066843,0.000011754228],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96594954,0.0020660781,0.025754701,0.00014336639,0.0029261832,0.000030814055,0.0014484009,0.00024291051,0.00053581194,0.000073407246,0.000019149757,0.0008096341],"study_design_scores_gemma":[0.8562428,0.0021766447,0.13491996,0.00015036,0.00061949005,7.653427e-7,0.00009748303,0.0028383932,0.0026688052,0.000047378788,0.0000014683254,0.00023646929],"about_ca_topic_score_codex":0.00089387543,"about_ca_topic_score_gemma":0.000045960023,"teacher_disagreement_score":0.10970675,"about_ca_system_score_codex":0.00009493283,"about_ca_system_score_gemma":0.000112925314,"threshold_uncertainty_score":0.99995875},"labels":[],"label_agreement":null},{"id":"W2298027446","doi":"10.14740/jocmr2523w","title":"Antibiotics for Post-Tonsillectomy Morbidity: Comparative Analysis of a Single Institutional Experience","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Nausea; Vomiting; Tonsillectomy; Incidence (geometry); Abdominal pain; Antibiotics; Analgesic; Anesthesia; Surgery","score_opus":0.44442420125548426,"score_gpt":0.5903006080270558,"score_spread":0.1458764067715715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298027446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797125,0.00036686717,0.0056771147,0.011764094,0.00035181217,0.0005027432,0.000032915526,0.000005909523,0.0015860511],"genre_scores_gemma":[0.9957567,0.00020805172,0.002754137,0.00009458281,0.0009720821,0.0000024316273,0.0000055356904,0.000011184122,0.00019531799],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99356246,0.0006804793,0.0021616754,0.00032367872,0.0027761513,0.00049555633],"domain_scores_gemma":[0.9768805,0.012263372,0.0006645004,0.00041737812,0.009120775,0.00065345474],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00845064,0.00015104776,0.0017733322,0.0018649143,0.000118268654,0.000009754143,0.00040780773,0.00017580655,0.0005193584],"category_scores_gemma":[0.040903673,0.00007941423,0.00060291484,0.0022405796,0.0036948523,0.00018491536,0.00012850093,0.00079408527,0.00000778155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015342324,0.0038992958,0.49119762,0.0003036244,0.008436083,0.00038845124,0.0023239423,0.0000185477,0.40828753,0.0034769196,0.0031886515,0.063137025],"study_design_scores_gemma":[0.023404451,0.033610173,0.82353777,0.0018937922,0.0024431788,0.00027600606,0.0053273146,0.002088437,0.090285696,0.0006665715,0.01617748,0.0002891606],"about_ca_topic_score_codex":0.000040676037,"about_ca_topic_score_gemma":0.000022769034,"teacher_disagreement_score":0.33234012,"about_ca_system_score_codex":0.00021224143,"about_ca_system_score_gemma":0.0007690959,"threshold_uncertainty_score":0.9990165},"labels":[],"label_agreement":null},{"id":"W2298098245","doi":"10.1155/2010/420275","title":"Wait Times for Sleep Apnea Care in Ontario: A Multidisciplinary Assessment","year":2010,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Multidisciplinary approach; Positive airway pressure; Emergency medicine; Cross-sectional study; Health care; Sleep apnea; Patient satisfaction; Pediatrics; Family medicine; Internal medicine; Surgery","score_opus":0.024302332723214415,"score_gpt":0.320642711467714,"score_spread":0.2963403787444996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298098245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988557,0.00019485393,0.0000852261,0.0006827581,0.0007826918,0.0008170097,0.000039158247,0.000012949068,0.008828401],"genre_scores_gemma":[0.99567366,5.540032e-7,0.002902252,0.0004687998,0.00042269632,0.00007138856,0.000016649641,0.000049629365,0.00039438243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980219,0.00007074371,0.000396266,0.000316983,0.0003975911,0.000796534],"domain_scores_gemma":[0.9974416,0.00007650927,0.00009095646,0.00035717947,0.00047557845,0.0015581634],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006315282,0.00020361571,0.00031830295,0.00084242976,0.00036081803,0.00009106027,0.000254634,0.00021575272,0.0017464664],"category_scores_gemma":[0.00017450584,0.00019039221,0.00016537502,0.00019646563,0.00013227531,0.00016448225,0.000042347237,0.0021019855,0.00003226816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022064346,0.000076885684,0.9422256,0.00006576289,0.00010116456,0.0017028245,0.0015070311,0.000015958702,0.011007994,0.0007419048,0.00080304424,0.041531194],"study_design_scores_gemma":[0.004258301,0.00075168547,0.8868533,0.00004683017,0.000048583348,0.00039029284,0.0018825755,0.0006961237,0.00061146606,0.00021370756,0.103969,0.00027815058],"about_ca_topic_score_codex":0.06921901,"about_ca_topic_score_gemma":0.97170305,"teacher_disagreement_score":0.90248406,"about_ca_system_score_codex":0.0028050106,"about_ca_system_score_gemma":0.004837757,"threshold_uncertainty_score":0.9991661},"labels":[],"label_agreement":null},{"id":"W2299130633","doi":"10.1155/2010/918095","title":"Analysis of Hospital Discharge Data to Characterize Obstructive Sleep Apnea and Its Management in Adult Patients Hospitalized in Canada: 2006 to 2007","year":2010,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Capital District Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"Dalhousie University","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Uvulopalatopharyngoplasty; Retrospective cohort study; Positive airway pressure; Emergency medicine; Population; Sleep study; Pediatrics; Intensive care medicine; Internal medicine; Polysomnography; Apnea","score_opus":0.017423590662195648,"score_gpt":0.2653300660977071,"score_spread":0.24790647543551145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299130633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960173,0.000046094432,0.000007582888,0.00075746764,0.00059781654,0.0009921036,0.0013071549,0.0000030835458,0.00027139578],"genre_scores_gemma":[0.99836946,0.000004976756,0.00022221098,0.0011440756,0.000097900775,0.000029137074,0.00007898215,0.00003209228,0.000021152122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997098,0.00009869222,0.00070508855,0.0005648103,0.00071913045,0.0008142567],"domain_scores_gemma":[0.9965895,0.00003353054,0.00016795483,0.00066611485,0.00053667516,0.0020062474],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005063294,0.00024972876,0.00062281475,0.0025420578,0.00008512557,0.00004697516,0.000578091,0.00009745733,0.00035438268],"category_scores_gemma":[0.00063298387,0.00024851755,0.00005974445,0.001767004,0.000051429706,0.0002867682,0.00022462444,0.0007512143,0.000009526765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013131906,0.00007662862,0.98379743,0.000028336743,0.00049239246,0.00055827486,0.0002844965,0.000009785626,0.00056784734,0.00005675138,0.0003229634,0.01367377],"study_design_scores_gemma":[0.001969322,0.00019075899,0.9943812,0.000040335606,0.00017748264,0.000004660918,0.00038950358,0.00041466305,0.00010289695,0.0000026265798,0.0020836282,0.00024295243],"about_ca_topic_score_codex":0.57278657,"about_ca_topic_score_gemma":0.98442566,"teacher_disagreement_score":0.41163906,"about_ca_system_score_codex":0.0015496599,"about_ca_system_score_gemma":0.0009872079,"threshold_uncertainty_score":0.9999967},"labels":[],"label_agreement":null},{"id":"W2299764915","doi":"10.1136/thoraxjnl-2015-207994","title":"Obstructive sleep apnoea and frequency of occupational injury","year":2016,"lang":"en","type":"letter","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia Hospital; Providence Health Care Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research; Vancouver Coastal Health Research Institute; British Columbia Lung Association","keywords":"Medicine; Confounding; Polysomnography; Internal medicine; Physical therapy; Poison control; Vigilance (psychology); Pediatrics; Emergency medicine; Apnea","score_opus":0.031606832761073164,"score_gpt":0.3375518021262157,"score_spread":0.30594496936514254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299764915","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41717213,0.0019656497,0.0013232494,0.5317715,0.0017668952,0.0035506818,0.0040172106,0.00024053305,0.038192168],"genre_scores_gemma":[0.6290979,0.00021422128,0.02343295,0.2965872,0.03347119,0.00044795126,0.0024836687,0.000760548,0.013504378],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.997633,0.00013380824,0.0003911332,0.00052173814,0.00088680227,0.00043353686],"domain_scores_gemma":[0.9983072,0.00026828595,0.00022875279,0.00056480075,0.0005146924,0.00011622849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020131758,0.00031235887,0.00062336767,0.0004050759,0.000051430467,0.000013236393,0.00019641302,0.0006637828,0.00090169924],"category_scores_gemma":[0.00026774112,0.0002344892,0.00013151208,0.00019644784,0.00062283146,0.000108308435,0.0001492121,0.0012386352,0.000106507316],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021719628,0.0001520258,0.14974417,0.003485516,0.002894689,0.0014629994,0.00056291476,9.6597326e-8,0.054738812,0.0052055432,0.4731638,0.30641747],"study_design_scores_gemma":[0.0066353334,0.0022184418,0.49517405,0.0017153063,0.0015058181,0.0008213075,0.00019387082,0.0000634035,0.03090979,0.028564638,0.42989117,0.0023068727],"about_ca_topic_score_codex":0.000046841855,"about_ca_topic_score_gemma":0.0000013519302,"teacher_disagreement_score":0.3454299,"about_ca_system_score_codex":0.00018719089,"about_ca_system_score_gemma":0.00013112389,"threshold_uncertainty_score":0.9872975},"labels":[],"label_agreement":null},{"id":"W2300201391","doi":"10.1016/j.oooo.2016.03.010","title":"Accuracy and reliability of oral maxillofacial radiologists when evaluating cone-beam computed tomography imaging for adenoid hypertrophy screening: a comparison with nasopharyngoscopy","year":2016,"lang":"en","type":"article","venue":"Oral Surgery Oral Medicine Oral Pathology and Oral Radiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Adenoid hypertrophy; Intraclass correlation; Cone beam computed tomography; Kappa; Radiology; Confidence interval; Nuclear medicine; Adenoid; Reliability (semiconductor); Cohen's kappa; Orthodontics; Computed tomography; Tonsillectomy; Surgery; Internal medicine; Statistics; Adenoidectomy; Mathematics","score_opus":0.05330295963866349,"score_gpt":0.35117109482761566,"score_spread":0.29786813518895217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300201391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9756913,0.0034683945,0.01114161,0.007138181,0.00057599205,0.0016970264,0.00010405944,0.00015614531,0.000027288326],"genre_scores_gemma":[0.96779674,0.00016341118,0.030552594,0.00085145124,0.00020351644,0.00012862145,0.00019201948,0.00008053407,0.000031125564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99379486,0.0013157693,0.001450939,0.0015127967,0.0005463645,0.0013792771],"domain_scores_gemma":[0.9945445,0.0026318599,0.0007188743,0.00067066884,0.0008097281,0.0006243379],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0037504437,0.0007886267,0.0034230147,0.0007945252,0.00034686233,0.000021494448,0.0003016823,0.00051522435,0.00018321135],"category_scores_gemma":[0.0039815917,0.00048462852,0.00027543216,0.000605037,0.006684059,0.0004092672,0.0002626752,0.00072099897,0.000003973787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010923879,0.00018896391,0.76401407,0.00022062148,0.00021814537,0.00040653432,0.0002278789,0.00000589265,0.04779711,0.000109753135,0.0008822887,0.17500488],"study_design_scores_gemma":[0.024879087,0.01524529,0.9348964,0.00065952144,0.0011654941,0.006294869,0.00055848574,0.0034449268,0.0056501096,0.0022908135,0.003646877,0.0012681008],"about_ca_topic_score_codex":0.0003954161,"about_ca_topic_score_gemma":0.000034296892,"teacher_disagreement_score":0.1737368,"about_ca_system_score_codex":0.000108990556,"about_ca_system_score_gemma":0.00015879143,"threshold_uncertainty_score":0.9997605},"labels":[],"label_agreement":null},{"id":"W2300682604","doi":"10.1164/rccm.201512-2431oc","title":"Genetic Associations with Obstructive Sleep Apnea Traits in Hispanic/Latino Americans","year":2016,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Dental and Craniofacial Research; Gillings School of Public Health; National Institute of General Medical Sciences; Albert Einstein College of Medicine, Yeshiva University; Kovler Family Foundation; Broad Institute; National Center for Research Resources; National Institute of Allergy and Infectious Diseases; University of Texas Health Science Center at Houston; University of Washington; Johns Hopkins University; University of North Carolina; Baylor College of Medicine; National Institutes of Health; San Diego State University; National Heart, Lung, and Blood Institute; University of Miami; Northwestern University; Massachusetts Institute of Technology; National Institute on Aging; University of Minnesota; Office of Dietary Supplements; National Cancer Institute; Brigham and Women's Hospital; National Institute on Deafness and Other Communication Disorders","keywords":"Medicine; Obstructive sleep apnea; Hypoxemia; Sleep apnea; Population; Genome-wide association study; Hypopnea; Apnea; Polysomnography; Apnea–hypopnea index; Internal medicine; Genetics; Single-nucleotide polymorphism; Genotype; Biology","score_opus":0.021006576641115896,"score_gpt":0.31862378941596153,"score_spread":0.29761721277484565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300682604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99039674,0.0012340633,0.0033619783,0.0040899403,0.000081813865,0.00018582135,0.00001716288,0.000012798786,0.0006196674],"genre_scores_gemma":[0.99640447,0.000024634099,0.0021674265,0.00095455657,0.00040177087,0.000009116325,6.400186e-7,0.00003134704,0.0000060397206],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99746585,0.0003175895,0.0006315425,0.00029689504,0.00084164226,0.000446454],"domain_scores_gemma":[0.9968774,0.0010602167,0.00026277115,0.00018032378,0.0010346838,0.0005846614],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00034774354,0.0002215755,0.0008318783,0.0004197534,0.00007797621,0.000009807902,0.00013691216,0.000059771424,0.00011417222],"category_scores_gemma":[0.0022016114,0.00012593105,0.00007875378,0.00067608076,0.0028249316,0.00015109574,0.00003254263,0.00049879216,0.0000028611034],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006189637,0.00008201087,0.47417516,0.000051601262,0.00010740462,0.0006920269,0.0015425639,0.0000011934613,0.0116806,0.0005013006,0.000020201245,0.51052696],"study_design_scores_gemma":[0.003909703,0.0151403,0.9645981,0.0003157385,0.00026099692,0.00049973425,0.013910927,0.0000073072283,0.00043333505,0.0001447063,0.0005950992,0.0001840164],"about_ca_topic_score_codex":0.000028156877,"about_ca_topic_score_gemma":0.000023689845,"teacher_disagreement_score":0.51034296,"about_ca_system_score_codex":0.00030673703,"about_ca_system_score_gemma":0.0001617288,"threshold_uncertainty_score":0.99988884},"labels":[],"label_agreement":null},{"id":"W2301058911","doi":"10.1165/rcmb.2015-0315oc","title":"Inhibition of Lipolysis Ameliorates Diabetic Phenotype in a Mouse Model of Obstructive Sleep Apnea","year":2016,"lang":"en","type":"article","venue":"American Journal of Respiratory Cell and Molecular Biology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Grantová Agentura České Republiky; Univerzita Karlova v Praze","keywords":"Obstructive sleep apnea; Phenotype; Lipolysis; Medicine; Internal medicine; Diabetes mellitus; Endocrinology; Sleep (system call); Cardiology; Biology; Gene; Computer science; Genetics; Adipose tissue","score_opus":0.01080525063606919,"score_gpt":0.2655543816774111,"score_spread":0.2547491310413419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301058911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894053,0.00077092915,0.009486206,0.00010015816,0.00002126034,0.00011269235,0.000019740957,0.0000026292612,0.00008111835],"genre_scores_gemma":[0.997674,0.00006911471,0.0020890615,0.00012019788,0.000021587559,0.0000032825185,8.384168e-7,0.000016786076,0.0000051209718],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986258,0.00025705723,0.00053449685,0.00018446214,0.00018001412,0.00021817932],"domain_scores_gemma":[0.9985742,0.000108499364,0.0005917816,0.00017962497,0.00040899555,0.00013691436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027195198,0.0001335807,0.00061494415,0.00052070175,0.000012955676,0.000002113038,0.00008726818,0.000072626244,0.000011533064],"category_scores_gemma":[0.0001802993,0.00008996058,0.0001201727,0.0003187295,0.0010361307,0.00005199727,0.00005781195,0.0001748768,8.5473084e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045400113,0.00011132584,0.029236326,0.000035053807,0.00009287975,0.000019893396,0.0001646201,0.000033191416,0.90514916,0.00010195157,6.865594e-7,0.06460092],"study_design_scores_gemma":[0.0019094555,0.002919245,0.0025247997,0.000046009503,0.00007460398,0.000009251234,0.0004135442,0.0001550373,0.9912805,0.00055676955,0.00001469826,0.00009611738],"about_ca_topic_score_codex":0.000019820232,"about_ca_topic_score_gemma":0.0000018094557,"teacher_disagreement_score":0.08613132,"about_ca_system_score_codex":0.000050458588,"about_ca_system_score_gemma":0.00007295746,"threshold_uncertainty_score":0.38176668},"labels":[],"label_agreement":null},{"id":"W2302301108","doi":"10.1007/s11325-016-1331-2","title":"Effect of CPAP therapy on C-reactive protein and cognitive impairment in patients with obstructive sleep apnea hypopnea syndrome","year":2016,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Obstructive sleep apnea; Internal medicine; Montreal Cognitive Assessment; Neurocognitive; Hypopnea; Continuous positive airway pressure; C-reactive protein; Sleep apnea; Subgroup analysis; Apnea; Polysomnography; Gastroenterology; Anesthesia; Cardiology; Cognitive impairment; Cognition; Inflammation; Disease","score_opus":0.006233388305786592,"score_gpt":0.24584778863824547,"score_spread":0.23961440033245887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2302301108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966027,0.000111948044,0.00006517401,0.000109651344,0.000035709378,0.0026890598,0.000044996577,0.000026192163,0.0003145569],"genre_scores_gemma":[0.99961674,0.000004284137,0.00011088203,0.000028601562,0.000022435903,0.00014801964,0.000009927732,0.000040731276,0.000018394636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979765,0.0002500016,0.00026037695,0.00055274746,0.0005465626,0.0004138016],"domain_scores_gemma":[0.99876714,0.000518058,0.00014294423,0.00020459265,0.00018217052,0.00018508802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040185085,0.0003236069,0.0005628442,0.00030888914,0.000084255604,0.000019732126,0.0000659128,0.00011918074,0.000024260968],"category_scores_gemma":[0.00015964662,0.00017862851,0.000055554734,0.00022731267,0.00035401678,0.00024974468,0.00007674591,0.0002912245,0.000004861215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011913608,0.00043350595,0.5873494,0.00014368746,0.00046312733,0.00014125461,0.0013048842,2.1092674e-7,0.005156773,0.00004594767,1.9465664e-7,0.39304736],"study_design_scores_gemma":[0.022515228,0.015774326,0.905888,0.00088760763,0.00010403382,0.00007986798,0.00023877024,0.000042828262,0.05415224,0.000077179786,0.0000019210854,0.00023798576],"about_ca_topic_score_codex":0.00008291187,"about_ca_topic_score_gemma":0.0000034605278,"teacher_disagreement_score":0.3928094,"about_ca_system_score_codex":0.00015198746,"about_ca_system_score_gemma":0.00001475599,"threshold_uncertainty_score":0.728426},"labels":[],"label_agreement":null},{"id":"W2304977275","doi":"10.1016/j.cjca.2015.11.009","title":"Reply to Letter From Floras et al.—Central Sleep Apnea: Risk Factor or Pathogenic Process in Patients With Heart Failure","year":2015,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Central sleep apnea; Ejection fraction; Scopus; Sleep apnea; Randomized controlled trial; Obstructive sleep apnea; Population; Internal medicine; Cardiology; Apnea; MEDLINE; Polysomnography","score_opus":0.01610416197782779,"score_gpt":0.2620520728298004,"score_spread":0.24594791085197262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2304977275","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46801627,0.00014688536,0.00024556022,0.5276469,0.0011450367,0.00091588363,0.0017918464,0.00000884542,0.00008276637],"genre_scores_gemma":[0.43471316,0.00000303223,0.00061589305,0.55898356,0.0051691006,0.000022210985,0.00031329182,0.00014092718,0.00003885704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99542034,0.00085409795,0.00078649784,0.00065166084,0.00093260134,0.0013547909],"domain_scores_gemma":[0.9957245,0.00019018067,0.00040546802,0.00065824424,0.0014052691,0.0016163668],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00049619447,0.00051727606,0.001780123,0.0011751226,0.00006364684,0.000058691163,0.00050039275,0.000687948,0.00020490908],"category_scores_gemma":[0.0011216135,0.00037165234,0.00030307999,0.0004360254,0.00024968083,0.00016928103,0.000041041032,0.0050432384,0.000053757696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005909518,0.000003763999,0.4071095,0.000024341714,0.00047564588,0.002950027,0.00023368585,0.00011773333,0.000007797245,5.7985787e-8,0.58791196,0.0005745125],"study_design_scores_gemma":[0.002762557,0.0011989446,0.3186002,0.00010951355,0.00017611826,0.00028422487,0.00006444718,0.0000027129124,0.000008571583,0.000011328258,0.67649484,0.00028650786],"about_ca_topic_score_codex":0.0023275285,"about_ca_topic_score_gemma":0.0049154344,"teacher_disagreement_score":0.08858288,"about_ca_system_score_codex":0.0013296022,"about_ca_system_score_gemma":0.003073578,"threshold_uncertainty_score":0.9998735},"labels":[],"label_agreement":null},{"id":"W2310469204","doi":"10.11909/j.issn.1671-5411.2016.03.020","title":"Meta-analysis of effects of obstructive sleep apnea on the renin-angiotensin-aldosterone system.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Aldosterone; Internal medicine; Meta-analysis; Renin–angiotensin system; Primary aldosteronism; Respiratory disturbance index; Subgroup analysis; Plasma renin activity; Endocrinology; Angiotensin II; Publication bias; Cardiology; Sleep apnea; Blood pressure; Apnea; Polysomnography","score_opus":0.051864287023167706,"score_gpt":0.2658962550196831,"score_spread":0.21403196799651542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2310469204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98632324,0.001029393,0.00073944795,0.0058409874,0.00025752874,0.0032901044,0.00008512717,0.00005892426,0.0023752232],"genre_scores_gemma":[0.998358,0.0000028541697,0.0001558041,0.000067286215,0.000055102042,0.00081490667,0.0000039511656,0.000032256048,0.00050985115],"study_design_codex":"meta_analysis","study_design_gemma":"observational","domain_scores_codex":[0.9970379,0.00044949408,0.0005549635,0.00043756134,0.0010303016,0.00048977096],"domain_scores_gemma":[0.9956161,0.0021330789,0.00038822668,0.001147667,0.000526202,0.00018872746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000895436,0.00024395129,0.0015919917,0.0006098096,0.00004799228,0.000008719788,0.0002825382,0.00011446862,0.00008538802],"category_scores_gemma":[0.0011905988,0.00011117996,0.001253976,0.0013604505,0.00041519696,0.00006831937,0.00012399876,0.00016597334,0.000019236822],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001722956,0.0004774661,0.015594899,0.00061620155,0.82308066,0.000115019466,0.00066411955,0.000017279444,0.039969947,0.009580794,0.00024524363,0.10791541],"study_design_scores_gemma":[0.0012988371,0.00018294112,0.5978141,0.000019501653,0.17958447,0.000010312889,0.00010201294,0.00010108126,0.22064854,0.000050271963,0.0000496559,0.00013826367],"about_ca_topic_score_codex":0.0000613373,"about_ca_topic_score_gemma":0.000008082489,"teacher_disagreement_score":0.6434962,"about_ca_system_score_codex":0.00018081609,"about_ca_system_score_gemma":0.000012720171,"threshold_uncertainty_score":0.4533787},"labels":[],"label_agreement":null},{"id":"W2310687144","doi":"","title":"Aggravation of respiratory disturbances by the use of an occlusal splint in apneic patients: a pilot study.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Splint (medicine); Respiratory disturbance index; Sleep apnea; Apnea; Obstructive sleep apnea; Sleep (system call); Anesthesia; Respiratory system; Dentistry; Physical therapy; Polysomnography; Internal medicine","score_opus":0.08039328602806625,"score_gpt":0.29488039843810265,"score_spread":0.2144871124100364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2310687144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99732655,0.00009752999,0.00002425776,0.00012763221,0.00006269817,0.0022668291,0.000019048253,0.00001087534,0.00006458138],"genre_scores_gemma":[0.9993512,0.000002266777,0.000052286505,0.00006405454,0.000028659411,0.0004605279,0.000014119095,0.000013766692,0.0000131235465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984915,0.00014179348,0.0003683154,0.00020697208,0.0005591094,0.00023228313],"domain_scores_gemma":[0.99912614,0.00009121146,0.0001517471,0.00034801193,0.00020610262,0.00007676678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050806254,0.00009304506,0.0002159683,0.00014362401,0.000026234737,0.0000097712045,0.00013853729,0.000025547957,0.0000044728044],"category_scores_gemma":[0.00069759495,0.00006331722,0.000025427871,0.0004098239,0.00019062123,0.00016735864,0.000058220783,0.000165908,9.736054e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012398467,0.005160036,0.9014065,0.000056572782,0.000069535046,0.000006128891,0.00083555345,0.000044298144,0.0011605024,0.00007806583,0.000039796792,0.08990315],"study_design_scores_gemma":[0.0038081645,0.0017951236,0.9898242,0.000012808628,0.00002343493,4.2290856e-7,0.00029490716,0.000013611275,0.0039888476,0.00006660964,0.00011812403,0.00005379816],"about_ca_topic_score_codex":0.00066572573,"about_ca_topic_score_gemma":0.00033060246,"teacher_disagreement_score":0.08984936,"about_ca_system_score_codex":0.0001656745,"about_ca_system_score_gemma":0.000025899833,"threshold_uncertainty_score":0.2582001},"labels":[],"label_agreement":null},{"id":"W2311747096","doi":"","title":"The validity and usefulness of the Japanese version of the Calgary Sleep Apnea Quality of Life Index in patients with obstructive sleep apnea hypopnea syndrome","year":2013,"lang":"en","type":"article","venue":"Medical Entomology and Zoology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Sleep apnea; Medicine; Sleep (system call); Hypopnea; Index (typography); Apnea; Quality of life (healthcare); Apnea–hypopnea index; Polysomnography; Physical therapy; Audiology; Internal medicine; Computer science","score_opus":0.01577893277834726,"score_gpt":0.2596127451854666,"score_spread":0.24383381240711935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2311747096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99714184,0.0001269975,0.00005112309,0.0013809777,0.00034812157,0.000781626,0.000012535471,0.000005849776,0.00015092162],"genre_scores_gemma":[0.99970526,0.000008202115,0.000017423676,0.0001699198,0.000014341573,0.000039912007,0.0000063235607,0.00001247968,0.000026142121],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963362,0.0014283627,0.000657218,0.00034972947,0.0008355486,0.00039291367],"domain_scores_gemma":[0.9969114,0.0016071468,0.00037820023,0.0005653823,0.0003261754,0.00021169487],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011102564,0.00019284079,0.00071137474,0.0001059724,0.00013404373,0.000003534606,0.0004260902,0.0004467377,0.00019174805],"category_scores_gemma":[0.0030128986,0.00008998951,0.00008371948,0.00038335222,0.005339345,0.00006707188,0.00060487754,0.00079656625,0.0000019132624],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096087117,0.00029864465,0.99160767,0.00013656759,0.00016670133,0.000007818096,0.0007097468,0.0000012342985,0.000091839065,0.0006196378,0.000004554107,0.0053947177],"study_design_scores_gemma":[0.004415162,0.0005860103,0.9921008,0.00003025541,0.00006584923,0.000084187275,0.00065788697,0.0005319263,0.00036437623,0.0010752752,0.0000036049546,0.00008466664],"about_ca_topic_score_codex":0.0020088297,"about_ca_topic_score_gemma":0.00025243216,"teacher_disagreement_score":0.0053100507,"about_ca_system_score_codex":0.00004489546,"about_ca_system_score_gemma":0.00008586729,"threshold_uncertainty_score":0.99736756},"labels":[],"label_agreement":null},{"id":"W2312608638","doi":"10.1097/01.ccm.0000424390.66537.47","title":"170","year":2012,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Airway obstruction; Anesthesia; Airway; Cardiac index; Airway resistance; Supine position; Heart rate; Cardiac output; Stroke volume; Spirometry; Cardiology; Blood pressure; Hemodynamics; Internal medicine","score_opus":0.04717817561149104,"score_gpt":0.4019969616648834,"score_spread":0.35481878605339234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312608638","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42687836,0.035459362,0.004909926,0.06640172,0.0035421427,0.0010555929,0.000021348615,0.00044901835,0.46128252],"genre_scores_gemma":[0.9943805,0.000009959937,0.0008543736,0.0021534075,0.0023673812,0.00001875318,0.000025950732,0.000028122471,0.0001615802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823594,0.00005649946,0.00020171587,0.00019942348,0.0006820651,0.0006243825],"domain_scores_gemma":[0.99807316,0.00029612752,0.000009940877,0.00036196935,0.0004346857,0.00082409254],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026558555,0.00013532299,0.0003043116,0.00012684907,0.00006927917,0.000004538653,0.00008500483,0.00009263343,0.0033971053],"category_scores_gemma":[0.0035973368,0.000096143296,0.000059673388,0.0002472161,0.00076520344,0.00009852636,0.000063891,0.00036823272,0.00044450324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003762823,0.0004577094,0.69742393,0.002102937,0.000089040186,0.00043056323,0.0046532857,4.342572e-8,0.042076662,0.078583546,0.012128829,0.16167717],"study_design_scores_gemma":[0.008007641,0.0033318265,0.7077439,0.00052300346,0.00095052144,0.0012142037,0.019475628,0.00007979111,0.020871704,0.0011693123,0.23597997,0.00065252715],"about_ca_topic_score_codex":0.000013709369,"about_ca_topic_score_gemma":7.549474e-7,"teacher_disagreement_score":0.5675021,"about_ca_system_score_codex":0.000115061805,"about_ca_system_score_gemma":0.000024803401,"threshold_uncertainty_score":0.99751395},"labels":[],"label_agreement":null},{"id":"W2313122758","doi":"10.1016/j.jcjd.2015.01.172","title":"The Effects of Intermittent Hypoxia, a Simulating Model of Obstructive Sleep Apnea, on Lipid Levels in Healthy Humans","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"NEFA; Postprandial; Medicine; Meal; Internal medicine; Hypoxia (environmental); Obstructive sleep apnea; Endocrinology; Intermittent hypoxia; Triglyceride; Insulin; Oxygen; Cholesterol; Chemistry","score_opus":0.03898872509785433,"score_gpt":0.2957229310725526,"score_spread":0.25673420597469826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313122758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99757683,0.0007970278,0.000044098077,0.0004965952,0.0003634855,0.0003428818,0.000018781604,0.0000021142032,0.00035818972],"genre_scores_gemma":[0.9993797,0.0000019430167,0.00031659318,0.000121689816,0.00012990269,0.0000050141243,8.5147605e-7,0.000026116842,0.000018205732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800193,0.00017698566,0.0006850199,0.0001459196,0.0004808128,0.00050935306],"domain_scores_gemma":[0.9969442,0.0008483855,0.0004313198,0.0002660137,0.00071570434,0.00079438864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007773445,0.0001565358,0.0005541249,0.0005788221,0.00006865669,0.000016374186,0.0002830721,0.000084191786,0.0000065861545],"category_scores_gemma":[0.0029949807,0.00011525665,0.0001474636,0.00031155502,0.00031797323,0.00010854604,0.000028219603,0.0005487226,0.0000016734193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004874111,0.00027664617,0.7159079,0.0010878571,0.0008308551,0.00010137681,0.014788154,0.01460924,0.023401553,0.0011796021,0.00016699002,0.22716245],"study_design_scores_gemma":[0.014090305,0.0122428,0.8034876,0.0024087888,0.00025185497,0.000017097835,0.0066939574,0.113697745,0.04159926,0.0049181515,0.00010579521,0.0004866652],"about_ca_topic_score_codex":0.0004103468,"about_ca_topic_score_gemma":0.0021579647,"teacher_disagreement_score":0.22667578,"about_ca_system_score_codex":0.0005617151,"about_ca_system_score_gemma":0.00079604523,"threshold_uncertainty_score":0.47000298},"labels":[],"label_agreement":null},{"id":"W2313627098","doi":"10.15331/jdsm.3744","title":"History of Dental Sleep Medicine","year":2014,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sleep (system call); Sleep medicine; Medicine; Dentistry; Psychiatry; Computer science; Sleep disorder; Cognition","score_opus":0.02089427382467689,"score_gpt":0.29876511487998114,"score_spread":0.27787084105530424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313627098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9480529,0.0073314765,0.0020138074,0.0040330985,0.0048333975,0.0004848296,0.0000031889629,0.00003420102,0.03321311],"genre_scores_gemma":[0.99358594,0.00015333737,0.0007525294,0.0008833782,0.0032602309,0.0000040803443,0.000015775051,0.00007126499,0.0012734744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994216,0.0002576392,0.0017565135,0.0003461087,0.002871486,0.00055225444],"domain_scores_gemma":[0.9962502,0.00043423806,0.0011781647,0.0005353605,0.0007062652,0.0008957354],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021392684,0.00039479166,0.0015857064,0.00091650744,0.000055325418,0.000003948365,0.0005373825,0.00020554841,0.004865631],"category_scores_gemma":[0.002182011,0.00027283138,0.00032897253,0.00050691864,0.0016462505,0.0002575721,0.00017261595,0.0010538498,0.00006054467],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046455683,0.0014962488,0.46033543,0.0007901449,0.0016215915,0.0018400865,0.0034222119,0.000020689025,0.31341803,0.00089382444,0.055580635,0.15593554],"study_design_scores_gemma":[0.081195354,0.04182957,0.6344404,0.0043956707,0.0049119806,0.02595131,0.011170904,0.0045333137,0.017753068,0.0009832493,0.1715575,0.0012776428],"about_ca_topic_score_codex":0.00013240673,"about_ca_topic_score_gemma":0.00003057151,"teacher_disagreement_score":0.29566497,"about_ca_system_score_codex":0.0016100953,"about_ca_system_score_gemma":0.00009362243,"threshold_uncertainty_score":0.9999724},"labels":[],"label_agreement":null},{"id":"W2313755448","doi":"10.1097/aco.0b013e32834a10c7","title":"Considerations for patients with obstructive sleep apnea undergoing ambulatory surgery","year":2011,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"University of Toronto; University Health Network","keywords":"Medicine; Ambulatory; Obstructive sleep apnea; Sleep apnea; Sleep (system call); Intensive care medicine; Surgery; Anesthesia","score_opus":0.1410806236467539,"score_gpt":0.37750716572412335,"score_spread":0.23642654207736946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313755448","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00081682665,0.9914083,0.00018960318,0.00002556393,0.0034402418,0.0038642006,0.00012304311,0.000064864034,0.000067356355],"genre_scores_gemma":[0.0009822266,0.99542356,0.0008636772,0.000016407585,0.00038277791,0.0010748241,0.0011162586,0.0001346904,0.0000055775013],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964548,0.00052967976,0.0010649379,0.0009627573,0.0002614054,0.0007264581],"domain_scores_gemma":[0.9951877,0.002926052,0.00057777314,0.00063659035,0.00042912195,0.00024276154],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036538058,0.00061696983,0.0024980516,0.0011406167,0.00014473815,0.000020273172,0.00017180454,0.00050184835,0.00010834092],"category_scores_gemma":[0.0013674208,0.00047758754,0.0005048249,0.00043011244,0.00045700613,0.000114385395,0.000101431215,0.00084831344,0.000054893535],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001350073,0.0004320333,0.02004545,0.016457185,0.00023845035,0.000004192162,0.00007210476,5.333025e-7,1.9029937e-8,0.0032110165,0.00036225285,0.9590418],"study_design_scores_gemma":[0.0031332297,0.0021551156,0.025031941,0.017613966,0.0006641501,0.000078785575,0.00006484605,0.00003270569,5.8626284e-7,0.0019269495,0.9481272,0.0011705362],"about_ca_topic_score_codex":0.000007225766,"about_ca_topic_score_gemma":0.0000072423663,"teacher_disagreement_score":0.9578712,"about_ca_system_score_codex":0.0004614969,"about_ca_system_score_gemma":0.00077091064,"threshold_uncertainty_score":0.9997676},"labels":[],"label_agreement":null},{"id":"W2314527503","doi":"10.1097/01.sa.0000433208.11437.30","title":"Proportion of Surgical Patients With Undiagnosed Obstructive Sleep Apnoea","year":2013,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; St. Michael's Hospital","funders":"","keywords":"Medicine; Sleep (system call); Pediatrics; Internal medicine","score_opus":0.01756856497257011,"score_gpt":0.2691992886005073,"score_spread":0.2516307236279372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314527503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986179,0.000033510667,0.000013049518,0.000069577,0.000042198717,0.0009247549,0.000015842586,0.000016776457,0.00026641216],"genre_scores_gemma":[0.9992392,0.000005911679,0.00046862083,0.000012218309,0.000016887047,0.000034045584,0.00017510875,0.000022245815,0.000025750593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980848,0.00048718258,0.00041285355,0.00029688465,0.00041888817,0.00029940213],"domain_scores_gemma":[0.997192,0.0005547546,0.0002638884,0.00032984212,0.0015355863,0.00012391068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004428883,0.00015287318,0.00058517733,0.00017794847,0.000027017599,0.0000026909663,0.00012336306,0.00016130424,0.0004492685],"category_scores_gemma":[0.00044766362,0.00010531111,0.00005894765,0.00033620547,0.0007232663,0.0000849086,0.00003822606,0.00018047266,0.000037637503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012606925,0.00040996392,0.9875035,0.000067979854,0.00010334923,0.000024366269,0.00004637208,0.000003285693,0.00040480107,0.000098772216,0.000015876321,0.010061026],"study_design_scores_gemma":[0.0025090235,0.0027362157,0.9912473,0.000019604327,0.000025468013,0.000027871538,0.00004015131,0.000028977083,0.0031441764,0.00009327597,0.000031193555,0.00009677394],"about_ca_topic_score_codex":0.0012727696,"about_ca_topic_score_gemma":0.0000441458,"teacher_disagreement_score":0.009964252,"about_ca_system_score_codex":0.0000430406,"about_ca_system_score_gemma":0.0000627815,"threshold_uncertainty_score":0.49191752},"labels":[],"label_agreement":null},{"id":"W2315011985","doi":"10.1097/aia.0b013e31829812ca","title":"Preoperative Screening for Obstructive Sleep Apnea in Morbidly Obese Patients","year":2013,"lang":"en","type":"article","venue":"International Anesthesiology Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Morbidly obese; Obstructive sleep apnea; University hospital; General surgery; Sleep apnea; Emergency medicine; Family medicine; Obesity; Medical emergency; Pediatrics; Anesthesia; Internal medicine; Weight loss","score_opus":0.033383939405564014,"score_gpt":0.3424550258469658,"score_spread":0.3090710864414018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315011985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99517703,0.0000391954,0.000770835,0.0012854636,0.0003965333,0.0013831073,0.000030274234,0.000033315824,0.00088426063],"genre_scores_gemma":[0.9879774,0.000008684021,0.009840942,0.0009051255,0.00022404893,0.00044404715,0.00022981723,0.000032488384,0.00033743435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816424,0.000117381656,0.0005598535,0.0004805449,0.00031384607,0.00036414238],"domain_scores_gemma":[0.9975639,0.0008419278,0.0001539036,0.00021871467,0.0010939203,0.00012762682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002734264,0.00019387428,0.00037317662,0.00027095617,0.000059681835,0.000025157406,0.00029534864,0.00022075421,0.00039112865],"category_scores_gemma":[0.0017668132,0.00016558266,0.00013924828,0.0001442585,0.00023358196,0.0002453796,0.00010550427,0.00039003705,0.00023249342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005453371,0.00032754644,0.92803925,0.000016730206,0.00014248869,0.000020386171,0.00026990144,0.00006130682,0.00015418002,0.0005870247,0.000089729365,0.069746144],"study_design_scores_gemma":[0.0034867318,0.0007618068,0.97273475,0.000031956894,0.000019479561,0.00002341009,0.00029086636,0.018415278,0.0002467077,0.0029908267,0.00084285013,0.00015532174],"about_ca_topic_score_codex":0.00006863401,"about_ca_topic_score_gemma":0.000016463258,"teacher_disagreement_score":0.06959082,"about_ca_system_score_codex":0.00014029359,"about_ca_system_score_gemma":0.000037385213,"threshold_uncertainty_score":0.6752265},"labels":[],"label_agreement":null},{"id":"W2316090805","doi":"10.1186/s40463-016-0136-4","title":"Reconsidering first-line treatment for obstructive sleep apnea: A systematic review of the literature","year":2016,"lang":"en","type":"review","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph's Hospital; Western University","funders":"","keywords":"Obstructive sleep apnea; Medicine; Systematic review; Sleep apnea; Line (geometry); MEDLINE; Intensive care medicine; Internal medicine; Mathematics; Chemistry","score_opus":0.06836583387781783,"score_gpt":0.3391578695298703,"score_spread":0.27079203565205245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316090805","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0057413606,0.9892158,0.000020385758,0.00075554044,0.00068909075,0.0034677428,0.00008291944,0.0000071483114,0.000020021102],"genre_scores_gemma":[0.0002501979,0.99862766,0.00016563052,0.00014068982,0.00041964863,0.00022100206,0.000014758699,0.00006463324,0.00009577097],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99562436,0.00070957013,0.0025179856,0.00035259366,0.00037554742,0.00041996426],"domain_scores_gemma":[0.99082077,0.004678615,0.0028476808,0.00061148976,0.00081101706,0.00023044637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001421246,0.0005367936,0.0072537623,0.00054674613,0.00012154539,0.00001937523,0.00021872483,0.0004598486,0.00004029547],"category_scores_gemma":[0.0034912343,0.00024232737,0.0025290533,0.00043223563,0.00023212393,0.00014330716,0.00008537042,0.000650277,0.0000037154575],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013203392,0.0001260019,0.0006593992,0.94255865,0.002501088,0.00025701663,0.00007829149,1.4709623e-8,0.000002800761,0.0000137155,0.000086602864,0.053584374],"study_design_scores_gemma":[0.00088574376,0.0005742952,0.00042203302,0.9375089,0.0050650956,0.014344419,0.000008064489,0.0000018017896,0.000022901431,0.000053049116,0.040914908,0.00019879194],"about_ca_topic_score_codex":9.4445596e-7,"about_ca_topic_score_gemma":0.0000022907961,"teacher_disagreement_score":0.053385586,"about_ca_system_score_codex":0.00032090707,"about_ca_system_score_gemma":0.0004204168,"threshold_uncertainty_score":0.98818237},"labels":[],"label_agreement":null},{"id":"W2316458468","doi":"10.5665/sleep.1162","title":"Response of Genioglossus Muscle to Increasing Chemical Drive in Sleeping Obstructive Apnea Patients","year":2011,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Foothills Medical Centre","funders":"","keywords":"Genioglossus; Mechanoreceptor; Anesthesia; Medicine; Apnea; Obstructive sleep apnea; Airway; Polysomnography; Electromyography; Tonic (physiology); Ventilation (architecture); Stimulation; Continuous positive airway pressure; Internal medicine; Physical medicine and rehabilitation","score_opus":0.023061274706702824,"score_gpt":0.2783542070382604,"score_spread":0.2552929323315576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316458468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99631894,0.00002968539,0.00018032339,0.00007810991,0.00015424954,0.00079126743,0.00002078612,0.000036384958,0.0023902657],"genre_scores_gemma":[0.9902275,7.713934e-7,0.009519885,0.0000990522,0.00004646623,0.00003844225,0.000012222905,0.0000437157,0.0000119430715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976283,0.00029658014,0.00047680372,0.0004754818,0.0005813711,0.0005414736],"domain_scores_gemma":[0.9984926,0.00021082054,0.00010697755,0.0004736764,0.000392584,0.0003233714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006293838,0.00020710174,0.00042836578,0.000515227,0.000040222712,0.0000070276583,0.00022459075,0.00014244969,0.00018659561],"category_scores_gemma":[0.0022020186,0.00020901949,0.0001119861,0.0007448307,0.00019541626,0.00013067065,0.00027429982,0.0003325015,0.00007158172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011410196,0.0006259509,0.65620565,0.000057312554,0.000095293806,0.000096902586,0.007680228,0.0000026394862,0.27875668,0.0001402267,0.000008020972,0.044920895],"study_design_scores_gemma":[0.0024947096,0.00037964343,0.8437255,0.0000662836,0.000034064535,0.000010995432,0.000683773,0.00016791935,0.1521008,0.00012983133,0.000038670918,0.00016778309],"about_ca_topic_score_codex":0.0003427586,"about_ca_topic_score_gemma":0.000008782058,"teacher_disagreement_score":0.18751988,"about_ca_system_score_codex":0.00038506303,"about_ca_system_score_gemma":0.000044146735,"threshold_uncertainty_score":0.85235673},"labels":[],"label_agreement":null},{"id":"W2317305299","doi":"10.1155/2005/870786","title":"The Current Status of Autotitrating Continuous Positive Airway Pressure Systems in the Management of Obstructive Sleep Apnea","year":2005,"lang":"en","type":"review","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Intensive care medicine; Sleep apnea; Apnea; Anesthesia; Airway","score_opus":0.03721721553075871,"score_gpt":0.3356755709430087,"score_spread":0.29845835541224996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317305299","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023786516,0.99204725,0.00002050923,0.00004355594,0.00075037713,0.0027780589,0.0003544225,0.000005411619,0.0037625234],"genre_scores_gemma":[0.006396386,0.99244857,0.00007134491,0.000037959657,0.0006983005,0.00015664357,0.000019673167,0.00009120874,0.00007992607],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99410033,0.0014538168,0.0017019477,0.00039462306,0.001182766,0.0011664946],"domain_scores_gemma":[0.9960266,0.00047156823,0.0013359105,0.00073198084,0.0006953848,0.00073858135],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021068729,0.00048118952,0.0016303855,0.00079748634,0.00035865526,0.00013548031,0.00088283076,0.00023497207,0.000037319125],"category_scores_gemma":[0.00021208433,0.0002833965,0.00053346157,0.00081209507,0.00046483707,0.000112829395,0.00008108588,0.002693902,0.000008447233],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030461444,0.000044855053,0.00022390988,0.006347,0.0013501757,0.00043065552,0.00039096473,0.000024486153,7.532279e-7,0.0015557371,0.00014109894,0.98945993],"study_design_scores_gemma":[0.0007448265,0.00024574605,0.0020847921,0.011157704,0.0014748395,0.00036350108,0.0019476878,0.00004901388,0.0000017497593,0.000013274148,0.98167783,0.00023901253],"about_ca_topic_score_codex":0.0016739891,"about_ca_topic_score_gemma":0.003054688,"teacher_disagreement_score":0.9892209,"about_ca_system_score_codex":0.0015171806,"about_ca_system_score_gemma":0.0022000486,"threshold_uncertainty_score":0.9999618},"labels":[],"label_agreement":null},{"id":"W2317607294","doi":"10.5664/jcsm.26652","title":"CPAP Should Be Used for Central Sleep Apnea in Congestive Heart Failure Patients","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Central sleep apnea; Heart failure; Medicine; Sleep apnea; Cardiology; Internal medicine; Periodic breathing; Sleep medicine; Apnea; Sleep disorder; Polysomnography; Psychiatry; Insomnia","score_opus":0.07432120689957795,"score_gpt":0.41498873760570754,"score_spread":0.3406675307061296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317607294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9419272,0.00030682483,0.0014531743,0.053004146,0.0016622582,0.0012085162,0.00002640312,0.000021701482,0.00038975533],"genre_scores_gemma":[0.99050725,0.000016267064,0.0029994806,0.0021613177,0.00410972,0.000015588963,0.000051308605,0.00005848559,0.0000805616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993414,0.00036274752,0.0032054284,0.00045158202,0.0017092625,0.0008570172],"domain_scores_gemma":[0.9932679,0.0031335633,0.00094864913,0.00036324558,0.0014636895,0.0008229525],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003046348,0.0003445613,0.0019643786,0.0004457857,0.00006969728,0.000017625587,0.000324384,0.0004303182,0.0003825715],"category_scores_gemma":[0.009725361,0.0002384489,0.00056684716,0.0005170793,0.000682134,0.00023279393,0.00007223809,0.001786958,0.000010284995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035584148,0.0016984891,0.96466905,0.00010435457,0.00024920312,0.00016896025,0.00011663975,0.00005762592,0.0006388246,0.00023469391,0.013014411,0.0154893175],"study_design_scores_gemma":[0.041378736,0.007985088,0.9143486,0.00034006708,0.00043053835,0.000085419626,0.00044634714,0.0020286446,0.0005352282,0.00062202953,0.031553306,0.00024600673],"about_ca_topic_score_codex":0.000091314854,"about_ca_topic_score_gemma":0.00014707763,"teacher_disagreement_score":0.05084283,"about_ca_system_score_codex":0.00025791966,"about_ca_system_score_gemma":0.00013852681,"threshold_uncertainty_score":0.99861616},"labels":[],"label_agreement":null},{"id":"W2317631450","doi":"10.3389/fnagi.2016.00078","title":"The Association Between Obstructive Sleep Apnea and Alzheimer’s Disease: A Meta-Analysis Perspective","year":2016,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":266,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Kermanshah University of Medical Sciences; National Institute for Health and Care Research; Consortium canadien en neurodégénérescence associée au vieillissement; Alzheimer Society; Wellcome Trust","keywords":"Obstructive sleep apnea; Meta-analysis; Medicine; Odds ratio; Disease; Epidemiology; Internal medicine; Sleep apnea; Alzheimer's disease; Comorbidity","score_opus":0.0456320418948525,"score_gpt":0.3214691934509788,"score_spread":0.2758371515561263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317631450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6684001,0.029603561,0.15995832,0.12923646,0.0036678088,0.0046593365,0.0005034268,0.00041870004,0.0035522927],"genre_scores_gemma":[0.9982789,0.0000646875,0.00088932284,0.00015996308,0.00005616319,0.000050132378,0.0000010329774,0.000015353087,0.00048445104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972949,0.00030284704,0.00024722467,0.00072341115,0.00089995196,0.0005316519],"domain_scores_gemma":[0.99839395,0.0005298709,0.00016505166,0.00043158588,0.00022183298,0.00025768994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088467315,0.00018017484,0.0005383381,0.00042447084,0.00032823277,0.0001030263,0.00029919864,0.00004658569,0.000008483642],"category_scores_gemma":[0.0021045485,0.00010087914,0.00030717385,0.001550985,0.0006278807,0.00030346066,0.00016329797,0.0002569516,0.0000030120775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042836524,0.000020321682,0.9843537,0.0000028038526,0.0066774576,0.00002243354,0.00026375978,0.000007723835,0.00049806,0.00041378834,0.0000629822,0.0076341303],"study_design_scores_gemma":[0.00041728467,0.000038782196,0.96484035,0.0000024518156,0.029796813,0.0000018511605,0.00043184886,0.00178357,0.00043884496,0.0016450051,0.00046751337,0.00013566774],"about_ca_topic_score_codex":0.000042309162,"about_ca_topic_score_gemma":0.000009800951,"teacher_disagreement_score":0.3298788,"about_ca_system_score_codex":0.00047850964,"about_ca_system_score_gemma":0.000046169887,"threshold_uncertainty_score":0.41137317},"labels":[],"label_agreement":null},{"id":"W2317828466","doi":"10.1109/embc.2014.6944559","title":"A novel expert classifier approach to pre-screening obstructive sleep apnea during wakefulness","year":2014,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Obstructive sleep apnea; Polysomnography; Generalizability theory; Medicine; Machine learning; Artificial intelligence; Sleep apnea; Classifier (UML); Wakefulness; Apnea; Computer science; Electroencephalography; Psychology; Internal medicine","score_opus":0.03512266212325408,"score_gpt":0.2948857408056286,"score_spread":0.2597630786823745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317828466","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36746207,0.000018555873,0.5726149,0.00042643733,0.00016301504,0.0008788365,0.0000051067805,0.0001935603,0.05823753],"genre_scores_gemma":[0.8832671,3.8547776e-7,0.1132268,0.00037100774,0.0005685323,0.0002956962,0.000015990656,0.000090527385,0.0021639774],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99672747,0.00008744021,0.00041127973,0.0009321433,0.00094963296,0.00089203205],"domain_scores_gemma":[0.9979274,0.0001390965,0.000074155956,0.00084854645,0.00033514632,0.0006756138],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036429983,0.0003705936,0.00055306917,0.00038275085,0.00023390891,0.00007429706,0.00034212702,0.0002013922,0.0002638988],"category_scores_gemma":[0.0005212677,0.0003087551,0.00017417569,0.0006448433,0.00016814271,0.00024379253,0.00037095245,0.0005488287,0.000074547504],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034289476,0.0016034016,0.029273344,0.0005244268,0.0010220696,0.000036555917,0.0071949037,0.00096856925,0.5659844,0.01266446,0.00024030132,0.3770586],"study_design_scores_gemma":[0.01069758,0.00059926737,0.5830934,0.000113986986,0.00012720785,0.000617459,0.0058363765,0.14790009,0.2436212,0.00013724083,0.0059515988,0.0013046048],"about_ca_topic_score_codex":0.000163882,"about_ca_topic_score_gemma":0.000009349635,"teacher_disagreement_score":0.55382,"about_ca_system_score_codex":0.00021601678,"about_ca_system_score_gemma":0.000020860296,"threshold_uncertainty_score":0.99993646},"labels":[],"label_agreement":null},{"id":"W2318502264","doi":"10.1155/2016/4698756","title":"Impact of Heart Transplantation on Cheyne-Stokes Respiration in a Child","year":2016,"lang":"en","type":"article","venue":"Case Reports in Pediatrics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; Hospital for Sick Children; University of Toronto; University of Alberta; University of New Brunswick","funders":"","keywords":"Medicine; Cheyne–Stokes respiration; Heart failure; Cardiology; Internal medicine; Respiration; Population; Heart transplantation; Transplantation; Dilated cardiomyopathy; Sleep disordered breathing; Breathing; Anesthesia","score_opus":0.02219394670677668,"score_gpt":0.34159259818381754,"score_spread":0.3193986514770409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318502264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99809957,0.00010551917,0.0000927232,0.0002597281,0.000095766845,0.00044633684,0.000016413574,0.000015092202,0.0008688833],"genre_scores_gemma":[0.9995333,0.00010625848,0.00012746267,0.0000135530945,0.00015162634,0.000018191813,0.000011772414,0.000016916114,0.000020907944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851453,0.00006905426,0.0005479038,0.00026895377,0.00037928138,0.00022029935],"domain_scores_gemma":[0.9991865,0.00014497012,0.00015443598,0.0003011969,0.0001190256,0.00009387729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064277905,0.00011178174,0.00023931144,0.00070111745,0.000019562714,0.000004704169,0.000018893832,0.00011216578,0.00005256328],"category_scores_gemma":[0.0008049461,0.0000774086,0.00009387683,0.0005791315,0.000047481062,0.000114253904,0.000009793876,0.00019200583,0.0000044865324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004581213,0.00026802116,0.92237663,0.00013939667,0.000009355954,0.06503266,0.00030777272,0.00007736791,0.004533275,0.000020811924,0.000039408485,0.0067371745],"study_design_scores_gemma":[0.0023336904,0.00084933604,0.94873184,0.00012998377,0.000047502002,0.042145383,0.000040395767,0.00007654188,0.0053582005,0.00010495024,0.000038580984,0.00014361851],"about_ca_topic_score_codex":0.00020152083,"about_ca_topic_score_gemma":0.00007718564,"teacher_disagreement_score":0.026355183,"about_ca_system_score_codex":0.00036174958,"about_ca_system_score_gemma":0.00011903303,"threshold_uncertainty_score":0.31566313},"labels":[],"label_agreement":null},{"id":"W2318604166","doi":"10.5664/jcsm.5572","title":"Neck Circumference-Height Ratio as a Predictor of Sleep Related Breathing Disorder in Children and Adults","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Medicine; Circumference; Sleep (system call); Polysomnography; Sleep disordered breathing; Breathing; Audiology; Pediatrics; Obstructive sleep apnea; Physical therapy; Internal medicine; Anesthesia; Apnea","score_opus":0.020383133694198006,"score_gpt":0.3502464749661081,"score_spread":0.3298633412719101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318604166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878926,0.0017206215,0.00044242505,0.008214947,0.00043536702,0.0005236187,0.000008343177,0.000013963409,0.00074806623],"genre_scores_gemma":[0.9971752,0.0012809116,0.00037005058,0.00018118614,0.00084267993,0.0000037208947,0.0000054235534,0.000033210974,0.00010760079],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944951,0.0003817065,0.0030877804,0.00038953667,0.0012512272,0.0003946371],"domain_scores_gemma":[0.99533904,0.0016997,0.0011885931,0.0003785334,0.0007296631,0.0006644605],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0030075288,0.0002528184,0.0015361985,0.00047368457,0.000038747694,0.0000070480373,0.00028566044,0.00033996018,0.00085379055],"category_scores_gemma":[0.013394706,0.00013554547,0.00023112637,0.00047759915,0.0008384143,0.00028809032,0.00010903117,0.0011254614,0.000013345281],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022419405,0.00044023094,0.7789457,0.000054781674,0.00041035723,0.0001580432,0.00036290125,0.0000011692482,0.00087448297,0.00018573496,0.00008339974,0.21624129],"study_design_scores_gemma":[0.031679854,0.0052670287,0.95748276,0.0022239294,0.00029408012,0.00094459055,0.00016573562,0.00039356016,0.00018091961,0.0011027991,0.00013248618,0.0001322535],"about_ca_topic_score_codex":0.00009993406,"about_ca_topic_score_gemma":0.0000128482925,"teacher_disagreement_score":0.21610904,"about_ca_system_score_codex":0.0000842643,"about_ca_system_score_gemma":0.00014292228,"threshold_uncertainty_score":0.9949159},"labels":[],"label_agreement":null},{"id":"W2318834996","doi":"10.1179/crn.2013.011","title":"Dentistry’s Role in Sleep-Disordered Breathing","year":2013,"lang":"en","type":"editorial","venue":"CRANIO®","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sleep disordered breathing; Dentistry; Sleep (system call); Breathing; Medicine; Orthodontics; Psychology; Obstructive sleep apnea; Anesthesia; Computer science","score_opus":0.011040929497612968,"score_gpt":0.3006536847305228,"score_spread":0.2896127552329098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318834996","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023779564,0.0018687744,0.00012694339,0.0002843302,0.9563488,0.0015366351,0.00014153593,0.00016911645,0.015744306],"genre_scores_gemma":[0.04542273,0.0001461716,0.0008724164,0.000037480524,0.94305885,0.00024897303,0.0009738938,0.00026512722,0.008974333],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962766,0.00012337569,0.00052577624,0.00078540476,0.0015185619,0.00077027123],"domain_scores_gemma":[0.9978513,0.00044982423,0.00014869662,0.00080262934,0.0004673361,0.00028020868],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037316149,0.00043606933,0.0008438598,0.0004592634,0.00008232014,0.0001302156,0.00044445452,0.0012467067,0.0015387768],"category_scores_gemma":[0.0019419229,0.000428115,0.00019910187,0.00037759234,0.00015235452,0.00016590118,0.00025938815,0.0023954082,0.0014101012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021312329,0.00030446428,0.0024599717,0.000738679,0.00022780933,0.0008690909,0.00040636372,0.0000020906296,0.0020231043,0.00003410544,0.96565324,0.02706798],"study_design_scores_gemma":[0.007174554,0.00026885682,0.008306943,0.0005910338,0.00021492629,0.00008970524,0.00053286605,0.0008267684,0.0003139193,0.00062184245,0.98029244,0.00076612656],"about_ca_topic_score_codex":0.0015972573,"about_ca_topic_score_gemma":0.00015762533,"teacher_disagreement_score":0.026301853,"about_ca_system_score_codex":0.0005911904,"about_ca_system_score_gemma":0.0002450077,"threshold_uncertainty_score":0.9999061},"labels":[],"label_agreement":null},{"id":"W2318988345","doi":"10.1109/embc.2014.6944069","title":"Oxygen saturation resolution influences regularity measurements","year":2014,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital","funders":"Canadian Institutes of Health Research; University of British Columbia","keywords":"Artificial intelligence; Computer science; Algorithm","score_opus":0.05787460953502454,"score_gpt":0.3262489263078779,"score_spread":0.26837431677285334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318988345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9347807,0.000048393118,0.0065663876,0.0020477837,0.00013075313,0.00039525272,7.2354675e-7,0.00010353373,0.055926476],"genre_scores_gemma":[0.9944355,0.0000015697443,0.004582835,0.00021048034,0.00013588795,0.000009709987,0.000012822196,0.00000731796,0.00060386636],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987483,0.00010258227,0.00014498446,0.0001947364,0.0006237608,0.00018560505],"domain_scores_gemma":[0.99931556,0.000024872137,0.00003351282,0.0002467431,0.00027863937,0.000100683596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005985333,0.00007185507,0.00011109953,0.0000851966,0.00008294404,0.000022234735,0.00006373796,0.00006705331,0.00020092692],"category_scores_gemma":[0.00057671,0.000056185276,0.000036219004,0.00016738355,0.000069172376,0.00014291849,0.000032730943,0.00012470163,0.00014323296],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034165123,0.00014938715,0.2754934,0.0000872129,0.00011656096,0.000002530052,0.00014163395,0.000018234827,0.6430647,0.0071077435,0.0012393349,0.07223761],"study_design_scores_gemma":[0.0009757806,0.00019058827,0.9341336,0.00001782989,0.000028377111,0.00000967246,0.000042269337,0.004063152,0.0563864,0.000979461,0.0030874328,0.00008542787],"about_ca_topic_score_codex":0.0000987677,"about_ca_topic_score_gemma":0.000045567383,"teacher_disagreement_score":0.6586402,"about_ca_system_score_codex":0.00011592334,"about_ca_system_score_gemma":0.000019834064,"threshold_uncertainty_score":0.2291169},"labels":[],"label_agreement":null},{"id":"W2319004355","doi":"10.1007/bf03019943","title":"What is the best screening questionnaire for obstructive sleep apnea?","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Sleep (system call); Apnea; Physical therapy; Intensive care medicine; Internal medicine; Computer science","score_opus":0.01902691835945714,"score_gpt":0.2738979340634365,"score_spread":0.25487101570397935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319004355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9547064,0.006365322,0.0027457667,0.033739958,0.0012887977,0.0008262937,0.000009872673,0.000013281242,0.00030435532],"genre_scores_gemma":[0.99371994,0.00007995766,0.002526957,0.0006239215,0.0024056714,0.000007515624,0.0000054472202,0.00011411835,0.0005164731],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99551076,0.0001592973,0.0012139316,0.00036052943,0.0010607871,0.0016946888],"domain_scores_gemma":[0.99122876,0.00035852028,0.00084440474,0.00045878926,0.0030795175,0.0040300367],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003890934,0.000462796,0.00076839374,0.0013109456,0.0013291921,0.00065689185,0.00085993216,0.00032146845,0.00016135916],"category_scores_gemma":[0.0007740777,0.0003477901,0.0006610979,0.00083736615,0.0007418068,0.0012021018,0.000016034843,0.0017171272,0.00001839038],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001683464,0.00010804865,0.05274874,0.00017389844,0.0011684418,0.6072689,0.009283989,0.00016451084,0.00024126304,0.0017456466,0.0024440757,0.322969],"study_design_scores_gemma":[0.0019467602,0.0016657925,0.026537823,0.0005518409,0.00040232856,0.93660295,0.015069807,0.00019030475,0.0006336472,0.0007508947,0.015272935,0.00037489078],"about_ca_topic_score_codex":0.0034792298,"about_ca_topic_score_gemma":0.010459983,"teacher_disagreement_score":0.32933405,"about_ca_system_score_codex":0.0015982713,"about_ca_system_score_gemma":0.002458924,"threshold_uncertainty_score":0.9999709},"labels":[],"label_agreement":null},{"id":"W2319217577","doi":"10.1097/01.hcr.0000336138.71569.a2","title":"Pathophysiology of Obstructive Sleep Apnea","year":2008,"lang":"en","type":"review","venue":"Journal of Cardiopulmonary Rehabilitation and Prevention","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Airway; Pharyngeal muscles; Apnea; Ventilation (architecture); Sleep apnea; Sleep (system call); Breathing; Anesthesia","score_opus":0.025798562909750643,"score_gpt":0.34119893309851373,"score_spread":0.3154003701887631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319217577","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034217406,0.99455214,0.0003420466,0.000049430317,0.0003786324,0.000848353,0.000022108972,0.000006942171,0.00037862864],"genre_scores_gemma":[0.0025401257,0.9919597,0.005001406,0.0000044079807,0.00032614288,0.000022156917,0.000039811977,0.00003775351,0.0000685189],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99649423,0.0010112568,0.0014650173,0.00026926593,0.0005831735,0.00017702884],"domain_scores_gemma":[0.99652165,0.0007424921,0.0014308139,0.0002812569,0.00086340983,0.00016035017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062815356,0.0002808811,0.0024259489,0.00071026647,0.00005321555,0.0000063444563,0.000112757,0.0003357148,0.000029444416],"category_scores_gemma":[0.0007420591,0.00021807694,0.001702562,0.00038962206,0.00034378679,0.00020359718,0.000058416274,0.0006316988,0.0000040546633],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026668256,0.00011620647,0.00020454785,0.010668063,0.0006889746,0.00006828117,0.00017750348,0.000002142287,0.000053625598,0.00007030465,0.00004326848,0.9876404],"study_design_scores_gemma":[0.004678786,0.016523704,0.036142975,0.024994746,0.007648237,0.020027833,0.001460809,0.000076794924,0.000024512536,0.0149262445,0.87252146,0.00097391545],"about_ca_topic_score_codex":0.0000017488067,"about_ca_topic_score_gemma":1.060999e-7,"teacher_disagreement_score":0.9866665,"about_ca_system_score_codex":0.00017343264,"about_ca_system_score_gemma":0.00019587946,"threshold_uncertainty_score":0.88929194},"labels":[],"label_agreement":null},{"id":"W2319536378","doi":"10.15331/jdsm.4134","title":"A Novel Use of Complete Denture Prosthesis as Mandibular Advancement Device in the Treatment of Obstructive Sleep Apnea in Edentulous Subjects","year":2014,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Medicine; Dentistry; Prosthesis; Oral appliance; Orthodontics; Sleep apnea; Surgery; Anesthesia","score_opus":0.03381458014012208,"score_gpt":0.31040281531102804,"score_spread":0.27658823517090597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319536378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99527246,0.0012796924,0.00071800506,0.001104111,0.00027552948,0.001131783,0.000010719922,0.0000039141664,0.00020380817],"genre_scores_gemma":[0.997426,0.000262927,0.0017520275,0.0002189986,0.00024702694,0.00002508919,0.000013742011,0.00003254524,0.000021676304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959331,0.000294101,0.0013422519,0.00028581618,0.0017165856,0.00042811414],"domain_scores_gemma":[0.99746025,0.0006468495,0.0008896193,0.0004249827,0.00036630896,0.00021201103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087356655,0.00032635292,0.0011902272,0.0006700501,0.000041851552,0.000010896876,0.00033739762,0.000119723634,0.00012309541],"category_scores_gemma":[0.00067229546,0.00019684693,0.00021748347,0.00082722626,0.00041279662,0.00021722667,0.000060772883,0.0004205974,0.0000044307008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006374505,0.0053801695,0.7872956,0.0003960169,0.0007789648,0.001146115,0.009334568,0.0003632394,0.1260115,0.00030765793,0.000025463254,0.06258623],"study_design_scores_gemma":[0.029639212,0.01771491,0.9159612,0.0010628223,0.0007686749,0.0028340595,0.008433988,0.0016926054,0.018906685,0.0001853293,0.002524927,0.0002755586],"about_ca_topic_score_codex":0.0005895404,"about_ca_topic_score_gemma":0.00041820138,"teacher_disagreement_score":0.12866566,"about_ca_system_score_codex":0.00066772563,"about_ca_system_score_gemma":0.00003869498,"threshold_uncertainty_score":0.8027185},"labels":[],"label_agreement":null},{"id":"W2322240159","doi":"10.1016/j.cjca.2013.07.215","title":"Repetitive OSA Promotes Atrial Fibrillation by Impairing Atrial Conduction","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Obstructive sleep apnea; Internal medicine; Sleep apnea","score_opus":0.019974224122606098,"score_gpt":0.2773539974002361,"score_spread":0.25737977327763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322240159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920751,0.00089515,0.00073340785,0.0023603952,0.0015150353,0.00045323026,0.000020772173,0.000007810823,0.001939136],"genre_scores_gemma":[0.99128586,0.000023858367,0.00020733895,0.00002213311,0.008331158,9.951544e-7,0.000016715365,0.000017544773,0.000094414645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986198,0.00026311143,0.0003866573,0.00015944794,0.00019962933,0.00037138327],"domain_scores_gemma":[0.998149,0.00012641522,0.00019208096,0.00014546204,0.00075187365,0.0006352156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053047435,0.000113115486,0.0004502596,0.00033479213,0.000092330716,0.000031704927,0.00008108288,0.00017394334,0.0002446495],"category_scores_gemma":[0.001308603,0.000098920056,0.00040082494,0.00015089936,0.00021496332,0.00020908413,0.000011105865,0.00037237006,0.000051308507],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012387001,0.000002542867,0.6514106,0.0000898848,0.0034356604,0.00066020316,0.0008556491,0.0013626285,0.08864612,0.0005458581,0.033486716,0.21826546],"study_design_scores_gemma":[0.02756056,0.010345488,0.53953886,0.000314297,0.0018005494,0.025457216,0.003161308,0.0008215811,0.022112349,0.0051527754,0.36244172,0.0012933165],"about_ca_topic_score_codex":0.0022178856,"about_ca_topic_score_gemma":0.00019010375,"teacher_disagreement_score":0.328955,"about_ca_system_score_codex":0.00045063952,"about_ca_system_score_gemma":0.0006728885,"threshold_uncertainty_score":0.4033843},"labels":[],"label_agreement":null},{"id":"W2322485262","doi":"10.1097/01.aoa.0000460384.37231.30","title":"Maternal Sleep-disordered Breathing and Adverse Pregnancy Outcomes","year":2015,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Login; Internet privacy; Logo (programming language); Medical emergency; Computer security; Computer science","score_opus":0.028426906462496345,"score_gpt":0.28127275440726757,"score_spread":0.2528458479447712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322485262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905507,0.002188582,0.000043253585,0.0011173749,0.000109444256,0.0005708642,0.000002639859,0.00014556505,0.0052715545],"genre_scores_gemma":[0.99653214,0.00004054818,0.0010129088,0.00013574041,0.000044731136,0.00002204728,0.000012282014,0.000058362726,0.0021412384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979226,0.00007844026,0.00031052393,0.00044061395,0.0007354097,0.0005123836],"domain_scores_gemma":[0.9984609,0.000221973,0.0001009492,0.0004521838,0.00022009767,0.00054388423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017639551,0.00027811198,0.00046179735,0.0003683609,0.00010015581,0.00005487961,0.00017715033,0.00014152835,0.000061657585],"category_scores_gemma":[0.00067460915,0.00022452841,0.00009710809,0.0005454515,0.00016919113,0.0002646858,0.00008537873,0.0002778803,0.00021781228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058852802,0.00014256702,0.97335494,0.00008344048,0.0000720225,0.0021720275,0.00060057687,0.000003958755,0.000077161916,0.0003575159,0.00002318869,0.023053762],"study_design_scores_gemma":[0.003798424,0.00029476715,0.9902422,0.00012373924,0.000099137265,0.0017896704,0.0010411647,0.0003106799,0.00034514169,0.000095965,0.0015959021,0.00026322936],"about_ca_topic_score_codex":0.00020761405,"about_ca_topic_score_gemma":0.000003407979,"teacher_disagreement_score":0.02279053,"about_ca_system_score_codex":0.00017634798,"about_ca_system_score_gemma":0.00006547378,"threshold_uncertainty_score":0.9156003},"labels":[],"label_agreement":null},{"id":"W2322548148","doi":"10.15331/jdsm.3730","title":"ORal Appliance Network on Global Effectiveness (ORANGE): Start-Up and Design Description","year":2014,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université de Montréal; University of British Columbia","funders":"","keywords":"Orange (colour); Network planning and design; Computer science; Environmental science; Telecommunications; Chemistry; Food science","score_opus":0.03592307674742373,"score_gpt":0.3195818733245519,"score_spread":0.28365879657712817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322548148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9160279,0.0011235554,0.07936512,0.00064367,0.0013230819,0.00060677435,0.0000017250428,0.000019935305,0.0008882538],"genre_scores_gemma":[0.995768,0.000049669598,0.0022993663,0.00039154297,0.0014160445,0.0000077154045,0.000003895814,0.000025096377,0.000038674065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973653,0.00046229587,0.00047799118,0.0002499169,0.0010487506,0.0003957784],"domain_scores_gemma":[0.99848735,0.00033400615,0.00028089984,0.00019950928,0.00023802462,0.0004601872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022600202,0.00023416248,0.0006833562,0.00011559206,0.00010151585,0.000020904032,0.00014874512,0.00011368812,0.00011827568],"category_scores_gemma":[0.00052060746,0.00016517051,0.00009205356,0.00041662192,0.000336829,0.00018400057,0.000060160797,0.00048566124,0.000024886831],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016739111,0.00047053845,0.6424493,0.00032099796,0.0005485454,0.00057409913,0.00023649573,0.00067361834,0.015894167,0.00069775473,0.002975716,0.31841967],"study_design_scores_gemma":[0.020457154,0.013082026,0.95108294,0.0013227054,0.0005631962,0.0027627584,0.0003196553,0.0038937794,0.0018922752,0.0022432185,0.0020975599,0.00028270343],"about_ca_topic_score_codex":0.000028364975,"about_ca_topic_score_gemma":0.000011654395,"teacher_disagreement_score":0.31813696,"about_ca_system_score_codex":0.0005906615,"about_ca_system_score_gemma":0.00003096486,"threshold_uncertainty_score":0.6735458},"labels":[],"label_agreement":null},{"id":"W2323640862","doi":"10.1097/01.sa.0000460955.58943.3b","title":"A Matched Cohort Study of Postoperative Outcomes in Obstructive Sleep Apnea","year":2015,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manitoba Health","funders":"","keywords":"Medicine; Obstructive sleep apnea; Cohort; Sleep apnea; Pediatrics; Physical therapy; Internal medicine","score_opus":0.05687847771497187,"score_gpt":0.339660654684881,"score_spread":0.28278217696990915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323640862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99798256,0.000051247018,0.000007658558,0.00012067902,0.00008584817,0.0013635125,0.00001588297,0.00001493617,0.00035769268],"genre_scores_gemma":[0.9995323,0.0000012848185,0.00026536334,0.000043232823,0.000007190545,0.000046157835,0.000031424934,0.000023713208,0.000049366678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99660116,0.0016056779,0.0006248954,0.00040442086,0.0004421743,0.00032166071],"domain_scores_gemma":[0.9973785,0.0007660802,0.00020173339,0.00048537453,0.0010200255,0.00014824087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002078475,0.00020292954,0.0013052594,0.00036600063,0.000017797596,0.0000026134092,0.00021399392,0.00016191653,0.000048093476],"category_scores_gemma":[0.0024297256,0.00015885316,0.000060479626,0.0005083595,0.00041823272,0.000064303116,0.00010227007,0.0002798544,0.000015871074],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014066966,0.0012580302,0.9918694,0.000017392102,0.00026149172,0.00011323107,0.0030206183,0.00002218045,0.000904798,0.0000313704,0.000006236319,0.0010885862],"study_design_scores_gemma":[0.0039656726,0.004467449,0.9850045,0.0000064127494,0.000033530658,0.000038957332,0.0049873316,0.00008541408,0.0012093739,0.00008294233,0.0000026039693,0.00011585278],"about_ca_topic_score_codex":0.007505714,"about_ca_topic_score_gemma":0.0014436318,"teacher_disagreement_score":0.0068649095,"about_ca_system_score_codex":0.00010856345,"about_ca_system_score_gemma":0.00011729645,"threshold_uncertainty_score":0.99910337},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2324870484","doi":"10.1016/s1499-2671(09)33174-3","title":"Prevalence of obstructive sleep apnea in patients with metabolic syndrome","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Metabolic syndrome; Diabetes mellitus; Type 2 diabetes; Sleep apnea; Disease; Stroke (engine); Pediatrics; Internal medicine; Sleep (system call); Physical therapy; Endocrinology","score_opus":0.0075373785205267545,"score_gpt":0.226727809792656,"score_spread":0.21919043127212925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324870484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99797666,0.001171986,0.0000044087474,0.00020778843,0.000085083724,0.00023993566,0.000033062643,0.0000021871822,0.0002788761],"genre_scores_gemma":[0.99931353,0.0000022065478,0.00054832484,0.00007037978,0.0000307545,0.0000014341063,0.0000020510377,0.000014314626,0.000016977767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985464,0.00006457212,0.0003920597,0.00014031422,0.00041889993,0.0004377193],"domain_scores_gemma":[0.9982822,0.00005440514,0.00022853124,0.00019935596,0.00059939857,0.00063612737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021953329,0.0001365575,0.00047049168,0.0007757322,0.000031035102,0.000013012629,0.0002089224,0.000062929896,0.00013774676],"category_scores_gemma":[0.00032234043,0.00010783731,0.000079486934,0.00048957905,0.00019480744,0.00023370209,0.0000068507347,0.0003498523,0.000003503637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002258426,0.00006136434,0.9843857,0.000067740315,0.00011741768,0.00004541804,0.00020409952,0.0000147948385,0.00015821142,0.00008486648,0.0000058287555,0.014831944],"study_design_scores_gemma":[0.0020564317,0.00140816,0.9946601,0.00019111569,0.00010577127,0.000014601939,0.000069724636,0.000024834286,0.001167951,0.00018342049,0.000022174523,0.000095740426],"about_ca_topic_score_codex":0.00008519498,"about_ca_topic_score_gemma":0.00018079158,"teacher_disagreement_score":0.0147362035,"about_ca_system_score_codex":0.00016896601,"about_ca_system_score_gemma":0.00033151632,"threshold_uncertainty_score":0.43974778},"labels":[],"label_agreement":null},{"id":"W2324936118","doi":"10.1097/jcn.0b013e31820a048e","title":"Prevalence of Obstructive Sleep Apnea, Associated Risk Factors, and Quality of Life Among Indian Congestive Heart Failure Patients","year":2011,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Nursing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Epworth Sleepiness Scale; Obstructive sleep apnea; Excessive daytime sleepiness; Quality of life (healthcare); Body mass index; Physical therapy; Internal medicine; Sleep apnea; Anthropometry; Population; Cardiology; Sleep disorder; Apnea; Polysomnography; Insomnia; Psychiatry","score_opus":0.02756299716288638,"score_gpt":0.27184785439932047,"score_spread":0.2442848572364341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324936118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959155,0.0027982965,0.00047909087,0.00002137636,0.00017950838,0.00043978516,0.000052175554,0.0000063682583,0.00010793501],"genre_scores_gemma":[0.99933964,0.00010483962,0.0004686787,0.0000036520953,0.000052697415,8.8039684e-7,0.0000020302907,0.000025424262,0.0000021792962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99584126,0.0016142561,0.0007699159,0.00017542181,0.0013155644,0.0002835779],"domain_scores_gemma":[0.99633384,0.00039629993,0.0010299241,0.0004371738,0.0015511966,0.00025157514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028615925,0.00020340596,0.0010629286,0.00021298329,0.00010646436,0.000007952019,0.00021580592,0.0001481419,0.000020011195],"category_scores_gemma":[0.00302603,0.00013711753,0.000708237,0.00030159316,0.0010171622,0.00025553972,0.00005475454,0.0006982917,4.3471155e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063410896,0.00021030847,0.9783643,0.00017429178,0.0052624913,0.0000034924315,0.010150563,0.00005200413,0.00043568376,0.000007664628,0.0000061079018,0.0046989922],"study_design_scores_gemma":[0.0024858152,0.0005820093,0.97805685,0.00040668994,0.0021931503,0.000022793593,0.004316666,0.00003525995,0.011665806,0.00012035267,0.000002501703,0.00011209463],"about_ca_topic_score_codex":0.0004034171,"about_ca_topic_score_gemma":0.0000044958624,"teacher_disagreement_score":0.011230122,"about_ca_system_score_codex":0.00018176223,"about_ca_system_score_gemma":0.00007058131,"threshold_uncertainty_score":0.5591491},"labels":[],"label_agreement":null},{"id":"W2325301090","doi":"10.1016/j.neubiorev.2016.03.026","title":"Structural and functional neural adaptations in obstructive sleep apnea: An activation likelihood estimation meta-analysis","year":2016,"lang":"en","type":"review","venue":"Neuroscience & Biobehavioral Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Kermanshah University of Medical Sciences; National Institute for Health and Care Research; Wellcome Trust; Wellcome","keywords":"Insula; Functional magnetic resonance imaging; Amygdala; Neuroscience; Voxel-based morphometry; Obstructive sleep apnea; Neuroimaging; Hippocampus; Psychology; Functional neuroimaging; Functional imaging; Medicine; Magnetic resonance imaging; Cardiology; White matter; Radiology","score_opus":0.2719311922519132,"score_gpt":0.4362777548439297,"score_spread":0.16434656259201652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325301090","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035666572,0.9904907,0.0015948515,0.00003263736,0.00031751196,0.0037277075,0.00018051677,0.00006615428,0.00002327908],"genre_scores_gemma":[0.019641453,0.97604465,0.002142253,0.00016306694,0.00014428742,0.0012495981,0.00045707854,0.000094011666,0.00006359857],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99409574,0.00077916903,0.001555449,0.0017100023,0.0011329413,0.00072667643],"domain_scores_gemma":[0.99726033,0.000035473724,0.0009528266,0.0009737928,0.00028248059,0.0004950835],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008857505,0.0008580627,0.0040700454,0.0016789226,0.00029248177,0.00020049774,0.00036902068,0.00033527391,0.0003806338],"category_scores_gemma":[0.00072331075,0.0005407794,0.0017725141,0.0035272194,0.0005709325,0.0013896009,0.00019263441,0.00090426847,0.000035368328],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015955946,0.00008249315,0.0002571156,0.00058160635,0.000078236924,0.0000146216225,0.000036351154,0.00000830563,0.0001980915,0.000058100883,0.0000035618116,0.9986656],"study_design_scores_gemma":[0.0014725652,0.0013350176,0.06936225,0.00110199,0.32768482,0.0005512881,0.00010411118,0.016461678,0.000017668815,0.00019712401,0.57940644,0.0023050508],"about_ca_topic_score_codex":0.00006588631,"about_ca_topic_score_gemma":0.00004446445,"teacher_disagreement_score":0.9963605,"about_ca_system_score_codex":0.00041480295,"about_ca_system_score_gemma":0.00018522431,"threshold_uncertainty_score":0.99970436},"labels":[],"label_agreement":null},{"id":"W2325341508","doi":"10.17921/2447-8938.2016v18n1p56-62","title":"Aparelho Intraoral de Controle Lingual para o Controle da SAOS Grave","year":2016,"lang":"pt","type":"article","venue":"Journal of Health Sciences","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Association of Nurses in Oncology","funders":"","keywords":"Medicine; Dentistry; Orthodontics","score_opus":0.07013817036124265,"score_gpt":0.41612693475502865,"score_spread":0.345988764393786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325341508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89118135,0.020825047,0.006300664,0.07768964,0.0026182015,0.0007523781,0.000045246263,0.000020190373,0.00056725385],"genre_scores_gemma":[0.99443364,0.0006891965,0.0009518257,0.0017622686,0.0017735453,0.000004825063,4.373322e-7,0.000023573315,0.00036066014],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99250716,0.0010651589,0.0018631247,0.0004577406,0.0023232172,0.0017836085],"domain_scores_gemma":[0.99427795,0.0013309523,0.0018163256,0.00030192747,0.000934598,0.0013382196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012504226,0.00031777128,0.0012860792,0.00067185296,0.00065714534,0.00017464336,0.000878002,0.00017072762,0.0004674289],"category_scores_gemma":[0.0030392567,0.00018332781,0.00030002583,0.0006630682,0.0018606359,0.0005030228,0.000109037355,0.0008758379,0.0001071232],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035570888,0.0010947331,0.40076095,0.0005103695,0.0006320774,0.0007302372,0.005827923,0.00007250083,0.041089427,0.0032583901,0.006095614,0.5363707],"study_design_scores_gemma":[0.072444044,0.060352914,0.7503201,0.008918688,0.0007274042,0.0062327646,0.03552761,0.010543561,0.019241817,0.007964482,0.025935447,0.0017911704],"about_ca_topic_score_codex":0.00034004348,"about_ca_topic_score_gemma":0.00006401016,"teacher_disagreement_score":0.5345795,"about_ca_system_score_codex":0.0010234013,"about_ca_system_score_gemma":0.004707785,"threshold_uncertainty_score":0.8351408},"labels":[],"label_agreement":null},{"id":"W2325362871","doi":"10.1038/sj.ijo.0801172","title":"Muscle fiber area distribution of musculus uvulae in obstructive sleep apnea and non-apneic snorers","year":2000,"lang":"en","type":"article","venue":"International Journal of Obesity","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre hospitalier de l'Université Laval; Université Laval","funders":"Medical Research Council","keywords":"Medicine; Fiber type; Apnea; Fiber; Airway; Distribution (mathematics); Analysis of variance; Anesthesia; Anatomy; Internal medicine; Skeletal muscle; Chemistry; Mathematics","score_opus":0.010068881627260391,"score_gpt":0.27755244800098994,"score_spread":0.26748356637372955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325362871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973606,0.00010008195,0.00040836507,0.00046901847,0.00019625372,0.00014713583,0.000045989822,0.000004170369,0.0012684034],"genre_scores_gemma":[0.9991808,0.000041908403,0.00048777252,0.000028100954,0.00014730483,0.0000019353217,0.000021492953,0.000009788039,0.000080892445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983295,0.000059729926,0.0004900816,0.00016270687,0.00077926234,0.00017870172],"domain_scores_gemma":[0.9986944,0.00010126923,0.00021918183,0.000119756995,0.0007259183,0.00013942772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035777074,0.00012160799,0.00031031267,0.00023040647,0.000027485778,0.000018937582,0.00020432894,0.00007940771,0.0008384664],"category_scores_gemma":[0.00022180141,0.00010671817,0.00013194027,0.00018638499,0.00018509496,0.0002582984,0.000058767277,0.00036998367,0.0000143170255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001825974,0.000961318,0.6560144,0.000059026876,0.0005874333,0.0006871436,0.00102324,0.0004035755,0.0076478994,0.00012590218,0.00010926474,0.33055484],"study_design_scores_gemma":[0.0026373302,0.00021525868,0.99082756,0.00009260789,0.0000436724,0.00030377775,0.00022673392,0.0014765806,0.0033424261,0.0003560814,0.00039583686,0.00008215094],"about_ca_topic_score_codex":0.000121780606,"about_ca_topic_score_gemma":0.000016699492,"teacher_disagreement_score":0.33481318,"about_ca_system_score_codex":0.00034036988,"about_ca_system_score_gemma":0.00004920474,"threshold_uncertainty_score":0.9180619},"labels":[],"label_agreement":null},{"id":"W2325655943","doi":"10.5664/jcsm.5704","title":"Medium Increased Risk for Central Sleep Apnea but Not Obstructive Sleep Apnea in Long-Term Opioid Users: A Systematic Review and Meta-Analysis","year":2016,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Obstructive sleep apnea; Meta-analysis; Opioid; Sleep apnea; Apnea; Polysomnography; Apnea–hypopnea index; Anesthesia; Central sleep apnea; Hypopnea; Internal medicine","score_opus":0.11676336592515266,"score_gpt":0.4403100697238781,"score_spread":0.3235467037987254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325655943","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028916675,0.9822214,0.0037443505,0.002319929,0.0009981564,0.009783934,0.00056382274,0.000035517663,0.000043678552],"genre_scores_gemma":[0.0016375113,0.992243,0.0012181485,0.001172605,0.002590716,0.0005935287,0.00016990886,0.00023340665,0.00014115454],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9723007,0.005586491,0.01531614,0.0017192013,0.0034434712,0.0016340028],"domain_scores_gemma":[0.9599041,0.019844271,0.012995647,0.0020654285,0.0024714293,0.0027191243],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","metaepi_broad","research_integrity"],"category_scores_codex":[0.020712323,0.001851572,0.042153988,0.0024808063,0.00016620274,0.00007053502,0.0016238327,0.001427794,0.0012652067],"category_scores_gemma":[0.055848334,0.00095511647,0.0115148425,0.0023606236,0.00147129,0.00044406002,0.0004043071,0.004546879,0.000039109236],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009729371,0.0006258652,0.0022859375,0.5779114,0.31053975,0.00097568193,0.00010466725,6.094124e-7,0.0000011468609,0.00001888552,0.00010073197,0.10646238],"study_design_scores_gemma":[0.008353478,0.0022801452,0.0037637022,0.08284274,0.89693683,0.0010586329,0.00008044178,0.00011301915,0.0000022771283,0.00005349934,0.0037069446,0.00080828863],"about_ca_topic_score_codex":0.00007636239,"about_ca_topic_score_gemma":0.000050048977,"teacher_disagreement_score":0.58639705,"about_ca_system_score_codex":0.0007528933,"about_ca_system_score_gemma":0.0005333378,"threshold_uncertainty_score":0.9998686},"labels":[],"label_agreement":null},{"id":"W2325768890","doi":"10.5664/jcsm.4282","title":"Effect of CPAP Treatment for Obstructive Sleep Apnea Hypopnea Syndrome on Lipid Profile: A Meta-Regression Analysis","year":2014,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Dyslipidemia; Obstructive sleep apnea; Internal medicine; Triglyceride; Sleep apnea; Continuous positive airway pressure; Lipid profile; Population; Gastroenterology; Cholesterol; Endocrinology; Obesity","score_opus":0.1408998293587896,"score_gpt":0.4969059531560044,"score_spread":0.35600612379721475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325768890","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040525007,0.98396116,0.0016496958,0.0006957588,0.0028094419,0.00607405,0.00018837387,0.00003691771,0.0005320696],"genre_scores_gemma":[0.015059108,0.9744084,0.0019865327,0.0001329195,0.0067409114,0.00055229384,0.00034221023,0.00030268554,0.00047497547],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9822066,0.004060564,0.008614361,0.0012201316,0.002998249,0.0009000907],"domain_scores_gemma":[0.9590801,0.026940003,0.009255294,0.0016015978,0.0016711632,0.0014518232],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":["metaepi_narrow","metaepi_broad","research_integrity"],"category_scores_codex":[0.012862857,0.0016419798,0.029537054,0.0026398192,0.00013000832,0.00002113702,0.00092629733,0.0013591606,0.0008958706],"category_scores_gemma":[0.021909643,0.0007165264,0.014557279,0.002195802,0.0010330785,0.00013044862,0.00015434514,0.002612131,0.00004200054],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00463087,0.0009134786,0.00040796184,0.013322931,0.09950928,0.0004129551,0.000032176158,0.000008744926,0.0000042255106,0.000024159193,0.00019480575,0.8805384],"study_design_scores_gemma":[0.021400636,0.12679973,0.0007513417,0.01521426,0.53922427,0.0014028139,0.00003392665,0.0007830639,0.000093050396,0.00003914673,0.2935495,0.00070824486],"about_ca_topic_score_codex":0.000014869392,"about_ca_topic_score_gemma":0.0000026791379,"teacher_disagreement_score":0.8798302,"about_ca_system_score_codex":0.0006791969,"about_ca_system_score_gemma":0.00031414506,"threshold_uncertainty_score":0.9999373},"labels":[],"label_agreement":null},{"id":"W2325859903","doi":"10.5665/sleep.4234","title":"The Patient's or Society's: Whose Quality of Life is it Anyway?","year":2014,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health; Centre for Advancing Health Outcomes; University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Quality of life (healthcare); Quality (philosophy); Psychology; Medicine; Gerontology; Psychotherapist; Philosophy; Epistemology","score_opus":0.06814953627737533,"score_gpt":0.3554204990256242,"score_spread":0.2872709627482489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325859903","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014942983,0.00088765495,0.00015371434,0.9752348,0.00080006337,0.0013553774,0.00018730633,0.00006051533,0.0063775927],"genre_scores_gemma":[0.027644046,0.00017462794,0.00049856,0.9583901,0.004190401,0.00012226541,0.00023726816,0.00015907268,0.008583646],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99537474,0.0004502738,0.0008976437,0.00060731336,0.0019107185,0.0007593313],"domain_scores_gemma":[0.9960582,0.0009886704,0.00054176996,0.0015494982,0.00066430226,0.0001975073],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008882466,0.00040098067,0.0009067517,0.00008660446,0.0002046151,0.00005342583,0.00055154867,0.00081345375,0.0015733003],"category_scores_gemma":[0.0013504409,0.0002382284,0.00068552885,0.00031080958,0.00068146567,0.000059937232,0.00028995247,0.002340341,0.0003367488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030271817,0.00007024233,0.0015074975,0.0008332041,0.0006769756,0.000031554915,0.00097434735,1.5908742e-7,0.00014068227,0.000024456513,0.9818277,0.013610482],"study_design_scores_gemma":[0.0014525059,0.00046176533,0.0012065828,0.000103139566,0.00016314759,0.000009722412,0.000688005,0.00013536241,0.00047946916,0.00009747484,0.9949181,0.00028474422],"about_ca_topic_score_codex":0.00017849226,"about_ca_topic_score_gemma":0.000014631723,"teacher_disagreement_score":0.016844679,"about_ca_system_score_codex":0.00020069261,"about_ca_system_score_gemma":0.00017852045,"threshold_uncertainty_score":0.9999613},"labels":[],"label_agreement":null},{"id":"W2325886505","doi":"10.1007/bf03019944","title":"Postoperative complications among obstructive sleep apnea patients","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Sleep apnea; Apnea; Anesthesia; Cardiology; Intensive care medicine; Computer science","score_opus":0.013127250754124922,"score_gpt":0.25198840023216107,"score_spread":0.23886114947803616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325886505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907583,0.00027777124,0.00021971986,0.004178634,0.00038359358,0.00046666304,0.000013928162,0.000012360202,0.0036890204],"genre_scores_gemma":[0.9975659,0.0000062965078,0.0013385378,0.00025405645,0.00050049124,0.0000034432742,0.000020439233,0.00008756927,0.00022322363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995709,0.0001751191,0.0012746946,0.0003471285,0.0010429729,0.0014510897],"domain_scores_gemma":[0.98891026,0.00018444152,0.0008245732,0.0004011784,0.0041469987,0.005532526],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015784819,0.00043820235,0.0007847904,0.0018532417,0.00088208937,0.00022651079,0.0006748682,0.00028480627,0.00028355315],"category_scores_gemma":[0.0007023024,0.0003920066,0.00041195782,0.0009734314,0.0008248572,0.00070716254,0.000016907428,0.0017831341,0.000044064243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044026913,0.00016451394,0.563007,0.000031757896,0.00047354863,0.40045404,0.0032690044,0.00006744599,0.00015047596,0.0009720528,0.0012453366,0.02972456],"study_design_scores_gemma":[0.0014295921,0.0010595474,0.50926065,0.000076875884,0.000113998794,0.48305336,0.0015046817,0.00003221932,0.0002624776,0.000143041,0.002813688,0.00024988098],"about_ca_topic_score_codex":0.004598532,"about_ca_topic_score_gemma":0.012746239,"teacher_disagreement_score":0.08259933,"about_ca_system_score_codex":0.0026424774,"about_ca_system_score_gemma":0.0022875797,"threshold_uncertainty_score":0.9998532},"labels":[],"label_agreement":null},{"id":"W2326397380","doi":"10.15331/jdsm.4138","title":"Current Barriers and Study Needs for Oral Appliance Therapy: The Personal Perspective of a Physician and Dentist","year":2014,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sleep medicine; Medicine; Obstructive sleep apnea; Expansive; Cohort; Oral appliance; Gerontology; Sleep apnea; Family medicine; Sleep disorder; Insomnia; Psychiatry","score_opus":0.022599623360232243,"score_gpt":0.34736352277928667,"score_spread":0.3247638994190544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326397380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913382,0.0049723885,0.0007648006,0.001644352,0.0002867324,0.0008297202,0.0000042742795,0.000003594285,0.00015596252],"genre_scores_gemma":[0.99886125,0.00015381572,0.00010429408,0.00017555656,0.00065291295,0.0000136344925,9.827257e-7,0.000019781583,0.000017742925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983885,0.00011594539,0.00037377456,0.00016363809,0.00074705516,0.0002110437],"domain_scores_gemma":[0.9986994,0.00021408868,0.00030473268,0.00012607453,0.00038645166,0.00026925246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009753958,0.00016557776,0.00053611177,0.00018366487,0.00012337186,0.00001369872,0.000137529,0.000033183598,0.00003784801],"category_scores_gemma":[0.00035545332,0.000093920935,0.00009559268,0.00026802134,0.00069886766,0.000100121244,0.000060472597,0.00036261353,4.9689896e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00407058,0.00090594805,0.6932623,0.00016204645,0.001134338,0.000033846864,0.022252342,0.0000012425832,0.012344834,0.00067495246,0.0005612976,0.26459628],"study_design_scores_gemma":[0.034972303,0.01783158,0.7250163,0.0003864233,0.0010602575,0.0008233728,0.21257721,0.002162144,0.001224746,0.00093925133,0.0027486137,0.00025777923],"about_ca_topic_score_codex":0.000039972925,"about_ca_topic_score_gemma":0.000019165873,"teacher_disagreement_score":0.2643385,"about_ca_system_score_codex":0.000115885916,"about_ca_system_score_gemma":0.000027045515,"threshold_uncertainty_score":0.38299847},"labels":[],"label_agreement":null},{"id":"W2327028684","doi":"10.1167/iovs.14-14389","title":"Retinal Sensitivity Is Reduced in Patients With Obstructive Sleep Apnea","year":2014,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Instituto de Salud Carlos III","keywords":"Medicine; Obstructive sleep apnea; Retinal; Ophthalmology; Sleep apnea; Apnea; Sleep (system call); Sensitivity (control systems); Anesthesia; Cardiology; Computer science","score_opus":0.024361829104646588,"score_gpt":0.32365953314946183,"score_spread":0.29929770404481526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327028684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945231,0.0000043225923,0.000019903611,0.00061498873,0.00015987699,0.00074047456,0.000010733551,0.000038596085,0.0038880112],"genre_scores_gemma":[0.99647427,1.01647124e-7,0.0030243516,0.00030845957,0.00006979086,0.00003438314,0.000011043695,0.00002935626,0.000048232007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956073,0.0005571256,0.00036198413,0.0012197264,0.0012654347,0.0009884405],"domain_scores_gemma":[0.997387,0.0003374511,0.00020414297,0.00047576762,0.0009792564,0.00061636115],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015032098,0.00034452492,0.0005492449,0.00053355045,0.00031428944,0.000043902215,0.0002995076,0.00015865783,0.00012888253],"category_scores_gemma":[0.0024632425,0.0002793774,0.000057255365,0.0022309877,0.009580191,0.0004961008,0.00030425636,0.0007441668,0.00008859415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004321712,0.00026138368,0.7888169,0.00001797161,0.000026713155,0.00016866102,0.0009268081,0.0000059372296,0.20736305,0.00015926159,0.0000032157527,0.0018179045],"study_design_scores_gemma":[0.0016815568,0.0020109597,0.8004881,0.000046574456,0.000019679163,0.00019676612,0.00020211196,0.001997864,0.19214427,0.00096790877,0.0000042322913,0.0002399855],"about_ca_topic_score_codex":0.00014716394,"about_ca_topic_score_gemma":0.000004248466,"teacher_disagreement_score":0.015218785,"about_ca_system_score_codex":0.00046628396,"about_ca_system_score_gemma":0.0002629494,"threshold_uncertainty_score":0.99996585},"labels":[],"label_agreement":null},{"id":"W2328699744","doi":"10.5664/jcsm.4590","title":"Commercial Drivers with Sleep Apnea: It’s Still Hit or Miss","year":2015,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Medicine; Sleep apnea; Sleep (system call); Obstructive sleep apnea; Apnea; Sleep apnea syndromes; Polysomnography; Medical emergency; Anesthesia","score_opus":0.1462638569335242,"score_gpt":0.43523108210229605,"score_spread":0.2889672251687718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328699744","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00875739,0.0007129205,0.00090135034,0.97506154,0.0070890007,0.0011193467,0.00004525115,0.000055727767,0.006257451],"genre_scores_gemma":[0.025445389,0.00049796246,0.003801869,0.8313502,0.13104433,0.000018112327,0.000223005,0.00041170898,0.0072074113],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9852658,0.0011758037,0.0049512363,0.000901083,0.0064230138,0.0012830785],"domain_scores_gemma":[0.98221993,0.0046849353,0.003712026,0.0012412268,0.0060502556,0.002091628],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.006729907,0.0010133315,0.0056612515,0.00097338535,0.000110546935,0.00004444584,0.0013675037,0.002273575,0.0036041355],"category_scores_gemma":[0.018697329,0.0005487967,0.0009434899,0.0008847152,0.0026090806,0.00027211357,0.0002707707,0.015553219,0.00018219916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01001855,0.00046273082,0.013194484,0.0004105101,0.0026463368,0.028260909,0.00030631182,0.000004864197,0.000007415733,0.0000029232397,0.8655554,0.079129584],"study_design_scores_gemma":[0.027487867,0.020209389,0.00861747,0.0016220207,0.0040087895,0.0034297358,0.0004523785,0.00020491309,0.000009481052,0.00006709902,0.933326,0.00056484505],"about_ca_topic_score_codex":0.00006106498,"about_ca_topic_score_gemma":0.00004446396,"teacher_disagreement_score":0.14371134,"about_ca_system_score_codex":0.00062131527,"about_ca_system_score_gemma":0.0011621236,"threshold_uncertainty_score":0.9996964},"labels":[],"label_agreement":null},{"id":"W2329187410","doi":"10.1097/hjh.0000000000000327","title":"Relationship of circadian pattern of urine sodium excretion to hypertension and obstructive sleep apnoea","year":2014,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto General Hospital; University Health Network; University of Toronto; Toronto Rehabilitation Institute; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"","keywords":"Medicine; Circadian rhythm; Sleep (system call); Excretion; Urine; Endocrinology; Internal medicine; Sodium","score_opus":0.03573628036745363,"score_gpt":0.2684792265572423,"score_spread":0.2327429461897887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329187410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99476653,0.00024289747,0.0023723037,0.0019075412,0.0002666344,0.00025706066,0.000003635256,0.0000070021983,0.00017641288],"genre_scores_gemma":[0.99669945,0.000025770902,0.0028143267,0.00019352612,0.0002134686,0.0000012875068,0.0000045442516,0.000027857654,0.00001976597],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9979699,0.00016225304,0.0007221248,0.00020546978,0.0007238121,0.00021640083],"domain_scores_gemma":[0.9970525,0.0003446044,0.0004644332,0.00028851043,0.0015376618,0.0003122945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006986118,0.00015747237,0.0006606512,0.000617239,0.00006128902,0.000008040872,0.00010280364,0.00013785229,0.000032454092],"category_scores_gemma":[0.0014645938,0.00012168326,0.00014334728,0.00030437755,0.00014461228,0.00016953771,0.00007953925,0.0003883338,0.0000072128696],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012917301,0.00027425456,0.30691344,0.00026579612,0.0001355743,0.00010778757,0.0004955894,0.000051302206,0.60817283,0.000158015,0.00017913926,0.081954546],"study_design_scores_gemma":[0.0031081794,0.0018152569,0.95231354,0.00032502174,0.00023219897,0.0019000919,0.00042476438,0.0028480245,0.03640981,0.0002913323,0.00021069472,0.000121069635],"about_ca_topic_score_codex":0.000055612356,"about_ca_topic_score_gemma":0.0000052903397,"teacher_disagreement_score":0.6454001,"about_ca_system_score_codex":0.00007028635,"about_ca_system_score_gemma":0.00003519164,"threshold_uncertainty_score":0.49620995},"labels":[],"label_agreement":null},{"id":"W2329271674","doi":"10.1213/ane.0b013e31829ec1e6","title":"The Elephant in the Room","year":2014,"lang":"en","type":"editorial","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine","score_opus":0.010011531443811136,"score_gpt":0.2924533963586715,"score_spread":0.2824418649148604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329271674","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06004934,0.018162725,0.00018077993,0.09302012,0.7991079,0.009376064,0.000030715626,0.0004807736,0.019591551],"genre_scores_gemma":[0.05185972,0.00094814406,0.00007280829,0.0007974486,0.9428929,0.00031163188,0.0002689828,0.00018568312,0.0026626517],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945217,0.00080639526,0.00057115214,0.0006452131,0.0025512995,0.0009042882],"domain_scores_gemma":[0.99441195,0.0032351227,0.00023151365,0.0015839759,0.0003742378,0.00016323065],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0029815303,0.00048147878,0.0007273897,0.00024335932,0.00033767265,0.00020786801,0.0013050025,0.0007658834,0.00006599139],"category_scores_gemma":[0.0012009199,0.00024750692,0.00032502707,0.00062877603,0.00032502593,0.000059869886,0.00006684615,0.002402537,0.0003798897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028535226,0.00009996267,0.0012748383,0.000093696406,0.000118708136,0.0013707173,0.00018751576,7.0089203e-7,0.000022472275,0.0007297225,0.98750275,0.00831356],"study_design_scores_gemma":[0.0008990718,0.0003503364,0.014349185,0.00010855018,0.00017498543,0.00023366115,0.00022753546,0.00010436716,0.00003102788,0.0003310119,0.98293257,0.00025767303],"about_ca_topic_score_codex":0.00030801693,"about_ca_topic_score_gemma":0.00024681387,"teacher_disagreement_score":0.143785,"about_ca_system_score_codex":0.00024208374,"about_ca_system_score_gemma":0.00032245784,"threshold_uncertainty_score":0.99999774},"labels":[],"label_agreement":null},{"id":"W2329441822","doi":"10.1016/j.cjca.2013.07.449","title":"Is There a Different Response to Hypoxia in Patients Wit Sleep Apnea Syndrome Compared to Healthy Volunteers Assessed With Oxygenation Sensitive CMR?","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Oxygenation; Hypoxia (environmental); Cardiology; Apnea; Obstructive sleep apnea; Internal medicine; Sleep apnea; Myocardial ischemia; Ischemia; Anesthesia; Vasodilation; Oxygen","score_opus":0.015642611344210595,"score_gpt":0.26281555896695435,"score_spread":0.24717294762274375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329441822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887075,0.000031013227,0.001164811,0.008391327,0.00024358282,0.0010674591,0.000043136166,0.000005209145,0.00034597248],"genre_scores_gemma":[0.9981999,8.248099e-7,0.00027406524,0.0013019454,0.00010369094,0.000027211709,0.000009693882,0.00003456198,0.000048132984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758583,0.0006187845,0.00045273607,0.00027694082,0.00041159248,0.00065411336],"domain_scores_gemma":[0.99649334,0.00018338869,0.00012632339,0.000276286,0.0012331522,0.0016875047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048355342,0.00020913365,0.00080074155,0.0012231607,0.000071926326,0.00003099041,0.00017722086,0.00012813653,0.00006893351],"category_scores_gemma":[0.00049912167,0.0001651475,0.000106032065,0.0004893585,0.00011258857,0.00010759974,0.000024425683,0.00047890312,0.000082948536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0094027845,0.000040402276,0.97241986,0.000045175166,0.0007505908,0.0015519449,0.002537474,0.0013702384,0.0040459805,0.000012954625,0.0029263513,0.0048962156],"study_design_scores_gemma":[0.0033494993,0.003871923,0.9897357,0.000075032076,0.00004139105,0.0005226834,0.0010363985,0.00012664363,0.00016043175,0.000011661741,0.0009144045,0.00015422134],"about_ca_topic_score_codex":0.0033366445,"about_ca_topic_score_gemma":0.0051015546,"teacher_disagreement_score":0.017315822,"about_ca_system_score_codex":0.0015180083,"about_ca_system_score_gemma":0.0005826267,"threshold_uncertainty_score":0.67345196},"labels":[],"label_agreement":null},{"id":"W2329583039","doi":"10.1213/ane.0000000000000634","title":"The Effects of Continuous Positive Airway Pressure on Postoperative Outcomes in Obstructive Sleep Apnea Patients Undergoing Surgery","year":2015,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; Toronto Western Hospital","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Perioperative; Adverse effect; Anesthesia; Airway; Sleep apnea; Apnea; Positive airway pressure; Surgery; Internal medicine","score_opus":0.017095290159613086,"score_gpt":0.29965257772207826,"score_spread":0.2825572875624652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329583039","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025027271,0.96822745,0.000004439192,0.00032185813,0.00024593234,0.00536569,0.000035870242,0.000053681168,0.00071778585],"genre_scores_gemma":[0.07099007,0.9263465,0.00006964931,0.0002301556,0.00016301508,0.00061499065,0.00037892617,0.00034477,0.0008619731],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9936846,0.0017902186,0.0012723824,0.0009416238,0.0014233239,0.0008878441],"domain_scores_gemma":[0.98638296,0.010476291,0.00090827706,0.0009892156,0.00092552503,0.00031774913],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008565668,0.0009788861,0.004379864,0.00078202743,0.000196345,0.00006853266,0.0005190326,0.0005833654,0.000013714845],"category_scores_gemma":[0.0025901054,0.0006121382,0.0010017654,0.00097604154,0.0005045925,0.00016454246,0.000120634926,0.0012044891,0.000062007755],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005938763,0.0008925067,0.048970588,0.012468509,0.003152359,0.0015870553,0.00071950356,0.0000019521117,0.0000014554909,0.00094598305,0.00031902976,0.9303472],"study_design_scores_gemma":[0.013052483,0.012824842,0.52058166,0.0813638,0.014888172,0.0013008215,0.0018589837,0.000083192346,0.0004577115,0.00038174845,0.3483581,0.0048484798],"about_ca_topic_score_codex":0.00009892371,"about_ca_topic_score_gemma":0.00003742164,"teacher_disagreement_score":0.9254987,"about_ca_system_score_codex":0.00057035853,"about_ca_system_score_gemma":0.00065680256,"threshold_uncertainty_score":0.999633},"labels":[],"label_agreement":null},{"id":"W2329791142","doi":"10.1097/hcr.0b013e31819a00f1","title":"Clinical Manifestations and Consequences of Obstructive Sleep Apnea","year":2009,"lang":"en","type":"article","venue":"Journal of Cardiopulmonary Rehabilitation and Prevention","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Medicine; Obstructive sleep apnea; Intensive care medicine; Quality of life (healthcare); Sleep apnea; Adverse effect; Apnea; Internal medicine","score_opus":0.024558095567714145,"score_gpt":0.35750969057850757,"score_spread":0.3329515950107934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329791142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939714,0.001161853,0.0017402176,0.0018422469,0.00013320876,0.00028658938,0.0000048041497,0.000005368954,0.000854307],"genre_scores_gemma":[0.9819754,0.00017717392,0.017676622,0.000025297126,0.00009791212,0.0000018896449,0.0000036790614,0.0000049098585,0.000037147394],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99831,0.00038252372,0.0007341425,0.00013782231,0.00034485458,0.00009060994],"domain_scores_gemma":[0.9982885,0.00049007573,0.0003824011,0.00010171225,0.0006060753,0.0001312265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012296148,0.00008375843,0.0003772868,0.00021674314,0.000048430742,0.00001093033,0.00003675536,0.00007706245,0.000014896425],"category_scores_gemma":[0.0008162478,0.000070604656,0.00021368758,0.00014493772,0.00038805063,0.0002861755,0.00001186823,0.00021624527,5.422195e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011557173,0.00022292658,0.3238638,0.00019634029,0.00023942036,0.00006130758,0.0007454016,0.000014902016,0.011921448,0.0024130421,0.000028529055,0.6591372],"study_design_scores_gemma":[0.0012114359,0.0037159023,0.96663064,0.00011236565,0.00018827817,0.0011446754,0.0018376373,0.00012654735,0.00021894171,0.024618935,0.00013604441,0.00005860874],"about_ca_topic_score_codex":0.0000021118715,"about_ca_topic_score_gemma":3.8453592e-7,"teacher_disagreement_score":0.65907854,"about_ca_system_score_codex":0.00003124279,"about_ca_system_score_gemma":0.000048743488,"threshold_uncertainty_score":0.28791744},"labels":[],"label_agreement":null},{"id":"W2330270351","doi":"10.4274/jtsm.06","title":"Obstrüktif Uyku Apne Sendromlu Bir Hastada Polisomnografi Tetkiki Esnasında Solunum Arrestine Bağlı Exitus","year":2014,"lang":"tr","type":"article","venue":"Journal of Turkish Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Gynecology; Medicine","score_opus":0.022030210144969888,"score_gpt":0.29977091140126444,"score_spread":0.2777407012562946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330270351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8222489,0.026764415,0.007812034,0.07451304,0.033321355,0.0030990744,0.0002925075,0.0003500754,0.031598635],"genre_scores_gemma":[0.9640141,0.001155691,0.003707717,0.0017638835,0.026740002,0.000018159364,0.000101523176,0.00040119773,0.0020977224],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9828209,0.0010519086,0.0049981913,0.0014409863,0.006466864,0.00322112],"domain_scores_gemma":[0.9843045,0.0019158312,0.0036724927,0.0019405168,0.004124167,0.0040424992],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0068354732,0.0018046021,0.004546376,0.0029683085,0.0006128372,0.00023660142,0.0022367593,0.0009983056,0.0043389103],"category_scores_gemma":[0.011789381,0.0013957983,0.0011405633,0.0029311343,0.0028656833,0.0009810597,0.00073473906,0.005909332,0.00048186918],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0073251235,0.0058984472,0.2175258,0.004689252,0.011737076,0.010132064,0.00712385,0.00028506826,0.102375284,0.0029302912,0.17662,0.45335773],"study_design_scores_gemma":[0.091254,0.032803494,0.25963274,0.012927511,0.010897123,0.022497948,0.013103913,0.01948741,0.010182272,0.0031135548,0.5200199,0.0040801447],"about_ca_topic_score_codex":0.00051777286,"about_ca_topic_score_gemma":0.00007279103,"teacher_disagreement_score":0.44927758,"about_ca_system_score_codex":0.0013149421,"about_ca_system_score_gemma":0.0005736049,"threshold_uncertainty_score":0.99984795},"labels":[],"label_agreement":null},{"id":"W2330976489","doi":"10.15331/jdsm.3736","title":"The Link between Sleep Bruxism, Sleep Disordered Breathing and Temporomandibular Disorders: An Evidence-based Review","year":2014,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of British Columbia","funders":"","keywords":"Dream; Sleep disordered breathing; Expert opinion; Index (typography); Psychology; Sleep (system call); Sleep quality; Medicine; Medical education; Psychiatry; Obstructive sleep apnea; Computer science; Psychotherapist; Insomnia","score_opus":0.027780484806883325,"score_gpt":0.3296319875187365,"score_spread":0.3018515027118532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330976489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6891798,0.15184607,0.008245535,0.14683852,0.0009590081,0.0019434969,0.000006277962,0.00007597072,0.00090535876],"genre_scores_gemma":[0.9831569,0.01114722,0.0011665253,0.0013283371,0.003047265,0.000015610183,0.000022744374,0.00007657758,0.000038807128],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9947166,0.0007101654,0.0014403706,0.00044765344,0.0020622425,0.0006229768],"domain_scores_gemma":[0.9955025,0.0016037672,0.00086137356,0.0007214714,0.00041684473,0.000894072],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004761808,0.0004319124,0.0012578919,0.00029277234,0.0004291163,0.00006708772,0.0006074898,0.00017638519,0.00020844144],"category_scores_gemma":[0.0039213384,0.00025454097,0.00026256987,0.00058081426,0.00082345365,0.00063687423,0.00017414636,0.001203279,0.000016121998],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059053296,0.0001240153,0.29688513,0.0010279352,0.00042810015,0.0001477546,0.00028811378,0.000008917155,0.0011902349,0.00007939948,0.00050351454,0.69872636],"study_design_scores_gemma":[0.03208696,0.026808847,0.78942347,0.03457544,0.0066867876,0.003728972,0.002699273,0.01309057,0.0010269427,0.0027265497,0.08565987,0.0014863492],"about_ca_topic_score_codex":0.00012234216,"about_ca_topic_score_gemma":0.000066462126,"teacher_disagreement_score":0.69724,"about_ca_system_score_codex":0.00022909003,"about_ca_system_score_gemma":0.000050797233,"threshold_uncertainty_score":0.9999907},"labels":[],"label_agreement":null},{"id":"W2331044984","doi":"10.1152/japplphysiol.00312.2011","title":"Genioglossus activity available via non-arousal mechanisms vs. that required for opening the airway in obstructive apnea patients","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Genioglossus; Dilator; Arousal; Anesthesia; Medicine; Apnea; Obstructive sleep apnea; Continuous positive airway pressure; Low arousal theory; Airway; Reflex; Internal medicine; Psychology; Neuroscience","score_opus":0.0359379639964198,"score_gpt":0.2751009640421004,"score_spread":0.23916300004568058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331044984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912941,0.000016044585,0.0039027957,0.0000749275,0.00046274223,0.0012194649,0.000010967276,0.0000089585865,0.003009991],"genre_scores_gemma":[0.99230605,0.0000060497205,0.007177576,0.00012368262,0.00020653207,0.00008254722,0.000006719189,0.000045684497,0.000045172674],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980752,0.00010168029,0.00047695774,0.00034909128,0.00041668452,0.00058041647],"domain_scores_gemma":[0.99824214,0.00026767678,0.00059819367,0.00036482804,0.00036615165,0.00016101255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005913615,0.00025249648,0.00074362464,0.00023378909,0.00014387676,0.000013564875,0.00043014792,0.00019784884,0.00025302824],"category_scores_gemma":[0.000085777785,0.00017002338,0.00020093408,0.0002557839,0.00024113768,0.00020463395,0.00019320034,0.00070587307,0.00004243754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025514193,0.00074903603,0.0024655815,0.00009060332,0.0005139668,0.00003635135,0.002119706,0.000019984565,0.94933575,0.0008138352,0.00024076992,0.0181002],"study_design_scores_gemma":[0.012253503,0.003184396,0.34085596,0.00004389575,0.00020522729,0.00010589932,0.0008963395,0.0013810919,0.6208992,0.019601526,0.00022238183,0.0003505718],"about_ca_topic_score_codex":0.000040740902,"about_ca_topic_score_gemma":0.000004472258,"teacher_disagreement_score":0.33839038,"about_ca_system_score_codex":0.00023581203,"about_ca_system_score_gemma":0.00010730961,"threshold_uncertainty_score":0.69333524},"labels":[],"label_agreement":null},{"id":"W2332097250","doi":"10.5664/jcsm.4462","title":"Night-to-night Variability in Obstructive Sleep Apnea Severity: Relationship to Overnight Rostral Fluid Shift","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto Sleep Institute; Toronto Rehabilitation Institute; Toronto General Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Sleep (system call); Polysomnography; Sleep apnea; Apnea; Anesthesia; Internal medicine","score_opus":0.09236935034986737,"score_gpt":0.4159079469890954,"score_spread":0.323538596639228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332097250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94568634,0.00018550361,0.008229227,0.036691375,0.0030859504,0.0011341921,0.000019210996,0.000039070866,0.0049291146],"genre_scores_gemma":[0.9863299,0.000009540406,0.0072441385,0.0022857776,0.0038371456,0.000017251677,0.000012765056,0.00006309156,0.0002003753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9892926,0.0018191569,0.0042061633,0.0007944423,0.0029839964,0.00090360217],"domain_scores_gemma":[0.9873264,0.0052338424,0.00086562615,0.0009627821,0.0018732231,0.003738138],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017723855,0.0004754815,0.0023733587,0.0008745354,0.00009749603,0.000034279605,0.0007010722,0.0005581212,0.0005682475],"category_scores_gemma":[0.08247245,0.00034169186,0.00045542733,0.0017535295,0.0005705566,0.0004506186,0.00028797443,0.0030890838,0.00020277959],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008555905,0.001090932,0.94589704,0.00007865981,0.00034387034,0.0010240236,0.0022667353,0.00018059081,0.00034011324,0.0008831746,0.0026498144,0.03668915],"study_design_scores_gemma":[0.011550534,0.0050297254,0.96694314,0.0003009099,0.00030583047,0.0003150654,0.0006276251,0.00113331,0.00022068722,0.0047845244,0.00845509,0.0003335338],"about_ca_topic_score_codex":0.00009427622,"about_ca_topic_score_gemma":0.00007820091,"teacher_disagreement_score":0.06474859,"about_ca_system_score_codex":0.00091080833,"about_ca_system_score_gemma":0.00045583135,"threshold_uncertainty_score":0.9999035},"labels":[],"label_agreement":null},{"id":"W2332495022","doi":"10.5665/sleep.1026","title":"The Demise of Portable Monitoring to Diagnose OSA? Not So Fast!","year":2011,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Demise; Medicine; Political science","score_opus":0.03459581137005681,"score_gpt":0.30659299805500295,"score_spread":0.27199718668494616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332495022","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15468758,0.0039149732,0.00036459483,0.8004197,0.007250191,0.005314461,0.00026221224,0.00027032488,0.027515939],"genre_scores_gemma":[0.5401159,0.0008917871,0.0051060133,0.34929973,0.04452153,0.0018825495,0.0003929311,0.0011587413,0.056630846],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685,0.00009515465,0.00050426304,0.00052906154,0.0011484338,0.00087304687],"domain_scores_gemma":[0.9974666,0.00038566702,0.00020458426,0.0012404291,0.00046945942,0.00023321206],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042706958,0.00035083762,0.00060041464,0.00023954363,0.0001860754,0.00005255429,0.0006098988,0.0005083227,0.00042298154],"category_scores_gemma":[0.0007499702,0.0002508283,0.00024452855,0.0003081163,0.00025419905,0.00006811402,0.00033683455,0.0019990366,0.00034927434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006417279,0.00023657212,0.073833816,0.0010391845,0.0012636015,0.002595817,0.0021121795,0.000005022664,0.008539157,0.00007827856,0.727969,0.18168564],"study_design_scores_gemma":[0.00079638755,0.00029422014,0.010199518,0.00025649823,0.0002593641,0.00003214686,0.00013627771,0.000011895329,0.04822834,0.000056954428,0.9394139,0.00031449305],"about_ca_topic_score_codex":0.00041205998,"about_ca_topic_score_gemma":0.000009557949,"teacher_disagreement_score":0.45112,"about_ca_system_score_codex":0.00019603777,"about_ca_system_score_gemma":0.00008883269,"threshold_uncertainty_score":0.9999944},"labels":[],"label_agreement":null},{"id":"W2333532491","doi":"10.15331/jdsm.3738","title":"Definition of an Effective Oral Appliance for the Treatment of Obstructive Sleep Apnea and Snoring: A Report of the American Academy of Dental Sleep Medicine","year":2014,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Université de Montréal","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep medicine; Oral appliance; Sleep (system call); Sleep apnea; Dentistry; Sleep apnea syndromes; Apnea; Polysomnography; Physical therapy; Anesthesia; Sleep disorder; Psychiatry; Insomnia","score_opus":0.03037437017297127,"score_gpt":0.34808762077745986,"score_spread":0.3177132506044886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333532491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935888,0.0011866286,0.0019151621,0.0009976579,0.00038025196,0.0015972777,0.000026182022,0.0000060378206,0.00030201848],"genre_scores_gemma":[0.99697,0.00017038772,0.0020715755,0.00007389027,0.00060183264,0.00004857922,0.000010852064,0.000042465563,0.0000104118035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99577296,0.00030390726,0.0016645732,0.00034868496,0.0015581398,0.00035173912],"domain_scores_gemma":[0.9941208,0.0013434285,0.0032417076,0.00042050792,0.0005879791,0.0002855725],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014878077,0.00035799865,0.0017715548,0.0003344007,0.00010121808,0.0000033302251,0.000378903,0.00012099761,0.00004147268],"category_scores_gemma":[0.0011405406,0.00018659834,0.00034488973,0.0007195268,0.0032745656,0.0001623196,0.00009713677,0.000433569,3.30624e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010596188,0.0017671492,0.4419629,0.000694459,0.0028384246,0.00009352479,0.003769444,0.000056231685,0.20588036,0.0009389729,0.000040353076,0.33136198],"study_design_scores_gemma":[0.016787905,0.023953106,0.83137304,0.0006539033,0.0027697394,0.0032069637,0.007934391,0.0015749639,0.11007439,0.0013041921,0.0001800192,0.00018737993],"about_ca_topic_score_codex":0.0003131909,"about_ca_topic_score_gemma":0.000044098404,"teacher_disagreement_score":0.38941014,"about_ca_system_score_codex":0.00030207215,"about_ca_system_score_gemma":0.000027915617,"threshold_uncertainty_score":0.9994379},"labels":[],"label_agreement":null},{"id":"W2333769075","doi":"10.1097/hjh.0000000000000047","title":"Effect of intensified diuretic therapy on overnight rostral fluid shift and obstructive sleep apnoea in patients with uncontrolled hypertension","year":2013,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Toronto General Hospital; University Health Network; Canadian Sleep & Circadian Network; Toronto Rehabilitation Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Diuretic; Morning; Blood pressure; Anesthesia; Polysomnography; Internal medicine; Apnea; Cardiology","score_opus":0.009880193577365727,"score_gpt":0.2290856482325254,"score_spread":0.21920545465515967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333769075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99762064,0.00035334003,0.0000114560735,0.0005863887,0.00022114876,0.0011485154,0.000002880242,0.00000836696,0.000047241516],"genre_scores_gemma":[0.9993846,0.00005030529,0.000196618,0.00022951052,0.00007781221,0.0000061026444,0.000004746977,0.00004270947,0.000007616693],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973754,0.0003148246,0.00064351485,0.0002904411,0.00102528,0.00035051873],"domain_scores_gemma":[0.99735516,0.0005612828,0.00038572628,0.00029043478,0.0011621471,0.00024524715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042978863,0.00030869557,0.0011752298,0.0004948587,0.000053332173,0.000023177838,0.00011306134,0.00016015192,0.000051102463],"category_scores_gemma":[0.0006502193,0.00016637707,0.00016372447,0.00026823478,0.00020794092,0.00026494887,0.00004598385,0.00063356804,0.000007663118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0622877,0.0010931069,0.6440236,0.00012783671,0.0005825467,0.0005181041,0.00035203047,0.000045838802,0.23218584,0.000021681913,0.00010764522,0.058654074],"study_design_scores_gemma":[0.03509403,0.017429624,0.91699153,0.0004041054,0.0001387769,0.0002458642,0.00007535742,0.0009905885,0.028428925,0.000041255713,0.000007928629,0.00015201537],"about_ca_topic_score_codex":0.00008491655,"about_ca_topic_score_gemma":0.0000042262373,"teacher_disagreement_score":0.27296793,"about_ca_system_score_codex":0.00010871326,"about_ca_system_score_gemma":0.000036041685,"threshold_uncertainty_score":0.678466},"labels":[],"label_agreement":null},{"id":"W2334860303","doi":"10.1097/01.sa.0000480651.45437.9f","title":"Identifying Obstructive Sleep Apnea in Administrative Data","year":2016,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Kelowna General Hospital; Ottawa Hospital; Toronto General Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Perioperative; Intensive care medicine; Emergency medicine; Internal medicine; Surgery","score_opus":0.1714462814911211,"score_gpt":0.39336671275197344,"score_spread":0.22192043126085234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334860303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980427,0.00016106511,0.00033690725,0.00032407723,0.00010791318,0.00035605815,0.00013000594,0.000021022946,0.0005202251],"genre_scores_gemma":[0.99862397,0.00001833503,0.0010361859,0.000036081037,0.000037386464,0.000011769514,0.00012851942,0.000023936862,0.00008380274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972661,0.0009294905,0.0004766309,0.0006194432,0.00027996136,0.0004283429],"domain_scores_gemma":[0.9967056,0.0016828869,0.00016793012,0.0009993543,0.00031683443,0.00012737776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016988346,0.0001766437,0.0005960717,0.00028191332,0.000031571406,0.0000049751434,0.00051442767,0.00017989009,0.00025369137],"category_scores_gemma":[0.0033004375,0.00012054849,0.000044003154,0.0004064576,0.00072226225,0.00019315389,0.00026043472,0.00021149073,0.00007348419],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010698066,0.00012316214,0.93211454,0.000036917576,0.000082796156,0.00018922238,0.00014315538,1.5343674e-7,0.014273122,0.00024222773,0.000023162054,0.051701736],"study_design_scores_gemma":[0.0014717237,0.00054680463,0.989622,0.00004282841,0.00001567273,0.0001214247,0.00020324583,0.000046040368,0.007275615,0.0004602823,0.000070375296,0.00012400566],"about_ca_topic_score_codex":0.00063652685,"about_ca_topic_score_gemma":0.0007669044,"teacher_disagreement_score":0.057507444,"about_ca_system_score_codex":0.00008142178,"about_ca_system_score_gemma":0.00012244913,"threshold_uncertainty_score":0.49158245},"labels":[],"label_agreement":null},{"id":"W2335196567","doi":"10.5664/jcsm.4284","title":"Does Neck-to-Waist Ratio Predict Obstructive Sleep Apnea in Children?","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Obstructive sleep apnea; Body mass index; Overweight; Waist; Polysomnography; Waist-to-height ratio; Anthropometry; Internal medicine; Pediatrics; Physical therapy; Apnea","score_opus":0.026147433862312185,"score_gpt":0.37145856300109564,"score_spread":0.3453111291387835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335196567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97202563,0.00019762883,0.0061455686,0.01538137,0.002823433,0.0009072299,0.000008578998,0.0000359816,0.002474568],"genre_scores_gemma":[0.9865213,0.00006835355,0.0029342961,0.0021236998,0.008112813,0.0000123797645,0.000013134716,0.00006442684,0.00014959037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99212086,0.0007472499,0.003709038,0.0006167487,0.002071479,0.00073461956],"domain_scores_gemma":[0.9933761,0.002058508,0.0011545554,0.00072486687,0.0011412725,0.0015447392],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006132423,0.0004177292,0.0022648633,0.0008011262,0.00009177899,0.000026840895,0.0006256141,0.00037143266,0.0007032047],"category_scores_gemma":[0.024466688,0.00022196588,0.0004646644,0.0009453005,0.00078793126,0.00028397603,0.00018093489,0.0024794475,0.000080883125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023033568,0.00056664407,0.8056701,0.000046976988,0.0004662472,0.00014633463,0.00024941764,0.000057146994,0.00050572824,0.0002214591,0.0006464015,0.18912022],"study_design_scores_gemma":[0.015666444,0.006355344,0.9688834,0.00040691163,0.00038059763,0.0003924999,0.00027870826,0.0022805673,0.00035719448,0.0009056212,0.0038518265,0.00024086257],"about_ca_topic_score_codex":0.000046678837,"about_ca_topic_score_gemma":0.00002758477,"teacher_disagreement_score":0.18887936,"about_ca_system_score_codex":0.00020776987,"about_ca_system_score_gemma":0.00011936627,"threshold_uncertainty_score":0.9998219},"labels":[],"label_agreement":null},{"id":"W2335572618","doi":"10.15331/jdsm.3894","title":"Adenoid Hypertrophy in Pediatric Sleep Disordered Breathing and Craniofacial Growth: The Emerging Role of Dentistry","year":2014,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Adenoid hypertrophy; Craniofacial; Sleep disordered breathing; Medicine; Muscle hypertrophy; Dentistry; Orthodontics; Obstructive sleep apnea; Internal medicine; Pathology; Adenoidectomy; Tonsillectomy; Psychiatry","score_opus":0.0077727071958089864,"score_gpt":0.26270249099816617,"score_spread":0.2549297838023572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335572618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99371237,0.0027485862,0.00040891842,0.0016891643,0.0004492403,0.00022443592,0.0000016850814,0.000006893016,0.0007587327],"genre_scores_gemma":[0.9979998,0.00032416394,0.00032183132,0.0001134698,0.0011878363,0.0000029737519,0.0000026421706,0.00003056906,0.00001672055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972569,0.00018094931,0.00087343,0.0002060541,0.0011433314,0.00033937022],"domain_scores_gemma":[0.9985653,0.00028952613,0.00046179284,0.00020123785,0.00023043982,0.00025166504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001053999,0.00020717112,0.0006574088,0.00046088197,0.00009486287,0.00001419396,0.000276996,0.000107291446,0.00013812335],"category_scores_gemma":[0.0011798878,0.00013244657,0.0001321919,0.0005887329,0.00032008413,0.00019520229,0.0001506542,0.00077138824,0.0000041590197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053317624,0.0002174847,0.9417528,0.00017195292,0.00010912556,0.00025731945,0.0014345562,0.000012310436,0.026667686,0.000108111155,0.000047242556,0.028688269],"study_design_scores_gemma":[0.009256225,0.0014034768,0.97669727,0.00019647063,0.00053270045,0.0034421112,0.0041971253,0.0019612643,0.0012627767,0.00073348207,0.00014790795,0.00016918247],"about_ca_topic_score_codex":0.00015616075,"about_ca_topic_score_gemma":0.000032405125,"teacher_disagreement_score":0.034944512,"about_ca_system_score_codex":0.00011117049,"about_ca_system_score_gemma":0.00002081956,"threshold_uncertainty_score":0.54010147},"labels":[],"label_agreement":null},{"id":"W2335929972","doi":"10.1183/13993003/erj.44.suppl_58.p4916","title":"Is adult sleep apnea seasonal?","year":2014,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Semtech (Canada); University of Lethbridge","funders":"","keywords":"Medicine; Interquartile range; Body mass index; Obesity; Sleep apnea; Excessive daytime sleepiness; Epworth Sleepiness Scale; Apnea; Pediatrics; Sleep (system call); Sleep disorder; Internal medicine; Polysomnography; Insomnia; Psychiatry","score_opus":0.02843318539104981,"score_gpt":0.2954658558631711,"score_spread":0.26703267047212126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335929972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7770696,0.00031920106,0.0037838938,0.0018793872,0.00052490976,0.00021338263,0.0000068216186,0.00010702333,0.21609576],"genre_scores_gemma":[0.98652273,0.000006815456,0.0009340107,0.009205005,0.0022516993,0.0000018343317,0.000001840187,0.00011121421,0.0009648417],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99667466,0.0009413204,0.00046542933,0.0003623878,0.0009914871,0.00056470727],"domain_scores_gemma":[0.99768156,0.000073077186,0.0001851386,0.000533968,0.0007192605,0.0008069724],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018322511,0.00023531551,0.0002977713,0.00026430548,0.00031953547,0.00013946193,0.0003567667,0.000055548608,0.0015805381],"category_scores_gemma":[0.00090910296,0.00019166851,0.00024455643,0.00027096109,0.00018106784,0.00017719592,0.00014134239,0.0011609291,0.00313639],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051971263,0.00035281267,0.24859701,0.00012265047,0.00045583537,0.00233255,0.000722631,0.000012180393,0.03667119,0.0014566514,0.029636042,0.6791207],"study_design_scores_gemma":[0.006261704,0.0015347911,0.4497291,0.00012401163,0.00013240005,0.0015113906,0.00019680486,0.0017477501,0.006491224,0.00017153495,0.5316142,0.00048507735],"about_ca_topic_score_codex":7.087751e-7,"about_ca_topic_score_gemma":3.3414824e-7,"teacher_disagreement_score":0.67863566,"about_ca_system_score_codex":0.000122187,"about_ca_system_score_gemma":0.000053497366,"threshold_uncertainty_score":0.99933213},"labels":[],"label_agreement":null},{"id":"W2336145420","doi":"10.1080/10255842.2015.1062477","title":"Simulation of muscle and adipose tissue deformation in the passive human pharynx","year":2015,"lang":"en","type":"article","venue":"Computer Methods in Biomechanics & Biomedical Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Pharynx; Adipose tissue; Anatomy; Airway; Obstructive sleep apnea; Biomechanics; Deformation (meteorology); Biomedical engineering; Materials science; Medicine; Surgery; Internal medicine","score_opus":0.049065397986188426,"score_gpt":0.3928536634007467,"score_spread":0.34378826541455826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336145420","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17880423,0.00016545803,0.82022303,0.0001747533,0.00022556067,0.00036605014,0.0000028768811,0.000025909041,0.000012114668],"genre_scores_gemma":[0.7997203,0.000004450569,0.20007735,0.00003971284,0.00010752415,0.000014948648,0.00002100078,0.000013814518,9.125791e-7],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998519,0.0002016808,0.0004144837,0.00020603553,0.00041470493,0.00024409647],"domain_scores_gemma":[0.99903667,0.00043423043,0.0000646232,0.00021959508,0.00009045945,0.00015440714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019252364,0.00013151517,0.00028084876,0.000636608,0.000017946879,0.000015241982,0.00016177073,0.00013714988,0.0000063241523],"category_scores_gemma":[0.00041777373,0.00010114897,0.000029351395,0.00091502105,0.00006234476,0.00011108846,0.00014498309,0.00030335956,0.0000014055751],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027250657,0.00019091836,0.000055829383,0.00026337174,0.00003010791,0.00004954508,0.0023241995,0.0033744287,0.29549816,0.0011088914,0.000008478342,0.6970688],"study_design_scores_gemma":[0.0014090118,0.00033581472,0.0015697291,0.00009489607,0.000014772578,0.00001969441,0.00011552052,0.98497427,0.009740981,0.00068682374,0.0009412279,0.00009728077],"about_ca_topic_score_codex":0.000022100723,"about_ca_topic_score_gemma":9.354271e-7,"teacher_disagreement_score":0.9815998,"about_ca_system_score_codex":0.00013059948,"about_ca_system_score_gemma":0.000023044953,"threshold_uncertainty_score":0.41247353},"labels":[],"label_agreement":null},{"id":"W2336690717","doi":"10.1213/ane.0000000000001169","title":"Is Perioperative Fluid and Salt Balance a Contributing Factor in Postoperative Worsening of Obstructive Sleep Apnea?","year":2016,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Supine position; Obstructive sleep apnea; Airway; Anesthesia; Sleep apnea; Uvulopalatopharyngoplasty; Apnea; Polysomnography","score_opus":0.027564005892440797,"score_gpt":0.32988972288389606,"score_spread":0.3023257169914553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336690717","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03597817,0.9606115,0.0000931211,0.00051665585,0.000038848873,0.0022994787,0.00010431503,0.00004290997,0.00031496468],"genre_scores_gemma":[0.10863405,0.88958627,0.0006488121,0.00019328733,0.0001900074,0.00021765563,0.00008468346,0.00018328724,0.00026195456],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99516684,0.00068800885,0.0012621653,0.0011765544,0.00071291317,0.0009934985],"domain_scores_gemma":[0.9970099,0.0007609678,0.0006135983,0.0006528629,0.00063079305,0.00033188125],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005183334,0.00090993755,0.0038964972,0.00076117745,0.00017091673,0.000047352853,0.00033789923,0.00058405794,0.0002959911],"category_scores_gemma":[0.00045728526,0.0006471964,0.0005028115,0.0009761046,0.00062865694,0.00026633363,0.00015398712,0.0009735807,0.000058045185],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002745048,0.00012589524,0.020681258,0.0053375354,0.0010476309,0.0015382984,0.0029635574,1.7848569e-7,0.0003762515,0.0013117945,0.000011744297,0.96633136],"study_design_scores_gemma":[0.018416477,0.004799419,0.17730783,0.13038535,0.0048431144,0.017019227,0.005228478,0.0013826495,0.004605749,0.00026902,0.6284234,0.0073192758],"about_ca_topic_score_codex":0.00007302193,"about_ca_topic_score_gemma":0.000009007896,"teacher_disagreement_score":0.9590121,"about_ca_system_score_codex":0.0005298707,"about_ca_system_score_gemma":0.00034998014,"threshold_uncertainty_score":0.9995979},"labels":[],"label_agreement":null},{"id":"W2336741384","doi":"10.1164/rccm.201511-2178oc","title":"Influence of Lung Function and Sleep-disordered Breathing on All-Cause Mortality. A Community-based Study","year":2016,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; National Institutes of Health; Case Western Reserve University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Arizona; University of Minnesota; University of Washington; Boston University; New York University","keywords":"Medicine; Hazard ratio; Confidence interval; Spirometry; Confounding; Proportional hazards model; Cohort study; Internal medicine; Cohort; Sleep apnea; Cardiology; Asthma","score_opus":0.04494438477286864,"score_gpt":0.37722504978375404,"score_spread":0.3322806650108854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336741384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969343,0.0008863041,0.00041684427,0.0014045489,0.00004493679,0.00022932346,0.0000067256074,0.000010116902,0.00006691823],"genre_scores_gemma":[0.9983498,0.000014942945,0.00004942503,0.0014537646,0.000107384796,0.000005435559,7.1835586e-7,0.000017607175,9.605612e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974492,0.0008351749,0.0005506479,0.00017558376,0.0007602674,0.00022908488],"domain_scores_gemma":[0.99676,0.0014404273,0.00020100089,0.0003138041,0.0008836566,0.00040108635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011946463,0.00017303925,0.00062500645,0.000316892,0.00012011978,0.000008103398,0.00011168744,0.000043671003,0.000024775485],"category_scores_gemma":[0.002389304,0.000103335595,0.000053811196,0.00025066914,0.0017739651,0.00013592343,0.000049722534,0.0006147682,4.6178795e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026807806,0.0005303676,0.9125417,0.00043288994,0.0005873659,0.00032525172,0.0023538857,0.000006726059,0.020138511,0.00030772685,0.000011474158,0.06008333],"study_design_scores_gemma":[0.0075773243,0.052173488,0.91155595,0.0010063739,0.0016247731,0.000096313895,0.024794338,0.000013703242,0.0007481335,0.0001200683,0.00013482147,0.00015473105],"about_ca_topic_score_codex":0.00007543875,"about_ca_topic_score_gemma":0.000010184951,"teacher_disagreement_score":0.0599286,"about_ca_system_score_codex":0.00007588539,"about_ca_system_score_gemma":0.00006553065,"threshold_uncertainty_score":0.65362483},"labels":[],"label_agreement":null},{"id":"W2338531102","doi":"10.1177/1747493016641968","title":"Post-stroke depression, obstructive sleep apnea, and cognitive impairment: Rationale for, and barriers to, routine screening","year":2016,"lang":"en","type":"review","venue":"International Journal of Stroke","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hamilton Health Sciences; Hamilton General Hospital; Trillium Health Centre; Toronto Western Hospital; London Health Sciences Centre; Public Health Ontario; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Ottawa; Ontario Brain Institute; Toronto Rehabilitation Institute; Heart and Stroke Foundation; McMaster University; Ontario Stroke Network; Ottawa Hospital; Health Sciences Centre; University Health Network; Western University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Depression (economics); Cognitive impairment; Stroke (engine); Sleep apnea; Cognition; Intensive care medicine; Physical medicine and rehabilitation; Physical therapy; Psychiatry; Internal medicine","score_opus":0.022424824678142805,"score_gpt":0.3445358383142799,"score_spread":0.3221110136361371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338531102","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071673,0.9602502,0.02284993,0.000924448,0.0010119488,0.0022418885,0.0051240213,0.00001817165,0.0004120674],"genre_scores_gemma":[0.035748813,0.9414338,0.01586395,0.0005628582,0.003800313,0.0002454822,0.00027203246,0.00021090693,0.0018618578],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99692386,0.00013405229,0.0009909497,0.00044577284,0.0011539117,0.0003514358],"domain_scores_gemma":[0.9940987,0.0011029886,0.0008700176,0.00013441079,0.0029900214,0.0008038611],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00059428794,0.00041174478,0.0012078283,0.0010285814,0.00013354146,0.0001161814,0.00032177966,0.00022240296,0.00021770368],"category_scores_gemma":[0.0026329746,0.0002919159,0.000479065,0.00009275461,0.00022181362,0.00034856357,0.0002798361,0.00059474836,0.000007036835],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013616498,0.000046436115,0.002407435,0.00060452684,0.0033934237,0.0001353699,0.00023970599,3.8307107e-7,0.00022940137,0.00013522977,0.00003597937,0.99141043],"study_design_scores_gemma":[0.047526706,0.007342563,0.017631529,0.07871935,0.01061261,0.026103523,0.005629554,0.00034613925,0.0029410408,0.0007407314,0.7996527,0.002753576],"about_ca_topic_score_codex":0.000005885499,"about_ca_topic_score_gemma":0.0000015979992,"teacher_disagreement_score":0.9886569,"about_ca_system_score_codex":0.00026526724,"about_ca_system_score_gemma":0.00030481434,"threshold_uncertainty_score":0.99995327},"labels":[],"label_agreement":null},{"id":"W2339336643","doi":"10.1136/thoraxjnl-2015-208038","title":"Maternal sleep-disordered breathing and the risk of delivering small for gestational age infants: a prospective cohort study","year":2016,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université Laval; Centre Hospitalier Universitaire Sainte-Justine; Institut universitaire de cardiologie et de pneumologie de Québec; Centre hospitalier de l'Université Laval; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Canadian Lung Association; McMaster University","keywords":"Medicine; Polysomnography; Small for gestational age; Body mass index; Gestational age; Pregnancy; Prospective cohort study; Cohort; Odds ratio; Generation R; Obstetrics; Pediatrics; Cohort study; Sleep disordered breathing; Internal medicine; Apnea; Obstructive sleep apnea","score_opus":0.015526512097740919,"score_gpt":0.2934954696783517,"score_spread":0.2779689575806108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339336643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902394,0.00007779646,0.006329677,0.0001533774,0.00003836953,0.0026724369,0.00006338302,0.000022774091,0.00040277396],"genre_scores_gemma":[0.997164,0.00002690766,0.0023515145,0.000009636343,0.000055624554,0.00024026934,0.0000026712687,0.00002085214,0.00012851006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989103,0.0001279154,0.00021997445,0.0002419657,0.0003057103,0.00019411909],"domain_scores_gemma":[0.9988485,0.0005143919,0.0001111541,0.00020918103,0.0002581951,0.000058579826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009168252,0.00011039779,0.00027267163,0.000078424804,0.00010614739,0.000018533065,0.000095476425,0.00003312997,0.00003699993],"category_scores_gemma":[0.0006052596,0.000057890677,0.00005416216,0.00008556408,0.00026003426,0.000073147,0.00010184668,0.00011438933,0.0000034512352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022509075,0.000102165424,0.976002,0.00004450394,0.0004854871,0.000015532834,0.0017761987,0.0000023516802,0.0021355099,0.00060671987,0.0000014870197,0.016577158],"study_design_scores_gemma":[0.008390979,0.0003412869,0.9864649,0.000051265633,0.00022046047,0.000023633096,0.0005747789,0.0006684036,0.0014162207,0.0017714313,0.000006615147,0.00006999536],"about_ca_topic_score_codex":0.00062302226,"about_ca_topic_score_gemma":0.00012005095,"teacher_disagreement_score":0.016507164,"about_ca_system_score_codex":0.00006516519,"about_ca_system_score_gemma":0.000020003492,"threshold_uncertainty_score":0.23607133},"labels":[],"label_agreement":null},{"id":"W2339460869","doi":"10.1056/pa200707030000002","title":"Does Adenotonsillectomy Improve Children’s Behavior?","year":2007,"lang":"en","type":"article","venue":"Journal watch","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Tonsillectomy; Pediatrics; Apnea; Adenoidectomy; Sleep (system call); Sleep apnea; Retrospective cohort study; Anesthesia; Internal medicine","score_opus":0.00986022879334721,"score_gpt":0.30985804401960193,"score_spread":0.29999781522625474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339460869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99135447,0.00010679258,0.0004016018,0.0054497556,0.0007882095,0.0004725204,0.000005965412,0.000043712116,0.0013769653],"genre_scores_gemma":[0.9932047,0.00007523668,0.0017969925,0.00018616284,0.0014942377,0.000008281892,0.0000046303026,0.000041524498,0.0031881917],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978972,0.00003893199,0.00039106896,0.00023329188,0.00080502656,0.0006344721],"domain_scores_gemma":[0.9986325,0.00007063203,0.000114227696,0.00028059178,0.00036774244,0.00053429056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080714084,0.00016773203,0.00027213828,0.000195596,0.00023209628,0.000068641944,0.00017045789,0.00013436991,0.00090442644],"category_scores_gemma":[0.00019785026,0.00009165442,0.00018985845,0.00026420242,0.00010362023,0.0001492249,0.00007296534,0.0011797256,0.00013666482],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035419976,0.0003702578,0.7938404,0.000015070506,0.00018026358,0.0011891606,0.00031617796,1.7808236e-7,0.115309775,0.000031573076,0.0016477909,0.08674513],"study_design_scores_gemma":[0.0026643516,0.00041926763,0.8727972,0.000026939002,0.00015551601,0.0036552765,0.00025082263,0.00000799706,0.115455866,0.00017589776,0.004208311,0.000182569],"about_ca_topic_score_codex":0.000038895407,"about_ca_topic_score_gemma":0.000019178016,"teacher_disagreement_score":0.08656256,"about_ca_system_score_codex":0.00046475508,"about_ca_system_score_gemma":0.0000702051,"threshold_uncertainty_score":0.99028355},"labels":[],"label_agreement":null},{"id":"W2339574312","doi":"","title":"Correlation between degree of hypoxia and cognitive function,quality of life in brainwork patients with OSAHS","year":2015,"lang":"en","type":"article","venue":"Chinese Journal of Otorhinolaryngology-skull Base Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Hypoxemia; Medicine; Epworth Sleepiness Scale; Hypoxia (environmental); Quality of life (healthcare); Cognition; Polysomnography; Internal medicine; Body mass index; Correlation; Apnea; Sleep apnea; Physical therapy; Psychiatry","score_opus":0.050873719279069564,"score_gpt":0.2965219525446067,"score_spread":0.24564823326553717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339574312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99717796,0.0011008037,0.0006613164,0.00013331253,0.0002921097,0.0004116171,0.000055940036,0.000008783369,0.0001581384],"genre_scores_gemma":[0.99928415,0.0000144617925,0.00033413668,0.000071220435,0.0001938798,0.0000041520007,0.000057800724,0.000030799667,0.000009371661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996449,0.0006522147,0.0014647605,0.00025070546,0.00088880246,0.00029452544],"domain_scores_gemma":[0.9929169,0.0028624404,0.0013600888,0.00023256868,0.0021673513,0.00046066943],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0027655994,0.00026109672,0.0014399464,0.0009841392,0.00003662521,0.00000777303,0.00008622553,0.00021874977,0.00004787327],"category_scores_gemma":[0.00862667,0.0001815179,0.00019151143,0.00077767496,0.00043183914,0.00042945505,0.00007680539,0.0006871774,0.0000027064432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0075976197,0.00047824206,0.9854363,0.00021412532,0.0005152847,0.000053395677,0.00030290696,0.0000074373224,0.00028187456,0.000010045246,0.00008609377,0.005016684],"study_design_scores_gemma":[0.0067024855,0.0009895713,0.99104226,0.00032002927,0.00021623282,0.000049756538,0.00017140876,0.00004711654,0.00012443551,0.00018498497,0.000007330424,0.00014441852],"about_ca_topic_score_codex":0.00008968137,"about_ca_topic_score_gemma":0.00002479633,"teacher_disagreement_score":0.00586107,"about_ca_system_score_codex":0.00009015087,"about_ca_system_score_gemma":0.0004686377,"threshold_uncertainty_score":0.9997241},"labels":[],"label_agreement":null},{"id":"W2339590566","doi":"10.5664/jcsm.5686","title":"Healthcare Use in Individuals with Obesity and Chronic Hypoxemia Treated for Sleep Disordered Breathing","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary; Western University","funders":"","keywords":"Medicine; Hypoxemia; Obesity; Sleep disordered breathing; Breathing; Sleep (system call); Obstructive sleep apnea; Health care; Sleep apnea; Intensive care medicine; Physical therapy; Psychiatry; Internal medicine","score_opus":0.0741584217278699,"score_gpt":0.4057828602151518,"score_spread":0.3316244384872819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339590566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9665795,0.0015044642,0.001834313,0.028900709,0.00022406447,0.0008807008,0.000018516033,0.000017390621,0.000040371884],"genre_scores_gemma":[0.9951772,0.00066271593,0.002327036,0.00047669117,0.001202021,0.000013989178,0.000006659843,0.00004495429,0.00008869417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957324,0.0003830737,0.001984299,0.00041708015,0.00092819246,0.00055491226],"domain_scores_gemma":[0.9933254,0.003881661,0.0008620603,0.00035072377,0.0007801362,0.00080002967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003824865,0.0002732515,0.0016039255,0.00041184615,0.000084055406,0.000017064756,0.00020304357,0.00028989537,0.000093131624],"category_scores_gemma":[0.00813439,0.0001345191,0.0001786698,0.00038115485,0.00064763526,0.00035956717,0.000071121474,0.00089660625,0.0000027906606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002203946,0.00030902252,0.81332177,0.0001547374,0.00029371647,0.00020807683,0.00015069851,0.0000011427471,0.0005683095,0.00006926642,0.00011285783,0.18260646],"study_design_scores_gemma":[0.039351538,0.011939726,0.9431915,0.0019974106,0.00036739509,0.0005048066,0.00021466099,0.00021351394,0.00022021396,0.00039527085,0.0014324192,0.00017154547],"about_ca_topic_score_codex":0.00010940286,"about_ca_topic_score_gemma":0.00025864015,"teacher_disagreement_score":0.1824349,"about_ca_system_score_codex":0.0003070467,"about_ca_system_score_gemma":0.00019702723,"threshold_uncertainty_score":0.9738213},"labels":[],"label_agreement":null},{"id":"W2339880150","doi":"10.1213/ane.0000000000001178","title":"Does Obstructive Sleep Apnea Influence Perioperative Outcome? A Qualitative Systematic Review for the Society of Anesthesia and Sleep Medicine Task Force on Preoperative Preparation of Patients with Sleep-Disordered Breathing","year":2016,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":219,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Obstructive sleep apnea; MEDLINE; Perioperative; Systematic review; Sleep apnea; Meta-analysis; Sleep medicine; Intensive care medicine; Internal medicine; Surgery; Sleep disorder; Psychiatry","score_opus":0.02397669635572554,"score_gpt":0.35719604827559914,"score_spread":0.3332193519198736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339880150","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052985544,0.9664974,0.0014513097,0.0017878935,0.000028362654,0.024727795,0.00012061922,0.00005334132,0.000034673943],"genre_scores_gemma":[0.042474985,0.9483957,0.0016290008,0.0006649813,0.00013036958,0.0056746164,0.0003904056,0.00031541262,0.0003245064],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99175125,0.0019104279,0.0027530966,0.0012948991,0.0016320203,0.0006583292],"domain_scores_gemma":[0.98796725,0.0047455966,0.0029769444,0.0014020298,0.002664249,0.00024393621],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0022092897,0.0012969385,0.006530205,0.00032635254,0.00039426092,0.0000465357,0.0006610499,0.00043454499,0.00003654341],"category_scores_gemma":[0.0013919187,0.00052679016,0.0010579163,0.0009576325,0.0016754054,0.00044128994,0.00008032425,0.0006515972,0.000006314075],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011700157,0.00038746808,0.0008995042,0.9265617,0.007700942,0.000049521288,0.028297737,0.000008710768,0.000007994232,0.0019633418,0.000034527955,0.032918513],"study_design_scores_gemma":[0.009032582,0.012115636,0.006170283,0.9015714,0.045454737,0.0010867822,0.016653733,0.0008899163,0.00007995989,0.00022027876,0.0041440898,0.0025806013],"about_ca_topic_score_codex":0.00006272652,"about_ca_topic_score_gemma":0.000007654089,"teacher_disagreement_score":0.037753798,"about_ca_system_score_codex":0.00039928276,"about_ca_system_score_gemma":0.00022464519,"threshold_uncertainty_score":0.99997824},"labels":[],"label_agreement":null},{"id":"W2341269853","doi":"10.1183/13993003.01897-2015","title":"Effects of exercise training on sleep apnoea in patients with coronary artery disease: a randomised trial","year":2016,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto Sleep Institute; Toronto Rehabilitation Institute; Toronto General Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Canadian Thoracic Society; Toronto Rehab, University of Toronto; European Respiratory Society; Philips","keywords":"Medicine; Coronary artery disease; Physical therapy; Randomized controlled trial; Sleep (system call); Internal medicine; Cardiology; Disease","score_opus":0.0201522524503886,"score_gpt":0.2579574995824423,"score_spread":0.2378052471320537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341269853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99694145,0.00018552944,0.00010851845,0.00007551567,0.0002383131,0.0015682798,0.0000066379807,0.000020382085,0.00085536024],"genre_scores_gemma":[0.9993523,0.0000099602785,0.000057774505,0.0001388993,0.00028830336,0.000017996337,0.0000013996796,0.00007287717,0.000060532522],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99677277,0.0010244257,0.0005711585,0.00030418538,0.0009178619,0.00040957375],"domain_scores_gemma":[0.9983094,0.0003882473,0.00026898403,0.00031024785,0.00019363426,0.00052950525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011419012,0.00022524952,0.000489112,0.00044518776,0.00007834479,0.000022077882,0.00019385708,0.000045363617,0.00012800282],"category_scores_gemma":[0.000792837,0.00013016483,0.00015844936,0.00019232642,0.00018842994,0.00016095377,0.00004747098,0.00056247454,0.000056409954],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6859354,0.0011228113,0.114572145,0.00011926091,0.00017388148,0.0041205348,0.0003102329,0.0000049726773,0.004100505,0.000008795229,0.00010232419,0.18942913],"study_design_scores_gemma":[0.37940833,0.0028986824,0.6157284,0.001065235,0.00007646567,0.0000109427865,0.000019652764,0.0000026294772,0.0004374545,0.000004871184,0.00022865103,0.00011870895],"about_ca_topic_score_codex":1.13302754e-7,"about_ca_topic_score_gemma":1.1955503e-7,"teacher_disagreement_score":0.5011562,"about_ca_system_score_codex":0.00014598199,"about_ca_system_score_gemma":0.00011645589,"threshold_uncertainty_score":0.53079677},"labels":[],"label_agreement":null},{"id":"W2341292046","doi":"10.1056/jw200304110000003","title":"Treating Sleep Apnea May Help Patients with Heart Failure","year":2003,"lang":"en","type":"article","venue":"Journal watch","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Sleep apnea; Sleep (system call); Central sleep apnea; Apnea; Obstructive sleep apnea; Cardiology; Intensive care medicine; Internal medicine; Polysomnography","score_opus":0.010535277340953119,"score_gpt":0.26963075549182647,"score_spread":0.25909547815087336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341292046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873579,0.000046887377,0.00042559457,0.008739926,0.00015443449,0.0003171641,0.0000037087484,0.00002709475,0.0029272672],"genre_scores_gemma":[0.9882071,0.0000044909675,0.010332433,0.00021019022,0.0002450148,0.0000070482993,0.000006478491,0.00004823062,0.0009390006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978869,0.00014705583,0.00029744045,0.00023037916,0.0009107513,0.0005274985],"domain_scores_gemma":[0.99863726,0.00007251641,0.0001111529,0.00025051628,0.00050587935,0.00042269466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037306294,0.00018967624,0.00032181724,0.00012280424,0.0002717042,0.00008229209,0.000095014984,0.00008990166,0.0008263485],"category_scores_gemma":[0.00030118975,0.00012481472,0.0001117126,0.0003446082,0.00007235225,0.0001991478,0.000025024012,0.00080528477,0.00014051961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020479177,0.00028145447,0.98831624,0.000031356594,0.00013125043,0.00008447687,0.00021204638,0.000008641008,0.0015475011,0.000042303313,0.0033709612,0.005768998],"study_design_scores_gemma":[0.025796875,0.0050839125,0.7614799,0.00035972014,0.00044899993,0.004169859,0.0033010105,0.00038521033,0.033332475,0.00047728777,0.16418228,0.0009824632],"about_ca_topic_score_codex":0.000008449028,"about_ca_topic_score_gemma":0.000006699988,"teacher_disagreement_score":0.22683631,"about_ca_system_score_codex":0.00028182325,"about_ca_system_score_gemma":0.000055393626,"threshold_uncertainty_score":0.9047937},"labels":[],"label_agreement":null},{"id":"W2341722427","doi":"10.1093/bja/aew029","title":"Using the STOP-BANG questionnaire to predict hypoxaemia in patients recovering from noncardiac surgery: a prospective cohort analysis","year":2016,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Prospective cohort study; Perioperative; Cohort; Receiver operating characteristic; Surgery; Anesthesia; Internal medicine","score_opus":0.013963175468354466,"score_gpt":0.2665687359216605,"score_spread":0.25260556045330607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341722427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99651366,0.00055302127,0.0018552619,0.00039573785,0.00012722012,0.00046393427,0.000030885203,0.000011391981,0.000048881935],"genre_scores_gemma":[0.9985612,0.0001896071,0.00089871703,0.00007345112,0.00022170803,0.00000985633,0.0000035314122,0.000029565108,0.000012364853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975942,0.00029872218,0.00061583426,0.0002783632,0.00087074726,0.00034213025],"domain_scores_gemma":[0.9984094,0.00016099641,0.00029281472,0.0002472091,0.00064662186,0.00024298251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011550846,0.00014686705,0.0006889915,0.0005294494,0.00009809646,0.00007233151,0.00018128361,0.00008577856,0.000042060783],"category_scores_gemma":[0.0012050796,0.000108837805,0.0003822175,0.0010715881,0.00009991509,0.00030587876,0.000052198007,0.00033375548,0.000005528363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003040291,0.000094774245,0.88517916,0.0000053517215,0.00073138095,0.0005121792,0.00009568104,0.000046941113,0.00020964508,0.0000019613644,0.00011395096,0.11270495],"study_design_scores_gemma":[0.001079019,0.00020448072,0.99637634,0.00097793,0.0005238556,0.00015232853,0.000063243926,0.00008547004,0.00028400955,0.000057632227,0.00007277656,0.00012290261],"about_ca_topic_score_codex":0.0012911826,"about_ca_topic_score_gemma":0.00020850466,"teacher_disagreement_score":0.11258204,"about_ca_system_score_codex":0.00089492794,"about_ca_system_score_gemma":0.00016142224,"threshold_uncertainty_score":0.4438277},"labels":[],"label_agreement":null},{"id":"W2341781721","doi":"10.1097/aln.0000000000001037","title":"Suboptimal Diagnostic Accuracy of Obstructive Sleep Apnea in One Database Does Not Invalidate Previous Observational Studies","year":2016,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Observational study; Intensive care medicine; Sleep apnea; Internal medicine","score_opus":0.11519406457986375,"score_gpt":0.35341284910815457,"score_spread":0.23821878452829082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341781721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83352655,0.0015310094,0.000017057098,0.16184266,0.0006517138,0.0018052747,0.00050392636,0.000053959207,0.00006782197],"genre_scores_gemma":[0.6900282,0.003822438,0.005476935,0.2813212,0.012048266,0.0015306434,0.0045313817,0.00038326182,0.0008576889],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952559,0.00081489317,0.0011097025,0.0010997687,0.0007769988,0.0009427327],"domain_scores_gemma":[0.9832444,0.014033886,0.00067095726,0.0011184873,0.0008217554,0.00011051938],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006441207,0.0005982123,0.0019284672,0.0006461703,0.000070436145,0.000011626924,0.0005995625,0.0008849556,0.00035655138],"category_scores_gemma":[0.01318926,0.00039880932,0.00021850588,0.00033450362,0.0013884827,0.00025675088,0.00045106997,0.0017741035,0.00014006534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003982635,0.0008311051,0.7903669,0.008037723,0.0046606334,0.016398389,0.0018097241,0.000012889816,0.026469113,0.0012684002,0.096095696,0.050066818],"study_design_scores_gemma":[0.009140575,0.0037161848,0.85038733,0.0028650786,0.0014842177,0.00094128674,0.00049788767,0.0000735829,0.027582726,0.0050480007,0.096227765,0.002035346],"about_ca_topic_score_codex":0.00012779927,"about_ca_topic_score_gemma":0.00002559571,"teacher_disagreement_score":0.14349839,"about_ca_system_score_codex":0.0002953262,"about_ca_system_score_gemma":0.00019822925,"threshold_uncertainty_score":0.9998464},"labels":[],"label_agreement":null},{"id":"W2341901559","doi":"10.1177/1479972316643699","title":"The effects of exercise modality and intensity on energy expenditure and cardiorespiratory response in adults with obesity and treated obstructive sleep apnoea","year":2016,"lang":"en","type":"article","venue":"Chronic Respiratory Disease","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"West Park Healthcare Centre; University of Toronto","funders":"","keywords":"Cardiorespiratory fitness; Medicine; Physical therapy; Obesity; Body mass index; Treadmill; Ventilatory threshold; Respiratory exchange ratio; Metabolic equivalent; VO2 max; Energy expenditure; Exercise intensity; Internal medicine; Cardiology; Heart rate; Blood pressure; Physical activity","score_opus":0.006605035177356843,"score_gpt":0.23997814304247658,"score_spread":0.23337310786511975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341901559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869554,0.011740076,0.000020221334,0.00017688854,0.00005310678,0.00095347554,0.000046291014,0.00003107656,0.000023460458],"genre_scores_gemma":[0.9992576,0.00038551373,0.0000070611236,0.00008904399,0.000057194746,0.00013970927,0.0000022809052,0.00003584142,0.00002570552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99745905,0.0005982811,0.0003063074,0.00072842895,0.0004766399,0.00043128294],"domain_scores_gemma":[0.9973691,0.00091054925,0.00013406649,0.00074302824,0.00021798002,0.0006252568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045264055,0.00033425746,0.00056920137,0.0002099153,0.00017976442,0.00002370278,0.00011891963,0.00013709396,0.000005275403],"category_scores_gemma":[0.0009215143,0.00018517338,0.000066152556,0.0002006141,0.0015298865,0.00016628165,0.00017453807,0.0002434663,0.000001150441],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.13632208,0.00035876178,0.69177824,0.0017176706,0.0002776821,0.0013089817,0.00051581266,0.0000044918293,0.017165545,0.000365991,0.00005148343,0.15013327],"study_design_scores_gemma":[0.009374432,0.0018026796,0.97190523,0.0013356219,0.00013741563,0.000010606461,0.00014941106,0.00008248271,0.01460872,0.00013025188,0.00023534382,0.00022781981],"about_ca_topic_score_codex":0.000055768003,"about_ca_topic_score_gemma":0.000038257793,"teacher_disagreement_score":0.280127,"about_ca_system_score_codex":0.00044022436,"about_ca_system_score_gemma":0.00022917517,"threshold_uncertainty_score":0.75511515},"labels":[],"label_agreement":null},{"id":"W2342402095","doi":"10.1002/ppul.23440","title":"Changes to a pediatric sleep disordered breathing clinic improve wait-times and clinic efficiency","year":2016,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Chromatin structure remodeling (RSC) complex; Sleep disordered breathing; Referral; Concomitant; Pediatrics; Physical therapy; Emergency medicine; Internal medicine; Obstructive sleep apnea; Family medicine","score_opus":0.018352660687872276,"score_gpt":0.3062682675200199,"score_spread":0.2879156068321476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342402095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822441,0.0026553131,0.00085698004,0.010638802,0.0008568584,0.0012205084,0.000043460077,0.00020289201,0.0012811098],"genre_scores_gemma":[0.990401,0.00325951,0.0009183537,0.0004233593,0.0022746895,0.00017799065,0.0000071318063,0.000078812554,0.0024591486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99635005,0.00021035975,0.0006609443,0.0011474115,0.00043989564,0.001191318],"domain_scores_gemma":[0.99698234,0.0012505983,0.00023894414,0.0007104339,0.00023479652,0.0005828877],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008358119,0.00039138008,0.0007647877,0.0010741773,0.00017047887,0.000030175266,0.00036597543,0.0004184829,0.0009461594],"category_scores_gemma":[0.0023543837,0.00027944095,0.00014403813,0.0009941971,0.0001952624,0.00013389326,0.00054249295,0.0004916056,0.0017060047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007863378,0.00053075526,0.817738,0.0002839288,0.000099566,0.00020455281,0.00045307341,1.6722173e-7,0.0032591934,0.00010298128,0.0010128372,0.17552863],"study_design_scores_gemma":[0.013465465,0.0093985535,0.9651544,0.00003376119,0.0016205171,0.00055984815,0.00059613097,0.00051654765,0.00087832997,0.0018659666,0.0043112137,0.0015992632],"about_ca_topic_score_codex":0.000067298024,"about_ca_topic_score_gemma":0.000027691553,"teacher_disagreement_score":0.17392938,"about_ca_system_score_codex":0.000147441,"about_ca_system_score_gemma":0.00013205138,"threshold_uncertainty_score":0.9999671},"labels":[],"label_agreement":null},{"id":"W2342579976","doi":"10.1183/13993003.01088-2015","title":"Endoscopy evaluation to predict oral appliance outcomes in obstructive sleep apnoea","year":2016,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Japan Society for the Promotion of Science; World Health Organization","keywords":"Medicine; Oral appliance; Supine position; Interquartile range; Airway; Polysomnography; Receiver operating characteristic; Anesthesia; Area under the curve; Surgery; Obstructive sleep apnea; Internal medicine; Apnea","score_opus":0.05485987903730284,"score_gpt":0.35132634914156324,"score_spread":0.2964664701042604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342579976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98319167,0.00019102907,0.003623249,0.0008404489,0.0005499164,0.0009529782,0.000016081132,0.00005083772,0.010583761],"genre_scores_gemma":[0.9967242,0.0000063578996,0.0015767049,0.0007235832,0.0005640843,0.000029659619,0.0000011094571,0.00007958454,0.00029475347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954934,0.001267718,0.0006574929,0.00048022455,0.0014224839,0.0006786699],"domain_scores_gemma":[0.9980155,0.0001520533,0.0001971565,0.00048431428,0.0005687778,0.0005821949],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037409072,0.00026335422,0.00040403983,0.00058011257,0.00015275793,0.00006583119,0.00035495445,0.00005642997,0.000882275],"category_scores_gemma":[0.0018584618,0.00017378385,0.00013453014,0.00042663087,0.00014876535,0.00041154,0.00016895962,0.00060731906,0.0011146549],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006749145,0.00015183316,0.5595669,0.000014071927,0.00012564608,0.0006150397,0.00025187514,0.000035163786,0.07661786,0.00007787136,0.00038339233,0.3614854],"study_design_scores_gemma":[0.0072774277,0.00070923497,0.97562635,0.00016988789,0.000054106386,0.00015002758,0.00015849316,0.00006765881,0.00585642,0.00011689441,0.009590789,0.00022271402],"about_ca_topic_score_codex":0.0000022104944,"about_ca_topic_score_gemma":0.000007215425,"teacher_disagreement_score":0.4160594,"about_ca_system_score_codex":0.00080827734,"about_ca_system_score_gemma":0.0001463464,"threshold_uncertainty_score":0.9996631},"labels":[],"label_agreement":null},{"id":"W2343953831","doi":"10.5665/sleep.5776","title":"Sleep Apnea Severity Classification — Revisited","year":2016,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Sleep apnea; Medicine; Apnea; Sleep (system call); Obstructive sleep apnea; Polysomnography; Internal medicine; Computer science","score_opus":0.03299104352564118,"score_gpt":0.3048707278414133,"score_spread":0.2718796843157721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343953831","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010851226,0.0005119274,0.0029002384,0.94676656,0.0010786324,0.001889954,0.00030940524,0.0003933895,0.0450648],"genre_scores_gemma":[0.066000775,0.00012195714,0.0019009123,0.86461294,0.03729229,0.00046911644,0.005024559,0.0006278327,0.02394963],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954419,0.0003100911,0.0006161076,0.0011345578,0.0014784762,0.0010188331],"domain_scores_gemma":[0.99679714,0.0001873691,0.00031521247,0.0017881742,0.0006588078,0.00025326258],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.000445085,0.0005623329,0.00086808705,0.0005300538,0.00014689284,0.00007071173,0.0004988582,0.0014199114,0.0030866386],"category_scores_gemma":[0.00044695957,0.00043794562,0.00039443574,0.0004903273,0.00033589397,0.00016511223,0.00020991397,0.0029174031,0.004282735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015141799,0.000060609218,0.0030889132,0.0007591167,0.00040354757,0.0007580951,0.000047762253,3.9195157e-8,0.0031060006,0.00011011398,0.78514415,0.20637023],"study_design_scores_gemma":[0.0014303847,0.00014660618,0.008209554,0.0001464242,0.00032209052,0.00013727497,0.000015923266,0.0007841554,0.00052987586,0.00026069488,0.98751056,0.00050647574],"about_ca_topic_score_codex":0.00001600378,"about_ca_topic_score_gemma":0.0000010377971,"teacher_disagreement_score":0.20586376,"about_ca_system_score_codex":0.0007173134,"about_ca_system_score_gemma":0.00005466739,"threshold_uncertainty_score":0.99987644},"labels":[],"label_agreement":null},{"id":"W2345180057","doi":"10.1097/jnn.0000000000000196","title":"Obstructive Sleep Apnea as an Independent Stroke Risk Factor","year":2016,"lang":"en","type":"review","venue":"Journal of Neuroscience Nursing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Continuous positive airway pressure; Obstructive sleep apnea; CINAHL; Risk factor; Observational study; Physical therapy; Sleep apnea; Randomized controlled trial; Psychological intervention; Emergency medicine; Intensive care medicine; Internal medicine; Nursing","score_opus":0.06883404392421065,"score_gpt":0.4055981099948558,"score_spread":0.33676406607064513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345180057","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012495563,0.9766453,0.0017553598,0.00014949855,0.0065546297,0.0011752308,0.00022659265,0.00004269223,0.00095513597],"genre_scores_gemma":[0.01353717,0.98402596,0.00061690336,0.000052974694,0.001401044,0.000005899733,0.0000016669409,0.00012567933,0.00023269802],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99371064,0.00073347957,0.001314617,0.00077418826,0.0026201128,0.0008469705],"domain_scores_gemma":[0.99497217,0.00035527835,0.0022770027,0.00067964767,0.00067630224,0.0010396005],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00081370765,0.00057725754,0.0021073387,0.0013518214,0.00030213196,0.00019929252,0.0010533029,0.0003539105,0.00011318223],"category_scores_gemma":[0.0021946933,0.00036546684,0.0009272218,0.00075756246,0.0008239715,0.0009871366,0.00010910754,0.002565653,0.000050478273],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093996096,0.00023431535,0.00010814507,0.00048490916,0.00005887034,0.0005668136,0.00018918386,5.1666643e-7,0.0015814069,0.000027300859,0.0000065190666,0.996648],"study_design_scores_gemma":[0.0071539567,0.017564487,0.029632136,0.07123314,0.0064044814,0.08549947,0.0017673075,0.00042692584,0.0014756492,0.0014756012,0.7744251,0.0029417404],"about_ca_topic_score_codex":0.0000029079818,"about_ca_topic_score_gemma":3.6184542e-7,"teacher_disagreement_score":0.9937063,"about_ca_system_score_codex":0.001271244,"about_ca_system_score_gemma":0.0007417231,"threshold_uncertainty_score":0.9998797},"labels":[],"label_agreement":null},{"id":"W2345800492","doi":"10.1016/j.chest.2016.02.671","title":"Going Beyond the Apnea-Hypopnea Index","year":2016,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto; St. Michael's Hospital","funders":"National Institutes of Health","keywords":"Medicine; Apnea–hypopnea index; Index (typography); Apnea; Internal medicine; Polysomnography; World Wide Web","score_opus":0.02644609559095351,"score_gpt":0.2934138352389895,"score_spread":0.266967739648036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345800492","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018740203,0.0010715271,0.0012709977,0.97033745,0.001844542,0.00044154073,0.00002428806,0.00004583106,0.023089793],"genre_scores_gemma":[0.016557747,0.0002825665,0.000688866,0.8334634,0.10900711,0.000045782897,0.00005714071,0.00037086077,0.039526537],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99606234,0.00024753527,0.0005561356,0.0004182798,0.001643995,0.0010717044],"domain_scores_gemma":[0.99752873,0.00052080856,0.00039216274,0.0007946488,0.00046851469,0.0002951285],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009549157,0.00043808334,0.0006135376,0.00038321095,0.00043294605,0.00024466854,0.00076291506,0.0008161569,0.00185978],"category_scores_gemma":[0.0005071249,0.00022679579,0.0004473488,0.0002466201,0.00053021393,0.00016127957,0.00022837275,0.009043594,0.0010497862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000718618,0.00001953232,0.0042180805,0.00022014457,0.00048265938,0.0040397197,0.00012964763,1.1903608e-7,0.0007742154,0.000011921007,0.93504703,0.054985076],"study_design_scores_gemma":[0.0014227041,0.00013201637,0.0034863646,0.00020887496,0.0001855226,0.007570435,0.000048489215,0.000030148405,0.00042102227,0.00081155123,0.98541266,0.00027022875],"about_ca_topic_score_codex":0.000003132649,"about_ca_topic_score_gemma":8.3793384e-7,"teacher_disagreement_score":0.13687408,"about_ca_system_score_codex":0.00055907463,"about_ca_system_score_gemma":0.00033527476,"threshold_uncertainty_score":0.999728},"labels":[],"label_agreement":null},{"id":"W2346033725","doi":"10.2147/nss.s103702","title":"A novel implantable device for the treatment of obstructive sleep apnea: clinical safety and feasibility","year":2016,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Apnea; Sleep (system call); Intensive care medicine; Anesthesia","score_opus":0.046204116512761635,"score_gpt":0.3830832337740927,"score_spread":0.3368791172613311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346033725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99386966,0.0016218952,0.0015455382,0.0011048255,0.00020264025,0.0010046078,0.00013283643,0.0000073193223,0.00051066873],"genre_scores_gemma":[0.99654645,0.0002638936,0.0030065095,0.00004177814,0.000075633114,0.000012096123,0.0000012491487,0.0000063193156,0.000046076508],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984763,0.000026374231,0.0003328433,0.00044688373,0.0004262679,0.00029130164],"domain_scores_gemma":[0.99757165,0.0012578741,0.00013251347,0.00035906216,0.00051442685,0.00016445306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010684194,0.00012475776,0.00039337098,0.000089622474,0.00018318868,0.000011729164,0.00016992299,0.0001532011,0.000009307485],"category_scores_gemma":[0.00077356363,0.00005661783,0.000088851266,0.0003334141,0.0021958235,0.00016520817,0.00007188011,0.00015146886,4.664033e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030873255,0.0005770622,0.19889176,0.000098706056,0.00020675524,0.0000019758697,0.0004993278,6.655896e-7,0.1510378,0.0035445553,0.000010186341,0.6420439],"study_design_scores_gemma":[0.0071506384,0.0024643736,0.92661744,0.0000444036,0.00021080727,0.00008217407,0.0005945164,0.001445418,0.05948898,0.000595599,0.0011795631,0.00012607462],"about_ca_topic_score_codex":0.000031226686,"about_ca_topic_score_gemma":0.000026456633,"teacher_disagreement_score":0.7277257,"about_ca_system_score_codex":0.00010139903,"about_ca_system_score_gemma":0.00008246415,"threshold_uncertainty_score":0.8090603},"labels":[],"label_agreement":null},{"id":"W2346921574","doi":"10.1002/lary.26042","title":"Utility of brain MRI in children with sleep‐disordered breathing","year":2016,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Polysomnography; Magnetic resonance imaging; Obstructive sleep apnea; Pediatrics; Etiology; Neurosurgery; Apnea; Radiology; Internal medicine","score_opus":0.012209813736801307,"score_gpt":0.27362947062597565,"score_spread":0.26141965688917435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346921574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843872,0.000159333,0.0006858181,0.010059239,0.000018244558,0.0007419914,0.000018623914,0.00003122577,0.0038982877],"genre_scores_gemma":[0.9990001,0.00001919834,0.00041390996,0.00017009638,0.000041125953,0.000016127824,0.0000048497177,0.00002496087,0.00030963123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862814,0.00017037602,0.0002191507,0.0002610458,0.00038803936,0.00033327215],"domain_scores_gemma":[0.9990077,0.00019458092,0.000065824686,0.00057099137,0.00008220188,0.00007867232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057658844,0.00013302792,0.000287264,0.000104235376,0.00004607319,0.000007153399,0.0002309625,0.000059810172,0.0004711619],"category_scores_gemma":[0.00019011719,0.00006174109,0.000048015318,0.00035693523,0.0003286397,0.00010621957,0.00012230278,0.00021912476,0.00004432785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043583647,0.00015768719,0.96026725,0.000027716287,0.00013965735,0.0000075930516,0.0003871763,6.537076e-7,0.01365665,0.0002611785,0.00015812939,0.024500484],"study_design_scores_gemma":[0.0032473507,0.00023213343,0.9832091,0.00011758899,0.000029933404,0.00005243964,0.00008308486,0.00013502823,0.012388631,0.0002421248,0.00017725003,0.00008535707],"about_ca_topic_score_codex":0.00043146632,"about_ca_topic_score_gemma":0.00013321436,"teacher_disagreement_score":0.024415126,"about_ca_system_score_codex":0.00003504706,"about_ca_system_score_gemma":0.000047779715,"threshold_uncertainty_score":0.5158893},"labels":[],"label_agreement":null},{"id":"W23473646","doi":"10.1016/j.jacc.2010.08.627","title":"Obstructive Sleep Apnea and Heart Failure","year":2011,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":334,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; Canadian Sleep & Circadian Network; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Heart failure; Cardiology; Internal medicine; Blood pressure; Randomized controlled trial; Sleep apnea; Hypoxia (environmental)","score_opus":0.028460552545020192,"score_gpt":0.32202408406408345,"score_spread":0.2935635315190633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W23473646","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026666024,0.99437106,0.000070823226,0.00044849148,0.00059505407,0.00075891794,0.00018501654,0.0000058580686,0.0008982087],"genre_scores_gemma":[0.010765869,0.98507744,0.0028797712,0.000071639406,0.0010163245,0.000014710924,0.0000020384437,0.000081764665,0.000090461785],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968099,0.0010843847,0.001020593,0.00028351325,0.00043353636,0.00036809937],"domain_scores_gemma":[0.9959226,0.00054037897,0.002044157,0.0006267968,0.0006354391,0.00023057971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006466813,0.00037296631,0.005304051,0.0004957043,0.00006676577,0.0000044280355,0.0005401138,0.00021410262,0.000020817872],"category_scores_gemma":[0.0006521336,0.0002132827,0.0016466043,0.0007304476,0.0020447988,0.000055670444,0.00034708472,0.0013489409,0.0000053199155],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087151956,0.000078491,0.005592364,0.0064288974,0.011724118,0.0007714584,0.00007345702,0.0000028536958,0.0001238001,0.0008009129,0.0065919943,0.9669401],"study_design_scores_gemma":[0.0006187964,0.0012649514,0.0035103625,0.0011741801,0.0029925318,0.03073034,0.0003514366,0.0000012627912,0.000015786725,0.0001396792,0.95901585,0.00018483654],"about_ca_topic_score_codex":0.0000066632647,"about_ca_topic_score_gemma":0.0000010851857,"teacher_disagreement_score":0.9667553,"about_ca_system_score_codex":0.00020873509,"about_ca_system_score_gemma":0.00039230034,"threshold_uncertainty_score":0.8697416},"labels":[],"label_agreement":null},{"id":"W2347741680","doi":"","title":"Role of oxidative stress and sleep structure on cognitive dysfunction in patients with obstructive sleep apnea-hypopnea syndrome","year":2013,"lang":"en","type":"article","venue":"Linchuang huicui","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Internal medicine; Hypopnea; Oxidative stress; Montreal Cognitive Assessment; Malondialdehyde; Gastroenterology; Sleep apnea; Superoxide dismutase; Endocrinology; Apnea; Cognitive impairment; Disease","score_opus":0.005862509935634195,"score_gpt":0.2251310227030603,"score_spread":0.2192685127674261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347741680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99650776,0.00012813682,0.00007960128,0.00006153321,0.000092990565,0.0019163858,0.00024473583,0.000039623923,0.00092921837],"genre_scores_gemma":[0.99880886,0.0000027392862,0.00065716717,0.000060907198,0.000053145544,0.00008300807,0.00024314625,0.0000577085,0.000033323293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997578,0.00014008743,0.00038535558,0.00063983415,0.0007705095,0.00048617113],"domain_scores_gemma":[0.99823546,0.00026330576,0.00022661156,0.00033536187,0.00070561003,0.00023365552],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008205902,0.00036455257,0.00059231906,0.00046398106,0.000085223364,0.000033729648,0.00012242075,0.0002208507,0.0003476518],"category_scores_gemma":[0.00023397,0.0002840144,0.000058568567,0.00055103144,0.0003991684,0.0003741739,0.00010978334,0.0006477223,0.00003985946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001765878,0.0006124877,0.92733157,0.00021962116,0.00054435304,0.00003382636,0.00144166,0.000049243346,0.003385758,0.00032623636,0.000003772926,0.06428562],"study_design_scores_gemma":[0.0062158788,0.0023614243,0.97274905,0.00027880675,0.00012961769,0.000017601315,0.00271851,0.00078268483,0.013854119,0.0006149201,0.0000029331077,0.0002744374],"about_ca_topic_score_codex":0.00028031314,"about_ca_topic_score_gemma":0.00006113607,"teacher_disagreement_score":0.06401119,"about_ca_system_score_codex":0.00017732165,"about_ca_system_score_gemma":0.000024288805,"threshold_uncertainty_score":0.9999612},"labels":[],"label_agreement":null},{"id":"W2349698848","doi":"","title":"Treatment of obstructive sleep apnea-hypopnea syndrome with radiofrequency volumetric tissue reduction collaborating upper-airway procedure","year":2009,"lang":"en","type":"article","venue":"Jiefangjun yixue zazhi","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hypopnea; Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; SSS*; Polysomnography; Anesthesia; Apnea; Lethargy; Oxygen saturation; Internal medicine; Oxygen","score_opus":0.011934916388986081,"score_gpt":0.27893077572980784,"score_spread":0.26699585934082176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2349698848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887589,0.0022811613,0.00039349415,0.0012067319,0.0003115153,0.0024872841,0.00006780403,0.00019911701,0.004293961],"genre_scores_gemma":[0.9857051,0.00006804935,0.012048108,0.00003083029,0.00035011242,0.00013108825,0.00009256849,0.00008555076,0.0014885874],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9963676,0.00013818507,0.00068661635,0.0009178306,0.0010849013,0.00080488605],"domain_scores_gemma":[0.9972743,0.00009153101,0.00040467567,0.00085578125,0.0009661705,0.00040755805],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017293112,0.00055173435,0.0010465023,0.0009985545,0.00024359954,0.00005781273,0.00023224803,0.00028658594,0.00020509248],"category_scores_gemma":[0.0003093811,0.00044080362,0.00017192628,0.0039879885,0.0003306007,0.00042698812,0.000030278963,0.00036941466,0.000068567795],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002871236,0.0038841977,0.05942666,0.0006913606,0.0016255827,0.0023912077,0.004796262,0.00019882574,0.24854256,0.0015819573,0.00032331693,0.67366683],"study_design_scores_gemma":[0.021135118,0.058642402,0.43736783,0.0005009327,0.0018840333,0.023023302,0.0075744116,0.0032302847,0.43941125,0.00054809696,0.0045519904,0.0021303447],"about_ca_topic_score_codex":0.00014088895,"about_ca_topic_score_gemma":0.000008240401,"teacher_disagreement_score":0.6715365,"about_ca_system_score_codex":0.0011338991,"about_ca_system_score_gemma":0.00026692852,"threshold_uncertainty_score":0.9998044},"labels":[],"label_agreement":null},{"id":"W2350555407","doi":"","title":"Cognitive Function Change of Patients with Obstructive Sleep Apnea-hypopnea Syndrome","year":2013,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Obstructive sleep apnea; Medicine; Montreal Cognitive Assessment; Hypopnea; Polysomnography; Audiology; Physical therapy; Recall; Apnea; Physical medicine and rehabilitation; Internal medicine; Cognitive impairment; Psychology; Psychiatry; Cognitive psychology","score_opus":0.02165079452803897,"score_gpt":0.2561500234214844,"score_spread":0.23449922889344543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2350555407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99032503,0.000041009054,0.0009918009,0.00012072929,0.0001338638,0.0023193914,0.00003890031,0.00006499841,0.0059642857],"genre_scores_gemma":[0.99835575,0.000001099,0.00065731106,0.00015496362,0.000058001464,0.00029567757,0.00011607392,0.000043242584,0.00031790638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981501,0.00005729293,0.00027129188,0.0003851678,0.0007407558,0.00039535604],"domain_scores_gemma":[0.9978304,0.00011474667,0.00013367411,0.00027036938,0.0014237155,0.0002270868],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007566177,0.0002183922,0.0004066139,0.0002769277,0.00006151665,0.000016038872,0.00008311007,0.00010701767,0.0031556336],"category_scores_gemma":[0.000120676385,0.000154665,0.0000777937,0.00047388396,0.0002946457,0.00046802525,0.00008100052,0.00025149464,0.0004225733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011501272,0.0006170574,0.9008688,0.0001589146,0.0007337663,0.000020034635,0.0005100565,2.3789283e-7,0.00052314467,0.00029904785,0.00003079033,0.09508806],"study_design_scores_gemma":[0.0039215055,0.0023247115,0.9902179,0.000048226197,0.00020995812,0.000018210801,0.0012992752,0.00018279074,0.0014551135,0.00013196026,0.000020305211,0.00017002175],"about_ca_topic_score_codex":0.00030667713,"about_ca_topic_score_gemma":0.000010587631,"teacher_disagreement_score":0.094918035,"about_ca_system_score_codex":0.000083535175,"about_ca_system_score_gemma":0.000016268285,"threshold_uncertainty_score":0.99775565},"labels":[],"label_agreement":null},{"id":"W2351706500","doi":"","title":"Effect of mandibular advancement device on quality of life in patients with OSAHS","year":2011,"lang":"en","type":"article","venue":"Jiangsu Medical Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hypopnea; Obstructive sleep apnea; Quality of life (healthcare); Sleep quality; Apnea; Sleep apnea; Apnea–hypopnea index; Life quality; Anesthesia; Excessive daytime sleepiness; Physical therapy; Sleep disorder; Polysomnography; Insomnia; Psychiatry; Nursing","score_opus":0.024882050584286414,"score_gpt":0.3405699421809106,"score_spread":0.31568789159662414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2351706500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976752,0.00011479341,0.00029724577,0.00023311844,0.00009366597,0.00034675727,0.000003993806,0.000004357144,0.0012308629],"genre_scores_gemma":[0.9991838,0.00002235711,0.00053958246,0.00015239445,0.00006730178,0.0000059672952,0.0000038567814,0.000014133065,0.000010616366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99630004,0.000419127,0.0006530476,0.00015751821,0.0021921142,0.00027815794],"domain_scores_gemma":[0.9984898,0.00024367546,0.00028547508,0.00021010402,0.0002396177,0.0005313145],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021560628,0.0001278987,0.0005687959,0.00021235457,0.00002322453,0.0000025606184,0.00017274814,0.00010013875,0.0013521415],"category_scores_gemma":[0.0019025758,0.00007713379,0.000083743784,0.00023131707,0.00020681544,0.0000632659,0.000049418333,0.00064696814,0.000011581666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008766637,0.0008731315,0.9204408,0.0003337706,0.00014799395,0.00008629778,0.00020789004,4.2755806e-7,0.0001015693,0.00008454429,0.000020205416,0.06893671],"study_design_scores_gemma":[0.013308775,0.007649282,0.97417426,0.00057159003,0.000045417437,0.000012186194,0.000060592774,0.000023611055,0.003978617,0.000022945524,0.00007639013,0.00007631362],"about_ca_topic_score_codex":0.000051644958,"about_ca_topic_score_gemma":0.000011130178,"teacher_disagreement_score":0.0688604,"about_ca_system_score_codex":0.00011315612,"about_ca_system_score_gemma":0.00012470955,"threshold_uncertainty_score":0.9995608},"labels":[],"label_agreement":null},{"id":"W2352395831","doi":"","title":"The quality of life in patients with obstructive sleep apnea hypopnea syndrome after treatment","year":2008,"lang":"en","type":"article","venue":"Clinical Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Uvulopalatopharyngoplasty; Epworth Sleepiness Scale; Obstructive sleep apnea; Hypopnea; Quality of life (healthcare); Body mass index; Physical therapy; Apnea; Apnea–hypopnea index; Polysomnography; Anesthesia; Internal medicine","score_opus":0.06914345316023796,"score_gpt":0.3823151032767517,"score_spread":0.31317165011651377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2352395831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99551356,0.00047196337,0.000032624284,0.0017146178,0.00031714153,0.0011409676,0.000015947042,0.000023397193,0.0007697703],"genre_scores_gemma":[0.99890786,0.00008723938,0.0002507338,0.00027056,0.00019211885,0.00009513133,0.000021013237,0.000032435022,0.00014289426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99595034,0.00047279234,0.0015379657,0.0005118454,0.0010662918,0.0004607884],"domain_scores_gemma":[0.9953881,0.002494125,0.00033684293,0.0008398658,0.00046224258,0.00047884212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010257845,0.0002670877,0.0012298615,0.00013444498,0.00009391921,0.0000029581754,0.00018076904,0.00016430445,0.00017479002],"category_scores_gemma":[0.0045181736,0.00013135534,0.00015845454,0.0004852116,0.0026986373,0.00006773462,0.000080790494,0.000519502,0.000033168897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067668743,0.0009866446,0.9713866,0.000040753333,0.00028180645,0.0001401831,0.00029555222,7.098672e-7,0.0000069193925,0.000049396935,0.00002272789,0.02002183],"study_design_scores_gemma":[0.017515454,0.0070926696,0.9744528,0.00008109042,0.000087316585,0.000021487405,0.00028302215,0.000037781138,0.00001649248,0.00007491326,0.00021385947,0.00012312054],"about_ca_topic_score_codex":0.00019604879,"about_ca_topic_score_gemma":0.000060843297,"teacher_disagreement_score":0.01989871,"about_ca_system_score_codex":0.00019691187,"about_ca_system_score_gemma":0.00010869546,"threshold_uncertainty_score":0.99432415},"labels":[],"label_agreement":null},{"id":"W2356192212","doi":"","title":"Cognitive function in patients with obstructive sleep apnea-hypopnea syndrome","year":2009,"lang":"en","type":"article","venue":"Jiangsu Medical Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Epworth Sleepiness Scale; Polysomnography; Hypopnea; Medicine; Montreal Cognitive Assessment; Body mass index; Cognition; Internal medicine; Physical therapy; Apnea–hypopnea index; Apnea; Anesthesia; Cognitive impairment; Psychiatry","score_opus":0.010127926718767446,"score_gpt":0.2697243688559996,"score_spread":0.25959644213723215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2356192212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917004,0.00012219323,0.0024912604,0.0020467553,0.0003430481,0.0005356938,0.000008041446,0.0000405594,0.0027120502],"genre_scores_gemma":[0.99788195,0.0000070651768,0.00038892162,0.0012383554,0.00034209542,0.000009837021,0.000032453983,0.000031623644,0.000067684174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954842,0.00018085282,0.000542416,0.00039329185,0.0026936966,0.00070559816],"domain_scores_gemma":[0.99779344,0.0001527076,0.00018556738,0.00018520613,0.000621048,0.0010620225],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000603119,0.00026918316,0.00053877337,0.00052949315,0.00014869591,0.000053386153,0.00019029074,0.00026839782,0.0015656743],"category_scores_gemma":[0.0012215818,0.00019234447,0.00012369447,0.00072492665,0.0002903579,0.0003550011,0.000045135905,0.0020419275,0.00012517584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047158073,0.0012167526,0.506027,0.00002571691,0.00035836658,0.0037606333,0.00030007228,0.0000018896053,0.000043687498,0.00011807075,0.00010707011,0.48332494],"study_design_scores_gemma":[0.012138679,0.003885356,0.97973067,0.00030230667,0.00016204017,0.002234474,0.0004459763,0.00023330942,0.000043745353,0.0005062268,0.000108798165,0.00020839786],"about_ca_topic_score_codex":0.000007303867,"about_ca_topic_score_gemma":0.0000054681987,"teacher_disagreement_score":0.48311654,"about_ca_system_score_codex":0.00034273003,"about_ca_system_score_gemma":0.0001742592,"threshold_uncertainty_score":0.99934703},"labels":[],"label_agreement":null},{"id":"W2358268435","doi":"10.5664/jcsm.5808","title":"Accuracy of Automatic Polysomnography Scoring Using Frontal Electrodes","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Research Manitoba","funders":"","keywords":"Polysomnography; Medicine; Sleep medicine; Sleep (system call); Electroencephalography; Sleep disorder; Psychiatry; Cognition","score_opus":0.09743985998846004,"score_gpt":0.454772591398354,"score_spread":0.35733273140989397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2358268435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98601395,0.0018767392,0.0071553867,0.003400864,0.00088356814,0.00023621428,0.0000022728727,0.00001781657,0.000413195],"genre_scores_gemma":[0.99045557,0.0004352217,0.0065495474,0.0001907962,0.002310586,0.0000010076736,5.719334e-7,0.000032243093,0.000024466986],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99465036,0.00031244694,0.0029027746,0.0002416494,0.0014511399,0.00044162397],"domain_scores_gemma":[0.9930084,0.0032003582,0.0018718621,0.0004113981,0.0008986745,0.0006093294],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0038135631,0.00021268261,0.0015856641,0.00059591426,0.000048588037,0.0000058789583,0.00032877616,0.00017161998,0.00072981097],"category_scores_gemma":[0.015433163,0.000109218025,0.0005867978,0.0005136854,0.0008169611,0.00029834826,0.00007914096,0.0007215658,0.000008657198],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012507541,0.00040250763,0.4038488,0.00013865653,0.00074467325,0.0001822739,0.00007754542,0.0000010914446,0.16736646,0.00008877362,0.0001434789,0.425755],"study_design_scores_gemma":[0.030507248,0.012118096,0.9060677,0.0057796873,0.0017901814,0.0016891744,0.00047087195,0.0018728182,0.037045963,0.001376271,0.0009465682,0.0003353747],"about_ca_topic_score_codex":0.000027760361,"about_ca_topic_score_gemma":0.0000029175658,"teacher_disagreement_score":0.50221896,"about_ca_system_score_codex":0.00011858427,"about_ca_system_score_gemma":0.00020309734,"threshold_uncertainty_score":0.99286026},"labels":[],"label_agreement":null},{"id":"W2367058229","doi":"","title":"Relationships Between Health-Related Quality of Life and Social Support in Patients with Obstructive Sleep Apnea-Hypopnea Syndrome","year":2009,"lang":"en","type":"article","venue":"Zhongguo huxi yu weizhong jianhu zazhi","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Stepwise regression; Polysomnography; Obstructive sleep apnea; Hypopnea; Quality of life (healthcare); Physical therapy; Apnea–hypopnea index; Apnea; Internal medicine; Logistic regression; Rating scale; Excessive daytime sleepiness; Sleep apnea; Social support; Sleep disorder; Insomnia; Psychiatry; Statistics","score_opus":0.04076402090122673,"score_gpt":0.3029813133459387,"score_spread":0.262217292444712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2367058229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994146,0.00012099994,0.00012221461,0.0027804684,0.00010427925,0.0015438463,0.00017974201,0.00010652719,0.0008959361],"genre_scores_gemma":[0.9980616,0.0000030946953,0.0010899643,0.00014756071,0.00008090513,0.000022517534,0.00041240206,0.00006977918,0.000112168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944417,0.0007912584,0.0016516119,0.00085674145,0.0013192724,0.0009394084],"domain_scores_gemma":[0.9972999,0.00035567323,0.0007592344,0.0005611655,0.0004371528,0.0005868909],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015144263,0.00047209318,0.0015670481,0.00068574114,0.00036146826,0.000039009392,0.00025926958,0.00042367904,0.00014018739],"category_scores_gemma":[0.0006557988,0.0004410833,0.0001623996,0.0012200117,0.0005638062,0.00043745543,0.00011517432,0.0014775667,0.000043739743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078901835,0.00045949811,0.9786238,0.00022816785,0.0002616468,0.000035537625,0.0024992716,0.0000045189227,0.000052203774,0.00071967917,0.000045912377,0.016280746],"study_design_scores_gemma":[0.008564123,0.0014644563,0.98744583,0.00007534802,0.0000742201,0.00002032506,0.0010595314,0.0000417481,0.00006121974,0.0007765013,0.000026332316,0.00039036115],"about_ca_topic_score_codex":0.0002617324,"about_ca_topic_score_gemma":0.000067422814,"teacher_disagreement_score":0.015890384,"about_ca_system_score_codex":0.00041937432,"about_ca_system_score_gemma":0.00023609582,"threshold_uncertainty_score":0.9998041},"labels":[],"label_agreement":null},{"id":"W2367223757","doi":"","title":"Investigation of outcomes of surgical treatment for patients with obstructive sleep apnea hypopnea syndrome","year":2011,"lang":"en","type":"article","venue":"Chinese Archives of Otolaryngology-head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; Polysomnography; Hypopnea; Quality of life (healthcare); Excessive daytime sleepiness; Physical therapy; Apnea–hypopnea index; Statistical significance; Apnea; Internal medicine; Sleep disorder; Insomnia; Psychiatry","score_opus":0.02493000907254569,"score_gpt":0.2614461884448697,"score_spread":0.23651617937232403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2367223757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99820286,0.00014986188,0.000039765957,0.00006610615,0.00008538076,0.0010095255,0.00012516887,0.000018542874,0.00030278438],"genre_scores_gemma":[0.9960682,0.000034305747,0.0036084491,0.000009836602,0.000016082822,0.00007543317,0.00013919042,0.000033356788,0.000015150704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982743,0.000118455835,0.00063947216,0.00039009316,0.000257071,0.00032059345],"domain_scores_gemma":[0.99718434,0.0016813682,0.00037569547,0.0003707283,0.00018246195,0.00020541594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013272282,0.0002962655,0.0013079569,0.0005050491,0.000054097756,0.0000022490126,0.00010131598,0.00010639706,0.000023770428],"category_scores_gemma":[0.00021870119,0.00019004384,0.00029541558,0.000245421,0.0011222296,0.00013536605,0.000073371935,0.00012517342,6.8838744e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003611961,0.0005988683,0.9869792,0.00049079006,0.0007027001,0.000032985303,0.0013480742,4.3248087e-7,0.0018165661,0.00015851423,0.0000011176973,0.004258806],"study_design_scores_gemma":[0.004563041,0.0024085783,0.98627603,0.00010727673,0.00014910595,0.00009101543,0.00004588555,0.00013735575,0.0048652226,0.0012003058,0.000005565267,0.0001506417],"about_ca_topic_score_codex":0.00009157068,"about_ca_topic_score_gemma":0.000008321096,"teacher_disagreement_score":0.004108164,"about_ca_system_score_codex":0.000017500019,"about_ca_system_score_gemma":0.00005935987,"threshold_uncertainty_score":0.7749763},"labels":[],"label_agreement":null},{"id":"W2367667609","doi":"","title":"Health-related quality of life in patients with obstructive sleep apnea hypopnea syndrome","year":2007,"lang":"en","type":"article","venue":"Journal of Shandong University","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; Hypopnea; Quality of life (healthcare); Body mass index; Physical therapy; Logistic regression; Stepwise regression; Excessive daytime sleepiness; Sleep apnea; Apnea; Internal medicine; Polysomnography; Insomnia; Pediatrics; Sleep disorder; Psychiatry","score_opus":0.018250757706362655,"score_gpt":0.26416309354649764,"score_spread":0.245912335840135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2367667609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99806905,0.00008759301,0.0005816306,0.00026694927,0.000107340325,0.00030898108,0.000016136479,0.000007753836,0.00055459386],"genre_scores_gemma":[0.99897605,0.000005456339,0.0009168936,0.000026371652,0.000016712605,3.901703e-8,0.0000052900327,0.000012254826,0.000040949217],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976965,0.0002056148,0.0007479426,0.00017209379,0.00083727995,0.00034052075],"domain_scores_gemma":[0.9973488,0.00022196493,0.0009662107,0.00018676167,0.0008608112,0.00041545715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013778959,0.00013866728,0.000821998,0.00070922665,0.000069361166,0.0000047653175,0.00018811674,0.00010809193,0.000057071884],"category_scores_gemma":[0.00030698013,0.000118162345,0.00013798692,0.00079810567,0.00022962151,0.00031006112,0.000068463414,0.0006294331,0.0000027132799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010278783,0.0005216667,0.9831766,0.00010756698,0.00034111884,0.00035096865,0.0005495696,0.000024971834,0.00012412152,0.00013639314,0.0000070946357,0.0043811807],"study_design_scores_gemma":[0.0152035095,0.0014389164,0.9813166,0.00011048696,0.000045587454,0.00007752026,0.0015190168,0.000020245501,0.00012169066,0.00002998007,0.000019995958,0.00009643902],"about_ca_topic_score_codex":0.00040105716,"about_ca_topic_score_gemma":0.00010310308,"teacher_disagreement_score":0.004924727,"about_ca_system_score_codex":0.0007318349,"about_ca_system_score_gemma":0.00018359764,"threshold_uncertainty_score":0.48185205},"labels":[],"label_agreement":null},{"id":"W2368654533","doi":"","title":"Etiological factor analysis of obstructive sleep apnea hypo-ventilation syndrome in children","year":2008,"lang":"en","type":"article","venue":"Di-Si Junyi Daxue xuebao","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Northern College","funders":"","keywords":"Etiology; Medicine; Obstructive sleep apnea; Obesity; Body mass index; Pathogenesis; Internal medicine; Ventilation (architecture); Muscle hypertrophy; Apnea; Sleep apnea; Pediatrics; Cardiology; Gastroenterology","score_opus":0.02615503963164946,"score_gpt":0.28899197487479833,"score_spread":0.2628369352431489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2368654533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970765,0.00017418133,0.000598432,0.000097922915,0.00011499156,0.00073084777,0.00016013278,0.000062184845,0.0009847927],"genre_scores_gemma":[0.99855185,0.0000272679,0.00064604665,0.00003376728,0.00006669861,0.000040310963,0.0004206109,0.00003341273,0.00018003948],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99709976,0.00019865696,0.00069113844,0.0006801945,0.00077431015,0.0005559435],"domain_scores_gemma":[0.99845845,0.00018872447,0.0002323785,0.00062864326,0.00026262453,0.00022919704],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024001383,0.00030013142,0.0010151757,0.0013588847,0.000100822166,0.000014715506,0.00027441702,0.00028544362,0.0006659492],"category_scores_gemma":[0.00045278535,0.0002669122,0.0004291683,0.002655184,0.0004489804,0.00023734543,0.00014705898,0.000549893,0.00006979728],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002530818,0.0003723417,0.9877113,0.000023299996,0.0015769118,0.0001535068,0.0004051011,0.00023672191,0.0048981667,0.00023745112,0.000008711643,0.0041234023],"study_design_scores_gemma":[0.0014835037,0.00025598955,0.9905212,0.000015282036,0.0004825232,0.00022581586,0.00010078536,0.003892294,0.0026861068,0.00007675161,0.000032619446,0.00022712142],"about_ca_topic_score_codex":0.0002511447,"about_ca_topic_score_gemma":0.000038399263,"teacher_disagreement_score":0.003896281,"about_ca_system_score_codex":0.0002593079,"about_ca_system_score_gemma":0.00004325072,"threshold_uncertainty_score":0.9999783},"labels":[],"label_agreement":null},{"id":"W23711947","doi":"10.1093/sleep/23.3.1d","title":"Cognitive Deficits Associated with Sleep Apnea Syndrome: A Proposed Neuropsychological Test Battery","year":2000,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"NIH Clinical Center","keywords":"Neuropsychology; Cognition; Neuropsychological test; Executive functions; Obstructive sleep apnea; Audiology; Psychology; Test (biology); Physical medicine and rehabilitation; Neuropsychological assessment; Sleep apnea; Cognitive test; Battery (electricity); Medicine; Clinical psychology; Psychiatry; Cardiology","score_opus":0.019726625789881422,"score_gpt":0.28114553556692234,"score_spread":0.2614189097770409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W23711947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9693799,0.0000709547,0.00017924831,0.0009346695,0.00008680615,0.0013170983,0.00007116258,0.00028308114,0.027677065],"genre_scores_gemma":[0.99692476,0.0000052638343,0.0001555611,0.0010096339,0.00008208296,0.00007559266,0.00013997011,0.0000907276,0.0015164014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967734,0.00022966898,0.00036735722,0.0008082216,0.00094378914,0.000877554],"domain_scores_gemma":[0.9982284,0.00046985585,0.000098545985,0.00042321417,0.00037569128,0.00040434822],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028343784,0.00037789182,0.0005508088,0.00019952742,0.0001848425,0.00006068547,0.00021852831,0.00022003429,0.004597866],"category_scores_gemma":[0.0010110239,0.00028156262,0.00013083522,0.0009451575,0.00048249625,0.00014669141,0.00006105339,0.0008527692,0.001535661],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063179275,0.007971635,0.68137574,0.0001556693,0.001308421,0.018674012,0.0006837712,0.00002904836,0.009975352,0.00004890529,0.00040346474,0.27305606],"study_design_scores_gemma":[0.0075200982,0.0047750063,0.9822393,0.00015409093,0.00032772098,0.0017630928,0.00017464576,0.001371958,0.0009905869,0.0000414012,0.0001959165,0.00044619804],"about_ca_topic_score_codex":0.000015220134,"about_ca_topic_score_gemma":0.000012084664,"teacher_disagreement_score":0.30086356,"about_ca_system_score_codex":0.00014407159,"about_ca_system_score_gemma":0.000034287557,"threshold_uncertainty_score":0.99996364},"labels":[],"label_agreement":null},{"id":"W2377417794","doi":"","title":"Correlation between Cognition and Anxiety in Patients with Obstructive Sleep Apnea Hypopnea Syndrome","year":2012,"lang":"en","type":"article","venue":"Zhongguo quanke yixue","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polysomnogram; Montreal Cognitive Assessment; Anxiety; Hypopnea; Obstructive sleep apnea; Cognition; Internal medicine; Correlation; Anxiety score; Physical therapy; Apnea; Cognitive impairment; Polysomnography; Psychiatry","score_opus":0.014661383177142176,"score_gpt":0.25508182548315383,"score_spread":0.24042044230601167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2377417794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99615073,0.00011363682,0.000944637,0.00008467367,0.00016271445,0.0011416897,0.000064704975,0.00006266249,0.0012745713],"genre_scores_gemma":[0.99835443,0.0000042699367,0.00097631494,0.000041606734,0.00013040773,0.00005446528,0.0003451388,0.000054815,0.000038561415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784046,0.0001291741,0.00034044648,0.00041396625,0.00065349106,0.00062246085],"domain_scores_gemma":[0.9988392,0.00015643738,0.00013532866,0.00029370992,0.0002304323,0.00034491482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029949498,0.00026801298,0.00042908182,0.0003387508,0.00011430239,0.000030000137,0.00006780507,0.00020002884,0.000100270176],"category_scores_gemma":[0.00018062656,0.00023269239,0.00004995031,0.00056819414,0.00022534127,0.0006586286,0.000083019906,0.00052899605,0.00010211487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033603446,0.00021868722,0.9765186,0.00006534777,0.00011855753,0.000012935937,0.0005492746,0.000003991162,0.000103273596,0.00013865248,0.0000060874477,0.021928592],"study_design_scores_gemma":[0.004912634,0.00049214996,0.9927982,0.000061030387,0.00016463481,0.00006531339,0.00032150128,0.00036692785,0.00035349862,0.0001221841,0.0000830291,0.00025886926],"about_ca_topic_score_codex":0.000056728586,"about_ca_topic_score_gemma":0.000010132783,"teacher_disagreement_score":0.021669723,"about_ca_system_score_codex":0.00021566678,"about_ca_system_score_gemma":0.000019975034,"threshold_uncertainty_score":0.948892},"labels":[],"label_agreement":null},{"id":"W2379265747","doi":"","title":"Quality of Life in Patients with Obstructive Sleep Apnea/Hypopnea Syndrome and Its Related Factors","year":2009,"lang":"en","type":"article","venue":"Zhongguo linchuang xinlixue zazhi","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Hypopnea; Obstructive sleep apnea; Depression (economics); Beck Depression Inventory; Quality of life (healthcare); Psychology; Apnea–hypopnea index; Physical therapy; Apnea; Excessive daytime sleepiness; Sleep apnea; Medicine; Internal medicine; Sleep disorder; Insomnia; Polysomnography; Psychiatry; Anxiety","score_opus":0.01934110128419818,"score_gpt":0.2795504374190529,"score_spread":0.2602093361348547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2379265747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99692273,0.00034758184,0.000023446144,0.00024408834,0.0001313294,0.0011815777,0.00007410185,0.00008333777,0.0009918213],"genre_scores_gemma":[0.99915093,0.00000680588,0.00045855084,0.00007181601,0.000028525783,0.000011717293,0.00010763826,0.000052775384,0.00011126543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965021,0.00023703449,0.00090654363,0.00070508395,0.0010037123,0.000645523],"domain_scores_gemma":[0.9978958,0.0002659527,0.0003694872,0.00053991086,0.0004692832,0.00045959826],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042421822,0.00041164097,0.0010539306,0.00052993716,0.00009430084,0.000024961832,0.00022231332,0.0003041683,0.00010374985],"category_scores_gemma":[0.0010201272,0.00033483733,0.00012220842,0.0010045711,0.00024535117,0.0003617191,0.000104616665,0.0007521038,0.000025144082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009253085,0.00061405177,0.9910515,0.00016167588,0.00022534825,0.000053346652,0.00097086077,0.0000198064,0.0010176161,0.0007527756,0.0000049297028,0.004202805],"study_design_scores_gemma":[0.0065972493,0.0012368994,0.98965305,0.000101894126,0.000057068584,0.000015917316,0.00043241936,0.00033637378,0.00095879217,0.00026288754,0.000011668976,0.00033579714],"about_ca_topic_score_codex":0.00011679571,"about_ca_topic_score_gemma":0.000020456771,"teacher_disagreement_score":0.0056719407,"about_ca_system_score_codex":0.00020998054,"about_ca_system_score_gemma":0.0000724525,"threshold_uncertainty_score":0.99991035},"labels":[],"label_agreement":null},{"id":"W2381002938","doi":"","title":"Subjective and Objective Assessment of Quality of Life for Coblation-Assisted Operation in Patients with Severe OSAHS","year":2013,"lang":"en","type":"article","venue":"Tianjin yiyao","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Uvulopalatopharyngoplasty; Epworth Sleepiness Scale; Medicine; Hypopnea; Quality of life (healthcare); Anesthesia; Obstructive sleep apnea; Oxygen saturation; Apnea; Surgery; Polysomnography; Oxygen","score_opus":0.022793914300478755,"score_gpt":0.3337662670070988,"score_spread":0.31097235270662005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2381002938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99578613,0.000017849847,0.00093274924,0.00013050696,0.000025176396,0.0022224984,0.000055800603,0.000007462921,0.0008218031],"genre_scores_gemma":[0.99516517,9.41603e-7,0.0045670914,0.000024025232,0.000015561267,0.00010393623,0.00007536798,0.0000141420505,0.00003376898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876106,0.0001397816,0.00036202444,0.00022165898,0.00036503727,0.00015041119],"domain_scores_gemma":[0.9984515,0.00026071415,0.00017450891,0.0001769737,0.000856193,0.00008011262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003275534,0.00010371661,0.00036458325,0.00010664635,0.00003095878,0.000009579638,0.000043037573,0.00006897137,0.00012344083],"category_scores_gemma":[0.00032529613,0.00008264363,0.000031423588,0.00020131974,0.00011201207,0.00018303948,0.000030635787,0.000112110494,0.0000016220683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008272688,0.00036384162,0.9904256,0.00019016747,0.00012340833,1.3100177e-7,0.00046455613,0.000013805566,0.0023015183,0.00034059686,0.000008849558,0.0049402514],"study_design_scores_gemma":[0.007115395,0.0009104883,0.9881988,0.00004919894,0.000025427731,3.7345296e-7,0.0005309671,0.0016689701,0.0013044754,0.00011256719,0.0000014936218,0.00008182642],"about_ca_topic_score_codex":0.00082071905,"about_ca_topic_score_gemma":0.0001700977,"teacher_disagreement_score":0.006288126,"about_ca_system_score_codex":0.00014974576,"about_ca_system_score_gemma":0.00011860449,"threshold_uncertainty_score":0.33701095},"labels":[],"label_agreement":null},{"id":"W2381152400","doi":"10.1016/j.sleep.2016.03.011","title":"Bimaxillary expansion therapy for pediatric sleep-disordered breathing","year":2016,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Obstructive sleep apnea; Cephalometry; Breathing; Sleep apnea; Wilcoxon signed-rank test; Adenoidectomy; Dentistry; Orthodontics; Anesthesia; Internal medicine; Tonsillectomy; Mann–Whitney U test","score_opus":0.02852081881284088,"score_gpt":0.31602030396923086,"score_spread":0.28749948515639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2381152400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93783253,0.00788768,0.022295536,0.025120802,0.0012683804,0.0029062855,0.00003485787,0.00033740271,0.0023165478],"genre_scores_gemma":[0.9916941,0.0018254549,0.001829843,0.0009153776,0.002559016,0.00021000498,0.000055063323,0.00011818512,0.0007929514],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969167,0.00009235625,0.00055667467,0.0006930704,0.00095795334,0.00078321615],"domain_scores_gemma":[0.99754995,0.0006184244,0.00015546037,0.00074123184,0.00049581344,0.00043911123],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008189949,0.0003603575,0.00065522874,0.0005643545,0.0001908326,0.000011123043,0.00026100044,0.00019935785,0.0010043895],"category_scores_gemma":[0.0011695912,0.0002012772,0.00018578106,0.0005914223,0.00028690617,0.00019349747,0.00008653028,0.000245774,0.00010470932],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001985829,0.00035203755,0.06860514,0.00024337485,0.00022447431,0.00012057337,0.0007001297,8.7332694e-7,0.11856715,0.00045626156,0.00310788,0.8056363],"study_design_scores_gemma":[0.22344013,0.027091771,0.5270216,0.0016371952,0.0020582634,0.0014462568,0.003915006,0.003836061,0.07268292,0.010972239,0.1226066,0.003291996],"about_ca_topic_score_codex":0.000038815913,"about_ca_topic_score_gemma":0.0000031365478,"teacher_disagreement_score":0.80234426,"about_ca_system_score_codex":0.00018435651,"about_ca_system_score_gemma":0.00006107099,"threshold_uncertainty_score":0.9999088},"labels":[],"label_agreement":null},{"id":"W2383000796","doi":"","title":"The study of cognitive impairment in patients with obstructive sleep apnea and hypopnea syndrome","year":2011,"lang":"en","type":"article","venue":"Journal of Naval General Hospital","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hypopnea; Montreal Cognitive Assessment; Obstructive sleep apnea; Apnea; Cognition; Cognitive impairment; Internal medicine; Sleep apnea; Oxygen saturation; Apnea–hypopnea index; Anesthesia; Physical therapy; Polysomnography; Audiology; Oxygen; Psychiatry","score_opus":0.011269683381162441,"score_gpt":0.2487886209854667,"score_spread":0.23751893760430426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2383000796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984454,0.00014472716,0.000010658719,0.000034390203,0.00020054483,0.0010301517,0.000009568384,0.0000032938187,0.00012124496],"genre_scores_gemma":[0.9994933,0.000007250721,0.00038428244,0.000008129233,0.00005628523,0.0000104202145,0.0000014970693,0.000022684764,0.000016138514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797845,0.00013224267,0.00054649997,0.00019027897,0.0008511558,0.0003013622],"domain_scores_gemma":[0.99835086,0.0001092707,0.00041285227,0.0001491163,0.00078982406,0.00018807613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003531196,0.00018189866,0.0004487267,0.00021217566,0.00007505164,0.000015652613,0.00014997227,0.000053504493,0.000017332522],"category_scores_gemma":[0.00014245659,0.00010421423,0.000078149635,0.00026918453,0.00027023492,0.00020156013,0.00010282615,0.00043873003,0.0000015139578],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052018454,0.0029746508,0.9754368,0.000014114818,0.0006180569,0.00039028408,0.0054251906,0.0000019605338,0.000031248885,0.000014571882,0.0000031482973,0.009888142],"study_design_scores_gemma":[0.011616444,0.041192614,0.93844074,0.00006116062,0.00016290943,0.00016086627,0.007859139,0.00003459077,0.00030452185,0.000056783745,9.801558e-7,0.00010922859],"about_ca_topic_score_codex":0.00006219676,"about_ca_topic_score_gemma":0.0000116936435,"teacher_disagreement_score":0.03821796,"about_ca_system_score_codex":0.00012324567,"about_ca_system_score_gemma":0.000043237254,"threshold_uncertainty_score":0.4249733},"labels":[],"label_agreement":null},{"id":"W2385287821","doi":"","title":"The health-related quality of life in patients with obstructive sleep apnea hypopnea syndrome after surgical treatment","year":2010,"lang":"en","type":"article","venue":"Chinese Archives of Otolaryngology-head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hypopnea; Obstructive sleep apnea; Epworth Sleepiness Scale; Polysomnography; Quality of life (healthcare); Apnea–hypopnea index; Physical therapy; Apnea; Oxygen saturation; Anesthesia; Nursing","score_opus":0.012572977263121624,"score_gpt":0.27031635680158744,"score_spread":0.2577433795384658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2385287821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972085,0.00082118995,0.0000019677248,0.0005475935,0.00018795191,0.0009120304,0.00006127252,0.000022536355,0.00023697979],"genre_scores_gemma":[0.99943614,0.000072288894,0.00023134769,0.000028372957,0.00002819521,0.000080481615,0.00006846618,0.000034400433,0.000020324265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99694973,0.00047972595,0.0011116175,0.00050419546,0.00038934746,0.000565356],"domain_scores_gemma":[0.99536663,0.003130962,0.00041810103,0.0006084381,0.00010403442,0.00037185362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053972757,0.00034192723,0.0014719117,0.00039670212,0.00012750142,0.000009279373,0.0001430917,0.00014966648,0.000040789375],"category_scores_gemma":[0.0006092268,0.00019274729,0.00024785174,0.00041524624,0.0015002037,0.00011714109,0.00012859722,0.00060964766,0.000002913869],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009959561,0.00088850706,0.97505516,0.00021879621,0.00032447616,0.00008805551,0.00073829124,6.8247823e-7,0.0003166536,0.00010543208,7.9092274e-7,0.012303597],"study_design_scores_gemma":[0.005300716,0.0010778373,0.9926128,0.00007973787,0.000022169928,0.00012478244,0.000041101368,0.00009977892,0.000051673265,0.00040634454,0.00001865616,0.00016441975],"about_ca_topic_score_codex":0.00045799973,"about_ca_topic_score_gemma":0.00036765428,"teacher_disagreement_score":0.017557627,"about_ca_system_score_codex":0.000030537987,"about_ca_system_score_gemma":0.00014871053,"threshold_uncertainty_score":0.78600067},"labels":[],"label_agreement":null},{"id":"W2385629223","doi":"","title":"Postoperative application of patient-controlled intravenous analgesia in patients with obstructive sleep apnea and hypopnea syndrome","year":2015,"lang":"en","type":"article","venue":"Acta Medicinae Sinica","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anesthesia; Uvulopalatopharyngoplasty; Hypopnea; Obstructive sleep apnea; Visual analogue scale; Patient-controlled analgesia; Blood sugar; Postoperative pain; Apnea; Surgery; Polysomnography","score_opus":0.009025582318913006,"score_gpt":0.2526638777240477,"score_spread":0.24363829540513468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2385629223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994627,0.00020507572,0.00014511264,0.0008526031,0.00008513698,0.0024890895,0.000016926264,0.000026345842,0.0015527187],"genre_scores_gemma":[0.9986291,0.0000061442993,0.00095344393,0.0001476039,0.00002774176,0.00011440999,0.00007059058,0.00004019863,0.000010799254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971975,0.00020391103,0.0006604635,0.0005441178,0.0009791626,0.00041483532],"domain_scores_gemma":[0.9976571,0.00028198925,0.00031453327,0.0005260124,0.0007969324,0.0004234292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042129104,0.0002862792,0.001026372,0.00039358396,0.000049673657,0.000011753519,0.00016052832,0.00016054395,0.00002240216],"category_scores_gemma":[0.0010115118,0.00020623567,0.000054919034,0.00061406964,0.00056487945,0.0002038569,0.00009850512,0.0004489902,0.000007209488],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017287573,0.0016345591,0.8386926,0.00011628652,0.00068281416,0.00017539959,0.007468261,0.000010359939,0.0010244524,0.00044295457,0.00003112244,0.13243358],"study_design_scores_gemma":[0.03436325,0.008555752,0.95192885,0.00009092216,0.00021818426,0.0001050701,0.00291317,0.00093790976,0.00040102017,0.00015933973,0.00008571771,0.00024079853],"about_ca_topic_score_codex":0.0002143293,"about_ca_topic_score_gemma":0.000029616464,"teacher_disagreement_score":0.13219279,"about_ca_system_score_codex":0.00025805907,"about_ca_system_score_gemma":0.00013682919,"threshold_uncertainty_score":0.8410046},"labels":[],"label_agreement":null},{"id":"W2385927414","doi":"10.1093/sleep/27.3.467","title":"Sleep-Disordered Breathing is not Associated with the Presence of Retinal Microvascular Abnormalities: The Sleep Heart Health Study","year":2004,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; University of Minnesota; University of California, Davis; University of Washington; York University; Johns Hopkins University","keywords":"Medicine; Sleep apnea; Breathing; Cardiology; Sleep (system call); Retinal; Sleep disordered breathing; Apnea; Sleep and breathing; Obstructive sleep apnea; Internal medicine; Polysomnography; Anesthesia; Ophthalmology","score_opus":0.01794906233349029,"score_gpt":0.2916903306567044,"score_spread":0.2737412683232141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2385927414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703382,0.0007719715,0.0005910932,0.024908692,0.00011368468,0.0027574156,0.000036698886,0.00008054297,0.00040166738],"genre_scores_gemma":[0.9975658,0.000015204262,0.000276487,0.0016633435,0.00010693301,0.00010873383,0.000018886758,0.00006455336,0.00018006084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99545807,0.00069720985,0.0005863752,0.00058310997,0.0018012442,0.0008740209],"domain_scores_gemma":[0.9972798,0.0003875589,0.0003100118,0.0012677221,0.0005464532,0.0002084353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025056738,0.00034605505,0.0006722719,0.00014292177,0.0006138442,0.000069335685,0.0005969086,0.0001017385,0.00015051606],"category_scores_gemma":[0.000516705,0.00019471087,0.00024313161,0.00087689835,0.00064743316,0.00016726987,0.00024908606,0.0009078508,0.000028880966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005356218,0.0102204215,0.5653038,0.0011407032,0.010148584,0.0005359759,0.36447078,0.0024896753,0.009274965,0.0016036989,0.0020773541,0.027377835],"study_design_scores_gemma":[0.026678324,0.009898762,0.83238244,0.0006895685,0.0011462398,0.00055836566,0.10313923,0.003642199,0.01829919,0.00040268846,0.0021397935,0.0010231868],"about_ca_topic_score_codex":0.003211176,"about_ca_topic_score_gemma":0.0004942764,"teacher_disagreement_score":0.26707867,"about_ca_system_score_codex":0.00038352,"about_ca_system_score_gemma":0.00017357989,"threshold_uncertainty_score":0.7940079},"labels":[],"label_agreement":null},{"id":"W2386897247","doi":"","title":"Role of oxidative stress and sleep structure on cognitive dyfunction in patients with obstructive sleep apnea-hypopnea syndrome","year":2014,"lang":"en","type":"article","venue":"Journal of Southeast University","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hypopnea; Malondialdehyde; Obstructive sleep apnea; Polysomnography; Medicine; Oxidative stress; Montreal Cognitive Assessment; Internal medicine; Sleep apnea; Superoxide dismutase; Cognition; Recall; Apnea; Gastroenterology; Cognitive impairment; Psychology; Psychiatry","score_opus":0.004608056253740582,"score_gpt":0.19644463582781907,"score_spread":0.1918365795740785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2386897247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983687,0.000021051987,0.00046630064,0.000035389952,0.00005543249,0.00030392045,0.00017697393,0.00000571544,0.00056655536],"genre_scores_gemma":[0.9995223,0.0000015306575,0.00039106238,0.000008627641,0.0000345055,1.3789445e-7,0.000014153055,0.000016476528,0.000011191309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845916,0.00020065803,0.00024294222,0.00023225376,0.0006405527,0.00022442377],"domain_scores_gemma":[0.9981602,0.00015965728,0.00044299976,0.00013724013,0.0008935245,0.00020636589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016047896,0.00018819913,0.00048674046,0.000584337,0.00007821903,0.000009405445,0.00011620934,0.000116231255,0.000054247546],"category_scores_gemma":[0.00015105955,0.00015161902,0.00007386878,0.00037372936,0.0003158355,0.00028799198,0.00006574014,0.0005978363,0.0000023675686],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012284543,0.0004883781,0.9672341,0.00009481509,0.0005863237,0.00008196778,0.00223389,0.0001533698,0.00075188524,0.00035372513,5.188066e-7,0.015736492],"study_design_scores_gemma":[0.008747995,0.003299617,0.9686721,0.00030005956,0.00023434749,0.000065605134,0.016544022,0.00031754715,0.0015222963,0.00015713628,0.0000055178125,0.00013373297],"about_ca_topic_score_codex":0.000028851357,"about_ca_topic_score_gemma":0.000018269007,"teacher_disagreement_score":0.01560276,"about_ca_system_score_codex":0.00020000838,"about_ca_system_score_gemma":0.00003465726,"threshold_uncertainty_score":0.6182844},"labels":[],"label_agreement":null},{"id":"W2386921145","doi":"","title":"Temperature-controlled radio-frequency ablation in treatment of obstructive sleep apnea hypopnea syndrome","year":2007,"lang":"en","type":"article","venue":"Shandong Daxue er-bi-hou-yan xuebao","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Hypopnea; Obstructive sleep apnea; Polysomnography; Oxygen saturation; Apnea; Anesthesia; Quality of life (healthcare); Apnea–hypopnea index; Sleep apnea; Internal medicine; Oxygen","score_opus":0.014788248832419625,"score_gpt":0.28160055939298845,"score_spread":0.2668123105605688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2386921145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984453,0.0025928123,0.000378976,0.0003501784,0.000839898,0.00386333,0.00008828695,0.00016500297,0.007268491],"genre_scores_gemma":[0.99543417,0.000079090314,0.0022434422,0.000045826953,0.00047065452,0.00024124444,0.00020959659,0.0001470088,0.0011289584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942241,0.00033214016,0.0015540165,0.0011522871,0.0013408882,0.0013965844],"domain_scores_gemma":[0.99649394,0.000750945,0.0004816564,0.001173623,0.00053031085,0.0005695144],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012218541,0.0007842558,0.0020697864,0.0014107114,0.00022006381,0.00008103261,0.0003880826,0.0005442992,0.000423665],"category_scores_gemma":[0.0007081069,0.0006606337,0.0005722976,0.0016788247,0.0004440306,0.00052045577,0.00009391854,0.00074087107,0.000113251226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024615234,0.0049105654,0.49495414,0.00067838194,0.0040054563,0.0064639784,0.0070602326,0.00031663224,0.36671716,0.0043594437,0.00011648914,0.0858023],"study_design_scores_gemma":[0.10213174,0.0054356824,0.79299074,0.00037907003,0.0008620443,0.0012939749,0.0017147613,0.0023016247,0.0892478,0.0017490371,0.0005517255,0.0013417625],"about_ca_topic_score_codex":0.0007679994,"about_ca_topic_score_gemma":0.00052474055,"teacher_disagreement_score":0.29803663,"about_ca_system_score_codex":0.0017105364,"about_ca_system_score_gemma":0.00019295738,"threshold_uncertainty_score":0.9995845},"labels":[],"label_agreement":null},{"id":"W2387138870","doi":"","title":"Cognitive impairment in male patients with obstructive sleep apnoea hypopnoea syndrome","year":2013,"lang":"en","type":"article","venue":"Zhonghua linchuang yishi zazhi","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Hypopnea; Obstructive sleep apnea; Cognition; Internal medicine; Cognitive impairment; Neuropsychology; Sleep apnea; Apnea; Pediatrics; Polysomnography; Psychiatry","score_opus":0.010283162379630487,"score_gpt":0.24846286991054142,"score_spread":0.23817970753091094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2387138870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98903036,0.00012717619,0.00010863111,0.00040895885,0.0002729054,0.0038214147,0.00008308717,0.00013296248,0.006014526],"genre_scores_gemma":[0.9961702,0.0000059420404,0.0016035623,0.00027614814,0.00013381848,0.00054949004,0.00024259926,0.00012862809,0.0008896015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99568284,0.00018570908,0.0006294444,0.0009937546,0.0013024732,0.001205807],"domain_scores_gemma":[0.99735534,0.00032305016,0.00021143655,0.00062859664,0.00089835085,0.00058319885],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027184284,0.00055075996,0.00080586626,0.00061307754,0.00015149004,0.00011299221,0.0003099962,0.00026800137,0.0024856946],"category_scores_gemma":[0.00034278867,0.000453733,0.00016632146,0.001045063,0.0004501617,0.00069987576,0.00026262618,0.00096648955,0.0016982995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000642514,0.0011618135,0.9798437,0.00013848224,0.0003474965,0.0005698809,0.0007131454,0.000008356472,0.00021710449,0.00006401996,0.00017399125,0.016119508],"study_design_scores_gemma":[0.008999295,0.0016731161,0.985317,0.00032771856,0.00012744486,0.00026662037,0.0013901944,0.0003399922,0.0007410232,0.00022171251,0.00008147409,0.0005144129],"about_ca_topic_score_codex":0.0005545325,"about_ca_topic_score_gemma":0.00007067779,"teacher_disagreement_score":0.015605095,"about_ca_system_score_codex":0.0006585548,"about_ca_system_score_gemma":0.00009681911,"threshold_uncertainty_score":0.99979144},"labels":[],"label_agreement":null},{"id":"W2388933627","doi":"10.1097/hcr.0000000000000186","title":"Utility of Screening for Obstructive Sleep Apnea in Cardiac Rehabilitation","year":2016,"lang":"en","type":"article","venue":"Journal of Cardiopulmonary Rehabilitation and Prevention","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Rehabilitation; Sleep apnea; Sleep (system call); Physical medicine and rehabilitation; Physical therapy; Intensive care medicine; Cardiology; Computer science","score_opus":0.020199048958159247,"score_gpt":0.31636722682621404,"score_spread":0.29616817786805477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2388933627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96221286,0.0006616361,0.03396694,0.0016210834,0.00022967315,0.0010338546,0.000028745884,0.000007215854,0.00023798046],"genre_scores_gemma":[0.95898414,0.000027929462,0.040780623,0.000004439062,0.00011070651,0.000029616924,0.0000059566587,0.000015265314,0.000041317147],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99764854,0.0005607984,0.0009077421,0.00022656153,0.0004828586,0.00017347615],"domain_scores_gemma":[0.9961809,0.002026842,0.0004388755,0.00019440221,0.0010470601,0.00011190649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026597383,0.00012744755,0.00060407916,0.00047395934,0.00003976682,0.0000071413274,0.00005957673,0.00011203506,0.000020511225],"category_scores_gemma":[0.003237085,0.00009525582,0.00052378746,0.00027505922,0.00023863639,0.00049679505,0.000025965763,0.0001474984,4.6823314e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003156527,0.00012251639,0.46787933,0.00046414242,0.0001590119,0.000002493833,0.00062421756,0.000009931789,0.018163072,0.00042849797,0.00002717743,0.5089631],"study_design_scores_gemma":[0.003014927,0.0027574503,0.9778307,0.00043024914,0.0001366135,0.000037193506,0.0021505707,0.00034447163,0.0012431196,0.011473672,0.00048730726,0.00009371625],"about_ca_topic_score_codex":0.0000060071025,"about_ca_topic_score_gemma":0.0000019834417,"teacher_disagreement_score":0.5099514,"about_ca_system_score_codex":0.000095610194,"about_ca_system_score_gemma":0.000053973872,"threshold_uncertainty_score":0.38844198},"labels":[],"label_agreement":null},{"id":"W2389142140","doi":"","title":"Comparative study on the possible implications of‘warm'or‘cold'hemostatic procedures performed during tonsillectomy in post-operative local pain","year":2008,"lang":"en","type":"article","venue":"Chinese Otorhinolaryngological Journal of Integrative Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tonsillectomy; Hemostasis; Surgery; Anesthesia; Blood loss; Bleeding time; Pain score; Platelet; Platelet aggregation; Internal medicine","score_opus":0.04875809279187031,"score_gpt":0.36577900478706865,"score_spread":0.31702091199519833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2389142140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900377,0.00052653754,0.00053833955,0.005387235,0.0000833396,0.002423818,0.00001138835,0.000020746058,0.0009709454],"genre_scores_gemma":[0.9985169,0.000083751314,0.000273051,0.0006571593,0.00016592848,0.00012592757,0.0000074405266,0.00002755976,0.00014228784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950491,0.001435443,0.0014669717,0.00043440014,0.0011290081,0.0004850727],"domain_scores_gemma":[0.99248284,0.00378289,0.000648282,0.00042169786,0.0023318967,0.00033236638],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001742459,0.0005687856,0.0018224998,0.0015856067,0.00033198376,0.000013836414,0.00057501096,0.00013916238,0.00058073684],"category_scores_gemma":[0.01182141,0.00020760816,0.00023920047,0.00357536,0.0018980962,0.00023036847,0.000109877285,0.001980178,0.000009005737],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008348037,0.0038924587,0.8289951,0.000113733906,0.00078996766,0.001322507,0.05167097,0.000050599134,0.1035553,0.00032798576,0.0003514301,0.00058188994],"study_design_scores_gemma":[0.005964038,0.01857255,0.9167287,0.00067175523,0.00007756052,0.001289258,0.044720013,0.0002959845,0.011342002,0.00014178177,0.00000611398,0.00019026839],"about_ca_topic_score_codex":0.000060202667,"about_ca_topic_score_gemma":0.00016200866,"teacher_disagreement_score":0.092213295,"about_ca_system_score_codex":0.0005013079,"about_ca_system_score_gemma":0.00059753295,"threshold_uncertainty_score":0.99650246},"labels":[],"label_agreement":null},{"id":"W2391568725","doi":"","title":"Follow-up Study on Electroacupuncture for Cognitive Impairment Due to Obstructive Sleep Apnea-hypopnea Syndrome","year":2012,"lang":"en","type":"article","venue":"Shanghai zhenjiu zazhi","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Electroacupuncture; Medicine; Montreal Cognitive Assessment; Hypopnea; Epworth Sleepiness Scale; Apnea–hypopnea index; Obstructive sleep apnea; Anesthesia; Apnea; Acupuncture; Oxygen saturation; Sleep apnea; Polysomnography; Internal medicine; Physical therapy; Cognitive impairment; Oxygen","score_opus":0.0279488616715541,"score_gpt":0.3181429386117284,"score_spread":0.2901940769401743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2391568725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98124933,0.00024217064,0.003089611,0.00080425123,0.0015013734,0.01065986,0.00028600218,0.00023265355,0.0019347338],"genre_scores_gemma":[0.99354565,0.0000011634544,0.0008762342,0.0010350748,0.00086802524,0.0020946849,0.00017210605,0.00020274386,0.0012043453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945778,0.00025639718,0.00058138254,0.0011194072,0.0014041903,0.0020607868],"domain_scores_gemma":[0.9964802,0.000633385,0.00017257842,0.00082760287,0.0007035759,0.0011826439],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008516377,0.00081069,0.0011787639,0.0007049902,0.00037852055,0.000076087534,0.0003759222,0.00028541894,0.00042603276],"category_scores_gemma":[0.0009130571,0.0006381195,0.0004744831,0.0009969645,0.00014508309,0.00032433376,0.00028424212,0.0007880346,0.0007538776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06654055,0.03335913,0.50182354,0.0015221407,0.020370364,0.0031893954,0.0873008,0.000031556785,0.0376552,0.0050041596,0.009378383,0.23382479],"study_design_scores_gemma":[0.022463104,0.026630718,0.89651406,0.000200276,0.0017164153,0.0011787768,0.023800151,0.00021719163,0.023630247,0.0006790693,0.0014498815,0.001520122],"about_ca_topic_score_codex":0.00004593667,"about_ca_topic_score_gemma":0.00003270626,"teacher_disagreement_score":0.3946905,"about_ca_system_score_codex":0.0008950725,"about_ca_system_score_gemma":0.00008577147,"threshold_uncertainty_score":0.999607},"labels":[],"label_agreement":null},{"id":"W2393219086","doi":"","title":"The evaluation of quality of life with questionnaire scale after treatment with uvulopalatopharyngoplasty","year":2006,"lang":"en","type":"article","venue":"Chinese Archives of Otolaryngology-head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Uvulopalatopharyngoplasty; Quality of life (healthcare); Medicine; Physical therapy; Obstructive sleep apnea; Life quality; Sleep quality; Hypopnea; Sleep apnea; Apnea–hypopnea index; Visual analogue scale; Apnea; Anesthesia; Insomnia; Polysomnography; Psychiatry; Nursing","score_opus":0.018668685844270578,"score_gpt":0.2970010021221478,"score_spread":0.27833231627787725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2393219086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961014,0.0022579636,0.000041961503,0.0003168178,0.00003446184,0.0006451254,0.000025110065,0.000014378479,0.00056282186],"genre_scores_gemma":[0.99928135,0.000117352945,0.00035225577,0.000013623322,0.00005669985,0.0000977183,0.00003138898,0.000020518846,0.000029089899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790084,0.00042459983,0.0005720796,0.0003015419,0.0005505814,0.00025033028],"domain_scores_gemma":[0.9977339,0.0011240906,0.00032024883,0.00042943936,0.00027516647,0.00011718978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067048945,0.00021964684,0.0007599226,0.00021672876,0.000086137894,0.000005439171,0.00006306854,0.000060812556,0.000016715987],"category_scores_gemma":[0.00023548216,0.000111418805,0.0001437158,0.0002650323,0.0011956373,0.000090915135,0.000043873973,0.00013272696,6.661474e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006610127,0.0004989571,0.9733573,0.00034812302,0.00022389367,0.000006988189,0.00030643665,0.000013295696,0.009460627,0.000065908425,0.0000021457156,0.009106189],"study_design_scores_gemma":[0.0029898516,0.00077929226,0.9916427,0.00026921826,0.00012729224,0.000048882488,0.000037232487,0.0005616001,0.0029695241,0.00046338094,0.000007522639,0.00010347822],"about_ca_topic_score_codex":0.00042157358,"about_ca_topic_score_gemma":0.0007730273,"teacher_disagreement_score":0.018285418,"about_ca_system_score_codex":0.000023249751,"about_ca_system_score_gemma":0.00025727175,"threshold_uncertainty_score":0.4543527},"labels":[],"label_agreement":null},{"id":"W2395152892","doi":"10.1016/j.neulet.2016.05.029","title":"Effect of intermittent hypoxia on arcuate nucleus in the leptin-deficient rat","year":2016,"lang":"en","type":"article","venue":"Neuroscience Letters","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Leptin; Endocrinology; Internal medicine; Intermittent hypoxia; Arc (geometry); Leptin receptor; STAT protein; Arcuate nucleus; Biology; Hypoxia (environmental); Hypothalamus; Chemistry; STAT3; Signal transduction; Medicine; Obstructive sleep apnea; Cell biology; Obesity","score_opus":0.020008182257339125,"score_gpt":0.3020419519113374,"score_spread":0.2820337696539983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2395152892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814927,0.0000029317675,0.00011474179,0.017093735,0.0003544996,0.00052834104,0.0000029177102,0.000016660566,0.00039346603],"genre_scores_gemma":[0.99306536,0.0000028463267,0.000011619707,0.006809574,0.00003831313,0.000025196305,2.5726973e-7,0.0000124913,0.000034367138],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99779457,0.00034357564,0.00020557365,0.00039909777,0.00084584975,0.0004113326],"domain_scores_gemma":[0.99886346,0.00047557533,0.00006604574,0.0004982182,0.000023118671,0.00007356215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008481121,0.00013845104,0.00019540344,0.00022274283,0.00005371234,0.0000218084,0.00043992855,0.000025642817,0.000017363918],"category_scores_gemma":[0.000754538,0.000063647516,0.000089777015,0.0004553335,0.0006353992,0.0000794188,0.0000900449,0.00023990893,0.00005586214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020700725,0.00007266681,0.020870743,0.000021968715,0.0000011224002,0.00013553917,0.00011190368,0.0000080174905,0.94288015,0.0000494379,0.00024782054,0.035393618],"study_design_scores_gemma":[0.0025325047,0.0034112222,0.4133084,0.00013882048,0.000017303732,0.00009590236,0.000042159772,0.0003182619,0.57868165,0.000009708172,0.0013053843,0.00013864257],"about_ca_topic_score_codex":0.000008412642,"about_ca_topic_score_gemma":9.0431683e-7,"teacher_disagreement_score":0.39243767,"about_ca_system_score_codex":0.00009400658,"about_ca_system_score_gemma":0.000011144299,"threshold_uncertainty_score":0.25954702},"labels":[],"label_agreement":null},{"id":"W2395532471","doi":"","title":"[Association between obesity and cognition impairment in patients with moderate-to-severe obstructive sleep apnea-hypopnea syndrome].","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Overweight; Obstructive sleep apnea; Polysomnography; Body mass index; Obesity; Internal medicine; Sleep apnea; Apnea; Physical therapy; Pediatrics; Cognitive impairment; Disease","score_opus":0.010556868518784587,"score_gpt":0.21570978533980836,"score_spread":0.20515291682102377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2395532471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936184,0.000012039034,0.000088444634,0.0005416164,0.000057115354,0.005000184,0.000052345295,0.000047955815,0.00058184343],"genre_scores_gemma":[0.99725693,0.0000011040929,0.00032888056,0.00010664094,0.00004614045,0.0019869865,0.000107362386,0.000032445245,0.00013350094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99775213,0.00011351354,0.00027948222,0.0004531447,0.00073399465,0.00066775864],"domain_scores_gemma":[0.9986913,0.0001185836,0.000116799834,0.00020058345,0.0004575259,0.00041519085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029156765,0.00021116258,0.00039427693,0.00028689764,0.00009112879,0.00007094288,0.00007683233,0.00014054825,0.0000539581],"category_scores_gemma":[0.00023895645,0.00018178008,0.00003466716,0.00042500347,0.000054334814,0.00039398245,0.00010165147,0.00031638815,0.00006293046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029960988,0.00023294917,0.946487,0.000047806534,0.0002484579,0.000008023379,0.00016291438,0.000005431608,0.000005210827,0.000004424184,0.000028531786,0.052469626],"study_design_scores_gemma":[0.005296753,0.00029782153,0.9933019,0.000018201561,0.00012006436,0.000006624061,0.000111542045,0.00013367977,0.00020086231,0.00030360697,0.0000065396243,0.00020238805],"about_ca_topic_score_codex":0.0001550061,"about_ca_topic_score_gemma":0.000022463682,"teacher_disagreement_score":0.052267235,"about_ca_system_score_codex":0.0008503809,"about_ca_system_score_gemma":0.000014739355,"threshold_uncertainty_score":0.74127764},"labels":[],"label_agreement":null},{"id":"W2399719690","doi":"10.1093/sleep/25.5.497","title":"Gender and Obstructive Sleep Apnea Syndrome, Part 2: Mechanisms","year":2002,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"National Heart, Lung, and Blood Institute","keywords":"Obstructive sleep apnea; Medicine; Airway; Obesity; Leptin; Sleep apnea; Internal medicine; Apnea; Hormone; Sleep (system call); Physiology; Anesthesia","score_opus":0.03186122704731084,"score_gpt":0.26713841184659215,"score_spread":0.2352771847992813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2399719690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90967226,0.0022116257,0.007987019,0.0010236601,0.0011313971,0.0015637095,0.00006154088,0.00034177923,0.07600702],"genre_scores_gemma":[0.99476403,0.000032955497,0.0036472045,0.00028914193,0.00014490586,0.00006180681,0.000015579746,0.00006489139,0.0009794737],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976511,0.00008387533,0.00030278505,0.0006192024,0.0006866476,0.0006563817],"domain_scores_gemma":[0.9987028,0.00007115325,0.00007567803,0.0005373918,0.00016944938,0.00044351153],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001938834,0.00028479015,0.00041755644,0.00023565098,0.00017238264,0.0000458517,0.00015183378,0.00017671147,0.0036789053],"category_scores_gemma":[0.00016190021,0.00025846384,0.00011327466,0.00037269623,0.00024742103,0.00018954763,0.00017593283,0.00044792402,0.0006869577],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089836185,0.002461184,0.076650456,0.0012995965,0.004134868,0.0082046455,0.008341897,0.000049294915,0.046254538,0.12017169,0.003945979,0.7275875],"study_design_scores_gemma":[0.031684384,0.0055061197,0.70190644,0.00025290222,0.002423847,0.02271062,0.012039463,0.079338744,0.047652576,0.055963404,0.03594745,0.0045740497],"about_ca_topic_score_codex":0.000013591722,"about_ca_topic_score_gemma":0.000002667395,"teacher_disagreement_score":0.72301346,"about_ca_system_score_codex":0.00012863729,"about_ca_system_score_gemma":0.0000069673865,"threshold_uncertainty_score":0.99998677},"labels":[],"label_agreement":null},{"id":"W2400072137","doi":"","title":"[A simplified Chinese version of the Quebec sleep questionnaire was evaluated for reliability and validity].","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intraclass correlation; Polysomnography; Epworth Sleepiness Scale; Obstructive sleep apnea; Hypopnea; Physical therapy; Excessive daytime sleepiness; Reliability (semiconductor); Apnea; Sleep disorder; Clinical psychology; Internal medicine; Psychometrics; Psychiatry; Insomnia","score_opus":0.04850551524650859,"score_gpt":0.2933119531569629,"score_spread":0.2448064379104543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2400072137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952397,0.00006113227,0.0001693818,0.0008361325,0.00025044862,0.0026058862,0.000019223133,0.000035182074,0.0007829441],"genre_scores_gemma":[0.998881,0.0000034182863,0.00016219071,0.000043418713,0.000061027484,0.0005631472,0.0000082694105,0.00001657307,0.00026097576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986899,0.00016261701,0.00022861181,0.00027356241,0.00036347244,0.0002818529],"domain_scores_gemma":[0.99873024,0.00014926169,0.000088541565,0.00047398836,0.0004090132,0.00014896136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010735616,0.00011768999,0.00022922257,0.000065448876,0.00009169441,0.000006913492,0.00013564093,0.00009364615,0.00003449166],"category_scores_gemma":[0.0033738248,0.00007213475,0.000102922015,0.00023839352,0.00028287122,0.00008997816,0.00012193339,0.00015193812,0.00000270032],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018255367,0.00032451836,0.888441,0.0004147055,0.000097326156,0.000001888106,0.000612899,0.000003575892,0.0012382967,0.000257766,0.00019446253,0.106588],"study_design_scores_gemma":[0.0019481106,0.000080137026,0.9869323,0.000014732151,0.00009776246,0.0000053088684,0.00004756723,0.0009434978,0.008213513,0.0015329022,0.00011533814,0.000068859765],"about_ca_topic_score_codex":0.0011171398,"about_ca_topic_score_gemma":0.0002648524,"teacher_disagreement_score":0.10651914,"about_ca_system_score_codex":0.00015171502,"about_ca_system_score_gemma":0.000037147718,"threshold_uncertainty_score":0.4039027},"labels":[],"label_agreement":null},{"id":"W2400868873","doi":"","title":"[Psychological burden of patients diagnosed with obstructive sleep apnea].","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Obstructive sleep apnea; Polysomnography; Medicine; Depression (economics); Beck Depression Inventory; Hamilton Anxiety Rating Scale; Hypopnea; Comorbidity; Beck Anxiety Inventory; Alexithymia; Physical therapy; Psychiatry; Apnea; Internal medicine","score_opus":0.04021718584223982,"score_gpt":0.28800019947089006,"score_spread":0.24778301362865024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2400868873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850271,0.00004735763,0.000111492925,0.00027826967,0.00017815069,0.0016210754,0.000021984797,0.000051621522,0.012662972],"genre_scores_gemma":[0.9980221,0.0000012300225,0.0007144363,0.000053508942,0.00019385832,0.00081618095,0.000029725787,0.000028174703,0.00014080016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997952,0.00008918167,0.00025331852,0.00037272534,0.0008359597,0.0004968579],"domain_scores_gemma":[0.9982087,0.00010706062,0.00011335528,0.00040469866,0.000651704,0.0005144809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002586674,0.00016614742,0.00036223987,0.00015294892,0.00002589227,0.000011656054,0.00017829944,0.00010885887,0.000048141414],"category_scores_gemma":[0.0009054296,0.000115163726,0.000064855034,0.0004038829,0.0003405232,0.000107450316,0.00009125169,0.00025658583,0.000028387725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025412932,0.0006879763,0.63175404,0.00003988141,0.00023373002,0.00011018837,0.0007810212,0.000012637997,0.00003499534,0.00013874311,0.00030114778,0.36336437],"study_design_scores_gemma":[0.0065025175,0.00057723426,0.99059427,0.000005352593,0.00006235619,0.000014299599,0.0005471426,0.000055855853,0.0007181132,0.00013855068,0.00065637415,0.00012796283],"about_ca_topic_score_codex":0.000049300597,"about_ca_topic_score_gemma":0.0000022442905,"teacher_disagreement_score":0.3632364,"about_ca_system_score_codex":0.00015698861,"about_ca_system_score_gemma":0.00001499807,"threshold_uncertainty_score":0.46962404},"labels":[],"label_agreement":null},{"id":"W2401136257","doi":"10.1097/hco.0000000000000263","title":"Heart failure and sleep-disordered breathing","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Heart failure; Continuous positive airway pressure; Breathing; Positive airway pressure; Context (archaeology); Sleep disordered breathing; Cardiology; Intensive care medicine; Internal medicine; Population; Sleep (system call); Central sleep apnea; Cheyne–Stokes respiration; Obstructive sleep apnea; Polysomnography; Anesthesia; Apnea","score_opus":0.09162917318718591,"score_gpt":0.4249564860323578,"score_spread":0.3333273128451719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2401136257","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010276074,0.9936065,0.00019129258,0.00037330497,0.004144741,0.0013210059,0.000089870635,0.00004738655,0.0002155875],"genre_scores_gemma":[0.00006588676,0.99751246,0.00013376343,0.000005588823,0.0017133186,0.00026012043,0.00022984868,0.00006463374,0.000014379686],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970078,0.00066656043,0.0006383295,0.00082979334,0.00026927333,0.0005882273],"domain_scores_gemma":[0.9985151,0.0004646521,0.0001464805,0.0005670752,0.000100568475,0.000206065],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00051882927,0.0004488666,0.0027481108,0.0006204571,0.000056154404,0.000017737413,0.00018152737,0.0005563962,0.00006853097],"category_scores_gemma":[0.00036217782,0.0003160936,0.0004810655,0.00030483262,0.00030039813,0.00006164887,0.00032444537,0.0011287375,0.00016644943],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012803231,0.000021182026,0.0016088842,0.018481204,0.00020472312,0.000010816065,0.000017690529,1.046563e-7,5.296654e-7,0.00022402847,0.0021082554,0.97730976],"study_design_scores_gemma":[0.0009532164,0.000100309844,0.00038308208,0.014631343,0.00013894937,0.0012729315,0.000016317785,0.0000042880765,9.258896e-8,0.00008095708,0.98214835,0.000270153],"about_ca_topic_score_codex":0.0000040999166,"about_ca_topic_score_gemma":4.2840708e-7,"teacher_disagreement_score":0.98004013,"about_ca_system_score_codex":0.00027529255,"about_ca_system_score_gemma":0.00015425668,"threshold_uncertainty_score":0.99992913},"labels":[],"label_agreement":null},{"id":"W2401993747","doi":"10.3233/978-1-58603-979-0-478","title":"Telehealth-based Framework for Supporting the Treatment of Obstructive Sleep Apnea","year":2009,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Telehealth; Obstructive sleep apnea; Sleep (system call); Telemedicine; Sleep apnea; Medicine; Computer science; Intensive care medicine; Internal medicine; Health care","score_opus":0.0486166224292426,"score_gpt":0.4131348052217496,"score_spread":0.36451818279250703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2401993747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9354674,0.008513708,0.011822411,0.039908543,0.00026388944,0.0036609618,0.000027184376,0.00010673321,0.00022912413],"genre_scores_gemma":[0.9436876,0.0012014854,0.054092553,0.0008298339,0.000029998968,0.00014254905,0.000004605986,0.0000068979293,0.000004466735],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998363,0.000027040887,0.0008774128,0.0001124026,0.00014592725,0.0004742168],"domain_scores_gemma":[0.9984682,0.00058116793,0.00039552004,0.00029921727,0.00020014847,0.00005575252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046724122,0.0001470105,0.0005631149,0.00042354947,0.00025684282,0.0000030467447,0.000092127964,0.00017163143,0.0000019216793],"category_scores_gemma":[0.0009963741,0.000093484145,0.000048432325,0.00060961815,0.0007486306,0.000049662653,0.000026900756,0.00029344365,7.2248594e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032009737,0.00023602086,0.03143682,0.0016233618,0.00014514828,0.0000028740167,0.012526506,0.000021152011,0.000004752645,0.068574466,0.000023940362,0.88508487],"study_design_scores_gemma":[0.018434329,0.062383402,0.11801979,0.0016930306,0.00025780796,0.00019890876,0.3406379,0.052945733,0.0088742515,0.3761143,0.019624284,0.00081625953],"about_ca_topic_score_codex":0.0000056544386,"about_ca_topic_score_gemma":0.0000053755775,"teacher_disagreement_score":0.8842686,"about_ca_system_score_codex":0.00026999493,"about_ca_system_score_gemma":0.00008539418,"threshold_uncertainty_score":0.38121727},"labels":[],"label_agreement":null},{"id":"W2402012814","doi":"","title":"Measuring health related quality of life in sleep apnea.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Sleep apnea; Medicine; Sleep (system call); Quality of life (healthcare); Polysomnography; Obstructive sleep apnea; Sleep quality; Apnea; Psychology; Psychiatry; Insomnia; Internal medicine; Computer science","score_opus":0.10067663572524195,"score_gpt":0.3159160946017874,"score_spread":0.21523945887654544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402012814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98064446,0.00061294803,0.000010157246,0.0029888242,0.00005851925,0.0010637462,0.0000053650256,0.000045699282,0.014570278],"genre_scores_gemma":[0.9989664,0.000017706447,0.00010812073,0.00015789407,0.000050290597,0.00023777006,0.0000071257705,0.000019872676,0.0004348466],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99762076,0.0003027948,0.00071427703,0.00026106864,0.00055786874,0.00054321345],"domain_scores_gemma":[0.9989936,0.00010397879,0.00011286718,0.0003467084,0.00007735261,0.00036552874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021488317,0.00010200044,0.00048648356,0.00019746323,0.000030003685,0.000005824428,0.00011047276,0.0000782325,0.00033684698],"category_scores_gemma":[0.00094512425,0.000095947784,0.00007552556,0.00056224776,0.00009950208,0.00007413786,0.000030619598,0.00033640818,0.000039905066],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005796313,0.00026198168,0.31937435,0.00023443617,0.00007813576,0.0000109189605,0.00037310665,0.000024379518,0.00010322894,0.00012618824,0.00003784945,0.6787958],"study_design_scores_gemma":[0.002470678,0.00003361993,0.9964076,0.00001219927,0.0000053219524,0.000005578592,0.00008286121,0.00019884345,0.00040749717,0.00010275062,0.00019974023,0.000073281415],"about_ca_topic_score_codex":0.0012522812,"about_ca_topic_score_gemma":0.00008165212,"teacher_disagreement_score":0.6787225,"about_ca_system_score_codex":0.00025240416,"about_ca_system_score_gemma":0.00005212085,"threshold_uncertainty_score":0.3912637},"labels":[],"label_agreement":null},{"id":"W2402103471","doi":"10.1213/ane.0000000000000774","title":"Postoperative Sleep-Disordered Breathing in Patients Without Preoperative Sleep Apnea","year":2015,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine; Sleep apnea; Apnea; Perioperative; Incidence (geometry); Obstructive sleep apnea; Anesthesia; Apnea–hypopnea index; Polysomnography; Confidence interval; Sleep study; Internal medicine","score_opus":0.01978393827209868,"score_gpt":0.28358293423301584,"score_spread":0.26379899596091716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402103471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914777,0.00024207748,0.00021845665,0.003005761,0.000060847753,0.0013964,0.0000033807487,0.000101676254,0.0034936923],"genre_scores_gemma":[0.9966715,0.0000049083183,0.0014764469,0.0009166038,0.00008198239,0.00009901633,0.00010091264,0.00008505225,0.00056356745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965273,0.00042007666,0.00053815095,0.0007488206,0.001016721,0.0007488923],"domain_scores_gemma":[0.99785703,0.000061799554,0.00012699925,0.0005954446,0.0008283445,0.00053035724],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00056012033,0.00044136218,0.0007359857,0.00046672067,0.0001395322,0.000087434346,0.00029362523,0.00021995038,0.00012986797],"category_scores_gemma":[0.0003098816,0.00037955443,0.0001331059,0.0008489856,0.00023638758,0.0004861285,0.00008453621,0.0006257492,0.00028326616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00108371,0.00070175197,0.9809009,0.000034220426,0.00014356732,0.00065402314,0.0063725812,0.000052165782,0.00019351323,0.00046968283,0.00026307476,0.009130808],"study_design_scores_gemma":[0.008913864,0.0022197252,0.9729122,0.00008488617,0.000116848096,0.0003155467,0.0031734805,0.009295072,0.0014242805,0.00016276762,0.00080110045,0.00058023905],"about_ca_topic_score_codex":0.0004218567,"about_ca_topic_score_gemma":0.000069990274,"teacher_disagreement_score":0.009242906,"about_ca_system_score_codex":0.00044689784,"about_ca_system_score_gemma":0.00014546816,"threshold_uncertainty_score":0.99986565},"labels":[],"label_agreement":null},{"id":"W2404339593","doi":"","title":"The Impact of Nocturnal Hypoxemia and Daytime Sleepiness on Cognitive Impairment in Patients with Obstructive Sleep Apnea Syndrome","year":2007,"lang":"en","type":"article","venue":"Journal of the Korean Neurological Association","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Stroop effect; Medicine; Obstructive sleep apnea; Excessive daytime sleepiness; Audiology; Trail Making Test; Montreal Cognitive Assessment; Hypoxemia; Verbal fluency test; Neuropsychology; Cognition; Apnea; Polysomnography; Psychiatry; Internal medicine; Sleep disorder; Cognitive impairment","score_opus":0.007325154483510992,"score_gpt":0.261526777783539,"score_spread":0.254201623300028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404339593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99842674,0.000020964422,0.000024531771,0.0007113814,0.000121258025,0.00051014306,0.000016709017,0.0000041235253,0.00016418016],"genre_scores_gemma":[0.99977285,0.0000053685703,0.000033190587,0.00009038722,0.00006719204,0.000001905468,0.0000022663548,0.00001326406,0.000013562637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974991,0.00035248973,0.00056124455,0.00016388591,0.0010601744,0.00036311802],"domain_scores_gemma":[0.9965072,0.0014306697,0.0010819624,0.00013257956,0.00070564816,0.00014190967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001491802,0.00017294945,0.0004061918,0.000160567,0.000120545585,0.000025021987,0.00018433246,0.00013201273,0.0000114921795],"category_scores_gemma":[0.002013374,0.0000734549,0.00019442163,0.00039749555,0.0001819719,0.00011535314,0.000083345934,0.00096522603,0.0000012379445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007678329,0.00045677082,0.98550093,0.000006571948,0.000321737,0.00006910303,0.00013630051,0.00008179485,0.00018143725,0.000014584679,0.0000111372365,0.00554128],"study_design_scores_gemma":[0.0048768725,0.0075035603,0.986409,0.000049569622,0.00009969837,0.00013962104,0.00005903356,0.00017683065,0.00029284303,0.00032320412,0.0000012481862,0.00006851606],"about_ca_topic_score_codex":0.000013688242,"about_ca_topic_score_gemma":0.00000562376,"teacher_disagreement_score":0.0070467894,"about_ca_system_score_codex":0.00055933936,"about_ca_system_score_gemma":0.00003759586,"threshold_uncertainty_score":0.41934806},"labels":[],"label_agreement":null},{"id":"W2406243325","doi":"","title":"Complications of adenotonsillectomy revisited in a large pediatric case series.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Adenoidectomy; Tonsillectomy; Incidence (geometry); Surgery; Retrospective cohort study; Suction; General surgery","score_opus":0.02102670012341516,"score_gpt":0.27484718403541325,"score_spread":0.2538204839119981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2406243325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827123,0.0005776385,0.00008245675,0.0007317895,0.000027573049,0.0017495814,0.000060381433,0.00004104597,0.014017185],"genre_scores_gemma":[0.9983014,0.0000136242115,0.00030925116,0.000033184617,0.00009714905,0.0008575546,0.00003894802,0.000015948614,0.00033292524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885607,0.000055178614,0.00029537626,0.00020009605,0.00022385057,0.00036943067],"domain_scores_gemma":[0.9992809,0.000073773175,0.00006600839,0.00030769472,0.00017187576,0.000099699566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002670767,0.000084148305,0.00022175659,0.0004042009,0.00003818517,0.0000073714896,0.00006539354,0.000055559245,0.00003931638],"category_scores_gemma":[0.0002508178,0.00008035801,0.000052158583,0.0011623537,0.000053547494,0.00007060256,0.000051462874,0.00017664615,0.000012572839],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008527753,0.00047134832,0.98863024,0.00019924434,0.00002183003,0.0010015582,0.000050490264,0.0000019185668,0.00018626607,0.0017465891,0.0005637218,0.0070415423],"study_design_scores_gemma":[0.0016995551,0.000018278994,0.9952093,0.0000037504674,0.00003794531,0.0011706451,0.00004021698,0.000059547092,0.0004265709,0.000107298205,0.0011592349,0.00006767868],"about_ca_topic_score_codex":0.00015219877,"about_ca_topic_score_gemma":0.00011240337,"teacher_disagreement_score":0.015589067,"about_ca_system_score_codex":0.000112173955,"about_ca_system_score_gemma":0.000023973393,"threshold_uncertainty_score":0.32769045},"labels":[],"label_agreement":null},{"id":"W2406758528","doi":"10.1038/srep25730","title":"A Subject-Specific Acoustic Model of the Upper Airway for Snoring Sounds Generation","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"Canadian Institutes of Health Research; University of Manitoba","keywords":"Airway; Medicine; Sleep apnea; Sound (geography); Sleep (system call); Acoustics; Anatomy; Audiology; Anesthesia; Computer science; Physics","score_opus":0.049841933765913775,"score_gpt":0.2975799348650865,"score_spread":0.2477380010991727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2406758528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94578373,0.00007556721,0.048387237,0.00043929505,0.003581619,0.0008687256,0.000008872127,0.000026904456,0.0008280628],"genre_scores_gemma":[0.98606557,0.0000026783275,0.0017592437,0.000009926161,0.00019625388,0.00006664052,0.00000660321,0.000022210836,0.011870865],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997858,0.000029070894,0.00041981778,0.00056478404,0.0007861095,0.00034225217],"domain_scores_gemma":[0.99799496,0.000073076466,0.00019442888,0.0010526797,0.00058797223,0.00009689133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013284172,0.00010931958,0.00018178676,0.00016298983,0.0002702895,0.000059654965,0.00011883206,0.00006225446,0.00009905654],"category_scores_gemma":[0.00061904604,0.00005826778,0.00017310378,0.00033902153,0.0004001498,0.00013524407,0.00008635096,0.00007648222,0.000008503531],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026377294,0.00004977744,0.00703369,0.00003558637,0.000020223706,0.0000071285444,0.00015523448,0.0003140056,0.98278195,0.00017232887,0.002829929,0.0065737646],"study_design_scores_gemma":[0.0006976296,0.000066798966,0.0024306818,0.0000822967,0.00005704919,0.00013224619,0.000069615664,0.028212944,0.9605811,0.0044087376,0.0031201264,0.00014077176],"about_ca_topic_score_codex":0.0000029435726,"about_ca_topic_score_gemma":0.000010485268,"teacher_disagreement_score":0.046627995,"about_ca_system_score_codex":0.00016745212,"about_ca_system_score_gemma":0.00017795118,"threshold_uncertainty_score":0.2376091},"labels":[],"label_agreement":null},{"id":"W2407220389","doi":"10.2174/1573402112666160114093359","title":"Sympathetic Nervous System in Patients with Sleep Related Breathing Disorders","year":2016,"lang":"en","type":"review","venue":"Current Hypertension Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Medical Research Council; Canadian Institutes of Health Research","keywords":"Medicine; Sympathetic nervous system; Obstructive sleep apnea; Sleep apnea; Sleep (system call); Autonomic nervous system; Breathing; Blood pressure; Anesthesia; Apnea; Continuous positive airway pressure; Ventilation (architecture); Nervous system; Central nervous system; Heart failure; Central sleep apnea; Respiratory system; Cardiology; Internal medicine; Heart rate; Polysomnography","score_opus":0.043180958091938164,"score_gpt":0.319335595181365,"score_spread":0.27615463708942684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2407220389","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020855898,0.99062824,0.000027972292,0.000028729874,0.000863489,0.0077224835,0.000030801086,0.00011526683,0.00037444793],"genre_scores_gemma":[0.0002638797,0.99854434,0.000085099586,0.000012951536,0.000102936225,0.00044073074,0.00028890814,0.00019945491,0.000061679166],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940099,0.0010070041,0.0019695915,0.001241063,0.0009502958,0.00082214636],"domain_scores_gemma":[0.9967317,0.00019816736,0.00089748134,0.001469042,0.00029951014,0.0004040928],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00091361796,0.0010030664,0.0052233697,0.0007928195,0.00011227887,0.00003543587,0.00040664469,0.0004204389,0.00009219793],"category_scores_gemma":[0.00041362838,0.00051107915,0.0009259901,0.0011230926,0.00016232494,0.00013881098,0.0002325226,0.001381744,0.0015718217],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016871527,0.00032963377,0.0008718702,0.052277666,0.00011242981,0.00006641821,0.000018252349,6.1748736e-8,1.11656455e-7,0.000039040187,0.000105406696,0.9461622],"study_design_scores_gemma":[0.0017570511,0.00021541608,0.00045091883,0.21120302,0.0012389809,0.00015952105,0.000007452422,0.000027368807,3.7750965e-8,0.0000022334161,0.7844512,0.00048683118],"about_ca_topic_score_codex":0.000008490588,"about_ca_topic_score_gemma":0.0000015711297,"teacher_disagreement_score":0.94567543,"about_ca_system_score_codex":0.0009258709,"about_ca_system_score_gemma":0.0001327856,"threshold_uncertainty_score":0.9997341},"labels":[],"label_agreement":null},{"id":"W2408549144","doi":"10.1159/000444301","title":"Changes in Retinal Nerve Fiber Layer Thickness in Obstructive Sleep Apnea/Hypopnea Syndrome: A Meta-Analysis","year":2016,"lang":"en","type":"review","venue":"Ophthalmic Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nerve fiber layer; Hypopnea; Obstructive sleep apnea; Retinal; Ophthalmology; Meta-analysis; Confidence interval; Internal medicine; Apnea; Polysomnography","score_opus":0.24049195376017057,"score_gpt":0.4570581297363211,"score_spread":0.21656617597615052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2408549144","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026039688,0.9797686,0.000007454398,0.0009281665,0.00014653866,0.0055671437,0.00039724068,0.000051501906,0.010529406],"genre_scores_gemma":[0.013550954,0.959726,0.00066127366,0.000020391504,0.00039460827,0.006052951,0.00042418562,0.00049426616,0.018675419],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98016,0.0067405985,0.0020266685,0.0030942333,0.004859186,0.003119335],"domain_scores_gemma":[0.9898716,0.0043614297,0.0005315222,0.0031192158,0.0013248906,0.0007913115],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.010270427,0.0013772155,0.01016498,0.010911236,0.00022037358,0.00019517241,0.0019598939,0.0016171349,0.014902481],"category_scores_gemma":[0.0024405424,0.000923212,0.0036054454,0.01391187,0.0014826243,0.00030813718,0.0015970733,0.00649899,0.0025690135],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068095914,0.0011690824,0.0016104253,0.032207098,0.13985516,0.045105573,0.00071396923,0.000005383536,0.00005431162,0.00036801127,0.00015306538,0.77807695],"study_design_scores_gemma":[0.009897384,0.0037174923,0.011035911,0.018106459,0.38565868,0.035811976,0.0025455474,0.0003787339,0.00016801893,0.002165554,0.52332276,0.0071914657],"about_ca_topic_score_codex":0.00093964575,"about_ca_topic_score_gemma":0.000343519,"teacher_disagreement_score":0.7708855,"about_ca_system_score_codex":0.0026800488,"about_ca_system_score_gemma":0.00075249624,"threshold_uncertainty_score":0.99989784},"labels":[],"label_agreement":null},{"id":"W2408631410","doi":"10.1093/sleep/27.3.536","title":"Polysomnography Performed in the Unattended Home Versus the Attended Laboratory Setting—Sleep Heart Health Study Methodology","year":2004,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":196,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; University of Minnesota; University of California, Davis; Case Western Reserve University; York University; Johns Hopkins University","keywords":"Polysomnography; Polysomnogram; Respiratory disturbance index; Medicine; Quartile; Body mass index; Physical therapy; Sleep Stages; Sleep medicine; Sleep disorder; Internal medicine; Apnea; Confidence interval; Insomnia; Psychiatry","score_opus":0.057887352154628736,"score_gpt":0.38087972360122513,"score_spread":0.32299237144659637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2408631410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9455286,0.0007863136,0.00012636885,0.049603056,0.0007201,0.002587069,0.000020488744,0.000091945,0.00053602294],"genre_scores_gemma":[0.99384767,0.000017044717,0.0017555191,0.0037874,0.00028497295,0.00022221945,0.000021138452,0.000052475305,0.000011572486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941134,0.0024015163,0.0005920792,0.0006533222,0.0011662731,0.0010734041],"domain_scores_gemma":[0.9972934,0.0008873585,0.00015737533,0.0012007449,0.00022509824,0.00023599349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052544894,0.00034197443,0.0006306679,0.00052305957,0.0004517315,0.000052716874,0.00061362534,0.00013849582,0.00015822933],"category_scores_gemma":[0.0006533164,0.00020357888,0.00020624156,0.0021072847,0.00049321796,0.00012849076,0.00017010098,0.0014301544,0.00009838173],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0075849458,0.0064247083,0.8633165,0.0003103358,0.0018768309,0.0006094951,0.057097953,0.00021816,0.0047968677,0.005780464,0.00094078114,0.051042955],"study_design_scores_gemma":[0.017355565,0.0036657252,0.9275939,0.000026218962,0.00014755262,0.000065266904,0.04865057,0.000067241905,0.0004692156,0.0006583523,0.0010075442,0.00029284123],"about_ca_topic_score_codex":0.0005868252,"about_ca_topic_score_gemma":0.0008154528,"teacher_disagreement_score":0.0642774,"about_ca_system_score_codex":0.0004367228,"about_ca_system_score_gemma":0.00026061884,"threshold_uncertainty_score":0.8301706},"labels":[],"label_agreement":null},{"id":"W2409168039","doi":"10.5603/kp.2015.0155","title":"Can continuous positive airway pressure therapy have antiarrhythmic properties?","year":2015,"lang":"en","type":"article","venue":"Kardiologia Polska","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sinus bradycardia; Blood pressure; Heart rate; Bradycardia; Cardiology; Internal medicine; Anesthesia; Sinus rhythm; Diabetes mellitus; Atrial fibrillation","score_opus":0.04651901759209434,"score_gpt":0.29324777314848155,"score_spread":0.2467287555563872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2409168039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96291816,0.0042504407,0.00014725074,0.004799265,0.00037758466,0.0020522408,0.000107767184,0.00024106748,0.025106246],"genre_scores_gemma":[0.99505985,0.000054652075,0.00027965382,0.00051316136,0.0006077353,0.000100805504,0.000045091027,0.00005469809,0.0032843472],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756545,0.0003368603,0.00029605912,0.0005421159,0.00056156336,0.0006979757],"domain_scores_gemma":[0.9981963,0.00006175049,0.000098822886,0.00061730586,0.00061628537,0.00040954692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005241345,0.0003010552,0.000677089,0.00014401632,0.00009856405,0.000043173706,0.00022730976,0.0002511226,0.00009371475],"category_scores_gemma":[0.00053201115,0.00020767849,0.00017424078,0.00017794268,0.00045494686,0.00010020487,0.00014182965,0.0005369713,0.00017010476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009061554,0.0007615259,0.6192647,0.00020128538,0.004660466,0.0027449937,0.0073658708,0.00017622231,0.23300359,0.0011802634,0.023547452,0.09803205],"study_design_scores_gemma":[0.021807877,0.009057401,0.5167347,0.00031139152,0.0004986741,0.0033455358,0.0056378837,0.0015376463,0.39494216,0.0007774513,0.043665916,0.0016833663],"about_ca_topic_score_codex":0.00032545088,"about_ca_topic_score_gemma":0.000012143375,"teacher_disagreement_score":0.16193858,"about_ca_system_score_codex":0.00016743381,"about_ca_system_score_gemma":0.00021761957,"threshold_uncertainty_score":0.8468883},"labels":[],"label_agreement":null},{"id":"W2409451285","doi":"10.1093/sleep/24.5.554","title":"Effects of a Titratable Oral Appliance on Supine Airway Size in Awake Non-Apneic Individuals","year":2001,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Supine position; Hyoid bone; Medicine; Airway; Titratable acid; Swallowing; Mandible (arthropod mouthpart); Orthodontics; Expiration; Anatomy; Dentistry; Anesthesia; Respiratory system; Biology","score_opus":0.01118826821348581,"score_gpt":0.2911831065546103,"score_spread":0.27999483834112454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2409451285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882564,0.00024570985,0.00016522456,0.00038733776,0.00013538757,0.001146513,0.000011724514,0.000032905962,0.009618792],"genre_scores_gemma":[0.997721,0.00003791508,0.00082334416,0.0002052079,0.00011155273,0.00010267986,0.000013834583,0.000036877504,0.00094759057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980884,0.00007411656,0.00030730182,0.0003753667,0.00061431265,0.00054047164],"domain_scores_gemma":[0.99897784,0.00027950355,0.00007581269,0.00040672044,0.00009144346,0.00016866563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034998092,0.0001974191,0.0004780012,0.00022729699,0.000034068282,0.000011740177,0.00019207767,0.00012233875,0.0004799931],"category_scores_gemma":[0.0004195321,0.00017537404,0.000083176106,0.00080545404,0.00012597567,0.000094185634,0.00008190551,0.00040260388,0.00031453688],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006621778,0.0022155046,0.77967376,0.0010333094,0.00019707222,0.00068275374,0.00049132016,0.00007469681,0.15200944,0.0005132924,0.00071961567,0.061727062],"study_design_scores_gemma":[0.009438986,0.0010507756,0.7879394,0.00032474464,0.00007465119,0.00003100882,0.00009331907,0.0007800493,0.19657288,0.00020940442,0.0032143984,0.00027034787],"about_ca_topic_score_codex":0.00012957747,"about_ca_topic_score_gemma":0.000036535454,"teacher_disagreement_score":0.061456714,"about_ca_system_score_codex":0.00013548492,"about_ca_system_score_gemma":0.00003779318,"threshold_uncertainty_score":0.7151545},"labels":[],"label_agreement":null},{"id":"W2409473883","doi":"10.5664/jcsm.4714","title":"OSA in Psychiatric Patients: Insomnia as a Concurrent Presentation of Autonomic Dysregulation in OSA","year":2015,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Psychiatry; Sleep medicine; Polysomnography; Obstructive sleep apnea; Anxiety; Mood; Insomnia; Pediatrics; Sleep disorder; Apnea; Internal medicine","score_opus":0.07141435411180633,"score_gpt":0.43904467916272955,"score_spread":0.3676303250509232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2409473883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77022904,0.0012711876,0.00007960054,0.2213964,0.004607971,0.0013366155,0.000018179595,0.000009667189,0.0010513248],"genre_scores_gemma":[0.9503741,0.00046721098,0.00050001265,0.035218693,0.012814284,0.000018264078,0.00034796336,0.000097541255,0.00016187923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.989047,0.0011286446,0.0061718044,0.00048800083,0.002671246,0.0004933265],"domain_scores_gemma":[0.99168897,0.0017614245,0.0038770658,0.00047458895,0.0018010596,0.0003968926],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0050109774,0.0004079142,0.002762597,0.0021057685,0.000017185659,0.000010215143,0.00044117434,0.0011089791,0.00038124487],"category_scores_gemma":[0.0108503355,0.0003028449,0.00042237452,0.0009839328,0.0005259842,0.00024979055,0.0001044016,0.0055456064,0.000027922222],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027302916,0.0015596504,0.70144796,0.00061241345,0.00036955014,0.000643621,0.0004159901,0.000042776424,0.0000360943,0.000024533803,0.1796845,0.1124326],"study_design_scores_gemma":[0.042699624,0.008456018,0.88027996,0.0019070135,0.0006298108,0.00009590202,0.00015974497,0.00085001485,0.000020612644,0.0009403614,0.06366493,0.0002960381],"about_ca_topic_score_codex":0.0001844826,"about_ca_topic_score_gemma":0.0000389922,"teacher_disagreement_score":0.18617772,"about_ca_system_score_codex":0.00075515447,"about_ca_system_score_gemma":0.0007206424,"threshold_uncertainty_score":0.99994236},"labels":[],"label_agreement":null},{"id":"W2409829562","doi":"10.1016/b978-0-444-52006-7.00029-0","title":"Medical and surgical treatment of obstructive sleep apnea syndrome, including dental appliances","year":2010,"lang":"en","type":"review","venue":"Handbook of clinical neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Anesthesia","score_opus":0.11739670582944774,"score_gpt":0.45846247073757246,"score_spread":0.34106576490812474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2409829562","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03967114,0.9569427,0.000029130402,0.00011344013,0.0008930001,0.0015133256,0.00007277639,0.000029852694,0.00073463895],"genre_scores_gemma":[0.0051737227,0.9935374,0.00043517636,0.00003837626,0.00052871066,0.00011225299,0.00005320152,0.00007612157,0.000045031724],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.993698,0.00089952245,0.0028290127,0.0010715392,0.00095197913,0.0005499692],"domain_scores_gemma":[0.9909678,0.0063679456,0.001095337,0.00066486234,0.00017547487,0.00072854065],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009135897,0.0005804326,0.0065513384,0.00033868742,0.00006304705,0.0000072835473,0.0003934089,0.0020565696,0.0004522833],"category_scores_gemma":[0.0015370594,0.00040689635,0.0012003586,0.0002622891,0.003364072,0.000045834662,0.00045015526,0.0019675966,0.000032952234],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007026222,0.0007537789,0.008300028,0.003812259,0.00072516216,0.0031066875,0.000014173235,2.0753497e-8,0.000002911638,0.00011611633,0.000004162762,0.98246205],"study_design_scores_gemma":[0.009654206,0.014478153,0.0032906998,0.003943469,0.0031668798,0.024032593,0.00001458352,0.00008759368,0.000063957115,0.00014681093,0.94057536,0.00054572],"about_ca_topic_score_codex":0.000024248793,"about_ca_topic_score_gemma":0.000022756092,"teacher_disagreement_score":0.98191637,"about_ca_system_score_codex":0.000031335676,"about_ca_system_score_gemma":0.00033518442,"threshold_uncertainty_score":0.9998383},"labels":[],"label_agreement":null},{"id":"W2409917434","doi":"10.2174/1573402112666160114094337","title":"New Technologies for the Diagnosis of Sleep Apnea","year":2016,"lang":"en","type":"review","venue":"Current Hypertension Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Polysomnography; Sleep apnea; Medicine; Sleep (system call); Obstructive sleep apnea; Apnea; Intensive care medicine; Data science; Computer science; Cardiology; Internal medicine","score_opus":0.1925597592405907,"score_gpt":0.4152826042992078,"score_spread":0.2227228450586171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2409917434","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.5187856e-7,0.98591757,0.002538675,0.0008756226,0.0012950236,0.009138283,0.00008283516,0.0001008574,0.00005086739],"genre_scores_gemma":[0.0000012700228,0.99567467,0.0011602587,0.000029451396,0.00043782586,0.0023851483,0.000058510876,0.00009251932,0.00016034638],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965262,0.00021618238,0.0014905339,0.0007306238,0.0005148894,0.0005215936],"domain_scores_gemma":[0.99491006,0.0017879332,0.0009062296,0.0018240229,0.0004117296,0.00016000701],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008689379,0.00064603664,0.004388419,0.00036615727,0.0001154574,0.00001933003,0.0008006724,0.00037507314,0.00022524789],"category_scores_gemma":[0.0045665186,0.0002654549,0.0021225626,0.0006982201,0.0002737181,0.000057886435,0.00040990807,0.0006810825,0.00044489835],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011315695,0.0000798835,0.000013378425,0.034971233,0.0002022104,0.0000032065523,0.0000036861675,3.0309446e-9,0.0000026074647,0.0001413,0.034733996,0.92983717],"study_design_scores_gemma":[0.0005199039,0.00014130729,0.0000033505826,0.045181632,0.002992715,0.000078995945,0.000009685783,0.000009471225,0.000020924428,0.000049224025,0.9507304,0.00026240837],"about_ca_topic_score_codex":0.0000032802511,"about_ca_topic_score_gemma":5.9792245e-7,"teacher_disagreement_score":0.9295748,"about_ca_system_score_codex":0.00012921896,"about_ca_system_score_gemma":0.00017338706,"threshold_uncertainty_score":0.9999798},"labels":[],"label_agreement":null},{"id":"W2410202669","doi":"10.1111/jsr.12430","title":"Impact of continuous positive airway pressure (<scp>CPAP</scp>) on quality of life in patients with obstructive sleep apnea (<scp>OSA</scp>)","year":2016,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Heart, Lung, and Blood Institute","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Sleep (system call); Sleep quality; Apnea; Anesthesia; Airway; Sleep apnea; Computer science; Pharmacology; Insomnia","score_opus":0.029037159882639437,"score_gpt":0.3496071683726548,"score_spread":0.3205700084900154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410202669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940627,0.0004978288,0.00018505935,0.00020837085,0.00014528212,0.0016271548,0.000350812,0.000014005175,0.0029087607],"genre_scores_gemma":[0.99882215,0.000044137792,0.00040140745,0.000019703297,0.0002703601,0.000022821196,0.000011149794,0.000104365914,0.00030392368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9878424,0.002085512,0.0020402877,0.0006936552,0.0058127563,0.0015254109],"domain_scores_gemma":[0.9802681,0.0069714873,0.0016496511,0.0009603807,0.009048649,0.0011017388],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005147756,0.00052792375,0.0020270266,0.002244186,0.00013597113,0.000050809864,0.0009230706,0.0004211515,0.0000912256],"category_scores_gemma":[0.016361726,0.00031452335,0.00060779933,0.0018310032,0.0014831751,0.00068363803,0.00036962656,0.0023522305,0.000031058924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005790312,0.0029519715,0.9416041,0.00028823945,0.0026496684,0.00013824955,0.0018834255,0.00008190421,0.027639078,0.00019618271,0.00037711533,0.016399777],"study_design_scores_gemma":[0.016773779,0.014621395,0.93767416,0.0007150571,0.00012929559,0.000029336912,0.0016604323,0.000054747543,0.027984027,0.00020927284,0.000054491476,0.00009398558],"about_ca_topic_score_codex":0.0003704166,"about_ca_topic_score_gemma":0.000025470881,"teacher_disagreement_score":0.016305791,"about_ca_system_score_codex":0.00093567866,"about_ca_system_score_gemma":0.0006786957,"threshold_uncertainty_score":0.9999494},"labels":[],"label_agreement":null},{"id":"W2411081027","doi":"10.1088/0967-3334/37/2/187","title":"Evaluation of cardiac modulation in children in response to apnea/hypopnea using the Phone Oximeter<sup>™</sup>","year":2016,"lang":"en","type":"article","venue":"Physiological Measurement","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; BC Children's Hospital; California HIV/AIDS Research Program","keywords":"Photoplethysmogram; Polysomnography; Medicine; Heart rate variability; Cardiology; Detrended fluctuation analysis; Heart rate; Apnea; Internal medicine; Hypopnea; Sleep apnea; Pulse (music); Spectral analysis; Anesthesia; Blood pressure; Mathematics","score_opus":0.1497595262607154,"score_gpt":0.35363387875650876,"score_spread":0.20387435249579336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411081027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99672776,0.00015563307,0.00039836727,0.00070296647,0.00003724663,0.00191923,0.000008139007,0.000012424158,0.00003824907],"genre_scores_gemma":[0.9992838,0.000004855385,0.00042362307,0.000048134647,0.000083254316,0.00013818013,0.000002979564,0.000012861693,0.0000023254345],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99462306,0.0021249861,0.00041795478,0.00039110318,0.002106471,0.0003363967],"domain_scores_gemma":[0.9985791,0.0001626943,0.000079546706,0.0004188527,0.0006693773,0.000090442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008222708,0.0001548506,0.00036410062,0.00021319928,0.000038256432,0.0000065263,0.00014466731,0.00008331266,0.00008422044],"category_scores_gemma":[0.0032576886,0.00008169118,0.00009806476,0.0005107153,0.00010098115,0.00006979961,0.000103938684,0.0001606287,0.000022373031],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013943587,0.0002348277,0.02660085,0.000005838129,0.000068879344,4.694169e-7,0.00018297971,0.0036704997,0.8995238,0.000006929647,0.0000072161088,0.06830335],"study_design_scores_gemma":[0.0018933697,0.0003447478,0.9317288,0.00008841177,0.00006107031,0.0000015857112,0.00008470234,0.018919181,0.046277408,0.0004938735,0.0000039757097,0.00010289233],"about_ca_topic_score_codex":0.000103448314,"about_ca_topic_score_gemma":0.000004538962,"teacher_disagreement_score":0.90512794,"about_ca_system_score_codex":0.0011289205,"about_ca_system_score_gemma":0.00008921115,"threshold_uncertainty_score":0.3899993},"labels":[],"label_agreement":null},{"id":"W2411691770","doi":"10.1093/sleep/25.4.398","title":"Procedural Skill Learning in Obstructive Sleep Apnea Syndrome","year":2002,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Hôpital Notre-Dame; Université du Québec à Montréal","funders":"Medical Research Council Canada","keywords":"Obstructive sleep apnea; Audiology; Cognition; Psychology; Neuropsychology; Procedural memory; Effects of sleep deprivation on cognitive performance; Medicine; Physical medicine and rehabilitation; Anesthesia; Psychiatry","score_opus":0.01715043535727791,"score_gpt":0.26979534239967584,"score_spread":0.25264490704239795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411691770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745573,0.00044220794,0.00012793009,0.0012503881,0.0002494512,0.00074662466,0.0000044157086,0.00018428266,0.022437397],"genre_scores_gemma":[0.99657595,0.000011085965,0.00079218345,0.00017841614,0.00012722012,0.00008251498,0.000017040997,0.0000687733,0.002146835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736303,0.00011924494,0.00039454995,0.00059607165,0.0006978916,0.000829215],"domain_scores_gemma":[0.99897265,0.00009063343,0.00009376248,0.00037303852,0.00017677015,0.00029313072],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002216971,0.00028541996,0.00047250872,0.00047020946,0.00012468896,0.000036722373,0.00021186275,0.00017822841,0.0019010927],"category_scores_gemma":[0.00063638884,0.0002697701,0.0001369207,0.00088582863,0.0002142488,0.00026588497,0.00014310335,0.0010669152,0.0010887492],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004295362,0.0011814631,0.70056844,0.00049023086,0.00041159318,0.0041474067,0.007194779,0.00044180537,0.0075404285,0.0012383022,0.00029692502,0.2760591],"study_design_scores_gemma":[0.0078590885,0.0013443527,0.92014325,0.00015446755,0.0001334877,0.0029184895,0.0035686812,0.055900685,0.0032239256,0.0006044863,0.0032779216,0.00087117124],"about_ca_topic_score_codex":0.000057027668,"about_ca_topic_score_gemma":0.000024091923,"teacher_disagreement_score":0.2751879,"about_ca_system_score_codex":0.00038534272,"about_ca_system_score_gemma":0.000013818251,"threshold_uncertainty_score":0.99997544},"labels":[],"label_agreement":null},{"id":"W2411947931","doi":"10.1213/ane.0000000000001416","title":"Society of Anesthesia and Sleep Medicine Guidelines on Preoperative Screening and Assessment of Adult Patients With Obstructive Sleep Apnea","year":2016,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":349,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph's Hospital; Victoria Hospital; London Health Sciences Centre; Western University; Toronto Western Hospital; University Health Network; University of Toronto; University of British Columbia","funders":"U.S. Department of Defense; National Heart, Lung, and Blood Institute; National Cancer Institute; National Institutes of Health; ResMed; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Sleep medicine; Obstructive sleep apnea; Sleep (system call); Anesthesia; Sleep apnea; Intensive care medicine; Sleep disorder; Psychiatry; Insomnia","score_opus":0.03976216656738546,"score_gpt":0.3550255186584435,"score_spread":0.31526335209105805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411947931","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04184972,0.9493119,0.00083814334,0.0026208647,0.00002903947,0.004815212,0.000047900907,0.000074280055,0.00041294956],"genre_scores_gemma":[0.012390234,0.96767044,0.018479895,0.00035113242,0.0002831002,0.00021263484,0.000240039,0.00026423697,0.000108264096],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99463564,0.0004222456,0.0015756807,0.0011832995,0.0015872064,0.0005959327],"domain_scores_gemma":[0.9943075,0.0006622848,0.0013362695,0.00086587894,0.0024344884,0.00039355448],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005957847,0.001040584,0.0038994716,0.0005127886,0.00015766252,0.000023848108,0.00033064032,0.0005027211,0.000078970115],"category_scores_gemma":[0.00019302104,0.000602013,0.00042198182,0.00071823754,0.0015005842,0.00020596726,0.000098554636,0.00071596244,0.0000027874935],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003457931,0.00024628313,0.029082846,0.011337166,0.0024299289,0.00019825932,0.00036016066,0.0000010727025,0.000006018071,0.0013090394,0.00015030295,0.95453316],"study_design_scores_gemma":[0.025208443,0.023139741,0.60782105,0.14965738,0.019413035,0.006814981,0.00236075,0.0019625656,0.00018777954,0.00022546512,0.15900901,0.0041998103],"about_ca_topic_score_codex":0.000074259566,"about_ca_topic_score_gemma":0.0000024442454,"teacher_disagreement_score":0.9503333,"about_ca_system_score_codex":0.00016965736,"about_ca_system_score_gemma":0.0001954901,"threshold_uncertainty_score":0.99964315},"labels":[],"label_agreement":null},{"id":"W2412366358","doi":"10.5664/jcsm.26362","title":"Increasing Obesity Trends in Patients with Sleep-Disordered Breathing Referred to a Sleep Disorders Center","year":2005,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Manitoba Health; St. Boniface Hospital","funders":"","keywords":"Medicine; Sleep medicine; Polysomnography; Obstructive sleep apnea; Sleep (system call); Central sleep apnea; Obesity; Hypopnea; Sleep apnea; Pediatrics; Internal medicine; Psychiatry; Sleep disorder; Insomnia; Apnea","score_opus":0.03281927232001724,"score_gpt":0.37761940844664776,"score_spread":0.3448001361266305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412366358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979525,0.00023571526,0.00086187624,0.01572664,0.00048276194,0.0005192929,0.0000061886026,0.000030054987,0.0026124641],"genre_scores_gemma":[0.9913503,0.000037441034,0.005324491,0.001603416,0.0015032864,0.000006047591,0.000026372136,0.00007202575,0.00007661192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99295646,0.00066663075,0.0028701376,0.00057550764,0.0021190213,0.0008122194],"domain_scores_gemma":[0.99544305,0.0009587027,0.00092955254,0.0005810585,0.000810808,0.0012768024],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004239995,0.00043173562,0.0018901182,0.0012849651,0.00010441038,0.00002544306,0.00046036605,0.0002892333,0.00063147757],"category_scores_gemma":[0.004993889,0.00028520738,0.0003520018,0.0013367729,0.00037247632,0.00043654168,0.00016938221,0.002020255,0.000025606942],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008366898,0.0020821437,0.6517241,0.00002715071,0.0002492345,0.00009665241,0.00043266473,0.00010589012,0.00002744087,0.0000074757836,0.00021512528,0.3366652],"study_design_scores_gemma":[0.035852917,0.006293785,0.95117146,0.00069972523,0.0002755108,0.00011308806,0.00027790226,0.0009424163,0.000012059744,0.00004503571,0.004051415,0.00026471124],"about_ca_topic_score_codex":0.00012718765,"about_ca_topic_score_gemma":0.00023102017,"teacher_disagreement_score":0.3364005,"about_ca_system_score_codex":0.00040839278,"about_ca_system_score_gemma":0.000063656145,"threshold_uncertainty_score":0.99996},"labels":[],"label_agreement":null},{"id":"W2412426601","doi":"10.5664/jcsm.8978","title":"Long-Term Compliance and Side Effects of Oral Appliances Used for the Treatment of Snoring and Obstructive Sleep Apnea Syndrome","year":2005,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":189,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Oral appliance; Continuous positive airway pressure; Sleep apnea; Apnea; Respiratory disturbance index; Dry mouth; Dentistry; Physical therapy; Anesthesia; Pediatrics; Polysomnography; Internal medicine; Saliva","score_opus":0.08814062630013997,"score_gpt":0.4266639274245261,"score_spread":0.3385233011243861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412426601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98290235,0.009884999,0.0028118566,0.0027616576,0.0004854202,0.001078625,0.0000061954897,0.000005982452,0.000062901294],"genre_scores_gemma":[0.9942277,0.0016473503,0.003174619,0.00008120672,0.0007914164,0.000018963763,0.0000017653911,0.000024250996,0.00003272618],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969419,0.0001429874,0.0016401596,0.00027670534,0.0006913785,0.00030687067],"domain_scores_gemma":[0.9916596,0.0060850913,0.0011016345,0.00029224198,0.00049410306,0.00036735446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012490273,0.00024201782,0.0017205833,0.00014617038,0.00007323166,0.0000075815005,0.00018788967,0.00013490874,0.000018688354],"category_scores_gemma":[0.0015714882,0.00013072128,0.00025932209,0.00019685348,0.0013432152,0.00013402909,0.000045272493,0.00037550367,8.1240876e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022029402,0.0006350281,0.31930766,0.00070514367,0.0013170025,0.00013246013,0.00046448162,0.000012879712,0.0026935234,0.000060365688,0.0000066821585,0.6724618],"study_design_scores_gemma":[0.021003075,0.0147646675,0.95477325,0.00078030414,0.0013920917,0.00060961174,0.00026948284,0.0012889097,0.0044862404,0.00014815897,0.00036749995,0.00011673391],"about_ca_topic_score_codex":0.000020427735,"about_ca_topic_score_gemma":0.00002101555,"teacher_disagreement_score":0.6723451,"about_ca_system_score_codex":0.00007713658,"about_ca_system_score_gemma":0.000035121524,"threshold_uncertainty_score":0.5330659},"labels":[],"label_agreement":null},{"id":"W241306484","doi":"10.1007/bf03022219","title":"Perioperative care of patients with obstructive sleep apnea — a survey of Canadian anesthesiologists","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; Kingston General Hospital","funders":"","keywords":"Medicine; Respondent; Perioperative; Obstructive sleep apnea; American society of anesthesiologists; Anesthesiology; Emergency medicine; Anesthesia; Sleep apnea; Intensive care medicine","score_opus":0.012772557216877417,"score_gpt":0.22836050614773473,"score_spread":0.2155879489308573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W241306484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965074,0.0010728454,0.000008401751,0.0005510571,0.00014126563,0.00053733855,0.00018155997,0.000004927067,0.0009952049],"genre_scores_gemma":[0.99860054,0.000011531638,0.00086669927,0.000031564516,0.00020470128,0.000004370689,0.00011060654,0.000096269345,0.00007372029],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99516976,0.0004982127,0.0014790851,0.00038904752,0.001117731,0.0013461657],"domain_scores_gemma":[0.98603845,0.0001855443,0.0013020494,0.00046576918,0.008690594,0.0033175773],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010880207,0.00054945896,0.0014793002,0.0038584713,0.00042489628,0.000096566626,0.00073773914,0.00035166708,0.0002539594],"category_scores_gemma":[0.0005902015,0.00043939738,0.0003292417,0.002093887,0.0012274995,0.00042355864,0.000012210484,0.0011542817,0.0000046985015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095095084,0.000081165956,0.8796936,0.00011404006,0.00029164055,0.11292962,0.002346612,0.00036296295,0.000054623677,0.00021647481,0.0001663389,0.0027919516],"study_design_scores_gemma":[0.002452821,0.00306202,0.7894155,0.00017517303,0.00019022441,0.20103139,0.0021577128,0.000014709354,0.00044625078,0.000022831005,0.0006896058,0.00034175246],"about_ca_topic_score_codex":0.71540487,"about_ca_topic_score_gemma":0.816795,"teacher_disagreement_score":0.10139015,"about_ca_system_score_codex":0.002156225,"about_ca_system_score_gemma":0.010260877,"threshold_uncertainty_score":0.9998058},"labels":[],"label_agreement":null},{"id":"W2414141956","doi":"","title":"Is treatment of obstructive sleep apnea syndrome with auto-CPAP useful?","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Positive pressure; Sleep apnea; Apnea; Compliance (psychology); Intensive care medicine; Anesthesia; Physical therapy; Psychology","score_opus":0.026613045133248896,"score_gpt":0.25818707629946613,"score_spread":0.23157403116621725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2414141956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789861,0.00022479052,0.00002498596,0.00066555757,0.00006592061,0.0018774304,0.000051481707,0.00007762724,0.018026138],"genre_scores_gemma":[0.9931704,0.000023634844,0.00049387896,0.00006817104,0.00006965756,0.0012387702,0.000016604685,0.000050350423,0.0048685563],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99789125,0.000056182325,0.00029199777,0.0004686931,0.0006346989,0.0006571682],"domain_scores_gemma":[0.9987283,0.00007510092,0.00008031565,0.0005997743,0.0001593512,0.00035720703],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000101898186,0.00025593454,0.00055230636,0.00019475185,0.00006265965,0.000017285472,0.0001320404,0.00010369835,0.0014967556],"category_scores_gemma":[0.00003044956,0.00018282734,0.00014098197,0.00048117188,0.00031306644,0.00013309755,0.000022188078,0.00013817598,0.000111217465],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013238885,0.0007616185,0.18306954,0.00008043858,0.001099397,0.00060341525,0.0008526244,0.00000770666,0.0001239518,0.000062683604,0.000037096408,0.8119776],"study_design_scores_gemma":[0.004068348,0.00091137574,0.9798391,0.000010755777,0.00023379958,0.00066068384,0.00014433432,0.00011780587,0.009849044,0.00006812992,0.0039163483,0.00018029915],"about_ca_topic_score_codex":0.000120400415,"about_ca_topic_score_gemma":0.000009104522,"teacher_disagreement_score":0.8117973,"about_ca_system_score_codex":0.00040760494,"about_ca_system_score_gemma":0.00003319294,"threshold_uncertainty_score":0.999416},"labels":[],"label_agreement":null},{"id":"W2414436389","doi":"10.1016/j.sleep.2015.02.1445","title":"Undiagnosed obstructive sleep apnea and post-operative outcomes: A prospective observational study from tertiary care center","year":2015,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Tertiary care; Observational study; Obstructive sleep apnea; Medicine; Center (category theory); Sleep apnea; Prospective cohort study; Pediatrics; Emergency medicine; Internal medicine","score_opus":0.050538144726127686,"score_gpt":0.3518511425712174,"score_spread":0.30131299784508975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2414436389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98776424,0.00094731606,0.00021115372,0.004317428,0.0007760275,0.0037863636,0.00023735163,0.00013568121,0.0018244166],"genre_scores_gemma":[0.9957198,0.0000056464023,0.00090640725,0.0014499057,0.0006899053,0.00034328742,0.00064342987,0.000083068124,0.00015856841],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995666,0.00031800894,0.0006731896,0.0010810222,0.0016470873,0.0006146942],"domain_scores_gemma":[0.9957359,0.0005193587,0.00017765483,0.0006929611,0.0020507507,0.00082336634],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038521146,0.00056604494,0.0010107877,0.00037050855,0.000197898,0.000038497474,0.00026428723,0.00017443579,0.00039207013],"category_scores_gemma":[0.0020384144,0.00040494232,0.00010465495,0.0004783035,0.0008571214,0.00039435652,0.0003098197,0.0007399071,0.000081567756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008097041,0.00071404164,0.94741166,0.000038910057,0.0010272274,0.0003869621,0.042019125,0.000003914089,0.00075153116,0.00011813359,0.00013573925,0.006583028],"study_design_scores_gemma":[0.019439235,0.0023864508,0.8602385,0.00007865948,0.00038745778,0.000041151114,0.11610914,0.00029879322,0.00028423386,0.0003059908,0.00012141414,0.0003090093],"about_ca_topic_score_codex":0.0011274383,"about_ca_topic_score_gemma":0.00027205492,"teacher_disagreement_score":0.08717322,"about_ca_system_score_codex":0.0007613758,"about_ca_system_score_gemma":0.00013051303,"threshold_uncertainty_score":0.99984026},"labels":[],"label_agreement":null},{"id":"W2414926778","doi":"10.1016/j.jjcc.2016.03.011","title":"Impact of hyperventilation and apnea on myocardial oxygenation in patients with obstructive sleep apnea – An oxygenation-sensitive CMR study","year":2016,"lang":"en","type":"article","venue":"Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal; Montreal Heart Institute","funders":"Institut de Cardiologie de Montréal; Fédération Française de Cardiologie","keywords":"Medicine; Hyperventilation; Cardiology; Obstructive sleep apnea; Oxygenation; Apnea; Internal medicine; Continuous positive airway pressure; Anesthesia; Sleep apnea","score_opus":0.014121845587336894,"score_gpt":0.2957781672901475,"score_spread":0.28165632170281063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2414926778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978703,0.000018373803,0.0010023648,0.00006889756,0.00015772649,0.000611481,0.00002475431,0.000004719544,0.00024134049],"genre_scores_gemma":[0.99956083,0.0000044217313,0.00015196664,0.000007728471,0.00023689856,0.0000050267963,0.000008520409,0.000020975414,0.0000036490712],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978894,0.0005215839,0.00051811273,0.0002407087,0.0006067245,0.00022348328],"domain_scores_gemma":[0.99764484,0.0002379807,0.00044449317,0.00019534655,0.0013358997,0.00014146024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066515885,0.0001700308,0.00069676986,0.0006657531,0.0000348667,0.00000797717,0.00007366664,0.000115432114,0.000008488709],"category_scores_gemma":[0.000438975,0.00009950514,0.00017116014,0.0002698443,0.00016344966,0.0003225231,0.000031742315,0.00024981293,0.0000017896175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062659397,0.0003014612,0.94431263,0.000007346149,0.0009771317,0.000057724275,0.0005669523,0.0003208265,0.0037197827,0.000027784767,0.000003139247,0.04343926],"study_design_scores_gemma":[0.009880032,0.013220352,0.97539,0.000029880977,0.00014538658,0.00009895414,0.00053831725,0.00009156325,0.00043593004,0.000071293885,0.000002457934,0.000095785304],"about_ca_topic_score_codex":0.000013540161,"about_ca_topic_score_gemma":0.000004761698,"teacher_disagreement_score":0.043343473,"about_ca_system_score_codex":0.0003636679,"about_ca_system_score_gemma":0.00006852021,"threshold_uncertainty_score":0.40577018},"labels":[],"label_agreement":null},{"id":"W2415745903","doi":"","title":"Hot techniques for tonsillectomy.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Agency for Drugs and Technologies in Health","funders":"","keywords":"Tonsillectomy; Medicine; Diathermy; Dissection (medical); Surgery; Pain syndrome; Anesthesia","score_opus":0.025332797446703893,"score_gpt":0.2845613607314952,"score_spread":0.25922856328479127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2415745903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71063274,0.00076564186,0.010281591,0.0074765272,0.00040200204,0.014347262,0.00006104309,0.0010875968,0.25494558],"genre_scores_gemma":[0.9852902,0.0000022794281,0.004557081,0.00013143386,0.00039921553,0.0053863456,0.0000205802,0.00002549401,0.004187314],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99907523,0.000013704348,0.00012576996,0.00018639049,0.0002037887,0.0003950833],"domain_scores_gemma":[0.9994777,0.00007240242,0.000024157585,0.00019844699,0.00013651239,0.00009081887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021698266,0.000079148034,0.00014692165,0.00013449132,0.00004662439,0.000016459906,0.00006447959,0.000059330498,0.00003377451],"category_scores_gemma":[0.00019607673,0.00006722343,0.00007557609,0.00017715164,0.00006682111,0.000044058605,0.000026456652,0.00009305372,0.000008816766],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048165527,0.00022942515,0.02505621,0.00011086064,0.00006897053,0.000024287781,0.000016047803,1.8793448e-7,0.005553222,0.0030519126,0.017088603,0.9483186],"study_design_scores_gemma":[0.0013039343,0.000085624895,0.6399697,0.0000047108883,0.00004282928,0.0000354561,0.00001592274,0.000044027725,0.23921302,0.0016297064,0.117524534,0.0001305023],"about_ca_topic_score_codex":0.00004919487,"about_ca_topic_score_gemma":0.000010701157,"teacher_disagreement_score":0.9481881,"about_ca_system_score_codex":0.0001137663,"about_ca_system_score_gemma":0.000013329819,"threshold_uncertainty_score":0.27412918},"labels":[],"label_agreement":null},{"id":"W2415914020","doi":"","title":"The Relationship between Metformin and Obstructive Sleep Apnea.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Medicine; Obstructive sleep apnea; Odds ratio; Metformin; Type 2 diabetes; Internal medicine; Sleep apnea; Body mass index; Population; Diabetes mellitus; Confidence interval; Endocrinology","score_opus":0.09980234158307497,"score_gpt":0.3126578482090536,"score_spread":0.21285550662597866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2415914020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807848,0.00071572996,0.0002627009,0.0032802848,0.00018766706,0.0013211058,0.000009304831,0.000060640155,0.013377814],"genre_scores_gemma":[0.9976214,0.0000023735877,0.00037866828,0.000031141077,0.0003489458,0.00060194446,0.0000093477,0.000020386973,0.0009857662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998594,0.000101999474,0.00019428381,0.00022109046,0.00045946485,0.000429197],"domain_scores_gemma":[0.99790955,0.0010867541,0.00005776119,0.00030551598,0.00018374709,0.00045670057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010332785,0.00011039521,0.00017682301,0.000097200274,0.00018018503,0.000052279738,0.00011564735,0.00008036991,0.0000029046175],"category_scores_gemma":[0.004490863,0.0000727703,0.00004055808,0.0002994812,0.0003067841,0.00015548077,0.000112819194,0.00032763524,0.000029548757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000740534,0.000007707647,0.68120384,0.000008065119,0.00006380172,0.0000064083833,0.0001688048,1.4844186e-7,0.0000016855126,0.0024830338,0.0001180938,0.31586435],"study_design_scores_gemma":[0.0011014211,0.000034098117,0.98536164,0.0000016687106,0.000068198795,0.00003859784,0.00059354026,0.000040571813,0.00023850879,0.0074799503,0.004964368,0.00007741815],"about_ca_topic_score_codex":0.000021109989,"about_ca_topic_score_gemma":0.000005095334,"teacher_disagreement_score":0.31578693,"about_ca_system_score_codex":0.00016380195,"about_ca_system_score_gemma":0.000022861675,"threshold_uncertainty_score":0.53763074},"labels":[],"label_agreement":null},{"id":"W2416488437","doi":"10.1177/070674370404900818","title":"Re: A Case—Control Study on Psychological Symptoms in Sleep Apnea-Hypopnea Syndrome (SAHS)","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sleep apnea; Medicine; Apnea; Sleep (system call); Psychology; Hypopnea; Audiology; Polysomnography; Anesthesia; Psychiatry; Pediatrics","score_opus":0.02136344405351347,"score_gpt":0.3092919628002753,"score_spread":0.28792851874676184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416488437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9641006,0.00051548716,0.000060185783,0.031792793,0.001433868,0.0008637665,0.000022864053,0.0000104581895,0.0011999792],"genre_scores_gemma":[0.9974483,0.0000012260476,0.00038029335,0.0016292748,0.00045927023,0.000013122943,6.1358776e-7,0.000040975603,0.000026919488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99727786,0.00034300864,0.0007164191,0.00031055725,0.0006410051,0.0007111451],"domain_scores_gemma":[0.9978008,0.0001141892,0.00023166183,0.00063704565,0.00018636892,0.0010299053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014645406,0.00025914438,0.0005481374,0.0007930367,0.00027719425,0.000069846974,0.0004910075,0.00016855636,0.00033583355],"category_scores_gemma":[0.0002638717,0.00017047407,0.00022765012,0.00072944886,0.00026738847,0.00009882756,0.000015359632,0.0017246627,0.00009463522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012810698,0.0016967669,0.88803035,0.000032880973,0.0009052577,0.0924943,0.002113052,0.00063951977,0.000033490403,0.0039461716,0.00036477737,0.008462365],"study_design_scores_gemma":[0.014894033,0.008269793,0.90480864,0.00013337035,0.00026406284,0.05989677,0.00558636,0.00004311079,0.0000054686875,0.0057879877,0.000063367246,0.0002470483],"about_ca_topic_score_codex":0.0053443788,"about_ca_topic_score_gemma":0.2502012,"teacher_disagreement_score":0.2448568,"about_ca_system_score_codex":0.0007645592,"about_ca_system_score_gemma":0.00077682454,"threshold_uncertainty_score":0.8079137},"labels":[],"label_agreement":null},{"id":"W2417707105","doi":"","title":"Fetal heart rate monitoring during nocturnal polysomnography.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal University Hospital; Saskatoon City Hospital","funders":"","keywords":"Medicine; Polysomnography; Fetal heart rate; Gestational age; Heart rate; Pregnancy; Cardiotocography; Pediatrics; Fetus; Obstetrics; Anesthesia; Internal medicine; Blood pressure; Apnea","score_opus":0.051553826328686714,"score_gpt":0.2693303097770637,"score_spread":0.21777648344837697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2417707105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913674,0.00020928007,0.000020738402,0.00013957766,0.0004915457,0.0005961808,0.0000023759258,0.0001022317,0.0070706503],"genre_scores_gemma":[0.99769634,0.0000124837115,0.0007879454,0.000028003344,0.000541137,0.00039269496,0.0000011573119,0.000032947544,0.00050727825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840844,0.00006462692,0.00020014492,0.00027680557,0.00035762283,0.0006923676],"domain_scores_gemma":[0.9991099,0.000034095094,0.000042050553,0.00029697333,0.0000975085,0.00041945095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033520866,0.00014282895,0.000217288,0.00029991785,0.00011142273,0.000025611167,0.0001173052,0.0000669429,0.000114945586],"category_scores_gemma":[0.00013483646,0.0001252881,0.00015029627,0.00034516785,0.00011412294,0.00016744275,0.00008668455,0.00034894192,0.000056213532],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048195123,0.00011409015,0.9325315,0.00006626267,0.00017875801,0.00014522429,0.0002234412,1.8384415e-7,0.02048008,0.00002543586,0.0000120079885,0.045741115],"study_design_scores_gemma":[0.0011037485,0.000026832391,0.83566135,0.000009851999,0.000032140157,0.00011043447,0.00009028495,0.0000037786936,0.16274847,0.000033646407,0.00008357596,0.00009589242],"about_ca_topic_score_codex":0.000057558093,"about_ca_topic_score_gemma":0.0000021618707,"teacher_disagreement_score":0.1422684,"about_ca_system_score_codex":0.00009130769,"about_ca_system_score_gemma":0.000014984955,"threshold_uncertainty_score":0.51091003},"labels":[],"label_agreement":null},{"id":"W2417893945","doi":"","title":"Intravenous ketamine and local bupivacaine infiltration are effective as part of a multimodal regime for reducing post-tonsillectomy pain.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tonsillectomy; Medicine; Bupivacaine; Analgesic; Anesthesia; Saline; Ketamine; Placebo; Surgery","score_opus":0.012344838504615263,"score_gpt":0.25783872217430115,"score_spread":0.2454938836696859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2417893945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857286,0.00043269797,0.0044634873,0.003520035,0.000080300175,0.0051414897,0.000025990334,0.00005932637,0.0005480284],"genre_scores_gemma":[0.99733573,0.000015722162,0.00086890475,0.00032580772,0.0002544702,0.0010016343,0.000049631453,0.000024215029,0.00012387973],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983458,0.00016030036,0.00030491652,0.00038229828,0.00032224142,0.00048447127],"domain_scores_gemma":[0.99828297,0.0005564597,0.00014731809,0.0002591415,0.0005069413,0.00024717237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000934312,0.00018302577,0.0004341899,0.0002280885,0.00007957879,0.000018257502,0.000069403955,0.00012802581,0.000012025664],"category_scores_gemma":[0.003765456,0.00016275088,0.00008584795,0.00027634058,0.00019567557,0.00011286242,0.000026641428,0.00022905105,0.0000015657001],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020073839,0.0003413842,0.00256795,0.00018894482,0.00016585771,0.0000420101,0.000503531,0.000012933915,0.0099200895,0.00012075389,0.00013891836,0.98399025],"study_design_scores_gemma":[0.0061478647,0.0026288503,0.91748524,0.00011008023,0.00012858023,0.0001868925,0.00056856085,0.003569747,0.06802228,0.0003516679,0.0005629211,0.00023730629],"about_ca_topic_score_codex":0.00011402672,"about_ca_topic_score_gemma":0.0000123609425,"teacher_disagreement_score":0.98375297,"about_ca_system_score_codex":0.00017539566,"about_ca_system_score_gemma":0.000039350743,"threshold_uncertainty_score":0.66367877},"labels":[],"label_agreement":null},{"id":"W2418356872","doi":"10.52010/ijom.2009.35.1.4","title":"Quantitative evaluation of the orofacial morphology: Anthropometric measurements in healthy and mouth-breathing children","year":2009,"lang":"en","type":"article","venue":"International Journal of Orofacial Myology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Mouth breathing; Anthropometry; Medicine; Breathing; Calipers; Dentistry; Dentition; Orthodontics; Anatomy","score_opus":0.09291036185854037,"score_gpt":0.4284676821657221,"score_spread":0.3355573203071818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418356872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99276596,0.00049586047,0.00016419367,0.0051715127,0.00082672894,0.00031460213,0.0000131139,0.0000028100412,0.00024523542],"genre_scores_gemma":[0.9988507,0.00005384071,0.00065819547,0.0002555838,0.00016626573,0.0000018413785,0.0000037455331,0.00000674632,0.000003107189],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971675,0.00041486166,0.0006198188,0.00016053782,0.0014505221,0.00018671915],"domain_scores_gemma":[0.9974281,0.00009899406,0.00048742178,0.000093473056,0.0018199853,0.00007198633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001874681,0.00010843673,0.00034605394,0.00085001125,0.00004614023,0.000010545864,0.00026806767,0.00010993944,0.00011108881],"category_scores_gemma":[0.0025956351,0.00007958294,0.00009435942,0.00039552295,0.00025682067,0.0001523601,0.000062458894,0.00042044514,0.0000026150256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039072447,0.0005897814,0.8700025,0.000006130799,0.00041125368,0.000042974134,0.001077687,0.00016729216,0.031164099,0.000729538,0.000026186886,0.09187531],"study_design_scores_gemma":[0.0057275593,0.0015228754,0.9872031,0.00004329474,0.00008767168,0.0007264359,0.00018771362,0.0003310999,0.0028538713,0.0012514148,0.000007630555,0.000057326954],"about_ca_topic_score_codex":0.0001308532,"about_ca_topic_score_gemma":0.000023103119,"teacher_disagreement_score":0.1172006,"about_ca_system_score_codex":0.00041278356,"about_ca_system_score_gemma":0.000261286,"threshold_uncertainty_score":0.3245298},"labels":[],"label_agreement":null},{"id":"W2422509490","doi":"10.1016/j.joms.2016.06.018","title":"The Efficacy of Short-Term Vs. Long-Term Antibiotic Prophylaxis for Preventing Infections in Patients Undergoing Maxillomandibular Advancement for Obstructive Sleep Apnea","year":2016,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Antibiotic prophylaxis; Antibiotics; Orthognathic surgery; Regimen; Sleep apnea; Surgery; Anesthesia","score_opus":0.022049668588427034,"score_gpt":0.2973601124560801,"score_spread":0.275310443867653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2422509490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942382,0.00026206012,0.003464947,0.0002129486,0.0006342834,0.0011498559,0.00002333353,0.0000059774943,0.0000083730865],"genre_scores_gemma":[0.99917954,0.0002644875,0.00040231267,0.000007906983,0.00006618593,0.00001763841,0.0000059043045,0.000025201987,0.000030830757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981362,0.000050597417,0.0008061523,0.00021108468,0.00038553483,0.00041039175],"domain_scores_gemma":[0.99823874,0.0005069269,0.0004270305,0.00014005,0.0005505342,0.00013674112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072013895,0.00017940106,0.00054518605,0.0003024326,0.00019849162,0.00003059372,0.00008976374,0.00008573661,0.000007611253],"category_scores_gemma":[0.0013973283,0.00010347063,0.00032680001,0.00020236384,0.0002006739,0.00029181706,0.00006792472,0.0001430515,3.9853055e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016425721,0.0002611567,0.5809283,0.00018010005,0.00015861166,0.000008194253,0.0000350025,0.0000014372504,0.001886562,0.00004087755,0.0000011528883,0.41485605],"study_design_scores_gemma":[0.004227116,0.0019892745,0.9878912,0.00033094815,0.00011463865,0.00003620518,0.000036197584,0.000012202158,0.0045508724,0.00018788462,0.0004866774,0.00013678029],"about_ca_topic_score_codex":0.0000042174324,"about_ca_topic_score_gemma":0.00000917677,"teacher_disagreement_score":0.41471925,"about_ca_system_score_codex":0.00017807569,"about_ca_system_score_gemma":0.00008288091,"threshold_uncertainty_score":0.42194095},"labels":[],"label_agreement":null},{"id":"W2425899842","doi":"","title":"Patient outcomes after soft palate implant placement for treatment of snoring.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Gynecology; Medicine; Humanities; Art","score_opus":0.02313529351514775,"score_gpt":0.28387892091788686,"score_spread":0.2607436274027391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2425899842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952812,0.00004402499,0.000068170346,0.0006906609,0.0005015321,0.0028700419,0.000110217385,0.000024209005,0.000409939],"genre_scores_gemma":[0.9913225,0.000004834817,0.00054086297,0.00006406535,0.00006806221,0.0072450405,0.00002490256,0.000022421327,0.0007072758],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987739,0.000012631931,0.00024713355,0.00023104905,0.0002949137,0.00044038516],"domain_scores_gemma":[0.9991786,0.00011467534,0.000067098365,0.00032165868,0.00011085248,0.00020713024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001202286,0.00014046831,0.00030536143,0.000107529304,0.000027593345,0.000008937157,0.00004394089,0.0000582528,0.000108590124],"category_scores_gemma":[0.00011005681,0.000095483876,0.00014700402,0.000059322738,0.00006387019,0.000032855754,0.000035984853,0.000059816837,0.000009008985],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010123875,0.0005365152,0.4243032,0.000063480795,0.0002719057,0.000025376841,0.00023812118,0.0000011507701,0.001132703,0.00003722254,0.000083279294,0.57229465],"study_design_scores_gemma":[0.003874396,0.00046357256,0.9527686,0.0000036045992,0.00009761551,0.000016359865,0.00006372401,0.00003395672,0.027788766,0.00003326166,0.014755259,0.00010087184],"about_ca_topic_score_codex":0.00003525836,"about_ca_topic_score_gemma":0.000050632054,"teacher_disagreement_score":0.5721938,"about_ca_system_score_codex":0.0001268095,"about_ca_system_score_gemma":0.000018693674,"threshold_uncertainty_score":0.38937193},"labels":[],"label_agreement":null},{"id":"W2426686421","doi":"10.1016/j.jpeds.2016.05.058","title":"The Bidirectional Relationship Between Asthma and Obstructive Sleep Apnea: Which Came First?","year":2016,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Asthma; Obstructive sleep apnea; Sleep apnea; Intensive care medicine; Pediatrics; Cardiology; Internal medicine","score_opus":0.025737811968626085,"score_gpt":0.2884912277926647,"score_spread":0.2627534158240386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2426686421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814011,0.0016752628,0.002154252,0.013681558,0.00042041094,0.00019151348,0.000015105233,0.000011546838,0.00044924908],"genre_scores_gemma":[0.9965488,0.0004656452,0.00036516492,0.000019738847,0.002295664,0.000002036145,6.413101e-7,0.00002045288,0.00028189903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815094,0.00024119345,0.00042305695,0.00011007961,0.0008021865,0.0002725445],"domain_scores_gemma":[0.99205434,0.006294228,0.00035797548,0.00022989683,0.00086914806,0.00019439493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001820177,0.00012604945,0.00021343475,0.00019005411,0.00049077574,0.00003229198,0.00022525975,0.000095677875,0.000024879562],"category_scores_gemma":[0.0044406396,0.000054049622,0.00007775181,0.0005744113,0.000257917,0.00018686686,0.000095809155,0.00061220827,0.000025897913],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030322306,0.000021049325,0.98236537,0.000027019441,0.000057858946,0.000007946355,0.000336926,0.000004560464,0.00013243983,0.00056260446,0.000617158,0.015563847],"study_design_scores_gemma":[0.0011802763,0.00029664056,0.992655,0.000012861707,0.00025552209,0.00039994015,0.00033353508,0.0000149742955,0.00013723854,0.003034578,0.001603562,0.000075875745],"about_ca_topic_score_codex":0.000009401811,"about_ca_topic_score_gemma":0.00001865469,"teacher_disagreement_score":0.015487971,"about_ca_system_score_codex":0.0001885057,"about_ca_system_score_gemma":0.00010556362,"threshold_uncertainty_score":0.5316181},"labels":[],"label_agreement":null},{"id":"W2427689663","doi":"10.1097/mcp.0000000000000206","title":"Significance of obstructive sleep apnea in the patient with pulmonary hypertension","year":2015,"lang":"en","type":"review","venue":"Current Opinion in Pulmonary Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Obstructive sleep apnea; Pulmonary hypertension; Pathophysiology; Cardiology; Intensive care medicine; Internal medicine; Clinical significance; Sleep apnea","score_opus":0.12248706771482382,"score_gpt":0.3837871937729736,"score_spread":0.2613001260581498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2427689663","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003233961,0.9898114,0.000022413069,0.00033375405,0.0027157937,0.0051173097,0.00007323019,0.00002923501,0.0015734468],"genre_scores_gemma":[0.008375252,0.9884427,0.00008055248,0.000022767015,0.0010075731,0.0008971218,0.0010403,0.00011907262,0.000014628373],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928292,0.0010812639,0.0018814717,0.0011480851,0.0023045135,0.00075546553],"domain_scores_gemma":[0.9960917,0.0008554052,0.00084729615,0.0013041461,0.00058284344,0.00031856258],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014263006,0.0008797746,0.0034151904,0.0013570867,0.000058201542,0.000008391869,0.0007173217,0.00036870455,0.00007234925],"category_scores_gemma":[0.0004968485,0.00047725733,0.00026613026,0.002802159,0.0010443302,0.0001560453,0.00023336573,0.0022973504,0.000023224487],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004924081,0.0010796561,0.001079423,0.02655237,0.00007866937,0.00061835436,0.00045952515,0.0000045352554,0.0000050234407,0.00009881682,0.00032813766,0.96920305],"study_design_scores_gemma":[0.0022146583,0.0019794626,0.003606326,0.07637598,0.0005596109,0.0046239756,0.0026583874,0.00069775165,0.0000016521943,0.00019024551,0.90639013,0.0007018123],"about_ca_topic_score_codex":0.00009457683,"about_ca_topic_score_gemma":0.0000021987596,"teacher_disagreement_score":0.96850127,"about_ca_system_score_codex":0.0006423545,"about_ca_system_score_gemma":0.00044125924,"threshold_uncertainty_score":0.9997679},"labels":[],"label_agreement":null},{"id":"W2432256302","doi":"10.1002/lary.26091","title":"The current state of pediatric drug‐induced sleep endoscopy","year":2016,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Center for Research Resources; National Institutes of Health; University of Washington","keywords":"Medicine; Standardization; Protocol (science); Medical physics; Survey research; Pediatrics; Family medicine; Psychology; Alternative medicine; Applied psychology; Computer science","score_opus":0.023075872219061672,"score_gpt":0.3129223483616164,"score_spread":0.28984647614255477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2432256302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888926,0.0026039649,0.00013477737,0.0052159075,0.00057376776,0.00080151996,0.000022718688,0.00004501477,0.0017097098],"genre_scores_gemma":[0.9973222,0.0011069095,0.00005854294,0.000052724707,0.0004379512,0.000053988664,0.0000018693322,0.00003610247,0.0009296873],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997931,0.00024636887,0.00034953436,0.00025280708,0.0006976744,0.00052258826],"domain_scores_gemma":[0.99791247,0.0007677026,0.00015077168,0.00078795553,0.0002327817,0.00014831002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008516935,0.00017404213,0.0002626952,0.00009540807,0.00020042794,0.000020821635,0.00046678688,0.000022022296,0.000116905394],"category_scores_gemma":[0.00036963847,0.00006827568,0.00011658553,0.00041712914,0.00026282074,0.000088142806,0.00023581377,0.00034520196,0.0003913569],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070199295,0.0001813096,0.023781976,0.00010429613,0.00017893214,0.000012678706,0.00047533913,5.1440463e-7,0.08674028,0.0005285796,0.002005921,0.8852882],"study_design_scores_gemma":[0.010666078,0.0013102714,0.4296484,0.00023853469,0.00065120694,0.000036945217,0.00017005751,0.00028221085,0.5051257,0.005990615,0.045225207,0.0006547481],"about_ca_topic_score_codex":0.0000301133,"about_ca_topic_score_gemma":0.000021644506,"teacher_disagreement_score":0.8846334,"about_ca_system_score_codex":0.00008851997,"about_ca_system_score_gemma":0.00010297529,"threshold_uncertainty_score":0.5030232},"labels":[],"label_agreement":null},{"id":"W2432350591","doi":"10.1213/ane.0000000000001035","title":"Opioids and Sleep Apnea","year":2016,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Opioid; Obstructive sleep apnea; Central sleep apnea; Anesthesia; Context (archaeology); Sleep apnea; Apnea; Hypopnea; Sleep (system call); Polysomnography; Internal medicine","score_opus":0.01548567433774792,"score_gpt":0.26812068988260707,"score_spread":0.2526350155448591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2432350591","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010524307,0.0021794129,0.00016010435,0.9814871,0.000083394014,0.00080405566,0.000010239612,0.00017763974,0.0045737717],"genre_scores_gemma":[0.037006907,0.00036579496,0.0009389048,0.93315053,0.011847382,0.00016384492,0.0003595286,0.00044061913,0.01572646],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962983,0.00019654215,0.0004401935,0.0009901195,0.0010521886,0.0010226502],"domain_scores_gemma":[0.9979596,0.00024781792,0.00017193698,0.0010528686,0.0002616132,0.00030614834],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030755423,0.000617974,0.00097447215,0.0005470398,0.00014269829,0.000085944404,0.0003600871,0.0011666577,0.0008980901],"category_scores_gemma":[0.00006780307,0.00045613528,0.0002796262,0.00030303662,0.0005381668,0.00012693011,0.00009321021,0.0018257836,0.0007684138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016158407,0.00004518517,0.012402457,0.0007533965,0.00073413487,0.028439993,0.00009251104,3.4867018e-8,0.00048352723,0.00033698897,0.85225517,0.104295],"study_design_scores_gemma":[0.0011159407,0.00036154687,0.017409822,0.0001621181,0.0004516281,0.0047830287,0.000019523502,0.000055185392,0.0003391073,0.00030687609,0.97444713,0.00054810464],"about_ca_topic_score_codex":0.00004968259,"about_ca_topic_score_gemma":0.0000013403154,"teacher_disagreement_score":0.12219193,"about_ca_system_score_codex":0.00017009457,"about_ca_system_score_gemma":0.00008604032,"threshold_uncertainty_score":0.99978906},"labels":[],"label_agreement":null},{"id":"W2432440666","doi":"10.5665/sleep.4756","title":"Salt Content in IV Fluids Given Intraoperatively May Influence Postoperative OSA Severity","year":2015,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Salt (chemistry); Anesthesia; Chemistry","score_opus":0.04607990396291543,"score_gpt":0.3115102317899271,"score_spread":0.26543032782701165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2432440666","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37467024,0.0007013648,0.00007690901,0.6149578,0.0006850318,0.0030899185,0.00066109496,0.0001347642,0.0050228504],"genre_scores_gemma":[0.39531916,0.00006984531,0.0013742746,0.5854156,0.0029015753,0.0005370589,0.0013882964,0.0002961282,0.01269808],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945931,0.0006965909,0.0007816401,0.0011657174,0.0016360165,0.0011269383],"domain_scores_gemma":[0.9967453,0.00016989587,0.00016217063,0.00090282055,0.001657363,0.00036247718],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070012547,0.00074095867,0.0012953475,0.00057136914,0.00010662731,0.00008447698,0.0005617699,0.0011093433,0.0007416333],"category_scores_gemma":[0.0010822546,0.00063531887,0.00020542389,0.00055243244,0.0006666563,0.0002888524,0.00039981646,0.005193222,0.00086620054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013439594,0.0005017857,0.035456907,0.0007042682,0.0009140283,0.0136508215,0.005277007,0.000026675703,0.018497732,0.00017889467,0.9094646,0.013983317],"study_design_scores_gemma":[0.010546594,0.0023413121,0.09128968,0.0008463015,0.0003102395,0.0006448122,0.0011062929,0.0012484143,0.008499039,0.00021396359,0.8809519,0.0020014548],"about_ca_topic_score_codex":0.0012787496,"about_ca_topic_score_gemma":0.00014476693,"teacher_disagreement_score":0.055832773,"about_ca_system_score_codex":0.0017995911,"about_ca_system_score_gemma":0.00044263995,"threshold_uncertainty_score":0.9999117},"labels":[],"label_agreement":null},{"id":"W2432797614","doi":"","title":"[A study of attention networks in patients with obstructive sleep apnea-hypopnea syndrome].","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hypopnea; Stroop effect; Montreal Cognitive Assessment; Obstructive sleep apnea; Polysomnography; Medicine; Alertness; Neuropsychology; Anxiety; Mood; Internal medicine; Audiology; Cognition; Psychology; Apnea; Anesthesia; Physical therapy; Cardiology; Psychiatry; Cognitive impairment","score_opus":0.026488830386216383,"score_gpt":0.25080059918583314,"score_spread":0.22431176879961676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2432797614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99495196,0.000034023466,0.00012933934,0.000036801932,0.00020479521,0.0037076282,0.0000046488362,0.000030937827,0.0008998357],"genre_scores_gemma":[0.9988335,3.0688676e-7,0.000095398405,0.0000116717465,0.00003870173,0.00089711434,0.000026517006,0.00003535951,0.00006144584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976876,0.0001517496,0.00036181856,0.0003830776,0.0009013589,0.0005144431],"domain_scores_gemma":[0.99861187,0.00004857921,0.00014625498,0.00040640842,0.00048065715,0.00030624578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004456488,0.00017809626,0.0004335757,0.00033032606,0.000027050215,0.000014139797,0.00014400102,0.000085417814,0.000007863206],"category_scores_gemma":[0.00021260131,0.0001428176,0.00004140957,0.00079162646,0.00012018772,0.00019138426,0.000111388,0.00032206654,0.000005952502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011399955,0.0016228814,0.9431784,0.000019153975,0.00019473222,0.00007962968,0.0003478913,0.00016209303,8.193803e-7,0.000011063759,0.000008074184,0.053235244],"study_design_scores_gemma":[0.012404611,0.0011385323,0.98397833,0.000010357625,0.000088036235,0.000016480637,0.0018388629,0.00035821093,0.000011034097,0.000020869293,0.0000056670056,0.00012898346],"about_ca_topic_score_codex":0.00009843993,"about_ca_topic_score_gemma":0.000050301594,"teacher_disagreement_score":0.05310626,"about_ca_system_score_codex":0.00031159655,"about_ca_system_score_gemma":0.000016162096,"threshold_uncertainty_score":0.5823933},"labels":[],"label_agreement":null},{"id":"W2437391787","doi":"","title":"Rationale and design of the Canadian Continuous Positive Airway Pressure Trial for Congestive Heart Failure patients with Central Sleep Apnea--CANPAP.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Heart failure; Continuous positive airway pressure; Ejection fraction; Cheyne–Stokes respiration; Central sleep apnea; Cardiology; Internal medicine; Positive airway pressure; Blood pressure; Sleep apnea; Randomized controlled trial; Heart transplantation; Transplantation; Obstructive sleep apnea; Apnea; Polysomnography","score_opus":0.015767943537253,"score_gpt":0.22244392113798517,"score_spread":0.20667597760073217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2437391787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96633375,0.00012806218,0.0008311505,0.00662679,0.00025349626,0.024730258,0.00056476623,0.00001876726,0.0005129483],"genre_scores_gemma":[0.9971898,6.4181495e-7,0.0004307413,0.00016564211,0.0001239314,0.0016593047,0.00004610643,0.000021817395,0.00036199656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985323,0.00012948955,0.00017299235,0.00025994517,0.00037762136,0.00052767893],"domain_scores_gemma":[0.9985755,0.00023741493,0.00008372414,0.0001788568,0.00057336054,0.00035116012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023160153,0.00013653049,0.00026603797,0.00008260863,0.0001678401,0.000029165152,0.00009050757,0.00009217579,0.000024431589],"category_scores_gemma":[0.00051940663,0.00009129463,0.000051991123,0.00017566934,0.00027739257,0.00009529217,0.000023838136,0.00016914969,5.9160027e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07433269,0.0005154945,0.8874386,0.00009463146,0.0012121898,0.000013161875,0.0009841743,0.00019459569,0.00009313423,0.00061287,0.0027798058,0.031728685],"study_design_scores_gemma":[0.041789472,0.0005897632,0.9529749,0.000012655492,0.0002028149,0.000010248089,0.00010160369,0.00036020888,0.000966277,0.000033195043,0.0028465134,0.00011234582],"about_ca_topic_score_codex":0.0028797959,"about_ca_topic_score_gemma":0.011420961,"teacher_disagreement_score":0.065536335,"about_ca_system_score_codex":0.00014867462,"about_ca_system_score_gemma":0.00017865414,"threshold_uncertainty_score":0.6373164},"labels":[],"label_agreement":null},{"id":"W2437873802","doi":"10.1097/aco.0000000000000265","title":"Obstructive sleep apnea, pain, and opioids","year":2015,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Opioid; Hypoxia (environmental); Obstructive sleep apnea; Perioperative; Intermittent hypoxia; Anesthesia; Sleep apnea; Internal medicine; Receptor","score_opus":0.118629235595623,"score_gpt":0.41627824901394544,"score_spread":0.29764901341832245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2437873802","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011374592,0.9947988,0.000059865386,0.00007680893,0.0028876078,0.0017563646,0.000038766848,0.00005840099,0.00020968834],"genre_scores_gemma":[0.000044754208,0.99798024,0.0002584735,0.000020519596,0.0007490654,0.00034394077,0.0004919348,0.000089879235,0.000021224789],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99536574,0.0014911897,0.0009449099,0.0010608934,0.00040032156,0.0007369511],"domain_scores_gemma":[0.99780846,0.00045425358,0.00033462638,0.00067960285,0.00026400105,0.00045907186],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014029035,0.0006572413,0.002849753,0.0009957497,0.00006087412,0.000023035214,0.0003441187,0.0007246959,0.0000673039],"category_scores_gemma":[0.00096730894,0.00052408193,0.00030835762,0.0006767992,0.00063230394,0.000076731274,0.00032094668,0.0015713398,0.00013229363],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040568695,0.000117304306,0.001514376,0.014993713,0.00008268617,0.00001672249,0.00008699327,1.2522645e-7,9.022287e-8,0.00077541743,0.00053000427,0.981842],"study_design_scores_gemma":[0.00089462876,0.0012472185,0.00092537905,0.005470472,0.00014271832,0.00016106303,0.000091280155,0.00010076978,1.1872647e-7,0.00046829562,0.99006885,0.00042919262],"about_ca_topic_score_codex":0.000014591614,"about_ca_topic_score_gemma":0.0000012643321,"teacher_disagreement_score":0.98953885,"about_ca_system_score_codex":0.00050557434,"about_ca_system_score_gemma":0.00033790374,"threshold_uncertainty_score":0.99972105},"labels":[],"label_agreement":null},{"id":"W2441829869","doi":"10.1007/s11325-016-1368-2","title":"Physiological correlates to spontaneous physical activity variability in obese patients with already treated sleep apnea syndrome","year":2016,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"Philips Respironics","keywords":"Medicine; Neurology; Sleep apnea; Otorhinolaryngology; Obstructive sleep apnea; Physical activity; Obesity; Neurosurgery; Apnea; Sleep (system call); Polysomnography; Physical therapy; Internal medicine; Psychiatry","score_opus":0.011379237420670799,"score_gpt":0.2554578284107023,"score_spread":0.2440785909900315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2441829869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99794054,0.000006639245,0.00032345462,0.00031197557,0.0000530983,0.0008659002,0.000034710163,0.00008901885,0.00037468286],"genre_scores_gemma":[0.9995488,0.0000015518366,0.00020060646,0.00004999296,0.000050942148,0.000049824805,0.000013861363,0.000031358348,0.00005305888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99775237,0.0002594815,0.00019233604,0.0007502609,0.00045638782,0.0005891638],"domain_scores_gemma":[0.99852824,0.00053116406,0.00005937431,0.00039703932,0.00014621283,0.00033798488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003292221,0.00031036898,0.0005918551,0.00015770488,0.00010481646,0.000028682589,0.00012384675,0.0001500271,0.000054666398],"category_scores_gemma":[0.00045381824,0.00017236531,0.00007238693,0.00036734878,0.00021214926,0.00022470155,0.00017246153,0.00037271282,0.00005305836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031066118,0.00276313,0.6909317,0.000083886334,0.00019306342,0.0022830889,0.00066461804,0.0000066461025,0.025301017,0.0000791678,0.0000036553538,0.27458343],"study_design_scores_gemma":[0.0039137355,0.0017782099,0.989833,0.000150455,0.00008640718,0.00051168865,0.00004468914,0.0015873517,0.0016021976,0.00020437983,0.0000066505154,0.0002812127],"about_ca_topic_score_codex":0.00017326626,"about_ca_topic_score_gemma":0.000022390199,"teacher_disagreement_score":0.29890135,"about_ca_system_score_codex":0.00029668797,"about_ca_system_score_gemma":0.000014578554,"threshold_uncertainty_score":0.7028853},"labels":[],"label_agreement":null},{"id":"W2460685832","doi":"10.15331/jdsm.5992","title":"Differences in Volume and Area of the Upper Airways in Children with OSA Compared to a Healthy Group","year":2016,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Medicine; Obstructive sleep apnea; Airway; Confidence interval; Cone beam computed tomography; Dentistry; Pediatrics; Computed tomography; Surgery; Anesthesia; Internal medicine","score_opus":0.016492511507981745,"score_gpt":0.27349135599180274,"score_spread":0.256998844483821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460685832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99017656,0.0003919554,0.000097290445,0.008649554,0.00009714709,0.00046551684,0.000003844718,0.000002473787,0.000115647956],"genre_scores_gemma":[0.99934953,0.000052228563,0.00017319885,0.00025169807,0.000120841156,0.0000046468517,7.217722e-7,0.00001244735,0.00003467261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980592,0.00011206138,0.0005708087,0.00016210758,0.000830783,0.00026502047],"domain_scores_gemma":[0.99911505,0.0001097092,0.00023642938,0.0001737495,0.00009720169,0.0002678841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051359384,0.00013989737,0.00060090004,0.00037267638,0.000025172,0.00000376039,0.00019923,0.00004924144,0.00016722092],"category_scores_gemma":[0.00025611065,0.00005871921,0.000045538985,0.00047756085,0.00037537763,0.00009765173,0.00009959798,0.00032260764,0.000002034119],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014582434,0.00020973358,0.9818135,0.00001982553,0.000064215856,0.000038413364,0.00046196723,5.285207e-7,0.005351359,0.0000109249295,0.00008802547,0.0104832845],"study_design_scores_gemma":[0.009427169,0.0027303738,0.98479843,0.0009614735,0.000046050904,0.0008094879,0.0007427104,0.0000349283,0.00032766894,0.00002737261,0.00003063942,0.000063706815],"about_ca_topic_score_codex":0.0002466909,"about_ca_topic_score_gemma":0.0005774567,"teacher_disagreement_score":0.010419578,"about_ca_system_score_codex":0.00021457761,"about_ca_system_score_gemma":0.00003084894,"threshold_uncertainty_score":0.23945},"labels":[],"label_agreement":null},{"id":"W2460910344","doi":"10.14639/0392-100x-548","title":"Effetti di simultanei espansione palatale e avanzamento mandibolare in un paziente pediatrico con apnee ostruttive notturne","year":2016,"lang":"it","type":"article","venue":"Acta Otorhinolaryngologica Italica","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Humanities; Gynecology; Art","score_opus":0.015269848484710446,"score_gpt":0.2653651870507714,"score_spread":0.2500953385660609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460910344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98011523,0.0034673796,0.00013247663,0.0058353012,0.0012884515,0.0044560423,0.0012646193,0.00034374962,0.0030967381],"genre_scores_gemma":[0.99291056,0.0015222307,0.00022586633,0.0006194533,0.0010934746,0.0003338748,0.0003226613,0.00023639353,0.0027354704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9882786,0.0014569148,0.0019020042,0.0028744172,0.0022870353,0.003201],"domain_scores_gemma":[0.99102825,0.00364289,0.0008206283,0.002402751,0.0007086234,0.0013968567],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0014835781,0.0016034095,0.0021822024,0.0011671562,0.00048583545,0.00021646557,0.0016242949,0.0015486137,0.0043513956],"category_scores_gemma":[0.0048172893,0.0011134327,0.00067139394,0.001852737,0.0012269953,0.0011038327,0.0016541409,0.0021351383,0.0024434736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037560898,0.002782317,0.75409204,0.00044145776,0.0009404351,0.003882471,0.0017658517,0.0000027858766,0.21300085,0.00051959243,0.0012772206,0.01753888],"study_design_scores_gemma":[0.02006693,0.0043878686,0.93288535,0.0007666074,0.00070493337,0.00026606832,0.0011476587,0.00042825163,0.019999597,0.00025868646,0.017038316,0.0020497595],"about_ca_topic_score_codex":0.00021775809,"about_ca_topic_score_gemma":0.00003980181,"teacher_disagreement_score":0.19300126,"about_ca_system_score_codex":0.0015528604,"about_ca_system_score_gemma":0.00021052425,"threshold_uncertainty_score":0.9997476},"labels":[],"label_agreement":null},{"id":"W2463139535","doi":"10.15331/jdsm.5990","title":"A Little Knowledge Is a Dangerous Thing","year":2016,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Internet privacy; Computer science","score_opus":0.027000333412229214,"score_gpt":0.3402372974169392,"score_spread":0.31323696400470996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463139535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.968289,0.0036626395,0.002670699,0.010723387,0.0011234625,0.00025968463,0.0000035487587,0.0000247766,0.013242797],"genre_scores_gemma":[0.9949365,0.00013921584,0.00081818225,0.0005705018,0.0019181538,0.0000027320048,9.4588336e-7,0.00003692347,0.0015767983],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976885,0.00008463116,0.0006526452,0.00019620957,0.0010111381,0.00036690306],"domain_scores_gemma":[0.99821943,0.00026810894,0.0003097611,0.00027236697,0.00041320885,0.0005171066],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008184143,0.00018704745,0.000573577,0.00036397067,0.00006176,0.000009293073,0.00024646916,0.000101522724,0.0025960207],"category_scores_gemma":[0.0009261026,0.000096424184,0.00019081957,0.00037941156,0.00033381005,0.00023718347,0.00012588593,0.00041634231,0.00022696138],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013352131,0.0006383264,0.19843271,0.00013511605,0.0006514236,0.002002974,0.00359721,1.515973e-7,0.22013843,0.0001270767,0.019394165,0.5535472],"study_design_scores_gemma":[0.094401464,0.02438989,0.4024419,0.0096328035,0.0028046179,0.057464756,0.009929911,0.0003399274,0.12317209,0.0020629736,0.27198917,0.0013705064],"about_ca_topic_score_codex":0.000015883188,"about_ca_topic_score_gemma":0.0000073645992,"teacher_disagreement_score":0.5521767,"about_ca_system_score_codex":0.00044447003,"about_ca_system_score_gemma":0.000050698505,"threshold_uncertainty_score":0.99831575},"labels":[],"label_agreement":null},{"id":"W2468065610","doi":"10.6000/1929-6029.2016.05.02.5","title":"A Declaratory Model of Generalized Regression Neural Network (GRNN) for Estimating Sleep Apnea Index in the Elderly Suffering from Sleep Disturbance","year":2016,"lang":"en","type":"article","venue":"International Journal of Statistics in Medical Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Generalization; Artificial neural network; Sleep apnea; Regression analysis; Regression; Obstructive sleep apnea; Artificial intelligence; Hypopnea; Computer science; Medicine; Machine learning; Statistics; Apnea; Mathematics; Polysomnography; Cardiology; Internal medicine","score_opus":0.06940681288043382,"score_gpt":0.42094301055654615,"score_spread":0.3515361976761123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2468065610","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.476636,0.00026239947,0.519119,0.0031614199,0.000391247,0.0002823173,0.00009358553,0.000002642877,0.000051386454],"genre_scores_gemma":[0.9211462,0.00008448241,0.07774512,0.00010903804,0.0008252142,0.000035425746,0.000014060589,0.000023644616,0.000016793747],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9926703,0.0005770361,0.0011028346,0.00025242713,0.004881981,0.00051539735],"domain_scores_gemma":[0.9901021,0.007298172,0.00032261226,0.00023133079,0.0017942343,0.00025152604],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005913538,0.00014777035,0.00043986135,0.0004725529,0.00006421602,0.00004201856,0.0010591213,0.00015848065,0.00013625855],"category_scores_gemma":[0.018092193,0.000083778825,0.00009592096,0.00032230755,0.0005120051,0.00015587267,0.00021820363,0.0013203413,0.0000017383082],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006106379,0.0006048641,0.09548623,0.00013399319,0.00029538025,0.001622665,0.0010975302,0.0092964275,0.0066598197,0.008875227,0.0015259576,0.86829555],"study_design_scores_gemma":[0.0056968275,0.00045869645,0.02256399,0.0009987243,0.000013786691,0.000059506972,0.00017750214,0.93873644,0.00029084538,0.030833444,0.00008157721,0.0000886502],"about_ca_topic_score_codex":0.00011139819,"about_ca_topic_score_gemma":0.00010380432,"teacher_disagreement_score":0.92944,"about_ca_system_score_codex":0.00041299808,"about_ca_system_score_gemma":0.00033819606,"threshold_uncertainty_score":0.9901788},"labels":[],"label_agreement":null},{"id":"W2469355823","doi":"10.1016/j.sleep.2016.06.001","title":"Comparative efficacy of CPAP, MADs, exercise-training, and dietary weight loss for sleep apnea: a network meta-analysis","year":2016,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Meta-analysis; Sleep apnea; Medicine; Obstructive sleep apnea; Sleep (system call); Apnea; Physical therapy; Physical medicine and rehabilitation; Internal medicine; Computer science","score_opus":0.1119266976024987,"score_gpt":0.3650529895899274,"score_spread":0.2531262919874287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469355823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68195224,0.12367363,0.10430081,0.059400085,0.0020876047,0.01578554,0.00081679155,0.0005810396,0.011402292],"genre_scores_gemma":[0.99403876,0.00022452931,0.0036619066,0.00025286645,0.000723919,0.00022298061,0.00009927465,0.000054906075,0.0007208354],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99611074,0.00019322889,0.0009731256,0.0008665606,0.0010133603,0.0008430085],"domain_scores_gemma":[0.9957584,0.0017549188,0.0003949425,0.0008881882,0.00062647933,0.00057703233],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013083471,0.0004947056,0.0036822304,0.0005658261,0.00014624503,0.000008224619,0.00029353198,0.00017728898,0.0017610869],"category_scores_gemma":[0.00049533194,0.00027122613,0.00092068646,0.0012553287,0.0013947475,0.00013377448,0.00015336108,0.0002768077,0.000020250354],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009536949,0.0016157462,0.07233536,0.0011814551,0.6374799,0.0003240309,0.012465124,0.00021862375,0.016184745,0.004208749,0.01052331,0.23392598],"study_design_scores_gemma":[0.037728086,0.0059376247,0.14680277,0.00040156976,0.77276105,0.00011196658,0.002241058,0.008041109,0.008284804,0.0030134826,0.013364434,0.0013120527],"about_ca_topic_score_codex":0.00004746003,"about_ca_topic_score_gemma":0.000034110897,"teacher_disagreement_score":0.31208658,"about_ca_system_score_codex":0.00007583558,"about_ca_system_score_gemma":0.000036105557,"threshold_uncertainty_score":0.999974},"labels":[],"label_agreement":null},{"id":"W2470547467","doi":"10.1002/lary.26104","title":"Midline posterior glossectomy and lingual tonsillectomy in obese and nonobese children with down syndrome: Biomarkers for success","year":2016,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Smith and Nephew","keywords":"Tonsillectomy; Medicine; Glossectomy; Tongue; Surgery; Pathology","score_opus":0.009344494364906435,"score_gpt":0.2766739691483139,"score_spread":0.26732947478340746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2470547467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930214,0.0011720229,0.00004151729,0.0035756526,0.000036930942,0.0018701594,0.000055235465,0.000036856854,0.00019018236],"genre_scores_gemma":[0.99856186,0.00008348408,0.00071957195,0.00015781408,0.00006743457,0.00010139885,0.000012245324,0.000045561254,0.00025060322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851835,0.000087139706,0.0002255107,0.0004371131,0.00025663112,0.00047528493],"domain_scores_gemma":[0.9989765,0.00030455578,0.00005994108,0.00035722586,0.00011279591,0.00018897405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004410079,0.00022802502,0.00038193396,0.00020802066,0.00011799906,0.000051694427,0.00016106287,0.00008740418,0.00008658943],"category_scores_gemma":[0.00020071364,0.00011231235,0.000035823323,0.00035126592,0.0005068977,0.00016582075,0.00016924752,0.00016427782,0.000009511421],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036694861,0.00016180887,0.9317984,0.00017422227,0.00045691244,0.00019201086,0.00044474893,1.2138793e-7,0.034820642,0.000032863973,0.00005263072,0.028196177],"study_design_scores_gemma":[0.009907697,0.0011226421,0.9743741,0.00033417178,0.00009937401,0.0014205077,0.00007928677,0.00004902462,0.012215889,0.0000480953,0.00014242173,0.00020677339],"about_ca_topic_score_codex":0.00033378473,"about_ca_topic_score_gemma":0.00029226736,"teacher_disagreement_score":0.04257574,"about_ca_system_score_codex":0.00006794005,"about_ca_system_score_gemma":0.00007199453,"threshold_uncertainty_score":0.4579965},"labels":[],"label_agreement":null},{"id":"W2472505206","doi":"10.13078/jsm.16003","title":"The Utility of the McGill Overnight Oximetry Score for the Moderate to Severe Obstructive Sleep Apnea Syndrome in Korean Children","year":2016,"lang":"en","type":"article","venue":"Journal of Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Underweight; Body mass index; Internal medicine; Logistic regression; Odds ratio; Apnea; Medical record; Physical therapy; Pediatrics; Overweight","score_opus":0.022243077347706898,"score_gpt":0.2868040680879814,"score_spread":0.2645609907402745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472505206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9596771,0.0011006662,0.0017463949,0.034231994,0.000813645,0.0017656367,0.00015747825,0.000009087559,0.00049801683],"genre_scores_gemma":[0.9985388,0.00007797888,0.00022155276,0.00048258188,0.0004311847,0.000023390829,0.0000013933162,0.000043361742,0.00017978754],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99615794,0.00026369185,0.0011377827,0.0003207417,0.0015416247,0.000578214],"domain_scores_gemma":[0.994999,0.0020960614,0.0007058294,0.0008840649,0.0010052538,0.00030977008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025174632,0.0003028824,0.0008145222,0.00026476817,0.00033562825,0.00001029646,0.00094802026,0.00013556288,0.00014446724],"category_scores_gemma":[0.0037965782,0.00010428956,0.0003223701,0.0007615509,0.000889821,0.00018662555,0.00023455777,0.00076927774,0.0000048531288],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015448433,0.0006562916,0.40527913,0.00025859792,0.0036254397,0.00021833996,0.001754131,0.000099770215,0.020793319,0.0018948285,0.003761944,0.54620975],"study_design_scores_gemma":[0.008204895,0.0013136759,0.9754131,0.0005788722,0.0004039396,0.001828896,0.0007157147,0.0010018193,0.0075955233,0.0020824918,0.00069913734,0.00016195823],"about_ca_topic_score_codex":0.00008940396,"about_ca_topic_score_gemma":0.0000755189,"teacher_disagreement_score":0.5701339,"about_ca_system_score_codex":0.00030631965,"about_ca_system_score_gemma":0.00007096181,"threshold_uncertainty_score":0.4545133},"labels":[],"label_agreement":null},{"id":"W2476583972","doi":"10.1513/annalsats.201604-263oc","title":"The Interaction of Obesity and Nocturnal Hypoxemia on Cardiovascular Consequences in Adults with Suspected Obstructive Sleep Apnea. A Historical Observational Study","year":2016,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; St. Michael's Hospital; Sunnybrook Hospital; Mount Sinai Hospital; Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Hazard ratio; Hypoxemia; Obstructive sleep apnea; Obesity; Body mass index; Observational study; Sleep apnea; Internal medicine; Polysomnography; Confounding; Confidence interval; Stroke (engine); Cardiology; Heart failure; Myocardial infarction; Apnea","score_opus":0.09010524310136306,"score_gpt":0.3724619166989601,"score_spread":0.2823566735975971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476583972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952942,0.00026864445,0.00008168435,0.0035897559,0.00006768753,0.0006186065,0.0000112451635,0.000010563737,0.000057596288],"genre_scores_gemma":[0.9993353,0.00012281066,0.00032231046,0.00009500649,0.00005112129,0.000031702686,8.2684494e-7,0.0000133636795,0.000027568403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780804,0.000448161,0.00033204976,0.0003098601,0.00086126867,0.00024063194],"domain_scores_gemma":[0.9975919,0.00084930833,0.00040738596,0.0004721036,0.0006042374,0.000075071075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007523456,0.00015795992,0.00049011415,0.000049354385,0.0001365006,0.000008625917,0.00021937645,0.000037128964,0.0000049430023],"category_scores_gemma":[0.0006283372,0.00007225518,0.0002930307,0.000644712,0.0015330322,0.00010068183,0.00009916047,0.00031940843,6.3082507e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047571207,0.00042373448,0.88539463,0.000050147646,0.0015867819,0.000010266165,0.002685908,0.00002419976,0.00396552,0.00007847342,0.000091317735,0.10093189],"study_design_scores_gemma":[0.0009827444,0.001150889,0.980319,0.0001450399,0.00009548326,0.000028012168,0.00860254,0.00012162987,0.008195573,0.00020078017,0.000064172586,0.00009411467],"about_ca_topic_score_codex":0.0009050596,"about_ca_topic_score_gemma":0.000060656213,"teacher_disagreement_score":0.100837775,"about_ca_system_score_codex":0.0002877419,"about_ca_system_score_gemma":0.00008498842,"threshold_uncertainty_score":0.5648521},"labels":[],"label_agreement":null},{"id":"W2476687653","doi":"10.1096/fasebj.30.1_supplement.759.5","title":"The Effects of Intermittent Hypoxia on the Vasculature and Carotid Baroreflex Regulation","year":2016,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Baroreflex; Hypoxia (environmental); Cardiology; Medicine; Internal medicine; Anesthesia; Chemistry; Blood pressure; Heart rate; Oxygen","score_opus":0.012721497479033585,"score_gpt":0.2661355158407219,"score_spread":0.25341401836168836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476687653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879367,0.00037710086,0.0001306683,0.010208079,0.0002495438,0.00039896296,0.0000016204457,0.000006096048,0.00069126],"genre_scores_gemma":[0.99888945,0.00013586786,0.000020278927,0.00013211239,0.00027956898,0.000006670706,2.6633148e-7,0.000012816025,0.00052300096],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99870664,0.00031889143,0.00016759084,0.00009599164,0.0005109718,0.00019993946],"domain_scores_gemma":[0.9980005,0.0012801811,0.00011335551,0.00036609918,0.00015455583,0.00008532875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009170428,0.00009686677,0.00012894809,0.000045693512,0.0003122152,0.00004186663,0.00019341712,0.000043339172,0.000050937157],"category_scores_gemma":[0.00077157107,0.000027660513,0.00010733673,0.000088204244,0.00038022423,0.00004933006,0.00006994562,0.00040287603,0.0000111393],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035755473,0.000029508858,0.006421015,0.000026757729,0.00027604646,0.000012665989,0.0003765803,0.0000010034853,0.88140714,0.0028363708,0.000640563,0.1076148],"study_design_scores_gemma":[0.0017517695,0.0005898513,0.59995186,0.00037335747,0.00012334445,0.00043923937,0.0002546412,0.00006991791,0.3931194,0.0028258245,0.00043689169,0.00006386577],"about_ca_topic_score_codex":0.0000026836562,"about_ca_topic_score_gemma":0.0000016296882,"teacher_disagreement_score":0.5935309,"about_ca_system_score_codex":0.00007396064,"about_ca_system_score_gemma":0.000023800763,"threshold_uncertainty_score":0.24013385},"labels":[],"label_agreement":null},{"id":"W2477581931","doi":"10.5287/ora-d5vkmkq0d","title":"Investigation of breathing-disordered sleep quantification using the oxygen saturation signal","year":2008,"lang":"en","type":"dissertation","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Breathing; Gold standard (test); Autoregressive model; Medicine; Oxygen saturation; Airway; Time domain; Standard deviation; Sleep (system call); Anesthesia; Statistics; Mathematics; Computer science; Internal medicine; Oxygen; Chemistry","score_opus":0.05023807458189999,"score_gpt":0.28999359283103776,"score_spread":0.23975551824913777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477581931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773547,0.00016616625,0.00792391,0.00060591014,0.00012248219,0.0021156447,0.00036257211,0.000053214793,0.011295397],"genre_scores_gemma":[0.9818885,0.0015840163,0.0077820704,0.0000082524775,0.000086830616,8.251275e-7,0.0034792672,0.00006959371,0.0051006824],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99463207,0.0010950041,0.0004137682,0.0008611589,0.0022518998,0.000746096],"domain_scores_gemma":[0.994828,0.00061423716,0.00074193924,0.0009468519,0.0024965738,0.00037238628],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010767791,0.00040805637,0.00079332857,0.0022234414,0.0015623556,0.00003305078,0.0012571173,0.0004900638,0.00030151833],"category_scores_gemma":[0.0002483484,0.00044782952,0.00048525,0.002159088,0.0019412321,0.0006612081,0.00040903033,0.0018335984,0.000010062978],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.034633964,0.0012261566,0.060617764,0.0059560197,0.004263478,0.0010248917,0.08392168,0.0010223382,0.7378203,0.015404047,0.003324223,0.050785083],"study_design_scores_gemma":[0.012827013,0.0036674677,0.490077,0.0022038708,0.0020539416,0.00022604031,0.31427652,0.11387596,0.02743008,0.0044424045,0.026920991,0.0019986997],"about_ca_topic_score_codex":0.002641712,"about_ca_topic_score_gemma":0.0017902306,"teacher_disagreement_score":0.71039027,"about_ca_system_score_codex":0.00070932176,"about_ca_system_score_gemma":0.0011948869,"threshold_uncertainty_score":0.99979734},"labels":[],"label_agreement":null},{"id":"W2478773082","doi":"10.1002/lary.26178","title":"Single‐institution experience and learning curve with upper airway stimulation","year":2016,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Airway; Medicine; Institution; Stimulation; Psychology; Surgery; Sociology; Internal medicine","score_opus":0.022169894652210986,"score_gpt":0.28933574134654233,"score_spread":0.26716584669433135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2478773082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890146,0.000109736626,0.00519465,0.0015939765,0.000040880383,0.00031828703,0.0000010063919,0.000054466433,0.003672358],"genre_scores_gemma":[0.9981698,0.000017822134,0.0005449027,0.0000811426,0.00008376264,0.000019046553,0.0000021825554,0.000014983938,0.0010663875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909407,0.00010268448,0.00009624359,0.0002040042,0.00029366606,0.00020934119],"domain_scores_gemma":[0.99948245,0.00011931278,0.000037853566,0.00018739938,0.00009491696,0.00007805537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022210697,0.00009566813,0.00011678397,0.000051489606,0.00020358902,0.000023808481,0.00006140472,0.000038014252,0.00018251449],"category_scores_gemma":[0.00023371981,0.0000430702,0.000016766779,0.00015025956,0.00036052364,0.00022702412,0.000058062844,0.00016738389,0.00006516805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008619191,0.0000974759,0.4643406,0.000037950416,0.00006137643,0.000028520015,0.0026533164,0.000031319596,0.40237674,0.0012438181,0.000026557744,0.12824042],"study_design_scores_gemma":[0.0049626217,0.0020239889,0.8479805,0.00044657665,0.00008945776,0.00021690452,0.00092775055,0.0021143118,0.12984602,0.00011494352,0.010954616,0.00032232792],"about_ca_topic_score_codex":0.000034508448,"about_ca_topic_score_gemma":0.000006552297,"teacher_disagreement_score":0.3836399,"about_ca_system_score_codex":0.00007562792,"about_ca_system_score_gemma":0.000020769497,"threshold_uncertainty_score":0.19984056},"labels":[],"label_agreement":null},{"id":"W2482149310","doi":"10.1016/j.sleep.2016.05.003","title":"Factors predisposing to worsening of sleep apnea in response to fluid overload in men","year":2016,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Saline; Polysomnography; Anesthesia; Body mass index; Internal medicine; Apnea; Cardiology","score_opus":0.02759996707482261,"score_gpt":0.32138210153020125,"score_spread":0.29378213445537865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482149310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836829,0.00015616861,0.001354659,0.01125961,0.00028416773,0.0013397455,0.000016542223,0.00004703103,0.0018591889],"genre_scores_gemma":[0.9985173,0.0000050193685,0.0004952286,0.00031582883,0.00017615077,0.000056122517,0.0000072194985,0.000058223173,0.00036894632],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99617225,0.00032111938,0.000882425,0.00065331924,0.0011336172,0.00083725963],"domain_scores_gemma":[0.9973226,0.0010099162,0.00010606005,0.0007054918,0.00021338474,0.000642523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019296679,0.00033144065,0.0008844489,0.0019368876,0.000035854366,0.000004590563,0.0003064915,0.00015002664,0.00045762697],"category_scores_gemma":[0.00594426,0.00021342024,0.00007768156,0.0018030579,0.00021960019,0.00015152023,0.00023369909,0.00031855985,0.00005633711],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006494207,0.00013705678,0.35058197,0.00005758452,0.000048137073,0.00013690647,0.004720452,0.000031493702,0.6041869,0.00004819206,0.00015264223,0.033404496],"study_design_scores_gemma":[0.008237861,0.002029498,0.9187298,0.0015424028,0.000044274802,0.000013204978,0.0028416014,0.0004669093,0.06482233,0.000046453646,0.00095670746,0.0002689812],"about_ca_topic_score_codex":0.0003308639,"about_ca_topic_score_gemma":0.0001406993,"teacher_disagreement_score":0.56814784,"about_ca_system_score_codex":0.000703322,"about_ca_system_score_gemma":0.000055728007,"threshold_uncertainty_score":0.8703025},"labels":[],"label_agreement":null},{"id":"W2486656863","doi":"10.5664/jcsm.6190","title":"Relationship of Fluid Accumulation in the Neck to Sleep Structure in Men during Daytime Sleep","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sleep (system call); Obstructive sleep apnea; Sleep deprivation; Polysomnography; Sleep apnea; Internal medicine; Arousal; Slow-wave sleep; Airway; Apnea; Anesthesia; Psychology; Circadian rhythm; Electroencephalography; Psychiatry","score_opus":0.09906625913599225,"score_gpt":0.4428632811066142,"score_spread":0.34379702197062195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486656863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720729,0.00024340565,0.00045960426,0.025290322,0.00039915217,0.0006312595,0.0000054180537,0.0000074889567,0.00089047523],"genre_scores_gemma":[0.99712825,0.000043133034,0.00087908807,0.00041352393,0.0014391624,0.0000049079695,0.000003595831,0.000028730588,0.000059618564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936953,0.00077069073,0.0031450158,0.00031951588,0.0016409484,0.00042849893],"domain_scores_gemma":[0.9934404,0.0041190633,0.0008906595,0.00056555466,0.0005861988,0.00039815306],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0056099156,0.00022801555,0.0011809057,0.00080118066,0.000047477657,0.000008484668,0.0005156708,0.00028748446,0.0005561911],"category_scores_gemma":[0.022285648,0.00011261988,0.00022077495,0.0010972121,0.00030760054,0.00028947188,0.00009934763,0.0012515034,0.00001804358],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003317134,0.00027721468,0.94171476,0.00007514166,0.0001000346,0.00022214037,0.00087807974,0.00023009752,0.014156669,0.00026448024,0.00021958859,0.038544677],"study_design_scores_gemma":[0.013382599,0.0016745209,0.9804678,0.0006592093,0.00012813503,0.00014925063,0.00040511813,0.0007017028,0.000824958,0.0011641743,0.0003308392,0.00011168752],"about_ca_topic_score_codex":0.00003536479,"about_ca_topic_score_gemma":0.000052690295,"teacher_disagreement_score":0.038753062,"about_ca_system_score_codex":0.0002363544,"about_ca_system_score_gemma":0.0000759122,"threshold_uncertainty_score":0.98595005},"labels":[],"label_agreement":null},{"id":"W24930175","doi":"","title":"Bedside capnography: better management of surgical patients with obstructive sleep apnea.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Interior Health","funders":"","keywords":"Capnography; Medicine; Obstructive sleep apnea; Apnea; Sleep apnea; Intensive care medicine; Anesthesia","score_opus":0.020163660929387085,"score_gpt":0.22690077472083683,"score_spread":0.20673711379144974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W24930175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9651789,0.000040700314,0.00008460931,0.00011660841,0.00011185927,0.0017462575,0.00001822846,0.000042880227,0.03265992],"genre_scores_gemma":[0.99615186,0.0000041217527,0.0028363757,0.000039171657,0.000056023855,0.00075116847,0.00002449599,0.000035779645,0.00010098782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979925,0.000053990287,0.00028257834,0.00037301183,0.00072192575,0.0005759793],"domain_scores_gemma":[0.99888384,0.00003184536,0.00010668128,0.00044211885,0.00025807507,0.00027741314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016448325,0.00019307274,0.0003312671,0.0002637757,0.000041753534,0.0000073268247,0.0001693312,0.000072087416,0.0001756489],"category_scores_gemma":[0.00000970584,0.00014412055,0.000116684554,0.00047092102,0.00033345635,0.00012340576,0.00012172693,0.00021504035,0.000014964449],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010938565,0.00039730567,0.7723558,0.0001183081,0.0008135122,0.00018300262,0.00020015905,2.2122454e-7,0.00000183655,0.00036515045,0.000027137668,0.22444372],"study_design_scores_gemma":[0.0042395806,0.00015907316,0.9928363,0.000014219252,0.00020426558,0.000011458208,0.00017169245,0.0000061135897,0.0015209306,0.00016955231,0.0005182522,0.000148544],"about_ca_topic_score_codex":0.00004440865,"about_ca_topic_score_gemma":0.0000025252982,"teacher_disagreement_score":0.22429518,"about_ca_system_score_codex":0.00006883332,"about_ca_system_score_gemma":0.0000044847097,"threshold_uncertainty_score":0.58770657},"labels":[],"label_agreement":null},{"id":"W2498720275","doi":"10.1152/japplphysiol.00377.2016","title":"What role for hypercapnia in obstructive sleep apnea?","year":2016,"lang":"en","type":"letter","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Hypercapnia; Obstructive sleep apnea; Hypoxia (environmental); Hypoxemia; Medicine; Apnea; Anesthesia; Cardiology; Psychology; Internal medicine; Acidosis; Chemistry","score_opus":0.015936290440461694,"score_gpt":0.28551484658600307,"score_spread":0.2695785561455414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2498720275","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40582448,0.002059207,0.00045618133,0.5735158,0.0073662833,0.004616076,0.00017945036,0.00005506725,0.00592748],"genre_scores_gemma":[0.44451264,0.00071382185,0.0079742605,0.47071806,0.07330233,0.0005965995,0.00036952147,0.0006978508,0.0011149204],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.996987,0.00010495986,0.0009459302,0.00052799063,0.00056836294,0.0008657977],"domain_scores_gemma":[0.9971364,0.0008034378,0.00083465,0.00048946124,0.000584215,0.00015184702],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00036794355,0.00045230283,0.0016709338,0.0007875209,0.000050481834,0.000032693773,0.0005001255,0.0011588391,0.00024312908],"category_scores_gemma":[0.00010919402,0.00031730923,0.0004733168,0.00021104669,0.00037084098,0.0002202648,0.00013028843,0.0029802113,0.00007457782],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009686732,0.00020479903,0.00009039654,0.00074594194,0.0017106511,0.0005850421,0.00074771635,0.000014650644,0.7401197,0.00044708519,0.11806193,0.12758535],"study_design_scores_gemma":[0.014735306,0.0019199596,0.008040507,0.00052117935,0.00047741306,0.00081164145,0.0015893714,0.000115261406,0.030718738,0.05586388,0.8842985,0.00090824725],"about_ca_topic_score_codex":0.000002172385,"about_ca_topic_score_gemma":9.210278e-7,"teacher_disagreement_score":0.76623654,"about_ca_system_score_codex":0.00047430838,"about_ca_system_score_gemma":0.00016438372,"threshold_uncertainty_score":0.9999279},"labels":[],"label_agreement":null},{"id":"W2499877824","doi":"10.5664/jcsm.6062","title":"Quality Assessment of Systematic Reviews on the Efficacy of Oral Appliance Therapy for Adult and Pediatric Sleep-Disordered Breathing","year":2016,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Systematic review; Sleep disordered breathing; Quality assessment; Quality of evidence; Proxy (statistics); MEDLINE; Physical therapy; Pediatrics; Meta-analysis; Pathology; Obstructive sleep apnea; Internal medicine; External quality assessment","score_opus":0.3486775368971914,"score_gpt":0.563262591616834,"score_spread":0.21458505471964262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499877824","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012686963,0.9852958,0.0020936306,0.0019033472,0.0007674316,0.008452919,0.00003255126,0.0000072257,0.0001784183],"genre_scores_gemma":[0.0026713992,0.9933228,0.0014962129,0.00026541858,0.0019634182,0.00016287796,0.0000073506026,0.000069488575,0.000041015377],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9831262,0.003668571,0.010390707,0.0004964478,0.0019143698,0.0004036646],"domain_scores_gemma":[0.947079,0.036662154,0.012537081,0.0010930331,0.0021976833,0.00043102188],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.02899268,0.00059921906,0.012192565,0.00039677127,0.000072812734,0.000011029425,0.0007789698,0.0004749937,0.00011149283],"category_scores_gemma":[0.060583126,0.00023369762,0.0021505947,0.00056322303,0.00063274335,0.000075689764,0.00009930065,0.0016949532,0.00000448076],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006387703,0.00074198935,0.0009505098,0.2182831,0.0012388576,0.000011753736,0.000049194554,1.18644074e-7,0.000003097542,0.00044828557,0.00030891385,0.7773254],"study_design_scores_gemma":[0.04760259,0.023969254,0.012439465,0.73073477,0.018354667,0.00043700688,0.00034394968,0.00014958253,0.000005035973,0.00066013006,0.16435538,0.000948193],"about_ca_topic_score_codex":0.000007615603,"about_ca_topic_score_gemma":9.276649e-7,"teacher_disagreement_score":0.7763772,"about_ca_system_score_codex":0.0001375587,"about_ca_system_score_gemma":0.00033079446,"threshold_uncertainty_score":0.99985635},"labels":[],"label_agreement":null},{"id":"W2500172356","doi":"10.1183/13993003.01975-2015","title":"Principles of practice parameters for the treatment of sleep disordered breathing in the elderly and frail elderly: the consensus of the International Geriatric Sleep Medicine Task Force","year":2016,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute for Health and Care Research","keywords":"Medicine; Sleep medicine; Pulmonologists; Geriatrics; Gerontology; Evidence-based medicine; Population; Intensive care medicine; Physical therapy; Alternative medicine; Sleep disorder; Psychiatry; Cognition; Pathology","score_opus":0.04480826578167424,"score_gpt":0.3152721268908156,"score_spread":0.27046386110914133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2500172356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9744385,0.0029745682,0.0008530932,0.018425778,0.00027859153,0.0010465068,0.000026594516,0.0000047505964,0.001951648],"genre_scores_gemma":[0.9986466,0.0003372115,0.00033606077,0.00028903922,0.00024686413,0.0000150649,5.2064684e-7,0.000028359713,0.00010024001],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.996751,0.0012550036,0.0007824449,0.00019904978,0.00077629706,0.0002361755],"domain_scores_gemma":[0.9933392,0.004769157,0.0008572547,0.0005351562,0.0004348249,0.000064447726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035464903,0.0001738134,0.00030185565,0.00014946349,0.00020744446,0.000025964062,0.00059403246,0.000036117104,0.00002675152],"category_scores_gemma":[0.003432059,0.000057813697,0.00016795435,0.00024204167,0.0008232976,0.00008214025,0.00008624249,0.00029262,9.3907335e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043726983,0.0009182742,0.05297699,0.00013369412,0.0020076642,0.00016458966,0.01872937,0.00020975727,0.07633254,0.0021773682,0.0004680476,0.841509],"study_design_scores_gemma":[0.041381925,0.02257687,0.6543042,0.0011124329,0.0021403458,0.0024377434,0.032497484,0.0012177392,0.013192192,0.00061655743,0.22803739,0.000485109],"about_ca_topic_score_codex":0.000028674503,"about_ca_topic_score_gemma":0.00001967216,"teacher_disagreement_score":0.8410239,"about_ca_system_score_codex":0.00009558237,"about_ca_system_score_gemma":0.000082065155,"threshold_uncertainty_score":0.4108743},"labels":[],"label_agreement":null},{"id":"W2501179751","doi":"10.1542/peds.2015-4458","title":"Cognitive Effects of Adenotonsillectomy for Obstructive Sleep Apnea","year":2016,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"National Center for Research Resources; National Heart, Lung, and Blood Institute; National Center for Advancing Translational Sciences; Wallenberg Wood Science Center; Purdue University","keywords":"Medicine; Adenoidectomy; Obstructive sleep apnea; Randomized controlled trial; Cognition; Tonsillectomy; Watchful waiting; Pediatrics; Physical therapy; Neuropsychology; Audiology; Anesthesia; Psychiatry; Internal medicine","score_opus":0.014060797502178386,"score_gpt":0.29469898970078984,"score_spread":0.28063819219861147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501179751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94828737,0.00093760993,0.045705672,0.00038829516,0.00050634984,0.0024606208,0.0001559246,0.00007515114,0.0014830168],"genre_scores_gemma":[0.99639446,0.000060309798,0.0024095033,0.00004392169,0.00056372426,0.00019386408,0.0000121817475,0.000047332935,0.00027468614],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983949,0.000057017784,0.00027892404,0.00036251513,0.0004710801,0.00043554459],"domain_scores_gemma":[0.995255,0.003263004,0.0001441358,0.00023816818,0.00089155487,0.0002081663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016748572,0.00018268458,0.00039156346,0.0003333278,0.00006161198,0.0000066119896,0.00011457696,0.0001403333,0.000053404077],"category_scores_gemma":[0.0051622926,0.00012615534,0.00018243447,0.0004986088,0.00021459382,0.00010186354,0.00008072763,0.00014278061,0.000049641945],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035177367,0.00080764556,0.40818626,0.0035187043,0.00073012256,0.00012723388,0.0011043885,5.084009e-7,0.07587646,0.0024788128,0.0008366066,0.50281554],"study_design_scores_gemma":[0.029946102,0.0037790185,0.37178808,0.00020099178,0.0020469695,0.00008900103,0.0005200619,0.0002646836,0.58568865,0.0036000868,0.0013073343,0.00076900015],"about_ca_topic_score_codex":0.0000063461416,"about_ca_topic_score_gemma":9.599554e-7,"teacher_disagreement_score":0.5098122,"about_ca_system_score_codex":0.00012143974,"about_ca_system_score_gemma":0.000078095945,"threshold_uncertainty_score":0.61801195},"labels":[],"label_agreement":null},{"id":"W2503297002","doi":"10.1513/annalsats.201605-384oc","title":"The Effect of Donepezil on Arousal Threshold and Apnea–Hypopnea Index. A Randomized, Double-Blind, Cross-Over Study","year":2016,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Health and Medical Research Council; University of California, San Diego; National Institutes of Health; ResMed; National Natural Science Foundation of China; American Thoracic Society; Medical Research Council; American Heart Association","keywords":"Donepezil; Medicine; Placebo; Anesthesia; Apnea–hypopnea index; Polysomnography; Hypopnea; Randomization; Crossover study; Apnea; Randomized controlled trial; Sleep apnea; Internal medicine","score_opus":0.06766693765751537,"score_gpt":0.43605673044703347,"score_spread":0.3683897927895181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2503297002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993752,0.00036576553,0.00005932374,0.0026418392,0.00011319564,0.0026463363,0.0000203893,0.000027631611,0.00037353262],"genre_scores_gemma":[0.9987765,0.00022535863,0.000031201238,0.000337781,0.00012384125,0.00016639028,7.847449e-7,0.000044768203,0.00029334985],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99656165,0.0007514225,0.00057748565,0.00044541998,0.0011643218,0.000499716],"domain_scores_gemma":[0.99439305,0.0033085204,0.00070617656,0.001111121,0.00032727327,0.00015388418],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0041905646,0.0003133273,0.0011838966,0.000059430546,0.00028183742,0.000043537773,0.0005198238,0.000080703176,0.000017238188],"category_scores_gemma":[0.00076684344,0.00012574901,0.0008221664,0.00062235905,0.0047877813,0.000099965735,0.00040522002,0.00042770512,0.000006627713],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.52968425,0.00029120175,0.39385605,0.0000822122,0.0018368261,0.000003802743,0.00075893645,0.0000048624843,0.0034534237,0.000071139475,0.00041697783,0.06954034],"study_design_scores_gemma":[0.51589555,0.007985043,0.35822988,0.00028708772,0.00082894496,0.000030560677,0.0025845529,0.0005335196,0.11234128,0.0005331238,0.00023640298,0.00051408156],"about_ca_topic_score_codex":0.00025496745,"about_ca_topic_score_gemma":0.000008977167,"teacher_disagreement_score":0.10888785,"about_ca_system_score_codex":0.000040930045,"about_ca_system_score_gemma":0.00005109988,"threshold_uncertainty_score":0.99792063},"labels":[],"label_agreement":null},{"id":"W2505354577","doi":"","title":"[Effects of simultaneous multi-level surgery intervention on the changes of the oxidative stress and the cognitive function in young and middle-aged patients with Moderate-severe obstructive sleep apnea hypopnea syndrome].","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Malondialdehyde; Medicine; Oxidative stress; Obstructive sleep apnea; Cognition; Epworth Sleepiness Scale; Internal medicine; Hypopnea; Cognitive impairment; Physical therapy; Polysomnography; Apnea; Psychiatry","score_opus":0.04020336316909509,"score_gpt":0.23253222505432972,"score_spread":0.19232886188523463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2505354577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99512064,0.00024652597,0.00020318694,0.00014095435,0.00014791026,0.0039779176,0.00010154628,0.000009301573,0.00005203279],"genre_scores_gemma":[0.99900305,0.0000084013645,0.000017754837,0.00003000833,0.000015089917,0.0008391041,0.000019378986,0.00002477594,0.00004241824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977923,0.00075189857,0.00027080596,0.00031014776,0.0005798762,0.00029496208],"domain_scores_gemma":[0.99593204,0.002924538,0.00030948303,0.00021182434,0.0005270184,0.0000950722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007071222,0.0002095742,0.00043386404,0.00016117659,0.00009016547,0.00002273428,0.00010116824,0.000085002815,0.0000020699654],"category_scores_gemma":[0.0030641372,0.00010035228,0.00006339916,0.00036262913,0.00079441274,0.0001165191,0.0001363749,0.00034691626,3.756492e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03428728,0.0016273864,0.7451219,0.0011985711,0.0017472154,0.000050916737,0.010531082,0.00012220831,0.000096772055,0.00012687825,0.0000032557466,0.20508651],"study_design_scores_gemma":[0.009959691,0.00029179457,0.97657853,0.0003736896,0.0002374431,0.00001817856,0.0041373605,0.0019180621,0.006286717,0.000089327834,1.3017078e-7,0.00010905967],"about_ca_topic_score_codex":0.00020620087,"about_ca_topic_score_gemma":0.00047177443,"teacher_disagreement_score":0.23145662,"about_ca_system_score_codex":0.000095970296,"about_ca_system_score_gemma":0.000016503129,"threshold_uncertainty_score":0.40922472},"labels":[],"label_agreement":null},{"id":"W2507229858","doi":"10.1097/mcp.0000000000000320","title":"Noninvasive monitoring of CO2 during polysomnography","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Pulmonary Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Polysomnography; Hypercapnia; Capnography; Hypoventilation; Gold standard (test); Intensive care medicine; Sleep (system call); Breathing; Obesity hypoventilation syndrome; Arterial blood; Anesthesia; Obstructive sleep apnea; Respiratory system; Internal medicine; Apnea","score_opus":0.12200127293382378,"score_gpt":0.4350434611109175,"score_spread":0.3130421881770937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507229858","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031316536,0.988084,0.000013276684,0.000101042424,0.008916418,0.0018544002,0.00007230773,0.000055836255,0.0005895578],"genre_scores_gemma":[0.0007038988,0.9941402,0.00004521245,9.3486375e-7,0.004452782,0.0002626671,0.0001986402,0.00011941942,0.000076250115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949206,0.0003126137,0.0017891473,0.000919923,0.0012988037,0.0007588916],"domain_scores_gemma":[0.9969808,0.00057062483,0.00074727595,0.000977165,0.00029745814,0.0004267183],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005848425,0.0007370528,0.0033051558,0.0026248083,0.000067290144,0.0000055635874,0.0004964096,0.0003736988,0.0002901083],"category_scores_gemma":[0.00047880824,0.0004895738,0.0006284968,0.0017366132,0.00069725106,0.00013186064,0.00029514407,0.0013315147,0.00006300292],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102379556,0.0002875115,0.011024846,0.10915925,0.00020208438,0.000120387944,0.00007240171,5.6868114e-8,0.000048913804,0.000062608226,0.000077134144,0.8788424],"study_design_scores_gemma":[0.002295216,0.00035402513,0.0055597816,0.41192314,0.0003810228,0.00087143295,0.00015452545,0.0000023915923,0.00004383586,0.0000404898,0.5778855,0.00048863626],"about_ca_topic_score_codex":0.000013326812,"about_ca_topic_score_gemma":9.287551e-8,"teacher_disagreement_score":0.8783538,"about_ca_system_score_codex":0.00047265677,"about_ca_system_score_gemma":0.00025587555,"threshold_uncertainty_score":0.9997556},"labels":[],"label_agreement":null},{"id":"W2507956535","doi":"10.1186/s40248-016-0071-2","title":"The effect of positive airway pressure therapy on neurocognitive functions, depression and anxiety in obesity hypoventilation syndrome","year":2016,"lang":"en","type":"article","venue":"Multidisciplinary Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Kocaeli Üniversitesi","keywords":"Obesity hypoventilation syndrome; Neurocognitive; Anxiety; Depression (economics); Medicine; Obesity; Hypoventilation; Continuous positive airway pressure; Airway; Positive airway pressure; Anesthesia; Psychology; Psychiatry; Internal medicine; Cognition; Respiratory system; Obstructive sleep apnea","score_opus":0.01703042166563501,"score_gpt":0.3057429688446934,"score_spread":0.28871254717905837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507956535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935864,0.0027891682,0.000071028044,0.0009070227,0.00018201319,0.0019216285,0.000028875953,0.000033679476,0.00048013398],"genre_scores_gemma":[0.9991711,0.00024700083,0.000007845356,0.000043097854,0.00011936701,0.00012772095,0.000008562613,0.00003296111,0.00024238398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731404,0.000709712,0.00042980205,0.0005464822,0.0006665887,0.00033335507],"domain_scores_gemma":[0.99729085,0.0017136246,0.0001803796,0.00045131127,0.00018771486,0.00017612727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012559111,0.00027365115,0.00048267632,0.00027135335,0.00027366847,0.0000062391164,0.0001242498,0.00014258867,0.000056590565],"category_scores_gemma":[0.00070933334,0.00012612286,0.00007893052,0.00035108713,0.00071434677,0.00015479187,0.00014531855,0.00037423152,0.000014116998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0075779385,0.00016255898,0.7894983,0.000090415044,0.00009304637,0.00008506806,0.00027696576,0.000003763358,0.113419674,0.000010329476,0.000062674786,0.08871926],"study_design_scores_gemma":[0.0092818,0.008380429,0.9344739,0.0008107472,0.00007651049,0.000050322276,0.00012501437,0.00015363834,0.04611795,0.000021430422,0.0003916868,0.00011662279],"about_ca_topic_score_codex":0.000018033297,"about_ca_topic_score_gemma":0.000011236856,"teacher_disagreement_score":0.14497554,"about_ca_system_score_codex":0.00008604326,"about_ca_system_score_gemma":0.000029585799,"threshold_uncertainty_score":0.5143141},"labels":[],"label_agreement":null},{"id":"W2509230263","doi":"10.1007/s11818-016-0072-6","title":"Effects of adaptive servo-ventilation on ventricular arrhythmias in patients with stable congestive heart failure and sleep-disordered breathing","year":2016,"lang":"en","type":"article","venue":"Somnologie - Schlafforschung und Schlafmedizin","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Ejection fraction; Medicine; Cardiology; Heart failure; Internal medicine; Central sleep apnea; Polysomnography; Ventilation (architecture); Heart rate; Anesthesia; Apnea; Blood pressure","score_opus":0.010121744697797423,"score_gpt":0.25217865888147606,"score_spread":0.24205691418367864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509230263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99458545,0.00085904007,0.0009549578,0.0011050598,0.00013435734,0.002152563,0.000035659767,0.00009988171,0.000072997354],"genre_scores_gemma":[0.9957183,0.000029185168,0.003889919,0.00005547998,0.000058290225,0.00010425967,0.00003110904,0.000060097453,0.00005338557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967435,0.00026316018,0.00049393787,0.00079853984,0.000906273,0.0007946178],"domain_scores_gemma":[0.9977447,0.0008135747,0.00025267678,0.00047079916,0.0004539126,0.00026435856],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046387885,0.00042335823,0.00077267573,0.0006091914,0.00012688314,0.000030386162,0.00017023836,0.00034255997,0.00003663262],"category_scores_gemma":[0.001198554,0.00027900608,0.00009745842,0.00073236093,0.0004961664,0.00049029733,0.00017175554,0.00057391403,0.000027961714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0071248054,0.0010754286,0.9573241,0.0005149486,0.0007312147,0.00049653865,0.0003466068,0.00008498191,0.008468983,0.0021665047,0.00006540961,0.021600481],"study_design_scores_gemma":[0.017562365,0.004003323,0.9043201,0.001413912,0.00025199752,0.000025065207,0.00036059634,0.00027033777,0.07050697,0.00068262825,0.00015401574,0.00044865572],"about_ca_topic_score_codex":0.00006131114,"about_ca_topic_score_gemma":0.000043222488,"teacher_disagreement_score":0.062037982,"about_ca_system_score_codex":0.0003796303,"about_ca_system_score_gemma":0.00011226211,"threshold_uncertainty_score":0.9999662},"labels":[],"label_agreement":null},{"id":"W2511175036","doi":"10.1152/ajpheart.00334.2016","title":"Effects of aging and coronary artery disease on sympathetic neural recruitment strategies during end-inspiratory and end-expiratory apnea","year":2016,"lang":"en","type":"article","venue":"American Journal of Physiology-Heart and Circulatory Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Joseph's Health Care; Western University","funders":"Canadian Institutes of Health Research; Government of Canada; Health Research Board","keywords":"Microneurography; Medicine; Apnea; Coronary artery disease; Cardiology; Internal medicine; Efferent; Respiratory system; Anesthesia; Sympathetic nervous system; Baroreflex; Heart rate; Blood pressure; Afferent","score_opus":0.017628648074677865,"score_gpt":0.27542708459375054,"score_spread":0.2577984365190727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511175036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971699,0.0021111874,0.0000014445461,0.00020015403,0.00014827824,0.00033398293,0.000008162576,0.000016749389,0.0000101297655],"genre_scores_gemma":[0.99909186,0.00024751824,0.000027948732,0.00035381303,0.00022123731,0.000020943207,0.0000013675974,0.000031963526,0.0000033469464],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9980038,0.00044126727,0.00043603222,0.0004687723,0.00023263136,0.0004175285],"domain_scores_gemma":[0.99837667,0.00043229962,0.0003645996,0.00028107598,0.00012701399,0.0004183694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001845946,0.0002930715,0.00086030725,0.00026172225,0.00011696486,0.000008138291,0.000096126656,0.00006329142,0.000020745309],"category_scores_gemma":[0.00004999035,0.0002029215,0.00014085915,0.00010416764,0.002280948,0.00019421968,0.000105396735,0.0003424178,0.0000023587793],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065927824,0.00017625617,0.020781362,0.00033018735,0.0002563053,0.000030577492,0.00022641629,0.0000047179897,0.9692103,0.00011864992,0.000004191358,0.008201729],"study_design_scores_gemma":[0.0022647271,0.002982951,0.9743961,0.00020936341,0.0001422402,0.00031381872,0.00058234954,0.000025023077,0.018418426,0.00043829659,0.000040852206,0.0001858352],"about_ca_topic_score_codex":0.0000040644995,"about_ca_topic_score_gemma":3.2734303e-7,"teacher_disagreement_score":0.9536148,"about_ca_system_score_codex":0.00006523281,"about_ca_system_score_gemma":0.000120152334,"threshold_uncertainty_score":0.8404248},"labels":[],"label_agreement":null},{"id":"W2513696872","doi":"10.1007/s10439-016-1720-5","title":"Obstructive Sleep Apnea Screening and Airway Structure Characterization During Wakefulness Using Tracheal Breathing Sounds","year":2016,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Wakefulness; Medicine; Polysomnography; Supine position; Obstructive sleep apnea; Sleep apnea; Breathing; Hypopnea; Apnea; Airway; Expiration; Audiology; Anesthesia; Respiratory system; Electroencephalography; Internal medicine","score_opus":0.02579480787623901,"score_gpt":0.2875096083286743,"score_spread":0.2617148004524353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513696872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8552586,0.00009195874,0.1435166,0.0006292241,0.00015147236,0.00019442906,0.00007527924,0.000073844654,0.000008615211],"genre_scores_gemma":[0.99557006,0.000012648839,0.003911831,0.00002941659,0.00036907708,0.0000061420947,0.00003206366,0.00005648221,0.000012257695],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979072,0.00003893067,0.0004512919,0.000406721,0.0006401968,0.0005556552],"domain_scores_gemma":[0.99886775,0.00014237866,0.00012833957,0.00023969257,0.00020971983,0.00041209554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002724802,0.00025957613,0.00046396657,0.0004597626,0.000098871074,0.00002478304,0.00012215479,0.00023381916,0.00008501226],"category_scores_gemma":[0.00044401758,0.00019727567,0.00009903626,0.00044261172,0.0002559443,0.00037708692,0.00012866352,0.00031071436,0.0000010643212],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012839855,0.000030737003,0.0027944674,0.00036724383,0.00017125883,0.000050032617,0.00030960754,0.00003674754,0.8560322,0.00007709323,3.3533777e-7,0.14000188],"study_design_scores_gemma":[0.0033424136,0.00028247692,0.27460262,0.00086613884,0.000111528054,0.0007830367,0.00019686484,0.088861026,0.630193,0.00006710645,0.00014803602,0.00054577447],"about_ca_topic_score_codex":0.000014224621,"about_ca_topic_score_gemma":2.6042866e-7,"teacher_disagreement_score":0.27180815,"about_ca_system_score_codex":0.000057407688,"about_ca_system_score_gemma":0.00002053543,"threshold_uncertainty_score":0.80446684},"labels":[],"label_agreement":null},{"id":"W2513994045","doi":"10.1164/rccm.201604-0698ed","title":"Continuous Positive Airway Pressure for Improving Glycemic Control in Type 2 Diabetes: Where Do We Stand?","year":2016,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Center for Research Resources","keywords":"Medicine; Glycemic; Continuous positive airway pressure; Type 2 diabetes; Diabetes mellitus; Continuous glucose monitoring; Type 1 diabetes; Airway; Intensive care medicine; Internal medicine; Anesthesia; Endocrinology","score_opus":0.01102259645030863,"score_gpt":0.3034132563070392,"score_spread":0.2923906598567306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513994045","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032040443,0.3582065,0.0012975697,0.6048566,0.0011354145,0.0016208751,0.00048487599,0.000028665143,0.0003290012],"genre_scores_gemma":[0.87202746,0.0006633309,0.00020740739,0.1164269,0.010388411,0.000044349425,0.000008503499,0.00014358951,0.00009003855],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99614555,0.0005009517,0.0009611338,0.0005211455,0.0010159625,0.0008552684],"domain_scores_gemma":[0.99333036,0.0027644318,0.00046491166,0.00034286507,0.002638347,0.00045907035],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007766661,0.00046529464,0.0020060204,0.000568297,0.00008603897,0.000031934516,0.00026701484,0.00040773134,0.00015548407],"category_scores_gemma":[0.0029124967,0.00030261,0.00021808417,0.00029226003,0.002438365,0.00014455653,0.00005382829,0.0025555962,0.0000021992141],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01646777,0.000102498954,0.017970005,0.009673367,0.0010757074,0.00598759,0.0017328269,3.955085e-7,0.011244963,0.00011475989,0.09311131,0.8425188],"study_design_scores_gemma":[0.017581636,0.06341649,0.0007232711,0.009641155,0.002335395,0.00031136198,0.006322878,0.00001640717,0.00035339562,0.00014021056,0.8985508,0.0006069686],"about_ca_topic_score_codex":0.000010674406,"about_ca_topic_score_gemma":0.000002200393,"teacher_disagreement_score":0.84191185,"about_ca_system_score_codex":0.0002656301,"about_ca_system_score_gemma":0.00041250835,"threshold_uncertainty_score":0.9999426},"labels":[],"label_agreement":null},{"id":"W2514061538","doi":"10.1186/s40463-016-0156-0","title":"Trends in CPAP adherence over twenty years of data collection: A flattened curve","year":2016,"lang":"en","type":"review","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":732,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Data collection; Statistics; Mathematics","score_opus":0.09675927644965505,"score_gpt":0.38903606389383066,"score_spread":0.2922767874441756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514061538","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18063277,0.8181822,0.00000608116,0.000107805,0.00058512593,0.00024975964,0.00006420724,0.000005495434,0.00016657123],"genre_scores_gemma":[0.0032333375,0.9958199,0.00016230853,0.000032188982,0.00038675938,0.000009692551,0.00006133365,0.000044354878,0.00025012737],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9964374,0.0006000283,0.0016132685,0.0004354838,0.00049441657,0.00041944502],"domain_scores_gemma":[0.9960808,0.0016330888,0.0011923225,0.00063680584,0.00021519445,0.0002417928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017013375,0.00030983894,0.003417913,0.0020852427,0.000035620757,0.000012946754,0.00034289737,0.0004993961,0.0006150066],"category_scores_gemma":[0.0006023915,0.00022398341,0.0005391342,0.0010181684,0.00029455553,0.0003283852,0.0002722662,0.0010423999,0.000012076665],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044553156,0.00022188255,0.11363283,0.0033941094,0.00060686585,0.0016727853,0.000023030034,7.990218e-9,0.00001583942,0.000005481389,0.0024536734,0.87752795],"study_design_scores_gemma":[0.0021573997,0.0006657045,0.52199185,0.021873668,0.00057088945,0.005826503,0.0000060369225,0.00000771504,0.0000047348285,0.000022002198,0.4465913,0.0002822304],"about_ca_topic_score_codex":0.000039578303,"about_ca_topic_score_gemma":0.000030939056,"teacher_disagreement_score":0.8772457,"about_ca_system_score_codex":0.00015914116,"about_ca_system_score_gemma":0.00065356947,"threshold_uncertainty_score":0.9133778},"labels":[],"label_agreement":null},{"id":"W2514379241","doi":"10.1056/nejme1609704","title":"Cardiovascular Events in Obstructive Sleep Apnea — Can CPAP Therapy SAVE Lives?","year":2016,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Hypoxemia; Observational study; Randomized controlled trial; Sleep apnea; Apnea; Cardiology; Positive airway pressure; Anesthesia; Airway obstruction; Airway; Internal medicine","score_opus":0.024669837116991954,"score_gpt":0.28359857185826287,"score_spread":0.2589287347412709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514379241","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.081968665,0.026531484,0.00075614225,0.8802676,0.005038364,0.0017183872,0.00005280496,0.00003870327,0.0036278102],"genre_scores_gemma":[0.47044143,0.0095846895,0.001575527,0.2428472,0.27102834,0.00004709655,0.00023727771,0.0006563296,0.0035820967],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929207,0.0008384032,0.0013870676,0.00060392974,0.003289836,0.00096009177],"domain_scores_gemma":[0.99595505,0.00078725,0.00080860016,0.0008973358,0.00093821087,0.00061356765],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002135227,0.0007060151,0.0026937616,0.0015101258,0.000060927927,0.0000111502395,0.00063106406,0.0006886309,0.0006895283],"category_scores_gemma":[0.0011460618,0.00041489946,0.0007910736,0.0005096214,0.0004182891,0.00014623381,0.00008859291,0.0051068454,0.000023118182],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003055639,0.0000923932,0.025583964,0.00033790077,0.0070204567,0.024996081,0.0023070457,0.000009610334,0.0015539826,0.000015332153,0.0773752,0.85765237],"study_design_scores_gemma":[0.13457273,0.0033813405,0.01826051,0.00214089,0.0009810899,0.009697615,0.00031668495,0.000011704865,0.0006863859,0.0015823699,0.82781774,0.0005509543],"about_ca_topic_score_codex":0.0003714988,"about_ca_topic_score_gemma":0.000022632074,"teacher_disagreement_score":0.85710144,"about_ca_system_score_codex":0.00080148416,"about_ca_system_score_gemma":0.0004459779,"threshold_uncertainty_score":0.9998303},"labels":[],"label_agreement":null},{"id":"W2516753121","doi":"10.1513/annalsats.201601-056oc","title":"Utility of Acoustic Pharyngometry for the Diagnosis of Obstructive Sleep Apnea","year":2016,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; University of Toronto; Toronto General Hospital; University Health Network; Institute for Clinical Evaluative Sciences; Sunnybrook Hospital","funders":"","keywords":"Medicine; Interquartile range; Obstructive sleep apnea; Body mass index; Odds ratio; Polysomnography; Cohort; Confidence interval; Logistic regression; Receiver operating characteristic; Sleep apnea; Ambulatory; Apnea–hypopnea index; Apnea; Internal medicine","score_opus":0.09973881971276,"score_gpt":0.4176169383706353,"score_spread":0.3178781186578753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516753121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858769,0.0006293939,0.006301827,0.005614512,0.00011777811,0.00091720535,0.0003906647,0.00001593532,0.00013578501],"genre_scores_gemma":[0.99762577,0.00036128468,0.0013871565,0.0003556711,0.000084789055,0.000087426466,0.0000017287078,0.000029163455,0.000067036235],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99799955,0.0001834805,0.00047335634,0.00029676475,0.00066672283,0.00038009984],"domain_scores_gemma":[0.9938346,0.0032945739,0.0008276892,0.0009765881,0.00097113545,0.000095392716],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008802744,0.0001825602,0.0006728872,0.000051762476,0.00010459029,0.0000036057445,0.0005850732,0.0000596746,0.00009620599],"category_scores_gemma":[0.0020274096,0.00008697046,0.0009872005,0.0009899532,0.0033328163,0.00008062911,0.0002591719,0.00018361432,0.0000018350394],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011069992,0.00038126897,0.3250489,0.00043646025,0.001775475,3.8303023e-7,0.00090449076,0.0000059759955,0.064078316,0.00006665982,0.0019673272,0.6042277],"study_design_scores_gemma":[0.0004999913,0.0003849578,0.5475982,0.00008868977,0.00032015782,0.000003417785,0.0029150627,0.0008476475,0.44647285,0.0005246833,0.00024653642,0.00009782236],"about_ca_topic_score_codex":0.00013016,"about_ca_topic_score_gemma":0.0000028937504,"teacher_disagreement_score":0.6041299,"about_ca_system_score_codex":0.00002642769,"about_ca_system_score_gemma":0.00006986005,"threshold_uncertainty_score":0.9993795},"labels":[],"label_agreement":null},{"id":"W2517022178","doi":"10.1089/ham.2016.0027","title":"Association of Cardiovascular Disease and Sleep Apnea at Different Altitudes","year":2016,"lang":"en","type":"article","venue":"High Altitude Medicine & Biology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)","keywords":"Medicine; Overweight; Internal medicine; Obesity; Obstructive sleep apnea; Effects of high altitude on humans; Sleep apnea; Altitude (triangle); Cardiology; Physical therapy","score_opus":0.015702735065666187,"score_gpt":0.2763562063325423,"score_spread":0.26065347126687616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517022178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97803974,0.009265425,0.0019981686,0.009283489,0.00042913115,0.00058955007,0.000047121343,0.00005479679,0.0002925626],"genre_scores_gemma":[0.9973113,0.0013507239,0.000096331,0.00015410308,0.0004912529,0.000049615897,0.00005461781,0.000025765585,0.00046629232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977944,0.00024553528,0.00041286927,0.00052336237,0.0005655387,0.00045827596],"domain_scores_gemma":[0.9981573,0.00041479417,0.00015868508,0.00057551713,0.00027809222,0.00041556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050190545,0.00023842951,0.00085007685,0.00021790071,0.000073491414,0.0000023852824,0.00013210157,0.00016002094,0.0006569918],"category_scores_gemma":[0.0012741354,0.0001296287,0.00016588779,0.00013706798,0.00061291707,0.000042685275,0.00021453925,0.0001482247,0.00003525509],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065778894,0.00017289515,0.8547505,0.00022606166,0.0038391422,0.00005173754,0.00009530855,0.0000015436143,0.0957675,0.002229439,0.0004177998,0.04179028],"study_design_scores_gemma":[0.008362351,0.0011448502,0.96618915,0.00014536871,0.0018132904,0.00002322965,0.000025125386,0.000069539565,0.005808373,0.0006265458,0.0155818835,0.00021028184],"about_ca_topic_score_codex":0.00018427998,"about_ca_topic_score_gemma":0.000030405708,"teacher_disagreement_score":0.111438654,"about_ca_system_score_codex":0.00038457566,"about_ca_system_score_gemma":0.000019200803,"threshold_uncertainty_score":0.71935993},"labels":[],"label_agreement":null},{"id":"W2518038053","doi":"10.5664/jcsm.6114","title":"Dentistry and Obstructive Sleep Apnea","year":2016,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep (system call); Sleep apnea; Dentistry; Sleep apnea syndromes; Polysomnography; Apnea; Internal medicine","score_opus":0.06633720814190583,"score_gpt":0.412563507043502,"score_spread":0.3462262989015962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518038053","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02909787,0.00419652,0.0019975863,0.9487286,0.010609711,0.00070966285,0.00004375657,0.00003991855,0.004576384],"genre_scores_gemma":[0.09531454,0.0024189244,0.003615824,0.6651689,0.22675404,0.00002157153,0.000096956,0.00043714637,0.0061721383],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901245,0.0007735166,0.0043074535,0.00081540196,0.0030346964,0.0009443824],"domain_scores_gemma":[0.9874792,0.0054110773,0.003074202,0.0008767464,0.002054836,0.0011039373],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004044867,0.00070754817,0.0039047021,0.0007446339,0.000106859916,0.000035070618,0.0006911239,0.002099902,0.0018671765],"category_scores_gemma":[0.012720537,0.0004118593,0.0008882604,0.00035447575,0.0025766839,0.00025404722,0.00029408617,0.009433258,0.00011831986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015250714,0.00013139073,0.029110784,0.00062185834,0.0026892754,0.025793098,0.00007451633,9.972094e-8,0.00021518204,0.00004068721,0.54145557,0.39834246],"study_design_scores_gemma":[0.016154535,0.0047255694,0.07101958,0.0016532548,0.0027840112,0.015388044,0.00013827307,0.00005093478,0.00008676733,0.0018875323,0.8855866,0.00052487716],"about_ca_topic_score_codex":0.000010313824,"about_ca_topic_score_gemma":0.0000012801416,"teacher_disagreement_score":0.39781758,"about_ca_system_score_codex":0.00019372656,"about_ca_system_score_gemma":0.00021009304,"threshold_uncertainty_score":0.99983335},"labels":[],"label_agreement":null},{"id":"W2519113410","doi":"10.1007/s12070-016-1020-2","title":"Combined Expansion Pharyngoplasty and Anterior Palatoplasty for the Treatment of OSA","year":2016,"lang":"en","type":"article","venue":"Indian Journal of Otolaryngology and Head & Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Palatoplasty; Medicine; Otorhinolaryngology; Head and neck surgery; Dentistry; Surgery","score_opus":0.024747557796537936,"score_gpt":0.2957494882404885,"score_spread":0.2710019304439506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519113410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99457955,0.0020126908,0.00012089749,0.0025615927,0.00030796413,0.00038211892,0.000022187327,0.000004666174,0.000008336445],"genre_scores_gemma":[0.9969195,0.0026023337,0.00018712628,0.00008232741,0.00013473918,0.000014948906,0.0000016492859,0.000015636931,0.000041736435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998772,0.000107370855,0.00051208184,0.00016074564,0.00016496207,0.00028283108],"domain_scores_gemma":[0.9969756,0.0021576714,0.0002926857,0.00016246364,0.00020078906,0.00021078308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048242044,0.00015180955,0.0006824412,0.00027320153,0.000120095014,0.000008620046,0.000053444975,0.00012143358,0.0000720655],"category_scores_gemma":[0.00023702426,0.000074801465,0.00020026612,0.00008861566,0.00041304383,0.00013211896,0.00002070296,0.00012595643,0.0000018969674],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037465666,0.0002596666,0.8923628,0.000110733126,0.00035141755,0.00046879667,0.00042710092,4.3217394e-8,0.016676085,0.000021348449,0.000075492455,0.085499994],"study_design_scores_gemma":[0.0051777144,0.0031893977,0.97579044,0.0003287024,0.00012741944,0.0030090013,0.0000921395,0.0000122350275,0.010767895,0.000080821796,0.0013456057,0.00007865395],"about_ca_topic_score_codex":0.0000063839984,"about_ca_topic_score_gemma":0.000008476055,"teacher_disagreement_score":0.08542134,"about_ca_system_score_codex":0.00004179013,"about_ca_system_score_gemma":0.00011706709,"threshold_uncertainty_score":0.3050315},"labels":[],"label_agreement":null},{"id":"W2521626508","doi":"10.11159/icbes16.117","title":"A Time-Series Approach to Predict Obstructive Sleep Apnea (OSA) Episodes","year":2016,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Series (stratigraphy); Sleep (system call); Computer science; Medicine; Time series; Sleep apnea; Internal medicine; Machine learning","score_opus":0.007884103529609433,"score_gpt":0.2168509083849259,"score_spread":0.20896680485531646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521626508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99234253,0.00022301583,0.003503159,0.00080471474,0.000594395,0.0008372717,0.0000056878475,0.00010477767,0.0015844632],"genre_scores_gemma":[0.99717,0.0000042948636,0.0017871808,0.000021977672,0.0001521754,0.0000374597,6.609854e-8,0.000012666844,0.0008142146],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984262,0.0000061417927,0.00020421203,0.00043709358,0.0005432041,0.00038314387],"domain_scores_gemma":[0.99917346,0.00009409626,0.000065744665,0.00012758782,0.00028222724,0.00025685685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003523111,0.0001654023,0.00031015964,0.00034720544,0.0001346444,0.00010337671,0.00031052483,0.00003554937,6.4766243e-7],"category_scores_gemma":[0.00017416301,0.00008976511,0.000038411014,0.0010115317,0.000402291,0.00020467164,0.00021909986,0.00015736511,0.0000013322987],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001417058,0.00053271593,0.04664256,0.0019363752,0.00052127434,0.000010460644,0.0012003481,0.001347909,0.4377041,0.2875729,0.0013712205,0.21974307],"study_design_scores_gemma":[0.001389992,0.0011917298,0.06199629,0.00088629185,0.000053722226,0.0003723861,0.000052388452,0.88676494,0.04540832,0.00008431719,0.0013486389,0.00045095506],"about_ca_topic_score_codex":0.0000042012207,"about_ca_topic_score_gemma":7.43677e-8,"teacher_disagreement_score":0.88541704,"about_ca_system_score_codex":0.00007134485,"about_ca_system_score_gemma":0.000017883332,"threshold_uncertainty_score":0.3660515},"labels":[],"label_agreement":null},{"id":"W2521680805","doi":"10.1097/hco.0000000000000329","title":"Cardiovascular consequences of obstructive sleep apnea","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; St. Paul's Hospital; Canadian Sleep & Circadian Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Positive airway pressure; Continuous positive airway pressure; Blood pressure; Atrial fibrillation; Randomized controlled trial; Intensive care medicine; Heart failure; Internal medicine; Clinical trial; Cardiology; Diabetes mellitus; Sleep apnea; Endocrinology","score_opus":0.11306182548856042,"score_gpt":0.4097088759706803,"score_spread":0.29664705048211987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521680805","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013108189,0.98689324,0.00062972296,0.000024413623,0.009271227,0.0018067327,0.00029459127,0.00003498713,0.0010319687],"genre_scores_gemma":[0.00037432858,0.9972404,0.00008628452,0.0000012157599,0.0015936446,0.00040687562,0.00022135477,0.00006721057,0.000008681012],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950574,0.0013653705,0.0012289808,0.0010230497,0.00064981467,0.0006753647],"domain_scores_gemma":[0.9971324,0.00068177714,0.00041619228,0.0011986645,0.00037331085,0.00019760564],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009149358,0.0005885821,0.0056361994,0.00094809115,0.00003800462,0.000007250297,0.0004583892,0.00066793093,0.000078159705],"category_scores_gemma":[0.0007202339,0.00041235803,0.0025707642,0.0006550701,0.0015006955,0.00006609755,0.00030731395,0.0010445408,0.00014108428],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031592946,0.00002962695,0.0007555368,0.025580112,0.00224622,0.000026127334,0.000022953356,0.0000018471002,0.0000022535203,0.00075797207,0.00009672103,0.97044903],"study_design_scores_gemma":[0.0010293546,0.00015016328,0.00033102385,0.013197965,0.000693307,0.00078949146,0.00003495619,0.000001917562,0.0000056007448,0.00023046228,0.983178,0.00035772935],"about_ca_topic_score_codex":0.000010357,"about_ca_topic_score_gemma":1.1449937e-7,"teacher_disagreement_score":0.9830813,"about_ca_system_score_codex":0.00052157015,"about_ca_system_score_gemma":0.00042455344,"threshold_uncertainty_score":0.9998328},"labels":[],"label_agreement":null},{"id":"W2521922240","doi":"10.1016/j.cjca.2015.07.468","title":"PROGRESSION OF PAROXYSMAL TO PERSISTENT AF IN PATIENTS AWAITING AF ABLATION","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Canadian Rheumatology Association","funders":"","keywords":"Medicine; Ablation; Atrial fibrillation; Cardiology; Internal medicine; Population; Paroxysmal atrial fibrillation; Retrospective cohort study; Catheter ablation","score_opus":0.036425167253979034,"score_gpt":0.3029139214622544,"score_spread":0.26648875420827534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521922240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99542534,0.00021681332,0.00015023089,0.0006840156,0.00033779486,0.00021910876,0.0000063476014,0.000001296413,0.0029590728],"genre_scores_gemma":[0.9991426,0.0000013039894,0.00050129107,0.00003801574,0.00029058137,0.0000021856836,0.00000538866,0.00000945633,0.000009181865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882984,0.00015851353,0.0003477159,0.00009932265,0.0002739245,0.00029065355],"domain_scores_gemma":[0.99813926,0.00003336574,0.00013432055,0.000108621134,0.000787097,0.0007973286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006628847,0.00007118644,0.00035986226,0.00055124523,0.000021476444,0.0000051407646,0.000093025476,0.00008693116,0.000010892869],"category_scores_gemma":[0.0009712036,0.000061272214,0.00011216174,0.00020351209,0.000085590866,0.000057903464,0.000016209318,0.00023539062,0.000005299789],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027394065,0.000005265622,0.9736513,0.00001576383,0.00007190289,0.000102103346,0.0004992439,0.0009980914,0.00020931808,0.00003175661,0.00048808922,0.02365322],"study_design_scores_gemma":[0.0027954543,0.0022771955,0.9884811,0.00011900884,0.000048456815,0.00014952561,0.0010355912,0.00009662013,0.00031575724,0.000036358328,0.00457114,0.00007377794],"about_ca_topic_score_codex":0.00031632264,"about_ca_topic_score_gemma":0.00035833495,"teacher_disagreement_score":0.023579443,"about_ca_system_score_codex":0.00053734507,"about_ca_system_score_gemma":0.00065356726,"threshold_uncertainty_score":0.24986085},"labels":[],"label_agreement":null},{"id":"W2522907459","doi":"10.13175/swjpcc082-16","title":"Obstructive sleep apnea and quality of life: comparison of the SAQLI, FOSQ, and SF-36 questionnaires","year":2016,"lang":"en","type":"article","venue":"Southwest Journal of Pulmonary and Critical Care","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Obstructive sleep apnea; Quality of life (healthcare); Physical therapy; Internal medicine; Apnea–hypopnea index; Apnea; Sleep apnea; Polysomnography","score_opus":0.044050880217427556,"score_gpt":0.34907257441132034,"score_spread":0.3050216941938928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522907459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892172,0.008154326,0.0002489467,0.0017827569,0.00013504407,0.00013459072,0.00009134181,0.000003886987,0.00023188037],"genre_scores_gemma":[0.9995052,0.00003484449,0.00028398455,0.00003070507,0.00012552377,0.0000016211686,8.051598e-7,0.0000112099815,0.0000060830403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820787,0.00030066242,0.00060425716,0.00017826018,0.00051358767,0.00019536621],"domain_scores_gemma":[0.99767405,0.00077481545,0.00020358876,0.00017455663,0.0008681444,0.00030483352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000364339,0.00013971508,0.0005443466,0.00008983584,0.00010455649,0.000012708909,0.00010268362,0.000110893634,0.000024139898],"category_scores_gemma":[0.0022236984,0.00007740568,0.00010947007,0.00011029808,0.0015995479,0.00016300537,0.00013036093,0.0002896734,2.847155e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011791743,0.0001222502,0.9469725,0.00083398045,0.00008220575,0.000020828391,0.0020037794,2.6183304e-7,0.0145948585,0.005128103,0.0000031510856,0.029058926],"study_design_scores_gemma":[0.0012063999,0.00055785157,0.9710155,0.0003724691,0.00016837599,0.00020818885,0.019712346,0.00002619693,0.0036841875,0.002938793,0.000015116305,0.00009456356],"about_ca_topic_score_codex":0.000035362813,"about_ca_topic_score_gemma":0.000013085751,"teacher_disagreement_score":0.028964361,"about_ca_system_score_codex":0.000032838638,"about_ca_system_score_gemma":0.000056368874,"threshold_uncertainty_score":0.5893601},"labels":[],"label_agreement":null},{"id":"W2522943991","doi":"10.11159/icbes16.142","title":"Obstructive Sleep Apnea Severity Multiclass Classification Using Analysis of Snoring Sounds","year":2016,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Prince of Songkla University","keywords":"Obstructive sleep apnea; Sleep apnea; Computer science; Apnea; Medicine; Sleep (system call); Speech recognition; Audiology; Cardiology; Internal medicine","score_opus":0.018014489760039838,"score_gpt":0.2606394167233366,"score_spread":0.2426249269632968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522943991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957072,0.00006986453,0.0036062805,0.00007551326,0.00025497473,0.00018278058,0.0000022601846,0.000019355015,0.000081732636],"genre_scores_gemma":[0.9989222,0.000004116191,0.0009519083,0.000004254815,0.000052770214,0.000005649716,5.2929835e-8,0.000006507507,0.000052486368],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99869984,0.0000068171807,0.00025136906,0.00032440407,0.00047254062,0.00024500926],"domain_scores_gemma":[0.9990548,0.00015198915,0.00014807306,0.00011807106,0.00040939267,0.000117710886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003770959,0.00011715608,0.00033936865,0.0006218797,0.000102712336,0.000054168504,0.000199332,0.000033470493,5.034023e-7],"category_scores_gemma":[0.0001531447,0.00006914938,0.00006056384,0.0021181265,0.00031390748,0.00015872114,0.00011638031,0.00012667014,8.2853205e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014026361,0.00010536064,0.23259996,0.00040679905,0.0006631934,0.0000012891268,0.00024934474,0.0017445221,0.6860824,0.030074932,0.0000059527447,0.047925986],"study_design_scores_gemma":[0.00025361177,0.0000629421,0.18954152,0.00012435773,0.00011055727,0.000011860527,0.00001627117,0.7980364,0.01175111,0.000008924282,0.000012088157,0.00007034735],"about_ca_topic_score_codex":0.000018940675,"about_ca_topic_score_gemma":4.663456e-7,"teacher_disagreement_score":0.7962919,"about_ca_system_score_codex":0.00010988895,"about_ca_system_score_gemma":0.000016729782,"threshold_uncertainty_score":0.281983},"labels":[],"label_agreement":null},{"id":"W2523829808","doi":"10.1016/j.cjca.2016.07.328","title":"THE EFFECT OF ROUTINE TESTING OF SLEEP APNEA IN PATIENTS WITH ATRIAL FIBRILLATION","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Obstructive sleep apnea; Incidence (geometry); Ambulatory; Sleep apnea; Cardiology; Population; Internal medicine; Clinical trial; Apnea","score_opus":0.009965371935586885,"score_gpt":0.24493454160389716,"score_spread":0.23496916966831027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523829808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99843675,0.00015831036,0.00024245145,0.00023859067,0.00018722184,0.00020413035,0.000010428106,8.220275e-7,0.0005213],"genre_scores_gemma":[0.99948263,0.0000017452131,0.00007309618,0.00000192572,0.00042558272,3.0783025e-7,9.826609e-7,0.000009072912,0.0000046402624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988623,0.0002870491,0.0003578846,0.0000725795,0.00019026703,0.00022988285],"domain_scores_gemma":[0.99797904,0.0009626871,0.0002586827,0.00013852857,0.0004803449,0.00018069995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080616993,0.000071434326,0.00042885236,0.00024047389,0.000030103307,0.000002449961,0.000091460475,0.00006328589,0.0000048179154],"category_scores_gemma":[0.0030432334,0.00003404294,0.000109574685,0.00019872522,0.00026805798,0.000040948893,0.000009482865,0.00013164428,8.6821e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010053768,2.5794014e-7,0.9103639,0.000013357522,0.000147106,0.000016184807,0.000018416375,0.00031420076,0.00036461613,0.000011660706,0.000012381159,0.087732546],"study_design_scores_gemma":[0.005438252,0.0033254821,0.98958385,0.00007937319,0.00007031779,0.00006149134,0.000012934046,0.0000298216,0.0009162875,0.00001759694,0.0004284397,0.00003616541],"about_ca_topic_score_codex":0.00029557603,"about_ca_topic_score_gemma":0.00030695763,"teacher_disagreement_score":0.08769638,"about_ca_system_score_codex":0.00016296364,"about_ca_system_score_gemma":0.00023195853,"threshold_uncertainty_score":0.36432543},"labels":[],"label_agreement":null},{"id":"W2525256676","doi":"10.1152/japplphysiol.00487.2015","title":"Effects of repetitive transcranial magnetic stimulation of upper airway muscles during sleep in obstructive sleep apnea patients","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Non-rapid eye movement sleep; Anesthesia; Medicine; Transcranial magnetic stimulation; Stimulation; Obstructive sleep apnea; Wakefulness; Polysomnography; Genioglossus; Apnea; Sleep (system call); Psychology; Electroencephalography; Internal medicine","score_opus":0.004597290297120035,"score_gpt":0.2327450254007052,"score_spread":0.2281477351035852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525256676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986783,0.00005855595,0.0001806882,0.000043651424,0.00016979782,0.00058229646,0.000011370068,0.000004874618,0.0002704445],"genre_scores_gemma":[0.9991252,0.000020116455,0.0006505866,0.000011048066,0.00014637702,0.000012239461,0.000002687115,0.0000266386,0.0000051165307],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9980875,0.00012624825,0.0007947893,0.00024521627,0.0004434291,0.00030278464],"domain_scores_gemma":[0.9981438,0.00051511684,0.0005684316,0.0001824304,0.00048308194,0.000107150685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016411753,0.00018773715,0.00076305255,0.00046142028,0.000024942268,0.0000018136931,0.00015234131,0.00015841125,0.00013152989],"category_scores_gemma":[0.00018136943,0.00012983734,0.00018592308,0.0002575581,0.00033595425,0.00010631386,0.00004770436,0.00030073774,0.0000047667495],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008301291,0.0005115395,0.0152292345,0.0003307602,0.00014360144,0.000013607767,0.000813082,0.00010945253,0.93876463,0.00021376973,7.19283e-7,0.035568282],"study_design_scores_gemma":[0.008682079,0.0010679183,0.65186286,0.00011044195,0.00007972121,0.000006225866,0.00009693659,0.000053802567,0.33719242,0.00077104184,0.0000021872156,0.00007437681],"about_ca_topic_score_codex":0.0000064551205,"about_ca_topic_score_gemma":0.0000012316771,"teacher_disagreement_score":0.63663363,"about_ca_system_score_codex":0.00014964245,"about_ca_system_score_gemma":0.000032959288,"threshold_uncertainty_score":0.52946126},"labels":[],"label_agreement":null},{"id":"W2528548673","doi":"10.1161/hypertensionaha.116.08212","title":"Arousal From Sleep and Sympathetic Excitation During Wakefulness","year":2016,"lang":"en","type":"article","venue":"Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Mount Sinai Hospital","funders":"","keywords":"Apnea; Medicine; Polysomnography; Anesthesia; Obstructive sleep apnea; Sleep apnea; Arousal; Hypopnea; Internal medicine; Psychology; Neuroscience","score_opus":0.021559272771324724,"score_gpt":0.24766459207590322,"score_spread":0.2261053193045785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528548673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99781156,0.00018674156,0.00040314332,0.0010180554,0.00013589587,0.00018921924,0.000006204032,0.00006032486,0.00018883668],"genre_scores_gemma":[0.99917406,0.000023414634,0.0004232921,0.00008024513,0.00014138887,0.000011162674,0.0000071288882,0.000024734652,0.00011454772],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99904495,0.000043800777,0.00012872869,0.0002892046,0.00028601577,0.00020728844],"domain_scores_gemma":[0.99934876,0.00012277366,0.000028803384,0.00023316639,0.00013084519,0.00013567143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000077289624,0.000103517974,0.00018147672,0.000093814786,0.00007714198,0.000011622825,0.000037055248,0.00007304604,0.00009416623],"category_scores_gemma":[0.00017970437,0.00006339785,0.0000331257,0.00008005741,0.00009134314,0.0001079101,0.00005846189,0.00008421688,0.00013939838],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015673328,0.000049889786,0.023764769,0.000021398953,0.000027984212,0.00012501905,0.000096002215,1.0728747e-7,0.9037905,0.00007346136,0.000017421919,0.07187673],"study_design_scores_gemma":[0.0039305603,0.00016125101,0.8628433,0.00021273523,0.000073824354,0.00027321198,0.00017204898,0.000852999,0.13007843,0.001039788,0.0002072688,0.0001546129],"about_ca_topic_score_codex":0.000032949236,"about_ca_topic_score_gemma":0.0000033978822,"teacher_disagreement_score":0.8390785,"about_ca_system_score_codex":0.000057399302,"about_ca_system_score_gemma":0.0000073338656,"threshold_uncertainty_score":0.25852892},"labels":[],"label_agreement":null},{"id":"W2528983445","doi":"10.15331/jdsm.6250","title":"Predicting Therapeutic Outcome of Mandibular Advancement Device Treatment in Obstructive Sleep Apnoea (PROMAD): Study Design and Baseline Characteristics","year":2016,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of Calgary","funders":"","keywords":"Sleep (system call); Baseline (sea); Medicine; Outcome (game theory); Oral appliance; Audiology; Obstructive sleep apnea; Anesthesia; Computer science; Mathematics","score_opus":0.04060184908204194,"score_gpt":0.34161273508759077,"score_spread":0.3010108860055488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528983445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865563,0.0011476713,0.009458756,0.00089840655,0.0003563809,0.0015234677,0.000008582825,0.000010086799,0.000040377035],"genre_scores_gemma":[0.9974478,0.00022190547,0.0018031844,0.000071486575,0.00033392446,0.00002729188,0.0000033348115,0.000040900195,0.00005017505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99618316,0.00039098054,0.0015696926,0.0003301025,0.0011308214,0.00039527388],"domain_scores_gemma":[0.9974709,0.0006848272,0.0008353239,0.00029702653,0.00038094225,0.00033096585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016874782,0.00033624252,0.0011758643,0.0004973831,0.000055970813,0.000008076449,0.00017766739,0.00008688091,0.00022162287],"category_scores_gemma":[0.00069572066,0.00018791719,0.00010333561,0.00035666686,0.0002900224,0.00023281579,0.00009358798,0.0002984491,0.0000035666367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024926867,0.0011915196,0.8538067,0.00007182217,0.000588999,0.0007743368,0.0010622599,0.000007583693,0.023430431,0.000008293579,0.0000012938104,0.1165641],"study_design_scores_gemma":[0.024157126,0.015055269,0.9482326,0.00055080367,0.00094667776,0.00087996485,0.0042664013,0.0009829705,0.0045917034,0.000058277412,0.00009302126,0.00018517504],"about_ca_topic_score_codex":0.000060191254,"about_ca_topic_score_gemma":0.000030727904,"teacher_disagreement_score":0.116378926,"about_ca_system_score_codex":0.0008009249,"about_ca_system_score_gemma":0.000036052425,"threshold_uncertainty_score":0.766304},"labels":[],"label_agreement":null},{"id":"W2529265457","doi":"10.1016/j.jstrokecerebrovasdis.2016.09.001","title":"Unattended Hospital and Home Sleep Apnea Testing Following Cerebrovascular Events","year":2016,"lang":"en","type":"article","venue":"Journal of Stroke and Cerebrovascular Diseases","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Interquartile range; Polysomnography; Continuous positive airway pressure; Obstructive sleep apnea; Ambulatory; Sleep apnea; Stroke (engine); Modified Rankin Scale; Apnea; Sleep (system call); Anesthesia; Body mass index; Sleep study; Internal medicine; Cardiology; Physical therapy; Ischemic stroke","score_opus":0.009510260179032068,"score_gpt":0.24363139851275048,"score_spread":0.23412113833371842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529265457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934207,0.0042033945,0.000940952,0.00068041583,0.0002626901,0.0003065065,0.000026564396,0.000027894373,0.00013084308],"genre_scores_gemma":[0.99795884,0.00022408177,0.0011938014,0.00005915095,0.00038395842,0.000007107408,0.0000027495348,0.000049659495,0.00012064954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733096,0.0001240792,0.0005393255,0.00038185582,0.0011296835,0.0004940694],"domain_scores_gemma":[0.9980019,0.00024038932,0.00025484365,0.00034229684,0.0004147153,0.0007458605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041994892,0.00029702927,0.0007015913,0.0003412233,0.00016822615,0.000060399874,0.0001695741,0.00010417864,0.00009091131],"category_scores_gemma":[0.0008708021,0.00019171774,0.0006883163,0.00022726675,0.00018103504,0.00052086374,0.0001663215,0.000272664,0.000010444813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093980845,0.00026569143,0.91560394,0.00014923695,0.0021849677,0.00015043843,0.000057079444,8.6416566e-7,0.0057277144,0.000027240922,0.000047656027,0.075691216],"study_design_scores_gemma":[0.00904142,0.0010915699,0.98429734,0.00040256683,0.0016504888,0.0006022983,0.0004964205,0.00006846173,0.0013883768,0.00031000478,0.00034620942,0.00030485998],"about_ca_topic_score_codex":0.000011843769,"about_ca_topic_score_gemma":8.1182696e-7,"teacher_disagreement_score":0.07538635,"about_ca_system_score_codex":0.00011014102,"about_ca_system_score_gemma":0.00008314182,"threshold_uncertainty_score":0.78180224},"labels":[],"label_agreement":null},{"id":"W2529886516","doi":"10.1371/journal.pone.0164031","title":"Abnormal Intrinsic Functional Hubs in Severe Male Obstructive Sleep Apnea: Evidence from a Voxel-Wise Degree Centrality Analysis","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Centrality; Obstructive sleep apnea; Degree (music); Voxel; Sleep apnea; Medicine; Neuroscience; Cardiology; Biology; Physics; Mathematics; Statistics; Radiology","score_opus":0.0957306147240855,"score_gpt":0.2763153438911129,"score_spread":0.1805847291670274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529886516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99492687,0.00035024603,0.001336298,0.0015773628,0.00008204162,0.0006571681,0.00017895791,0.000063216256,0.00082782866],"genre_scores_gemma":[0.99528533,0.000056950154,0.003229891,0.000081211874,0.00035219104,0.00009168839,0.00005557683,0.000032624575,0.0008145154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99615467,0.0002670282,0.00054418604,0.00085159054,0.0014498084,0.00073269237],"domain_scores_gemma":[0.9973083,0.0007994058,0.00015671631,0.0007940816,0.00053777226,0.0004037254],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038990693,0.00030423873,0.0007839295,0.0005646341,0.000093088514,0.000033441607,0.00026947033,0.00019627594,0.009283997],"category_scores_gemma":[0.0013907386,0.00023507088,0.00024369055,0.0014914899,0.00031590328,0.00060362095,0.00024652737,0.00050859305,0.00082118437],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015958559,0.0011272909,0.93632764,0.000075525255,0.0033973777,0.00017266588,0.00024826586,0.00000824011,0.035994105,0.000046562553,0.000021705027,0.020984774],"study_design_scores_gemma":[0.0027688548,0.00015731444,0.97500926,0.00027871304,0.001571352,0.000016691029,0.00015739152,0.0009101533,0.01860779,0.00023615654,0.000009312544,0.00027701905],"about_ca_topic_score_codex":0.0006296971,"about_ca_topic_score_gemma":0.0005172494,"teacher_disagreement_score":0.03868162,"about_ca_system_score_codex":0.00082652865,"about_ca_system_score_gemma":0.00009827786,"threshold_uncertainty_score":0.9999568},"labels":[],"label_agreement":null},{"id":"W253046977","doi":"10.1111/j.1742-1241.2001.tb11133.x","title":"THE NATURAL HISTORY AND ASSOCIATIONS OF SLEEP DISORDERED BREATHING IN FIRST EVER STROKE","year":2001,"lang":"en","type":"article","venue":"International Journal of Clinical Practice","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Stroke (engine); Sleep disordered breathing; Natural history; Breathing; Pediatrics; Cardiology; Internal medicine; Obstructive sleep apnea; Psychiatry","score_opus":0.06716360724962676,"score_gpt":0.4444895735997537,"score_spread":0.37732596635012694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W253046977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93723935,0.0033957355,0.0005600414,0.047259267,0.00296002,0.00017182974,0.000007776574,0.000005326485,0.0084006665],"genre_scores_gemma":[0.9955718,0.0011064488,0.002233081,0.00039542108,0.00044257162,0.0000010400424,0.0000015688953,0.000008106418,0.0002399625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997446,0.0002828698,0.0010707489,0.00010310837,0.0009783151,0.00011893214],"domain_scores_gemma":[0.987805,0.009477897,0.0010349584,0.000103898434,0.0014904599,0.00008775519],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0030484893,0.0000664394,0.0002611664,0.00013444501,0.000039371855,0.00002298408,0.00023420012,0.00007449221,0.00005366512],"category_scores_gemma":[0.044020444,0.000046659898,0.00014808126,0.00007312745,0.00017152721,0.00053198705,0.000078231715,0.0010285142,0.0000036749732],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004499548,0.0011415664,0.845764,0.000011332545,0.00122441,0.00085736765,0.00069384003,0.000020267462,0.0002519826,0.0017486389,0.0009157718,0.1428713],"study_design_scores_gemma":[0.00402043,0.00026894975,0.89291763,0.00006454533,0.00011404791,0.0008865579,0.00077523495,0.0018033702,0.000013764046,0.00037304356,0.09870247,0.00005994016],"about_ca_topic_score_codex":0.00010927231,"about_ca_topic_score_gemma":0.00011682641,"teacher_disagreement_score":0.14281136,"about_ca_system_score_codex":0.0003336316,"about_ca_system_score_gemma":0.00014558501,"threshold_uncertainty_score":0.9640322},"labels":[],"label_agreement":null},{"id":"W2532599984","doi":"10.1109/embc.2016.7591174","title":"Distinguishing obstructive from central sleep apneas and hypopneas using linear SVM and acoustic features","year":2016,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute","funders":"","keywords":"Obstructive sleep apnea; Support vector machine; Sleep apnea; Medicine; Speech recognition; Expiration; Respiratory sounds; Computer science; Apnea; Audiology; Pattern recognition (psychology); Respiratory system; Artificial intelligence; Cardiology; Internal medicine; Asthma","score_opus":0.022595155186174297,"score_gpt":0.2914302880773658,"score_spread":0.26883513289119154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2532599984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893694,0.0006202252,0.0074801114,0.00068145146,0.0002389544,0.00037760392,0.00007328795,0.00009267793,0.0010663233],"genre_scores_gemma":[0.9808058,0.000025900366,0.01822862,0.00011091855,0.000528982,0.0000046810997,0.000009845374,0.00004638832,0.00023884604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980583,0.00007384292,0.00023548496,0.00059618894,0.0004396616,0.000596518],"domain_scores_gemma":[0.9984559,0.0004994103,0.00007502552,0.0002915298,0.00020652488,0.00047161218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012997862,0.0002598029,0.00037779147,0.00011857547,0.00018603417,0.00007379676,0.0000941226,0.00014835449,0.00017056554],"category_scores_gemma":[0.0016698915,0.00016767859,0.000055485507,0.00014214589,0.0004501859,0.00023168573,0.00023233173,0.00029000104,0.000008356181],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006129929,0.00008681171,0.54581654,0.00010178378,0.00042189966,0.00027055963,0.00090041396,0.000009208057,0.3412333,0.0008379408,0.000057044774,0.10965152],"study_design_scores_gemma":[0.0036168727,0.00016176539,0.9644415,0.00019037892,0.0002999116,0.000309428,0.0007983621,0.010324282,0.017871987,0.0014184979,0.00017601062,0.0003910553],"about_ca_topic_score_codex":0.0007356216,"about_ca_topic_score_gemma":0.000085133775,"teacher_disagreement_score":0.41862494,"about_ca_system_score_codex":0.00020007452,"about_ca_system_score_gemma":0.00003477648,"threshold_uncertainty_score":0.68377346},"labels":[],"label_agreement":null},{"id":"W2532925814","doi":"10.1111/jsr.12465","title":"Validity of administrative data for identification of obstructive sleep apnea","year":2016,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Alberta Heritage Foundation for Medical Research; F. Hoffmann-La Roche","keywords":"Respiratory disturbance index; Obstructive sleep apnea; Medicine; Diagnosis code; Retrospective cohort study; Cohort; Positive predicative value; Predictive value; Criterion validity; Sleep apnea; Population; Algorithm; Sleep disorder; Emergency medicine; Cohort study; Pediatrics; Internal medicine; Apnea; Polysomnography; Surgery; Psychiatry; Computer science; Insomnia","score_opus":0.2752439694202323,"score_gpt":0.474974202982585,"score_spread":0.1997302335623527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2532925814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96292114,0.0002656173,0.0311498,0.0025733577,0.0003498082,0.0013016876,0.00077955064,0.0000073826245,0.0006516672],"genre_scores_gemma":[0.9952696,0.00006911192,0.0039911084,0.000004404234,0.0003904401,0.000016894177,0.000021288384,0.00003338889,0.00020379123],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9946248,0.00057878596,0.0014199958,0.00039711455,0.0024683657,0.0005109166],"domain_scores_gemma":[0.9869541,0.0028944141,0.0009984822,0.001197276,0.007634982,0.00032075073],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008076068,0.00016232386,0.00069426093,0.0008655561,0.00010423721,0.0000239632,0.0011336278,0.00015848281,0.00017908057],"category_scores_gemma":[0.011621213,0.00010649083,0.00022887166,0.00073989,0.0010807321,0.0006415246,0.00038239048,0.0005844829,0.000012240591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057970746,0.0010030955,0.029077,0.00062623684,0.0009838948,0.000056228284,0.00054915465,0.000002990361,0.8342643,0.0019122029,0.0008592204,0.1248686],"study_design_scores_gemma":[0.006589557,0.0048714597,0.1375901,0.00032959745,0.00026680995,0.00021951126,0.0026844349,0.0013849509,0.83926904,0.0054116873,0.0011978912,0.00018496701],"about_ca_topic_score_codex":0.000012550667,"about_ca_topic_score_gemma":0.0000050817785,"teacher_disagreement_score":0.12468363,"about_ca_system_score_codex":0.00029087026,"about_ca_system_score_gemma":0.00039895574,"threshold_uncertainty_score":0.99670434},"labels":[],"label_agreement":null},{"id":"W2533059353","doi":"10.1109/embc.2016.7591408","title":"Identifying individual sleep apnea/hypoapnea epochs using smartphone-based pulse oximetry","year":2016,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Pulse oximetry; Sleep apnea; Computer science; Sleep (system call); Apnea; Medicine; Cardiology; Anesthesia; Operating system","score_opus":0.06383334895862512,"score_gpt":0.33640858901539716,"score_spread":0.27257524005677203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533059353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88105565,0.000149953,0.111895375,0.001094647,0.0005096096,0.0006123145,0.000032285363,0.00023463283,0.0044155214],"genre_scores_gemma":[0.9799939,0.0000018647665,0.018408777,0.00046935232,0.00035748773,0.000024546584,0.000021910524,0.00009396994,0.00062820653],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99619913,0.00016710185,0.0005404362,0.00072869164,0.0014014427,0.00096320943],"domain_scores_gemma":[0.9977849,0.00037669286,0.00013527197,0.0008336181,0.00033559478,0.00053391623],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00077962544,0.00035293147,0.00049753615,0.00071699545,0.00021929774,0.00010714444,0.00034798897,0.00023000783,0.004604334],"category_scores_gemma":[0.0006816447,0.00023928094,0.00024974375,0.00082532846,0.00034765783,0.00038308254,0.00027350153,0.00037400442,0.0008210359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039912076,0.00036741712,0.21130791,0.00016004068,0.0004307777,0.00026564038,0.000109219065,0.000004886829,0.56230533,0.00036464067,0.0001748011,0.22411022],"study_design_scores_gemma":[0.012703416,0.00045972483,0.2410572,0.00020069176,0.00049825467,0.00032909532,0.00055561494,0.009146974,0.73307073,0.00052666455,0.0005619416,0.000889678],"about_ca_topic_score_codex":0.00011649799,"about_ca_topic_score_gemma":0.000013634885,"teacher_disagreement_score":0.22322054,"about_ca_system_score_codex":0.0003715064,"about_ca_system_score_gemma":0.00010300576,"threshold_uncertainty_score":0.99995697},"labels":[],"label_agreement":null},{"id":"W2534029673","doi":"10.1016/j.arcped.2016.09.001","title":"Syndrome d’apnée obstructive du sommeil de l’enfant : stratégie thérapeutique","year":2016,"lang":"fr","type":"review","venue":"Archives de Pédiatrie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Obstructive sleep apnea; Medicine; Psychology; Internal medicine","score_opus":0.020863764074370822,"score_gpt":0.3123018188626599,"score_spread":0.2914380547882891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2534029673","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012025208,0.95368123,0.003615412,0.0020312588,0.0017889292,0.0035522992,0.0015529137,0.0002462167,0.02150652],"genre_scores_gemma":[0.035967145,0.9516248,0.0044279443,0.0002769427,0.0039659347,0.0005435315,0.00020841177,0.00048496516,0.0025003238],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9874877,0.0030810128,0.0018590837,0.0020986577,0.0012468923,0.004226655],"domain_scores_gemma":[0.98754156,0.0069618714,0.0009269806,0.0020598655,0.0002081876,0.0023015537],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0013865364,0.0019307806,0.0037442895,0.0011358615,0.000575744,0.00018776985,0.0019338217,0.0011707672,0.0029402473],"category_scores_gemma":[0.0018530918,0.0015374497,0.002150652,0.000913448,0.002098503,0.00029422925,0.0011723724,0.0037250197,0.0028789765],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028019928,0.0007348796,0.0073903417,0.012279598,0.003107063,0.0059166676,0.0012835198,0.000004964539,0.00044847178,0.020610265,0.000073189425,0.94787085],"study_design_scores_gemma":[0.004600332,0.0010969463,0.028500173,0.011561206,0.0032556814,0.00962995,0.00045629058,0.00025525998,0.00019869267,0.011310084,0.927405,0.0017304107],"about_ca_topic_score_codex":0.00013672862,"about_ca_topic_score_gemma":0.000018651512,"teacher_disagreement_score":0.9461404,"about_ca_system_score_codex":0.0021494566,"about_ca_system_score_gemma":0.0046021277,"threshold_uncertainty_score":0.9993436},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2536178419","doi":"10.1007/s12630-016-0755-2","title":"Perioperative nocturnal hypoxemia matters in surgical patients with obstructive sleep apnea","year":2016,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Hypoxemia; Nocturnal; Obstructive sleep apnea; Medicine; Perioperative; Apnea; Anesthesia; Sleep apnea; Internal medicine","score_opus":0.008686777774969009,"score_gpt":0.22236008734585497,"score_spread":0.21367330957088596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536178419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5918412,0.0005492172,0.000010332117,0.40507877,0.00065952464,0.0007985767,0.000080331134,0.000011221509,0.0009708208],"genre_scores_gemma":[0.8865035,0.00008926514,0.0015200865,0.08360889,0.023227766,0.000053421572,0.00025756797,0.00113766,0.0036018018],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.991122,0.0007543694,0.001974982,0.0008050122,0.0024466978,0.002896907],"domain_scores_gemma":[0.9898264,0.00035714894,0.001620799,0.0006343368,0.0033437477,0.0042176116],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0013022186,0.0012451545,0.0023995934,0.004000157,0.00054438144,0.00048641564,0.0012885018,0.0013990593,0.0013694143],"category_scores_gemma":[0.00028779448,0.00086708914,0.00071946153,0.0009937579,0.0013430783,0.00087753055,0.000030540665,0.00953201,0.00006217727],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.001012349,0.00003928017,0.042692304,0.00012097349,0.0006236715,0.91172993,0.0010348791,0.000020615716,0.000005113143,0.00001792732,0.035394203,0.0073087607],"study_design_scores_gemma":[0.0060658744,0.0020963503,0.024509918,0.00094402325,0.00031364927,0.73897386,0.00034742497,0.0000068534137,0.000020373822,0.00004776799,0.22587416,0.0007997314],"about_ca_topic_score_codex":0.003561322,"about_ca_topic_score_gemma":0.0048556267,"teacher_disagreement_score":0.32146987,"about_ca_system_score_codex":0.007143153,"about_ca_system_score_gemma":0.007910615,"threshold_uncertainty_score":0.99989736},"labels":[],"label_agreement":null},{"id":"W2537053658","doi":"10.1111/coa.12781","title":"‘Thinking that somebody's going to delay [a tonsillectomy] for one to two years is quite horrifying really’: a qualitative feasibility study for the NAtional Trial of Tonsillectomy IN Adults (NATTINA Part 2)","year":2016,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Tonsillectomy; Randomized controlled trial; Qualitative research; General surgery; Surgery","score_opus":0.2263106106695857,"score_gpt":0.5119528935583606,"score_spread":0.2856422828887749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2537053658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97284555,0.00004094445,0.0060763685,0.0071385,0.0005360367,0.013013575,0.00013532546,0.000036046302,0.00017764213],"genre_scores_gemma":[0.98704696,0.000008768967,0.008884843,0.0014329161,0.0005154042,0.001914863,0.000010367136,0.00004935447,0.00013651965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99448776,0.0013293565,0.0015190879,0.0010639083,0.0008763857,0.0007234992],"domain_scores_gemma":[0.9733069,0.024458734,0.00032290144,0.00058083993,0.0010277298,0.0003028845],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010945454,0.00026299432,0.0011427909,0.00041228824,0.00015287385,0.00002169215,0.0005127617,0.00024712537,0.000086405686],"category_scores_gemma":[0.029754872,0.00018086207,0.0004160936,0.00060197676,0.00030637346,0.00011815893,0.00037577408,0.0004761449,0.000028667113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.35000893,0.005285441,0.55507314,0.00027565815,0.0015199162,0.00003911895,0.040558208,0.000007979125,0.0016825026,0.0017540863,0.0024198834,0.041375145],"study_design_scores_gemma":[0.25535884,0.031110547,0.69738305,0.0007633295,0.00034004266,0.000019450279,0.006012675,0.0003773549,0.0012851981,0.004817344,0.0019012693,0.0006309041],"about_ca_topic_score_codex":0.00010105379,"about_ca_topic_score_gemma":0.0009506028,"teacher_disagreement_score":0.14230992,"about_ca_system_score_codex":0.0003811225,"about_ca_system_score_gemma":0.00036319345,"threshold_uncertainty_score":0.97841793},"labels":[],"label_agreement":null},{"id":"W2541474761","doi":"10.1097/aco.0000000000000421","title":"Obesity hypoventilation syndrome, sleep apnea, overlap syndrome","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Obesity hypoventilation syndrome; Obstructive sleep apnea; Perioperative; Hypoventilation; Overlap syndrome; Hypercapnia; Sleep apnea; Intensive care medicine; Obesity; Positive airway pressure; Sleep medicine; Internal medicine; Anesthesia; Disease; Sleep disorder; Respiratory system; Insomnia","score_opus":0.08565020151293913,"score_gpt":0.39449751493542207,"score_spread":0.30884731342248295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2541474761","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018605806,0.9895152,0.00013676935,0.00008233186,0.0056420867,0.0023939621,0.00008461784,0.0001079847,0.00017648024],"genre_scores_gemma":[0.0016416945,0.9966547,0.00008407523,0.000010590347,0.0003629783,0.0003684041,0.0006626861,0.00012443418,0.00009046749],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946998,0.00088837027,0.001456119,0.0013277738,0.0006118166,0.0010161533],"domain_scores_gemma":[0.9972631,0.0004336639,0.0006372458,0.0011336317,0.00016037024,0.00037201252],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00076366315,0.0008074002,0.0033189869,0.001536738,0.00010159752,0.000025873233,0.00057842594,0.0009486686,0.0005150702],"category_scores_gemma":[0.00042217664,0.0006046206,0.0008343727,0.00090100896,0.00039351787,0.00015886476,0.00033848587,0.0014198727,0.0019976094],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036154535,0.0003892024,0.0055430587,0.01734853,0.00012987532,0.0001443314,0.000011057994,1.8455515e-7,3.6243165e-7,0.0008201481,0.00019385385,0.9753832],"study_design_scores_gemma":[0.0012421388,0.0012623671,0.023445064,0.02324639,0.00021222974,0.0023530533,0.000009151066,0.000037722206,3.6904217e-7,0.00033023307,0.94718456,0.0006767297],"about_ca_topic_score_codex":0.0000093531635,"about_ca_topic_score_gemma":9.5164785e-7,"teacher_disagreement_score":0.97470653,"about_ca_system_score_codex":0.00089571305,"about_ca_system_score_gemma":0.00028538535,"threshold_uncertainty_score":0.9996405},"labels":[],"label_agreement":null},{"id":"W2542990892","doi":"10.1093/sleep/zsw037","title":"Neuropsychological Function in Patients With Acute Tetraplegia and Sleep Disordered Breathing","year":2016,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Medical Research Council; National Health and Medical Research Council; Rick Hansen Foundation","keywords":"Tetraplegia; Polysomnography; Neuropsychology; Spinal cord injury; Sleep apnea; Medicine; Obstructive sleep apnea; Central sleep apnea; Apnea; Breathing; Physical medicine and rehabilitation; Psychology; Physical therapy; Anesthesia; Cognition; Spinal cord; Psychiatry","score_opus":0.009233331844760021,"score_gpt":0.2549285251804878,"score_spread":0.24569519333572779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2542990892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958119,0.00004933774,0.0015588831,0.0008408692,0.00013170548,0.00046519525,0.00000973406,0.00005350954,0.0010789047],"genre_scores_gemma":[0.9993608,0.00001079812,0.00030556569,0.00014329756,0.00004569663,0.000020371657,0.000011019558,0.00002655353,0.0000759131],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986382,0.000069864014,0.00016800368,0.0004133823,0.00037048678,0.00034007902],"domain_scores_gemma":[0.9994031,0.00005534803,0.00004122269,0.0002623132,0.00008985622,0.00014815228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000110972214,0.00015114978,0.00020211849,0.00016851086,0.000052630512,0.00001753198,0.000068686175,0.00008362239,0.00017514364],"category_scores_gemma":[0.00008857881,0.000084484906,0.000029733781,0.00025782603,0.00015036162,0.00017155865,0.00006096625,0.0002154636,0.000042200787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022762206,0.00024053648,0.8150942,0.000011724261,0.000060460196,0.00007288274,0.000062720464,2.855927e-7,0.001666453,0.00008344466,0.000013396163,0.18041769],"study_design_scores_gemma":[0.007545238,0.0014353343,0.9903417,0.000030418007,0.00006405556,0.00002385639,0.000024046956,0.000052970267,0.00006542425,0.00013734818,0.0001635568,0.000116049705],"about_ca_topic_score_codex":0.000011927058,"about_ca_topic_score_gemma":0.00000921605,"teacher_disagreement_score":0.18030164,"about_ca_system_score_codex":0.00006335988,"about_ca_system_score_gemma":0.00000597723,"threshold_uncertainty_score":0.34451944},"labels":[],"label_agreement":null},{"id":"W2544964758","doi":"10.5665/sleep.6304","title":"Arousal Intensity is a Distinct Pathophysiological Trait in Obstructive Sleep Apnea","year":2016,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Research Manitoba","funders":"National Heart, Lung, and Blood Institute; International Business Machines Corporation","keywords":"Arousal; Polysomnography; Genioglossus; Intensity (physics); Anesthesia; Audiology; Obstructive sleep apnea; Apnea; Low arousal theory; Medicine; Psychology; Neuroscience","score_opus":0.022503339815416575,"score_gpt":0.2835542900792441,"score_spread":0.2610509502638275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544964758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929365,0.000051995423,0.0014371264,0.0020462812,0.00029449066,0.00059311255,0.000086378815,0.00010602627,0.0024481176],"genre_scores_gemma":[0.9981792,0.0000043742116,0.0008144482,0.00039701888,0.00028924484,0.000061275125,0.000015987505,0.000039470888,0.00019900082],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99736315,0.00013741385,0.00041181713,0.00076950947,0.0005592778,0.0007588493],"domain_scores_gemma":[0.9985711,0.00019438066,0.000091415706,0.00055370235,0.00026534506,0.0003240505],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025897988,0.0003092634,0.0006147553,0.00021775799,0.00007708336,0.000017246932,0.00024731964,0.00022443115,0.00097352493],"category_scores_gemma":[0.0008004294,0.00019294093,0.00021416208,0.0004342678,0.000530066,0.0001539915,0.00024866345,0.0004942325,0.00040806955],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029843126,0.0007222917,0.30394214,0.000074494754,0.00018901238,0.001046465,0.0010062479,9.3415014e-7,0.21450308,0.00096046325,0.0001767309,0.4743938],"study_design_scores_gemma":[0.0037225357,0.00063264696,0.9798847,0.00005770775,0.000048396574,0.00011817998,0.00034350285,0.0007060979,0.0095204525,0.004234556,0.0004218236,0.00030943265],"about_ca_topic_score_codex":0.00006499462,"about_ca_topic_score_gemma":0.000022538896,"teacher_disagreement_score":0.67594254,"about_ca_system_score_codex":0.0003723177,"about_ca_system_score_gemma":0.00002636166,"threshold_uncertainty_score":0.99993974},"labels":[],"label_agreement":null},{"id":"W2545427763","doi":"10.1016/j.ajodo.2016.03.030","title":"Accuracy and reliability of orthodontists using cone-beam computerized tomography for assessment of adenoid hypertrophy","year":2016,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cone beam computed tomography; Adenoid hypertrophy; Medicine; Intraclass correlation; Gold standard (test); Orthodontics; Otorhinolaryngology; Radiology; Confidence interval; Nuclear medicine; Dentistry; Computed tomography; Surgery; Tonsillectomy; Internal medicine","score_opus":0.03285632909561745,"score_gpt":0.3556640852133368,"score_spread":0.3228077561177194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545427763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8448206,0.00027155245,0.15398549,0.00021821835,0.00019411703,0.00040676436,0.000075035605,0.0000055050186,0.000022716762],"genre_scores_gemma":[0.8435094,0.0007985699,0.15548274,0.000043943874,0.0001269186,0.0000025236227,0.0000022804272,0.000026757434,0.0000068827317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99734366,0.00017196732,0.0011537774,0.0002832766,0.0007270547,0.00032026804],"domain_scores_gemma":[0.995551,0.0007736734,0.0014730431,0.00028241283,0.0015422108,0.000377677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012927812,0.00023128591,0.0012284879,0.00039593634,0.000075764,0.000023419836,0.00013627802,0.00007980528,0.00000940672],"category_scores_gemma":[0.0008144544,0.00015787341,0.00034091852,0.00040061696,0.0012698863,0.00020652593,0.00013590384,0.00021303262,5.2420148e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011339883,0.00019698002,0.8348348,0.00019967373,0.00024832404,0.000031778913,0.00010227508,0.000004363833,0.04474443,0.00013633871,0.000005039625,0.11836199],"study_design_scores_gemma":[0.0067091007,0.0054376638,0.98110795,0.00034255543,0.00074417394,0.00045582568,0.00033217474,0.00081586424,0.0026220346,0.00008021799,0.001087442,0.000264993],"about_ca_topic_score_codex":0.000051786687,"about_ca_topic_score_gemma":0.0000038224453,"teacher_disagreement_score":0.14627314,"about_ca_system_score_codex":0.000058677815,"about_ca_system_score_gemma":0.00026248363,"threshold_uncertainty_score":0.6437891},"labels":[],"label_agreement":null},{"id":"W2545978820","doi":"10.5664/jcsm.6456","title":"Performance of a New Portable Wireless Sleep Monitor","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Sleep (system call); Wireless; Obstructive sleep apnea; Physical medicine and rehabilitation; Audiology; Telecommunications; Computer science; Anesthesia","score_opus":0.09823555158162746,"score_gpt":0.44648488580331325,"score_spread":0.3482493342216858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545978820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838471,0.0005747091,0.00026078595,0.00766373,0.0022561767,0.00026190316,0.000002068688,0.000010022723,0.0051235235],"genre_scores_gemma":[0.9902512,0.0006836331,0.00149948,0.0002301016,0.0062419386,0.0000013973813,0.0000018083672,0.000035375917,0.001055097],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99470717,0.00011549733,0.0027454623,0.000268764,0.0017262651,0.00043684177],"domain_scores_gemma":[0.99315184,0.0005794352,0.0028836566,0.0009823128,0.0013095172,0.0010932562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039914693,0.00023197781,0.0018689673,0.00024193227,0.00015649744,0.000018848232,0.00080245244,0.00025438512,0.0008052374],"category_scores_gemma":[0.008032456,0.00014989536,0.00042576197,0.00016772421,0.0009907249,0.00038188815,0.0001597544,0.0013862172,0.000029483836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002596799,0.0003290096,0.6004202,0.00013631234,0.00040221564,0.00025589738,0.000086165026,0.0000044917165,0.0019977852,0.00003341283,0.0017224395,0.39201528],"study_design_scores_gemma":[0.014471136,0.0075278324,0.96445477,0.00095294864,0.0006093164,0.00038134836,0.00014568874,0.0038132719,0.003220629,0.00009630846,0.0041789436,0.00014781555],"about_ca_topic_score_codex":0.00010480043,"about_ca_topic_score_gemma":0.0000056320137,"teacher_disagreement_score":0.3918675,"about_ca_system_score_codex":0.00007479035,"about_ca_system_score_gemma":0.00023994943,"threshold_uncertainty_score":0.961618},"labels":[],"label_agreement":null},{"id":"W2546133580","doi":"10.1164/rccm.201605-0911ed","title":"Obstructive Sleep Apnea, Obesity, and Endothelial Dysfunction in Children","year":2016,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Obstructive sleep apnea; Obesity; Endothelial dysfunction; Sleep apnea; Apnea; Sleep (system call); Intensive care medicine; Cardiology; Pediatrics; Internal medicine","score_opus":0.013284220907984276,"score_gpt":0.2953585678425244,"score_spread":0.28207434693454014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2546133580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7511745,0.0093075605,0.00037268564,0.23687042,0.00072023616,0.000576407,0.00009720608,0.000022657994,0.0008582944],"genre_scores_gemma":[0.8667899,0.00013504107,0.00017400825,0.12214976,0.010627538,0.00001082787,0.0000120022205,0.000071916664,0.000029051114],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99645174,0.00051521015,0.00080520246,0.00051061803,0.0011333509,0.00058390154],"domain_scores_gemma":[0.99713045,0.00089950877,0.0003296641,0.0002969915,0.0008819298,0.00046147895],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005857179,0.000421301,0.0014234572,0.0008628507,0.0000927061,0.000023323564,0.00018035313,0.0003431625,0.00015554586],"category_scores_gemma":[0.0016079323,0.00027992856,0.00013676261,0.00031543974,0.004115468,0.00017219504,0.00011000324,0.0028965098,0.000004222749],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012667173,0.000057826303,0.40804186,0.0005976627,0.0003872532,0.004107765,0.00077903975,7.2162e-8,0.0014830899,0.00016021027,0.0070908903,0.57602763],"study_design_scores_gemma":[0.022980437,0.049377408,0.7043912,0.0039307857,0.002926328,0.015702615,0.010806639,0.000007969102,0.0011220695,0.0014884433,0.18570583,0.0015603246],"about_ca_topic_score_codex":0.000047496254,"about_ca_topic_score_gemma":0.000002771648,"teacher_disagreement_score":0.5744673,"about_ca_system_score_codex":0.00026172714,"about_ca_system_score_gemma":0.00012777546,"threshold_uncertainty_score":0.9999653},"labels":[],"label_agreement":null},{"id":"W2547758161","doi":"10.25011/cim.v39i5.27148","title":"Association between obstructive sleep apnea and metabolic syndrome: a meta-analysis","year":2016,"lang":"en","type":"review","venue":"Clinical and investigative medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Meta-analysis; Metabolic syndrome; Internal medicine; Blood pressure; Sleep apnea; Cardiology; Obesity","score_opus":0.30954896712224367,"score_gpt":0.4376188464564052,"score_spread":0.12806987933416153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547758161","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00068181934,0.98923516,0.000125079,0.007205789,0.00023008467,0.0016571945,0.00033234182,0.000064205546,0.00046834987],"genre_scores_gemma":[0.0016532504,0.99342835,0.00058241363,0.0003945067,0.0010946515,0.00024038949,0.0003072836,0.00009098641,0.002208159],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9917459,0.002136956,0.0025948624,0.0016394131,0.0012087795,0.0006740735],"domain_scores_gemma":[0.99068403,0.0047852346,0.0016231111,0.0007715895,0.0006455287,0.0014905263],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","sts"],"consensus_categories":[],"category_scores_codex":[0.0038323607,0.00096540153,0.014793883,0.0009743498,0.00017916737,0.00003553898,0.00028461832,0.0009945317,0.00082378957],"category_scores_gemma":[0.0119777685,0.0005000426,0.0024398006,0.0019265241,0.010562254,0.00022104118,0.00038781232,0.0018954062,0.000088548724],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012390802,0.000048983005,0.02308861,0.0025991395,0.47366586,0.000077371944,0.00009717489,6.2206302e-9,6.6343154e-7,0.0011808922,0.00018799471,0.49904093],"study_design_scores_gemma":[0.0012231021,0.00059175334,0.03174106,0.000791529,0.6538439,0.000063140345,0.00004073391,0.0000053600943,0.0000016015616,0.004084138,0.30720538,0.00040835087],"about_ca_topic_score_codex":0.00004688025,"about_ca_topic_score_gemma":0.0000061391665,"teacher_disagreement_score":0.49863258,"about_ca_system_score_codex":0.00014864888,"about_ca_system_score_gemma":0.00014895717,"threshold_uncertainty_score":0.9998325},"labels":[],"label_agreement":null},{"id":"W2549218883","doi":"10.1164/rccm.201602-0265oc","title":"Continuous Positive Airway Pressure Improves Quality of Life in Women with Obstructive Sleep Apnea. A Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Sociedad Española de Neumología y Cirugía Torácica; Federación Española de Enfermedades Raras","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Epworth Sleepiness Scale; Randomized controlled trial; Quality of life (healthcare); Physical therapy; Mood; Anxiety; Apnea–hypopnea index; Sleep apnea; Depression (economics); Clinical endpoint; Apnea; Internal medicine; Polysomnography; Psychiatry","score_opus":0.01141791433114759,"score_gpt":0.3146408430956173,"score_spread":0.3032229287644697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549218883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99028593,0.0042116274,0.0008097147,0.0023344902,0.00016006417,0.0017242837,0.000018794279,0.000008596409,0.00044646888],"genre_scores_gemma":[0.9985586,0.000030478805,0.00019506522,0.00063297665,0.00043970268,0.00010480324,4.165236e-7,0.000025184447,0.0000127808835],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9943953,0.0020523241,0.0016744854,0.00032512323,0.0010933859,0.00045936092],"domain_scores_gemma":[0.9897068,0.0063961665,0.000852918,0.00025009003,0.0020863425,0.00070765935],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0031773618,0.00029286425,0.004366081,0.00041343193,0.00004881855,0.000009649054,0.00015508854,0.00009234031,0.00010449336],"category_scores_gemma":[0.019402815,0.00013883325,0.00022677808,0.00034496485,0.0060894853,0.00017260794,0.000045684134,0.0005259175,4.5124688e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.91249955,0.00017894605,0.005180676,0.0001657677,0.0008007329,0.00013497702,0.0026037695,2.2420251e-7,0.010925469,0.0005577704,0.000003634405,0.06694851],"study_design_scores_gemma":[0.9228961,0.03315445,0.016267212,0.0005253787,0.0006606012,0.000057302455,0.025288051,0.000004650359,0.00077174796,0.00015482126,0.00004378165,0.00017592331],"about_ca_topic_score_codex":0.00005296797,"about_ca_topic_score_gemma":0.0000045682905,"teacher_disagreement_score":0.06677259,"about_ca_system_score_codex":0.00012837711,"about_ca_system_score_gemma":0.0002788641,"threshold_uncertainty_score":0.99661535},"labels":[],"label_agreement":null},{"id":"W2549378485","doi":"10.1183/13993003.congress-2016.pa2315","title":"Can we use the oxygen desaturation index alone to reliably diagnose obstructive sleep apnoea in obese patients?","year":2016,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Medicine; Body mass index; Oxygen saturation; Sleep (system call); Rank correlation; Sleep study; Polysomnography; Internal medicine; Physical therapy; Pediatrics; Oxygen; Apnea","score_opus":0.017613904933126968,"score_gpt":0.27119751014774895,"score_spread":0.253583605214622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549378485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98123586,0.000040470222,0.00040705802,0.015529746,0.00023163673,0.0018069528,0.00003463654,0.00005758302,0.000656057],"genre_scores_gemma":[0.9971982,0.00004719787,0.0007675699,0.00067454315,0.00012770887,0.00020406494,0.000017010369,0.000045010234,0.0009186497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754685,0.0001782809,0.00038921923,0.0005264968,0.00077731174,0.0005818499],"domain_scores_gemma":[0.99774903,0.0006483851,0.00007791204,0.0006910518,0.0005158119,0.0003178273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026347217,0.00024359395,0.00030356197,0.0003396772,0.00010002041,0.000055845838,0.00024739405,0.00014171006,0.00032871036],"category_scores_gemma":[0.0023536861,0.000127117,0.000075033364,0.0007508211,0.00016945398,0.00039418865,0.00021605386,0.0003176261,0.00021783293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006892952,0.00024944652,0.83879197,0.000018092884,0.00007726928,0.000038942733,0.0012235126,0.000009638585,0.0062410734,0.0006376796,0.00058523763,0.15143785],"study_design_scores_gemma":[0.0034517958,0.00033543035,0.98501384,0.00010242965,0.000024358902,0.0000072583966,0.00047484908,0.0001483517,0.008052929,0.0009441997,0.0012448202,0.00019974232],"about_ca_topic_score_codex":0.0014236247,"about_ca_topic_score_gemma":0.0033432674,"teacher_disagreement_score":0.1512381,"about_ca_system_score_codex":0.0006980116,"about_ca_system_score_gemma":0.00006000514,"threshold_uncertainty_score":0.5183681},"labels":[],"label_agreement":null},{"id":"W2550048310","doi":"10.1016/j.artres.2016.08.039","title":"PO-36 EFFECTS OF FIXED VERSUS AUTO-TITRATING CONTINUOUS POSITIVE AIRWAY PRESSURE ON VASCULAR FUNCTION IN PATIENTS WITH RESISTANT HYPERTENSION AND OBSTRUCTIVE SLEEP APNEA","year":2016,"lang":"en","type":"article","venue":"Artery Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Cardiology; Airway; Internal medicine; Sleep (system call); Anesthesia","score_opus":0.014562217072959472,"score_gpt":0.2604934220778876,"score_spread":0.24593120500492816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550048310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967165,0.0001653058,0.00011822959,0.0002328053,0.00012958291,0.001769743,0.00002238598,0.000027690285,0.00081774127],"genre_scores_gemma":[0.99955165,0.00000858725,0.00014139512,0.000016611213,0.000056990586,0.00007513242,0.000015800935,0.000044121534,0.00008968469],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99618495,0.0006676234,0.00030010985,0.00066012645,0.0015289986,0.0006581896],"domain_scores_gemma":[0.99635243,0.001770749,0.00008621748,0.0005045781,0.0010709016,0.00021510122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007373178,0.00022595238,0.00047156628,0.00053809024,0.00015820994,0.000027881506,0.0001208037,0.00015786142,0.00003279439],"category_scores_gemma":[0.0011649509,0.0001438171,0.00006434924,0.0005267519,0.0004930779,0.00023945686,0.00013429335,0.00054921285,0.000019919207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08940996,0.0015830873,0.45402527,0.0008138476,0.0015474025,0.00039695745,0.0011317282,0.0000054433153,0.25167432,0.00051505957,0.00007564594,0.19882126],"study_design_scores_gemma":[0.01725841,0.0115588335,0.93808246,0.0006569124,0.000099891724,0.0000040537693,0.000311724,0.00015750095,0.03162263,0.000051792624,0.00003193687,0.00016386535],"about_ca_topic_score_codex":0.000080943755,"about_ca_topic_score_gemma":0.000026889684,"teacher_disagreement_score":0.4840572,"about_ca_system_score_codex":0.00019438253,"about_ca_system_score_gemma":0.00005709472,"threshold_uncertainty_score":0.5864691},"labels":[],"label_agreement":null},{"id":"W2551835371","doi":"10.1155/2016/9816494","title":"Hemodynamic Response to Upper Airway Obstruction in Hypertensive and Normotensive Pregnant Women","year":2016,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of British Columbia","funders":"Saskatchewan Health Research Foundation; University of Saskatchewan","keywords":"Medicine; Hemodynamics; Airway; Airway obstruction; Cardiology; Internal medicine; Anesthesia","score_opus":0.014954568703343727,"score_gpt":0.25644721445829066,"score_spread":0.24149264575494694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551835371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929073,0.0003800097,0.0000675125,0.005736798,0.00025875168,0.00044253175,0.000026920112,0.000011769308,0.00016841377],"genre_scores_gemma":[0.9961637,0.000023015147,0.0002745424,0.002899763,0.00018962854,0.00002542648,4.483741e-7,0.00004366845,0.00037979629],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9977206,0.00027807718,0.0003522767,0.00036872854,0.00038062793,0.00089967455],"domain_scores_gemma":[0.9965408,0.00015035992,0.000072511,0.00030529223,0.00061365636,0.0023173864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076836394,0.00020107772,0.00035136388,0.0014780177,0.00018750715,0.00005031889,0.00012962264,0.00014980786,0.00027264107],"category_scores_gemma":[0.0016691642,0.00014476091,0.000056610643,0.0003816718,0.00018443845,0.00021373987,0.000042140015,0.0004589476,0.00010113131],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005838914,0.000043454038,0.20391129,0.00003774415,0.00015756291,0.0073874425,0.002207687,0.000006586207,0.42988887,0.000100857826,0.00077882403,0.34964076],"study_design_scores_gemma":[0.003993303,0.0011828068,0.9652548,0.00039584428,0.000018082585,0.002993711,0.0018224851,0.000039401846,0.0031301216,0.00021952244,0.020647017,0.00030291674],"about_ca_topic_score_codex":0.00084970595,"about_ca_topic_score_gemma":0.009812741,"teacher_disagreement_score":0.7613435,"about_ca_system_score_codex":0.00365807,"about_ca_system_score_gemma":0.0012322611,"threshold_uncertainty_score":0.9565726},"labels":[],"label_agreement":null},{"id":"W2552320614","doi":"10.1097/aco.0000000000000426","title":"An update on the various practical applications of the STOP-Bang questionnaire in anesthesia, surgery, and perioperative medicine","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Western University; University Health Network; Victoria Hospital","funders":"","keywords":"Medicine; Perioperative; Perioperative medicine; Anesthesia; Intensive care medicine","score_opus":0.10608754185770151,"score_gpt":0.44363198833673034,"score_spread":0.3375444464790288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552320614","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018558153,0.9852759,0.00009761838,0.009467714,0.0004141348,0.0028329408,0.000011321871,0.0000175989,0.000026911172],"genre_scores_gemma":[0.009664236,0.9890255,0.000019074585,0.00008249074,0.00029106112,0.00082392414,0.000049997234,0.00003849717,0.000005225398],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99536014,0.002471906,0.0008632122,0.0006134939,0.0003386525,0.00035257151],"domain_scores_gemma":[0.9971408,0.0012904544,0.0004193826,0.00087670103,0.00015066995,0.00012195104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014592947,0.00036353467,0.0014800563,0.0005234154,0.000101539095,0.000009705636,0.00033206498,0.0003181725,0.000048511058],"category_scores_gemma":[0.001022672,0.00016356668,0.0001553776,0.00067546475,0.0012811867,0.00006229191,0.00008243281,0.0010638819,0.00002313978],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049046263,0.00026942717,0.0055195987,0.0024796212,0.000027760503,0.000008121191,0.00022893991,2.2395368e-7,8.418757e-7,0.020475958,0.000107655884,0.9708328],"study_design_scores_gemma":[0.0007117943,0.0008995603,0.024956882,0.0344613,0.00011311232,0.00040327734,0.00016318577,0.00004006586,0.0000015132839,0.00063702627,0.93729484,0.0003174358],"about_ca_topic_score_codex":0.000045170316,"about_ca_topic_score_gemma":0.00001207217,"teacher_disagreement_score":0.9705154,"about_ca_system_score_codex":0.00023658045,"about_ca_system_score_gemma":0.00047508997,"threshold_uncertainty_score":0.6670056},"labels":[],"label_agreement":null},{"id":"W2553491817","doi":"10.1213/ane.0000000000001546","title":"Understanding Phenotypes of Obstructive Sleep Apnea: Applications in Anesthesia, Surgery, and Perioperative Medicine","year":2016,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Supine position; Prone position; Intensive care medicine; Airway; Perioperative; Anesthesia; Sleep medicine; Anesthesiology; Sleep disorder; Psychiatry","score_opus":0.08681263141688106,"score_gpt":0.3404766195448282,"score_spread":0.25366398812794716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553491817","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012480614,0.99341774,0.00087473175,0.0011104129,0.000019846771,0.0024955478,0.000008525063,0.000057036843,0.0007680678],"genre_scores_gemma":[0.013901959,0.984652,0.00025013916,0.00005863101,0.0002524412,0.00041862926,0.00012621767,0.00017007344,0.00016993783],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956624,0.0005358888,0.0013326575,0.0010338472,0.00076057727,0.0006746466],"domain_scores_gemma":[0.99603266,0.001861763,0.00067109364,0.0008105002,0.00028324695,0.00034074875],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00082806783,0.00081809965,0.004038599,0.0015340344,0.0001587506,0.000028200095,0.00032525387,0.0005302333,0.0002225673],"category_scores_gemma":[0.0001946788,0.00054987223,0.00044479925,0.0015166024,0.0013751852,0.00018085832,0.00006129998,0.0006344683,0.000030917938],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018538667,0.0002878733,0.012658528,0.019993113,0.0012266494,0.0015496176,0.0015288383,4.5145507e-7,0.000028912893,0.033113103,0.00010442015,0.92932314],"study_design_scores_gemma":[0.0044564744,0.0014126822,0.026097821,0.059023816,0.0068401177,0.015230751,0.008702716,0.00012239092,0.00009321855,0.0037490532,0.87069625,0.0035747124],"about_ca_topic_score_codex":0.0000933276,"about_ca_topic_score_gemma":0.000021105208,"teacher_disagreement_score":0.9257484,"about_ca_system_score_codex":0.0006952994,"about_ca_system_score_gemma":0.00030747819,"threshold_uncertainty_score":0.9996953},"labels":[],"label_agreement":null},{"id":"W2554174297","doi":"10.1183/13993003.congress-2016.pa2314","title":"Over diagnosis of sleep apnoea: A comparison of three common ambulatory sleep polygraphs","year":2016,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Medicine; Ambulatory; Sleep (system call); Sleep study; Polysomnography; Emergency medicine; Pediatrics; Internal medicine; Apnea","score_opus":0.032583433564042946,"score_gpt":0.3317945686371213,"score_spread":0.2992111350730784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554174297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990985,0.0006297922,0.0008613808,0.00061352097,0.0001309245,0.00055017247,0.00003244828,0.000052163163,0.0061446168],"genre_scores_gemma":[0.99911016,0.000021549125,0.00057760795,0.00005993148,0.000057658846,0.000041111383,0.000004305358,0.00003694144,0.000090713715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997703,0.00007716091,0.0006344412,0.00032757604,0.00086045114,0.00039733332],"domain_scores_gemma":[0.99792826,0.00055296486,0.00021858141,0.00079656433,0.00027881685,0.00022483681],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002719634,0.00020672943,0.0007834784,0.00037229608,0.000037882575,0.000004664996,0.00025597747,0.00015363608,0.0023644168],"category_scores_gemma":[0.00020083545,0.00013151881,0.00025208524,0.00042083667,0.0005388659,0.000118583426,0.00018911605,0.00019513011,0.00005362959],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003158411,0.00062945584,0.8762877,0.0001224225,0.0003171816,0.000006043138,0.00010545873,0.000001029704,0.04660761,0.0028560655,0.00049281964,0.07225838],"study_design_scores_gemma":[0.0026737803,0.0006179771,0.7686774,0.00010453473,0.00012099169,0.0000037524073,0.00011554032,0.0006241243,0.2262403,0.00042561573,0.0002643667,0.00013162622],"about_ca_topic_score_codex":0.0004754877,"about_ca_topic_score_gemma":0.00033458273,"teacher_disagreement_score":0.1796327,"about_ca_system_score_codex":0.000095240866,"about_ca_system_score_gemma":0.000021544023,"threshold_uncertainty_score":0.99854755},"labels":[],"label_agreement":null},{"id":"W2555025645","doi":"10.1016/j.ajodo.2016.05.013","title":"Effect of orthodontic treatment on the upper airway volume in adults","year":2016,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Airway; Intraclass correlation; Cone beam computed tomography; Orthodontics; Wilcoxon signed-rank test; Nuclear medicine; Dentistry; Computed tomography; Surgery; Internal medicine","score_opus":0.011369365884254691,"score_gpt":0.2970043181831314,"score_spread":0.2856349522988767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555025645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996381,0.00022387475,0.0008041997,0.001652874,0.00018939862,0.00042407817,0.00001583322,0.000005826222,0.00030295886],"genre_scores_gemma":[0.99785316,0.0010441274,0.00059831067,0.000088187655,0.00018283326,0.0000074708746,9.5115746e-7,0.000031407166,0.00019354506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973251,0.00055729214,0.00073329953,0.00023086266,0.0007806003,0.0003728121],"domain_scores_gemma":[0.9974847,0.0010317423,0.00056919176,0.0003072406,0.00031634717,0.00029076543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015438856,0.0002582081,0.0008783282,0.00037629975,0.000058305744,0.000017472958,0.00014457367,0.00006602859,0.00006672176],"category_scores_gemma":[0.0012026128,0.000118058815,0.00031291263,0.00044671475,0.00067309005,0.000093505565,0.00005686059,0.00027696427,0.00000774145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026337777,0.00012725798,0.6430528,0.000027049125,0.00012405794,0.00014827907,0.00021568478,0.0000013209698,0.0003981401,0.000121787125,0.000009692016,0.35314015],"study_design_scores_gemma":[0.010318239,0.045712676,0.9327799,0.0009449274,0.0004891325,0.00045471452,0.0005219201,0.00015099272,0.0042404993,0.000017616725,0.0040672794,0.00030208335],"about_ca_topic_score_codex":0.000086166794,"about_ca_topic_score_gemma":0.000057155445,"teacher_disagreement_score":0.35283807,"about_ca_system_score_codex":0.00015428924,"about_ca_system_score_gemma":0.00012303086,"threshold_uncertainty_score":0.48142987},"labels":[],"label_agreement":null},{"id":"W2555732238","doi":"10.1111/coa.12792","title":"Role of honey after tonsillectomy: a systematic review and meta‐analysis of randomised controlled trials","year":2016,"lang":"en","type":"review","venue":"Clinical Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University Hospital","funders":"","keywords":"Medicine; Tonsillectomy; Randomized controlled trial; Meta-analysis; Cochrane Library; CINAHL; MEDLINE; Adverse effect; Surgery; Internal medicine; Psychological intervention; Nursing","score_opus":0.1191313192039245,"score_gpt":0.4615868123449354,"score_spread":0.3424554931410109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555732238","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000031581,0.97802496,0.00003079841,0.00017244315,0.00006417635,0.021165486,0.00026888336,0.000017099837,0.00022457233],"genre_scores_gemma":[0.00020586772,0.99420154,0.0001472922,0.00026808341,0.000061013994,0.004763904,0.00004643586,0.000056983954,0.000248883],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9688149,0.018747358,0.010669557,0.0008468937,0.0005103397,0.000410953],"domain_scores_gemma":[0.9377256,0.054050364,0.005617018,0.001508846,0.00073903246,0.0003591101],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.021729115,0.0006646869,0.0979856,0.0011274623,0.000021030111,0.0000071103527,0.00038156236,0.00096263515,0.0024948139],"category_scores_gemma":[0.082348235,0.00030301718,0.021073278,0.0010998124,0.00083031994,0.00003959624,0.00023792354,0.0007083332,0.00004278004],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026295984,0.0001696937,0.000022605667,0.49932435,0.49550626,0.000023145081,0.0000053894482,2.1196291e-9,0.0000019095642,0.00004010912,0.000011296913,0.0022656554],"study_design_scores_gemma":[0.02706773,0.00041831267,0.000023351688,0.047597963,0.9216697,0.00004508995,0.000002787139,0.0000048957795,0.0000011559757,0.000022060174,0.0029441612,0.00020279168],"about_ca_topic_score_codex":0.0000069900166,"about_ca_topic_score_gemma":0.0000044062735,"teacher_disagreement_score":0.45172638,"about_ca_system_score_codex":0.000047107373,"about_ca_system_score_gemma":0.00036135202,"threshold_uncertainty_score":0.9999422},"labels":[],"label_agreement":null},{"id":"W2557904968","doi":"10.1007/s11325-016-1438-5","title":"In-hospital diagnosis of sleep apnea in stroke patients using a portable acoustic device","year":2016,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Stroke (engine); Polysomnography; Neurology; Sleep apnea; Obstructive sleep apnea; Population; Rehabilitation; Otorhinolaryngology; Physical therapy; Apnea; Emergency medicine; Internal medicine; Surgery","score_opus":0.013284444885638506,"score_gpt":0.2752823327837651,"score_spread":0.2619978878981266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557904968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982612,0.00020130267,0.00033331593,0.00027104781,0.00015124358,0.0004160463,0.000026259171,0.000012537072,0.00032705642],"genre_scores_gemma":[0.99907476,0.000025112922,0.00070756197,0.000053740903,0.000054943153,0.000024610921,0.000003587207,0.000025687003,0.000029992865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984167,0.000051936462,0.00038227002,0.00033888806,0.00038125823,0.00042890088],"domain_scores_gemma":[0.9992206,0.00020462528,0.00010113194,0.00020623556,0.00013517085,0.00013222692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002702741,0.00016231084,0.00036399157,0.00035524918,0.000042040578,0.000014511817,0.000087806315,0.00010527696,0.00008443463],"category_scores_gemma":[0.00035765427,0.00012030156,0.000053682536,0.00030515244,0.00010031198,0.00036112536,0.00012555927,0.000191546,0.0000053897384],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089415844,0.00047134762,0.94024223,0.0001268381,0.00004912589,0.00012263397,0.0006484514,0.00001202643,0.007874361,0.000021737413,0.0000036036458,0.050338227],"study_design_scores_gemma":[0.010869592,0.0008886896,0.95931566,0.0009359318,0.00018398385,0.00003909295,0.001022586,0.0079547325,0.018116556,0.00015819201,0.00008878295,0.00042620677],"about_ca_topic_score_codex":0.000551664,"about_ca_topic_score_gemma":0.000071156945,"teacher_disagreement_score":0.04991202,"about_ca_system_score_codex":0.00019288243,"about_ca_system_score_gemma":0.000021061565,"threshold_uncertainty_score":0.49057552},"labels":[],"label_agreement":null},{"id":"W2557992727","doi":"10.15331/jdsm.5114","title":"How Close Can Single-Channel EMG Data Come to PSG Scoring of Rhythmic Masticatory Muscle Activity?","year":2015,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Masticatory force; Rhythm; Channel (broadcasting); Medicine; Physical medicine and rehabilitation; Computer science; Orthodontics; Internal medicine; Telecommunications","score_opus":0.10917715724221651,"score_gpt":0.3412620328702472,"score_spread":0.2320848756280307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557992727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98567295,0.0004866088,0.0017679621,0.009780455,0.0012981783,0.0004217522,0.000030984058,0.000015419719,0.0005256956],"genre_scores_gemma":[0.99671,0.000017090695,0.0012019906,0.0002647482,0.0016096268,0.000002937799,0.000014966133,0.000053276206,0.0001253515],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9963538,0.0001353393,0.00065159285,0.00035403384,0.0020367303,0.00046847877],"domain_scores_gemma":[0.99656546,0.00019695949,0.00053599913,0.0008375399,0.00058614684,0.0012778884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013485098,0.00026066985,0.00091207924,0.0006309985,0.000047917296,0.000021865864,0.0006205896,0.000105263665,0.00007273773],"category_scores_gemma":[0.002942534,0.00020102876,0.00010465008,0.00062518474,0.00037857716,0.00044624446,0.0005936403,0.00070082763,0.00001393696],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055846144,0.0023211346,0.07433915,0.0006076329,0.0012157165,0.0060002464,0.003517735,0.000067394365,0.75045073,0.000060011327,0.0067342776,0.14910135],"study_design_scores_gemma":[0.08004844,0.049899627,0.5893183,0.0071659177,0.0043152412,0.030457491,0.042400047,0.006762086,0.16920516,0.00092416815,0.0173659,0.0021376503],"about_ca_topic_score_codex":0.00008739811,"about_ca_topic_score_gemma":0.000077100565,"teacher_disagreement_score":0.5812456,"about_ca_system_score_codex":0.00063877617,"about_ca_system_score_gemma":0.00012435185,"threshold_uncertainty_score":0.81977147},"labels":[],"label_agreement":null},{"id":"W2558304416","doi":"10.1139/bcb-2016-0167","title":"Chronic intermittent hypoxia disturbs insulin secretion and causes pancreatic injury via the MAPK signaling pathway","year":2016,"lang":"en","type":"article","venue":"Biochemistry and Cell Biology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Endocrinology; Internal medicine; MAPK/ERK pathway; Protein kinase A; Inflammation; Intermittent hypoxia; Insulin resistance; Insulin; Medicine; Kinase; Hypoxia (environmental); Tumor necrosis factor alpha; Biology; Obstructive sleep apnea; Chemistry; Cell biology","score_opus":0.010553538239032191,"score_gpt":0.25011520805490023,"score_spread":0.23956166981586804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558304416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941225,0.004385459,0.00022160332,0.0005960254,0.00005838508,0.0001852678,0.00003303481,0.00002114688,0.000376602],"genre_scores_gemma":[0.9987505,0.0003920011,0.000030585754,0.000061701394,0.0002934713,0.000027586535,0.000031948457,0.00001102329,0.00040117037],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910355,0.00007149977,0.00017214984,0.00032877797,0.00007434863,0.0002496946],"domain_scores_gemma":[0.9993988,0.00014881745,0.00006324907,0.00022760723,0.000048196656,0.00011328653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001679707,0.00014808617,0.00018941124,0.000024875759,0.000090951755,0.000011232935,0.00007794017,0.00016185259,0.00011431757],"category_scores_gemma":[0.00008286558,0.00007742241,0.000038436916,0.000052083305,0.0005039778,0.000020902826,0.00012629558,0.00015397393,0.000011245867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012535839,0.000022368677,0.008330054,0.00012899682,0.000039106715,0.000007124112,0.000033582513,9.288195e-9,0.9150958,0.000022595324,0.000010404073,0.0761846],"study_design_scores_gemma":[0.0008122701,0.00035265516,0.007930427,0.00006670734,0.000042757285,0.000055889635,0.00011335151,0.000022373362,0.9886207,0.00015731076,0.0017115742,0.00011398823],"about_ca_topic_score_codex":0.000013235126,"about_ca_topic_score_gemma":0.0000012267835,"teacher_disagreement_score":0.07607061,"about_ca_system_score_codex":0.00007804968,"about_ca_system_score_gemma":0.00003868205,"threshold_uncertainty_score":0.31571943},"labels":[],"label_agreement":null},{"id":"W2558548160","doi":"10.15331/jdsm.5124","title":"Severe Obstructive Sleep Apnea Treated with Combination Hypoglossal Nerve Stimulation and Oral Appliance Therapy","year":2015,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Hypoglossal nerve; Obstructive sleep apnea; Medicine; Oral appliance; Stimulation; Tongue; Sleep (system call); Apnea; Sleep apnea; Anesthesia; Internal medicine; Pathology; Computer science","score_opus":0.031135681419652696,"score_gpt":0.3094199590556036,"score_spread":0.2782842776359509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558548160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995185,0.0009805284,0.0011359613,0.0008330768,0.00020022503,0.0005824383,0.0000033957751,0.000023493034,0.0010558898],"genre_scores_gemma":[0.99776155,0.000030323881,0.0015047782,0.00013094573,0.00040632588,0.0000073609085,0.000024650102,0.00004055258,0.00009350185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736655,0.00013746256,0.0005516114,0.00025961833,0.001386476,0.00029826153],"domain_scores_gemma":[0.99779177,0.00012269145,0.00046614805,0.00016411215,0.0008964062,0.0005588995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005964634,0.000268839,0.00064280676,0.0002961891,0.00007837,0.000024042543,0.00013463035,0.00012389355,0.0001166916],"category_scores_gemma":[0.0002144852,0.00017367148,0.00006488506,0.00048653287,0.00045541843,0.00044263917,0.000046515514,0.00051503646,0.000009935575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009143579,0.00052133243,0.8507783,0.000042328375,0.00056170486,0.00068267016,0.000996646,0.00017850431,0.008015914,0.00008147755,0.0002635731,0.12873398],"study_design_scores_gemma":[0.0528504,0.013411488,0.9062754,0.00020631746,0.00046487214,0.008593282,0.003860602,0.008877143,0.004217093,0.0005739853,0.00032945327,0.00033995658],"about_ca_topic_score_codex":0.00007483199,"about_ca_topic_score_gemma":0.000009686022,"teacher_disagreement_score":0.12839402,"about_ca_system_score_codex":0.0004161516,"about_ca_system_score_gemma":0.0000377088,"threshold_uncertainty_score":0.7082117},"labels":[],"label_agreement":null},{"id":"W2559057859","doi":"10.1164/rccm.201601-0099oc","title":"Upper-Airway Collapsibility and Loop Gain Predict the Response to Oral Appliance Therapy in Patients with Obstructive Sleep Apnea","year":2016,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":225,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Heart, Lung, and Blood Institute; National Center for Research Resources; American Heart Association; Medical Research Council; National Institutes of Health; National Health and Medical Research Council; Harvard Catalyst","keywords":"Medicine; Obstructive sleep apnea; Airway; Oral appliance; Sleep apnea; Apnea; Randomized controlled trial; Continuous positive airway pressure; Crossover study; Anesthesia; Airway obstruction; Arousal; Cardiology; Internal medicine; Pathology","score_opus":0.015065802369502144,"score_gpt":0.3093724387333328,"score_spread":0.29430663636383064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559057859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99066466,0.0010824032,0.00048237207,0.007035568,0.00008084329,0.0005668722,0.000020333635,0.000007984846,0.00005898999],"genre_scores_gemma":[0.997742,0.000018644321,0.00031314944,0.0017255101,0.00015032619,0.000019160618,4.5837132e-7,0.00002346786,0.000007276173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971261,0.00076271204,0.0004940412,0.00035885876,0.0008625855,0.00039569798],"domain_scores_gemma":[0.9963176,0.0015528412,0.00013304313,0.00032688308,0.001071022,0.0005986006],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013855326,0.00022749127,0.0006638412,0.00024481158,0.000105454106,0.000014351962,0.0001651719,0.000053481395,0.000054325163],"category_scores_gemma":[0.003090827,0.000102436396,0.000046314923,0.0005559733,0.00348454,0.00013935332,0.000061729115,0.00043346384,0.0000013826353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023121312,0.00008757357,0.63188297,0.000029542172,0.000044865556,0.000085682645,0.0010485294,3.3144582e-7,0.0021577098,0.000049141905,0.000021248166,0.34147108],"study_design_scores_gemma":[0.008109696,0.033468246,0.94744825,0.0003022834,0.00006415696,0.000058350975,0.008565546,0.0000036148867,0.0008196932,0.00005599709,0.0009603194,0.00014383931],"about_ca_topic_score_codex":0.000013846643,"about_ca_topic_score_gemma":0.00000755742,"teacher_disagreement_score":0.34132725,"about_ca_system_score_codex":0.00018439052,"about_ca_system_score_gemma":0.00011407148,"threshold_uncertainty_score":0.9992274},"labels":[],"label_agreement":null},{"id":"W2560898844","doi":"10.1016/j.cjca.2015.07.621","title":"THE RISK OF OBSTRUCTIVE SLEEP APNEA IN A HEALTHY, MIDDLE-AGED NORTH AMERICAN POPULATION: INSIGHTS FROM THE PRIMARY CARE AUDIT OF GLOBAL RISK MANAGEMENT (PARADIGM) STUDY","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Brampton Civic Hospital","funders":"","keywords":"Medicine; Dyslipidemia; Sleep apnea; Obstructive sleep apnea; Body mass index; Cohort; Population; Waist; Internal medicine; Diabetes mellitus; Cohort study; Physical therapy; Pediatrics; Disease; Endocrinology","score_opus":0.02263711979851059,"score_gpt":0.2692610893911312,"score_spread":0.2466239695926206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560898844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99342716,0.0032959722,0.00017375758,0.00030403625,0.00053095206,0.0008416185,0.00026548593,0.0000027726273,0.0011582477],"genre_scores_gemma":[0.99915034,0.00010471481,0.00025254022,0.000046514066,0.00039406447,0.00001219832,0.000022392802,0.000015761698,0.0000014569223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962956,0.0016900711,0.00081507186,0.0002432549,0.0005459926,0.00041005574],"domain_scores_gemma":[0.99700415,0.0003823659,0.0009224348,0.0005673726,0.00055563456,0.00056804257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006687757,0.00018856818,0.00091910164,0.00020254629,0.00017117163,0.000012616901,0.00048407665,0.000064649794,0.0000018103678],"category_scores_gemma":[0.00044631126,0.000117974945,0.00021163569,0.00074980274,0.0007210723,0.00006592081,0.000067700734,0.0006871263,0.0000017195505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011531641,0.0000137120605,0.9663855,0.00001913796,0.0013841714,0.000261305,0.0025894514,0.0018201931,5.019305e-7,0.00010220094,0.00007164978,0.026199052],"study_design_scores_gemma":[0.003009836,0.0015773909,0.97388315,0.000023301896,0.00044052454,0.00006386522,0.019698605,0.000024816767,0.0000011156426,0.00055574725,0.0006358341,0.00008578377],"about_ca_topic_score_codex":0.057400808,"about_ca_topic_score_gemma":0.25278112,"teacher_disagreement_score":0.1953803,"about_ca_system_score_codex":0.0016399813,"about_ca_system_score_gemma":0.00074100704,"threshold_uncertainty_score":0.948876},"labels":[],"label_agreement":null},{"id":"W2561568151","doi":"10.1016/j.jcjd.2016.09.009","title":"Assessing Whether the Association Between Sleep Apnea and Diabetes is Bidirectional","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Far Eastern Memorial Hospital; Ministry of Science and Technology","keywords":"Medicine; Sleep apnea; Association (psychology); Diabetes mellitus; Sleep (system call); Internal medicine; Endocrinology","score_opus":0.02132925276498701,"score_gpt":0.2772173834322028,"score_spread":0.25588813066721583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561568151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98182994,0.00068553176,0.000025410825,0.016342698,0.00024410959,0.00009554455,0.000028758723,0.000005409756,0.00074261404],"genre_scores_gemma":[0.99850094,0.0000033804888,0.00013531242,0.0004040646,0.0006824675,0.0000026856703,0.0000010848767,0.000021961552,0.00024811228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986372,0.00013446674,0.00027001786,0.00012762989,0.00038691642,0.00044377468],"domain_scores_gemma":[0.9979464,0.00070332154,0.00022543315,0.00012654171,0.00045836729,0.0005399691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097125437,0.00011241165,0.00026176206,0.00029631928,0.00019870143,0.00013880273,0.00012228223,0.00010235873,0.00032117523],"category_scores_gemma":[0.001139032,0.000063433836,0.00009938148,0.00020774618,0.00017264897,0.00034800477,0.000014871135,0.00028103817,0.000018887404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.997538e-7,0.0000039183715,0.92546725,0.000011085666,0.0003359101,0.000002058067,0.000108903216,9.775981e-8,0.0048694517,0.00001689591,0.000672,0.0685116],"study_design_scores_gemma":[0.0006519699,0.00010450624,0.9849412,0.000097045086,0.00015188225,0.0000027233782,0.00011656635,0.000029275083,0.0084115015,0.00046024096,0.0049476316,0.00008549526],"about_ca_topic_score_codex":0.000055901906,"about_ca_topic_score_gemma":0.00015908464,"teacher_disagreement_score":0.0684261,"about_ca_system_score_codex":0.00048399105,"about_ca_system_score_gemma":0.0002757241,"threshold_uncertainty_score":0.35166436},"labels":[],"label_agreement":null},{"id":"W2562315514","doi":"10.5867/medwave.2016.6810","title":"Risk factors for post coronary artery bypass graft atrial fibrillation: role of obstructive sleep apnea","year":2016,"lang":"en","type":"article","venue":"Medwave","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Atrial fibrillation; Sleep apnea; Cardiology; Internal medicine; Bypass grafting; Artery; Gynecology","score_opus":0.015769642506696553,"score_gpt":0.2731302263504365,"score_spread":0.25736058384373994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562315514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942195,0.00026419768,0.0019778032,0.000435728,0.00052451895,0.0012622515,0.00069829286,0.00005598934,0.0005617537],"genre_scores_gemma":[0.99758047,0.000014147772,0.0011377919,0.000012639416,0.00088500656,0.000015890962,0.00008814439,0.000053092368,0.00021284752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979437,0.00011766021,0.00044150132,0.00044487554,0.00059118343,0.00046110104],"domain_scores_gemma":[0.9972607,0.0011813195,0.000245449,0.00046836713,0.0006078045,0.0002363635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023816955,0.00024527716,0.0005015831,0.00021406743,0.00010761197,0.000011142106,0.0001412266,0.00017990054,0.00037325322],"category_scores_gemma":[0.0013081529,0.00016445541,0.00040742356,0.00019103683,0.00030887054,0.00018529118,0.00009333728,0.00015780468,0.000047966867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00401239,0.000054723096,0.6277628,0.000074482676,0.001365435,0.000022988455,0.0013035531,0.000011324865,0.09359485,0.0006685055,0.0000643663,0.2710646],"study_design_scores_gemma":[0.009289399,0.001964839,0.87835497,0.000059140828,0.00052498584,0.0001028792,0.0021583426,0.0013228715,0.09949074,0.0034601723,0.0028702358,0.0004014486],"about_ca_topic_score_codex":0.00004918535,"about_ca_topic_score_gemma":0.000013261519,"teacher_disagreement_score":0.27066317,"about_ca_system_score_codex":0.00019734095,"about_ca_system_score_gemma":0.00006306745,"threshold_uncertainty_score":0.67062974},"labels":[],"label_agreement":null},{"id":"W2563405205","doi":"10.1183/13993003.congress-2015.pa2416","title":"Impact of a custom-made mandibular repositioning device (MRD) on blood pressure (BP) in obstructive sleep apnea (OSA) patients noncompliant with continuous positive airway pressure (CPAP)","year":2015,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Blood pressure; Body mass index; Internal medicine; Diastole; Prospective cohort study; Sleep apnea; Cardiology; Oxygen saturation; Apnea","score_opus":0.014381688432361634,"score_gpt":0.2864082519796171,"score_spread":0.27202656354725546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563405205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789253,0.00038536466,0.00031181518,0.00013756029,0.00008782582,0.0023572522,0.00021657147,0.00008264051,0.017495673],"genre_scores_gemma":[0.99682146,0.0000019976587,0.0021505824,0.000069111156,0.000087162676,0.00008806249,0.00014579612,0.00008868816,0.00054716336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958288,0.00032032112,0.0006839084,0.00090113626,0.0014453762,0.0008204562],"domain_scores_gemma":[0.99632853,0.00021874499,0.00041728813,0.00077079405,0.0016894082,0.000575252],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037008405,0.0005298165,0.0010107392,0.00049369346,0.0001077844,0.000055896147,0.000293124,0.0002718729,0.00015675258],"category_scores_gemma":[0.0003734947,0.0003893531,0.00019999685,0.00076030084,0.0003047188,0.00037864837,0.0001785249,0.00082311966,0.000029645946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010237462,0.0033398452,0.96335363,0.00032479546,0.0046976875,0.00085750327,0.00366558,0.0021918884,0.007917172,0.00033290355,0.00014911046,0.0029323997],"study_design_scores_gemma":[0.019130515,0.012844793,0.917894,0.0006999236,0.0018443456,0.00034510897,0.0013850427,0.0039293617,0.04121162,0.00005982145,0.000052263742,0.00060322543],"about_ca_topic_score_codex":0.0013860915,"about_ca_topic_score_gemma":0.000061613166,"teacher_disagreement_score":0.04545967,"about_ca_system_score_codex":0.00024686352,"about_ca_system_score_gemma":0.00018234125,"threshold_uncertainty_score":0.9998558},"labels":[],"label_agreement":null},{"id":"W2565190877","doi":"10.1111/resp.12967","title":"Anaesthetic management of sleep‐disordered breathing in adults","year":2016,"lang":"en","type":"review","venue":"Respirology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Unconsciousness; Hypoventilation; Sedation; Arousal; Anesthesia; Breathing; Intensive care medicine; General anaesthesia; Sleep (system call); Respiratory system; Psychiatry; Neuroscience; Psychology","score_opus":0.03190614292072063,"score_gpt":0.3640714720252317,"score_spread":0.3321653291045111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565190877","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008190076,0.9921258,0.00003757092,0.00019983703,0.000120879144,0.00168815,0.000020321586,0.000027010208,0.0049613905],"genre_scores_gemma":[0.00065307546,0.9983581,0.00033008042,0.000022662889,0.00006154884,0.00018851651,0.000028150309,0.000075051925,0.0002828659],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99712974,0.00040297347,0.0008776222,0.0006365321,0.00036415056,0.0005889827],"domain_scores_gemma":[0.9984823,0.00017561002,0.00030658345,0.0008343604,0.00007624549,0.0001249225],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004888057,0.00035679448,0.0021041546,0.00093322503,0.000020752312,0.0000036507295,0.00035266695,0.0004885403,0.00028727693],"category_scores_gemma":[0.00008373866,0.00025099772,0.00037619987,0.0005124727,0.00023730715,0.000030192163,0.00028019398,0.0005230466,0.00023491326],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016905443,0.000126739,0.00014248361,0.032266032,0.00028043313,0.0007676618,0.000038420854,1.0955314e-7,7.72335e-7,0.0009034524,0.0000103935145,0.9652944],"study_design_scores_gemma":[0.0038478936,0.00088790525,0.0012032217,0.040175904,0.00059068034,0.00034798105,0.000030143172,0.000014037891,0.0000016950916,0.00030497476,0.9522664,0.0003291695],"about_ca_topic_score_codex":0.000040425573,"about_ca_topic_score_gemma":0.0000118188345,"teacher_disagreement_score":0.9649653,"about_ca_system_score_codex":0.00025188734,"about_ca_system_score_gemma":0.000064817556,"threshold_uncertainty_score":0.9999942},"labels":[],"label_agreement":null},{"id":"W2565524425","doi":"10.1111/jsr.12482","title":"Insomnia complaints in lean patients with obstructive sleep apnea negatively affect positive airway pressure treatment adherence","year":2016,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Obstructive sleep apnea; Medicine; Continuous positive airway pressure; Positive airway pressure; Body mass index; Airway; Apnea; Sleep apnea; Insomnia; Apnea–hypopnea index; Anesthesia; Cohort; Polysomnography; Internal medicine; Physical therapy; Psychiatry","score_opus":0.03694443288036964,"score_gpt":0.3406979998680275,"score_spread":0.3037535669876579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565524425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99417037,0.00027832977,0.00036257535,0.0008791617,0.0001448977,0.0018255874,0.000097742435,0.000015572237,0.002225774],"genre_scores_gemma":[0.9981494,0.00004440934,0.0010342074,0.000019610523,0.0002285102,0.000052540192,0.0000074676846,0.000069565285,0.00039428048],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99352384,0.0009392973,0.00075717404,0.0005976685,0.003027091,0.001154922],"domain_scores_gemma":[0.9930021,0.0016543183,0.00040448536,0.0005003114,0.003749196,0.0006895897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014880893,0.0004056333,0.0009232029,0.0014294987,0.00022658554,0.0000647492,0.0005241666,0.00020068474,0.00041017457],"category_scores_gemma":[0.0012105483,0.00022359057,0.00020217636,0.0012454487,0.0010351068,0.00067901023,0.00021381013,0.0013002264,0.00010739131],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014533879,0.002352832,0.72267085,0.00009712817,0.0014177229,0.001010675,0.0021426536,0.000026610725,0.009522701,0.00026355695,0.00009051511,0.24587087],"study_design_scores_gemma":[0.021556517,0.01819368,0.9336683,0.0007760151,0.0001298089,0.00016306297,0.0009875416,0.00018175684,0.023473307,0.00032603918,0.00025843692,0.0002854878],"about_ca_topic_score_codex":0.0001787264,"about_ca_topic_score_gemma":0.00011423427,"teacher_disagreement_score":0.2455854,"about_ca_system_score_codex":0.0017573629,"about_ca_system_score_gemma":0.00028562584,"threshold_uncertainty_score":0.9117759},"labels":[],"label_agreement":null},{"id":"W2567205098","doi":"10.1016/j.smrv.2016.12.001","title":"Critical review: CPAP and weight management of obstructive sleep apnea cardiovascular co-morbidities","year":2016,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Obstructive sleep apnea; Overweight; Continuous positive airway pressure; Weight loss; Stroke (engine); Internal medicine; Sleep apnea; Obesity; Cardiology; Blood pressure; Coronary artery disease; Positive airway pressure; Adverse effect; Physical therapy; Intensive care medicine","score_opus":0.06754788000049253,"score_gpt":0.3861772378213326,"score_spread":0.3186293578208401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567205098","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.532559e-7,0.9742471,0.0006082779,0.0006547569,0.00089669833,0.0086034695,0.00013366345,0.00007259511,0.014782666],"genre_scores_gemma":[0.0000029288233,0.9947185,0.0011888866,0.00022788768,0.0014268827,0.0013242961,0.00023626194,0.00022228832,0.0006521016],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98941934,0.0017379521,0.0036034845,0.0017749836,0.0023341703,0.0011300773],"domain_scores_gemma":[0.993494,0.00092373195,0.0010138681,0.0030154714,0.00068291265,0.00087005383],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0041597644,0.0015396879,0.013417756,0.000757342,0.00015392079,0.000017783677,0.0007736563,0.0005142574,0.0018248757],"category_scores_gemma":[0.0022158858,0.00089086435,0.002895486,0.0010872647,0.002439584,0.00021604706,0.0005091647,0.0012511383,0.0005169123],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013999139,0.00005399049,0.000006386046,0.3432515,0.003184236,0.00031601774,0.000022824615,3.051786e-9,6.426056e-7,0.0011531904,0.002871374,0.6491258],"study_design_scores_gemma":[0.0010207698,0.00027545838,0.000017222002,0.27845412,0.018296376,0.0008572609,0.000049589802,0.0000014385821,0.0000033962024,0.000060828803,0.7004561,0.0005074829],"about_ca_topic_score_codex":0.00001319832,"about_ca_topic_score_gemma":4.2596977e-7,"teacher_disagreement_score":0.6975847,"about_ca_system_score_codex":0.00047679522,"about_ca_system_score_gemma":0.00008921818,"threshold_uncertainty_score":0.9997352},"labels":[],"label_agreement":null},{"id":"W2567472787","doi":"10.1212/wnl.0000000000003557","title":"Sleep characteristics and cognitive impairment in the general population","year":2016,"lang":"en","type":"article","venue":"Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fondation Leenaards","keywords":"Clinical Dementia Rating; Polysomnography; Montreal Cognitive Assessment; Population; Dementia; Cognition; Sleep apnea; Neuropsychology; Psychology; Confounding; Medicine; Epworth Sleepiness Scale; Audiology; Physical therapy; Clinical psychology; Cognitive impairment; Psychiatry; Internal medicine; Apnea; Disease","score_opus":0.01723193119416394,"score_gpt":0.30302117863391087,"score_spread":0.28578924743974693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567472787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919715,0.000013380431,0.0000732038,0.0073748687,0.000077553006,0.00029143994,0.000007698035,0.000008405559,0.0001819646],"genre_scores_gemma":[0.998127,0.000007913092,0.00001712077,0.0016710883,0.00012445031,0.000022182256,0.000008561745,0.000007147272,0.000014524019],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993035,0.00015377374,0.000102937716,0.00015410811,0.00011690909,0.00016877707],"domain_scores_gemma":[0.99962986,0.00018238359,0.000025544423,0.00009300819,0.000033519387,0.00003568859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014241651,0.00005698243,0.0001041999,0.000069138216,0.000023423148,0.0000043672107,0.000035291596,0.000050949606,0.00005637007],"category_scores_gemma":[0.00013872984,0.000030170473,0.000014233616,0.000058511105,0.000086848784,0.0000268831,0.000033057437,0.00012798482,0.000018348483],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064883486,0.00005581747,0.93069685,0.0000059801746,0.000010131677,0.00012239694,0.00010495486,2.799083e-8,0.0035825549,0.00035592477,0.000006526306,0.06440998],"study_design_scores_gemma":[0.0013265045,0.00093463797,0.99689686,0.0000029596515,0.000015502881,0.00016440476,0.000005986663,0.00022688822,0.00010277446,0.00017806803,0.00011622666,0.000029199811],"about_ca_topic_score_codex":0.000040638384,"about_ca_topic_score_gemma":0.00001959982,"teacher_disagreement_score":0.06619998,"about_ca_system_score_codex":0.000011271016,"about_ca_system_score_gemma":0.000003753016,"threshold_uncertainty_score":0.12303162},"labels":[],"label_agreement":null},{"id":"W2573476440","doi":"10.1164/rccm.201606-1271oc","title":"Gray Matter Hypertrophy and Thickening with Obstructive Sleep Apnea in Middle-aged and Older Adults","year":2017,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Voxel-based morphometry; Obstructive sleep apnea; Hypoxemia; Cardiology; Grey matter; Sleep apnea; Magnetic resonance imaging; Internal medicine; Anesthesia; White matter; Radiology","score_opus":0.01688301551279141,"score_gpt":0.299581906061731,"score_spread":0.2826988905489396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2573476440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925354,0.003993976,0.000138095,0.0026707153,0.00008049515,0.00017712143,0.0000037116276,0.0000050088906,0.00039546686],"genre_scores_gemma":[0.9975486,0.000034223292,0.00083001616,0.0012697707,0.00028126835,0.000005549988,6.1602105e-7,0.00002608358,0.0000039113443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982478,0.00018062914,0.0003896888,0.00032109735,0.0005251208,0.00033564426],"domain_scores_gemma":[0.9981434,0.00038904478,0.00020282195,0.00027128067,0.0004608146,0.0005326904],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003987291,0.0002206821,0.0007361167,0.00027043233,0.0002364378,0.000047005356,0.00012029095,0.00006468275,0.00004440466],"category_scores_gemma":[0.0009464034,0.00014169063,0.000036540772,0.000120452394,0.0046398155,0.00025408578,0.00008398017,0.0008104264,7.339628e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022929118,0.00003759848,0.8716395,0.00034333364,0.00006630391,0.0014178631,0.0047521363,1.0259564e-7,0.0015661017,0.00009083669,0.00000776674,0.117785536],"study_design_scores_gemma":[0.005627085,0.006296346,0.9512057,0.0011594733,0.00018880334,0.0011597731,0.033736862,0.000014559427,0.00030102485,0.00005557778,0.00009030348,0.0001644933],"about_ca_topic_score_codex":0.00007546903,"about_ca_topic_score_gemma":0.000019791007,"teacher_disagreement_score":0.11762104,"about_ca_system_score_codex":0.00004658963,"about_ca_system_score_gemma":0.00003720475,"threshold_uncertainty_score":0.998069},"labels":[],"label_agreement":null},{"id":"W2579863019","doi":"10.1007/s00198-017-3912-8","title":"Association between sleep apnea and low bone mass in adults: a systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"Osteoporosis International","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Medicine; Sleep apnea; Polysomnography; Obstructive sleep apnea; Osteoporosis; Apnea; Bone density; Bone remodeling; Internal medicine; Meta-analysis; Bone resorption; Population; Odds ratio","score_opus":0.06788700333998857,"score_gpt":0.37865261517059,"score_spread":0.3107656118306015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579863019","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011237044,0.99424165,0.000026153815,0.0009784283,0.00006831285,0.003151713,0.0007494955,0.000020861311,0.0007521408],"genre_scores_gemma":[0.00036458962,0.9948086,0.00030263973,0.000110474015,0.000104853236,0.0009736631,0.00095252076,0.000053758864,0.0023288976],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99544835,0.0005073921,0.0016451959,0.00080500153,0.0012604487,0.0003336131],"domain_scores_gemma":[0.9959493,0.00070528674,0.0019065689,0.00075071945,0.00049196725,0.00019612789],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021152354,0.0005218284,0.008292447,0.001027185,0.00008373025,0.00017811121,0.00041188044,0.00038748942,0.0005144635],"category_scores_gemma":[0.0027308082,0.00038515835,0.0016017352,0.0004541025,0.00008974876,0.00022167721,0.00025729617,0.0006649069,0.000059481423],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063298176,0.000052625033,0.001446822,0.75690264,0.22226731,0.000036481622,0.00004711486,4.135601e-8,1.2360887e-7,0.000021476679,0.00004665406,0.019172376],"study_design_scores_gemma":[0.00062082795,0.00005235659,0.00036354832,0.054596968,0.93543535,0.000043993376,0.000022272103,0.000056557205,4.784049e-7,0.00001821617,0.00842473,0.00036472545],"about_ca_topic_score_codex":0.00006353241,"about_ca_topic_score_gemma":0.00005500234,"teacher_disagreement_score":0.713168,"about_ca_system_score_codex":0.00082511007,"about_ca_system_score_gemma":0.000059568873,"threshold_uncertainty_score":0.99986005},"labels":[],"label_agreement":null},{"id":"W2581789900","doi":"10.1378/chest.13-0094","title":"Influence of Obstructive Sleep Apnea on Cognitive Impairment in Patients With COPD: Response","year":2013,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université de Montréal; Concordia University; Hôpital du Sacré-Cœur de Montréal","funders":"GlaxoSmithKline","keywords":"Obstructive sleep apnea; Medicine; COPD; Cognitive impairment; Dementia; Cognition; Sleep apnea; Physical therapy; Pediatrics; Audiology; Internal medicine; Psychiatry; Disease","score_opus":0.012048347583676539,"score_gpt":0.26717006389764303,"score_spread":0.2551217163139665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581789900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97598445,0.00005139991,0.000015080549,0.021997105,0.00013692779,0.0014660369,0.000092877686,0.000013305735,0.00024281877],"genre_scores_gemma":[0.9695243,0.000009285792,0.00035652655,0.028958812,0.000681179,0.00007226007,0.00008915919,0.00012124707,0.00018720436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955145,0.0005579865,0.000743941,0.00052131916,0.0018871877,0.0007750453],"domain_scores_gemma":[0.9959671,0.00078709854,0.0007248467,0.0004208056,0.0018182631,0.0002818675],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00055617164,0.0005170703,0.0009194815,0.00104926,0.000090354115,0.0000532981,0.0003233316,0.00058683724,0.000275973],"category_scores_gemma":[0.0009546997,0.00037992845,0.0001661639,0.00052134,0.00058721297,0.0002395697,0.000107598644,0.0054916055,0.00011872065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.060442027,0.001890619,0.8868316,0.0017721008,0.002130565,0.006256815,0.003276452,0.00016158982,0.0004353026,0.0000038079284,0.02515717,0.011641949],"study_design_scores_gemma":[0.009967347,0.004987549,0.9794597,0.0017108851,0.00016754818,0.0002139964,0.0002722924,0.000015085981,0.0009926428,0.000035357734,0.0018215427,0.0003560605],"about_ca_topic_score_codex":0.00002446597,"about_ca_topic_score_gemma":0.0000010640919,"teacher_disagreement_score":0.09262809,"about_ca_system_score_codex":0.0010638774,"about_ca_system_score_gemma":0.0002982689,"threshold_uncertainty_score":0.9998653},"labels":[],"label_agreement":null},{"id":"W2582135993","doi":"10.1001/jamainternmed.2016.9538","title":"Screening for Obstructive Sleep Apnea","year":2017,"lang":"en","type":"editorial","venue":"JAMA Internal Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep (system call); Sleep apnea; Sleep apnea syndromes; Apnea; Polysomnography; Intensive care medicine; Internal medicine","score_opus":0.031706354546935704,"score_gpt":0.3612051054098116,"score_spread":0.3294987508628759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582135993","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044701624,0.0011972076,0.018480578,0.0037469016,0.94690967,0.0022558619,0.00062852213,0.0001599311,0.02617433],"genre_scores_gemma":[0.0060200715,0.000069697206,0.0038435888,0.00021567682,0.9726618,0.0003440955,0.0012452271,0.00028447094,0.01531536],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934584,0.00011192496,0.0010293747,0.0013192872,0.003000077,0.0010809592],"domain_scores_gemma":[0.9907267,0.0033338629,0.0010181586,0.0016140077,0.0025663357,0.0007409257],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0013208501,0.0008637004,0.0020714835,0.0007545597,0.00034226003,0.00015828396,0.001388651,0.0016342001,0.0007221781],"category_scores_gemma":[0.038533006,0.000671611,0.00054429774,0.00015384854,0.0011806434,0.0003158939,0.00048283752,0.0038713664,0.00008953358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040668407,0.00006572663,0.0004923873,0.00086518534,0.0012285685,0.0004562043,0.00026529675,5.4863455e-7,0.0005071034,0.00006399001,0.826256,0.16573215],"study_design_scores_gemma":[0.013983614,0.0028756126,0.0015671027,0.00328828,0.00097031647,0.00013702146,0.00032754446,0.0010232589,0.00072879944,0.00042221186,0.97412723,0.00054901507],"about_ca_topic_score_codex":0.00068079727,"about_ca_topic_score_gemma":0.000037017355,"teacher_disagreement_score":0.16518313,"about_ca_system_score_codex":0.00058546267,"about_ca_system_score_gemma":0.00021245662,"threshold_uncertainty_score":0.99966186},"labels":[],"label_agreement":null},{"id":"W2583887249","doi":"","title":"Prospective Study Comparing Frequency of Obstructive Sleep Apnea in Open-Angle Glaucoma versus Controls","year":2016,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Obstructive sleep apnea; Medicine; Open angle glaucoma; Glaucoma; Sleep apnea; Prospective cohort study; Ophthalmology; Anesthesia; Cardiology; Internal medicine","score_opus":0.0392092405090775,"score_gpt":0.33460933175831503,"score_spread":0.29540009124923755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583887249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94697046,0.00005404572,0.00040367295,0.00019668117,0.00022287198,0.0038271365,0.000013122844,0.000046169233,0.048265815],"genre_scores_gemma":[0.99813974,0.0000010186529,0.0012668774,0.000012909038,0.00006738579,0.00024517687,0.000002423181,0.000036711856,0.00022774584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974509,0.00019419717,0.00057747844,0.000632826,0.00062628917,0.0005183478],"domain_scores_gemma":[0.9980278,0.0004915922,0.00015745287,0.0006569835,0.00047825082,0.00018790555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049023796,0.00025135104,0.00086254976,0.00031082003,0.00006370274,0.00003065613,0.0005043442,0.00008761876,0.00056604005],"category_scores_gemma":[0.00073740847,0.00016585844,0.00008908453,0.00056835683,0.00029180537,0.00041172036,0.00047326228,0.0002741121,0.000075369164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034696842,0.0012966791,0.9535076,0.00001873865,0.0004656871,0.00009252952,0.00086157315,2.637776e-7,0.025792899,0.0067348536,0.0000054615807,0.0077540562],"study_design_scores_gemma":[0.039960627,0.0021551137,0.9362683,0.000048794853,0.000078370256,0.000009840575,0.0052683,0.00015548144,0.014551995,0.0013054188,0.0000054785514,0.00019223198],"about_ca_topic_score_codex":0.0012828684,"about_ca_topic_score_gemma":0.0014660307,"teacher_disagreement_score":0.05116927,"about_ca_system_score_codex":0.0006212924,"about_ca_system_score_gemma":0.000069795766,"threshold_uncertainty_score":0.67635113},"labels":[],"label_agreement":null},{"id":"W2584557471","doi":"10.1016/j.jsmc.2016.10.003","title":"The Benefits of Perioperative Screening for Sleep Apnea in Surgical Patients","year":2017,"lang":"en","type":"review","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University Health Network; University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Perioperative; Obstructive sleep apnea; Sleep apnea; Intensive care medicine; Disease; Population; Internal medicine; Surgery; Environmental health","score_opus":0.16762453960819887,"score_gpt":0.4610397067064197,"score_spread":0.2934151670982208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2584557471","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021396256,0.9900364,0.00009816416,0.0004993851,0.0013145879,0.0054320986,0.00024074531,0.000025327037,0.0021392903],"genre_scores_gemma":[0.00037564198,0.99574846,0.00041547447,0.000054265867,0.0013714063,0.0005290683,0.0007703841,0.00016034937,0.0005749351],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99372935,0.0004663358,0.0026799107,0.00093552936,0.0012864284,0.00090243394],"domain_scores_gemma":[0.9901007,0.005077762,0.001539172,0.0016394397,0.0012547896,0.00038816166],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034223788,0.0007329914,0.0044797068,0.0004935784,0.000416365,0.000036140384,0.0010668219,0.0007109793,0.00007193699],"category_scores_gemma":[0.0098987855,0.000420437,0.0009325203,0.0004714459,0.0013676217,0.00010524193,0.00040557375,0.001712038,0.000025393645],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003741467,0.00021835655,0.0014334752,0.0056486824,0.00054232485,0.000030408055,0.00019211402,0.0000018069408,3.2286984e-8,0.0004449454,0.000074484116,0.9910392],"study_design_scores_gemma":[0.0077840122,0.0019774681,0.00081268314,0.012450393,0.001448204,0.0000306664,0.00020845271,0.0006134594,6.153469e-7,0.000014661536,0.9743147,0.00034470376],"about_ca_topic_score_codex":0.000026659796,"about_ca_topic_score_gemma":0.00003942336,"teacher_disagreement_score":0.9906945,"about_ca_system_score_codex":0.00022116657,"about_ca_system_score_gemma":0.0002229295,"threshold_uncertainty_score":0.99982476},"labels":[],"label_agreement":null},{"id":"W2585522345","doi":"10.1016/j.rmr.2011.10.954","title":"Influence de la stimulation magnétique transcrânienne des muscles des voies aériennes supérieures sur les évènements respiratoires obstructifs au cours du sommeil chez le sujet apnéique : résultats préliminaires","year":2012,"lang":"fr","type":"article","venue":"Revue des Maladies Respiratoires","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine","score_opus":0.033918856634646485,"score_gpt":0.2946798823085525,"score_spread":0.260761025673906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585522345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8934167,0.100384526,0.0012100926,0.00087207404,0.00058126444,0.0017969189,0.00033077397,0.00039945016,0.0010082085],"genre_scores_gemma":[0.98264,0.008001382,0.0044992305,0.00019519679,0.002409656,0.00050397037,0.00007711095,0.0004275107,0.0012458876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9868579,0.0038690509,0.0019998637,0.001557107,0.001248746,0.0044673174],"domain_scores_gemma":[0.990163,0.004128461,0.00074343337,0.0013424692,0.0019447244,0.0016778896],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.004314901,0.0017195102,0.0017868025,0.0011275561,0.0034313668,0.00078318076,0.0012030159,0.0012500781,0.00034570374],"category_scores_gemma":[0.011774625,0.0017863819,0.0006944846,0.0016523615,0.017849457,0.0036638996,0.00058289117,0.0016098678,0.00007912024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013689657,0.0018344322,0.702984,0.009969057,0.0007866099,0.00050169026,0.057468344,0.0067380015,0.071422994,0.004490162,0.00022744203,0.1422083],"study_design_scores_gemma":[0.0049569164,0.0012754825,0.8705456,0.005407859,0.0006513458,0.000878167,0.01584186,0.0017954776,0.07937652,0.0026220023,0.015059693,0.0015890771],"about_ca_topic_score_codex":0.011381526,"about_ca_topic_score_gemma":0.012859589,"teacher_disagreement_score":0.16756159,"about_ca_system_score_codex":0.0025538427,"about_ca_system_score_gemma":0.0013217971,"threshold_uncertainty_score":0.9995551},"labels":[],"label_agreement":null},{"id":"W2587083779","doi":"10.1016/j.resp.2017.01.013","title":"Ovarian steroids act as respiratory stimulant and antioxidant against the causes and consequences of sleep-apnea in women","year":2017,"lang":"en","type":"review","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Sleep apnea; Hypoxia (environmental); Hormone; Oxidative stress; Sleep (system call); Respiratory system; Endocrinology; Internal medicine; Apnea; Medicine; Receptor; Intermittent hypoxia; Stimulant; Antioxidant; Obstructive sleep apnea; Biology; Chemistry; Oxygen","score_opus":0.08702815015319043,"score_gpt":0.37726468974492067,"score_spread":0.29023653959173024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587083779","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48173016,0.5165805,2.3731342e-7,0.0000524472,0.00019761662,0.0011780125,0.00007949379,0.000022765209,0.00015872454],"genre_scores_gemma":[0.16590762,0.8317435,0.00001096932,0.0015992704,0.00026373594,0.0003182984,0.00002387101,0.000106909036,0.000025861462],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934393,0.0029143272,0.0012066901,0.0013011504,0.00020248102,0.0009360625],"domain_scores_gemma":[0.9956697,0.001463331,0.0009894435,0.0014515377,0.00016455378,0.0002614347],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012063973,0.0007537083,0.0035419082,0.00066594966,0.00025827423,0.00003296432,0.0006952342,0.00083396706,0.000037359965],"category_scores_gemma":[0.0009927637,0.00048469976,0.00024417895,0.00026476916,0.0056679067,0.00010561748,0.00075010245,0.0015501461,0.000025452893],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010453985,0.00029577632,0.0034085023,0.011212833,0.0013172937,0.00081376533,0.00031839186,0.00000189426,0.16364744,0.0005503599,0.000049369017,0.817339],"study_design_scores_gemma":[0.0036968878,0.006088507,0.0654842,0.003147606,0.0006512207,0.00055456883,0.0001698466,0.0000066812872,0.00075210317,0.00027318302,0.91820955,0.0009656231],"about_ca_topic_score_codex":0.000034894507,"about_ca_topic_score_gemma":0.000013168005,"teacher_disagreement_score":0.9181602,"about_ca_system_score_codex":0.00014406705,"about_ca_system_score_gemma":0.00064253394,"threshold_uncertainty_score":0.99976045},"labels":[],"label_agreement":null},{"id":"W2587829783","doi":"10.1016/j.endinu.2016.10.009","title":"Type 2 diabetes, risk of sleep apnea-hypopnea syndrome, and quality of life associated to sleep breathing disorders","year":2017,"lang":"es","type":"letter","venue":"Endocrinología Diabetes y Nutrición","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Heart and Stroke Foundation of Canada","keywords":"Van der Waerden's theorem; Generalization; Psychology; Mathematical economics; Mathematics; Combinatorics","score_opus":0.02247615145970281,"score_gpt":0.2906149108811784,"score_spread":0.2681387594214756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587829783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9653324,0.014774976,0.0000359781,0.011356616,0.0018577129,0.0030005102,0.0023715298,0.00019271176,0.0010775599],"genre_scores_gemma":[0.99283105,0.0017446536,0.00047341458,0.002692312,0.0007479771,0.00020785838,0.00063441717,0.00036041674,0.00030792557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9862527,0.002418022,0.0029849852,0.0023333807,0.0025125674,0.003498323],"domain_scores_gemma":[0.9850942,0.005248113,0.00391287,0.0033147384,0.0014730112,0.0009570694],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0020209276,0.0017606901,0.005695783,0.0023459785,0.00064826006,0.00018051923,0.0022043462,0.0016919671,0.0002647379],"category_scores_gemma":[0.025953554,0.0017214048,0.0009368204,0.0016782463,0.002156008,0.00041544923,0.0020590744,0.004704071,0.00017203951],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025667978,0.0009886745,0.94687855,0.0048394445,0.007374476,0.00013799098,0.00030746838,0.000023932374,0.00346657,0.00008515158,0.0035098537,0.032131236],"study_design_scores_gemma":[0.0073005455,0.0032711786,0.96994245,0.0012343333,0.002605881,0.000009119666,0.00024830355,0.0010142667,0.0054230336,0.0003911686,0.0066997097,0.0018600365],"about_ca_topic_score_codex":0.0017308516,"about_ca_topic_score_gemma":0.000047990485,"teacher_disagreement_score":0.030271199,"about_ca_system_score_codex":0.00055425207,"about_ca_system_score_gemma":0.00018403673,"threshold_uncertainty_score":0.99960405},"labels":[],"label_agreement":null},{"id":"W2588216087","doi":"10.1186/s40463-017-0190-6","title":"Does drug-induced sleep endoscopy change the surgical decision in surgically naïve non-syndromic children with snoring/sleep disordered breathing from the standard adenotonsillectomy? A retrospective cohort study","year":2017,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"Umm Al-Qura University; King Saud University","keywords":"Medicine; Retrospective cohort study; Sleep disordered breathing; Cohort; Breathing; Anesthesia; Endoscopy; Sleep (system call); Audiology; Pediatrics; Surgery; Obstructive sleep apnea; Internal medicine","score_opus":0.018459792518376393,"score_gpt":0.29695392830174955,"score_spread":0.2784941357833732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588216087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935129,0.00067470514,0.000012672555,0.003047405,0.0005584387,0.002087456,0.000027547796,0.000016102253,0.0000627424],"genre_scores_gemma":[0.998585,0.0004980965,0.00011477592,0.000078990306,0.000563227,0.00008942652,0.0000072148405,0.000054405766,0.000008905314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99587566,0.00066357845,0.0009439718,0.0006304423,0.0011938665,0.0006924608],"domain_scores_gemma":[0.99465555,0.0028612425,0.00081080914,0.00093991356,0.00043855622,0.00029394336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032704042,0.00042252726,0.0017371484,0.00035979674,0.0009166028,0.00020675719,0.0005670091,0.00022327215,0.00009903912],"category_scores_gemma":[0.0008963321,0.00018406163,0.00030074024,0.0003081959,0.00054689066,0.00050347927,0.0003342535,0.0019481952,0.000004443883],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060551437,0.00046199598,0.98391926,0.000010654324,0.0009522111,0.004002236,0.001527725,6.910495e-7,0.00013543438,0.0000059697345,0.000024045128,0.002904636],"study_design_scores_gemma":[0.008024497,0.0011038274,0.9868372,0.00041110508,0.0002688355,0.0023595537,0.00034501558,0.00006534103,0.00024059344,0.00008129854,0.00003703671,0.00022569163],"about_ca_topic_score_codex":0.0021835053,"about_ca_topic_score_gemma":0.0017982342,"teacher_disagreement_score":0.0050720274,"about_ca_system_score_codex":0.00027950187,"about_ca_system_score_gemma":0.00018709974,"threshold_uncertainty_score":0.8464047},"labels":[],"label_agreement":null},{"id":"W2589374798","doi":"10.1016/j.smrv.2017.02.002","title":"Determinants of policy decisions for non-commercial drivers with OSA: An integrative review","year":2017,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Mount Sinai Hospital; McGill University; Université de Montréal; Dawson College; Jewish General Hospital","funders":"","keywords":"Obstructive sleep apnea; Excessive daytime sleepiness; Medicine; Poison control; Human factors and ergonomics; Apnea–hypopnea index; Metric (unit); Injury prevention; Psychology; Applied psychology; Cognition; Business; Environmental health; Apnea; Psychiatry; Polysomnography; Marketing; Sleep disorder","score_opus":0.19035498944355303,"score_gpt":0.5136849020871108,"score_spread":0.3233299126435578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589374798","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000043361833,0.97887963,0.0004879381,0.0005117214,0.00035105352,0.017056488,0.00018598768,0.000027597653,0.0024952209],"genre_scores_gemma":[0.000003988933,0.99174434,0.0030268568,0.00042209134,0.001625014,0.0018965706,0.00055443833,0.00020058572,0.00052611023],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99274683,0.0007673431,0.0031029475,0.0012835289,0.0011830989,0.000916277],"domain_scores_gemma":[0.99007654,0.0011947029,0.0033828455,0.003390203,0.0010534523,0.00090222945],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0031415778,0.0013523296,0.014111759,0.0010991398,0.00028535046,0.000020089503,0.0015567908,0.00046079815,0.0002756724],"category_scores_gemma":[0.015069925,0.00069449673,0.0016799838,0.0011303434,0.00135312,0.00025948315,0.00026997342,0.0012188983,0.00009272177],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067384615,0.00015467172,0.00006149495,0.11541821,0.00034157292,0.000052474334,0.00011871462,2.517101e-9,8.791454e-7,0.000048784423,0.0034995908,0.8802362],"study_design_scores_gemma":[0.0013383892,0.0019695766,0.000037864997,0.35256323,0.0063047367,0.00023866145,0.000030690797,0.000004423135,0.00000209691,0.000013294133,0.6371429,0.00035416542],"about_ca_topic_score_codex":0.00014276952,"about_ca_topic_score_gemma":0.00023006304,"teacher_disagreement_score":0.87988204,"about_ca_system_score_codex":0.00066276145,"about_ca_system_score_gemma":0.0013813084,"threshold_uncertainty_score":0.99992275},"labels":[],"label_agreement":null},{"id":"W2589618062","doi":"10.3389/fneur.2017.00063","title":"Sleep Disorders: Is the Trigemino-Cardiac Reflex a Missing Link?","year":2017,"lang":"en","type":"review","venue":"Frontiers in Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Reflex; Bradycardia; Apnea; Sleep apnea; Anesthesia; Cardiorespiratory fitness; Obstructive sleep apnea; Sleep (system call); Trigeminal nerve; Sudden infant death syndrome; Internal medicine; Pediatrics; Heart rate; Blood pressure","score_opus":0.07599620147606218,"score_gpt":0.39536211702339696,"score_spread":0.3193659155473348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589618062","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008667771,0.97718644,0.00018255049,0.009527583,0.0039838646,0.0024233032,0.00004772033,0.000049132716,0.0065907463],"genre_scores_gemma":[0.000027400038,0.9961731,0.0007471016,0.0007758282,0.0010342716,0.00026331274,0.000061796265,0.00015400465,0.00076317287],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99552774,0.0011032276,0.00079839583,0.0010934655,0.00050278014,0.0009743879],"domain_scores_gemma":[0.99652463,0.00044802978,0.00051280716,0.002227068,0.00007440197,0.00021308614],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008928878,0.0006202899,0.0031923738,0.0007309924,0.00028449844,0.00007544754,0.0011662451,0.0010365737,0.00007643316],"category_scores_gemma":[0.0010773423,0.0004218276,0.0010162132,0.00041237116,0.0009607388,0.0000828879,0.0004350183,0.0032735523,0.00011040102],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014158149,0.000048105587,0.0013402377,0.0028573535,0.00042489776,0.00018813038,0.00008827849,5.1013203e-8,3.3241642e-7,0.000020783937,0.01011095,0.9847793],"study_design_scores_gemma":[0.0006977187,0.00030567168,0.0003502417,0.0006494027,0.0008712363,0.00011235033,0.000012106457,0.0001103701,5.192021e-7,0.0006102505,0.9959954,0.00028475866],"about_ca_topic_score_codex":0.00002747739,"about_ca_topic_score_gemma":0.000004255831,"teacher_disagreement_score":0.9858844,"about_ca_system_score_codex":0.0001724763,"about_ca_system_score_gemma":0.00021879123,"threshold_uncertainty_score":0.99982333},"labels":[],"label_agreement":null},{"id":"W2589691124","doi":"10.1212/wnl.0000000000003738","title":"Reduced cognitive function in patients with Parkinson disease and obstructive sleep apnea","year":2017,"lang":"en","type":"article","venue":"Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Epworth Sleepiness Scale; Polysomnography; Obstructive sleep apnea; Medicine; Internal medicine; Depression (economics); Hypoxemia; Sleep apnea; Apnea; Cardiology; Physical therapy; Dementia; Disease","score_opus":0.013727132289911393,"score_gpt":0.26673267807751305,"score_spread":0.25300554578760165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589691124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99736434,0.000032571534,0.00003219171,0.0008155382,0.00019110223,0.00066418207,0.000017150185,0.00002056847,0.0008623434],"genre_scores_gemma":[0.99945843,0.0000032423002,0.000024011955,0.00032683194,0.00007366668,0.000049256992,0.00002593813,0.000024549488,0.000014067315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987782,0.00010276092,0.00012394771,0.00046539467,0.000230214,0.00029948773],"domain_scores_gemma":[0.99910116,0.00008565323,0.0001004424,0.00033075514,0.00017478531,0.00020722463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000676043,0.00014074927,0.00022260295,0.00014663373,0.00015837696,0.000024926989,0.00007877772,0.000085804335,0.000047766458],"category_scores_gemma":[0.00045892675,0.00011776548,0.000022746786,0.000063214546,0.0004550818,0.00016092717,0.00010460154,0.0003788976,0.000015509202],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022008222,0.00015070892,0.9415827,0.000019219327,0.00006310827,0.00013111926,0.00006377438,6.6140086e-7,0.00015799773,0.000052422118,0.0000027296353,0.035767376],"study_design_scores_gemma":[0.0065621943,0.0024845223,0.99007607,0.000009928082,0.00011531121,0.000008454121,0.000013719949,0.00024245835,0.00009564298,0.00019021583,0.00010771978,0.000093794435],"about_ca_topic_score_codex":0.00004649971,"about_ca_topic_score_gemma":0.000030787636,"teacher_disagreement_score":0.048493374,"about_ca_system_score_codex":0.000020004043,"about_ca_system_score_gemma":0.00002103192,"threshold_uncertainty_score":0.48023367},"labels":[],"label_agreement":null},{"id":"W2589711144","doi":"10.1093/fampra/cmx008","title":"The challenge of identifying family medicine patients with obstructive sleep apnea: addressing the question of gender inequality","year":2017,"lang":"en","type":"article","venue":"Family Practice","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Mary's Hospital Centre; Mount Sinai Hospital; Université de Montréal; McGill University; Dawson College; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Sleep apnea; Physical therapy; Obesity; Sleep medicine; Apnea; Metabolic syndrome; Hypopnea; Apnea–hypopnea index; Diabetes mellitus; Sleep disorder; Pediatrics; Internal medicine; Insomnia; Psychiatry; Endocrinology","score_opus":0.1705824221564562,"score_gpt":0.4196523923904536,"score_spread":0.2490699702339974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589711144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94921476,0.0026062934,0.0049336315,0.004873996,0.0007863514,0.0015550362,0.00003088667,0.000037114853,0.035961937],"genre_scores_gemma":[0.9980108,0.00017747664,0.001345936,0.00014654928,0.00020071775,0.00003451544,0.0000134634365,0.000038499766,0.00003205203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99612135,0.000765799,0.00063455454,0.00040374207,0.00169618,0.00037835052],"domain_scores_gemma":[0.99225056,0.0021323948,0.0016085178,0.0016223644,0.0022702778,0.00011587173],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0028754873,0.00023886094,0.00047060428,0.000098320685,0.00089963106,0.000069819136,0.00060153793,0.0001188961,0.000012583819],"category_scores_gemma":[0.010410899,0.00012355184,0.00008012182,0.00020230966,0.0015476937,0.0009036574,0.0003037774,0.0007438509,0.0000072030093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015540051,0.002102374,0.47015035,0.0019253502,0.0037995612,0.00012251725,0.020305619,0.000025069776,0.028541416,0.028608315,0.0003540867,0.4285253],"study_design_scores_gemma":[0.0031332958,0.0005509858,0.9820166,0.0002553122,0.0005025464,0.000009005845,0.010908801,0.00027160463,0.00064577156,0.00082145387,0.0007486576,0.00013592743],"about_ca_topic_score_codex":0.00074137695,"about_ca_topic_score_gemma":0.000027252128,"teacher_disagreement_score":0.5118663,"about_ca_system_score_codex":0.00012758632,"about_ca_system_score_gemma":0.00008253856,"threshold_uncertainty_score":0.9979248},"labels":[],"label_agreement":null},{"id":"W2592480701","doi":"10.1155/2017/2760650","title":"CPAP Treatment Adherence in Women with Obstructive Sleep Apnea","year":2017,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Mary's Hospital Centre; Mount Sinai Hospital; Université de Montréal; McGill University; Dawson College; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Polysomnography; Sleep apnea; Nocturnal; Physical therapy; Internal medicine; Apnea","score_opus":0.017312370977788996,"score_gpt":0.2962991705052787,"score_spread":0.2789867995274897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592480701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97397393,0.00015292452,0.00017659835,0.0010718504,0.0001564483,0.0011701082,0.000016383445,0.000062173945,0.023219604],"genre_scores_gemma":[0.9982773,0.00005137557,0.00060367014,0.00006487124,0.000067892775,0.00046404984,0.000010865644,0.00005771841,0.00040222186],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997606,0.0000644007,0.0002621267,0.0006640163,0.00052826066,0.0008752255],"domain_scores_gemma":[0.9981715,0.00006671585,0.00016295073,0.0011658559,0.00011002733,0.00032292714],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000146939,0.0003481995,0.00049117097,0.00022797528,0.0003206688,0.000094388364,0.00038564237,0.00011972164,0.0004619401],"category_scores_gemma":[0.00016669354,0.00026809314,0.00007909904,0.00021085655,0.0006319895,0.0003193407,0.00013064512,0.00031681382,0.00015300472],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022921301,0.0005912399,0.42448336,0.00004890354,0.00037748186,0.00013275322,0.002967514,0.00003876424,0.00064387644,0.00026872827,0.0000075309804,0.5681477],"study_design_scores_gemma":[0.011951252,0.0031940741,0.97309697,0.00005564233,0.000074441385,0.000023408498,0.006291531,0.0011655441,0.0011552928,0.0012286435,0.0013327142,0.00043046652],"about_ca_topic_score_codex":0.00088564627,"about_ca_topic_score_gemma":0.0012897761,"teacher_disagreement_score":0.56771725,"about_ca_system_score_codex":0.0007902386,"about_ca_system_score_gemma":0.000067472516,"threshold_uncertainty_score":0.9999771},"labels":[],"label_agreement":null},{"id":"W2592534991","doi":"10.1111/jsr.12517","title":"Sleep and breathing disorders","year":2017,"lang":"en","type":"editorial","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Obstructive sleep apnea; Hypopnea; Sleep apnea; Waist; Apnea; Sleep disordered breathing; Orthodontics; Cardiology; Polysomnography; Internal medicine; Obesity","score_opus":0.039740002694083475,"score_gpt":0.4074612547268602,"score_spread":0.3677212520327767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592534991","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018472917,0.01153508,0.00019288894,0.0059159654,0.9383488,0.0016182318,0.000110403096,0.00003999921,0.023765704],"genre_scores_gemma":[0.05147287,0.004477511,0.0012031345,0.000012403431,0.93979514,0.000019488678,0.000034454533,0.00021165502,0.0027733683],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98911655,0.00061083323,0.0009312708,0.0005941031,0.0075648166,0.0011824126],"domain_scores_gemma":[0.98905027,0.0031057904,0.00074854546,0.0010655508,0.005071137,0.00095869595],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008976909,0.0004196755,0.0013256202,0.0020321454,0.000714962,0.0005286594,0.0012140981,0.0012187733,0.00021918614],"category_scores_gemma":[0.020194797,0.0003335859,0.0004080209,0.00036164364,0.0013208102,0.000518074,0.0008398361,0.010596375,0.00006832444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019398445,0.00034709103,0.0024487248,0.001107915,0.0013080426,0.002262716,0.00047949055,0.0000014505847,0.00078641676,0.00004271008,0.7702421,0.21903351],"study_design_scores_gemma":[0.0055179996,0.0027241746,0.0025932002,0.0009734899,0.0003192296,0.0005093296,0.00046724617,0.00029020995,0.00020783022,0.0010504801,0.98497456,0.00037225298],"about_ca_topic_score_codex":0.0001648428,"about_ca_topic_score_gemma":0.000043929846,"teacher_disagreement_score":0.21866126,"about_ca_system_score_codex":0.0007513212,"about_ca_system_score_gemma":0.0008007125,"threshold_uncertainty_score":0.9999116},"labels":[],"label_agreement":null},{"id":"W2593415046","doi":"10.1136/openhrt-2016-000523","title":"Subclinical sleep apnoea and plasma levels of endothelin-1 among young and healthy adults","year":2017,"lang":"en","type":"article","venue":"Open Heart","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Population Health Research Institute","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Singulex; Schweizerische Herzstiftung; Universitätsspital Basel; Universität Basel; ResMed; National Science Foundation","keywords":"Subclinical infection; Sleep (system call); Medicine; Plasma levels; Endothelin 1; Endothelin receptor; Internal medicine; Cardiology; Psychology; Audiology; Endocrinology","score_opus":0.06713219514298165,"score_gpt":0.39370176406512136,"score_spread":0.32656956892213973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593415046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899666,0.00011314513,0.0000097746015,0.003265247,0.00012674091,0.0010054745,0.00006514442,0.000009479862,0.0054384284],"genre_scores_gemma":[0.9970938,0.000049957685,0.0018529338,0.00016102291,0.00010128456,0.00002262839,0.0000029192881,0.000023119846,0.0006923356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985674,0.000090989844,0.00033237398,0.00039767276,0.00030640795,0.0003051769],"domain_scores_gemma":[0.9983996,0.00025948673,0.00013063551,0.00065172784,0.00013710125,0.0004214253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079033716,0.0001261906,0.0004749751,0.000063061925,0.00028379055,0.00012373421,0.00025462892,0.00011033271,0.00017717126],"category_scores_gemma":[0.0011669517,0.00010798337,0.000042922326,0.000034278353,0.0006317682,0.00027628004,0.0005920084,0.0002981035,0.000023869876],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019863488,0.0001012589,0.9719087,0.00017041047,0.00005362874,0.00003655145,0.00028164685,6.868554e-8,0.0026640447,0.00020533761,0.00008032903,0.022511706],"study_design_scores_gemma":[0.0060111675,0.00091511774,0.9874039,0.00010470337,0.000027603435,0.00012624946,0.00020757067,0.0008488918,0.0034955617,0.00008129206,0.000672633,0.00010527738],"about_ca_topic_score_codex":0.0015861694,"about_ca_topic_score_gemma":0.0003615446,"teacher_disagreement_score":0.022406429,"about_ca_system_score_codex":0.000027338961,"about_ca_system_score_gemma":0.00006270155,"threshold_uncertainty_score":0.44034338},"labels":[],"label_agreement":null},{"id":"W2593805600","doi":"10.1016/j.chest.2016.12.005","title":"Postoperative Oxygen Therapy in Patients With OSA","year":2016,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto","funders":"ResMed; University Health Network Foundation; University Health Network","keywords":"Medicine; Polysomnography; Anesthesia; Apnea; Hypopnea; Oxygen saturation; Oxygen therapy; Apnea–hypopnea index; Respiratory system; Percentile; Randomized controlled trial; Obstructive sleep apnea; Internal medicine; Oxygen","score_opus":0.017691260608651855,"score_gpt":0.27741245947784,"score_spread":0.25972119886918815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593805600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957731,0.00006135457,0.00015222644,0.0027788458,0.000062049665,0.00022259583,0.0000029201492,0.0000073276137,0.00093958434],"genre_scores_gemma":[0.99880373,0.00003838246,0.00060648506,0.00017927303,0.00011431662,0.0000045088345,0.0000014192366,0.00001875754,0.00023313068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900216,0.000059784874,0.00015080208,0.00013230875,0.00039482332,0.00026012928],"domain_scores_gemma":[0.999293,0.000041942705,0.000049809092,0.00013185518,0.00030787353,0.00017549143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018403029,0.000098325494,0.00015885173,0.00014127305,0.000055209173,0.000021930104,0.0000861563,0.000042535143,0.000556127],"category_scores_gemma":[0.00009717386,0.00004607162,0.000033624132,0.0001421144,0.00009857538,0.00016676994,0.000018717818,0.00027662606,0.000064597196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010886851,0.00020716959,0.89056265,0.0000038102844,0.00006278402,0.00007982539,0.00034389095,1.35948e-7,0.008348765,0.000021641328,0.00007855848,0.099202104],"study_design_scores_gemma":[0.009309003,0.0013280743,0.9810166,0.00007352717,0.000004567255,0.00006418587,0.00007998476,0.0000013383724,0.006503016,0.00004874617,0.0014972058,0.00007375881],"about_ca_topic_score_codex":0.0000030519855,"about_ca_topic_score_gemma":0.0000033055662,"teacher_disagreement_score":0.09912834,"about_ca_system_score_codex":0.00022080625,"about_ca_system_score_gemma":0.00007603746,"threshold_uncertainty_score":0.6089201},"labels":[],"label_agreement":null},{"id":"W2598552388","doi":"10.1016/j.jash.2017.03.004","title":"The influence of hypertension on daytime sleepiness in obstructive sleep apnea","year":2017,"lang":"en","type":"article","venue":"Journal of the American Society of Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu","keywords":"Medicine; Epworth Sleepiness Scale; Polysomnography; Obstructive sleep apnea; Excessive daytime sleepiness; Internal medicine; Oxygen saturation; Sleep (system call); Apnea; Cardiology; Hypopnea; Anesthesia; Sleep disorder; Insomnia; Oxygen; Psychiatry","score_opus":0.0340648147898685,"score_gpt":0.2970338352681774,"score_spread":0.2629690204783089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598552388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888513,0.0002137472,0.000018610444,0.010306032,0.00023621284,0.0002790322,0.0000045949764,0.000004360224,0.00008609458],"genre_scores_gemma":[0.99762577,0.00029078196,0.0012324651,0.00066346064,0.00012415057,0.0000020321309,4.0531012e-7,0.00002827616,0.00003267561],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99726385,0.00019539276,0.0007502773,0.00022271248,0.0012270394,0.0003407066],"domain_scores_gemma":[0.9944171,0.00056815415,0.0023020385,0.0011248341,0.0014618349,0.0001260655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095943065,0.00021028426,0.0009186251,0.00009204286,0.0004127993,0.000024467397,0.00092368654,0.0000800522,0.0000039497845],"category_scores_gemma":[0.001759798,0.00010901996,0.0006409339,0.00035602707,0.0023309316,0.00021111169,0.00035552704,0.00081376673,0.0000029294947],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025980265,0.0004884022,0.07973706,0.00008796951,0.00056385616,0.00007648187,0.00058624573,0.0009385918,0.83046067,0.00004100016,0.00096530066,0.08345642],"study_design_scores_gemma":[0.0021228832,0.0008650244,0.9666845,0.0003788299,0.00014299642,0.00044548218,0.0019974348,0.0032727995,0.023576038,0.00015699514,0.00024249086,0.00011450969],"about_ca_topic_score_codex":0.00027517023,"about_ca_topic_score_gemma":0.000004395217,"teacher_disagreement_score":0.88694745,"about_ca_system_score_codex":0.00016286733,"about_ca_system_score_gemma":0.00010308623,"threshold_uncertainty_score":0.8588415},"labels":[],"label_agreement":null},{"id":"W2598832021","doi":"10.25011/cim.v40i1.28051","title":"Effect of obstructive sleep apnea on carotid artery intima media thickness related to inflammation","year":2017,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Internal medicine; Obstructive sleep apnea; Intima-media thickness; C-reactive protein; Polysomnography; Endocrinology; Lipoprotein; Inflammation; Cardiology; Risk factor; Apolipoprotein B; Cholesterol; Gastroenterology; Carotid arteries; Apnea","score_opus":0.07370121591659416,"score_gpt":0.3733573912161635,"score_spread":0.29965617529956934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598832021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97624016,0.00004902904,0.00005863977,0.017854558,0.0009461973,0.0011525407,0.000010933278,0.00003987715,0.0036480706],"genre_scores_gemma":[0.99838865,0.000018156723,0.00036830385,0.00035811763,0.0006329793,0.000050534356,0.00003475629,0.000031652784,0.00011686922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99667066,0.0006312342,0.0010125928,0.00063913566,0.00071754085,0.00032882704],"domain_scores_gemma":[0.9955021,0.0018572682,0.0004868745,0.0008418667,0.00051042676,0.0008014285],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0025827636,0.00032267987,0.0012096155,0.000242687,0.00023620497,0.000019044386,0.00029356708,0.00027769618,0.00010946944],"category_scores_gemma":[0.039037425,0.00020811142,0.0001257594,0.00025385412,0.013771214,0.00022426546,0.00023446316,0.00096742954,0.000067363275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018459036,0.00010196161,0.7592845,0.00049771933,0.0004888977,0.00008775813,0.003659546,0.0000035198607,0.035365153,0.0085290475,0.00023500068,0.189901],"study_design_scores_gemma":[0.0067397426,0.008433824,0.92189914,0.0008636797,0.00026129966,0.000033145014,0.00029251346,0.00048812942,0.051820036,0.008842788,0.00012735113,0.0001983392],"about_ca_topic_score_codex":0.000044699227,"about_ca_topic_score_gemma":0.000008114844,"teacher_disagreement_score":0.18970266,"about_ca_system_score_codex":0.000047596317,"about_ca_system_score_gemma":0.000042364434,"threshold_uncertainty_score":0.98891276},"labels":[],"label_agreement":null},{"id":"W2600327060","doi":"10.1002/ijgo.12160","title":"Obstructive sleep apnea and postoperative complications among patients undergoing gynecologic oncology surgery","year":2017,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Gynecologic oncology; Obstructive sleep apnea; Sleep apnea; General surgery; Surgery; Anesthesia","score_opus":0.03330412652688417,"score_gpt":0.33342948063326205,"score_spread":0.30012535410637786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600327060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843931,0.00023748356,0.00057600846,0.0057334895,0.0042479215,0.0003399188,0.000029658568,0.000014921861,0.004427463],"genre_scores_gemma":[0.997186,0.00023142932,0.0017038943,0.00057855947,0.0001531518,0.000013974117,0.000024337238,0.00002575035,0.000082916704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975411,0.00021611422,0.00086085155,0.00032778116,0.0006944178,0.00035971156],"domain_scores_gemma":[0.98417366,0.009807312,0.0015173465,0.0003517216,0.0038501672,0.0002997887],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00056821626,0.00022211687,0.00065071107,0.0009016268,0.00044588832,0.0001404514,0.0006632382,0.00028375615,0.00012577626],"category_scores_gemma":[0.03878998,0.00019571483,0.00021505864,0.00016051465,0.00093012775,0.0006168554,0.00041465234,0.0007723659,0.000024020419],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016800356,0.00046485692,0.8612752,0.000010155865,0.0007156574,0.0005068738,0.00021025224,0.000018277104,0.00016129603,0.0005166764,0.00020721596,0.13574554],"study_design_scores_gemma":[0.0033769093,0.0008995419,0.9907167,0.000030719148,0.00011276194,0.00039510743,0.00045742607,0.00036449442,0.0003317129,0.00070276344,0.0024578327,0.00015402495],"about_ca_topic_score_codex":0.00002278845,"about_ca_topic_score_gemma":0.000070793,"teacher_disagreement_score":0.1355915,"about_ca_system_score_codex":0.0012140668,"about_ca_system_score_gemma":0.00037529797,"threshold_uncertainty_score":0.9693067},"labels":[],"label_agreement":null},{"id":"W2600811174","doi":"10.1007/s11282-017-0280-1","title":"Upper airway imaging in sleep-disordered breathing: role of cone-beam computed tomography","year":2017,"lang":"en","type":"article","venue":"Oral Radiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cone beam computed tomography; Medicine; Airway; Craniofacial; Oral and maxillofacial radiology; Breathing; Oral and maxillofacial surgery; Computed tomography; Radiology; Image-guided radiation therapy; Airway obstruction; Orthodontics; Dentistry; Surgery; Anatomy","score_opus":0.01444401452176149,"score_gpt":0.2985911013616626,"score_spread":0.28414708683990114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600811174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913822,0.0008754446,0.00021480602,0.0014373049,0.00020638703,0.00037376318,0.000011573695,0.000037707014,0.005460807],"genre_scores_gemma":[0.9983351,0.00001332622,0.0013585727,0.00009903878,0.000079363745,0.000014761661,0.000025778469,0.000025540581,0.000048476155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985256,0.00012239732,0.00031617554,0.00036921402,0.00018862434,0.0004779858],"domain_scores_gemma":[0.99878377,0.000098491204,0.00015695575,0.0006847545,0.00014517414,0.00013085826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033910602,0.0001688216,0.0005698682,0.00039358946,0.00011783781,0.000019472334,0.00035946263,0.00013070082,0.00017322032],"category_scores_gemma":[0.00027158108,0.000152408,0.00013533635,0.00015144351,0.0007141356,0.00013521862,0.00018219685,0.00036325035,0.00002346532],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029140708,0.00014189638,0.8925591,0.000030099975,0.0000788961,0.000106318104,0.00029286343,0.000010180418,0.05746526,0.00084146374,0.00009086761,0.04809164],"study_design_scores_gemma":[0.0043213405,0.00028452178,0.9748677,0.000040698284,0.00003578271,0.0002767891,0.00030543568,0.0060013575,0.0118455915,0.0009995904,0.00085238874,0.00016881016],"about_ca_topic_score_codex":0.00054598716,"about_ca_topic_score_gemma":0.000044987617,"teacher_disagreement_score":0.08230859,"about_ca_system_score_codex":0.00006116761,"about_ca_system_score_gemma":0.00003589243,"threshold_uncertainty_score":0.6215018},"labels":[],"label_agreement":null},{"id":"W2601570643","doi":"10.1136/bmjopen-2016-014012","title":"Evaluation of an alternative care provider clinic for severe sleep-disordered breathing: a study protocol for a randomised controlled trial","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Foothills Medical Centre; University of Saskatchewan; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Protocol (science); Sleep disordered breathing; Randomized controlled trial; Alternative medicine; Physical therapy; Breathing; Intensive care medicine; Family medicine; Obstructive sleep apnea; Psychiatry; Surgery; Internal medicine; Pathology","score_opus":0.2646662557302156,"score_gpt":0.5684472433367604,"score_spread":0.3037809876065448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601570643","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11673195,0.000002057062,0.00021535327,0.00022262397,0.00013697003,0.8797421,0.000044712015,0.000012431373,0.0028918148],"genre_scores_gemma":[0.31373534,1.8406196e-8,0.0012546959,0.000013377604,0.0002549354,0.6843896,0.000023275124,0.00003364405,0.00029514875],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9959368,0.0010352749,0.00085988577,0.00056060153,0.0013151376,0.00029229527],"domain_scores_gemma":[0.9931186,0.00070731825,0.001051331,0.0011620347,0.0038298813,0.00013083567],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011364684,0.00021763984,0.0011868571,0.00010274208,0.0003720884,0.00022484278,0.00077487255,0.00010213621,0.0001975524],"category_scores_gemma":[0.018431604,0.00015831906,0.000301704,0.000046171735,0.00009264154,0.00047501584,0.00028255465,0.00013504973,0.0000038248177],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9492819,0.0018591905,0.0007243202,0.00036463112,0.0011391718,0.0000038690027,0.0037830232,0.000011298539,0.000108328146,0.000009832328,0.00005670886,0.04265778],"study_design_scores_gemma":[0.9485415,0.01382323,0.0014797878,0.00012802955,0.0011492495,0.0000034743655,0.0049782735,0.028572882,0.00042725078,0.0006472557,0.00007091717,0.0001781302],"about_ca_topic_score_codex":0.00025754859,"about_ca_topic_score_gemma":0.00030320822,"teacher_disagreement_score":0.1970034,"about_ca_system_score_codex":0.00020137921,"about_ca_system_score_gemma":0.0009518781,"threshold_uncertainty_score":0.9898366},"labels":[],"label_agreement":null},{"id":"W2601703713","doi":"","title":"Significant association of diastolic dysfunction and heart failure with severe sleep apnea-induced hypoxemia in patients with drug-resistant hypertension","year":2014,"lang":"en","type":"article","venue":"Experimental & clinical cardiology/Experimental and clinical cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Hypoxemia; Heart failure; Internal medicine; Ejection fraction; Polysomnography; Sleep apnea; Pulmonary hypertension; Diastole; Obstructive sleep apnea; Apnea; Blood pressure","score_opus":0.019211449068600936,"score_gpt":0.30852182617618545,"score_spread":0.2893103771075845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601703713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996879,0.00033621074,0.000035526344,0.00039073915,0.0004618889,0.0012251054,0.000026378108,0.000054189903,0.0005909734],"genre_scores_gemma":[0.9982806,0.0000215574,0.000457685,0.0004769184,0.00048233024,0.0001042347,0.00009474032,0.000062083986,0.000019861758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99362934,0.0020915945,0.0015134404,0.0014026482,0.00063490774,0.0007280441],"domain_scores_gemma":[0.9964836,0.0016698813,0.00044278693,0.00058483856,0.00028306647,0.000535825],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020398558,0.0005263496,0.0026142148,0.00017030956,0.00015261616,0.000020684765,0.00015816449,0.0007696639,0.000023363018],"category_scores_gemma":[0.00066607585,0.00038011544,0.00041966015,0.00025236362,0.001247954,0.00015439269,0.0003201442,0.0011348528,0.000017047605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006722907,0.0006806538,0.96996474,0.00002649153,0.0007141724,0.000045190995,0.00007389972,0.0000063399493,0.020383274,0.000059896323,0.00018205092,0.0011403625],"study_design_scores_gemma":[0.017637813,0.013164989,0.9648245,0.00005325061,0.0002466232,0.00011880466,0.0014103972,0.0001007001,0.0016024003,0.000012470817,0.00040380668,0.00042422776],"about_ca_topic_score_codex":0.000079869336,"about_ca_topic_score_gemma":0.000010938571,"teacher_disagreement_score":0.018780874,"about_ca_system_score_codex":0.00028596947,"about_ca_system_score_gemma":0.00006660094,"threshold_uncertainty_score":0.99986506},"labels":[],"label_agreement":null},{"id":"W2603679398","doi":"10.1016/j.soard.2017.03.022","title":"Perioperative management of obstructive sleep apnea in bariatric surgery: a consensus guideline","year":2017,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Guideline; Perioperative; Expert opinion; Continuous positive airway pressure; Polysomnography; Intensive care medicine; MEDLINE; Gold standard (test); Delphi method; Delphi; Surgery; Apnea; Anesthesia; Internal medicine","score_opus":0.021404633434155055,"score_gpt":0.29366428531795713,"score_spread":0.2722596518838021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603679398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941724,0.0023389664,0.000046371235,0.00078984123,0.000369023,0.0010499167,0.00023375991,0.000033714696,0.0009660055],"genre_scores_gemma":[0.99877405,0.00033078878,0.00035340546,0.000021659109,0.00004616644,0.00006413398,0.00012322786,0.000027275759,0.0002592738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802554,0.00010829392,0.00067565317,0.00046840517,0.00031596236,0.0004061696],"domain_scores_gemma":[0.9977862,0.0007949367,0.0003032955,0.0005072769,0.00034796807,0.0002603025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005670731,0.00023120458,0.0007945742,0.00040901997,0.0003744602,0.000045468936,0.000108104025,0.00015226901,0.00011222421],"category_scores_gemma":[0.0010317384,0.00019916464,0.0003442999,0.00024030583,0.0005730887,0.00013475952,0.00014909664,0.00018188533,0.00000551943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022946117,0.0007693226,0.9522616,0.0011466672,0.0010570659,0.00074969145,0.00019589998,0.000026128257,0.00014041789,0.0017934229,0.0005051758,0.039059967],"study_design_scores_gemma":[0.0022095256,0.00007012889,0.9916061,0.00025224345,0.00052898104,0.00004361342,0.0008858113,0.002288602,0.00055199995,0.0010521647,0.00025450613,0.00025631837],"about_ca_topic_score_codex":0.00012577663,"about_ca_topic_score_gemma":0.000008332633,"teacher_disagreement_score":0.039344475,"about_ca_system_score_codex":0.00008033676,"about_ca_system_score_gemma":0.000100639205,"threshold_uncertainty_score":0.81216985},"labels":[],"label_agreement":null},{"id":"W2604340973","doi":"10.1002/ejhf.790","title":"Design of the Effect of Adaptive Servo-Ventilation on Survival and Cardiovascular Hospital Admissions in Patients with Heart Failure and Sleep Apnoea: The ADVENT-HF Trial","year":2017,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université de Montréal; St. Michael's Hospital; University of Ottawa; McGill University Health Centre; University of British Columbia; Women's College Hospital; Queen's University; Capital District Health Authority; University Health Network; Hôtel-Dieu de Montréal; Vancouver General Hospital; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Heart failure; Ejection fraction; Polysomnography; Atrial fibrillation; Cardiology; Internal medicine; Randomized controlled trial; Clinical endpoint; Central sleep apnea; Implantable cardioverter-defibrillator; Apnea","score_opus":0.012881963824405249,"score_gpt":0.24400402197853518,"score_spread":0.23112205815412995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604340973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99566066,0.0002151433,0.00015717339,0.0025163416,0.00016447825,0.0012460209,0.000006633927,0.0000026329071,0.00003089934],"genre_scores_gemma":[0.9989333,0.0000045695483,0.00088506175,0.000009118922,0.00012857481,0.000002295788,9.4924394e-7,0.000029172405,0.000006967835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965058,0.0018439998,0.00039614658,0.00019363432,0.00086913665,0.00019131164],"domain_scores_gemma":[0.9984173,0.00023084162,0.0003637711,0.0005349266,0.0002918988,0.00016122728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023584687,0.00017659785,0.00055785547,0.000112669055,0.00021537775,0.000036128553,0.00021610598,0.00004200286,0.000013867225],"category_scores_gemma":[0.000809205,0.00008691116,0.0002255645,0.000115602765,0.0002731477,0.00017328108,0.00013098653,0.0005865768,0.0000013543638],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05040491,0.00039297584,0.9402242,0.00014347973,0.0012820758,0.000076571596,0.0006478506,0.0007118485,0.0014855746,0.000016745716,0.00086737593,0.0037463931],"study_design_scores_gemma":[0.036286894,0.013248955,0.94587666,0.0005459215,0.00031446473,0.000037766767,0.00024221557,0.00007464689,0.002480258,0.0000036752244,0.00079051283,0.000098039214],"about_ca_topic_score_codex":0.000008334717,"about_ca_topic_score_gemma":0.0000038014673,"teacher_disagreement_score":0.014118015,"about_ca_system_score_codex":0.000028753599,"about_ca_system_score_gemma":0.000051277017,"threshold_uncertainty_score":0.35441342},"labels":[],"label_agreement":null},{"id":"W2604642084","doi":"10.15331/jdsm.6528","title":"Obstructive Sleep Apnea and Tooth Wear: Association and Confounding Factors","year":2017,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Confounding; Obstructive sleep apnea; Medicine; Association (psychology); Sleep apnea; Sleep (system call); Apnea; Dentistry; Internal medicine; Psychology; Computer science","score_opus":0.023160207108422048,"score_gpt":0.3275258618397946,"score_spread":0.30436565473137256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604642084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934166,0.0006587008,0.00012747195,0.002105845,0.0009627551,0.00023734888,0.000003179229,0.000009575477,0.0024785432],"genre_scores_gemma":[0.9983665,0.00012908876,0.00032570513,0.00009641994,0.0007977067,0.000001414104,0.000002975717,0.000025697738,0.00025451396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977693,0.00007506771,0.0005281287,0.00022123153,0.0010756147,0.00033067283],"domain_scores_gemma":[0.99769557,0.00030478812,0.00097577064,0.00024089578,0.00030587724,0.00047711615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088908605,0.0002124616,0.00066833594,0.0002488826,0.00036010193,0.00009049859,0.00018415198,0.00014846321,0.0001802662],"category_scores_gemma":[0.0029715097,0.00015198065,0.00008610407,0.000087890694,0.0004993519,0.0005271711,0.00017107793,0.00064893765,0.000003936564],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002773941,0.000047556954,0.9644111,0.000047178837,0.00039598532,0.00019849004,0.0010247752,3.1300377e-7,0.01223936,0.000093570314,0.00009455326,0.021169735],"study_design_scores_gemma":[0.0058311913,0.0010188797,0.9843642,0.00015626979,0.0004071005,0.0010231871,0.0039960975,0.00020943265,0.0020388654,0.00021348531,0.00060827925,0.00013301207],"about_ca_topic_score_codex":0.00009516136,"about_ca_topic_score_gemma":0.000018873938,"teacher_disagreement_score":0.021036724,"about_ca_system_score_codex":0.0004918334,"about_ca_system_score_gemma":0.000019556832,"threshold_uncertainty_score":0.61975914},"labels":[],"label_agreement":null},{"id":"W2604980537","doi":"10.1513/annalsats.201701-006oc","title":"Effect of 4-Aminopyridine on Genioglossus Muscle Activity during Sleep in Healthy Adults","year":2017,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Public Health","funders":"National Heart, Lung, and Blood Institute; National Center for Research Resources; American Heart Association; Medical Research Council; National Institutes of Health; National Health and Medical Research Council; Harvard Catalyst; American Thoracic Society","keywords":"Medicine; Genioglossus; Non-rapid eye movement sleep; Anesthesia; Wakefulness; Tonic (physiology); Electromyography; Internal medicine; Obstructive sleep apnea; Eye movement; Physical medicine and rehabilitation; Electroencephalography","score_opus":0.05816223745663458,"score_gpt":0.4328182674959478,"score_spread":0.37465603003931325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604980537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950164,0.000082421,0.0000042948595,0.003775504,0.00009021991,0.00065506477,0.000026569838,0.000017297447,0.0003322515],"genre_scores_gemma":[0.99939185,0.00013703642,0.00011304586,0.00018568049,0.00009074719,0.00002559084,0.0000013295551,0.00002955503,0.000025172945],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978993,0.00036135534,0.00027841094,0.0003567894,0.0006423964,0.00046173806],"domain_scores_gemma":[0.9971784,0.0003618177,0.0007810777,0.0013678228,0.0001751511,0.00013575623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010137599,0.00020203186,0.00071209355,0.00006768764,0.00022843243,0.000011862177,0.00052782637,0.000063485066,0.000013132493],"category_scores_gemma":[0.0008937675,0.00014134654,0.00052458484,0.0003488672,0.0011281304,0.00010447689,0.0003211484,0.00047745305,0.000005647874],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.027614968,0.00064453535,0.29078293,0.0013908194,0.00036424946,0.000016479536,0.0010016387,0.0000290911,0.10947124,0.000007682472,0.00009410638,0.56858224],"study_design_scores_gemma":[0.0010978613,0.0023684942,0.64334404,0.00014040284,0.000024738536,0.000003054285,0.00013739207,0.0004955296,0.3522972,0.0000071605277,0.000009569118,0.0000745373],"about_ca_topic_score_codex":0.0011742319,"about_ca_topic_score_gemma":0.000019921443,"teacher_disagreement_score":0.56850773,"about_ca_system_score_codex":0.00008884111,"about_ca_system_score_gemma":0.00004089125,"threshold_uncertainty_score":0.57639444},"labels":[],"label_agreement":null},{"id":"W2604987518","doi":"10.1183/13993003.01789-2016","title":"The effect of fluid overload on sleep apnoea severity in haemodialysis patients","year":2017,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Women's College Hospital; Toronto Rehabilitation Institute; Toronto General Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Toronto Rehabilitation Institute; Canadian Thoracic Society; Mitacs; European Respiratory Society","keywords":"Medicine; Polysomnography; Bioelectrical impedance analysis; Sleep (system call); Extracellular fluid; End stage renal disease; Thorax (insect anatomy); Volume overload; Cardiology; Internal medicine; Heart failure; Anesthesia; Body mass index; Disease; Apnea; Anatomy; Extracellular","score_opus":0.019583840581006377,"score_gpt":0.30456594437317214,"score_spread":0.28498210379216576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604987518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786859,0.00014443522,0.000008773426,0.00014017746,0.00037697912,0.0003154753,0.000006504205,0.000009371157,0.020312343],"genre_scores_gemma":[0.9993924,0.000016638753,0.00001648622,0.0001115747,0.00034272543,0.0000026110313,9.797172e-7,0.000039569535,0.00007704846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99637675,0.0015970088,0.0005003182,0.00024574413,0.0008939934,0.00038616],"domain_scores_gemma":[0.99787676,0.0002684423,0.00042430506,0.0009620189,0.00022765275,0.00024081729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003495388,0.00019008979,0.0003627688,0.00021533614,0.000725362,0.00015468636,0.0006382067,0.00004527704,0.00006553229],"category_scores_gemma":[0.0031639317,0.00011729975,0.00022199578,0.000111534086,0.00033861678,0.00016668136,0.0002184159,0.00088981277,0.00015078066],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017877966,0.0001113585,0.7809027,0.000028693905,0.00012596554,0.0004356028,0.00008920986,0.000012087402,0.0038749306,0.000011883168,0.00038766465,0.21223211],"study_design_scores_gemma":[0.0050128433,0.0020653622,0.9765511,0.00009375605,0.000046379828,0.000018130568,0.00001547885,0.000068995,0.009740402,0.0000071954387,0.0062779356,0.00010243215],"about_ca_topic_score_codex":0.000006670871,"about_ca_topic_score_gemma":0.0000064795254,"teacher_disagreement_score":0.21212968,"about_ca_system_score_codex":0.00018493069,"about_ca_system_score_gemma":0.00003338547,"threshold_uncertainty_score":0.55789715},"labels":[],"label_agreement":null},{"id":"W2605114132","doi":"10.15331/jdsm.6522","title":"A Descriptive Report of Combination Therapy (Custom Face Mask for CPAP Integrated With a Mandibular Advancement Splint) for Long-Term Treatment of OSA With Literature Review","year":2017,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Splint (medicine); Medicine; Term (time); Face (sociological concept); Orthodontics; Dentistry; Psychology; Sociology; Social science","score_opus":0.0332962557909188,"score_gpt":0.36029214849928193,"score_spread":0.32699589270836316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605114132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9476509,0.02423656,0.02068319,0.0027344485,0.00021667406,0.004358599,0.000036063975,0.0000061576907,0.00007740933],"genre_scores_gemma":[0.9824026,0.011465661,0.0052591735,0.000067579786,0.00017448115,0.00012046558,0.00014525988,0.000043273627,0.00032150545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977302,0.000047554044,0.0008790926,0.00024864334,0.0008556836,0.00023881509],"domain_scores_gemma":[0.9955962,0.00009034075,0.001963261,0.00046901408,0.0016897458,0.00019144724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006025856,0.00027696174,0.0011569425,0.0002068436,0.00009486563,0.000014805085,0.00020196702,0.00007638347,0.00004858538],"category_scores_gemma":[0.00027842505,0.00014231548,0.00019772653,0.00018074698,0.00036834285,0.00023552064,0.000021627402,0.00018401354,2.3990546e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07195705,0.0060847765,0.60735905,0.008612612,0.0072234725,0.0063700876,0.0042084455,0.0000109289385,0.05226459,0.00020870903,0.00034585648,0.23535444],"study_design_scores_gemma":[0.16638245,0.24650018,0.32913867,0.08464707,0.0061751804,0.02127894,0.00335001,0.0003605565,0.13730927,0.00016365564,0.0039918865,0.0007021408],"about_ca_topic_score_codex":0.000016164471,"about_ca_topic_score_gemma":0.00002695892,"teacher_disagreement_score":0.27822036,"about_ca_system_score_codex":0.00045885102,"about_ca_system_score_gemma":0.00009280935,"threshold_uncertainty_score":0.5803457},"labels":[],"label_agreement":null},{"id":"W2605314901","doi":"10.15331/jdsm.6526","title":"Prevalence of Malocclusion in Children With Sleep-Disordered Breathing","year":2017,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Malocclusion; Sleep disordered breathing; Breathing; Sleep (system call); Medicine; Orthodontics; Obstructive sleep apnea; Cardiology; Anesthesia; Computer science","score_opus":0.013044775986375103,"score_gpt":0.3052849442915652,"score_spread":0.2922401683051901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605314901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99564725,0.0010029075,0.00024153682,0.001202694,0.00016877052,0.00041249764,0.0000033578483,0.0000056605168,0.0013153016],"genre_scores_gemma":[0.9982604,0.00017849903,0.0010632215,0.000054407687,0.00031531643,0.0000021868952,0.0000026490127,0.000027992632,0.000095355805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973245,0.00007382848,0.00072364084,0.00021510011,0.0013561636,0.00030673528],"domain_scores_gemma":[0.9979493,0.000066704466,0.00092601223,0.0005073447,0.00028711723,0.0002635216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009055308,0.0001958408,0.00065353594,0.00038378377,0.0001257541,0.000014437119,0.0005184563,0.00009481078,0.00039892146],"category_scores_gemma":[0.0007335276,0.00012663777,0.00010127343,0.00018320665,0.0005828777,0.0003731407,0.00022331263,0.00063286535,0.0000048198767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011294748,0.00029626462,0.96615434,0.00016161212,0.00019420452,0.0004396996,0.0004125949,0.000015484626,0.009221327,0.000012630885,0.000030573356,0.021931816],"study_design_scores_gemma":[0.010606276,0.0025024808,0.97720563,0.0012018149,0.00027603723,0.0046809437,0.00038968466,0.00032811653,0.0026459305,0.00004695005,0.000010847336,0.00010528926],"about_ca_topic_score_codex":0.00025956536,"about_ca_topic_score_gemma":0.000039137078,"teacher_disagreement_score":0.021826526,"about_ca_system_score_codex":0.00019274635,"about_ca_system_score_gemma":0.000040154104,"threshold_uncertainty_score":0.5164138},"labels":[],"label_agreement":null},{"id":"W2605371611","doi":"10.1371/journal.pone.0174451","title":"The “DOC” screen: Feasible and valid screening for depression, Obstructive Sleep Apnea (OSA) and cognitive impairment in stroke prevention clinics","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Hamilton General Hospital; Public Health Ontario; St. Michael's Hospital; Ontario Brain Institute; Sunnybrook Health Science Centre; Heart and Stroke Foundation; Ontario Stroke Network; Health Sciences Centre; Hamilton Health Sciences; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; Heart and Stroke Foundation of Canada","keywords":"Obstructive sleep apnea; Medicine; Depression (economics); Cognitive impairment; Stroke (engine); Sleep apnea; Cognition; Ischemic stroke; Psychiatry; Physical therapy; Internal medicine","score_opus":0.09188041250196431,"score_gpt":0.36367174011582665,"score_spread":0.2717913276138623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605371611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932116,0.0007700794,0.001855031,0.00071821385,0.000049813465,0.0027183543,0.00009826403,0.000024616673,0.0005540269],"genre_scores_gemma":[0.99121904,0.00014433327,0.007696641,0.000032666212,0.0001573625,0.00027147314,0.000026846312,0.000035662368,0.00041594324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981069,0.00012575749,0.00033154775,0.00047437937,0.00051982864,0.00044159946],"domain_scores_gemma":[0.9980708,0.0006814729,0.00024533054,0.0004190275,0.0003744484,0.00020894773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084119727,0.00018873233,0.0003834479,0.000115739254,0.00078358897,0.00016962067,0.00016006595,0.00012322713,0.0000121088415],"category_scores_gemma":[0.0018688253,0.00014707485,0.00006832598,0.00006321812,0.0004223177,0.00029040338,0.00031522787,0.00037153394,0.0000027456865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027174954,0.00074278604,0.82956564,0.00021040879,0.00078155537,0.000015218512,0.00032091557,4.2287485e-7,0.0038708576,0.00013537452,0.0000065890863,0.16163276],"study_design_scores_gemma":[0.0087505,0.0010454258,0.96006703,0.00064062834,0.0005107961,0.000013438929,0.0016452319,0.0065531745,0.019491551,0.0010784817,0.000017571074,0.00018619442],"about_ca_topic_score_codex":0.000040405914,"about_ca_topic_score_gemma":0.00007143753,"teacher_disagreement_score":0.16144657,"about_ca_system_score_codex":0.000056423916,"about_ca_system_score_gemma":0.000032494565,"threshold_uncertainty_score":0.6026812},"labels":[],"label_agreement":null},{"id":"W2605504819","doi":"10.1093/pch/pxw004","title":"Tonsillectomy or adenotonsillectomy versus non-surgical treatment for chronic/recurrent acute tonsillitis","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Tonsillectomy; Medicine; Chronic tonsillitis; Acute Tonsillitis; Tonsillitis; Adenoidectomy; Surgery; Anesthesia; Internal medicine","score_opus":0.04779120075534057,"score_gpt":0.39186373949109754,"score_spread":0.344072538735757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605504819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69336075,0.047432248,0.0025788213,0.14975004,0.01671389,0.039462816,0.0040375455,0.0011355348,0.04552837],"genre_scores_gemma":[0.9676086,0.016169043,0.005629013,0.00039085065,0.006816232,0.0012036419,0.00047089843,0.00021568999,0.0014960697],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956412,0.00011235486,0.00072910613,0.0010337508,0.0008342302,0.0016493653],"domain_scores_gemma":[0.9957088,0.0007043546,0.0004669602,0.0015236033,0.00037351483,0.0012227693],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005147308,0.0005500906,0.0011455361,0.0004141961,0.0020732223,0.0001676601,0.00047795783,0.00026643855,0.0003233061],"category_scores_gemma":[0.0006023814,0.0004174704,0.0005169342,0.000388379,0.00026689318,0.00018765352,0.00023696823,0.00063571497,0.00014042198],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022886626,0.002554467,0.02097358,0.0013831452,0.0023616015,0.0011410059,0.0017318003,0.000007890509,0.00005020115,0.0016518981,0.016024658,0.92923313],"study_design_scores_gemma":[0.14568117,0.05277704,0.11485589,0.00040942332,0.0016854876,0.0011885319,0.00030223324,0.003990874,0.0020986183,0.00014362215,0.6750143,0.0018527829],"about_ca_topic_score_codex":0.00042779977,"about_ca_topic_score_gemma":0.0004942637,"teacher_disagreement_score":0.9273803,"about_ca_system_score_codex":0.0032459486,"about_ca_system_score_gemma":0.0021440664,"threshold_uncertainty_score":0.9998277},"labels":[],"label_agreement":null},{"id":"W2605519043","doi":"10.1152/japplphysiol.00934.2016","title":"Assessment of tongue mechanical properties using different contraction tasks","year":2017,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Medicine; Obstructive sleep apnea; Isometric exercise; Tongue; Cardiology; Internal medicine; Body mass index; Dilator; Muscle fatigue; Physical medicine and rehabilitation; Electromyography; Pathology","score_opus":0.059640718351651356,"score_gpt":0.37074496445607363,"score_spread":0.3111042461044223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605519043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977898,0.000018052064,0.0005917904,0.00017659453,0.00028153099,0.00021734695,0.0000018158133,0.0000032082073,0.0009198486],"genre_scores_gemma":[0.9984311,0.000016309234,0.001139263,0.00002882589,0.00035971752,0.0000036766114,0.000001084421,0.000012775551,0.0000072401053],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988907,0.000044278702,0.0004188149,0.00012533611,0.00033384483,0.00018702623],"domain_scores_gemma":[0.9984918,0.000051674793,0.0007476117,0.00030502432,0.00030350234,0.00010037932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023879592,0.00010844276,0.0005708018,0.000095961885,0.00011006101,0.0000140443335,0.00018779923,0.00010112719,0.00008149345],"category_scores_gemma":[0.000081887694,0.0000699911,0.0001285976,0.000022963723,0.00020430333,0.000075261465,0.00009625238,0.00045951028,0.0000014445967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011299632,0.0002833983,0.0006250204,0.00006828815,0.00025562875,0.000010076929,0.000031709336,0.00003962915,0.9924873,0.0021168943,0.0000057817747,0.0029462737],"study_design_scores_gemma":[0.0023973552,0.0005482567,0.48742563,0.00005911069,0.00013900595,0.00008118072,0.00016677918,0.0028391238,0.50512725,0.0011022091,0.00004590475,0.0000682034],"about_ca_topic_score_codex":0.0000121140765,"about_ca_topic_score_gemma":0.0000012079313,"teacher_disagreement_score":0.4873601,"about_ca_system_score_codex":0.00013900656,"about_ca_system_score_gemma":0.000087966895,"threshold_uncertainty_score":0.28541544},"labels":[],"label_agreement":null},{"id":"W2605554093","doi":"10.1186/s40463-017-0204-4","title":"Using cone beam CT to assess the upper airway after surgery in children with sleep disordered breathing symptoms and maxillary-mandibular disproportions: A clinical pilot","year":2017,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"King Saud University; University of Alberta","keywords":"Medicine; Airway; Cone beam computed tomography; Quartile; Mouth breathing; Breathing; Population; Dentistry; Anesthesia; Surgery; Internal medicine; Computed tomography","score_opus":0.05201825715173292,"score_gpt":0.3467215361863575,"score_spread":0.29470327903462457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605554093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946401,0.0019249358,0.0001499525,0.0024394072,0.0002618036,0.0005503838,0.000008287409,0.000009148528,0.00001599495],"genre_scores_gemma":[0.9982719,0.00060192635,0.00036453147,0.0004119345,0.00027341835,0.000018938694,0.000005165307,0.00004225989,0.000009948902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972197,0.00036517903,0.0010513682,0.0003903665,0.00044008959,0.00053331215],"domain_scores_gemma":[0.9971761,0.0010930878,0.0005975758,0.00050699513,0.00023065139,0.00039557938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028842771,0.00027178347,0.0012382636,0.000494558,0.00040280874,0.00013488147,0.0001604597,0.00013008372,0.000044455584],"category_scores_gemma":[0.001328849,0.00016875724,0.0002111641,0.00017424935,0.0007187025,0.00049733685,0.00019922132,0.0009431202,0.0000026267342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020239507,0.00035825514,0.9907501,0.00005853914,0.00048045922,0.0020655233,0.00006620472,0.0000028339443,0.00028429943,0.0000066871685,0.000028065331,0.003875126],"study_design_scores_gemma":[0.0017543762,0.00062453665,0.9823283,0.0005517,0.00019326025,0.013985107,0.000035923702,0.000115971,0.00010542566,0.000034218596,0.00007922416,0.00019196625],"about_ca_topic_score_codex":0.00016527776,"about_ca_topic_score_gemma":0.000058660735,"teacher_disagreement_score":0.011919584,"about_ca_system_score_codex":0.00006145221,"about_ca_system_score_gemma":0.00019528004,"threshold_uncertainty_score":0.68817204},"labels":[],"label_agreement":null},{"id":"W2605592870","doi":"10.1016/j.coms.2016.12.007","title":"Outpatient Anesthetic Safety Considerations for Obstructive Sleep Apnea","year":2017,"lang":"en","type":"review","venue":"Oral and Maxillofacial Surgery Clinics of North America","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Anesthetic; Outpatient clinic; Anesthesia; Emergency medicine; Internal medicine","score_opus":0.12868408348942184,"score_gpt":0.3880651762883468,"score_spread":0.25938109279892496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605592870","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014754905,0.9891051,0.0002855,0.00021248672,0.0013208272,0.0043867165,0.002618249,0.00006766365,0.0005279771],"genre_scores_gemma":[0.00056959543,0.99625146,0.0015993187,0.00010081423,0.00009616325,0.0002485638,0.00089051505,0.00009202749,0.0001515492],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963999,0.00015081839,0.001625865,0.00077770813,0.00047158886,0.00057412125],"domain_scores_gemma":[0.99546486,0.0011460574,0.001532644,0.00078055216,0.0006660988,0.00040976756],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044940293,0.00057694677,0.0040725735,0.0003671354,0.0004225971,0.000053439737,0.0001774594,0.0003438594,0.00009473693],"category_scores_gemma":[0.0036420303,0.00046975008,0.001394749,0.00023469915,0.0011817405,0.0001358783,0.00018518015,0.0005684913,0.000025814976],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022311357,0.00018495477,0.004816039,0.004118914,0.00049160176,0.000053276468,0.00004391198,5.6558827e-7,3.2556375e-8,0.000048727186,0.00003840548,0.98998046],"study_design_scores_gemma":[0.00044480426,0.0004566251,0.002485176,0.00057458534,0.0013098983,0.00010493517,0.000023094073,0.000029174076,3.069965e-7,0.00015266325,0.9939887,0.00043006],"about_ca_topic_score_codex":0.00009656463,"about_ca_topic_score_gemma":0.000018827426,"teacher_disagreement_score":0.99395025,"about_ca_system_score_codex":0.00009726159,"about_ca_system_score_gemma":0.0005080985,"threshold_uncertainty_score":0.9997754},"labels":[],"label_agreement":null},{"id":"W2605826722","doi":"10.1111/hdi.12565","title":"Sleep apnea syndrome, inflammation and oxidative stress in hemodialysis patients","year":2017,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Social Fund; Fonds National de la Recherche Luxembourg","keywords":"Medicine; Hemodialysis; Polysomnography; Oxidative stress; Internal medicine; Sleep apnea; Myeloperoxidase; Gastroenterology; Population; Inflammation; Apnea","score_opus":0.01621626565114994,"score_gpt":0.29458756475650494,"score_spread":0.278371299105355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605826722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98866236,0.000015095222,0.00057519996,0.001149577,0.0002599521,0.00036446925,0.0000675349,0.000023567614,0.008882229],"genre_scores_gemma":[0.99813807,0.000014757065,0.0009936786,0.000034391567,0.00017453257,0.00006479262,0.000314784,0.000022813192,0.00024218563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978782,0.00007833464,0.0004234284,0.00048005822,0.00086567,0.00027431993],"domain_scores_gemma":[0.99841845,0.000114015296,0.00028536422,0.0005520956,0.00047565275,0.00015442102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032915952,0.00019735807,0.0003889416,0.0006310195,0.00020272695,0.00020149078,0.00037074438,0.000121624755,0.00038142715],"category_scores_gemma":[0.001227496,0.00019237933,0.00012511274,0.00015424173,0.00022733303,0.0006127994,0.0003233413,0.0002682416,0.00007541133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019144968,0.00024151434,0.91907555,0.00002695715,0.0004041549,0.00006833534,0.00033143087,0.000032943517,0.0027357386,0.00031357753,0.000014132014,0.07656419],"study_design_scores_gemma":[0.003744391,0.00007951591,0.96397567,0.000038120146,0.00010929396,0.000016077358,0.00010970766,0.018277168,0.012941381,0.00030705478,0.00020985637,0.00019174136],"about_ca_topic_score_codex":0.00020345984,"about_ca_topic_score_gemma":0.00019766868,"teacher_disagreement_score":0.07637245,"about_ca_system_score_codex":0.00029383283,"about_ca_system_score_gemma":0.000021619686,"threshold_uncertainty_score":0.7845002},"labels":[],"label_agreement":null},{"id":"W2605934022","doi":"10.5664/jcsm.6538","title":"Body Fat Distribution Ratios and Obstructive Sleep Apnea Severity in Youth With Obesity","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; Hospital for Sick Children","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Body mass index; Obesity; Percentile; Internal medicine; Waist-to-height ratio; Waist; Fat distribution; Classification of obesity; Sleep apnea; Apnea; Fat mass","score_opus":0.05265739087834242,"score_gpt":0.38713065446631423,"score_spread":0.3344732635879718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605934022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98956573,0.00024286007,0.0027750325,0.0054515647,0.0006434846,0.0004712661,0.000027835174,0.0000113817605,0.00081087387],"genre_scores_gemma":[0.99723303,0.00013688322,0.00062326953,0.00018608071,0.0017380193,0.0000027773926,0.000025519326,0.000022409202,0.00003203246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996023,0.0003278882,0.0016418347,0.00039647278,0.0011949408,0.0004158771],"domain_scores_gemma":[0.9955596,0.0006813371,0.0014521499,0.00062157697,0.00095138274,0.00073397177],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0032421914,0.0002693192,0.0014665086,0.00015626106,0.00024137361,0.0000466799,0.00036278518,0.00026329872,0.00008908547],"category_scores_gemma":[0.010499906,0.00016858289,0.00016435084,0.00017929534,0.0015903958,0.00050312805,0.00016220668,0.0017766742,0.0000052343707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042312355,0.0005667431,0.93229127,0.000064601736,0.00029093598,0.00068208174,0.00043649896,0.000002172734,0.00018751765,0.00014101475,0.00006717612,0.061038766],"study_design_scores_gemma":[0.016809763,0.0033585296,0.97548175,0.0003581378,0.00044037882,0.00038340373,0.001018304,0.0010866009,0.00025791867,0.00043617864,0.00020802452,0.0001610267],"about_ca_topic_score_codex":0.00012698286,"about_ca_topic_score_gemma":0.000065578075,"teacher_disagreement_score":0.06087774,"about_ca_system_score_codex":0.00017481818,"about_ca_system_score_gemma":0.00008329574,"threshold_uncertainty_score":0.9978351},"labels":[],"label_agreement":null},{"id":"W2606018773","doi":"10.1177/0194599817695807","title":"Corrective Nasal Surgery after Maxillomandibular Advancement for Obstructive Sleep Apnea: Experience from 379 Cases","year":2017,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Surgery; Incidence (geometry); Obstructive sleep apnea; Cohort; Polysomnography; Respiratory disturbance index; Corrective surgery; Nose; Sleep apnea; Anesthesia; Apnea; Internal medicine","score_opus":0.031188844299702555,"score_gpt":0.32588870357813593,"score_spread":0.2946998592784334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606018773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884657,0.0005246137,0.0060462016,0.000341887,0.0018285066,0.0016138174,0.0002721307,0.00008426989,0.0008228394],"genre_scores_gemma":[0.9929235,0.000017567265,0.003658174,0.00018975398,0.00045277504,0.002404617,0.00012601986,0.00006480346,0.00016276255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997488,0.000100230805,0.00037896878,0.0008845247,0.0003747034,0.0007735654],"domain_scores_gemma":[0.9971573,0.0007456861,0.00026606157,0.0011612703,0.00038659136,0.00028313012],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018999382,0.00034021458,0.0007568804,0.00018802131,0.00053124793,0.00006640012,0.0003320968,0.00023794884,0.00046272314],"category_scores_gemma":[0.0014747536,0.00031608721,0.00025801276,0.00008071912,0.00089153356,0.00038475406,0.00031104576,0.00031715474,0.00008890622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00789418,0.00029435378,0.92378825,0.000123773,0.0006264113,0.00381241,0.0013882342,0.0000017096419,0.012193665,0.00072841876,0.00012904969,0.049019523],"study_design_scores_gemma":[0.0028054623,0.0005809321,0.95766056,0.00006243445,0.00016270047,0.0006245864,0.0015353537,0.0010234765,0.026048727,0.0003264179,0.008739366,0.0004299781],"about_ca_topic_score_codex":0.00049864245,"about_ca_topic_score_gemma":0.00009421747,"teacher_disagreement_score":0.048589546,"about_ca_system_score_codex":0.00033222922,"about_ca_system_score_gemma":0.00006906167,"threshold_uncertainty_score":0.99992913},"labels":[],"label_agreement":null},{"id":"W2606201056","doi":"10.1159/000470914","title":"Undiagnosed Obstructive Sleep Apnea and Postoperative Outcomes: A Prospective Observational Study","year":2017,"lang":"en","type":"article","venue":"Respiration","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Obstructive sleep apnea; Prospective cohort study; Sleep apnea; Sleep study; Cohort; Logistic regression; Complication; Cohort study; Apnea; Polysomnography; Surgery; Anesthesia; Internal medicine","score_opus":0.09420047118567962,"score_gpt":0.3852060174839265,"score_spread":0.29100554629824693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606201056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99227226,0.000028968,0.00038373805,0.0019138267,0.00013985859,0.0025449952,0.000018518433,0.000047387348,0.0026504714],"genre_scores_gemma":[0.99828655,0.0000014811044,0.0007771149,0.00020289788,0.00012725097,0.00024720092,0.000021347416,0.00002646329,0.0003096985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982356,0.0001213828,0.0002842421,0.0005136592,0.00059841055,0.0002467507],"domain_scores_gemma":[0.9982772,0.00016567505,0.00018840637,0.00060377957,0.000620557,0.00014437338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003432498,0.00020556679,0.00034610537,0.0001467762,0.0007598404,0.00022463931,0.00014769963,0.00009024001,0.000072061004],"category_scores_gemma":[0.002032562,0.0001698916,0.000058805268,0.00010927119,0.00025204837,0.00066094584,0.00014652216,0.00028001305,0.000040406285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003567522,0.00033833788,0.97869074,0.000013582361,0.00022229638,0.000051254727,0.0015570179,0.000003989153,0.003103683,0.002551476,0.000010285221,0.0131006],"study_design_scores_gemma":[0.0043278825,0.0012225272,0.98972064,0.000011891472,0.00007225676,0.000013101616,0.0013403993,0.0009958853,0.0014965087,0.00055437884,0.00008778105,0.00015673305],"about_ca_topic_score_codex":0.00015527528,"about_ca_topic_score_gemma":0.00015389708,"teacher_disagreement_score":0.012943867,"about_ca_system_score_codex":0.00024850064,"about_ca_system_score_gemma":0.0000679742,"threshold_uncertainty_score":0.69279784},"labels":[],"label_agreement":null},{"id":"W2606285826","doi":"10.1007/s12630-017-0888-y","title":"Pediatric tonsillectomy is a resource-intensive procedure: a study of Canadian health administrative data","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; Agricultural Research Institute of Ontario; University of Ottawa","funders":"University of Ottawa","keywords":"Political science","score_opus":0.07420514903342135,"score_gpt":0.3359335938207305,"score_spread":0.26172844478730917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606285826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96726745,0.0014792392,0.0000015258587,0.029066868,0.00022171838,0.0009734904,0.000108661196,0.0000060662387,0.00087500614],"genre_scores_gemma":[0.99758255,0.00010465005,0.00026904963,0.00046114787,0.0011562041,0.0000047379244,0.00001932708,0.000096972006,0.0003053303],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99433184,0.00035412537,0.0016126959,0.00061268377,0.0013312118,0.0017574537],"domain_scores_gemma":[0.9826653,0.00012543931,0.0023508777,0.0018237572,0.0038672383,0.00916741],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026746213,0.000529985,0.0014836896,0.004542604,0.0028397047,0.00040547253,0.0026761552,0.0002544633,0.0003185156],"category_scores_gemma":[0.003032929,0.0004747198,0.00027917314,0.001168928,0.00056385616,0.00075980945,0.000087418666,0.0020017934,0.000011704596],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005452908,0.00023083246,0.19748308,0.00015308107,0.0008473341,0.72636086,0.023860319,0.000009046679,0.000009308896,0.000057292615,0.04766093,0.0027826636],"study_design_scores_gemma":[0.0033716727,0.006927085,0.16566752,0.0002320528,0.00044308713,0.7922193,0.020608114,0.000038806116,0.000033743978,0.00004387611,0.010024174,0.0003906044],"about_ca_topic_score_codex":0.57048506,"about_ca_topic_score_gemma":0.8395146,"teacher_disagreement_score":0.2690296,"about_ca_system_score_codex":0.0021363858,"about_ca_system_score_gemma":0.04106684,"threshold_uncertainty_score":0.99977046},"labels":[],"label_agreement":null},{"id":"W2606736931","doi":"10.1186/s40463-017-0209-z","title":"Factors associated with lingual tonsil hypertrophy in Canadian adults","year":2017,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Medicine; Tonsil; Tonsillectomy; Otorhinolaryngology; Obstructive sleep apnea; Muscle hypertrophy; Body mass index; Palatine tonsil; Population; Etiology; Tongue; Internal medicine; Gastroenterology; Pathology; Surgery","score_opus":0.04093806741707594,"score_gpt":0.30206685480855244,"score_spread":0.2611287873914765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606736931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976431,0.00034463167,3.3283294e-7,0.0012118284,0.00028049946,0.00012510523,0.0000070366086,0.000004922894,0.0003825],"genre_scores_gemma":[0.9995894,0.00005038596,0.00002272393,0.00014339236,0.00013273743,0.0000015101167,0.000006028298,0.000020328676,0.000033498196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853146,0.00011041218,0.00039207615,0.00017216541,0.00026709924,0.0005268051],"domain_scores_gemma":[0.9980967,0.00043759233,0.00033451544,0.00022591914,0.00030794033,0.00059730874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006165693,0.00015779716,0.0007185156,0.0006400212,0.00021813749,0.00003767912,0.00012073665,0.00020059601,0.000054216645],"category_scores_gemma":[0.0026890258,0.00011020709,0.00011350403,0.0001118716,0.00026520283,0.00022340084,0.000032406213,0.000689335,0.0000021134833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005681671,0.00010612841,0.9942707,0.000026258747,0.00015816407,0.003222284,0.00018951278,3.0325376e-7,0.00036341016,0.0000061796027,0.00006383923,0.0010250442],"study_design_scores_gemma":[0.00187794,0.00050058647,0.9958048,0.0004050158,0.000038491136,0.00042376967,0.00006102009,0.00003927383,0.0004994518,0.000013173524,0.00023101145,0.00010546141],"about_ca_topic_score_codex":0.022679001,"about_ca_topic_score_gemma":0.114284605,"teacher_disagreement_score":0.0916056,"about_ca_system_score_codex":0.00020728924,"about_ca_system_score_gemma":0.0007094359,"threshold_uncertainty_score":0.9838291},"labels":[],"label_agreement":null},{"id":"W2607554523","doi":"10.1093/sleepj/zsx050.1143","title":"1144 PRESENCE OF MELATONIN RHYTHM IN ACUTE MODERATE-SEVERE TRAUMATIC BRAIN INJURY DESPITE SEVERE SLEEP-WAKE DISTURBANCES","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Sleep & Circadian Network; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Actigraphy; Medicine; Melatonin; Traumatic brain injury; Glasgow Coma Scale; Circadian rhythm; Anesthesia; Internal medicine; Psychiatry","score_opus":0.02750534173121999,"score_gpt":0.325515959465497,"score_spread":0.298010617734277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607554523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990023,0.0004944101,0.00032214652,0.0018222295,0.00030216365,0.0010904556,0.00010596984,0.000051480725,0.0057880995],"genre_scores_gemma":[0.9969667,0.000047250353,0.001355356,0.00010614263,0.00010714724,0.000093870556,0.00002586417,0.000056879475,0.0012407531],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969447,0.0001638401,0.0006207434,0.0006378471,0.000912443,0.0007203973],"domain_scores_gemma":[0.99755967,0.0001708737,0.00035383913,0.0014201552,0.00022905873,0.00026643265],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000562037,0.00035055957,0.00078174914,0.00026342264,0.0002641013,0.000104944615,0.0006182892,0.00021626361,0.0002469832],"category_scores_gemma":[0.00080403435,0.00030770962,0.000181582,0.00027949057,0.0005772493,0.0006408174,0.000345102,0.00065377034,0.00006773643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004679006,0.0012264044,0.68995714,0.0015979954,0.0013698563,0.0014175588,0.0059347656,0.00046201513,0.021463942,0.0041652676,0.001450311,0.26627573],"study_design_scores_gemma":[0.009087067,0.0010276728,0.8869488,0.0009696632,0.0003206463,0.00041685812,0.0008936835,0.057003383,0.038053136,0.0033924603,0.00086814124,0.0010184528],"about_ca_topic_score_codex":0.0002879035,"about_ca_topic_score_gemma":0.00024855265,"teacher_disagreement_score":0.2652573,"about_ca_system_score_codex":0.00019496527,"about_ca_system_score_gemma":0.00006861905,"threshold_uncertainty_score":0.9999375},"labels":[],"label_agreement":null},{"id":"W2607663857","doi":"10.1093/sleepj/zsx050.451","title":"0452 THE INTERACTION BETWEEN OBSTRUCTIVE SLEEP APNEA (OSA) AND OBESITY ON SERUM LEVELS OF INFLAMMATORY ADHESION MOLECULES","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Body mass index; Internal medicine; Cell adhesion molecule; Obesity; Gastroenterology; Obstructive sleep apnea; Polysomnogram; Sleep apnea; Endocrinology; Polysomnography; Immunology; Apnea","score_opus":0.035846390872624756,"score_gpt":0.31912113960570787,"score_spread":0.2832747487330831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607663857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943978,0.00006570828,0.00021898322,0.0010529098,0.0002887481,0.0006086274,0.000075460506,0.000032764343,0.0032590039],"genre_scores_gemma":[0.99932224,0.000007921814,0.00021790584,0.000047713438,0.0002644048,0.000015760315,0.000006791434,0.000031476236,0.00008580341],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982301,0.00015510272,0.00031066977,0.00039062157,0.00058784685,0.0003256313],"domain_scores_gemma":[0.9981166,0.00021887099,0.0003189308,0.00093653426,0.00024350341,0.00016554129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041304543,0.0002208943,0.00036681432,0.00015173363,0.0004688549,0.00006529541,0.0003301101,0.00014836768,0.00010714184],"category_scores_gemma":[0.0006335567,0.00015987527,0.00011259176,0.000076945755,0.00053988333,0.00028899702,0.0003294172,0.00054011325,0.00005046963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004174637,0.0000995899,0.6648026,0.0001739979,0.00031123185,0.000038334856,0.00085777865,0.000007959121,0.025867436,0.001184912,0.00001756593,0.3062211],"study_design_scores_gemma":[0.001104207,0.0002921822,0.8858577,0.00007696126,0.00011047982,0.000015363465,0.0005813601,0.0006630889,0.11040869,0.00061271363,0.00014945264,0.00012777718],"about_ca_topic_score_codex":0.00005204542,"about_ca_topic_score_gemma":0.00001769321,"teacher_disagreement_score":0.30609334,"about_ca_system_score_codex":0.0001270439,"about_ca_system_score_gemma":0.000021401043,"threshold_uncertainty_score":0.65195245},"labels":[],"label_agreement":null},{"id":"W2607741223","doi":"10.1093/sleepj/zsx050.433","title":"0434 THE ASSOCIATION OF TRAFFIC-RELATED AIR POLLUTION WITH SLEEP APNEA AND INFLAMMATORY BIOMARKERS","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Systemic inflammation; Polysomnography; Internal medicine; Obstructive sleep apnea; Inflammation; Sleep apnea; Asthma; Apnea","score_opus":0.00850835585947669,"score_gpt":0.254732987742219,"score_spread":0.2462246318827423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607741223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890988,0.0001270262,0.000045982913,0.005770099,0.00014452271,0.0005454016,0.000010267307,0.000040789117,0.0042171082],"genre_scores_gemma":[0.9994532,0.0000096986005,0.00009829803,0.000053904878,0.000061680184,0.00001581307,0.000009341556,0.000022459975,0.0002756222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986293,0.00009644062,0.00023186683,0.00022420999,0.0005425131,0.00027569974],"domain_scores_gemma":[0.9987358,0.00006890974,0.00034241247,0.0005300088,0.00021878323,0.00010412972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006496281,0.0001329578,0.00022190275,0.00009006877,0.00033290207,0.000032588156,0.00017197093,0.00014149114,0.000040028604],"category_scores_gemma":[0.00043161635,0.00008734536,0.000062744795,0.00012332627,0.00038658545,0.00017564278,0.00007901884,0.0002545962,0.00001898138],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016219812,0.00026647537,0.7783569,0.00024574742,0.002384096,0.00006258545,0.0021167542,0.000337729,0.018145634,0.0015857772,0.00037406033,0.19450228],"study_design_scores_gemma":[0.0034260089,0.0002595303,0.98478746,0.0000394076,0.0002227719,0.00002477604,0.0004098241,0.006586372,0.0033380638,0.00004401179,0.00074110593,0.00012069174],"about_ca_topic_score_codex":0.000036479356,"about_ca_topic_score_gemma":0.000057371857,"teacher_disagreement_score":0.20643055,"about_ca_system_score_codex":0.00017902923,"about_ca_system_score_gemma":0.000028470196,"threshold_uncertainty_score":0.35618404},"labels":[],"label_agreement":null},{"id":"W2607914380","doi":"10.1093/sleepj/zsx050.625","title":"0626 A METHOD FOR IDENTIFICATION OF INSPIRATORY FLOW LIMITATION USING RESPIRATORY AIRFLOW","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Airflow; Medicine; Gold standard (test); Airway; Population; Breathing; Anesthesia; Internal medicine","score_opus":0.09816691258383788,"score_gpt":0.4174251110061606,"score_spread":0.3192581984223227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607914380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69435894,0.00021858879,0.3029317,0.00027760287,0.00038357062,0.0011917007,0.00004611972,0.000038910322,0.00055284816],"genre_scores_gemma":[0.92503107,0.0000018630101,0.07441736,0.0000996819,0.00025201304,0.00006534623,0.000019882864,0.000037365015,0.0000754242],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99858046,0.000095468415,0.00039819733,0.0003063666,0.00039207557,0.00022742245],"domain_scores_gemma":[0.9979735,0.00010018763,0.00036882304,0.0008266477,0.00062990654,0.00010093681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001145289,0.00011630609,0.00025614793,0.00021625661,0.00028832347,0.00004546748,0.00021037603,0.00011316898,0.000023779994],"category_scores_gemma":[0.0017445628,0.000116331685,0.00013298524,0.00009184093,0.00015349103,0.00028329174,0.0000678441,0.00013974901,0.000020574413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028899606,0.00014681909,0.01827687,0.0003528593,0.0001248534,0.0000054580046,0.00036540127,0.00021228935,0.78644025,0.00078527833,0.00007755347,0.19292335],"study_design_scores_gemma":[0.0044683376,0.00046554187,0.20525736,0.00009710284,0.00034269996,0.000008325731,0.00031984947,0.35297373,0.431687,0.0012032139,0.0029175275,0.00025928975],"about_ca_topic_score_codex":0.000021784183,"about_ca_topic_score_gemma":0.000010428311,"teacher_disagreement_score":0.35475326,"about_ca_system_score_codex":0.00014956607,"about_ca_system_score_gemma":0.00007271848,"threshold_uncertainty_score":0.47438684},"labels":[],"label_agreement":null},{"id":"W2607920883","doi":"10.1093/sleepj/zsx050.574","title":"0575 ATTITUDES TOWARDS ACCEPTANCE OF OBSTRUCTIVE SLEEP APNEA THERAPY USING UPPER AIRWAY MUSCLE TRAINING","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Obstructive sleep apnea; Physical therapy; Socioeconomic status; Sleep apnea; Preference; Apnea; Airway; Multivariate analysis; Internal medicine; Pediatrics; Anesthesia; Population","score_opus":0.07503130818861924,"score_gpt":0.3612384431610703,"score_spread":0.28620713497245104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607920883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850021,0.0006387624,0.0015591844,0.0004185334,0.00064062985,0.0006798064,0.00003382652,0.00006651284,0.010960665],"genre_scores_gemma":[0.99075174,0.000041067306,0.008381025,0.000088429115,0.0004901686,0.00002859347,0.000008928522,0.0000809659,0.00012906658],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972745,0.00009181314,0.0004430485,0.00061571953,0.0008685935,0.0007062926],"domain_scores_gemma":[0.9975072,0.000066748384,0.0003634998,0.0013358218,0.00047106048,0.00025564045],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041985072,0.000335116,0.0006858438,0.00021872896,0.0004948383,0.0000975706,0.0006635002,0.00019314681,0.0009330635],"category_scores_gemma":[0.00047705608,0.0002944345,0.00029478612,0.00019527327,0.00081302,0.00052375474,0.00025968364,0.00048434883,0.000034783916],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039765376,0.00022639484,0.13700432,0.00010184912,0.00041886518,0.00005652829,0.0032930523,0.000041220726,0.11552987,0.00047552894,0.000008883645,0.7424458],"study_design_scores_gemma":[0.0038515257,0.00035169965,0.923263,0.000100413934,0.00007805061,0.000041514602,0.0016302348,0.0042847437,0.06513945,0.0003009581,0.00059819024,0.00036020688],"about_ca_topic_score_codex":0.00021789399,"about_ca_topic_score_gemma":0.000020275145,"teacher_disagreement_score":0.7862587,"about_ca_system_score_codex":0.00020876416,"about_ca_system_score_gemma":0.000088315624,"threshold_uncertainty_score":0.9999802},"labels":[],"label_agreement":null},{"id":"W2607998272","doi":"10.1093/sleepj/zsx050.486","title":"0487 WHAT SYMPTOMS MOTIVATE FAMILY MEDICINE PATIENTS TO PURSUE SLEEP APNEA SCREENING?","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; St Mary's Hospital Centre; Jewish General Hospital","funders":"","keywords":"Medicine; Polysomnography; Sleep apnea; Obstructive sleep apnea; Physical therapy; Excessive daytime sleepiness; Obesity; Sleep medicine; Sleep disorder; Insomnia; Metabolic syndrome; Internal medicine; Pediatrics; Psychiatry; Apnea","score_opus":0.03175482173405081,"score_gpt":0.322966142518642,"score_spread":0.29121132078459117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607998272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733036,0.0003903071,0.002715589,0.008198076,0.001968992,0.0017011787,0.000025933,0.00016811951,0.011528183],"genre_scores_gemma":[0.99495864,0.000030245486,0.0010549861,0.0017740518,0.0009220314,0.000093192844,0.00009044593,0.000118234995,0.0009581603],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99562925,0.00010556685,0.0005591167,0.0009249859,0.0016999305,0.0010811639],"domain_scores_gemma":[0.9957304,0.000102279024,0.00026664243,0.0021352272,0.0007437401,0.0010217254],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055088184,0.00047250764,0.00075995695,0.0004494775,0.0006644361,0.00029872634,0.0010068157,0.00021727888,0.00055094645],"category_scores_gemma":[0.0016217215,0.0003882466,0.00017787135,0.00028972054,0.0005751046,0.00093674584,0.0007303627,0.00060003385,0.00092452014],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063274155,0.0003068909,0.36040235,0.000086694956,0.00032667906,0.00013254723,0.00065054017,0.000013048271,0.0056729163,0.00031978454,0.001005117,0.63045067],"study_design_scores_gemma":[0.008352175,0.0019895209,0.9681791,0.00040873297,0.00021270382,0.000015731945,0.0007777957,0.0018311357,0.0032866255,0.00016328282,0.014270775,0.0005124217],"about_ca_topic_score_codex":0.00027085585,"about_ca_topic_score_gemma":0.000015688109,"teacher_disagreement_score":0.62993824,"about_ca_system_score_codex":0.00022138987,"about_ca_system_score_gemma":0.00002155253,"threshold_uncertainty_score":0.99985695},"labels":[],"label_agreement":null},{"id":"W2608205239","doi":"10.1093/sleepj/zsx050.816","title":"0817 ADHERENCE TO CPAP TREATMENT IN WOMEN WITH OBSTRUCTIVE SLEEP APNEA","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Obstructive sleep apnea; Feeling; Medicine; Polysomnography; Morning; Continuous positive airway pressure; Insomnia; Sleep apnea; Physical therapy; Quality of life (healthcare); Internal medicine; Apnea; Psychiatry; Psychology; Nursing","score_opus":0.028185316212360884,"score_gpt":0.3205182728214282,"score_spread":0.29233295660906733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608205239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808785,0.000054747412,0.0001735408,0.00096118095,0.0001973625,0.0013549093,0.000021342794,0.00005245636,0.016305963],"genre_scores_gemma":[0.9962399,0.0000055357264,0.0017932595,0.00013123913,0.0001655457,0.00055586617,0.0000059851773,0.000048148795,0.0010544915],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99762493,0.000054364715,0.00025717335,0.0006606485,0.00055883796,0.0008440398],"domain_scores_gemma":[0.997808,0.00005060804,0.00012191707,0.0013043276,0.00018594741,0.00052924606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001832972,0.00030925026,0.0005062747,0.00024918793,0.00025243982,0.00010359311,0.00040247093,0.0001039162,0.00054621306],"category_scores_gemma":[0.00023633715,0.00023272735,0.00005789913,0.00022486785,0.00027561694,0.00023569829,0.00018934798,0.00027556336,0.00038104804],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042126146,0.0005489261,0.29394767,0.00005131633,0.00032941022,0.0008274147,0.0060536345,0.000039020182,0.005915107,0.0003002943,0.000026551103,0.6877481],"study_design_scores_gemma":[0.008004639,0.0060590557,0.96963936,0.00008595306,0.00006427643,0.0000702095,0.0028031694,0.00055181206,0.009783168,0.00036514562,0.002152066,0.0004211304],"about_ca_topic_score_codex":0.0006261573,"about_ca_topic_score_gemma":0.00041423028,"teacher_disagreement_score":0.6873269,"about_ca_system_score_codex":0.0011916474,"about_ca_system_score_gemma":0.000066951776,"threshold_uncertainty_score":0.94903463},"labels":[],"label_agreement":null},{"id":"W2608209882","doi":"10.1093/sleepj/zsx050.282","title":"0283 SUBJECTIVE COGNITIVE COMPLAINT IN LATE MIDDLE-AGED AND OLDER INDIVIDUALS WITH OBSTRUCTIVE SLEEP APNEA","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Hôpital du Sacré-Cœur de Montréal; Université de Montréal; Canadian Sleep & Circadian Network; Université du Québec à Montréal","funders":"National Institute on Aging; Georgia Clinical and Translational Science Alliance","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Cognitive decline; Internal medicine; Mood; Risk factor; Dementia; Pittsburgh Sleep Quality Index; Physical therapy; Sleep apnea; Apnea–hypopnea index; Montreal Cognitive Assessment; Cognition; Apnea; Clinical psychology; Psychiatry; Disease","score_opus":0.027312627894087435,"score_gpt":0.2941323671070162,"score_spread":0.26681973921292873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608209882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987869,0.00020615318,0.00047407445,0.0004310748,0.00015179807,0.001851349,0.000110280125,0.000060295035,0.0088459775],"genre_scores_gemma":[0.9983428,0.000010383448,0.000990425,0.00012716309,0.00011763542,0.00014150343,0.00005018419,0.000074486736,0.0001454168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702936,0.00020774017,0.0003597208,0.00086391,0.0007436336,0.00079563755],"domain_scores_gemma":[0.99805635,0.00029836988,0.0002827127,0.000674574,0.00031961055,0.0003683992],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048434848,0.00041856515,0.00070962205,0.00040195734,0.000547066,0.00017534746,0.00029624294,0.00020436457,0.00018147884],"category_scores_gemma":[0.0005849697,0.00034898406,0.00008372753,0.00025200375,0.0010694192,0.00044943017,0.00036924967,0.00092805276,0.00006219938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013485778,0.00030928254,0.9546527,0.0001286058,0.0006349863,0.00070768053,0.007612221,0.000010223212,0.0010211923,0.00038463503,0.0000034652262,0.03318641],"study_design_scores_gemma":[0.0108055,0.00056929863,0.9779816,0.00029235915,0.00020089895,0.0001361159,0.0031735136,0.0012183612,0.004520968,0.0006812805,0.000024574638,0.00039551646],"about_ca_topic_score_codex":0.00034547635,"about_ca_topic_score_gemma":0.00052941,"teacher_disagreement_score":0.03279089,"about_ca_system_score_codex":0.00022602513,"about_ca_system_score_gemma":0.000044307475,"threshold_uncertainty_score":0.9998962},"labels":[],"label_agreement":null},{"id":"W2608450731","doi":"10.1093/sleepj/zsx050.884","title":"0885 OROFACIAL MORPHOLOGY AND DYSFUNCTIONS IN CHILDREN WITH PERSISTANT SLEEP DISORDERED BREATHING LONG-TERM AFTER ADENOID AND/OR TONSILS REMOVAL","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia Hospital; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Craniofacial; Obstructive sleep apnea; Polysomnography; Etiology; Craniofacial abnormality; Oral and maxillofacial surgery; Population; Pediatrics; Sleep apnea; Dentistry; Internal medicine; Apnea","score_opus":0.014947083113622674,"score_gpt":0.283294354376373,"score_spread":0.2683472712627503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608450731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99648255,0.0006729122,0.00016889193,0.0011548846,0.00011059536,0.0007708216,0.000038163358,0.00003736035,0.00056381506],"genre_scores_gemma":[0.99847156,0.000057969813,0.00078894064,0.00008824608,0.00014672418,0.00006176156,0.000023851275,0.000041175663,0.0003197628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828464,0.00006480205,0.00022628222,0.000591171,0.00032089057,0.00051221653],"domain_scores_gemma":[0.99892503,0.000031801374,0.00009291225,0.00062141585,0.00008845374,0.00024040417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019342075,0.0002472871,0.00039540694,0.00022592813,0.00037725506,0.00011788857,0.00015589125,0.00015831103,0.00032155367],"category_scores_gemma":[0.0001935485,0.00018626447,0.000050287552,0.00010942232,0.00064103643,0.00026750835,0.00024925347,0.00046348185,0.000016752041],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00211955,0.00014055896,0.9582363,0.000042700052,0.00018753562,0.0011438195,0.000674822,8.78531e-7,0.0014384814,0.00004427822,0.0000044394633,0.03596668],"study_design_scores_gemma":[0.0053452584,0.0005628821,0.9898377,0.00006189777,0.00017043302,0.003144047,0.00028491358,0.00015064346,0.00016094666,0.00002793792,0.000028854609,0.00022447533],"about_ca_topic_score_codex":0.00032342598,"about_ca_topic_score_gemma":0.000698253,"teacher_disagreement_score":0.035742205,"about_ca_system_score_codex":0.00011018554,"about_ca_system_score_gemma":0.000038085076,"threshold_uncertainty_score":0.75956446},"labels":[],"label_agreement":null},{"id":"W2608473107","doi":"10.1093/sleepj/zsx050.860","title":"0861 CHARACTERIZING TREATMENT EMERGENT CENTRAL SLEEP APNEA IN CHILDREN","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Polysomnography; Medicine; Central sleep apnea; Apnea; Continuous positive airway pressure; Obstructive sleep apnea; Pediatrics; Sleep apnea; Hypopnea; Positive airway pressure; Population; Sleep study; Internal medicine","score_opus":0.024197933040365934,"score_gpt":0.3090040088105965,"score_spread":0.28480607577023054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608473107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927378,0.00017256479,0.000050339026,0.0019997144,0.00048121312,0.00096165563,0.000030540232,0.000056101293,0.0035100328],"genre_scores_gemma":[0.99846876,0.00006195731,0.00024875483,0.000097954726,0.00054250483,0.00007797181,0.000093568684,0.00004871062,0.0003598252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777836,0.000057623736,0.00033173172,0.0005224796,0.00044030603,0.0008695223],"domain_scores_gemma":[0.9983448,0.0000138627565,0.00014214474,0.0010685013,0.00006402108,0.00036666595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016062618,0.000275357,0.0004218767,0.00019914049,0.00029093216,0.00008982164,0.00032157023,0.000114941,0.000631699],"category_scores_gemma":[0.00013109607,0.00023487963,0.00017972774,0.00009923288,0.00015159571,0.00022205441,0.00017730829,0.00027580757,0.00025519924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001651545,0.00041017035,0.81341827,0.000014628068,0.00018844019,0.00010479601,0.0003058624,0.000002535,0.009277469,0.00009951168,0.000015482823,0.1759977],"study_design_scores_gemma":[0.0037757126,0.00032708904,0.98059905,0.000023287637,0.00007600493,0.000052161726,0.000089124864,0.001393281,0.012268249,0.000025147432,0.0011663649,0.00020452171],"about_ca_topic_score_codex":0.00053993403,"about_ca_topic_score_gemma":0.00007623103,"teacher_disagreement_score":0.17579319,"about_ca_system_score_codex":0.0005131709,"about_ca_system_score_gemma":0.000029128578,"threshold_uncertainty_score":0.9578113},"labels":[],"label_agreement":null},{"id":"W2608492795","doi":"10.1093/sleepj/zsx050.316","title":"0317 COMPARISON OF TWO VALIDATION TECHNIQUES USING THE ALLIANCE SLEEP QUESTIONNAIRE (ASQ) INSOMNIA MODULE","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Categorical variable; Insomnia; Receiver operating characteristic; Medicine; Stepwise regression; Machine learning; Regression analysis; Population; Artificial intelligence; Computer science; Internal medicine; Psychiatry","score_opus":0.06257330572447661,"score_gpt":0.4090660558935175,"score_spread":0.3464927501690409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608492795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787889,0.00042113327,0.016068177,0.0012737996,0.00028836163,0.0008443309,0.000009443192,0.000093688286,0.0022121458],"genre_scores_gemma":[0.990743,0.000014057254,0.0087724365,0.000041642666,0.00027533682,0.000031628446,0.000011890381,0.000032420576,0.00007762476],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998313,0.00011652442,0.00036317034,0.00030446335,0.0006029054,0.000299903],"domain_scores_gemma":[0.99790794,0.000035134548,0.00037372415,0.0011611467,0.00042530283,0.00009672653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000484574,0.00016939227,0.00034205616,0.00008232678,0.0004904429,0.00008008071,0.00046376121,0.00009889121,0.000074025214],"category_scores_gemma":[0.00046920907,0.00012875143,0.000101698046,0.00012868916,0.00047342124,0.00029954285,0.00020390705,0.0003597557,0.000029494322],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018980497,0.00037466505,0.66177505,0.00017930496,0.0001474575,0.00001410541,0.0006146606,0.0001985328,0.16084982,0.0026185522,0.00014489592,0.17289315],"study_design_scores_gemma":[0.0015600276,0.00026662555,0.20193334,0.00033028942,0.00018708815,0.000026362733,0.00019892603,0.08050588,0.71253407,0.0013910951,0.0008182201,0.000248077],"about_ca_topic_score_codex":0.00041982753,"about_ca_topic_score_gemma":0.000044349214,"teacher_disagreement_score":0.55168426,"about_ca_system_score_codex":0.00017531453,"about_ca_system_score_gemma":0.000032329783,"threshold_uncertainty_score":0.52503306},"labels":[],"label_agreement":null},{"id":"W2608716163","doi":"10.1093/sleepj/zsx050.520","title":"0521 IMPACT OF MASK TYPE ON CONTINUOUS POSITIVE AIRWAY PRESSURE EFFICACY AND COMPLIANCE: A META-ANALYSIS","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Continuous positive airway pressure; Meta-analysis; Obstructive sleep apnea; Subgroup analysis; Odds ratio; Randomized controlled trial; Sleep apnea; Anesthesia; Internal medicine","score_opus":0.08894048279951831,"score_gpt":0.4010616038330434,"score_spread":0.3121211210335251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608716163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854974,0.0023863628,0.00010154656,0.00064256665,0.00006226213,0.0008079226,0.00020173448,0.000023972214,0.010276215],"genre_scores_gemma":[0.998764,0.000018161762,0.00022675756,0.000032175627,0.00004907607,0.000008578792,0.000022627622,0.000020569163,0.0008580965],"study_design_codex":"meta_analysis","study_design_gemma":"observational","domain_scores_codex":[0.9985762,0.00009651538,0.00021694676,0.0003709775,0.00045377592,0.0002855498],"domain_scores_gemma":[0.99810183,0.00013653438,0.00021954202,0.0009529386,0.00039662627,0.00019251138],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020250106,0.00019539925,0.0010611032,0.00019231043,0.00015200752,0.0000521729,0.00021659152,0.00008784762,0.0010515577],"category_scores_gemma":[0.00043529356,0.00013341036,0.00064625393,0.00020454206,0.00031201993,0.00008348356,0.00012681978,0.00025215052,0.000048029087],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007523929,0.0014021344,0.25489658,0.0002110127,0.6838006,0.00026809803,0.0013062628,0.00037301306,0.022973422,0.00080300507,0.00045036458,0.025991624],"study_design_scores_gemma":[0.002472953,0.002131948,0.896815,0.000014611266,0.09216513,0.000014919835,0.000049951916,0.0016675738,0.0043702265,0.00004589503,0.00008886569,0.00016292809],"about_ca_topic_score_codex":0.00031908145,"about_ca_topic_score_gemma":0.000013028345,"teacher_disagreement_score":0.6419184,"about_ca_system_score_codex":0.00004153928,"about_ca_system_score_gemma":0.00002234247,"threshold_uncertainty_score":0.9998616},"labels":[],"label_agreement":null},{"id":"W2608777333","doi":"10.1016/j.amjms.2017.04.020","title":"Memory and Executive Screening for the Detection of Cognitive Impairment in Obstructive Sleep Apnea","year":2017,"lang":"en","type":"article","venue":"The American Journal of the Medical Sciences","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Montreal Cognitive Assessment; Obstructive sleep apnea; Polysomnography; Cognition; Internal medicine; Memory clinic; Cognitive impairment; Recall; Executive dysfunction; Sleep apnea; Apnea; Physical therapy; Neuropsychology; Psychiatry; Psychology","score_opus":0.03565293996599631,"score_gpt":0.35106897665130615,"score_spread":0.3154160366853098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608777333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98105055,0.000279955,0.004662154,0.013194877,0.00021318051,0.00043779123,0.0000034015561,0.0000017124734,0.00015637401],"genre_scores_gemma":[0.9993514,0.000042331758,0.0002554975,0.0001624375,0.00016343598,0.000009865927,3.7172253e-8,0.000004914913,0.000010116531],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978559,0.00026866145,0.00030663074,0.00013743748,0.0011810601,0.00025028127],"domain_scores_gemma":[0.99646443,0.0021414296,0.00085182465,0.00020346435,0.00020395897,0.00013490686],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0038670138,0.00009199193,0.0003113989,0.00008631534,0.0007056749,0.00003892317,0.0008476788,0.000023002467,0.000012566694],"category_scores_gemma":[0.0053328485,0.00003511135,0.0001250622,0.00028913785,0.0092454,0.00013052662,0.00025895544,0.0004450578,2.4342583e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013140247,0.000066184664,0.027371818,0.000010983906,0.00018974839,0.000013896186,0.0026107547,0.000015757882,0.0015369627,0.000048740734,0.000003879034,0.96681726],"study_design_scores_gemma":[0.002030554,0.0026764527,0.9353217,0.00032289533,0.00017633199,0.00057636044,0.038392283,0.0075279,0.0117342705,0.0011484824,0.000017516244,0.00007524999],"about_ca_topic_score_codex":0.0003080279,"about_ca_topic_score_gemma":0.000052192547,"teacher_disagreement_score":0.966742,"about_ca_system_score_codex":0.000050996656,"about_ca_system_score_gemma":0.00011306459,"threshold_uncertainty_score":0.9934509},"labels":[],"label_agreement":null},{"id":"W2609132745","doi":"10.1093/sleepj/zsx050.428","title":"0429 EVOLUTION OF GRAY MATTER VOLUME IN MILD AND MODERATE OBSTRUCTIVE SLEEP APNEA","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"West Virginia University","keywords":"Globus pallidus; Putamen; Magnetic resonance imaging; Voxel-based morphometry; Grey matter; Basal ganglia; Medicine; Atrophy; Obstructive sleep apnea; Gray (unit); Cardiology; Internal medicine; Nuclear medicine; Psychology; White matter; Radiology; Central nervous system","score_opus":0.01656022825098966,"score_gpt":0.2857579475822407,"score_spread":0.26919771933125103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609132745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99056154,0.00036413936,0.0012609643,0.0009195009,0.00022434417,0.00052976556,0.000025223966,0.000018696626,0.0060958373],"genre_scores_gemma":[0.9983304,0.000006590311,0.0010403753,0.000044662345,0.00010018155,0.000031604017,0.000007876473,0.000033459295,0.00040483612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983606,0.000072852046,0.00031852635,0.00042897518,0.00040081612,0.0004182297],"domain_scores_gemma":[0.99868476,0.000030031557,0.00017645316,0.0007333193,0.00021604805,0.00015941274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025575183,0.00019423837,0.0004255478,0.00026809657,0.00017301513,0.000047983587,0.0002138884,0.00014472046,0.0002605436],"category_scores_gemma":[0.00018933928,0.00017989519,0.000076409924,0.0001181317,0.0005046924,0.00032532957,0.0002176636,0.0003524072,0.00011884373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005452891,0.00012052595,0.97367775,0.00014493435,0.00009564088,0.000038803017,0.00049188535,0.00002462985,0.010809601,0.00063564605,0.00006126437,0.013354026],"study_design_scores_gemma":[0.0025452669,0.0001304312,0.9689393,0.000048970593,0.000053657193,0.000028874623,0.0002837103,0.021364952,0.004358231,0.0020005296,0.000084580126,0.00016148831],"about_ca_topic_score_codex":0.0006156865,"about_ca_topic_score_gemma":0.000107672655,"teacher_disagreement_score":0.021340322,"about_ca_system_score_codex":0.00022425388,"about_ca_system_score_gemma":0.000021196012,"threshold_uncertainty_score":0.73359126},"labels":[],"label_agreement":null},{"id":"W2609313636","doi":"10.1093/sleepj/zsx050.445","title":"0446 CARDIOVASCULAR CONSEQUENCES OF OBSTRUCTIVE SLEEP APNEA IN WOMEN: A CLINICAL COHORT STUDY","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University Health Network; St. Michael's Hospital; Institute for Clinical Evaluative Sciences","funders":"Michigan Institute for Clinical and Health Research; Reseau canadien de recherche respiratoire; Ontario Ministry of Health and Long-Term Care; National Heart, Lung, and Blood Institute; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Sleep apnea; Obstructive sleep apnea; Cohort; Body mass index; Stroke (engine); Atrial fibrillation; Cohort study; Proportional hazards model; Headaches; Apnea; Internal medicine; Pediatrics; Apnea–hypopnea index; Polysomnography; Physical therapy; Surgery","score_opus":0.04077823013203755,"score_gpt":0.3585096234366273,"score_spread":0.3177313933045897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609313636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913626,0.00040938656,0.00007173485,0.00021041908,0.0005895152,0.0021120447,0.000016439486,0.000033204862,0.005194674],"genre_scores_gemma":[0.99903566,0.000030552364,0.00034674534,0.00004034823,0.00020924398,0.00023429017,0.0000040463965,0.000036491918,0.0000626206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99599904,0.000489638,0.00084978,0.00079780153,0.0012263043,0.0006374518],"domain_scores_gemma":[0.99665266,0.00018362832,0.00030424917,0.0021256006,0.00041832356,0.00031556532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003078453,0.00026628,0.0013526937,0.00025902345,0.00019003957,0.000050999402,0.00062297727,0.00018591114,0.00020187204],"category_scores_gemma":[0.0023887723,0.00023369137,0.0004327393,0.00023201066,0.0016631718,0.00021728268,0.00037275083,0.0006852609,0.000064842905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060016196,0.0007694956,0.93390316,0.00005613347,0.0020769406,0.0005384777,0.0009889888,0.000012383367,0.00034375102,0.00009225759,0.0000057228135,0.06061254],"study_design_scores_gemma":[0.0055738664,0.0009501546,0.98724264,0.00003166116,0.00026981413,0.000038926464,0.0040488727,0.00025698947,0.0008231699,0.00033162284,0.00022874017,0.00020356952],"about_ca_topic_score_codex":0.0006504268,"about_ca_topic_score_gemma":0.000054770808,"teacher_disagreement_score":0.060408972,"about_ca_system_score_codex":0.00029180472,"about_ca_system_score_gemma":0.0000922119,"threshold_uncertainty_score":0.95296574},"labels":[],"label_agreement":null},{"id":"W2609460651","doi":"10.1093/sleepj/zsx050.434","title":"0435 INTERETHNIC COMPARISON OF INTER-MANDIBULAR AND SOFT TISSUE VOLUMES AMONG NATIVE CHINESE, ICELANDIC CAUCASIAN AND AFRICAN-AMERICAN APNEICS","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Craniofacial; Soft tissue; Overweight; Tongue; Airway; Apnea; Sleep apnea; Obesity; Internal medicine; Surgery; Pathology","score_opus":0.017898038392916652,"score_gpt":0.35521251182548624,"score_spread":0.3373144734325696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609460651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931863,0.0008137064,0.0014289229,0.0006688477,0.0001376866,0.00048414647,0.000025728676,0.000029169902,0.0032254795],"genre_scores_gemma":[0.99922365,0.000031928535,0.00036694104,0.000018892211,0.00010019126,0.000018912238,0.000014328482,0.000035117147,0.00019001559],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985122,0.000091365706,0.00033084743,0.00036748513,0.0003469775,0.00035110343],"domain_scores_gemma":[0.998524,0.000116003626,0.00036424762,0.00054478046,0.00017484282,0.00027611418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002604044,0.00024040574,0.00070657756,0.0002344345,0.00022598037,0.000073706266,0.0002529499,0.00008602615,0.00008069963],"category_scores_gemma":[0.00063929637,0.00019621856,0.00005729567,0.00015130368,0.0019564987,0.00018387602,0.00041270108,0.000443312,0.000008431828],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019044387,0.00011199181,0.8791715,0.00013645859,0.00019761191,0.000032990763,0.005261801,3.793628e-7,0.0020082374,0.000047234556,0.000049820745,0.11279157],"study_design_scores_gemma":[0.0016491924,0.0011502289,0.98238915,0.000107754524,0.00013263199,0.000034563738,0.004854741,0.006000414,0.0028548483,0.00019359232,0.00042080032,0.00021210841],"about_ca_topic_score_codex":0.0010321101,"about_ca_topic_score_gemma":0.00089423073,"teacher_disagreement_score":0.11257946,"about_ca_system_score_codex":0.000072713265,"about_ca_system_score_gemma":0.000017537428,"threshold_uncertainty_score":0.80015606},"labels":[],"label_agreement":null},{"id":"W2609566329","doi":"10.1093/sleepj/zsx050.592","title":"0593 DIFFERENCES IN PREDICTED THERAPEUTIC OUTCOME AND OPTIMAL PROTRUSION POSITION OF ORAL APPLIANCE DETERMINED DURING PSG WITH REMOTELY CONTROLLED MANDIBULAR POSITIONER BETWEEN CANADIAN AND CHINESE OSA PATIENTS","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Oral appliance; Obstructive sleep apnea; Anthropometry; Sleep apnea; Dentistry; Orthodontics; Physical therapy; Anesthesia; Internal medicine","score_opus":0.01656219382602205,"score_gpt":0.2850173298716773,"score_spread":0.2684551360456553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609566329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975121,0.000037089467,0.000052024425,0.00039146718,0.00002310008,0.0018370296,0.000049848386,0.000011564297,0.000085767606],"genre_scores_gemma":[0.9993782,0.0000047634703,0.00044264208,0.00001616102,0.000028433973,0.000048781276,0.000040711308,0.000017686589,0.000022605245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878126,0.00006121278,0.0002727621,0.00028508191,0.0003132755,0.00028640218],"domain_scores_gemma":[0.9992166,0.000025344509,0.0001570021,0.00026205415,0.0001275387,0.00021147155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011637157,0.00017358063,0.0004911643,0.00021395006,0.0002257496,0.000049500508,0.000101020036,0.00009202594,0.00001135835],"category_scores_gemma":[0.0000676988,0.00011945018,0.000027569591,0.00007969591,0.00022281843,0.00017649402,0.000058156747,0.00018104228,7.004604e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019146985,0.00005709272,0.9900632,0.00010864137,0.00008280931,0.0000363195,0.00015968656,8.2462714e-7,0.003380586,0.0000039167307,5.9215875e-8,0.0041921786],"study_design_scores_gemma":[0.016148733,0.0005667819,0.980188,0.00011982129,0.00009370403,0.000012954848,0.000021216796,0.002094435,0.00060863246,0.000029852796,3.9242235e-7,0.00011547997],"about_ca_topic_score_codex":0.0036309399,"about_ca_topic_score_gemma":0.0033829196,"teacher_disagreement_score":0.014234033,"about_ca_system_score_codex":0.000094720766,"about_ca_system_score_gemma":0.000024282164,"threshold_uncertainty_score":0.5488919},"labels":[],"label_agreement":null},{"id":"W2609657645","doi":"10.1093/sleepj/zsx050.470","title":"0471 INSPIRATORY FLOW LIMITATION IN A LARGE AMBULATORY COHORT OF SUSPECTED SLEEP APNOEA PATIENTS","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Ambulatory; Sleep study; Polysomnography; Cohort; Peak flow meter; Internal medicine; Physical therapy; Asthma; Cardiology; Apnea","score_opus":0.017042226391347223,"score_gpt":0.29245331494258,"score_spread":0.27541108855123275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609657645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99263775,0.000102651466,0.000100527854,0.00010550329,0.0002845919,0.0009758086,0.00004287093,0.00004345944,0.0057068095],"genre_scores_gemma":[0.9990652,0.000007279563,0.000435908,0.00008452353,0.000103613245,0.00005310415,0.00011284994,0.000043823195,0.00009368992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997777,0.0001054198,0.00045459374,0.00040995513,0.00077937753,0.0004736788],"domain_scores_gemma":[0.99801725,0.00005219367,0.00025998606,0.0009535703,0.0005309189,0.0001860558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047301513,0.00019582076,0.00042895915,0.00036464597,0.00016293087,0.00002946011,0.0002923254,0.00017023736,0.00020535858],"category_scores_gemma":[0.0009610819,0.00019322374,0.00010941147,0.00020681016,0.00021804102,0.00028620806,0.00018687561,0.00039477932,0.0001350382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021686693,0.0006670828,0.9855802,0.00010096213,0.00010156716,0.000038173,0.00039074154,0.000008904768,0.0026542605,0.00025705,0.000053301184,0.009930897],"study_design_scores_gemma":[0.00541544,0.0002822878,0.9851107,0.00005543181,0.000059949045,0.0000014744879,0.00009459943,0.0051721153,0.0032382377,0.00007205979,0.00033962762,0.00015810557],"about_ca_topic_score_codex":0.00007892136,"about_ca_topic_score_gemma":0.00019279607,"teacher_disagreement_score":0.009772791,"about_ca_system_score_codex":0.00023184354,"about_ca_system_score_gemma":0.00005319296,"threshold_uncertainty_score":0.7879435},"labels":[],"label_agreement":null},{"id":"W2609706945","doi":"10.1093/sleepj/zsx050.477","title":"0478 CLINICAL PRACTICE GUIDELINE FOR DIAGNOSTIC TESTING FOR ADULT OBSTRUCTIVE SLEEP APNEA; AN UPDATE FOR 2016: AN AMERICAN ACADEMY OF SLEEP MEDICINE CLINICAL PRACTICE GUIDELINE","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Polysomnogram; Medicine; Polysomnography; Guideline; Obstructive sleep apnea; Hypoventilation; Sleep medicine; Sleep apnea; Intensive care medicine; Sleep study; Physical therapy; Cardiorespiratory fitness; Apnea; Pediatrics; Internal medicine; Sleep disorder; Insomnia; Pathology; Psychiatry","score_opus":0.11502667009520623,"score_gpt":0.511125477286827,"score_spread":0.39609880719162077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609706945","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09535812,0.0013777508,0.6233253,0.23946299,0.0064684744,0.027259246,0.0024965035,0.0006654994,0.0035861554],"genre_scores_gemma":[0.16788524,0.00019123212,0.8005259,0.01752882,0.0111382445,0.0012292048,0.0010462884,0.0003703768,0.000084696985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98633265,0.00107512,0.006574607,0.0025256432,0.0016880258,0.0018039288],"domain_scores_gemma":[0.93489987,0.037323244,0.006837574,0.0026909409,0.016461322,0.0017870794],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01619737,0.0009688859,0.0028930777,0.000412851,0.0010534375,0.00014636085,0.0018867553,0.00078898034,0.00007926221],"category_scores_gemma":[0.574841,0.0008380402,0.00078672095,0.0005102654,0.003101326,0.002479721,0.0005576317,0.0017209828,0.00003229614],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017600462,0.0036638281,0.022772925,0.00042590065,0.0019389288,0.000063614396,0.00029997082,0.000088224806,0.00086810056,0.003535119,0.022248365,0.92649454],"study_design_scores_gemma":[0.048859037,0.043924984,0.030753251,0.00048756108,0.010193077,0.00044646233,0.0076921214,0.28322527,0.0014473526,0.005144304,0.56579685,0.0020297372],"about_ca_topic_score_codex":0.00045162256,"about_ca_topic_score_gemma":0.000064750406,"teacher_disagreement_score":0.9244648,"about_ca_system_score_codex":0.00022904649,"about_ca_system_score_gemma":0.00033165276,"threshold_uncertainty_score":0.9996117},"labels":[],"label_agreement":null},{"id":"W2609711955","doi":"10.1113/ep086051","title":"Impact of obstructive sleep apnoea and intermittent hypoxia on cardiovascular and cerebrovascular regulation","year":2017,"lang":"en","type":"review","venue":"Experimental Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Foothills Medical Centre; Hotchkiss Brain Institute; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates - Health Solutions; Government of Canada; Natural Sciences and Engineering Research Council of Canada; European Respiratory Society; Heart and Stroke Foundation of Canada","keywords":"Intermittent hypoxia; Medicine; Hypoxia (environmental); Disease; Cardiology; Internal medicine; Animal studies; Oxygen; Obstructive sleep apnea","score_opus":0.06528554530599562,"score_gpt":0.3942417104838285,"score_spread":0.3289561651778329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609711955","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15231709,0.8457381,0.000003427025,0.0000025213894,0.00017132118,0.0013307789,0.000036748745,0.000017668657,0.0003823038],"genre_scores_gemma":[0.3549,0.6443147,0.00011468784,0.000004354694,0.00026520065,0.00013280756,0.00015016482,0.000084681866,0.00003339838],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99759746,0.0003274786,0.00046996187,0.00087207754,0.0003681729,0.00036487606],"domain_scores_gemma":[0.9980771,0.00009798658,0.00035134412,0.001176673,0.00009632202,0.00020060457],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016791595,0.00055389345,0.0028874925,0.00030176857,0.00011925592,0.000020770642,0.00019679482,0.0003767949,0.00008685195],"category_scores_gemma":[0.000090451875,0.00040772432,0.001481637,0.00008661519,0.000829989,0.000097873875,0.0003885601,0.00046286077,0.000018065988],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021560234,0.00025461055,0.0000788062,0.0036863016,0.008951297,0.000017369512,0.0002039353,0.0000020161751,0.00855549,0.00014816238,0.000016878388,0.9778695],"study_design_scores_gemma":[0.013884997,0.014356238,0.79303515,0.015170721,0.008900246,0.0024486126,0.0006942141,0.0002376747,0.0064004664,0.00049312925,0.14134708,0.0030314708],"about_ca_topic_score_codex":0.000103194965,"about_ca_topic_score_gemma":2.651019e-7,"teacher_disagreement_score":0.9748381,"about_ca_system_score_codex":0.00040114266,"about_ca_system_score_gemma":0.000059353235,"threshold_uncertainty_score":0.99983746},"labels":[],"label_agreement":null},{"id":"W2609723698","doi":"10.1093/sleepj/zsx050.447","title":"0448 CLINICAL VALIDATION OF A DIAGNOSTIC PATCH FOR THE DETECTION OF SLEEP APNEA","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Michigan Institute for Clinical and Health Research; Reseau canadien de recherche respiratoire; Ontario Ministry of Health and Long-Term Care; National Heart, Lung, and Blood Institute; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Polysomnography; Receiver operating characteristic; Apnea; Likelihood ratios in diagnostic testing; Sleep apnea; Hypopnea; Anesthesia; Internal medicine","score_opus":0.05607382599827856,"score_gpt":0.38453978374666964,"score_spread":0.3284659577483911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609723698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95315045,0.00022272712,0.0431484,0.0009427277,0.0007294954,0.0013148892,0.000023441586,0.000016891636,0.00045100745],"genre_scores_gemma":[0.9990321,0.000042469157,0.00041423592,0.000020795196,0.0003320679,0.00009135662,0.000009429149,0.00002062633,0.00003694593],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986665,0.00008609429,0.00045597716,0.00021828126,0.00037202256,0.0002010709],"domain_scores_gemma":[0.9962641,0.0019979072,0.0003736622,0.00083547726,0.0004515473,0.00007731952],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0010351287,0.000097497395,0.00029872495,0.00006525246,0.00018912076,0.000016720689,0.000264227,0.0001112279,0.00005170735],"category_scores_gemma":[0.011747913,0.00006817639,0.00021585062,0.00007553483,0.00036683233,0.00011807814,0.000101170204,0.00019767467,0.000015737032],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072425726,0.0003309563,0.2524399,0.0002241513,0.00029108542,0.0000036522674,0.00019487177,0.000015087104,0.020601658,0.00019629617,0.000032708333,0.7249454],"study_design_scores_gemma":[0.004522789,0.0014137654,0.67613983,0.000054527292,0.0005441076,0.000009754851,0.00034812937,0.022256125,0.2927838,0.0007462884,0.0010550779,0.00012579598],"about_ca_topic_score_codex":0.00014262383,"about_ca_topic_score_gemma":0.00003838924,"teacher_disagreement_score":0.7248196,"about_ca_system_score_codex":0.000033425757,"about_ca_system_score_gemma":0.000020394264,"threshold_uncertainty_score":0.99657655},"labels":[],"label_agreement":null},{"id":"W2609831194","doi":"10.1093/sleepj/zsx050.1203","title":"1204 RESOURCE UTILIZATION OF POLYSOMNOGRAPHY AT THE ALBERTA CHILDREN’S HOSPITAL","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Polysomnography; Medicine; Sleep medicine; Gold standard (test); Obstructive sleep apnea; Pediatrics; Physical therapy; Sleep disorder; Apnea; Anesthesia; Psychiatry; Internal medicine; Insomnia","score_opus":0.01769033656959468,"score_gpt":0.29402798113338025,"score_spread":0.27633764456378557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609831194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745627,0.0003336421,0.000039039096,0.0027836969,0.0001271538,0.0005193339,0.000015000196,0.000015495038,0.021603948],"genre_scores_gemma":[0.998308,0.000015211305,0.000046999765,0.00006953527,0.00014191745,0.000013825372,0.000039969236,0.000023992123,0.0013405462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988031,0.000047596906,0.00017980229,0.0002449231,0.00046523588,0.000259337],"domain_scores_gemma":[0.9983911,0.000054789558,0.00017022899,0.0011722718,0.00010955011,0.00010205086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017910515,0.00011733598,0.0001813364,0.000092581504,0.00039906066,0.000032367723,0.00035885826,0.00007309277,0.00038627547],"category_scores_gemma":[0.00043021588,0.000079400874,0.0001496171,0.00011378523,0.0005448918,0.000088885085,0.0002866452,0.00016945643,0.000074433454],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014870254,0.00014774241,0.9533913,0.00002061044,0.00017763127,0.000004168583,0.0005154212,0.0000017001239,0.0016484401,0.0007300765,0.0006981228,0.042516045],"study_design_scores_gemma":[0.0012493707,0.00021606794,0.97847265,0.000021268417,0.000086296335,0.000014297576,0.000114843744,0.00016677158,0.016234742,0.00006132893,0.003274537,0.00008782979],"about_ca_topic_score_codex":0.00065395044,"about_ca_topic_score_gemma":0.00020742405,"teacher_disagreement_score":0.042428214,"about_ca_system_score_codex":0.000049756458,"about_ca_system_score_gemma":0.0000111591535,"threshold_uncertainty_score":0.42294455},"labels":[],"label_agreement":null},{"id":"W2609955532","doi":"10.1093/sleepj/zsx050.474","title":"0475 COMPARISON OF PERIPHERAL ARTERIAL TONOMETRY AND POLYSOMNOGRAPHY FOR THE DIAGNOSIS OF OSA IN PATIENTS WITH CHRONIC OBSTRUCTIVE PULMONARY DISEASE","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Polysomnography; COPD; Epworth Sleepiness Scale; Internal medicine; Pulmonary function testing; Cardiology; Physical therapy; Apnea","score_opus":0.017837039685319373,"score_gpt":0.30207275068028755,"score_spread":0.2842357109949682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609955532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99758947,0.0006513132,0.00006326104,0.00018377753,0.0001457695,0.0011368244,0.0001454378,0.000004555766,0.00007961111],"genre_scores_gemma":[0.99951756,0.000010226569,0.00019245478,0.0000060460034,0.00008589211,0.00014107795,0.000025097428,0.000017522327,0.0000041411013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989581,0.00003159193,0.00024393032,0.00023643994,0.00029834735,0.00023156434],"domain_scores_gemma":[0.99891853,0.00011022903,0.00021174057,0.0004973685,0.00014836396,0.00011374529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009082362,0.00013017558,0.00034372494,0.0001448439,0.00013261882,0.000019820847,0.00018591619,0.000043875218,0.000046262005],"category_scores_gemma":[0.00013746253,0.00008702492,0.00008585972,0.00011588348,0.00066398276,0.0001359108,0.000102209946,0.00012644385,2.9135754e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031774284,0.00044960284,0.9474174,0.00017414647,0.00012665526,0.0000021574676,0.00022463892,0.000005743012,0.00020960634,0.00007070368,0.0000034645518,0.048138473],"study_design_scores_gemma":[0.0039614015,0.00061828236,0.9927663,0.000058174097,0.00013206353,3.468634e-7,0.00023063247,0.00090934354,0.0011386371,0.000062990985,0.000037072026,0.00008473702],"about_ca_topic_score_codex":0.00010928913,"about_ca_topic_score_gemma":0.000049551913,"teacher_disagreement_score":0.048053738,"about_ca_system_score_codex":0.00007451525,"about_ca_system_score_gemma":0.000032418317,"threshold_uncertainty_score":0.35487732},"labels":[],"label_agreement":null},{"id":"W2610129466","doi":"10.1093/sleepj/zsx050.893","title":"0894 COMPARISON OF OVERNIGHT OXIMETRY DOWNLOAD WITH POLYSOMNOGRAPHY IN CHILDREN","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polysomnography; Gold standard (test); Pulse oximetry; Obstructive sleep apnea; Pediatrics; Internal medicine; Anesthesia; Apnea","score_opus":0.015164393838821294,"score_gpt":0.32180747837557844,"score_spread":0.30664308453675715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610129466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99087083,0.00034998392,0.00006969339,0.00028486233,0.000054791366,0.0004217577,0.000027566155,0.000019961144,0.00790053],"genre_scores_gemma":[0.9992803,0.000005246547,0.0005492903,0.00002891333,0.00005515963,0.000009144135,0.000023430248,0.000015018587,0.000033510925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985672,0.00003676828,0.00024183978,0.00027941956,0.00055553595,0.0003192185],"domain_scores_gemma":[0.9987011,0.000023132627,0.00018059624,0.0008685045,0.00009388321,0.0001327937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001602907,0.00014237578,0.00040846894,0.00032230405,0.000105068284,0.000027606015,0.000298636,0.00008561522,0.000188139],"category_scores_gemma":[0.00009585464,0.00010905054,0.00008756999,0.00022099732,0.00036043595,0.00012605025,0.000116394614,0.00034437736,0.000050575898],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034641777,0.00034798466,0.9779715,0.000029548517,0.00016815445,0.000013491634,0.00014166975,0.0000024671413,0.004045006,0.0001125366,0.00006558683,0.01675566],"study_design_scores_gemma":[0.0031622874,0.00038486926,0.9712927,0.000040511477,0.000059465783,0.000016138203,0.000100613164,0.00019233425,0.024525061,0.000024864146,0.00008962908,0.00011156081],"about_ca_topic_score_codex":0.00043385648,"about_ca_topic_score_gemma":0.00008506756,"teacher_disagreement_score":0.020480055,"about_ca_system_score_codex":0.000048573813,"about_ca_system_score_gemma":0.00001752403,"threshold_uncertainty_score":0.4446952},"labels":[],"label_agreement":null},{"id":"W2610344457","doi":"10.1186/s40463-017-0213-3","title":"Predictors of failure of DISE-directed adenotonsillectomy in children with sleep disordered breathing","year":2017,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta Hospital; University of Alberta","funders":"King Saud University","keywords":"Laryngomalacia; Medicine; Adenoidectomy; Tonsillectomy; Polysomnography; Obstructive sleep apnea; Family history; Multivariate analysis; Logistic regression; Sleep disordered breathing; Pediatrics; Internal medicine; Surgery; Apnea; Airway; Stridor","score_opus":0.012692120842825777,"score_gpt":0.26795949875200775,"score_spread":0.25526737790918197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610344457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979753,0.0008765679,0.00001246422,0.00060536107,0.00010135355,0.0003086428,0.000010889431,0.000009805733,0.000099644545],"genre_scores_gemma":[0.999249,0.0001587688,0.0004342831,0.000016006043,0.00009420658,0.000004345593,0.0000057920465,0.00002568858,0.000011925133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817497,0.00016548099,0.00073766074,0.00020262317,0.0003984907,0.00032078917],"domain_scores_gemma":[0.9978625,0.00037609317,0.0008722451,0.00035914805,0.00033520354,0.00019477464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059045054,0.00018265845,0.0011276142,0.0006535931,0.00010647676,0.0000148514155,0.00017931519,0.00018375959,0.000046639136],"category_scores_gemma":[0.00092014216,0.00013207477,0.00017268023,0.00020577542,0.00054224185,0.0003043466,0.0000844445,0.0006032333,4.9778805e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014464332,0.00031949917,0.9913337,0.00014662524,0.0006225637,0.00026157004,0.00026000116,0.0000020552227,0.004594739,0.000007462074,0.000055241413,0.0009500681],"study_design_scores_gemma":[0.0032827475,0.0006131284,0.9903551,0.0005352479,0.00014571192,0.0019750695,0.00004403789,0.0000732901,0.0028299913,0.000022657709,0.000020421432,0.00010264397],"about_ca_topic_score_codex":0.00016803906,"about_ca_topic_score_gemma":0.00008460534,"teacher_disagreement_score":0.0018363143,"about_ca_system_score_codex":0.00003837719,"about_ca_system_score_gemma":0.00017114377,"threshold_uncertainty_score":0.53858525},"labels":[],"label_agreement":null},{"id":"W2610725190","doi":"10.1164/rccm.201701-0199ed","title":"<i>AJRCCM</i> : 100-Y <scp>ear</scp> A <scp>nniversary</scp> . Sleep-Disordered Breathing: Still the New Kid on the Block","year":2017,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Sleep (system call); Sleep disordered breathing; Block (permutation group theory); Breathing; Anesthesia; Obstructive sleep apnea; Combinatorics","score_opus":0.028396574792552375,"score_gpt":0.3232106348282579,"score_spread":0.29481406003570554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610725190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9444915,0.0068370425,0.00021801585,0.035108194,0.0005384707,0.00050831144,0.000019357465,0.0000331667,0.012245936],"genre_scores_gemma":[0.98897594,0.00016601279,0.00013575856,0.008492079,0.0018490377,0.000007677107,0.0000016205917,0.00005779935,0.0003140602],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99577636,0.0005718137,0.00069329527,0.0004654043,0.0017033865,0.0007897492],"domain_scores_gemma":[0.990521,0.0055485093,0.00052103825,0.0011083104,0.0011160035,0.0011851373],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0014569594,0.00042857343,0.000983609,0.00025350403,0.00090994505,0.00014117276,0.00094552943,0.0001260615,0.00007263098],"category_scores_gemma":[0.024613887,0.00022583026,0.00027117136,0.000356923,0.005483297,0.00023732593,0.00024348337,0.0019362258,0.000021013808],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016603479,0.0010648606,0.12698063,0.0008911409,0.0023183208,0.010447645,0.056263115,0.000024268043,0.019094791,0.01566556,0.12823902,0.6373503],"study_design_scores_gemma":[0.011886704,0.03801338,0.11284254,0.0017051636,0.0022419244,0.0030226891,0.2434817,0.00016683077,0.0045931875,0.0014133273,0.5803566,0.0002759671],"about_ca_topic_score_codex":0.00014705362,"about_ca_topic_score_gemma":0.000013409756,"teacher_disagreement_score":0.63707435,"about_ca_system_score_codex":0.00013605038,"about_ca_system_score_gemma":0.00033137322,"threshold_uncertainty_score":0.9972232},"labels":[],"label_agreement":null},{"id":"W2610828400","doi":"10.1007/978-1-4939-6578-6_36","title":"Oral Appliances and Surgical Techniques for Treatment of Obstructive Sleep Apnea Syndrome","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Airway; Obstructive sleep apnea; Uvulopalatopharyngoplasty; Tongue; Epiglottis; Soft palate; Surgery; Continuous positive airway pressure; Soft tissue; Anesthesia; Breathing; Apnea; Larynx; Polysomnography","score_opus":0.04471478889193753,"score_gpt":0.33740045105811245,"score_spread":0.2926856621661749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610828400","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00531308,0.0025204713,0.00056479155,0.00034440556,0.00019130655,0.005989632,0.000522322,0.00016639526,0.9843876],"genre_scores_gemma":[0.17713076,0.0008414691,0.021122409,0.000014818969,0.00043082493,0.0006048292,0.00023673252,0.0002117623,0.7994064],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982534,0.000011269655,0.00037992053,0.0006201289,0.00041167927,0.00032357013],"domain_scores_gemma":[0.9983885,0.0001869242,0.0002698359,0.0006306303,0.00031417113,0.00020993389],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011820604,0.00044542752,0.0013235239,0.00023204926,0.00011049746,0.000027451035,0.00015571155,0.00046555212,0.00039790428],"category_scores_gemma":[0.00002717913,0.00032287068,0.0003045724,0.000012519186,0.0008660398,0.0000756969,0.0000930465,0.00014661888,0.00001330087],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016495169,0.00021069375,0.0011944086,0.00085625966,0.0020424225,0.00083369843,0.000111916976,3.3749895e-8,0.00028054658,0.09331408,0.00010250298,0.8994039],"study_design_scores_gemma":[0.016290704,0.023626355,0.004404039,0.00089926575,0.0030659758,0.0057933503,0.00024950513,0.00021569052,0.033641133,0.062297627,0.8474069,0.0021094077],"about_ca_topic_score_codex":0.00007917082,"about_ca_topic_score_gemma":0.00002730395,"teacher_disagreement_score":0.8972945,"about_ca_system_score_codex":0.00020721453,"about_ca_system_score_gemma":0.000047793117,"threshold_uncertainty_score":0.99992234},"labels":[],"label_agreement":null},{"id":"W2611482396","doi":"10.1111/resp.13063","title":"<scp>P4</scp> medicine approach to obstructive sleep apnoea","year":2017,"lang":"en","type":"review","venue":"Respirology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; University of Sydney; ResMed; Univerzita Karlova v Praze","keywords":"Medicine; Sleep medicine; Continuous positive airway pressure; Intensive care medicine; Personalized medicine; Disease; Precision medicine; Obstructive sleep apnea; Sleep (system call); Positive airway pressure; Cardiology; Internal medicine; Sleep disorder; Bioinformatics; Pathology","score_opus":0.1447316895729707,"score_gpt":0.42142874327431484,"score_spread":0.2766970537013441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611482396","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005570914,0.8515111,0.00039635945,0.00042431732,0.0011328033,0.0039498727,0.00007547757,0.00014841567,0.14230593],"genre_scores_gemma":[0.000054135595,0.9835359,0.0018500398,0.00048881664,0.0056408993,0.0011312744,0.0003862489,0.00036590247,0.006546813],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926093,0.00092084595,0.0014074951,0.0020984334,0.0012069873,0.0017568882],"domain_scores_gemma":[0.9925057,0.0015314948,0.0009042989,0.0033023811,0.0005311914,0.0012248862],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0013869888,0.0012160487,0.006354701,0.0017967582,0.00035083707,0.000050517898,0.0017238242,0.001738623,0.00018935496],"category_scores_gemma":[0.008563602,0.0008978888,0.00087984285,0.0007911322,0.0014705848,0.00011149591,0.0009993784,0.0026446276,0.0016900537],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056616263,0.00018575226,0.00007942587,0.010500435,0.0014209324,0.00037865218,0.00024443172,8.1412475e-7,0.000014859147,0.0017131753,0.004912483,0.9804924],"study_design_scores_gemma":[0.0014391612,0.0011751018,0.0006841398,0.0019513097,0.002029952,0.0015993364,0.00007162955,0.000020201738,0.0000043716677,0.00023757886,0.9905346,0.00025263143],"about_ca_topic_score_codex":0.00008684916,"about_ca_topic_score_gemma":0.0000059948575,"teacher_disagreement_score":0.9856221,"about_ca_system_score_codex":0.00068691425,"about_ca_system_score_gemma":0.0003790968,"threshold_uncertainty_score":0.9997877},"labels":[],"label_agreement":null},{"id":"W2611825236","doi":"10.1371/journal.pone.0176991","title":"Prediction of the severity of obstructive sleep apnea by anthropometric features via support vector machine","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Anthropometry; Obstructive sleep apnea; Waist; Body mass index; Medicine; Machine learning; Apnea; Sleep apnea; Support vector machine; Artificial intelligence; Circumference; Subgroup analysis; Physical therapy; Internal medicine; Computer science; Mathematics; Meta-analysis","score_opus":0.03557945960605655,"score_gpt":0.2782245483788463,"score_spread":0.24264508877278976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611825236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951016,0.00023293225,0.00013579075,0.0006701416,0.00018021987,0.0007688499,0.00071715284,0.000027224227,0.002166115],"genre_scores_gemma":[0.99871933,0.00002579667,0.0006373247,0.000014715405,0.00011173665,0.000018397028,0.000045091972,0.000028705474,0.00039886826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792314,0.00007887235,0.00031380547,0.00029385128,0.0011217408,0.0002685997],"domain_scores_gemma":[0.997859,0.000087552995,0.00038458695,0.0010602635,0.0004865958,0.000121978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022594634,0.00016284689,0.0004899496,0.00018452642,0.00022466168,0.000015336971,0.00042160353,0.0001355513,0.00041731138],"category_scores_gemma":[0.0012326296,0.00011787981,0.00012986631,0.00036454512,0.0008183224,0.00016459395,0.00025896524,0.00043853797,0.0000088352745],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040191173,0.0025549808,0.5792359,0.0004788469,0.001067943,0.000005835264,0.00021878011,2.5032372e-7,0.40555865,0.000041275434,0.00019507826,0.010240552],"study_design_scores_gemma":[0.0008841958,0.0003965587,0.57251376,0.000039130122,0.00022898524,0.000011088196,0.000037521633,0.00040552442,0.42536813,0.00005032427,0.000012732209,0.000052049905],"about_ca_topic_score_codex":0.00036162295,"about_ca_topic_score_gemma":0.000013560947,"teacher_disagreement_score":0.019809475,"about_ca_system_score_codex":0.00011922988,"about_ca_system_score_gemma":0.000035413264,"threshold_uncertainty_score":0.48069993},"labels":[],"label_agreement":null},{"id":"W2612986684","doi":"10.1002/lary.26631","title":"Is uvulopalatopharyngoplasty effective in obstructive sleep apnea?","year":2017,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Uvulopalatopharyngoplasty; Obstructive sleep apnea; Medicine; Sleep (system call); Sleep apnea syndromes; Sleep apnea; Anesthesia; Apnea; Polysomnography; Computer science","score_opus":0.06523947235330445,"score_gpt":0.39424080710620707,"score_spread":0.3290013347529026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612986684","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00068102166,0.9753431,0.000014501799,0.00028225983,0.00069573225,0.006925993,0.00017541264,0.000090777314,0.015791178],"genre_scores_gemma":[0.0011635878,0.99428475,0.0001228403,0.00018709773,0.0007803679,0.0013160359,0.00011225342,0.0002595773,0.0017734716],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947776,0.00089560356,0.000936696,0.0012700257,0.0009667743,0.0011532995],"domain_scores_gemma":[0.99516535,0.0010181825,0.00068135944,0.0025649779,0.00022648969,0.00034366685],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011414376,0.0010539795,0.0039531835,0.00066025386,0.00041986673,0.00015472849,0.0013924831,0.00073559216,0.0005883121],"category_scores_gemma":[0.0008348286,0.00065722887,0.0010472927,0.0008386051,0.00080706255,0.00026588945,0.00092678156,0.00315323,0.0021214767],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012380912,0.00012784495,0.000539101,0.008821444,0.00094864547,0.0004182417,0.00035763407,1.2634254e-7,0.0000035281225,0.0001205946,0.00021800246,0.988321],"study_design_scores_gemma":[0.0017162809,0.0002833665,0.0056613456,0.008133377,0.0015369517,0.0005855462,0.000049251477,0.000061683946,0.000044614797,0.00016039472,0.9811043,0.00066289754],"about_ca_topic_score_codex":0.00017307757,"about_ca_topic_score_gemma":0.000033501958,"teacher_disagreement_score":0.98765814,"about_ca_system_score_codex":0.0008029786,"about_ca_system_score_gemma":0.00031095903,"threshold_uncertainty_score":0.9995879},"labels":[],"label_agreement":null},{"id":"W2615305739","doi":"10.1164/rccm.201701-0048up","title":"Update in Sleep-disordered Breathing 2016","year":2017,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute; National Institute for Health and Care Research","keywords":"Medicine; Sleep disordered breathing; Sleep (system call); Breathing; Sleep and breathing; Sleep apnea syndromes; Polysomnography; Intensive care medicine; Anesthesia; Obstructive sleep apnea; Apnea","score_opus":0.06919154961684561,"score_gpt":0.4292254049958423,"score_spread":0.3600338553789967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615305739","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006144484,0.99664235,0.00006810994,0.00092551304,0.00033432452,0.00035188932,0.000017679376,0.000009978502,0.0010357026],"genre_scores_gemma":[0.012103262,0.9857973,0.00027400363,0.00051480095,0.0011959842,0.000014207661,0.000008226738,0.000075119475,0.00001712314],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960379,0.00065901136,0.0014022179,0.00043998897,0.0009106962,0.00055016566],"domain_scores_gemma":[0.9962401,0.00088932144,0.0007344979,0.000595019,0.00076681713,0.00077427743],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013619246,0.00047734377,0.0039956113,0.00097101997,0.00014262837,0.00003967018,0.000430758,0.00020969113,0.00014550894],"category_scores_gemma":[0.004553146,0.00031037,0.0003936881,0.00037569186,0.003117876,0.00018491455,0.00014392404,0.0020766514,0.000012166019],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013660989,0.000047107053,0.00049130403,0.007372512,0.00013047547,0.002990233,0.00024232062,2.1194252e-8,0.0000026204036,0.00013753948,0.000096025,0.98835325],"study_design_scores_gemma":[0.0018490951,0.005108982,0.00033823683,0.030017318,0.0016536571,0.0022470139,0.002625407,0.0000012392552,0.0000013761818,0.000058006935,0.9557932,0.0003064719],"about_ca_topic_score_codex":0.00003606353,"about_ca_topic_score_gemma":0.0000053812787,"teacher_disagreement_score":0.98804677,"about_ca_system_score_codex":0.00026159847,"about_ca_system_score_gemma":0.00052750367,"threshold_uncertainty_score":0.99993485},"labels":[],"label_agreement":null},{"id":"W2615674098","doi":"10.1590/s0021-75572011000600002","title":"Que dispositivo CPAP nasal neonatal devemos utilizar em lactentes com taquipneia transitória do recém-nascido?","year":2011,"lang":"pt","type":"article","venue":"Americanae (AECID Library)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Medicine","score_opus":0.024149388744076593,"score_gpt":0.25612661388601715,"score_spread":0.23197722514194055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615674098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9712108,0.005559133,0.0037505238,0.0027726379,0.0020243688,0.002627712,0.0009467356,0.0007181604,0.010389941],"genre_scores_gemma":[0.98545665,0.0005649003,0.0037621427,0.0018525609,0.0008527317,0.00014616176,0.00048805235,0.0005581885,0.0063185967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9907492,0.0010888266,0.0015115045,0.0021676423,0.0018467052,0.0026361558],"domain_scores_gemma":[0.9943328,0.00060005684,0.0005960867,0.0020783858,0.0003100272,0.0020826822],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00042362505,0.0014483803,0.001987986,0.0009190819,0.0005110382,0.00018522092,0.0018182634,0.0005730179,0.019770853],"category_scores_gemma":[0.00028875176,0.0014080734,0.0008236629,0.0029354703,0.002160014,0.0024770887,0.00079519977,0.0020407685,0.0017809517],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00465454,0.0014662968,0.77819437,0.00043652335,0.0025072633,0.0043838085,0.011992281,0.000002140042,0.0050128866,0.003070101,0.011208241,0.17707157],"study_design_scores_gemma":[0.006088838,0.00328396,0.9347799,0.00057363114,0.0007996187,0.00027861274,0.015015384,0.0009923739,0.02942073,0.00024082305,0.0064698257,0.002056309],"about_ca_topic_score_codex":0.01214607,"about_ca_topic_score_gemma":0.00019902752,"teacher_disagreement_score":0.17501526,"about_ca_system_score_codex":0.00032190804,"about_ca_system_score_gemma":0.0007559678,"threshold_uncertainty_score":0.9998266},"labels":[],"label_agreement":null},{"id":"W2617394876","doi":"10.1016/j.jpedsurg.2017.05.020","title":"Incidence of children at risk for obstructive sleep apnea undergoing common day surgery procedures","year":2017,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Otorhinolaryngology; Incidence (geometry); General anaesthesia; Sleep apnea; Sleep study; Surgery; Pediatrics; Pediatric surgery; Elective surgery; Risk factor; Apnea; Polysomnography; Anesthesia; Internal medicine","score_opus":0.02614437437681074,"score_gpt":0.30353182131244655,"score_spread":0.27738744693563583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617394876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955417,0.0019151053,0.00043758584,0.00027781248,0.0012160297,0.00043831792,0.000060012095,0.000014689159,0.000098726116],"genre_scores_gemma":[0.99374956,0.0012349656,0.00074385473,0.000023878429,0.004129648,0.000011514738,0.000010203463,0.000056624987,0.00003974961],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99645716,0.00022720131,0.0013430576,0.0003130322,0.00110868,0.00055087585],"domain_scores_gemma":[0.98496723,0.009148954,0.003785152,0.0006403888,0.0011031899,0.00035505474],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0033617495,0.0002770555,0.0012732107,0.00095037255,0.00048926676,0.00006377337,0.00040670077,0.00018862888,0.000059171103],"category_scores_gemma":[0.024445988,0.00023078959,0.00089680083,0.00030086376,0.0002787785,0.0005807092,0.00023202116,0.00055986596,0.0000068769145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010238531,0.0001599997,0.97792447,0.00038169793,0.0004518873,0.00009669065,0.00013516945,0.00001901848,0.00032489412,0.000007618043,0.003521555,0.015953174],"study_design_scores_gemma":[0.0010636405,0.00016165475,0.99291736,0.000105996,0.0006888132,0.0003534942,0.00010553894,0.00008221884,0.0038679284,0.0004144331,0.000024852949,0.00021408084],"about_ca_topic_score_codex":0.000068580135,"about_ca_topic_score_gemma":0.000044040447,"teacher_disagreement_score":0.021084238,"about_ca_system_score_codex":0.000309504,"about_ca_system_score_gemma":0.00070957013,"threshold_uncertainty_score":0.9837715},"labels":[],"label_agreement":null},{"id":"W2617898774","doi":"10.1007/s11695-017-2737-z","title":"Bariatric Surgery-Induced Resolution of Hypertension and Obstructive Sleep Apnea: Impact of Modulation of Body Fat, Ectopic Fat, Autonomic Nervous Activity, Inflammatory and Adipokine Profiles","year":2017,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Université Laval; Université du Québec à Montréal; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Fondation Institut Universitaire de Cardiologie et de Pneumologie de Québec","keywords":"Medicine; Adipokine; Obstructive sleep apnea; Internal medicine; Cardiology; Bioelectrical impedance analysis; Adipose tissue; Autonomic nervous system; Blood pressure; Polysomnography; Sleep apnea; Gastroenterology; Heart rate; Apnea; Obesity; Leptin; Body mass index","score_opus":0.03543136246956297,"score_gpt":0.27973340357816867,"score_spread":0.2443020411086057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617898774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99875313,0.00020163805,0.00008520074,0.00006685864,0.00018950514,0.0005859074,0.000036802605,0.000024334933,0.000056601442],"genre_scores_gemma":[0.9996283,0.00006327055,0.00011739528,0.0000017746527,0.00011560487,0.000009843403,0.000023102142,0.000030747044,0.000009927585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795234,0.00022516315,0.0006043751,0.00043602378,0.00043926504,0.00034283855],"domain_scores_gemma":[0.9968481,0.00083652424,0.000939044,0.0007188831,0.00047791368,0.00017954478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007562416,0.00026295346,0.0011382321,0.0006907486,0.00018803251,0.000023471834,0.00010295845,0.00024575743,0.000019229843],"category_scores_gemma":[0.0014567976,0.00023717176,0.00028625995,0.00019326714,0.00040239515,0.00047811624,0.00023488548,0.0002537022,0.0000010526134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047374095,0.00013994852,0.63637084,0.00034375105,0.00020127985,0.000015542852,0.000062616775,0.000014400116,0.33878282,0.000023918947,0.000010778478,0.023560388],"study_design_scores_gemma":[0.00068653375,0.0001386001,0.89293337,0.00011769534,0.00014345931,0.000041870615,0.000025229465,0.010802362,0.09485259,0.00010298345,8.258496e-7,0.0001544621],"about_ca_topic_score_codex":0.001764612,"about_ca_topic_score_gemma":0.000021973605,"teacher_disagreement_score":0.2565626,"about_ca_system_score_codex":0.00018403614,"about_ca_system_score_gemma":0.00015564286,"threshold_uncertainty_score":0.9671583},"labels":[],"label_agreement":null},{"id":"W2618399899","doi":"10.1111/resp.13079","title":"A resource of potential drug targets and strategic decision‐making for obstructive sleep apnoea pharmacotherapy","year":2017,"lang":"en","type":"review","venue":"Respirology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; National Institutes of Health; National Heart, Lung, and Blood Institute; National Sanitarium Association","keywords":"Pharmacotherapy; Medicine; Intensive care medicine; Druggability; Psychiatry","score_opus":0.08770271899823467,"score_gpt":0.4388108530567267,"score_spread":0.351108134058492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618399899","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015305466,0.9930053,0.0006556398,0.000100121586,0.00037713803,0.0030706879,0.00020181453,0.000034296954,0.0010244516],"genre_scores_gemma":[0.0056870473,0.98921055,0.003451995,0.00007066836,0.00080825575,0.0003284564,0.000073806026,0.00018028302,0.00018895062],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99637264,0.00042596945,0.0009737071,0.0009962283,0.000488376,0.0007430531],"domain_scores_gemma":[0.99539155,0.0021012328,0.0010171606,0.00093687006,0.00031346004,0.00023974365],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00086079986,0.0005836075,0.0031048777,0.0007256117,0.00024156607,0.000042713258,0.0005818853,0.00062925444,0.00017610735],"category_scores_gemma":[0.0008446159,0.00046707108,0.00072417315,0.0001729658,0.0007700761,0.00007141298,0.00026795358,0.0008754492,0.00001259903],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014082898,0.00008524412,0.000018452263,0.007265733,0.0010721931,0.00013965047,0.00009564635,0.0000019108165,0.000119284916,0.0005888914,0.00006811886,0.9891366],"study_design_scores_gemma":[0.0041363547,0.00082020584,0.000074917385,0.0031451564,0.0020169266,0.0006078226,0.00009495815,0.00037586768,0.000040494484,0.004347951,0.98386514,0.00047422986],"about_ca_topic_score_codex":0.000009597933,"about_ca_topic_score_gemma":0.000005032853,"teacher_disagreement_score":0.98866236,"about_ca_system_score_codex":0.00014886215,"about_ca_system_score_gemma":0.00024228942,"threshold_uncertainty_score":0.9997781},"labels":[],"label_agreement":null},{"id":"W2619038483","doi":"10.1016/j.sleep.2017.03.032","title":"Predicting the presence of sleep-disordered breathing in children with Down syndrome","year":2017,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Odds ratio; Polysomnography; Population; Pediatrics; Sleep apnea; Obstructive sleep apnea; Down syndrome; Univariate analysis; Internal medicine; Multivariate analysis; Physical therapy; Apnea; Psychiatry","score_opus":0.015308884955922038,"score_gpt":0.2902456628527349,"score_spread":0.27493677789681287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619038483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98791945,0.0006509064,0.00018541745,0.005228111,0.00015040254,0.0013840244,0.000010188177,0.000044264998,0.004427262],"genre_scores_gemma":[0.9991116,0.00004001151,0.00029447116,0.000081789134,0.00021030154,0.00005594204,0.000017762668,0.000042402226,0.00014572624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719256,0.000116760915,0.0004948364,0.00048129194,0.0011547434,0.0005598096],"domain_scores_gemma":[0.99741614,0.0002504049,0.00036289598,0.0015478934,0.00022592949,0.00019672205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011232565,0.00026042727,0.0006292585,0.0002536719,0.00034894305,0.000027786551,0.00077661686,0.00010731054,0.00020891399],"category_scores_gemma":[0.0019363789,0.00014602601,0.00006276727,0.00031972793,0.0013983997,0.00025044638,0.0002896747,0.00074397546,0.000010163248],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025414064,0.0001225533,0.9797098,0.000102932034,0.000269952,0.00014945517,0.0014617482,0.000028616632,0.0013232038,0.00014162791,0.000023813502,0.016412172],"study_design_scores_gemma":[0.00587241,0.00093575503,0.9864235,0.00069665373,0.00018519396,0.001075274,0.001019736,0.0029192914,0.00059395476,0.00011777953,0.000024981453,0.00013545231],"about_ca_topic_score_codex":0.0027254452,"about_ca_topic_score_gemma":0.00018899687,"teacher_disagreement_score":0.016276719,"about_ca_system_score_codex":0.00008553431,"about_ca_system_score_gemma":0.000048705715,"threshold_uncertainty_score":0.5954768},"labels":[],"label_agreement":null},{"id":"W2619925339","doi":"10.1016/j.bpa.2017.05.004","title":"Opioids, respiratory depression, and sleep-disordered breathing","year":2017,"lang":"en","type":"review","venue":"Best practice & research. Clinical anaesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Western University; St. Michael's Hospital; University Health Network; University of Toronto; St Joseph's Health Care; Victoria Hospital; London Health Sciences Centre","funders":"University Health Network Foundation; Medtronic; ResMed Foundation","keywords":"Medicine; Depression (economics); Opioid; Respiratory system; Anesthesia; Respiratory monitoring; Perioperative; Intensive care medicine; Internal medicine","score_opus":0.38649037117895285,"score_gpt":0.575352100525013,"score_spread":0.1888617293460601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619925339","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006287907,0.98711866,0.000013145866,0.0016323037,0.00041689893,0.0033203894,0.000035503665,0.00010236332,0.006731927],"genre_scores_gemma":[0.000138831,0.99472445,0.0015746761,0.00043472354,0.0014855635,0.0004912953,0.00008537643,0.00025446227,0.00081061985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9763555,0.014344326,0.0027352024,0.0027965414,0.0018049803,0.001963441],"domain_scores_gemma":[0.96827483,0.02260987,0.0016271152,0.0038818063,0.0019446359,0.0016617309],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.021772679,0.00092231575,0.005043518,0.0011537813,0.0013804244,0.00034006164,0.0017985328,0.0028591265,0.00022884134],"category_scores_gemma":[0.11080187,0.00068709464,0.0009892137,0.00062091474,0.004735631,0.0007020624,0.0027185031,0.010807499,0.0015279488],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063277595,0.0013069939,0.0017230154,0.005002306,0.0007899758,0.0033059241,0.00004421311,2.8714233e-8,9.88337e-7,0.00030209497,0.0010601754,0.9858315],"study_design_scores_gemma":[0.001698656,0.0059524034,0.0007238465,0.0054825973,0.0016358593,0.0011345064,0.00022686867,0.000015003913,5.224018e-7,0.00026974542,0.9822976,0.0005624049],"about_ca_topic_score_codex":0.0005088807,"about_ca_topic_score_gemma":0.000046153935,"teacher_disagreement_score":0.9852691,"about_ca_system_score_codex":0.00031442704,"about_ca_system_score_gemma":0.0020438486,"threshold_uncertainty_score":0.99991965},"labels":[],"label_agreement":null},{"id":"W2620445957","doi":"10.1186/s12871-017-0361-z","title":"Development and validation of a Score for Preoperative Prediction of Obstructive Sleep Apnea (SPOSA) and its perioperative outcomes","year":2017,"lang":"en","type":"article","venue":"BMC Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"Massachusetts General Hospital","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Perioperative; Logistic regression; Internal medicine; Medical record; Sleep apnea; Anesthesiology; Population; Apnea; Surgery; Anesthesia","score_opus":0.06429609214269513,"score_gpt":0.32710551295657964,"score_spread":0.2628094208138845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620445957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976941,0.00015588629,0.00060131715,0.00008852723,0.000049887094,0.0012628179,0.000034130393,0.000010085632,0.000103288105],"genre_scores_gemma":[0.9878179,0.000005315075,0.011863631,0.000012843001,0.000027365762,0.00014476795,0.00003016044,0.000014817482,0.00008322433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893713,0.000090007765,0.0003236762,0.00032110076,0.00015010838,0.00017800082],"domain_scores_gemma":[0.998752,0.00022204434,0.00024717377,0.00022437648,0.00047668593,0.000077733835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000256799,0.00015483331,0.00049692515,0.000116144285,0.0002231403,0.000013110501,0.00009115617,0.0001348903,0.0000123120035],"category_scores_gemma":[0.0008998128,0.00011904495,0.000042364238,0.00003445033,0.0004506963,0.00016780593,0.00008281919,0.000088684974,8.71489e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000743035,0.000065029555,0.9727776,0.00029283218,0.00013937308,0.0000028566978,0.0037147154,0.00000377972,0.014029933,0.0023024871,6.8675695e-7,0.0059276805],"study_design_scores_gemma":[0.0018279522,0.0007474022,0.8399236,0.00003327602,0.00006279006,0.000042149833,0.0010310565,0.0009571578,0.15520364,0.000066919005,0.000032619668,0.000071412185],"about_ca_topic_score_codex":0.000009313291,"about_ca_topic_score_gemma":0.00000994794,"teacher_disagreement_score":0.1411737,"about_ca_system_score_codex":0.000038577047,"about_ca_system_score_gemma":0.00008743864,"threshold_uncertainty_score":0.4854512},"labels":[],"label_agreement":null},{"id":"W2620488255","doi":"10.1093/sleep/zsx096","title":"Self-Efficacy and Short-Term Adherence to Continuous Positive Airway Pressure Treatment in Children","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Continuous positive airway pressure; Medicine; Obstructive sleep apnea; Self-efficacy; Sleep apnea; Physical therapy; Pediatrics; Anesthesia; Psychology","score_opus":0.017302742075625002,"score_gpt":0.3177005281024709,"score_spread":0.3003977860268459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620488255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99286425,0.00035340394,0.000018416793,0.000425422,0.00006790168,0.0020622828,0.000041201016,0.000043646254,0.0041234763],"genre_scores_gemma":[0.99866766,0.000031916097,0.0005002018,0.000034971014,0.00012537844,0.000089015346,0.000017229266,0.000024338877,0.0005093185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986765,0.000050152095,0.0001679539,0.00046076512,0.00026217804,0.00038248108],"domain_scores_gemma":[0.998927,0.000037493934,0.000045811266,0.00062349753,0.00008852854,0.000277664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107527245,0.00019210017,0.0003414517,0.00011364412,0.00016118708,0.00008490909,0.00019269595,0.000086656844,0.00007657165],"category_scores_gemma":[0.000115589646,0.00015794486,0.000046699446,0.000061590436,0.000113324684,0.00011607936,0.00017705336,0.000173503,0.00006265044],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002518014,0.0006079115,0.81578267,0.000017413711,0.0002660318,0.00010042324,0.0009549547,0.0000010864536,0.001781639,0.000057486406,0.000014334603,0.18016423],"study_design_scores_gemma":[0.00338129,0.0018500263,0.98783195,0.000053541455,0.00014415653,0.000055794506,0.000045558,0.00013378669,0.0061215567,0.000008101623,0.00022540966,0.00014884518],"about_ca_topic_score_codex":0.00030517942,"about_ca_topic_score_gemma":0.00009751451,"teacher_disagreement_score":0.18001539,"about_ca_system_score_codex":0.00012056437,"about_ca_system_score_gemma":0.000026560512,"threshold_uncertainty_score":0.64408046},"labels":[],"label_agreement":null},{"id":"W2621197494","doi":"10.1183/13993003.01361-2016","title":"Obstructive sleep apnoea is not a risk factor for incident hospitalised depression: a historical cohort study","year":2017,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Women's College Hospital; University Health Network; University of Toronto; Sunnybrook Hospital; Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Canadian Lung Association; ResMed; British Columbia Lung Association; Institute for Clinical Evaluative Sciences; AstraZeneca Canada; Reseau canadien de recherche respiratoire; Canadian Thoracic Society; Cancer Care Ontario; GlaxoSmithKline; AstraZeneca","keywords":"Depression (economics); Medicine; Hazard ratio; Confounding; Incidence (geometry); Cohort; Cohort study; Proportional hazards model; Risk factor; Pediatrics; Internal medicine; Psychiatry; Confidence interval","score_opus":0.049656398488565026,"score_gpt":0.3327823313435385,"score_spread":0.2831259328549735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621197494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99167746,0.00034217897,0.0010768325,0.0002435927,0.001407936,0.0021447092,0.00009984851,0.000065240325,0.002942206],"genre_scores_gemma":[0.9961432,0.000013855623,0.00073518185,0.00034424255,0.00209415,0.00005013282,0.0000012533357,0.00015063855,0.00046729797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99510497,0.0009167096,0.00087234256,0.00082393223,0.0015774511,0.00070458354],"domain_scores_gemma":[0.99516386,0.00017629899,0.0011441817,0.0015697674,0.001024796,0.0009211112],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022556977,0.0004267701,0.00071913534,0.00032863198,0.0020298357,0.000461145,0.0009991592,0.00010271773,0.0005196687],"category_scores_gemma":[0.0036049744,0.000342676,0.0004581136,0.000106426465,0.00022606835,0.00047719962,0.000489891,0.0014949804,0.00015282724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013019609,0.00046361887,0.9150894,0.00001954729,0.00062019716,0.0014709451,0.0012881766,0.000001524358,0.0020136666,0.0000036523882,0.0012003479,0.07652691],"study_design_scores_gemma":[0.007639109,0.0019227827,0.97274804,0.00005227149,0.00033109987,0.00017728991,0.00035297,0.000054548804,0.0014556271,0.00001711745,0.0149015635,0.0003475637],"about_ca_topic_score_codex":0.000025916965,"about_ca_topic_score_gemma":0.000006498607,"teacher_disagreement_score":0.07617935,"about_ca_system_score_codex":0.0014224736,"about_ca_system_score_gemma":0.00013298291,"threshold_uncertainty_score":0.99990255},"labels":[],"label_agreement":null},{"id":"W2621934355","doi":"10.1016/j.wjorl.2017.05.012","title":"Publication trends in obstructive sleep apnea: Evidence of need for more evidence","year":2017,"lang":"en","type":"article","venue":"World Journal of Otorhinolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Asthma; MEDLINE; Coronary artery disease; Randomized controlled trial; Sleep apnea; Meta-analysis; Pediatrics; Internal medicine","score_opus":0.07399052173930777,"score_gpt":0.3677237349792162,"score_spread":0.2937332132399084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621934355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840666,0.005566469,0.00006125702,0.0092632435,0.00057114224,0.0002970446,0.000006606194,0.000008296217,0.00015934109],"genre_scores_gemma":[0.9981008,0.0002715712,0.0008553279,0.00015075684,0.0003553963,0.000023264662,0.000003938936,0.00002402241,0.00021491127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975813,0.00017232899,0.0010340374,0.0003268364,0.0004460582,0.00043944246],"domain_scores_gemma":[0.99481153,0.002091306,0.0012448917,0.00056445436,0.0010309623,0.0002568235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019012179,0.0002118514,0.0010220651,0.0017807096,0.00018955985,0.000055688863,0.00034624917,0.00015681873,0.00006889639],"category_scores_gemma":[0.0057358304,0.00018019146,0.0003051649,0.00044955921,0.0006504075,0.0013583382,0.00012446546,0.00060141034,0.0000015408618],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027817485,0.00014266913,0.9358063,0.00025524816,0.0001521032,0.00011208993,0.0002636289,0.0000010896125,0.009760328,0.00016544969,0.00057377474,0.049985576],"study_design_scores_gemma":[0.0013637996,0.0004222223,0.9927666,0.0011160069,0.00009846898,0.00041666138,0.00006764486,0.0002425792,0.002853552,0.00015708916,0.00036122894,0.00013415325],"about_ca_topic_score_codex":0.00008973565,"about_ca_topic_score_gemma":0.000084963154,"teacher_disagreement_score":0.0569603,"about_ca_system_score_codex":0.00014543167,"about_ca_system_score_gemma":0.00015312314,"threshold_uncertainty_score":0.73479944},"labels":[],"label_agreement":null},{"id":"W2623319114","doi":"10.1016/j.oooo.2017.03.026","title":"CORRELATION AND RELIABILITY OF CBCT-DERIVED AUTO-SEGMENTATION ASSESSMENTS OF ADENOID HYPERTROPHY","year":2017,"lang":"en","type":"article","venue":"Oral Surgery Oral Medicine Oral Pathology and Oral Radiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Adenoid hypertrophy; Medicine; Correlation; Adenoid; Reliability (semiconductor); Airway; Segmentation; Muscle hypertrophy; Orthodontics; Dentistry; Computer science; Artificial intelligence; Pathology; Mathematics; Internal medicine; Surgery; Tonsillectomy","score_opus":0.04288882270993676,"score_gpt":0.3540992234639194,"score_spread":0.31121040075398265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623319114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942196,0.00060288754,0.0012163215,0.0023743059,0.00075222366,0.00057081983,0.000027278758,0.000032342767,0.00020421567],"genre_scores_gemma":[0.9956398,0.00034532844,0.003424447,0.000198503,0.00010557061,0.00002346204,0.00012982305,0.00002842538,0.00010461616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968342,0.00078116596,0.00088916376,0.0006498987,0.0003508511,0.0004946963],"domain_scores_gemma":[0.9974598,0.0005977789,0.00069329207,0.00061866344,0.00036366636,0.0002667689],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018216349,0.0003303393,0.0016761238,0.00029674012,0.0002555143,0.000010235222,0.00016645135,0.00043945824,0.00023109787],"category_scores_gemma":[0.0023449645,0.00025278548,0.00011963786,0.00016921175,0.0038831977,0.0003343841,0.00019202296,0.0004953065,0.0000051628217],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018537282,0.00014575396,0.82868475,0.00020358757,0.00008352418,0.00024038926,0.0001543178,0.0000036789638,0.10754528,0.00015395136,0.00028572016,0.060645327],"study_design_scores_gemma":[0.0033721738,0.0026223036,0.98674065,0.00009530905,0.00027982058,0.0007358772,0.00022896456,0.0010538114,0.0035016018,0.0009901704,0.00017549237,0.00020380062],"about_ca_topic_score_codex":0.00046400624,"about_ca_topic_score_gemma":0.00003176969,"teacher_disagreement_score":0.15805593,"about_ca_system_score_codex":0.00007444691,"about_ca_system_score_gemma":0.00008576,"threshold_uncertainty_score":0.99999243},"labels":[],"label_agreement":null},{"id":"W2625085776","doi":"10.1183/13993003.01705-2016","title":"Cardiometabolic correlates of sleep disordered breathing in Andean highlanders","year":2017,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; Fogarty International Center; National Heart, Lung, and Blood Institute; National Institute of Mental Health; Medical Research Council; National Institutes of Health; Grand Challenges Canada; Johns Hopkins University; Inter-American Institute for Global Change Research; ResMed; ResMed Foundation","keywords":"Medicine; Interquartile range; Internal medicine; Blood pressure; Body mass index; Cardiology; Insulin resistance; Hypoxemia; Endocrinology; Obesity","score_opus":0.03689086684051261,"score_gpt":0.313386561581074,"score_spread":0.27649569474056135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625085776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703902,0.0012353307,0.00017233726,0.00017630946,0.000345062,0.0001691977,0.000003696941,0.000017567703,0.027490297],"genre_scores_gemma":[0.999208,0.00006030182,0.00014949274,0.00006578513,0.000364429,9.72582e-7,0.0000010336321,0.00005283399,0.00009715141],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782956,0.00049198413,0.0005090395,0.00023938809,0.000551382,0.00037863076],"domain_scores_gemma":[0.9984393,0.000053777512,0.00038372196,0.0006523343,0.0002016081,0.0002692338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018701511,0.00017004788,0.00043829798,0.0005081173,0.00035274052,0.00013223835,0.00044500397,0.00004990442,0.000112782436],"category_scores_gemma":[0.0008298322,0.00014096707,0.00017665733,0.00014681685,0.00029146965,0.0002756013,0.00018975981,0.00085025653,0.000052036947],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024741684,0.00009750538,0.9042268,0.000044068347,0.0001600699,0.0018622698,0.0005622115,0.000037311896,0.008783677,0.00008011929,0.000075491036,0.08382308],"study_design_scores_gemma":[0.004391218,0.00024877232,0.9905181,0.00013360013,0.00005277616,0.00036626766,0.00039467157,0.000118384545,0.0007379673,0.00004085454,0.0028608437,0.0001365392],"about_ca_topic_score_codex":0.000016103417,"about_ca_topic_score_gemma":0.0000073209726,"teacher_disagreement_score":0.08629132,"about_ca_system_score_codex":0.00008362337,"about_ca_system_score_gemma":0.000059506376,"threshold_uncertainty_score":0.57484704},"labels":[],"label_agreement":null},{"id":"W2625477129","doi":"10.3390/e19060282","title":"Correntropy-Based Pulse Rate Variability Analysis in Children with Sleep Disordered Breathing","year":2017,"lang":"en","type":"article","venue":"Entropy","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"BC Children's Hospital","keywords":"Photoplethysmogram; Heart rate variability; Polysomnography; Spectral density; Surrogate data; Pulse (music); Spectral analysis; Frequency analysis; Sleep apnea; Detrended fluctuation analysis; Cardiology; Medicine; Apnea; Statistics; Mathematics; Heart rate; Internal medicine; Nonlinear system; Physics; Computer science; Optics; Telecommunications; Blood pressure","score_opus":0.010491062063108708,"score_gpt":0.2843048666963058,"score_spread":0.27381380463319704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625477129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825245,0.000027789265,0.014783179,0.0012218014,0.00006477435,0.00077543897,0.00003203138,0.00005143336,0.0005190441],"genre_scores_gemma":[0.99750453,0.0000032440164,0.00208414,0.000059350812,0.00009270864,0.000044716046,0.00011625994,0.000030563864,0.0000644666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778897,0.00026683646,0.0002946559,0.0006134847,0.00049002666,0.000546012],"domain_scores_gemma":[0.9978426,0.000118861266,0.00018749216,0.0014639631,0.00015357896,0.0002335091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071580254,0.0002382611,0.00056341337,0.00035165012,0.00028208655,0.0001433226,0.000358717,0.00009162829,0.00061426824],"category_scores_gemma":[0.0008447722,0.00018440069,0.00018171262,0.00047585127,0.00029634655,0.00018734981,0.00010920348,0.00046043337,0.00004433558],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071913836,0.0003869107,0.9902687,0.000019012024,0.00087414024,0.000060963317,0.00007624541,0.0004060626,0.0015691903,0.00029283925,0.0000048823495,0.0053219376],"study_design_scores_gemma":[0.005493562,0.00016856309,0.94461554,0.000018697261,0.00068412966,0.000008913983,0.000025363344,0.047433697,0.0012501644,0.00010940824,0.000015285847,0.00017668025],"about_ca_topic_score_codex":0.0009875566,"about_ca_topic_score_gemma":0.00015048533,"teacher_disagreement_score":0.047027633,"about_ca_system_score_codex":0.0002488468,"about_ca_system_score_gemma":0.000073018055,"threshold_uncertainty_score":0.7519642},"labels":[],"label_agreement":null},{"id":"W2625495471","doi":"10.1016/j.chest.2017.06.005","title":"Oral Appliances for the Management of OSA","year":2017,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Oral appliance; Scope (computer science); Intensive care medicine; Disease; Treatment modality; Modality (human–computer interaction); Obstructive sleep apnea; Surgery; Pathology; Internal medicine","score_opus":0.29696147546669327,"score_gpt":0.49068112695043486,"score_spread":0.1937196514837416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625495471","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012635697,0.99408627,0.0010911953,0.0001707633,0.00045025087,0.0013555828,0.000017942513,0.0000046457913,0.0028220864],"genre_scores_gemma":[0.000016837563,0.99392945,0.0035237782,0.0000060823013,0.00077428465,0.0001161579,0.000008143834,0.000037056267,0.001588226],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859536,0.000040332645,0.00045152375,0.0001735052,0.00045036426,0.0002889259],"domain_scores_gemma":[0.9984002,0.00015290303,0.000618618,0.00052958383,0.00017530943,0.00012336591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094642956,0.00020530228,0.0010697964,0.00010096277,0.0002524124,0.00007246391,0.0006432586,0.00011421593,0.00011903714],"category_scores_gemma":[0.000066155655,0.00010471821,0.0006579602,0.000080934406,0.00023193235,0.0000466358,0.00012210204,0.0006565254,0.000032389038],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023101791,0.00003315326,0.000010255942,0.040407363,0.0014732538,0.00005984279,0.000010181433,3.7569755e-8,2.599232e-7,0.00017719863,0.00047330037,0.9573321],"study_design_scores_gemma":[0.0005958739,0.00008543833,0.000108149114,0.008879734,0.0025253263,0.00046414798,0.000066249595,0.000003905215,0.0000043799128,0.000085906184,0.9870926,0.00008828423],"about_ca_topic_score_codex":0.000001120393,"about_ca_topic_score_gemma":4.3325198e-7,"teacher_disagreement_score":0.9866193,"about_ca_system_score_codex":0.00012995521,"about_ca_system_score_gemma":0.00012263718,"threshold_uncertainty_score":0.42702845},"labels":[],"label_agreement":null},{"id":"W2626120132","doi":"10.1177/0271678x17714655","title":"An endothelial link between the benefits of physical exercise in dementia","year":2017,"lang":"en","type":"review","venue":"Journal of Cerebral Blood Flow & Metabolism","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Dementia; Disease; Medicine; Cognition; Neurogenesis; Bioinformatics; Physical exercise; Cognitive decline; Neuroscience; Psychology; Internal medicine; Biology","score_opus":0.06027266655310053,"score_gpt":0.3700656842406268,"score_spread":0.30979301768752626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626120132","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01513124,0.9826323,0.00000958473,0.00014649049,0.00057733356,0.0011007327,0.00024050726,0.000008334533,0.00015350786],"genre_scores_gemma":[0.011331206,0.97753537,0.0011821459,0.000008394378,0.009718652,0.00002387462,0.000033421613,0.0001291469,0.0000377801],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947433,0.0005998747,0.0019105962,0.0004161065,0.0016902898,0.0006398496],"domain_scores_gemma":[0.99505657,0.00032714117,0.0023027845,0.0012403522,0.00062821445,0.00044494707],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0017366651,0.00062163215,0.0053699478,0.00080920465,0.00012561145,0.00009968959,0.0016569786,0.0004135529,0.0000971016],"category_scores_gemma":[0.00045913254,0.0003598335,0.0018550353,0.0003971909,0.0003305562,0.00042788955,0.00024690782,0.002550093,0.00002270085],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008816431,0.00038498326,0.0005453001,0.003003572,0.0021150194,0.00007411438,0.00019470838,0.000003567249,0.00004327361,0.00012656898,0.000013047107,0.99340767],"study_design_scores_gemma":[0.016273176,0.0018070866,0.036250386,0.0428632,0.09677094,0.0009374725,0.000082811224,0.000106590174,0.0025720787,0.00074949855,0.80027604,0.001310705],"about_ca_topic_score_codex":0.000029768931,"about_ca_topic_score_gemma":0.0000046963737,"teacher_disagreement_score":0.99209696,"about_ca_system_score_codex":0.000055292912,"about_ca_system_score_gemma":0.00054628093,"threshold_uncertainty_score":0.9998854},"labels":[],"label_agreement":null},{"id":"W2626165141","doi":"10.1007/s11325-017-1525-2","title":"Influence of head position on obstructive sleep apnea severity","year":2017,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; FedDev Ontario; Toronto Rehabilitation Institute; Ontario Centres of Excellence; Ontario Brain Institute","keywords":"Supine position; Medicine; Trunk; Obstructive sleep apnea; Polysomnography; Anesthesia; Apnea","score_opus":0.018275233266308255,"score_gpt":0.30801488474835675,"score_spread":0.2897396514820485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626165141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935661,0.000059247883,0.00013534448,0.0005620026,0.00008727534,0.00030299963,0.000021067517,0.00003109052,0.0052349037],"genre_scores_gemma":[0.99892837,0.0000072429543,0.00076382677,0.000120313365,0.000104139835,0.000009200688,0.000008068843,0.000017592169,0.00004123365],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987188,0.0000475522,0.00020902834,0.00034243864,0.00040567268,0.00027652745],"domain_scores_gemma":[0.9988247,0.00007694282,0.0001631992,0.000555163,0.00021843161,0.0001615648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023663325,0.00016167674,0.00030215818,0.00011783106,0.00042578124,0.000062487205,0.00016317211,0.00011400416,0.000023422192],"category_scores_gemma":[0.00031943893,0.00014116979,0.00007122483,0.00006421937,0.0003517364,0.00037522733,0.00015274533,0.00034428833,0.000014628958],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015641246,0.00041028607,0.41796693,0.0004915607,0.00047416735,0.00038306272,0.0029372096,0.00012145845,0.10157515,0.0039519295,0.00001074641,0.47011337],"study_design_scores_gemma":[0.0015579828,0.00038085633,0.96307933,0.00016259856,0.00008161039,0.00019456256,0.0001856101,0.0021075348,0.031229328,0.0008354874,0.000037795377,0.00014728066],"about_ca_topic_score_codex":0.00033526134,"about_ca_topic_score_gemma":0.000012012547,"teacher_disagreement_score":0.54511243,"about_ca_system_score_codex":0.000086224296,"about_ca_system_score_gemma":0.000013557314,"threshold_uncertainty_score":0.5756737},"labels":[],"label_agreement":null},{"id":"W2626449739","doi":"10.1016/j.smrv.2017.06.001","title":"Prevalence of adenoid hypertrophy: A systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Medicine; Confidence interval; Meta-analysis; Internal medicine; Sample size determination; Obstructive sleep apnea; Adenoid hypertrophy; Pediatrics; Surgery; Tonsillectomy; Adenoidectomy","score_opus":0.2620829698951179,"score_gpt":0.4569735175102127,"score_spread":0.19489054761509478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626449739","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.2256445e-8,0.9798964,0.00005654908,0.0005536964,0.000069638816,0.018292237,0.00012100564,0.000030426178,0.0009799745],"genre_scores_gemma":[0.0000013201741,0.9923546,0.00039424445,0.00034892542,0.00015179215,0.002612089,0.000098585406,0.00010820573,0.003930239],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9891384,0.002426845,0.0049460134,0.0013639024,0.0015075216,0.0006173131],"domain_scores_gemma":[0.9880227,0.00069523096,0.0050856043,0.004994436,0.000590901,0.00061114714],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0061083883,0.0013101227,0.04734555,0.0011307137,0.00013443486,0.000022408327,0.0012189012,0.0003618927,0.0025621818],"category_scores_gemma":[0.009428954,0.0006496029,0.0074930824,0.0015006416,0.0008986044,0.00013281095,0.00039574178,0.0010727084,0.00020132678],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025225213,0.000047256726,0.0000026743562,0.7930358,0.14896117,0.00003986698,0.000016778959,3.3998644e-9,2.0009176e-7,0.00002445307,0.00022598085,0.05764329],"study_design_scores_gemma":[0.00014764987,0.0001691493,0.0000018248118,0.2389695,0.560024,0.0002301148,0.0000025951201,0.0000012873606,9.761384e-8,0.000002415837,0.20021859,0.00023272616],"about_ca_topic_score_codex":0.00003575242,"about_ca_topic_score_gemma":0.0000034220002,"teacher_disagreement_score":0.5540663,"about_ca_system_score_codex":0.00017450839,"about_ca_system_score_gemma":0.00013131197,"threshold_uncertainty_score":0.999965},"labels":[],"label_agreement":null},{"id":"W2681158620","doi":"10.1016/s1808-8694(15)30968-x","title":"OSAS in children: clinical and polysomnographic respiratory profile","year":2006,"lang":"en","type":"article","venue":"Brazilian Journal of Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Hypopnea; Apnea; Pediatrics; Polysomnography; Sleep apnea; Population; Physical therapy; Internal medicine","score_opus":0.016460735231746557,"score_gpt":0.3159650379994277,"score_spread":0.29950430276768114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2681158620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948058,0.0029381774,0.000022174725,0.0005336911,0.0002138263,0.00038283793,0.0000053722483,0.000014201827,0.0010838804],"genre_scores_gemma":[0.9977509,0.000037012294,0.0010926201,0.00032445343,0.00069552916,0.000004384025,0.000003451528,0.000028142067,0.00006353623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973976,0.0004412774,0.0010885934,0.00029028853,0.00036527915,0.00041693906],"domain_scores_gemma":[0.99875784,0.00014408938,0.0003293869,0.00027704932,0.00022764997,0.00026398522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013326446,0.00017748559,0.0006552143,0.00088119943,0.000052681815,0.000018278171,0.00020212014,0.00027591668,0.00014981032],"category_scores_gemma":[0.00035960716,0.00015041891,0.00020965294,0.0004179672,0.0007182881,0.00019741911,0.00007882039,0.0011545871,0.000019433071],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004728723,0.00032510152,0.9874544,0.000021315758,0.00010766714,0.000854677,0.000022306987,4.2605527e-7,0.0030622818,0.00042365605,0.00047707194,0.0067782253],"study_design_scores_gemma":[0.0050782124,0.0014982886,0.9865517,0.000043045588,0.000053349908,0.0046907226,0.000028650971,0.000015036652,0.00082963303,0.00034112544,0.00075448677,0.00011573618],"about_ca_topic_score_codex":0.00003970555,"about_ca_topic_score_gemma":0.0000297931,"teacher_disagreement_score":0.0066624894,"about_ca_system_score_codex":0.000047720245,"about_ca_system_score_gemma":0.00016142215,"threshold_uncertainty_score":0.6133905},"labels":[],"label_agreement":null},{"id":"W2711326735","doi":"10.1016/j.joms.2017.06.014","title":"Perioperative Systemic Corticosteroids in Orthognathic Surgery: A Systematic Review and Meta-Analysis","year":2017,"lang":"en","type":"review","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cochrane; Hôpital de l'Enfant-Jésus; Canadian Institutes of Health Research; Université Laval","funders":"","keywords":"Medicine; Orthognathic surgery; Perioperative; Meta-analysis; Randomized controlled trial; Relative risk; Placebo; Adverse effect; Anesthesia; MEDLINE; Confidence interval; Surgery; Internal medicine","score_opus":0.25098511505876686,"score_gpt":0.42091373477385097,"score_spread":0.1699286197150841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2711326735","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016939784,0.99745476,0.0000056553845,0.00018916311,0.00013244273,0.0018222843,0.00018969334,0.000007051325,0.000029544508],"genre_scores_gemma":[0.00042627688,0.9988157,0.00002443773,0.000109792796,0.000025343381,0.0001537307,0.00003953678,0.000047077927,0.00035810133],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99373263,0.001071735,0.0034063507,0.00046438462,0.00088132016,0.00044360766],"domain_scores_gemma":[0.9944214,0.0006492664,0.003303108,0.0005350304,0.0006556967,0.00043550323],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.005298959,0.0006544502,0.023583164,0.0018477446,0.00013847287,0.00018467098,0.000196428,0.00033857036,0.00035989983],"category_scores_gemma":[0.004318309,0.0003707706,0.005177406,0.0008620021,0.00024788996,0.00033376153,0.00014863796,0.0010019336,0.000009532213],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032409604,0.000065643035,0.00068199774,0.7988283,0.10609221,0.00189377,0.000035878857,2.8694961e-8,2.942434e-7,0.0000064838628,0.000023037419,0.09233997],"study_design_scores_gemma":[0.00015584657,0.000071426606,0.00021266304,0.09606331,0.8270478,0.0067837476,0.000033391436,0.000001417811,1.1951646e-7,0.0000022954514,0.06924194,0.00038598783],"about_ca_topic_score_codex":0.000039570645,"about_ca_topic_score_gemma":0.00001326634,"teacher_disagreement_score":0.72095567,"about_ca_system_score_codex":0.00019379352,"about_ca_system_score_gemma":0.00056978787,"threshold_uncertainty_score":0.9998744},"labels":[],"label_agreement":null},{"id":"W2718482144","doi":"10.1093/sleep/zsx104","title":"Estradiol Protects Against Cardiorespiratory Dysfunctions and Oxidative Stress in Intermittent Hypoxia","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Endocrinology; Internal medicine; Oxidative stress; Intermittent hypoxia; Medicine; Hypoxia (environmental); Glutathione peroxidase; Xanthine oxidase; Hypercapnia; Chemistry; Superoxide dismutase; Cardiorespiratory fitness; Obstructive sleep apnea; Biochemistry; Enzyme; Oxygen","score_opus":0.027698663324330224,"score_gpt":0.29928486443179014,"score_spread":0.2715862011074599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2718482144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98936033,0.00021013139,0.00012074923,0.00039968154,0.00020197262,0.0010243724,0.000024081519,0.000034190525,0.008624477],"genre_scores_gemma":[0.9992085,0.000017494844,0.00021696021,0.00006702331,0.00016907051,0.00014581924,0.000008289869,0.000025599296,0.00014123935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986844,0.0000791892,0.00019754734,0.0003866111,0.00031279528,0.00033945494],"domain_scores_gemma":[0.9988646,0.00003341221,0.000091094276,0.00068870804,0.000111678746,0.00021048971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022182873,0.00016674882,0.00029422852,0.00020276455,0.00023547008,0.00007954545,0.00018247865,0.0000961392,0.000031572294],"category_scores_gemma":[0.00049121014,0.00014790986,0.00006785048,0.000081201615,0.0003715348,0.0002068285,0.0001888479,0.00046195937,0.000034682143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027521138,0.00028295553,0.5086282,0.00018326756,0.00023621405,0.0006856896,0.000638007,0.0000148565405,0.072556555,0.0002555646,0.000062512,0.41618097],"study_design_scores_gemma":[0.002450863,0.00030070983,0.9759163,0.00013673124,0.000032219472,0.000028152259,0.0005047699,0.00071738195,0.01901101,0.00007029866,0.0006635229,0.00016801346],"about_ca_topic_score_codex":0.00008723714,"about_ca_topic_score_gemma":0.000097101765,"teacher_disagreement_score":0.46728814,"about_ca_system_score_codex":0.00017782937,"about_ca_system_score_gemma":0.000040771152,"threshold_uncertainty_score":0.6031589},"labels":[],"label_agreement":null},{"id":"W2721477386","doi":"10.1016/j.ajodo.2016.11.024","title":"Correlation and reliability of cone-beam computed tomography nasopharyngeal volumetric and area measurements as determined by commercial software against nasopharyngoscopy-supported diagnosis of adenoid hypertrophy","year":2017,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"King's University College; University of Alberta","funders":"","keywords":"Adenoid hypertrophy; Medicine; Airway; Cone beam computed tomography; Radiology; Airway obstruction; Cross-sectional study; Nuclear medicine; Adenoid; Computed tomography; Surgery; Tonsillectomy; Pathology; Adenoidectomy","score_opus":0.025259048391889985,"score_gpt":0.29854036767357317,"score_spread":0.2732813192816832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2721477386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950218,0.0013209792,0.0026263217,0.00015981613,0.00025282885,0.00044605674,0.000116876625,0.000009832763,0.000045463537],"genre_scores_gemma":[0.9930392,0.0014232984,0.005269553,0.00010555369,0.00009069105,0.0000047655735,0.000025848716,0.000033007986,0.0000081067255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969857,0.00019208567,0.0010606528,0.00034184303,0.0010963965,0.00032336352],"domain_scores_gemma":[0.9954069,0.00035015537,0.0018924164,0.00037822136,0.0014122188,0.0005600382],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00094222487,0.00029918842,0.0012275032,0.0005280286,0.0002755813,0.000075104144,0.00021235911,0.00013025127,0.000012604546],"category_scores_gemma":[0.0022349502,0.00026837905,0.00021222324,0.0004395361,0.0017493909,0.0003264002,0.00020886751,0.00044507813,2.5118217e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012096014,0.00031428447,0.88615334,0.00013422155,0.00028516082,0.000067927394,0.00019818889,0.0000041801086,0.0017554105,0.0000019396903,0.000057405072,0.10981834],"study_design_scores_gemma":[0.0041468106,0.0035321068,0.9886585,0.00016694835,0.0006273223,0.00012854596,0.00013643649,0.00047416965,0.0017208791,0.00001112892,0.00018451894,0.00021265411],"about_ca_topic_score_codex":0.00024393311,"about_ca_topic_score_gemma":0.000016616113,"teacher_disagreement_score":0.109605685,"about_ca_system_score_codex":0.000048202273,"about_ca_system_score_gemma":0.00014607074,"threshold_uncertainty_score":0.9999768},"labels":[],"label_agreement":null},{"id":"W2724325839","doi":"10.15331/jdsm.6680","title":"The Efficacy of a Titrated Tongue Stabilizing Device on Obstructive Sleep Apnea and the Quality of Life: A Clinical Trial Study Protocol","year":2017,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Protocol (science); Sleep quality; Tongue; Medicine; Sleep (system call); Clinical trial; Quality of life (healthcare); Physical medicine and rehabilitation; Anesthesia; Computer science; Internal medicine; Pharmacology; Alternative medicine; Pathology; Insomnia","score_opus":0.12273163284156488,"score_gpt":0.4833151933267526,"score_spread":0.3605835604851877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724325839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9561867,0.00011254242,0.000023193646,0.0014607667,0.0005388654,0.040867742,0.0000031702082,0.000005334206,0.00080170063],"genre_scores_gemma":[0.9977932,0.000010582972,0.00007650562,0.00006943653,0.0009787417,0.0010300982,7.1355106e-7,0.000025445466,0.000015286401],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9930632,0.0015915356,0.00272797,0.00029724135,0.0020125723,0.00030745674],"domain_scores_gemma":[0.98964626,0.0047780625,0.0033733528,0.0009158704,0.00092786737,0.0003585919],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.010808308,0.00025996446,0.0015360963,0.00013222735,0.00039279586,0.000040590443,0.00074816815,0.00012756858,0.00007763485],"category_scores_gemma":[0.028923959,0.0001175465,0.0003380076,0.00024652277,0.0031464892,0.00016180506,0.0003010606,0.0011991205,0.0000019281567],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.48281914,0.0032012418,0.4568255,0.00017283532,0.0019491871,0.00008615282,0.0019199131,0.0000032641972,0.0014759762,0.0002545762,0.00004411078,0.051248122],"study_design_scores_gemma":[0.27286455,0.013257598,0.7041041,0.00020415164,0.00048744262,0.00006808475,0.008138718,0.00017786633,0.000428473,0.00009752013,0.00007758552,0.00009387965],"about_ca_topic_score_codex":0.00023377207,"about_ca_topic_score_gemma":0.00010381961,"teacher_disagreement_score":0.24727865,"about_ca_system_score_codex":0.00011371513,"about_ca_system_score_gemma":0.00012404611,"threshold_uncertainty_score":0.9995664},"labels":[],"label_agreement":null},{"id":"W2725944262","doi":"10.1016/j.bjpt.2017.06.011","title":"Postural disorders in mouth breathing children: a systematic review","year":2017,"lang":"en","type":"review","venue":"Brazilian Journal of Physical Therapy","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Medicine; Blinding; Physical therapy; Mouth breathing; Breathing; Physical medicine and rehabilitation; CINAHL; MEDLINE; Randomized controlled trial; Psychological intervention; Surgery","score_opus":0.048790046106801425,"score_gpt":0.4044727331633491,"score_spread":0.35568268705654765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725944262","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024788996,0.9954892,0.000003702002,0.0002473763,0.0001224799,0.0036524553,0.000016706399,0.000011172037,0.000209025],"genre_scores_gemma":[0.0012961647,0.9976824,0.000051291136,0.000084035244,0.00064815226,0.000049193062,0.000015372845,0.00010099085,0.000072429575],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9957527,0.00082787854,0.0015407288,0.00035780857,0.0010520397,0.00046883145],"domain_scores_gemma":[0.9962601,0.00032729976,0.001958591,0.00090226583,0.00022983571,0.00032188898],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001115469,0.00060451304,0.00678286,0.00043341203,0.00009290282,0.000084227875,0.00096677616,0.00017276712,0.000029837027],"category_scores_gemma":[0.0007580032,0.00035158073,0.0024887214,0.00037929113,0.00019788508,0.00025989264,0.00007544681,0.0018830798,0.00005679395],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040682,0.0002931317,0.000025397221,0.37610367,0.000996051,0.00010102232,0.00011136626,4.4767955e-8,0.0000021893823,0.000017371573,0.000017834376,0.6222912],"study_design_scores_gemma":[0.0020502894,0.00079123565,0.00041697462,0.98089814,0.002266896,0.0018645438,0.000022159686,0.0000054990064,0.0000011581931,0.00012768208,0.011146827,0.000408614],"about_ca_topic_score_codex":0.000007742857,"about_ca_topic_score_gemma":0.0000013837297,"teacher_disagreement_score":0.6218826,"about_ca_system_score_codex":0.0002959865,"about_ca_system_score_gemma":0.0002946636,"threshold_uncertainty_score":0.9998936},"labels":[],"label_agreement":null},{"id":"W27261271","doi":"10.2196/resprot.5665","title":"طراحی و تیپ بندی کوله های پیش ساخته پل های سواره رو با قابلیت نصب سریع","year":2011,"lang":"fa","type":"article","venue":"JMIR Research Protocols","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.5111475567883819,"score_gpt":0.589524962607034,"score_spread":0.07837740581865216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W27261271","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010120178,0.00024953196,0.00012857988,0.0025982058,0.0002209496,0.83838665,0.00027622745,0.00048662268,0.14753304],"genre_scores_gemma":[0.056729823,0.000035256584,0.0014588732,0.0002722504,0.002919168,0.9008959,0.00008915436,0.0005766115,0.037022967],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97104585,0.0056124707,0.002362255,0.0034419314,0.009855495,0.007682012],"domain_scores_gemma":[0.9826655,0.0016325089,0.00055820175,0.0054340423,0.004926346,0.0047834096],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.011736085,0.0015922905,0.0021362833,0.002758965,0.0016356937,0.0007911433,0.0043614707,0.001680209,0.04868837],"category_scores_gemma":[0.0057364805,0.0014489533,0.0008863995,0.004748928,0.0046720975,0.0013513891,0.0041066655,0.010160531,0.028712627],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.039072234,0.029768301,0.13637601,0.026135586,0.003525346,0.018701222,0.021904614,0.000004495085,0.11170094,0.022658205,0.24700603,0.343147],"study_design_scores_gemma":[0.023819884,0.017757991,0.055088896,0.010473153,0.00009364751,0.00040385622,0.0041295276,0.00095063885,0.08809015,0.004140687,0.7925768,0.0024747779],"about_ca_topic_score_codex":0.0011692839,"about_ca_topic_score_gemma":0.00016042213,"teacher_disagreement_score":0.54557073,"about_ca_system_score_codex":0.0026259236,"about_ca_system_score_gemma":0.002795044,"threshold_uncertainty_score":0.9996825},"labels":[],"label_agreement":null},{"id":"W2726768535","doi":"10.1093/sleep/zsw015","title":"Chronic Kidney Disease and Sleep Apnea Association of Kidney Disease With Obstructive Sleep Apnea in a Population Study of Men","year":2016,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Kidney disease; Polysomnography; Internal medicine; Renal function; Albuminuria; Sleep apnea; Odds ratio; Population; Diabetes mellitus; Apnea; Endocrinology","score_opus":0.009625352625602998,"score_gpt":0.26848039084893927,"score_spread":0.2588550382233363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726768535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945262,0.00026077975,0.00029750526,0.0018359369,0.00012299909,0.002304076,0.00029418644,0.000046618283,0.00031169385],"genre_scores_gemma":[0.99916786,0.000013424268,0.00011332835,0.00006065483,0.00016716513,0.00016504292,0.000115965595,0.000062994084,0.00013354373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99645036,0.0003404941,0.00067824643,0.000699935,0.0012739414,0.0005570173],"domain_scores_gemma":[0.99682003,0.00018002685,0.00049782434,0.0006668422,0.00045805488,0.0013772459],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047865277,0.00033918573,0.00067594304,0.0005139814,0.000080306985,0.00001845549,0.00018702073,0.00011693115,0.00016453562],"category_scores_gemma":[0.0026482265,0.0002468466,0.00010187083,0.0006743281,0.0001895396,0.00039814087,0.00017003795,0.0002519837,0.000010392303],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029399572,0.0009994404,0.9676357,0.00039007037,0.00054583396,0.000057817746,0.00085111166,0.000030453197,0.0031473797,0.00017765231,0.000046755318,0.023177838],"study_design_scores_gemma":[0.014172603,0.001136971,0.97738826,0.00022200533,0.00073474954,0.0000025225652,0.0005313268,0.004520726,0.00057771,0.00037255426,0.000058042995,0.00028255052],"about_ca_topic_score_codex":0.00032606834,"about_ca_topic_score_gemma":0.00009060757,"teacher_disagreement_score":0.022895288,"about_ca_system_score_codex":0.001081549,"about_ca_system_score_gemma":0.00019537237,"threshold_uncertainty_score":0.9999984},"labels":[],"label_agreement":null},{"id":"W2727743478","doi":"10.3791/56006","title":"&lt;em&gt;In Vivo&lt;/em&gt; Evaluation of the Mechanical and Viscoelastic Properties of the Rat Tongue","year":2017,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Tongue; Hypoglossal nerve; Swallowing; Mastication; Anatomy; Genioglossus; Viscoelasticity; Magnetic resonance imaging; Biomedical engineering; Medicine; Materials science; Pathology; Orthodontics; Radiology","score_opus":0.07114207695841973,"score_gpt":0.4278544207624775,"score_spread":0.35671234380405775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727743478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99673754,0.0012327585,0.000042197877,0.000346054,0.0006066157,0.00076865643,0.0000028827,0.0000024761491,0.00026081945],"genre_scores_gemma":[0.9994906,0.00004115016,0.00017899205,0.000034954137,0.00010916727,0.000017034994,2.0347302e-7,0.000022863258,0.000105015315],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9959741,0.0005979007,0.0007890633,0.00018161828,0.0022160485,0.00024125272],"domain_scores_gemma":[0.99742126,0.00007218002,0.0009518946,0.00058581505,0.0008530448,0.00011578453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020826508,0.00017383101,0.0005449761,0.0001455008,0.00017288247,0.000052529445,0.000513457,0.00010460815,0.00018905092],"category_scores_gemma":[0.0024314662,0.0000896413,0.00020281313,0.00013097553,0.00031426057,0.00023140287,0.00033759512,0.00030428078,0.0000015101759],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001078213,0.00042314111,0.0029299855,0.00007389512,0.00018927004,0.0000054381944,0.0019792512,0.000009388834,0.9916349,0.00022202094,0.000059239712,0.001395233],"study_design_scores_gemma":[0.007987069,0.0004734577,0.03006267,0.00079284393,0.00022595165,0.00006494866,0.0010890891,0.0033465077,0.9556318,0.00017210549,0.00006733221,0.00008625364],"about_ca_topic_score_codex":0.000018250254,"about_ca_topic_score_gemma":0.000021681682,"teacher_disagreement_score":0.036003154,"about_ca_system_score_codex":0.0002199934,"about_ca_system_score_gemma":0.00022304374,"threshold_uncertainty_score":0.36554658},"labels":[],"label_agreement":null},{"id":"W2730835229","doi":"10.1164/ajrccm.184.5.622","title":"Erratum: Sleepiness, Quality of Life, and Sleep Maintenance in REM versus NREM Sleep-Disordered Breathing","year":2011,"lang":"en","type":"erratum","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; School of Medicine, New York University; York University; Strong; Johns Hopkins University; University of Oklahoma; University of Oklahoma Health Sciences Center; Arizona State University; School of Medicine, Boston University","keywords":"Non-rapid eye movement sleep; Medicine; Sleep and breathing; Sleep (system call); Breathing; Sleep disordered breathing; Anesthesia; Psychiatry; Electroencephalography; Obstructive sleep apnea","score_opus":0.04595786361125421,"score_gpt":0.3555476531765101,"score_spread":0.3095897895652559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730835229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5767674,0.31808302,0.0010661618,0.011285785,0.02213484,0.0018329287,0.00023414275,0.00009279592,0.06850294],"genre_scores_gemma":[0.99485433,0.001554355,0.0005618504,0.0009870358,0.0017260326,0.000011170658,0.00002168289,0.000097097785,0.0001864528],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99417245,0.000904313,0.002032507,0.0006612801,0.0014997058,0.00072971295],"domain_scores_gemma":[0.993833,0.0011767863,0.0010173186,0.00059000845,0.0023184486,0.0010644285],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020440535,0.000589914,0.0030269776,0.00089882733,0.000105552106,0.000020332976,0.00037037776,0.00041754017,0.00015045033],"category_scores_gemma":[0.010724847,0.00045854144,0.00024032699,0.0008042053,0.0052451733,0.00021767897,0.0001991624,0.003311623,0.0000014313705],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04640806,0.0010707366,0.094841175,0.017197106,0.0022187547,0.0060081594,0.014715509,0.0000020098,0.0022328438,0.005908249,0.04202138,0.767376],"study_design_scores_gemma":[0.058289584,0.08763836,0.50089455,0.016650151,0.004404167,0.0019037155,0.154817,0.00015386989,0.00021985798,0.0016905997,0.17013246,0.003205703],"about_ca_topic_score_codex":0.00034331818,"about_ca_topic_score_gemma":0.00010977404,"teacher_disagreement_score":0.7641703,"about_ca_system_score_codex":0.00023824995,"about_ca_system_score_gemma":0.00048458972,"threshold_uncertainty_score":0.9997866},"labels":[],"label_agreement":null},{"id":"W2734509866","doi":"10.5664/jcsm.6656","title":"A Feedback-Controlled Mandibular Positioner Identifies Individuals With Sleep Apnea Who Will Respond to Oral Appliance Therapy","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Calgary","funders":"Alberta Innovates","keywords":"Oral appliance; Medicine; Obstructive sleep apnea; Sleep apnea; Sleep (system call); Visual feedback; Physical medicine and rehabilitation; Physical therapy; Dentistry; Anesthesia","score_opus":0.05833681566305113,"score_gpt":0.419953341476592,"score_spread":0.36161652581354087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734509866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93920285,0.0012502704,0.004062415,0.050700355,0.0010888557,0.0015957123,0.000012144546,0.000026766345,0.00206064],"genre_scores_gemma":[0.98768747,0.00034356036,0.0033046848,0.0032151507,0.003892386,0.000041056544,0.000007226823,0.00007747073,0.0014309849],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992823,0.0005315451,0.0026775852,0.00058135984,0.0026950324,0.0006914971],"domain_scores_gemma":[0.9920683,0.0013119109,0.0022269043,0.001285633,0.001791661,0.0013155957],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008152042,0.0004488809,0.0030377961,0.0005358187,0.00044668265,0.00016651319,0.0010449457,0.00031937737,0.00090018666],"category_scores_gemma":[0.007807882,0.00025492552,0.00052381464,0.0003401035,0.0012578523,0.0006582452,0.00018685898,0.0016182605,0.00008101914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.14668156,0.0023017097,0.5412666,0.00017519886,0.007151045,0.0039553754,0.0012787348,0.00005197556,0.0084852185,0.00044335303,0.009048846,0.27916038],"study_design_scores_gemma":[0.11288613,0.015070421,0.844088,0.0010941079,0.0010600457,0.00075777987,0.00045290598,0.00033844195,0.001312694,0.0008330531,0.021680048,0.00042632862],"about_ca_topic_score_codex":0.000030031237,"about_ca_topic_score_gemma":0.000015256185,"teacher_disagreement_score":0.30282143,"about_ca_system_score_codex":0.000107531276,"about_ca_system_score_gemma":0.00013341213,"threshold_uncertainty_score":0.9999903},"labels":[],"label_agreement":null},{"id":"W2734593847","doi":"10.1155/2017/8939461","title":"Investigating Cost Implications of Incorporating Level III At-Home Testing into a Polysomnography Based Sleep Medicine Program Using Administrative Data","year":2017,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Dalhousie University","funders":"","keywords":"Medicine; Polysomnography; Sleep medicine; Sleep (system call); Physical therapy; MEDLINE; Sleep disorder; Internal medicine; Insomnia; Psychiatry","score_opus":0.3589711904343616,"score_gpt":0.4361605584730858,"score_spread":0.07718936803872423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734593847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99256265,0.00031480376,0.0010064478,0.0023388425,0.00018093888,0.0012475225,0.0002621428,0.000037314985,0.0020493646],"genre_scores_gemma":[0.9579019,5.848777e-7,0.0407653,0.00062257843,0.000555596,0.00003371139,0.000054666154,0.00005827752,0.0000073705123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968192,0.00022174815,0.0009929753,0.0005468435,0.0006921127,0.0007271512],"domain_scores_gemma":[0.99285287,0.00030052155,0.0014314479,0.0017934976,0.0014021365,0.0022195296],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001918707,0.0003083101,0.0005773834,0.0010033809,0.0028301263,0.00019038164,0.00122189,0.00016981228,0.00010088501],"category_scores_gemma":[0.0063921604,0.00028619787,0.000094600095,0.0007403893,0.0019531674,0.0005493735,0.0002883745,0.000998113,0.0000032699504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003809137,0.000053036765,0.84809756,0.00010188375,0.00017062301,0.00019902561,0.00028701947,0.000019064868,0.061269946,0.00016325171,0.00015885205,0.089441665],"study_design_scores_gemma":[0.004508369,0.0011280873,0.97236824,0.0010935559,0.00028311397,0.0006289016,0.0012169774,0.013962289,0.0026978226,0.0005869577,0.0010598439,0.00046586432],"about_ca_topic_score_codex":0.016269315,"about_ca_topic_score_gemma":0.061292503,"teacher_disagreement_score":0.12427068,"about_ca_system_score_codex":0.0010624832,"about_ca_system_score_gemma":0.004286657,"threshold_uncertainty_score":0.999959},"labels":[],"label_agreement":null},{"id":"W2736448387","doi":"10.1164/rccm.201703-0603oc","title":"Effect of Obstructive Sleep Apnea Treatment on Renal Function in Patients with Cardiovascular Disease","year":2017,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"National Health and Medical Research Council; Medical Research Council; ResMed","keywords":"Medicine; Renal function; Interquartile range; Obstructive sleep apnea; Continuous positive airway pressure; Creatinine; Kidney disease; Sleep apnea; Internal medicine; Cardiology; Urology","score_opus":0.01208247062851799,"score_gpt":0.29982089437066295,"score_spread":0.287738423742145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736448387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99751145,0.0014960443,0.00011156521,0.00022066719,0.000120870645,0.00029454046,0.000009689032,0.0000035485768,0.00023160213],"genre_scores_gemma":[0.99959725,0.000009841703,0.00003523413,0.00008068327,0.0002460283,0.000008980793,0.0000025718236,0.000018104161,0.0000012785779],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786127,0.0003616458,0.00034809348,0.0002463821,0.0009527181,0.00022988117],"domain_scores_gemma":[0.99785674,0.00036193675,0.00020328224,0.00048664835,0.0006126071,0.00047877128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048187986,0.00020115313,0.00088444556,0.0002572899,0.00011283443,0.000010592195,0.00010278976,0.00003548884,0.000020190602],"category_scores_gemma":[0.0015971371,0.000114627495,0.00016820757,0.00012399437,0.0019601195,0.00012289836,0.000025875344,0.00031101584,6.7795236e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016260885,0.00011339023,0.5370796,0.00013810549,0.00035888285,0.00034990825,0.00017130125,0.000008893076,0.0000940257,0.000050780578,0.0000012731995,0.44537297],"study_design_scores_gemma":[0.0108058825,0.104728766,0.8807471,0.00041105444,0.0012941256,0.000015400463,0.00073871075,0.000008459397,0.00088458724,0.000013532615,0.00025388782,0.0000985254],"about_ca_topic_score_codex":0.000035594254,"about_ca_topic_score_gemma":0.0000016012098,"teacher_disagreement_score":0.44527444,"about_ca_system_score_codex":0.00017898275,"about_ca_system_score_gemma":0.00005582196,"threshold_uncertainty_score":0.72221416},"labels":[],"label_agreement":null},{"id":"W2738218791","doi":"10.1016/j.pnpbp.2017.07.014","title":"Sleep, chronic pain, and opioid risk for apnea","year":2017,"lang":"en","type":"review","venue":"Progress in Neuro-Psychopharmacology and Biological Psychiatry","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Jewish General Hospital; McGill University; Centre Hospitalier de l’Université de Montréal; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleep apnea; Sleep hygiene; Chronic pain; Anesthesia; Sleep disorder; Physical therapy; Insomnia; Psychiatry; Sleep quality","score_opus":0.07598268161622733,"score_gpt":0.43345968498192633,"score_spread":0.357477003365699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738218791","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034170137,0.9877047,0.000034821773,0.00080743374,0.0025969534,0.005057262,0.00017082303,0.00008670704,0.00012426257],"genre_scores_gemma":[0.0027053226,0.99203384,0.0009832018,0.00054090936,0.0016123776,0.0019166645,0.00010287734,0.000075767704,0.000029013367],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99525684,0.0010568714,0.00089609035,0.0016357669,0.00018673009,0.0009676894],"domain_scores_gemma":[0.997042,0.001228583,0.00065473944,0.00056542165,0.000094395575,0.00041484903],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015123801,0.0007779704,0.0023826284,0.0004041845,0.00041267264,0.00006809023,0.0005400069,0.001283827,0.00009802545],"category_scores_gemma":[0.00053133594,0.0005244091,0.00045746646,0.00022881888,0.0017735721,0.000068418514,0.0003398176,0.0022420841,0.000014703712],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077764405,0.00035906743,0.16798212,0.0098372055,0.00032252996,0.000057936508,0.0000067402193,1.4441743e-8,4.83283e-7,0.000105185696,0.00042650674,0.82012457],"study_design_scores_gemma":[0.006436993,0.0038823136,0.043672394,0.0012858293,0.001013897,0.00029864654,0.00000845134,0.00017329509,1.65618e-7,0.00082198076,0.9417985,0.0006075254],"about_ca_topic_score_codex":0.0000015421966,"about_ca_topic_score_gemma":0.0000038823086,"teacher_disagreement_score":0.941372,"about_ca_system_score_codex":0.00007573257,"about_ca_system_score_gemma":0.00015672561,"threshold_uncertainty_score":0.99972075},"labels":[],"label_agreement":null},{"id":"W2738794976","doi":"10.12968/denu.2001.28.4.180a","title":"Help for Snorers","year":2001,"lang":"en","type":"article","venue":"Dental Update","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dentistry; Medicine; Sleep (system call); Orthodontics; Computer science","score_opus":0.023564164332203916,"score_gpt":0.32723414973563353,"score_spread":0.3036699854034296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738794976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916919,0.00007802328,0.0010607233,0.0011200985,0.00020159282,0.0004835836,0.00002148645,0.000050288378,0.005292325],"genre_scores_gemma":[0.9966369,0.000019861256,0.0012622341,0.0005241195,0.00019815461,0.00003703668,0.000100183,0.000022677841,0.0011988136],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921304,0.000010373218,0.00010284084,0.00018066178,0.00022123763,0.00027181793],"domain_scores_gemma":[0.9995887,0.000020679145,0.000018950777,0.00017352082,0.00005958783,0.00013850906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007418636,0.00007757125,0.000120727076,0.00007740413,0.000052617746,0.000015596379,0.00007783236,0.00003919121,0.0006316371],"category_scores_gemma":[0.000046730824,0.00006844572,0.00008035992,0.00013480039,0.00006714412,0.00006530174,0.00004492517,0.0000890916,0.0006122262],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018877363,0.00037178755,0.7721912,0.000110694644,0.00026734563,0.00058634067,0.00011078594,0.0000019670806,0.065875,0.0037357982,0.010278668,0.14458266],"study_design_scores_gemma":[0.015344922,0.0012115106,0.3341721,0.00006404841,0.00023531406,0.0017127747,0.0024026993,0.0039265966,0.13627902,0.0017100199,0.502307,0.0006340138],"about_ca_topic_score_codex":0.000019941865,"about_ca_topic_score_gemma":0.000019317591,"teacher_disagreement_score":0.49202833,"about_ca_system_score_codex":0.00008364833,"about_ca_system_score_gemma":0.000010454479,"threshold_uncertainty_score":0.78691334},"labels":[],"label_agreement":null},{"id":"W2739375682","doi":"10.21037/jtd.2017.06.113","title":"Life-style modification at the edge","year":2017,"lang":"en","type":"letter","venue":"Journal of Thoracic Disease","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Atrial fibrillation; Medicine; Cardiac surgery; Cardiology; Stroke (engine); Internal medicine; Sleep disordered breathing; Breathing; Anesthesia; Obstructive sleep apnea","score_opus":0.05920270753501748,"score_gpt":0.39350436948348855,"score_spread":0.33430166194847105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739375682","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021017374,0.003961713,0.00012437135,0.9707851,0.0010841627,0.00057825015,0.0001289829,0.000015369882,0.002304721],"genre_scores_gemma":[0.3429063,0.0006107573,0.00044640325,0.52639496,0.051363975,0.000080380836,0.00048306037,0.00036175438,0.07735242],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968077,0.0002904824,0.0005691,0.0002778255,0.001664519,0.0003903817],"domain_scores_gemma":[0.9955118,0.00020899261,0.0012371207,0.0013937793,0.00082823745,0.00082011963],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00077374146,0.00027970027,0.0005524563,0.0002889458,0.00032713407,0.00015752841,0.00083760207,0.00029537507,0.0007533032],"category_scores_gemma":[0.003642849,0.00016783741,0.0006320682,0.0000986584,0.0003757131,0.0002088137,0.00021671796,0.002539074,0.0003785071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011506691,0.000104612634,0.001384067,0.0008140604,0.0004135356,0.0040028407,0.000047769867,0.0000035807261,0.00014398167,0.0000032039497,0.97920936,0.012722291],"study_design_scores_gemma":[0.00070591696,0.0001492735,0.01983735,0.0006961985,0.0019143682,0.00044111413,0.000039032228,0.00018997127,0.00020605027,0.00020077525,0.97535795,0.00026198901],"about_ca_topic_score_codex":0.0000042758024,"about_ca_topic_score_gemma":4.1446603e-7,"teacher_disagreement_score":0.44439012,"about_ca_system_score_codex":0.00044642627,"about_ca_system_score_gemma":0.000699429,"threshold_uncertainty_score":0.9997621},"labels":[],"label_agreement":null},{"id":"W2739858218","doi":"10.1007/s10286-017-0455-1","title":"Influence of sex, menstrual cycle, and oral contraceptives on the cerebrovascular response to paced deep breathing","year":2017,"lang":"en","type":"article","venue":"Clinical Autonomic Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Hyperventilation; Menstrual cycle; Middle cerebral artery; Breathing; Blood pressure; Anesthesia; Cerebral blood flow; Physiology; Internal medicine; Hormone","score_opus":0.10240155249372838,"score_gpt":0.4600670024535058,"score_spread":0.3576654499597774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739858218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856487,0.000038421225,0.000024316627,0.01152003,0.000055863657,0.0012813964,0.000011825918,0.00002152896,0.0013979472],"genre_scores_gemma":[0.9983641,0.000042962292,0.0005479345,0.00020691403,0.00012753911,0.0000568337,0.0000010786672,0.000033533877,0.0006190836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947391,0.0022230889,0.0006873937,0.0007207053,0.00093906355,0.0006906508],"domain_scores_gemma":[0.988664,0.008318398,0.00015800456,0.0018205931,0.00051139604,0.00052761525],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.017348664,0.00018818746,0.00065320224,0.00022937833,0.00066707394,0.00016797568,0.000793699,0.00020696453,0.000098300385],"category_scores_gemma":[0.03169277,0.00012592082,0.00018461373,0.0001514744,0.0029764706,0.00016316533,0.0009636121,0.0015181398,0.00018220316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.027332239,0.0011328772,0.5633479,0.00017365311,0.0013896484,0.00029338352,0.00440661,0.00048422973,0.09211386,0.0067648245,0.00034035757,0.30222046],"study_design_scores_gemma":[0.002869422,0.0018241835,0.9827947,0.00012989968,0.00002416439,0.000019850799,0.00077850674,0.0025910453,0.007270636,0.00047278288,0.0010935221,0.0001313079],"about_ca_topic_score_codex":0.00019177509,"about_ca_topic_score_gemma":0.000017565157,"teacher_disagreement_score":0.41944683,"about_ca_system_score_codex":0.000179316,"about_ca_system_score_gemma":0.0002754888,"threshold_uncertainty_score":0.99973685},"labels":[],"label_agreement":null},{"id":"W2740214846","doi":"10.1055/s-0046-1820307","title":"Assessment of the impact of vertical dimension alterations on the quality of sleep in elderly patients wearing upper and lower full dentures","year":2012,"lang":"en","type":"article","venue":"Sleep Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Dentures; Sleep (system call); Epiglottis; Population; Tongue; Continuous positive airway pressure; Airway; Airway obstruction; Dentistry; Internal medicine; Surgery; Larynx; Pathology","score_opus":0.030902635777346706,"score_gpt":0.38510028795001444,"score_spread":0.35419765217266774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740214846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986331,0.000025261628,0.00007083451,0.00014913655,0.00011908692,0.00037716838,0.0000047652684,0.0000019986421,0.00061863655],"genre_scores_gemma":[0.9997977,0.000001504605,0.00016017792,0.000017632925,0.000010862128,0.0000052512364,5.5756504e-7,0.000003958637,0.0000023554512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820167,0.00014733321,0.00028929143,0.00016014291,0.0009414342,0.00026010058],"domain_scores_gemma":[0.9989731,0.00024721547,0.000083533465,0.00037334175,0.00023091689,0.00009192785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012446602,0.000077514786,0.00016812922,0.00011587152,0.00008854858,0.0000100622065,0.00019210963,0.00002952135,0.0000497649],"category_scores_gemma":[0.0007917537,0.000038117472,0.000067678324,0.00049201277,0.000788176,0.00016647177,0.00023606919,0.0001824985,9.670617e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057106925,0.0004186506,0.80978805,0.000013192309,0.00001323548,8.901536e-8,0.0004016481,0.00005663152,0.1858648,0.0019095053,0.0000015122467,0.0014755579],"study_design_scores_gemma":[0.0004979709,0.000456473,0.9625353,0.00004279145,0.000010284365,6.383606e-7,0.00013361702,0.0033547785,0.03286213,0.000071239425,3.2937382e-7,0.000034411816],"about_ca_topic_score_codex":0.00017596579,"about_ca_topic_score_gemma":0.000012237563,"teacher_disagreement_score":0.15300268,"about_ca_system_score_codex":0.00013073762,"about_ca_system_score_gemma":0.00005736039,"threshold_uncertainty_score":0.29040673},"labels":[],"label_agreement":null},{"id":"W2740361620","doi":"10.3899/jrheum.170460","title":"Risk of Obstructive Sleep Apnea and Its Association with Cardiovascular and Noncardiac Vascular Risk in Patients with Rheumatoid Arthritis: A Population-based Study","year":2017,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of General Medical Sciences; National Institute on Aging","keywords":"Medicine; Internal medicine; Obstructive sleep apnea; Rheumatoid arthritis; Population; Body mass index; Sleep apnea; Cohort; Dyslipidemia; Diabetes mellitus; Disease; Endocrinology","score_opus":0.006023432300706199,"score_gpt":0.23411997737100307,"score_spread":0.22809654507029686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740361620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99681795,0.0020268462,0.00018876579,0.000052914424,0.00007361485,0.0008082434,0.000016553355,0.00000459068,0.000010541378],"genre_scores_gemma":[0.9988124,0.0008916977,0.00025173853,0.0000025343868,0.0000056984436,0.000008369224,0.0000023085524,0.000024707422,5.668689e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99712914,0.000980461,0.00052462396,0.00019979745,0.0009128973,0.00025308458],"domain_scores_gemma":[0.996654,0.00046747865,0.0014651521,0.00049976585,0.00080457533,0.00010907548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022848526,0.0001857786,0.0010613691,0.00024483708,0.0002695672,0.000026902819,0.00016863426,0.00010663311,0.0000042107836],"category_scores_gemma":[0.0016734286,0.000114331066,0.00012227356,0.00012847062,0.00015314216,0.00022206512,0.00006886716,0.000597745,6.97365e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015839332,0.00019621903,0.98685646,0.00003953325,0.0036320426,0.0000114403365,0.0009079305,0.00036060333,0.000002629847,0.000008441544,5.610817e-7,0.006400186],"study_design_scores_gemma":[0.016128853,0.0014080965,0.9799762,0.00018741105,0.0006339263,0.00012596432,0.0008271531,0.0005227075,0.00003352098,0.000045991183,0.000002336227,0.00010786682],"about_ca_topic_score_codex":0.0015329656,"about_ca_topic_score_gemma":0.00030425412,"teacher_disagreement_score":0.014544919,"about_ca_system_score_codex":0.00013213267,"about_ca_system_score_gemma":0.00005521748,"threshold_uncertainty_score":0.46622854},"labels":[],"label_agreement":null},{"id":"W2740433750","doi":"10.1590/s1806-37562016000000160","title":"The Quebec Sleep Questionnaire on quality of life in patients with obstructive sleep apnea: translation into Portuguese and cross-cultural adaptation for use in Brazil","year":2017,"lang":"en","type":"article","venue":"Jornal Brasileiro de Pneumologia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Debriefing; Medicine; Portuguese; Obstructive sleep apnea; Brazilian Portuguese; Quality of life (healthcare); Adaptation (eye); Cross-cultural; Harmonization; CLARITY; Sleep apnea; Medical education; Linguistics; Psychology; Nursing","score_opus":0.047705131416995034,"score_gpt":0.3587684600961763,"score_spread":0.3110633286791813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740433750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973732,0.000079627265,0.00071887946,0.0004909401,0.00010483142,0.0011506211,0.000030296787,0.00001739367,0.000034163622],"genre_scores_gemma":[0.9981039,0.00000666528,0.0015971219,0.000060228187,0.00005042457,0.00009902621,0.000042961772,0.000022940247,0.0000167045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788207,0.00025145835,0.00060560583,0.00041277858,0.00048819708,0.00035987515],"domain_scores_gemma":[0.9976711,0.00070354826,0.00047687654,0.00042394112,0.00057784416,0.00014663824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081075676,0.00022198104,0.00042048024,0.00016281982,0.00030835602,0.00014176092,0.00020582584,0.0001943175,0.000002892466],"category_scores_gemma":[0.0044192662,0.0001487224,0.000075936674,0.0001399991,0.00080635824,0.0008033016,0.000047037527,0.00042723297,0.0000010924214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062400806,0.00019447421,0.9293488,0.00010275494,0.000056979505,0.000008166517,0.00095456216,0.00018166061,0.0007986727,0.00072479754,0.0000011828255,0.061387856],"study_design_scores_gemma":[0.0058071106,0.0006855163,0.9877197,0.000090589434,0.000019752393,0.0000036290437,0.00030748063,0.0044080894,0.0003256467,0.00047511555,0.0000018230656,0.00015553868],"about_ca_topic_score_codex":0.0077890637,"about_ca_topic_score_gemma":0.02510328,"teacher_disagreement_score":0.061232317,"about_ca_system_score_codex":0.0003456125,"about_ca_system_score_gemma":0.00008941114,"threshold_uncertainty_score":0.99881816},"labels":[],"label_agreement":null},{"id":"W2740787569","doi":"10.12968/denu.2003.30.2.68","title":"I Don't Snore – I Suffer from Osas!","year":2003,"lang":"en","type":"article","venue":"Dental Update","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Dentistry; Emergency medicine; Internal medicine","score_opus":0.01452372470791261,"score_gpt":0.28602149289033224,"score_spread":0.2714977681824196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740787569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98040074,0.00024392294,0.00013246111,0.00032717915,0.00033913477,0.00025115572,0.00005567558,0.00005806084,0.018191671],"genre_scores_gemma":[0.99715483,0.00001657358,0.0010600294,0.0005218903,0.00012858398,0.0000125905,0.00017559381,0.000032399774,0.00089750916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986939,0.000067562614,0.00015832717,0.0003113159,0.00043213993,0.000336787],"domain_scores_gemma":[0.99929297,0.00003316099,0.000029108896,0.0003612744,0.000058057143,0.00022543185],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001089631,0.00013856625,0.00020190125,0.000085047854,0.00006211782,0.000030354362,0.00011149932,0.000078611614,0.006695521],"category_scores_gemma":[0.00008838709,0.00011969397,0.00009031559,0.00018788826,0.00010725801,0.00010023782,0.00006496039,0.0002530953,0.002635546],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034481243,0.0004419147,0.88699144,0.00003798391,0.0003608954,0.0011801999,0.00023995838,9.262804e-7,0.084907986,0.0064448034,0.005104672,0.01394439],"study_design_scores_gemma":[0.0070144073,0.00027594247,0.5229705,0.000050062947,0.0001833942,0.0003611665,0.0013219538,0.00018810476,0.32522166,0.0023171764,0.13957438,0.00052126934],"about_ca_topic_score_codex":0.000113062844,"about_ca_topic_score_gemma":0.000053940057,"teacher_disagreement_score":0.36402097,"about_ca_system_score_codex":0.00011155098,"about_ca_system_score_gemma":0.000022068589,"threshold_uncertainty_score":0.998141},"labels":[],"label_agreement":null},{"id":"W2741094582","doi":"10.1155/2017/7234528","title":"Association between Serum Homocysteine Level and Obstructive Sleep Apnea: A Meta-Analysis","year":2017,"lang":"en","type":"review","venue":"BioMed Research International","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Confidence interval; Homocysteine; Meta-analysis; Internal medicine; Subgroup analysis; Sleep apnea; Epworth Sleepiness Scale; Gastroenterology; Apnea; Polysomnography","score_opus":0.5107286859352466,"score_gpt":0.521352033859665,"score_spread":0.010623347924418436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741094582","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000057916168,0.98425055,0.00021577335,0.0029101854,0.0005962251,0.0022804672,0.0058917445,0.000059145947,0.0037380059],"genre_scores_gemma":[0.0023416884,0.955934,0.0013863539,0.000016266082,0.0025974626,0.00095958804,0.003048027,0.00015759729,0.03355904],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9900003,0.0013368845,0.0011472239,0.0013994229,0.0050242217,0.0010919367],"domain_scores_gemma":[0.9919956,0.0021364335,0.00095621985,0.001262317,0.003000843,0.0006486205],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0056439005,0.00063986104,0.004687443,0.0053201453,0.0005319029,0.0005595399,0.0013579242,0.0008692371,0.001580809],"category_scores_gemma":[0.004937842,0.00047890082,0.002937557,0.0018961098,0.0006762552,0.000329618,0.0013285639,0.0023130022,0.0003559779],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027720804,0.00008825129,0.0014168699,0.0018871839,0.474681,0.0001145633,0.000040714098,6.253211e-8,0.0000030870697,0.00014809222,0.0005295016,0.52106297],"study_design_scores_gemma":[0.0007413314,0.00013435043,0.0055522798,0.00020692234,0.19684598,0.000051065224,0.00003533321,0.00008479475,0.00001066408,0.0001474094,0.7958268,0.00036308606],"about_ca_topic_score_codex":0.00023625193,"about_ca_topic_score_gemma":0.000053075237,"teacher_disagreement_score":0.79529727,"about_ca_system_score_codex":0.0025579084,"about_ca_system_score_gemma":0.00039707005,"threshold_uncertainty_score":0.9999887},"labels":[],"label_agreement":null},{"id":"W2742872125","doi":"10.1164/rccm.201705-1044ed","title":"Fifty Years of Physiology in Obstructive Sleep Apnea","year":2017,"lang":"en","type":"editorial","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Sleep apnea syndromes; Apnea; Sleep (system call); Intensive care medicine; Physiology; Emergency medicine; Polysomnography; Cardiology; Internal medicine","score_opus":0.017448818112925923,"score_gpt":0.3525623843825299,"score_spread":0.335113566269604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742872125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7053061,0.017674923,0.00005778288,0.000870129,0.2740914,0.0004886652,0.00017485168,0.00001466465,0.0013214642],"genre_scores_gemma":[0.79970527,0.00015377282,0.00020205403,0.00012604095,0.19973747,0.0000059924473,0.000013802979,0.000047041838,0.000008543039],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99619865,0.00045264812,0.0010247983,0.00042990045,0.0014346066,0.00045936738],"domain_scores_gemma":[0.99324715,0.0026882892,0.000802122,0.0005419014,0.0022293304,0.0004912162],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008707386,0.00033216795,0.0022184467,0.00067037344,0.000063858286,0.000011149378,0.0004175653,0.0003992839,0.000098712044],"category_scores_gemma":[0.017370395,0.00026872687,0.00021208012,0.00026195697,0.0065847123,0.00012473413,0.00014204852,0.002489377,0.0000019509494],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009314744,0.00040207733,0.016096307,0.004088058,0.00084749184,0.004586564,0.0052767694,0.0000019734862,0.018074265,0.0003199501,0.046926133,0.8940657],"study_design_scores_gemma":[0.01903939,0.07082958,0.24598235,0.0056545883,0.0025055374,0.0004565488,0.036795273,0.000017242613,0.0017511381,0.000957735,0.61479014,0.0012204986],"about_ca_topic_score_codex":0.00009293295,"about_ca_topic_score_gemma":0.000012229394,"teacher_disagreement_score":0.89284515,"about_ca_system_score_codex":0.00019936834,"about_ca_system_score_gemma":0.000450476,"threshold_uncertainty_score":0.9999765},"labels":[],"label_agreement":null},{"id":"W2743937332","doi":"10.1152/japplphysiol.00352.2017","title":"Human cerebral blood flow control during hypoxia: focus on chronic pulmonary obstructive disease and obstructive sleep apnea","year":2017,"lang":"en","type":"review","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates; Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"Hypoxia (environmental); Cerebral blood flow; Medicine; Obstructive sleep apnea; Sleep apnea; Intermittent hypoxia; Cerebral hypoxia; Hypercapnia; Apnea; Blood flow; Anesthesia; Cerebral circulation; Cardiology; Respiratory system; Internal medicine; Ischemia; Oxygen; Chemistry","score_opus":0.02593505757514796,"score_gpt":0.31525756657253146,"score_spread":0.2893225089973835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743937332","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04841405,0.94586116,0.000009575729,0.00006993349,0.0006486563,0.0026146017,0.00026124562,0.000038576083,0.002082182],"genre_scores_gemma":[0.47959512,0.51368374,0.00029326286,0.000029942423,0.005736662,0.00022830167,0.000077870434,0.00028401514,0.000071077244],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9954721,0.0003111771,0.0014405978,0.0010339775,0.000763286,0.000978912],"domain_scores_gemma":[0.9947251,0.0003707248,0.002523041,0.001116223,0.00037476397,0.00089012564],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00030319253,0.0010412544,0.0047585275,0.00079158694,0.0005428562,0.0000665979,0.00077862054,0.0006712524,0.0001346179],"category_scores_gemma":[0.00017806128,0.00079133967,0.0011414,0.00019398397,0.001072806,0.00018262284,0.0003573128,0.0031644038,0.000039656585],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037108625,0.00065072445,0.000037011214,0.014476825,0.008214353,0.00204926,0.00008729426,0.000028187847,0.0065494357,0.0011401641,0.0000117430545,0.96304417],"study_design_scores_gemma":[0.1342336,0.023813626,0.41117153,0.057649296,0.13247858,0.031894714,0.0010649355,0.0010447247,0.0028676006,0.073314205,0.11747285,0.012994337],"about_ca_topic_score_codex":0.0000034429593,"about_ca_topic_score_gemma":0.0000010453886,"teacher_disagreement_score":0.9500498,"about_ca_system_score_codex":0.00075114873,"about_ca_system_score_gemma":0.00043682515,"threshold_uncertainty_score":0.9994537},"labels":[],"label_agreement":null},{"id":"W2745430101","doi":"10.1016/b978-0-444-52007-4.00014-x","title":"Sleep bruxism","year":2010,"lang":"en","type":"article","venue":"Handbook of clinical neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Sleep Bruxism; Medicine; Psychology; Neuroscience; Electromyography","score_opus":0.05435488802973775,"score_gpt":0.41962723896336307,"score_spread":0.3652723509336253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745430101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843633,0.000076372286,0.00044379954,0.0045266054,0.0013436438,0.00027666878,0.0000038288463,0.000043274227,0.008922514],"genre_scores_gemma":[0.99411803,0.000037213285,0.0026095242,0.0024037492,0.00062395347,0.000008218709,0.0000039434017,0.000024261735,0.00017111786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998138,0.00017244025,0.000729643,0.00036743874,0.00028629455,0.00030615777],"domain_scores_gemma":[0.9975946,0.0012147708,0.00014743535,0.0005578928,0.00019997949,0.00028530014],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007111222,0.000110983485,0.00059799926,0.000098921504,0.000028766515,0.0000034493235,0.00018684966,0.0003673509,0.0013005204],"category_scores_gemma":[0.0029710305,0.00009130601,0.00023761032,0.00009513179,0.00089688355,0.000032674954,0.00013209815,0.0015105347,0.0002785432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003229634,0.00081260287,0.6437921,0.000056033216,0.00014808292,0.0003322815,0.000027508804,6.900847e-7,0.12745018,0.0028216955,0.0010100259,0.22031917],"study_design_scores_gemma":[0.00799142,0.005217639,0.8897428,0.000014164065,0.00011735748,0.0003839896,0.000003182744,0.0015168487,0.02991628,0.0022703595,0.06265101,0.00017495976],"about_ca_topic_score_codex":0.00001088083,"about_ca_topic_score_gemma":0.000019823014,"teacher_disagreement_score":0.2459507,"about_ca_system_score_codex":0.0000015898657,"about_ca_system_score_gemma":0.000044743378,"threshold_uncertainty_score":0.99961245},"labels":[],"label_agreement":null},{"id":"W2747133537","doi":"10.1055/s-0046-1819668","title":"Snoring: the silent signal in sleep medicine","year":2011,"lang":"en","type":"article","venue":"Sleep Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Polysomnography; Medicine; Obstructive sleep apnea; Population; Medical school; Demography; Cartography; Geography; Apnea; Cardiology; Internal medicine; Medical education; Sociology; Environmental health","score_opus":0.06411593048848796,"score_gpt":0.32349219743823876,"score_spread":0.2593762669497508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747133537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92634046,0.00024143842,0.0006975943,0.0023295835,0.00046898724,0.0006268634,0.0000010907023,0.000049748647,0.06924424],"genre_scores_gemma":[0.9987198,0.000008467696,0.0005821641,0.0003241041,0.00016325295,0.00003233259,7.445654e-7,0.000012538878,0.00015656465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99707025,0.00006354613,0.0002919687,0.00050195877,0.0013762147,0.0006960751],"domain_scores_gemma":[0.9986962,0.000110342946,0.00006340966,0.0006020594,0.00023663745,0.0002913128],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019818929,0.00015012929,0.00021771714,0.00040872014,0.00021983593,0.000018947718,0.00075314485,0.000043851847,0.0015217803],"category_scores_gemma":[0.00055018236,0.000087972985,0.000045405937,0.0019364997,0.0026819827,0.00023773892,0.0002655775,0.00042668902,0.00018157059],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045716166,0.0006584934,0.50123274,0.00007348392,0.00006237971,0.00046387635,0.016962608,0.0000337822,0.18860565,0.0227503,0.00017038388,0.26852915],"study_design_scores_gemma":[0.0020008266,0.00077263126,0.9329562,0.00008041517,0.000039578008,0.00010883674,0.0027840177,0.008282138,0.050343815,0.0015931618,0.0008237384,0.00021460242],"about_ca_topic_score_codex":0.00031359552,"about_ca_topic_score_gemma":0.000037627033,"teacher_disagreement_score":0.43172354,"about_ca_system_score_codex":0.0002479668,"about_ca_system_score_gemma":0.0000873605,"threshold_uncertainty_score":0.99939096},"labels":[],"label_agreement":null},{"id":"W2747636168","doi":"10.1161/01.cir.0000154540.62381.cf","title":"Age-Dependent Associations Between Sleep-Disordered Breathing and Hypertension","year":2005,"lang":"en","type":"article","venue":"Circulation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":342,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Case Western Reserve University; University of Washington; Strong; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Medicine; Sleep disordered breathing; Sleep (system call); Cardiology; Internal medicine; Breathing; Obstructive sleep apnea; Anesthesia","score_opus":0.04057245357175514,"score_gpt":0.3012386350325416,"score_spread":0.26066618146078646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747636168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931881,0.00014946917,0.0029685122,0.0017863386,0.000041994244,0.0003373858,0.000009432437,0.000078162106,0.0014405962],"genre_scores_gemma":[0.9981442,0.0000064895885,0.0012488717,0.00008609625,0.0002939599,0.0000066296493,0.00014299055,0.000020004849,0.00005073442],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989789,0.00005079165,0.00019327835,0.0002273488,0.00036572135,0.00018396684],"domain_scores_gemma":[0.99943906,0.00009192158,0.00006061186,0.000166417,0.00013768165,0.00010432567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023252565,0.000087814384,0.00018227658,0.00013314781,0.00015670156,0.00003467969,0.00003277202,0.00010154622,0.000045646673],"category_scores_gemma":[0.00024394685,0.00008774199,0.000041309504,0.0001456196,0.000035217472,0.0001753693,0.0000353701,0.00017353751,0.00005439822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001023388,0.000056064295,0.798966,0.000016941638,0.00007944074,0.000015304515,0.00041633038,0.00011346391,0.0212202,0.00020028216,0.000019249672,0.17888652],"study_design_scores_gemma":[0.0011014505,0.000018264956,0.9889648,0.000012954607,0.000090034126,0.000026228397,0.00006414022,0.008578873,0.00059840636,0.00030678953,0.00015387262,0.000084198524],"about_ca_topic_score_codex":0.00005614659,"about_ca_topic_score_gemma":0.000014324054,"teacher_disagreement_score":0.18999882,"about_ca_system_score_codex":0.00021735937,"about_ca_system_score_gemma":0.0000135496675,"threshold_uncertainty_score":0.35780144},"labels":[],"label_agreement":null},{"id":"W2747869635","doi":"10.1002/lary.26834","title":"Constructing a patient‐specific computer model of the upper airway in sleep apnea patients","year":2017,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Lawson Health Research Institute","keywords":"Airway; Obstructive sleep apnea; Sleep apnea; Finite element method; Medicine; Soft palate; Hyperelastic material; Surgery; Computer science; Biomedical engineering; Anesthesia; Physics","score_opus":0.023158342863416437,"score_gpt":0.2725708370247351,"score_spread":0.24941249416131867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747869635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98805416,0.00005942405,0.0003401066,0.0012266515,0.00037268022,0.0008711668,0.000028939177,0.000015120997,0.009031767],"genre_scores_gemma":[0.9981475,0.0000051577617,0.0014185132,0.0001938569,0.00008440555,0.000020732643,0.0000056384993,0.000030563268,0.000093646944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982363,0.00013447227,0.00036481683,0.00028874652,0.0005855422,0.0003901531],"domain_scores_gemma":[0.99807215,0.00009734908,0.0002540397,0.0012863176,0.00021260997,0.00007754858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027880914,0.00017432905,0.00033077845,0.00008255451,0.00033436072,0.000051980824,0.00068237045,0.000081917206,0.000088804554],"category_scores_gemma":[0.0001581747,0.00009763578,0.0001271913,0.00014037282,0.0006601974,0.00016049936,0.0007327075,0.00048463562,0.00003862172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002634133,0.00029317173,0.8569392,0.00006637199,0.0000810811,0.000006269131,0.0016889455,0.00020085182,0.0021325038,0.001361228,0.00023890796,0.13672803],"study_design_scores_gemma":[0.0076756463,0.0005143132,0.7125068,0.00036535453,0.0000849582,0.000024686879,0.0008447582,0.24810514,0.028170189,0.0007856064,0.0005124502,0.00041014072],"about_ca_topic_score_codex":0.00008479054,"about_ca_topic_score_gemma":0.000027495847,"teacher_disagreement_score":0.24790429,"about_ca_system_score_codex":0.00011302631,"about_ca_system_score_gemma":0.000034533514,"threshold_uncertainty_score":0.39814714},"labels":[],"label_agreement":null},{"id":"W2748061144","doi":"10.1164/rccm.201708-1591ed","title":"Can Treatment of Obstructive Sleep Apnea with Continuous Positive Airway Pressure Still Improve Kidney Outcomes?","year":2017,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alberta Kidney Disease Network; University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Sleep apnea; Intensive care medicine; Airway; Positive airway pressure; Cardiology; Anesthesia","score_opus":0.014205531225363109,"score_gpt":0.31103687204554603,"score_spread":0.2968313408201829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748061144","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28616783,0.016615774,0.00037049485,0.6866354,0.0018971164,0.0026753806,0.002472405,0.000052426494,0.003113213],"genre_scores_gemma":[0.92913675,0.000048572063,0.00040984352,0.06626458,0.003748535,0.000030594405,0.000052189087,0.00012249699,0.0001864329],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954013,0.0004876229,0.0010223653,0.0006632297,0.0016880422,0.00073742383],"domain_scores_gemma":[0.9922785,0.0010857356,0.0012474649,0.0008375892,0.0035007272,0.0010499835],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000296295,0.00075772364,0.0033335465,0.0005327827,0.00016339471,0.000035505003,0.00037998077,0.00038842164,0.00010809323],"category_scores_gemma":[0.0023306413,0.00045286323,0.00036683684,0.000197255,0.007439742,0.00014417504,0.00007602237,0.0021325327,0.0000011787297],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013654758,0.00095559086,0.22737345,0.005691782,0.014168425,0.06334423,0.016601637,0.0000015659205,0.0047605117,0.00024675194,0.021482304,0.631719],"study_design_scores_gemma":[0.036444265,0.37269774,0.09668537,0.005888163,0.026549483,0.006695028,0.03378402,0.000018060993,0.009411494,0.00015910239,0.40940216,0.002265121],"about_ca_topic_score_codex":0.0002511929,"about_ca_topic_score_gemma":0.00000648841,"teacher_disagreement_score":0.6429689,"about_ca_system_score_codex":0.00033449222,"about_ca_system_score_gemma":0.0005598919,"threshold_uncertainty_score":0.99979234},"labels":[],"label_agreement":null},{"id":"W2748759074","doi":"10.1213/ane.0000000000002344","title":"Association of STOP-Bang Questionnaire as a Screening Tool for Sleep Apnea and Postoperative Complications: A Systematic Review and Bayesian Meta-analysis of Prospective and Retrospective Cohort Studies","year":2017,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Victoria Hospital; Toronto Western Hospital; London Health Sciences Centre; University of Toronto; University Health Network; Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Meta-analysis; Odds ratio; MEDLINE; Perioperative; Sleep apnea; Cohort study; Polysomnography; Systematic review; Internal medicine; Retrospective cohort study; Surgery; Apnea","score_opus":0.08432377338555297,"score_gpt":0.4005884418849279,"score_spread":0.31626466849937496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748759074","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018270987,0.987165,0.00053398317,0.0012297307,0.0000045326265,0.010744812,0.000088177934,0.00002170953,0.000029362662],"genre_scores_gemma":[0.010069644,0.9855372,0.0010318969,0.00012619683,0.000015860887,0.0028304232,0.000106803986,0.000060252343,0.00022176853],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9958294,0.00081312424,0.0014647566,0.0009027599,0.00069441565,0.0002955543],"domain_scores_gemma":[0.99305046,0.0009731672,0.0026609264,0.00084015634,0.0023444744,0.00013080947],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027045566,0.0005957636,0.010872782,0.0007042442,0.00032124468,0.0000657031,0.00019883137,0.00027121633,0.0000095088835],"category_scores_gemma":[0.003544165,0.00042885053,0.0012327525,0.0007893512,0.00044738856,0.0002444531,0.0000878218,0.00034069052,7.762296e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039374856,0.000098258904,0.022703996,0.520275,0.4478095,0.000023091246,0.0005914358,2.0575162e-7,9.4165944e-7,0.002331202,0.000022281538,0.0061047073],"study_design_scores_gemma":[0.00043321736,0.00046714372,0.03999499,0.044195626,0.9134366,0.00027463026,0.0002462043,0.00014766102,0.0000023721293,0.00013518517,0.00027153114,0.00039487684],"about_ca_topic_score_codex":0.000078234465,"about_ca_topic_score_gemma":0.000025949534,"teacher_disagreement_score":0.4760794,"about_ca_system_score_codex":0.000391482,"about_ca_system_score_gemma":0.000096982716,"threshold_uncertainty_score":0.99981636},"labels":[],"label_agreement":null},{"id":"W2749475778","doi":"10.1002/lary.26759","title":"Upper airway surgery for obstructive sleep apnea reduces blood pressure","year":2017,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Blood pressure; Body mass index; Septoplasty; Anesthesia; Respiratory disturbance index; Prospective cohort study; Airway; Oxygen saturation; Apnea; Diastole; Sleep apnea; Surgery; Internal medicine; Polysomnography; Nose; Oxygen","score_opus":0.029235384298621117,"score_gpt":0.3105169442551298,"score_spread":0.2812815599565087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749475778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972813,0.00222499,0.0001915906,0.009807483,0.00094638974,0.0019472549,0.00011755474,0.00011022682,0.011841527],"genre_scores_gemma":[0.99284095,0.000039776074,0.00084470445,0.00022373808,0.0009644651,0.00025292035,0.000028357274,0.00007862766,0.0047264528],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99783146,0.00011924054,0.00030746363,0.0005220026,0.0005321762,0.0006876403],"domain_scores_gemma":[0.997045,0.00063850515,0.00024004794,0.0015074628,0.00035648985,0.00021253238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077897415,0.00027768887,0.00055246404,0.00011318334,0.0010456415,0.00018075704,0.00069425086,0.00016069776,0.0004008306],"category_scores_gemma":[0.0016367576,0.000182698,0.00030633435,0.00010807573,0.0006599056,0.0003358037,0.0003209072,0.00043181088,0.0001179443],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008232871,0.0021818087,0.25847512,0.0021470576,0.015513521,0.00039274548,0.005098691,0.000026821517,0.30006757,0.007332225,0.025245178,0.3752864],"study_design_scores_gemma":[0.0050571836,0.000648009,0.38407475,0.00023114821,0.0031919477,0.00025905902,0.0007073702,0.0015112896,0.55617875,0.0019187855,0.045454014,0.00076769537],"about_ca_topic_score_codex":0.000100980076,"about_ca_topic_score_gemma":0.000010075039,"teacher_disagreement_score":0.3745187,"about_ca_system_score_codex":0.000025240282,"about_ca_system_score_gemma":0.000080308215,"threshold_uncertainty_score":0.80423343},"labels":[],"label_agreement":null},{"id":"W2750938863","doi":"10.25011/cim.v40i4.28494","title":"The association of HLA-DQB1*0602 but not HLA-DRB1*15 with obstructive sleep apnea","year":2017,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Human leukocyte antigen; Association (psychology); Sleep apnea; Internal medicine; Immunology; Psychology; Antigen","score_opus":0.11479940688550506,"score_gpt":0.36998297757884135,"score_spread":0.2551835706933363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750938863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9298704,0.0003019824,0.00013732664,0.06144472,0.00065822667,0.000787105,0.00002626567,0.000034426706,0.006739547],"genre_scores_gemma":[0.99508107,0.00014629349,0.0006772858,0.00086763606,0.000989495,0.00003692778,0.000017328499,0.00003334055,0.0021506373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99651116,0.00037551209,0.0009449215,0.00060043,0.0010884559,0.00047951256],"domain_scores_gemma":[0.99446523,0.0018055949,0.0010719196,0.0009029363,0.0011389984,0.00061533425],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0024386405,0.00030209808,0.00100102,0.00008488973,0.00072323566,0.000046111887,0.00041285076,0.00024039324,0.00006759611],"category_scores_gemma":[0.024037892,0.00015938566,0.00012352642,0.00018624852,0.023293473,0.00025863937,0.00025533466,0.001063788,0.000022685179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000961818,0.00013026998,0.93716085,0.00011050893,0.0007600559,0.0000417782,0.0007219759,4.2978058e-7,0.0055090394,0.012177217,0.0008396345,0.04158642],"study_design_scores_gemma":[0.006531263,0.0026427333,0.9660116,0.0002673221,0.00037340162,0.000020976771,0.0013346018,0.00046007198,0.009188056,0.009627793,0.0033509627,0.00019123609],"about_ca_topic_score_codex":0.00017961217,"about_ca_topic_score_gemma":0.00007534622,"teacher_disagreement_score":0.065210655,"about_ca_system_score_codex":0.00009729964,"about_ca_system_score_gemma":0.000119107,"threshold_uncertainty_score":0.9841831},"labels":[],"label_agreement":null},{"id":"W2751519794","doi":"10.1111/joor.12552","title":"Depressive symptoms account for differences between self‐reported versus polysomnographic assessment of sleep quality in women with myofascial <scp>TMD</scp>","year":2017,"lang":"en","type":"article","venue":"Journal of Oral Rehabilitation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"National Institute of Dental and Craniofacial Research; National Institutes of Health","keywords":"Pittsburgh Sleep Quality Index; Sleep Bruxism; Sleep quality; Physical therapy; Polysomnography; Research Diagnostic Criteria; Medicine; Depression (economics); Myofascial pain; Depressive symptoms; Sleep (system call); Sleep onset latency; Sleep disorder; Confounding; Clinical psychology; Psychology; Physical medicine and rehabilitation; Chronic pain; Psychiatry; Insomnia; Cognition; Internal medicine; Electromyography; Electroencephalography","score_opus":0.04404020702392827,"score_gpt":0.39744481043296076,"score_spread":0.3534046034090325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751519794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974588,0.000031201926,0.0007248711,0.0006610271,0.00022229587,0.00077491655,0.000020080419,0.000009369161,0.00009739632],"genre_scores_gemma":[0.99027556,0.0000068202407,0.009482355,0.0000060552125,0.00014813546,0.000053404776,0.0000045745887,0.000018559746,0.0000045516267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969714,0.00023445184,0.001004137,0.0002521445,0.0011856641,0.00035217943],"domain_scores_gemma":[0.99412185,0.0019559243,0.0018238252,0.0004174356,0.0014770605,0.00020388473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022906333,0.00017705862,0.0007539824,0.0005061249,0.00014360725,0.00006808226,0.00028655137,0.00012937858,0.000008375928],"category_scores_gemma":[0.005509561,0.00012910223,0.0001727058,0.00024369636,0.00035271954,0.0005920075,0.000056531928,0.0003892272,3.033627e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001527437,0.00038657326,0.9769078,0.00020805118,0.0009151967,0.000008327209,0.0019095585,0.00001470553,0.0030801084,0.00011495479,0.000007936615,0.014919359],"study_design_scores_gemma":[0.009669689,0.0075630345,0.9784642,0.00015361451,0.0002752385,0.0000058819614,0.0023798204,0.00023442949,0.00044384878,0.00071737415,0.000031190822,0.00006169478],"about_ca_topic_score_codex":0.00010582082,"about_ca_topic_score_gemma":0.00005713895,"teacher_disagreement_score":0.014857665,"about_ca_system_score_codex":0.00056411244,"about_ca_system_score_gemma":0.0003058016,"threshold_uncertainty_score":0.6595857},"labels":[],"label_agreement":null},{"id":"W2751531631","doi":"10.1016/j.ijporl.2017.08.029","title":"Design and validation of key text messages (Tonsil-Text-To-Me) to improve parent and child perioperative tonsillectomy experience: A modified Delphi study","year":2017,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Tonsillectomy; Medicine; Delphi method; Perioperative; Delphi; Protocol (science); Tonsil; Pediatrics; Alternative medicine; Surgery; Artificial intelligence","score_opus":0.0325389560161011,"score_gpt":0.35415822585261825,"score_spread":0.3216192698365171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751531631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919224,0.00032625222,0.004314762,0.0016042779,0.00058230694,0.00107507,0.000012118742,0.0000074977165,0.00015533961],"genre_scores_gemma":[0.9966238,0.00012730088,0.0023879132,0.00009580335,0.00064271444,0.000047870486,0.0000018018901,0.00002057327,0.000052216816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976947,0.00023737356,0.0006592071,0.00035873282,0.0008022792,0.00024771545],"domain_scores_gemma":[0.9971926,0.00026626285,0.0005348654,0.00028729666,0.0013957898,0.00032318023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072093704,0.00020904357,0.00050516316,0.00078007637,0.00020559048,0.00012996029,0.00049397704,0.000101880905,0.00006247929],"category_scores_gemma":[0.0017366554,0.00017231509,0.00007148894,0.00012384367,0.00016519909,0.0003793153,0.00038241738,0.00037329743,0.000004973052],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035314118,0.0009702475,0.9191726,0.000042140564,0.00085739867,0.0004446184,0.032033898,0.00018334732,0.03699239,0.00025937875,0.0000947497,0.0054178215],"study_design_scores_gemma":[0.006629743,0.0049309023,0.96739566,0.000044820084,0.000269037,0.0007841177,0.00346116,0.0004923794,0.015597181,0.00008158324,0.000057569378,0.0002558679],"about_ca_topic_score_codex":0.000101914964,"about_ca_topic_score_gemma":0.000008066646,"teacher_disagreement_score":0.04822304,"about_ca_system_score_codex":0.00013895193,"about_ca_system_score_gemma":0.00013915746,"threshold_uncertainty_score":0.7026805},"labels":[],"label_agreement":null},{"id":"W2753283383","doi":"10.1183/13993003.01516-2017","title":"SERVE-HF on-treatment analysis: does the on-treatment analysis SERVE its purpose?","year":2017,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Toronto Rehabilitation Institute; Toronto General Hospital","funders":"","keywords":"Computer science","score_opus":0.0730722422486767,"score_gpt":0.342354058716076,"score_spread":0.2692818164673993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753283383","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43842235,0.0061626607,0.00012644571,0.48022804,0.003333869,0.0051447935,0.0016398844,0.00040103972,0.06454091],"genre_scores_gemma":[0.38918987,0.0015362368,0.00023287513,0.45019904,0.060365222,0.00029877305,0.0011664573,0.0014425584,0.09556898],"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","domain_scores_codex":[0.98828363,0.004257771,0.0014316967,0.0016387466,0.0029054545,0.0014826943],"domain_scores_gemma":[0.99166036,0.0005671991,0.0016853762,0.0043371813,0.00095395325,0.00079594314],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002182213,0.001576582,0.0025110585,0.0031596082,0.0017975203,0.0012129049,0.0018481939,0.00048007813,0.0022547112],"category_scores_gemma":[0.00040552553,0.00073725806,0.004247149,0.0015057239,0.0004076595,0.00020607916,0.00029095067,0.004584772,0.00270032],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022248677,0.0026475703,0.084647365,0.00025544272,0.33803022,0.2148317,0.0016879394,0.0015949575,0.00048008762,0.000034565288,0.2830609,0.070504375],"study_design_scores_gemma":[0.0034148686,0.0044448506,0.07627071,0.00020155206,0.0338118,0.0002551128,0.000114335264,0.00010727948,0.00077643717,0.0000087611725,0.8798223,0.0007719962],"about_ca_topic_score_codex":0.00004630096,"about_ca_topic_score_gemma":0.00011709646,"teacher_disagreement_score":0.5967614,"about_ca_system_score_codex":0.0030078085,"about_ca_system_score_gemma":0.0004112488,"threshold_uncertainty_score":0.9998239},"labels":[],"label_agreement":null},{"id":"W2753312865","doi":"10.1016/j.jpurol.2017.07.016","title":"The role of adenotonsillectomy in the treatment of primary nocturnal enuresis in children: A systematic review","year":2017,"lang":"en","type":"review","venue":"Journal of Pediatric Urology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre","funders":"","keywords":"Medicine; Enuresis; Nocturnal; Pediatrics; Internal medicine","score_opus":0.03579634149617632,"score_gpt":0.3559076008898944,"score_spread":0.3201112593937181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753312865","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008352826,0.99545115,7.566445e-7,0.0002031396,0.00010777601,0.0031902208,0.000013811215,0.0000012151525,0.0001966548],"genre_scores_gemma":[0.0011663914,0.99806017,0.000028359103,0.00003244622,0.00056356355,0.000102139864,0.0000048546826,0.00002793309,0.000014124076],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937499,0.0021088144,0.002736673,0.0002013436,0.00083688035,0.00036637162],"domain_scores_gemma":[0.99218565,0.0021988752,0.0044089872,0.00083277194,0.00028484213,0.0000888999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029578723,0.00034235723,0.0047791647,0.0009431371,0.000059792004,0.0000129536065,0.0009872478,0.00028756916,0.000015886293],"category_scores_gemma":[0.0018143114,0.00014705643,0.0011044514,0.000608956,0.00019566565,0.000045953835,0.00006109696,0.001043744,0.0000047646563],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039312316,0.0023982932,0.014103301,0.5552595,0.004817709,0.00067117496,0.0005264524,5.9532965e-7,0.0000015028969,0.000047102254,0.00021720809,0.421564],"study_design_scores_gemma":[0.02282506,0.028331472,0.06005526,0.216755,0.22737056,0.05617108,0.00032989195,0.000014240502,0.0000069424887,0.0005585852,0.38609532,0.0014865831],"about_ca_topic_score_codex":0.000026460742,"about_ca_topic_score_gemma":0.000011182269,"teacher_disagreement_score":0.4200774,"about_ca_system_score_codex":0.00037069284,"about_ca_system_score_gemma":0.000889231,"threshold_uncertainty_score":0.5996787},"labels":[],"label_agreement":null},{"id":"W2754212993","doi":"10.5664/jcsm.6718","title":"Insulin Resistance and Hypertension in Obese Youth With Sleep-Disordered Breathing Treated With Positive Airway Pressure: A Prospective Multicenter Study","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; Montreal Children's Hospital; University of Alberta; University of Calgary; McGill University; Children's Hospital of Eastern Ontario; Stollery Children's Hospital; University of Ottawa","funders":"","keywords":"Medicine; Insulin resistance; Sleep disordered breathing; Continuous positive airway pressure; Prospective cohort study; Sleep (system call); Positive airway pressure; Blood pressure; Breathing; Internal medicine; Cardiology; Obesity; Resistant hypertension; Airway; Anesthesia; Obstructive sleep apnea","score_opus":0.041236412320045164,"score_gpt":0.36083257407300084,"score_spread":0.3195961617529557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754212993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99228495,0.0011655219,0.00013521579,0.0035331424,0.00013323,0.0017696231,0.00000943964,0.000015955104,0.0009529113],"genre_scores_gemma":[0.9981073,0.00016613143,0.0008378822,0.00016769789,0.0004860104,0.000013268147,0.0000036767412,0.000053275053,0.00016473653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955544,0.0004899785,0.0015215816,0.0006083306,0.0013797763,0.000445949],"domain_scores_gemma":[0.9949804,0.0008116686,0.0013812367,0.00068988017,0.0015650671,0.0005717756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026699314,0.00036932426,0.0018043623,0.00031166236,0.00024583936,0.00005548778,0.00033113407,0.00018346829,0.000033594766],"category_scores_gemma":[0.005350631,0.00019737831,0.00010520036,0.00027140233,0.0010758847,0.00044683056,0.00013681475,0.0017191719,0.0000019824847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.046929568,0.0027692993,0.9302154,0.000082219405,0.001114987,0.0040216255,0.0038836442,0.000008193932,0.00015075272,0.000005894609,0.000012734476,0.010805641],"study_design_scores_gemma":[0.06571519,0.015638655,0.9075597,0.0021868849,0.0014059243,0.00023477014,0.006186846,0.00070770533,0.00012641576,0.000019009274,0.000024273675,0.00019462487],"about_ca_topic_score_codex":0.00034889515,"about_ca_topic_score_gemma":0.0006044162,"teacher_disagreement_score":0.022655733,"about_ca_system_score_codex":0.00010553235,"about_ca_system_score_gemma":0.00009091938,"threshold_uncertainty_score":0.8048854},"labels":[],"label_agreement":null},{"id":"W2754694764","doi":"10.1513/annalsats.201706-472oc","title":"Facilitators and Barriers to Positive Airway Pressure Adherence for Adolescents. A Qualitative Study","year":2017,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children; University of Toronto","keywords":"Medicine; Thematic analysis; Qualitative research; Obstructive sleep apnea; Continuous positive airway pressure; Troubleshooting; Physical therapy","score_opus":0.09933992351316219,"score_gpt":0.4819133325147961,"score_spread":0.38257340900163395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754694764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99270386,0.000107040796,0.00027441944,0.0042208885,0.00005740734,0.0022185785,0.00031298358,0.000015720558,0.00008912894],"genre_scores_gemma":[0.9976623,0.00001562874,0.0009654707,0.0008787329,0.000038513823,0.00012939288,0.0000012683923,0.000022320257,0.0002863708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981567,0.00033125823,0.00022962624,0.00041602415,0.0004984518,0.00036789876],"domain_scores_gemma":[0.99756473,0.0002305105,0.00038537485,0.0008275372,0.0006190067,0.00037281957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010056259,0.00018623706,0.0004971575,0.000031327796,0.00054873375,0.00004087019,0.00046552438,0.000036985635,0.000011185659],"category_scores_gemma":[0.0023164817,0.00013249468,0.00030925265,0.00019201376,0.0014780159,0.000120290526,0.00037163004,0.00022830724,0.0000029643047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045284186,0.0004936488,0.5461795,0.0005685451,0.002504044,0.000003810962,0.3251925,0.0000055368287,0.0076757367,0.00006322045,0.0039162855,0.10886877],"study_design_scores_gemma":[0.00092640694,0.0032903925,0.6980201,0.00021024999,0.00023321604,0.0000021262174,0.28278643,0.00013010859,0.013764817,0.0001848761,0.00023338606,0.00021788814],"about_ca_topic_score_codex":0.00050444645,"about_ca_topic_score_gemma":0.000016189479,"teacher_disagreement_score":0.15184063,"about_ca_system_score_codex":0.000024884337,"about_ca_system_score_gemma":0.000087929,"threshold_uncertainty_score":0.5445811},"labels":[],"label_agreement":null},{"id":"W2754810003","doi":"10.1183/13993003.00345-2017","title":"Predicting epiglottic collapse in patients with obstructive sleep apnoea","year":2017,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; National Institutes of Health; American Thoracic Society; National Heart, Lung, and Blood Institute; Fundação de Amparo à Pesquisa do Estado de São Paulo; Brigham and Women's Hospital; National Health and Medical Research Council; Natural Sciences and Engineering Research Council of Canada; Harvard Catalyst; Philips; Medical Research Council; American Heart Association","keywords":"Medicine; Airway; Epiglottis; Endoscopy; Anesthesia; Larynx; Surgery","score_opus":0.023669766278960436,"score_gpt":0.281247434015022,"score_spread":0.25757766773606156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754810003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732641,0.00009170022,0.00005161205,0.00011198117,0.00034164503,0.0004680107,0.000008854524,0.000033182972,0.025628945],"genre_scores_gemma":[0.99852574,0.0000023632645,0.00051873823,0.00017975637,0.0005598066,0.000003708617,0.000002089654,0.00009469367,0.000113119284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99697584,0.0005464576,0.00051674794,0.0004043564,0.0009580347,0.0005985686],"domain_scores_gemma":[0.99754024,0.00006446896,0.00051629933,0.0008092739,0.00057769346,0.0004920284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012901798,0.00025640312,0.00036602607,0.0003599202,0.00080615556,0.0002971563,0.0005353245,0.000054713106,0.0001586815],"category_scores_gemma":[0.0013339425,0.0001994614,0.00009196979,0.00016493569,0.0003769497,0.00052104756,0.00023918145,0.0012272053,0.00014169647],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093119685,0.00017449397,0.97183365,0.000023675202,0.00011875968,0.0015198322,0.00025763252,0.000015520889,0.0003441857,0.000023327326,0.00004589445,0.024711834],"study_design_scores_gemma":[0.008979329,0.0010867034,0.9875394,0.00019876922,0.00004969949,0.000111673624,0.00018024637,0.000055621185,0.00023991878,0.000016807797,0.0013456384,0.00019617184],"about_ca_topic_score_codex":0.0000050575686,"about_ca_topic_score_gemma":0.000009438781,"teacher_disagreement_score":0.025515825,"about_ca_system_score_codex":0.00035846626,"about_ca_system_score_gemma":0.00010472829,"threshold_uncertainty_score":0.81337994},"labels":[],"label_agreement":null},{"id":"W2754843937","doi":"10.5664/jcsm.6636","title":"Treatment of PTSD-Related OSA With CPAP is Associated With Only a Modest Improvement in PTSD: Possible Adjunctive Treatment With Mood Stabilizers","year":2017,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Mood; Obstructive sleep apnea; Continuous positive airway pressure; Psychiatry; Adjunctive treatment; Oral appliance; Clinical psychology; Internal medicine","score_opus":0.05981253802482454,"score_gpt":0.38256596474525284,"score_spread":0.3227534267204283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754843937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8172155,0.00081291277,0.00006147265,0.17587532,0.0004555731,0.0031603784,0.00017404596,0.00002971203,0.002215108],"genre_scores_gemma":[0.98227644,0.001111586,0.0008493702,0.0097262105,0.0026980862,0.00011465,0.00032887227,0.0003064055,0.002588396],"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.9893782,0.0006535013,0.00394677,0.001150774,0.0037003972,0.0011703561],"domain_scores_gemma":[0.9869342,0.002166743,0.00609617,0.0015049917,0.0024510843,0.00084684626],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0017297245,0.0012762405,0.006386949,0.0009985649,0.00014669055,0.0000380117,0.0005831711,0.0013341121,0.00042865652],"category_scores_gemma":[0.0011304371,0.00060981384,0.000717494,0.00068657764,0.002164941,0.00026867806,0.00006744184,0.0036630165,0.0000063357215],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08860034,0.021927183,0.5799291,0.0008470767,0.05713042,0.05737229,0.006479075,0.00012152244,0.00050598494,0.00001299943,0.0090913465,0.17798266],"study_design_scores_gemma":[0.25937212,0.562044,0.13545196,0.010337844,0.015580342,0.0025295645,0.0020951023,0.0007405059,0.00088742777,0.00011532934,0.00956807,0.0012776993],"about_ca_topic_score_codex":0.0012723003,"about_ca_topic_score_gemma":0.001057966,"teacher_disagreement_score":0.54011685,"about_ca_system_score_codex":0.0028990998,"about_ca_system_score_gemma":0.0024397585,"threshold_uncertainty_score":0.9999989},"labels":[],"label_agreement":null},{"id":"W2755022668","doi":"10.1109/embc.2017.8037674","title":"Detecting obstructive sleep apnea in children by self-affine visualization of oximetry","year":2017,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Mitacs; BC Children's Hospital","keywords":"Obstructive sleep apnea; Visualization; Medicine; Computer science; Sleep apnea; Cardiology; Artificial intelligence","score_opus":0.011202918194474555,"score_gpt":0.3089392293801555,"score_spread":0.29773631118568095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755022668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865277,0.00006686806,0.0028905503,0.00008499632,0.00006981573,0.0005785893,0.000008590742,0.00006610393,0.009706821],"genre_scores_gemma":[0.9974503,0.0000046321584,0.0022422331,0.000021536518,0.00008351045,0.000012257116,0.000022279037,0.00003370321,0.00012954266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984894,0.000061489845,0.0003419527,0.00034548863,0.00044134582,0.00032032386],"domain_scores_gemma":[0.99879265,0.000071414506,0.00022488259,0.00058198423,0.0002171389,0.000111928224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031666041,0.00015814767,0.00034252767,0.000271781,0.00014746758,0.000035973033,0.00024861007,0.00012974045,0.0002488521],"category_scores_gemma":[0.0008466901,0.00014321366,0.00006716687,0.0002504495,0.00013416096,0.0002547584,0.0001865728,0.00023779323,0.000019563544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087659355,0.0001911608,0.90181047,0.000041373234,0.0001530742,0.0000039584506,0.0001629155,0.000002385546,0.04979579,0.0002891389,0.000011671974,0.047450412],"study_design_scores_gemma":[0.0023034692,0.00016395848,0.75786716,0.00001697354,0.00004136232,0.000027254384,0.00017274993,0.004957838,0.23424272,0.00006877662,0.000013461328,0.00012427148],"about_ca_topic_score_codex":0.00045032054,"about_ca_topic_score_gemma":0.000027652468,"teacher_disagreement_score":0.18444693,"about_ca_system_score_codex":0.00015269524,"about_ca_system_score_gemma":0.000017135022,"threshold_uncertainty_score":0.58400834},"labels":[],"label_agreement":null},{"id":"W2755107642","doi":"10.1007/978-3-319-28100-1_40-1","title":"Orofacial Pain and Sleep","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal; University of Toronto","funders":"","keywords":"Orofacial pain; Sleep (system call); Medicine; Psychology; Physical therapy; Computer science","score_opus":0.03079545029506538,"score_gpt":0.3020051728365688,"score_spread":0.27120972254150344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755107642","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000110071865,0.00049596716,0.00020070845,0.0007390308,0.00013934975,0.0004517928,0.000018434528,0.00005089551,0.99779373],"genre_scores_gemma":[0.012174956,0.000073499876,0.00051611516,0.0002491387,0.0005829447,0.0000062082677,0.00003762003,0.00006906671,0.98629045],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988036,0.000015249809,0.00015780686,0.0003701079,0.0004266066,0.00022659118],"domain_scores_gemma":[0.9989091,0.00007736357,0.000076680706,0.0005660161,0.00014237415,0.00022843407],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038263234,0.00023111534,0.00041170637,0.00014293948,0.000112868205,0.000041731113,0.000119248165,0.00034626474,0.0057227225],"category_scores_gemma":[0.00025576164,0.00018582429,0.00009549389,0.0000036432948,0.00033322803,0.000041616717,0.00016922377,0.0005053527,0.00044330477],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013783634,0.000014694857,0.0010841588,0.00018623257,0.0004050455,0.00040553065,0.000041738473,8.651597e-9,0.00014186387,0.10267134,0.0024773101,0.89243424],"study_design_scores_gemma":[0.0015648484,0.00058628514,0.002865939,0.00014819235,0.00023245726,0.00010883848,0.000013380068,0.00015805462,0.00011328239,0.011109244,0.9826976,0.0004018798],"about_ca_topic_score_codex":0.000027012069,"about_ca_topic_score_gemma":0.00003164647,"teacher_disagreement_score":0.9802203,"about_ca_system_score_codex":0.00007139928,"about_ca_system_score_gemma":0.000036407127,"threshold_uncertainty_score":0.9951862},"labels":[],"label_agreement":null},{"id":"W2755228780","doi":"10.1111/resp.13144","title":"Treating <scp>OSA</scp>: <scp>C</scp>urrent and emerging therapies beyond <scp>CPAP</scp>","year":2017,"lang":"en","type":"review","venue":"Respirology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Oral appliance; Soft palate; Anesthesia; Mouthpiece; Airway; Surgery; Dentistry","score_opus":0.073826428537785,"score_gpt":0.3911556109354496,"score_spread":0.3173291823976646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755228780","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0247008,0.94225043,0.000057386234,0.00018234886,0.0011437497,0.0029742597,0.00016966846,0.00027490268,0.02824647],"genre_scores_gemma":[0.00094278523,0.9836874,0.00056486286,0.00024742298,0.0025660025,0.0006987017,0.00034474875,0.0004998223,0.010448262],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98939955,0.0016372404,0.0020317526,0.002555493,0.0014390165,0.0029369646],"domain_scores_gemma":[0.9839044,0.009887178,0.0019214608,0.002709342,0.0005178725,0.0010597494],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0023022208,0.0018979629,0.0058866628,0.0018363231,0.0010191033,0.00032313456,0.001481592,0.001958593,0.0000755798],"category_scores_gemma":[0.013239665,0.0015463745,0.0012745379,0.0007389615,0.0016030786,0.0003180398,0.001361217,0.0034731107,0.00052460993],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009917323,0.00027400206,0.0042902697,0.011041683,0.0025076044,0.00079793524,0.0018287939,9.990475e-7,0.00021401506,0.0006614231,0.0046234457,0.97374994],"study_design_scores_gemma":[0.0023666376,0.0011403238,0.002331821,0.0028808585,0.0021121132,0.0010646633,0.00094676716,0.000046943507,0.00006812523,0.00045361355,0.9864368,0.00015134898],"about_ca_topic_score_codex":0.00009185441,"about_ca_topic_score_gemma":0.000052260213,"teacher_disagreement_score":0.9818133,"about_ca_system_score_codex":0.00051070575,"about_ca_system_score_gemma":0.00058679096,"threshold_uncertainty_score":0.9993764},"labels":[],"label_agreement":null},{"id":"W2755527400","doi":"10.1016/j.jstrokecerebrovasdis.2017.08.015","title":"Evaluation of Cerebrovascular Reactivity in Subjects with and without Obstructive Sleep Apnea","year":2017,"lang":"en","type":"article","venue":"Journal of Stroke and Cerebrovascular Diseases","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Cerebral blood flow; Cardiology; Anesthesia; Hypercapnia; Polysomnography; Internal medicine; Apnea","score_opus":0.02137236625426273,"score_gpt":0.2987553826178454,"score_spread":0.27738301636358265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755527400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996301,0.0023442234,0.00015056173,0.00011030098,0.00005881636,0.00049302407,0.000017330014,0.0000046740156,0.0005200468],"genre_scores_gemma":[0.9991472,0.0001977922,0.00048268645,0.0000085653655,0.000112440444,0.000010018991,0.0000027300125,0.00002505196,0.000013529223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969403,0.000274563,0.0003925841,0.00029756303,0.0018330676,0.00026188724],"domain_scores_gemma":[0.99723864,0.00006716561,0.00057259767,0.0005481001,0.0012663892,0.0003070824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013910383,0.00021413132,0.00071322836,0.00032957393,0.00014955414,0.000074811906,0.00015849671,0.00008802045,0.00004091722],"category_scores_gemma":[0.0009903886,0.00015815125,0.0002240959,0.000099825964,0.0005026967,0.0006368381,0.00009807804,0.0003427312,6.6373065e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061073864,0.00027951776,0.92976224,0.00018685618,0.0013547036,0.000018586821,0.00017871834,0.000022167307,0.0029852625,0.000027200946,0.0000022338497,0.06457176],"study_design_scores_gemma":[0.010379957,0.0006536642,0.9770939,0.00023953966,0.0026188493,0.00037110224,0.0008817482,0.0009570233,0.00643425,0.0001970844,0.000024047964,0.00014883373],"about_ca_topic_score_codex":0.00015475445,"about_ca_topic_score_gemma":0.00007605278,"teacher_disagreement_score":0.06442293,"about_ca_system_score_codex":0.00013691492,"about_ca_system_score_gemma":0.0002154492,"threshold_uncertainty_score":0.6449221},"labels":[],"label_agreement":null},{"id":"W2756584220","doi":"","title":"A Risk Stratification Model for Adult Patients with Obstructive Sleep Apnea: Development and Evaluation","year":2014,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Institute for Clinical Evaluative Sciences","keywords":"Risk stratification; Obstructive sleep apnea; Medicine; Sleep apnea; Stratification (seeds); Internal medicine; Intensive care medicine; Cardiology; Biology","score_opus":0.01659297317145133,"score_gpt":0.27826469848672786,"score_spread":0.26167172531527655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756584220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97852093,0.0001050991,0.0122478735,0.000048949576,0.0000775488,0.0023568613,0.00006298986,0.000025596362,0.006554132],"genre_scores_gemma":[0.967552,0.000019718422,0.02910181,0.00000400307,0.000022741535,0.000013861816,0.0020350765,0.000032599306,0.0012181875],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982906,0.000070354836,0.00015282661,0.000493773,0.00077510433,0.00021734468],"domain_scores_gemma":[0.99590117,0.000060033923,0.00048196886,0.00028817973,0.0031289503,0.0001396849],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024182536,0.00023941931,0.00040408253,0.000098776996,0.00024260413,0.000012107908,0.00012304228,0.00024500632,0.00033862382],"category_scores_gemma":[0.00015246215,0.0002569478,0.000069993774,0.00005691457,0.000090595495,0.0002726451,0.00002392379,0.00017804278,0.0000029518096],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064938273,0.00031477187,0.012238134,0.0010273858,0.0010242885,9.114576e-7,0.043467436,0.00018627183,0.00031093697,0.00057680596,0.000049534046,0.9343097],"study_design_scores_gemma":[0.0049988236,0.0004056027,0.8063113,0.00010403529,0.0009514853,3.7170983e-7,0.01816432,0.16846748,0.00026655523,0.000055096894,0.000017779596,0.000257168],"about_ca_topic_score_codex":0.0036938128,"about_ca_topic_score_gemma":0.036615543,"teacher_disagreement_score":0.9340525,"about_ca_system_score_codex":0.00072320574,"about_ca_system_score_gemma":0.00021717895,"threshold_uncertainty_score":0.99998826},"labels":[],"label_agreement":null},{"id":"W2758236368","doi":"10.1016/j.smrv.2017.09.002","title":"Cranial base length in pediatric populations with sleep disordered breathing: A systematic review","year":2017,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Sleep disordered breathing; Obstructive sleep apnea; Grading (engineering); MEDLINE; Pediatrics; Physical therapy; Internal medicine","score_opus":0.16656849927019296,"score_gpt":0.4304445877807527,"score_spread":0.2638760885105597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758236368","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000014122794,0.9656565,0.00016020263,0.0009611395,0.00051338406,0.029580377,0.00004101052,0.00010792478,0.0029780245],"genre_scores_gemma":[0.000012207282,0.9916009,0.00065514236,0.0002963487,0.0013819018,0.0044526863,0.0007062309,0.0003037427,0.0005908735],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9870074,0.0026206917,0.005367491,0.0017416808,0.0020193185,0.0012434565],"domain_scores_gemma":[0.9897689,0.0006424476,0.0037747682,0.004494989,0.0004567206,0.00086216227],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0061327135,0.0017978295,0.018435646,0.0016776936,0.00032378832,0.00006508426,0.0014054278,0.00056315237,0.0005774308],"category_scores_gemma":[0.012708084,0.0010133514,0.0015179405,0.0023473857,0.00039895123,0.00030743357,0.00023556512,0.0025511205,0.00072449364],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013663867,0.00016987135,0.00012158336,0.660484,0.00022368871,0.0003975809,0.000057907997,4.9486918e-8,2.8472657e-8,0.000055934797,0.00042759278,0.33804804],"study_design_scores_gemma":[0.0017808168,0.0004263237,0.00006203598,0.70367837,0.029038189,0.0011755207,0.00001834833,0.000024307947,1.0632773e-8,0.000012833285,0.26309666,0.00068659807],"about_ca_topic_score_codex":0.00014782023,"about_ca_topic_score_gemma":0.00017644791,"teacher_disagreement_score":0.33736145,"about_ca_system_score_codex":0.00085511466,"about_ca_system_score_gemma":0.00041394352,"threshold_uncertainty_score":0.99975},"labels":[],"label_agreement":null},{"id":"W2759265544","doi":"10.1111/jsr.12610","title":"A comparison of two screening tools for paediatric obstructive sleep apnea","year":2017,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Toronto Rehabilitation Institute; University of Toronto; Ontario Centre of Excellence for Child and Youth Mental Health; University Health Network","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Sleep apnea; Pediatrics; Physical medicine and rehabilitation; Cardiology; Computer science","score_opus":0.19531517443371166,"score_gpt":0.48504163623336194,"score_spread":0.2897264617996503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759265544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97591233,0.001389482,0.015651878,0.0019852708,0.00043725414,0.001384618,0.000041788793,0.000012504083,0.0031848818],"genre_scores_gemma":[0.9741714,0.000034254455,0.024149189,0.000012850004,0.0014169475,0.000029877034,0.000005592012,0.000060021433,0.00011985605],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9940466,0.00035634864,0.0012138607,0.00037090058,0.0030238875,0.0009883669],"domain_scores_gemma":[0.98882586,0.0024714444,0.0011710176,0.00096432894,0.0059723444,0.0005950033],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005635332,0.00023932876,0.0011376619,0.001339516,0.00076774554,0.00031469564,0.0012547582,0.0001923421,0.00014959167],"category_scores_gemma":[0.012697834,0.00019627022,0.00053367636,0.00052631233,0.0009376671,0.0009912098,0.0005114038,0.0019568128,0.000018380611],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004897296,0.0007207871,0.3232079,0.00044125476,0.0010525566,0.00018741594,0.0009643642,0.0001282559,0.042474926,0.0011845249,0.0005972758,0.6241434],"study_design_scores_gemma":[0.034278214,0.01130502,0.69691855,0.00061765686,0.00080822286,0.00069751096,0.010882863,0.043745548,0.19081074,0.0047489936,0.0044712606,0.00071541884],"about_ca_topic_score_codex":0.000056457466,"about_ca_topic_score_gemma":0.000010197435,"teacher_disagreement_score":0.623428,"about_ca_system_score_codex":0.00031144277,"about_ca_system_score_gemma":0.0002208946,"threshold_uncertainty_score":0.99561864},"labels":[],"label_agreement":null},{"id":"W2759797414","doi":"10.1016/j.jcjo.2017.07.008","title":"Risk of obstructive sleep apnea in open-angle glaucoma versus controls using the STOP-Bang questionnaire","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Glaucoma; Obstructive sleep apnea; Open angle glaucoma; Sleep apnea; Internal medicine; Risk factor; Intraocular pressure; Case-control study; Physical therapy; Ophthalmology","score_opus":0.04931197970424851,"score_gpt":0.3516884840455847,"score_spread":0.3023765043413362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759797414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99209505,0.0007183043,0.000072479575,0.0007541648,0.0011101586,0.00042033562,0.000035031255,0.0000010557206,0.0047933985],"genre_scores_gemma":[0.99904907,0.0000020552204,0.00064944674,0.000011888721,0.00020836077,0.000004771766,0.0000012799534,0.00002391216,0.000049229988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981639,0.00040361925,0.0005172011,0.00019594104,0.00024499022,0.00047435693],"domain_scores_gemma":[0.99716467,0.0002595336,0.0008241188,0.00062837097,0.00063798233,0.00048533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010134176,0.0001599542,0.0006030501,0.0003867823,0.0004269133,0.00008085771,0.0010266083,0.00016344372,0.0003057768],"category_scores_gemma":[0.0035189025,0.00012239143,0.00014264294,0.00015447463,0.0009721279,0.00030592683,0.000106914995,0.0007676461,0.0000042915335],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012518197,0.0000418118,0.9782316,0.0000183962,0.00039476316,0.014742406,0.0006038023,0.000049662136,0.00074656965,0.0007431207,0.000012205413,0.0031638385],"study_design_scores_gemma":[0.0060009686,0.0008609321,0.95757014,0.00010066676,0.00016308202,0.031628285,0.0011920718,0.0007267623,0.0006020446,0.0010043972,0.00003834122,0.000112283364],"about_ca_topic_score_codex":0.032359548,"about_ca_topic_score_gemma":0.0034208205,"teacher_disagreement_score":0.028938727,"about_ca_system_score_codex":0.0005801621,"about_ca_system_score_gemma":0.0009511667,"threshold_uncertainty_score":0.9740841},"labels":[],"label_agreement":null},{"id":"W2759849756","doi":"10.1016/j.rehab.2017.07.202","title":"Correction of hypercapnia improves cognitive efficiency and attention in a brain-injured patient","year":2017,"lang":"en","type":"article","venue":"Annals of Physical and Rehabilitation Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Montreal Cognitive Assessment; Hypercapnia; Anesthesia; Polysomnography; Cognition; Apnea; Cognitive impairment; Psychiatry","score_opus":0.02227518745804308,"score_gpt":0.36077461484382606,"score_spread":0.338499427385783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759849756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928682,0.00012783043,0.000024917463,0.0058823987,0.00008266883,0.00043728834,0.0000049475525,0.0000048601455,0.00056688185],"genre_scores_gemma":[0.99975467,0.00002338434,0.000042332056,0.000060646467,0.000060596587,0.0000131528905,0.00000675333,0.0000058964874,0.00003255457],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999038,0.00007273077,0.0002666383,0.00020956654,0.0002958074,0.00011727218],"domain_scores_gemma":[0.99826926,0.0008892828,0.0001823329,0.00014305518,0.0004340802,0.00008197988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031413944,0.00008729992,0.00033801974,0.00016064127,0.00006333936,0.0000039816455,0.000033167697,0.00004053598,0.0000058011215],"category_scores_gemma":[0.004708286,0.00006150883,0.000047109435,0.00010517613,0.0012196206,0.000113554925,0.00003903618,0.000120286975,5.8856193e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010964872,0.0008460366,0.070020184,0.00063933287,0.00004860313,0.0000025628697,0.010989436,8.570515e-7,0.50980854,0.00051327667,0.00011614549,0.40591857],"study_design_scores_gemma":[0.0019398255,0.0070332247,0.9747405,0.0006600278,0.000032389926,0.0000023399643,0.0031286443,0.0027316099,0.008801901,0.0008598472,0.000015355989,0.000054344495],"about_ca_topic_score_codex":0.00020643619,"about_ca_topic_score_gemma":0.000011625588,"teacher_disagreement_score":0.9047203,"about_ca_system_score_codex":0.000007493685,"about_ca_system_score_gemma":0.000013360825,"threshold_uncertainty_score":0.5636598},"labels":[],"label_agreement":null},{"id":"W2760099036","doi":"10.2196/iproc.8708","title":"Detecting the Undiagnosed: Findings on Sleep Apnea Identification in Veterans With Insomnia Using at-Home Sleep Monitor Technology","year":2017,"lang":"en","type":"article","venue":"Iproceedings","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Insomnia; Sleep apnea; Medicine; Sleep (system call); Obstructive sleep apnea; Apnea; Population; Sleep disorder; Psychiatry; Physical therapy; Internal medicine; Environmental health","score_opus":0.029744946136970866,"score_gpt":0.31830921319573036,"score_spread":0.2885642670587595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760099036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958019,0.000046318622,0.00011044503,0.0022493955,0.00023578372,0.0008507726,0.000004505259,0.00011723973,0.0005836265],"genre_scores_gemma":[0.99899846,0.00000576152,0.0004381253,0.00006999835,0.00022455805,0.000115110764,0.000002673195,0.00007350859,0.00007180476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770033,0.000018221272,0.00037005797,0.0006421227,0.0006323573,0.0006368877],"domain_scores_gemma":[0.99848753,0.00013362012,0.00028754523,0.0006715038,0.0003012659,0.000118523865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005675042,0.0002783291,0.00034922728,0.0006897887,0.0011869966,0.00024315405,0.00063597393,0.00024331755,0.000026322561],"category_scores_gemma":[0.00094025384,0.00020479437,0.00006713515,0.0006012359,0.000535515,0.00041034262,0.00024679274,0.0008302276,0.000086899505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005984876,0.00011963708,0.64192325,0.000108000335,0.000084974294,0.000080593985,0.0015080093,0.000017167622,0.3225164,0.00030545323,0.000007764705,0.032730244],"study_design_scores_gemma":[0.0040016463,0.00073650054,0.721435,0.00033398878,0.00012057959,0.00031302497,0.00319008,0.01010827,0.25874475,0.00038620605,0.00021437823,0.00041554729],"about_ca_topic_score_codex":0.00016253685,"about_ca_topic_score_gemma":0.000057257297,"teacher_disagreement_score":0.079511784,"about_ca_system_score_codex":0.00066208735,"about_ca_system_score_gemma":0.000021929225,"threshold_uncertainty_score":0.91295385},"labels":[],"label_agreement":null},{"id":"W2761151032","doi":"10.1177/1179559x17734227","title":"Efficacy of Continuous Positive Airway Pressure Treatment in Patients with Cardiac Arrhythmia and Obstructive Sleep Apnea: What is the Evidence?","year":2017,"lang":"en","type":"article","venue":"Clinical Medicine Insights Therapeutics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Cardiology; Cardiac arrhythmia; Internal medicine; Observational study; Heart failure; Positive airway pressure; Ejection fraction; Confounding; Coronary artery disease; Sleep apnea; Intensive care medicine; Atrial fibrillation","score_opus":0.051850662150654536,"score_gpt":0.36904719783004464,"score_spread":0.3171965356793901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761151032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97851694,0.009056369,0.000028802473,0.008766029,0.0006175966,0.0025697818,0.000014713823,0.00001636466,0.00041338574],"genre_scores_gemma":[0.9960609,0.00247666,0.00012305196,0.0005178267,0.00060725014,0.000043246717,0.000009836951,0.000043037995,0.0001181531],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968137,0.00046959976,0.0008446164,0.0006669238,0.00081501267,0.00039011412],"domain_scores_gemma":[0.9937209,0.0033027993,0.00057404255,0.0014199478,0.0007282051,0.00025414547],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00054134044,0.0003800241,0.0013007257,0.00012201256,0.00026048816,0.00006380885,0.0003366935,0.000255092,0.00003115834],"category_scores_gemma":[0.00081161136,0.0001833136,0.00016867039,0.0001651226,0.0034372867,0.0003888578,0.00015093753,0.0006540547,0.000005399945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049425447,0.0004631802,0.5546551,0.00005496611,0.0018588052,0.000043771903,0.005968557,0.0000011273996,0.0000965692,0.00014156125,0.0000074035956,0.43176645],"study_design_scores_gemma":[0.012818585,0.008099739,0.97207993,0.0010577748,0.0014187647,0.0000060705775,0.0012985797,0.00020066611,0.0011058884,0.00019065487,0.0015302743,0.00019309756],"about_ca_topic_score_codex":0.00011719151,"about_ca_topic_score_gemma":0.000017028095,"teacher_disagreement_score":0.43157333,"about_ca_system_score_codex":0.000095279596,"about_ca_system_score_gemma":0.00008509839,"threshold_uncertainty_score":0.9992748},"labels":[],"label_agreement":null},{"id":"W2762196860","doi":"10.1007/s11325-017-1576-4","title":"Prevalence of obstructive sleep apnea among obese toddlers and preschool children","year":2017,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; SickKids Foundation; University of Ottawa; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Neurology; Otorhinolaryngology; Pediatrics; Obesity; Polysomnography; Adenoidectomy; Sleep apnea; Sleep (system call); Apnea; Physical therapy; Tonsillectomy; Internal medicine; Anesthesia; Psychiatry","score_opus":0.012495208390986659,"score_gpt":0.27215802133341926,"score_spread":0.2596628129424326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762196860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99519134,0.0009383173,0.00014077855,0.00015501693,0.00010342604,0.0006298342,0.000031359566,0.000033887314,0.0027760302],"genre_scores_gemma":[0.99835134,0.00011017444,0.0011163972,0.00002070469,0.00013865688,0.000017783772,0.0000045595575,0.000028209717,0.00021217742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983788,0.000057723173,0.00026474887,0.000506722,0.00042008856,0.00037190423],"domain_scores_gemma":[0.9985842,0.000082101826,0.00021204792,0.0006652583,0.00016307824,0.0002932917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031545258,0.00022042012,0.00036480022,0.0001347224,0.00042923068,0.00011641317,0.0002462717,0.00013681396,0.000056937704],"category_scores_gemma":[0.0004996437,0.00018891989,0.000075642965,0.000060297116,0.0008221293,0.0005921306,0.00039252487,0.0003990169,0.0000040145846],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013386445,0.000052018124,0.90380096,0.00036372055,0.00024412513,0.000033098553,0.0010534683,0.0000014152422,0.0031993773,0.00012042242,0.0000038760213,0.09099362],"study_design_scores_gemma":[0.0018111253,0.0001772375,0.9872148,0.0001927182,0.0002285848,0.00017339912,0.00031217377,0.0016905981,0.007801834,0.00021932126,0.0000042657675,0.00017395143],"about_ca_topic_score_codex":0.0003178485,"about_ca_topic_score_gemma":0.000008107868,"teacher_disagreement_score":0.09081967,"about_ca_system_score_codex":0.000042943833,"about_ca_system_score_gemma":0.00001444977,"threshold_uncertainty_score":0.77039295},"labels":[],"label_agreement":null},{"id":"W2762826132","doi":"10.1016/j.sleep.2017.09.022","title":"Assessment of intervention-related changes in non-rapid-eye-movement sleep depth: importance of sleep depth changes within stage 2","year":2017,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Manitoba; University of Manitoba","funders":"","keywords":"Sleep (system call); Obstructive sleep apnea; Sleep Stages; Polysomnography; Medicine; Non-rapid eye movement sleep; Stage (stratigraphy); Wakefulness; Arousal; Audiology; Continuous positive airway pressure; Anesthesia; Confidence interval; Rapid eye movement sleep; Electroencephalography; Apnea; Cardiology; Psychology; Eye movement; Internal medicine; Ophthalmology; Neuroscience; Psychiatry","score_opus":0.03495118613304155,"score_gpt":0.37218470358210126,"score_spread":0.3372335174490597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762826132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97726375,0.0014648659,0.00052689447,0.0052213697,0.0011547134,0.0022157985,0.000056598285,0.000054179167,0.0120418025],"genre_scores_gemma":[0.9969783,0.0002516635,0.0010645803,0.00026162204,0.0002908621,0.000194192,0.00014956562,0.00009219748,0.0007170283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99465925,0.00021059085,0.0015385657,0.0008779096,0.0018746005,0.0008390952],"domain_scores_gemma":[0.9949859,0.0001832952,0.0017975493,0.0019501114,0.00066988805,0.0004132639],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027374243,0.00054963416,0.001616282,0.0010046654,0.00016552996,0.000021528534,0.0008520719,0.0002909506,0.0018204509],"category_scores_gemma":[0.0010922492,0.00045048428,0.00021411946,0.00057878246,0.0011630523,0.00021891337,0.00047764636,0.0008545373,0.000011196501],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038392018,0.001021374,0.8560497,0.0014967121,0.0008370869,0.00029468027,0.0015397582,0.000037194503,0.061905615,0.0009875563,0.000065111824,0.07538127],"study_design_scores_gemma":[0.012275759,0.003297078,0.9399058,0.0016234141,0.0003200163,0.000010905937,0.0023027223,0.008222945,0.03138928,0.00018532267,0.00013202163,0.00033471253],"about_ca_topic_score_codex":0.0012694573,"about_ca_topic_score_gemma":0.010892719,"teacher_disagreement_score":0.0838561,"about_ca_system_score_codex":0.00046081762,"about_ca_system_score_gemma":0.00006442108,"threshold_uncertainty_score":0.99979466},"labels":[],"label_agreement":null},{"id":"W2763869758","doi":"10.1093/bja/aex341","title":"Death or near-death in patients with obstructive sleep apnoea: a compendium of case reports of critical complications","year":2017,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Western Hospital; Western University; London Health Sciences Centre","funders":"Society of Anesthesia and Sleep Medicine; Anesthesia Patient Safety Foundation","keywords":"Medicine; Perioperative; Cause of death; Continuous positive airway pressure; Obstructive sleep apnea; Airway obstruction; Surgery; Airway; Anesthesia; Internal medicine; Disease","score_opus":0.0732650198347828,"score_gpt":0.37997076238161365,"score_spread":0.30670574254683086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763869758","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09633897,0.9004305,0.00010564518,0.00006739699,0.00014908779,0.0020500633,0.000279474,0.000011114903,0.00056773156],"genre_scores_gemma":[0.3953299,0.5914793,0.012655783,0.00001796568,0.00015577048,0.00004728636,0.00009779651,0.00018909044,0.00002709851],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.9953654,0.00036008694,0.00228567,0.00043638176,0.0011098135,0.000442662],"domain_scores_gemma":[0.99365044,0.0002942929,0.002733832,0.0007932993,0.00212842,0.0003997061],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00073559396,0.00039146424,0.0033920796,0.0005362736,0.00016337178,0.00007820343,0.00036825595,0.0002936136,0.00007893436],"category_scores_gemma":[0.0015186536,0.0003225439,0.0005631798,0.00036764413,0.0008395964,0.0002480022,0.00010858406,0.0012440622,0.0000025952975],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039559373,0.0017078472,0.03849363,0.008508301,0.00072245544,0.17180392,0.00006880315,0.0000012878081,1.3678383e-7,0.0001335913,0.000036585338,0.77812785],"study_design_scores_gemma":[0.0034273716,0.003527591,0.34791028,0.046440274,0.0031447054,0.5661934,0.00009028287,0.000012145595,0.0000029036298,0.00011545012,0.028627753,0.0005078477],"about_ca_topic_score_codex":0.00042560682,"about_ca_topic_score_gemma":0.00006643081,"teacher_disagreement_score":0.77762,"about_ca_system_score_codex":0.00033960855,"about_ca_system_score_gemma":0.00087338436,"threshold_uncertainty_score":0.99992263},"labels":[],"label_agreement":null},{"id":"W2765380293","doi":"10.1213/ane.0000000000002558","title":"Postoperative Outcomes in Obstructive Sleep Apnea Patients Undergoing Cardiac Surgery: A Systematic Review and Meta-analysis of Comparative Studies","year":2017,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; Toronto Western Hospital; University Health Network; University of Toronto; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Odds ratio; Stroke (engine); Myocardial infarction; Meta-analysis; Internal medicine; Atrial fibrillation; Intensive care unit","score_opus":0.17834462240346083,"score_gpt":0.4191140212309173,"score_spread":0.24076939882745646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765380293","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00073921535,0.9919891,0.000001729083,0.00030254503,0.000023012424,0.0067382837,0.000116700125,0.000021601583,0.00006783499],"genre_scores_gemma":[0.0058805016,0.9922094,0.00009302783,0.00014749692,0.000009668172,0.0011491856,0.00026275974,0.00007715281,0.00017082361],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9915589,0.0029953732,0.0026289215,0.0011354116,0.001094689,0.00058672053],"domain_scores_gemma":[0.9900149,0.004371048,0.0025584162,0.0016152152,0.001206152,0.00023423437],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0019033444,0.0011801474,0.038845185,0.0019821816,0.00019564686,0.00006589805,0.00045518574,0.00030754466,0.000043995646],"category_scores_gemma":[0.0015388844,0.0007409283,0.005699127,0.001776125,0.0006164974,0.00026500522,0.00017781986,0.0006409662,0.000019101126],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014283463,0.00014558551,0.0049439603,0.506911,0.48528108,0.000161147,0.0005585204,3.0709998e-7,1.9540774e-8,0.00012428562,0.000022513274,0.0018373015],"study_design_scores_gemma":[0.00020949154,0.00016184343,0.005491486,0.03170676,0.96046543,0.000047683865,0.0006072411,0.000006923263,7.5190286e-7,0.000011132562,0.0006961835,0.0005950858],"about_ca_topic_score_codex":0.00008223379,"about_ca_topic_score_gemma":0.000074888296,"teacher_disagreement_score":0.47520423,"about_ca_system_score_codex":0.0004464691,"about_ca_system_score_gemma":0.00022951154,"threshold_uncertainty_score":0.99950415},"labels":[],"label_agreement":null},{"id":"W2765575792","doi":"10.1165/rcmb.2017-0237oc","title":"Multiethnic Meta-Analysis Identifies <i>RAI1</i> as a Possible Obstructive Sleep Apnea–related Quantitative Trait Locus in Men","year":2017,"lang":"en","type":"review","venue":"American Journal of Respiratory Cell and Molecular Biology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute; National Institute on Aging; National Institute of Diabetes and Digestive and Kidney Diseases; Universität Greifswald; Chinese Society of Clinical Oncology; Fondation Leenaards; National Cancer Institute; University of Toronto; Bundesministerium für Bildung und Forschung; GlaxoSmithKline; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; U.S. Department of Health and Human Services; National Institutes of Health; National Science Foundation","keywords":"Obstructive sleep apnea; Quantitative trait locus; Non-rapid eye movement sleep; Genome-wide association study; Locus (genetics); Genetic association; Genetics; Candidate gene; Biology; Medicine; Internal medicine; Genotype; Gene; Single-nucleotide polymorphism; Neuroscience; Eye movement","score_opus":0.07669669074511679,"score_gpt":0.4067365480315728,"score_spread":0.330039857286456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765575792","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006770443,0.99052346,0.00052557985,0.00007133242,0.000104409315,0.00075075554,0.00007034363,0.000009922783,0.0011737627],"genre_scores_gemma":[0.029984716,0.9669253,0.002097375,0.00030083628,0.0000830507,0.000107849984,0.00006197256,0.00016291003,0.00027597309],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99388206,0.002364163,0.0017991747,0.0008310622,0.00049004174,0.00063350797],"domain_scores_gemma":[0.9943472,0.0005214446,0.003321237,0.00076788396,0.0005973524,0.0004448765],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015334124,0.0007261528,0.007543473,0.002343049,0.00012329502,0.00006578174,0.00065529015,0.00043026876,0.00011776795],"category_scores_gemma":[0.0005904705,0.0005077681,0.0036182264,0.0013417229,0.0020810436,0.00012878414,0.00022397022,0.0013802403,0.000017112634],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044336126,0.00028044928,0.00029503022,0.0014736869,0.21395506,0.0031704998,0.0006712516,0.000011111528,0.0030895954,0.00016197852,0.000013925986,0.77643406],"study_design_scores_gemma":[0.0056384006,0.013511726,0.00034041438,0.0007579051,0.6994782,0.0017929112,0.0035811309,0.000046961744,0.0021489714,0.00097379234,0.26961797,0.0021115781],"about_ca_topic_score_codex":0.00018133027,"about_ca_topic_score_gemma":0.000024271365,"teacher_disagreement_score":0.77432245,"about_ca_system_score_codex":0.00018142842,"about_ca_system_score_gemma":0.00045519014,"threshold_uncertainty_score":0.9997374},"labels":[],"label_agreement":null},{"id":"W2765662534","doi":"10.1016/j.chest.2017.10.011","title":"Maternal Sleep-Disordered Breathing","year":2017,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pregnancy; Gestational diabetes; Polysomnography; Observational study; Obstetrics; Pediatrics; Breathing; Gestational age; Small for gestational age; Gestation; Internal medicine; Apnea; Anesthesia","score_opus":0.15089550964730108,"score_gpt":0.4320836328785671,"score_spread":0.281188123231266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765662534","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005465466,0.9907276,0.00017623279,0.00014726046,0.0010078278,0.00052977365,0.000019160552,0.00003892571,0.007298571],"genre_scores_gemma":[0.000073557996,0.9932492,0.001427189,0.000017497681,0.0027529644,0.00002218447,0.000025936768,0.0001501379,0.0022813524],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969375,0.00018484023,0.0008411195,0.00041849053,0.000896607,0.000721418],"domain_scores_gemma":[0.9972005,0.000101731996,0.0009170261,0.0008560499,0.0002829951,0.0006417173],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088291295,0.00052855915,0.0022552416,0.00050588837,0.00054088235,0.0005189644,0.0008372882,0.00046314092,0.0010022909],"category_scores_gemma":[0.0005861314,0.00037799487,0.0010792734,0.00012626081,0.0002156912,0.00022398833,0.0002598205,0.0031319498,0.00072928984],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000191238,0.00005548373,0.00026305183,0.015359022,0.0006593072,0.0024745616,0.000041271724,3.615062e-8,0.0000019001213,0.000014891205,0.00020947847,0.9809019],"study_design_scores_gemma":[0.0008367167,0.00010156002,0.0005224936,0.013941795,0.0012138303,0.034738224,0.00001778274,0.000008813099,0.0000041106,0.00005996032,0.94826084,0.00029389604],"about_ca_topic_score_codex":0.000015497293,"about_ca_topic_score_gemma":0.0000014633627,"teacher_disagreement_score":0.980608,"about_ca_system_score_codex":0.00056724774,"about_ca_system_score_gemma":0.00046481818,"threshold_uncertainty_score":0.99991095},"labels":[],"label_agreement":null},{"id":"W2765951043","doi":"10.1016/j.chest.2017.08.1121","title":"Investigating CT Imaging of the Pharyngeal Airway as a Predictor of the Effectiveness of Maxillomandibular Advancement to Treat Sleep Apnea","year":2017,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thornhill Medical (Canada); Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Airway; Obstructive sleep apnea; Polysomnography; Sleep apnea; Computed tomography; Radiology; Population; Orthodontics; Apnea; Surgery; Anesthesia","score_opus":0.01707340144346546,"score_gpt":0.3079918795435421,"score_spread":0.29091847810007665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765951043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99567306,0.0002683363,0.00040260307,0.0009669983,0.00031928578,0.00066552626,0.000014003723,0.0000044479734,0.0016857093],"genre_scores_gemma":[0.99922645,0.000009615012,0.00050474657,0.00003185974,0.00013497278,0.000014243974,7.2641683e-7,0.000024183373,0.000053176296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798286,0.00029761472,0.00042196477,0.0001833219,0.0008299809,0.00028426282],"domain_scores_gemma":[0.997916,0.00018672839,0.0005795124,0.0007490545,0.00037377703,0.00019493057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012594328,0.00015847174,0.00040863862,0.00008966865,0.0003341129,0.000027728956,0.00066278933,0.00002692226,0.00005224531],"category_scores_gemma":[0.0020411029,0.00008785648,0.00022658601,0.00015618533,0.00064820796,0.00016121207,0.0003806444,0.0004184903,0.0000021444798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023534159,0.00010801071,0.6138416,0.0006557114,0.00012050432,0.000018159153,0.0003736031,0.000051412742,0.37214106,0.000086753025,0.000007089623,0.012360766],"study_design_scores_gemma":[0.0018243861,0.0001847202,0.5124148,0.00064030633,0.0001067309,0.00018397326,0.00015179579,0.000233926,0.48391786,0.00021966312,0.000073141884,0.00004867329],"about_ca_topic_score_codex":0.000050958737,"about_ca_topic_score_gemma":0.000002087945,"teacher_disagreement_score":0.1117768,"about_ca_system_score_codex":0.00017573209,"about_ca_system_score_gemma":0.00013063414,"threshold_uncertainty_score":0.35826835},"labels":[],"label_agreement":null},{"id":"W2766011280","doi":"10.5664/jcsm.6772","title":"American Academy of Sleep Medicine Position Paper for the Use of a Home Sleep Apnea Test for the Diagnosis of OSA in Children","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Sleep medicine; Sleep apnea; Sleep (system call); Test (biology); Polysomnography; Obstructive sleep apnea; Sleep apnea syndromes; Physical therapy; Apnea; Psychiatry; Family medicine; Sleep disorder; Insomnia; Internal medicine","score_opus":0.12756307508816053,"score_gpt":0.4526457558243383,"score_spread":0.32508268073617774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766011280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86663055,0.002217407,0.002932606,0.12476978,0.00060914084,0.0026670953,0.000118581156,0.0000073140986,0.000047552774],"genre_scores_gemma":[0.99216926,0.0018846691,0.0014036313,0.0016495085,0.002716929,0.00008874567,0.0000103023785,0.00005503523,0.000021931332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99318546,0.0003124813,0.0039959247,0.00037388818,0.0016199957,0.0005122456],"domain_scores_gemma":[0.9623022,0.030117672,0.005023796,0.00086751237,0.0013087932,0.00037999198],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.007463818,0.0003398515,0.0025970177,0.00038845316,0.00019731495,0.000012513271,0.0011919137,0.00027311713,0.00017412918],"category_scores_gemma":[0.051701657,0.00016288723,0.00074260315,0.00045045078,0.0047001177,0.00026140065,0.00018440896,0.0013571995,9.481032e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004560545,0.0008897135,0.70392114,0.00018351585,0.0014046357,0.000008138691,0.00025764524,0.00005507101,0.0022609085,0.00017170193,0.0012794271,0.28500757],"study_design_scores_gemma":[0.017852696,0.010420732,0.96100175,0.00086322404,0.0023492337,0.000094159695,0.00040319623,0.0031886408,0.001329174,0.00040329184,0.001952388,0.000141494],"about_ca_topic_score_codex":0.00033342958,"about_ca_topic_score_gemma":0.000037719146,"teacher_disagreement_score":0.28486606,"about_ca_system_score_codex":0.00008082543,"about_ca_system_score_gemma":0.00007629747,"threshold_uncertainty_score":0.9980085},"labels":[],"label_agreement":null},{"id":"W2766705269","doi":"10.14740/jocmr3189w","title":"Risk of Obstructive Sleep Apnea Assessment Among Patients With Type 2 Diabetes in Taif, Saudi Arabia","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Internal medicine; Diabetes mellitus; Type 2 diabetes; Risk factor; Blood sugar; Obesity; Population; Sleep apnea; Disease; Endocrinology; Environmental health","score_opus":0.08572087199293456,"score_gpt":0.4776967990410412,"score_spread":0.39197592704810663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766705269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924221,0.00022508178,0.000040251965,0.0018347556,0.0006274223,0.00075845903,0.000008539092,0.000004900503,0.004078514],"genre_scores_gemma":[0.9972066,0.00031727774,0.0013592149,0.000025194444,0.0009560561,0.000008437575,0.000005032514,0.000043062326,0.000079077334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99064255,0.0015674351,0.002312767,0.0004382491,0.0042552766,0.0007837165],"domain_scores_gemma":[0.9846653,0.004826428,0.0021188122,0.0011011864,0.00646761,0.0008206712],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.015635997,0.00024360114,0.0018032265,0.0009158871,0.00023273453,0.00003817868,0.00091741094,0.00027580356,0.0003047643],"category_scores_gemma":[0.04911589,0.00014638717,0.00023142426,0.00065590953,0.003925658,0.0003982999,0.00035551557,0.004606737,0.000009480853],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025632074,0.00092253275,0.9212979,0.0001527932,0.0006143503,0.00016454126,0.0001123472,0.000006039244,0.00017355871,0.000042071693,0.000236577,0.073714085],"study_design_scores_gemma":[0.0129631385,0.011817199,0.97153705,0.0009970968,0.00015977464,0.000006898799,0.00044112402,0.000749326,0.0003185071,0.0006945144,0.00019743,0.00011792312],"about_ca_topic_score_codex":0.00021448187,"about_ca_topic_score_gemma":0.00006579354,"teacher_disagreement_score":0.073596165,"about_ca_system_score_codex":0.00026587825,"about_ca_system_score_gemma":0.00046173614,"threshold_uncertainty_score":0.9987851},"labels":[],"label_agreement":null},{"id":"W2767127523","doi":"10.1007/s12630-017-0988-8","title":"Interpretation of sleep studies for patients with sleep-disordered breathing: What the anesthesiologist needs to know","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute; Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Polysomnography; Context (archaeology); Medicine; Sleep (system call); Perioperative; Intensive care medicine; Sleep disordered breathing; Sleep medicine; Anesthesiology; Breathing; Sleep apnea; Narrative review; Medical physics; Psychology; Obstructive sleep apnea; Anesthesia; Sleep disorder; Computer science; Psychiatry; Apnea; Cognition","score_opus":0.04337257471396773,"score_gpt":0.3262222215401912,"score_spread":0.2828496468262235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767127523","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029976336,0.96330965,0.000041743453,0.0032525419,0.00064912095,0.0026697542,0.00003655359,0.000008872692,0.000055404318],"genre_scores_gemma":[0.074673615,0.92131215,0.001263335,0.00016825991,0.0014621179,0.00014387454,0.00009090867,0.0004227391,0.00046299177],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.9943899,0.00052741636,0.0021510955,0.0004767758,0.0011023267,0.0013525131],"domain_scores_gemma":[0.98709595,0.0008254164,0.003541202,0.0009906214,0.0049698115,0.0025770112],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002312837,0.0009568069,0.0040546926,0.0027411832,0.0010524188,0.00063642516,0.0019362854,0.0005032584,0.000039539027],"category_scores_gemma":[0.002538182,0.0005733682,0.0012626699,0.0008527057,0.0010714239,0.0008575514,0.000042698186,0.0017504675,0.000009252983],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007816658,0.00010015815,0.0011884251,0.0044496437,0.002203795,0.05234475,0.0036971045,0.000054190536,1.9513122e-7,0.000079165315,0.0009472661,0.9341536],"study_design_scores_gemma":[0.0018741278,0.007059451,0.0007619695,0.02216777,0.003507153,0.5442564,0.0039629512,0.000019844663,0.0000014855541,0.0000774061,0.41563714,0.00067433785],"about_ca_topic_score_codex":0.0010557813,"about_ca_topic_score_gemma":0.0039481525,"teacher_disagreement_score":0.9334793,"about_ca_system_score_codex":0.0021977278,"about_ca_system_score_gemma":0.0054323375,"threshold_uncertainty_score":0.99967176},"labels":[],"label_agreement":null},{"id":"W2767260903","doi":"10.1164/rccm.201706-1112oc","title":"Obstructive Sleep Apnea during REM Sleep and Cardiovascular Disease","year":2017,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; Case Western Reserve University; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Medicine; Polysomnography; Cardiology; Obstructive sleep apnea; Internal medicine; Myocardial infarction; Hazard ratio; Proportional hazards model; Confidence interval; Sleep apnea; Heart failure; Coronary artery disease; Stroke (engine); Clinical endpoint; Cohort; Apnea; Randomized controlled trial","score_opus":0.020906541027727456,"score_gpt":0.3173597059195394,"score_spread":0.29645316489181195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767260903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783485,0.018119639,0.0002557465,0.0021283037,0.00025973129,0.00017803434,0.000009709662,0.000013091349,0.00068723795],"genre_scores_gemma":[0.99803597,0.000115557435,0.00034488636,0.0003527488,0.0011051367,0.0000056079175,8.323396e-7,0.000033086548,0.0000061805204],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99745363,0.00022991735,0.00047741417,0.0004004309,0.0010257598,0.00041287352],"domain_scores_gemma":[0.996457,0.00025773063,0.00020556309,0.00072808506,0.0009883373,0.0013632769],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00062753755,0.00025235637,0.0009634711,0.00024385686,0.00050569396,0.000057064848,0.00022627298,0.000058192447,0.000053703945],"category_scores_gemma":[0.00465953,0.00018756792,0.00022500895,0.00012470807,0.005026615,0.00029654507,0.00016417555,0.0006941713,0.0000017527569],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024145246,0.000063030544,0.42589867,0.0007019839,0.000895809,0.0060763364,0.0013122365,0.0000026582354,0.0035620756,0.00070341205,0.00001262296,0.55835664],"study_design_scores_gemma":[0.0042573554,0.0038167322,0.97177017,0.0003663141,0.0015340847,0.0011271784,0.013633546,0.000045571014,0.0008800574,0.00020683164,0.002103631,0.0002585466],"about_ca_topic_score_codex":0.000031790332,"about_ca_topic_score_gemma":0.0000014297202,"teacher_disagreement_score":0.5580981,"about_ca_system_score_codex":0.00008567926,"about_ca_system_score_gemma":0.0000619624,"threshold_uncertainty_score":0.99768114},"labels":[],"label_agreement":null},{"id":"W2767568042","doi":"10.1097/aco.0000000000000539","title":"An update on preoperative assessment and preparation of surgical patients with obstructive sleep apnea","year":2017,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Intensive care medicine; Disease; Mechanism (biology); Sleep apnea; Sleep medicine; Population; Internal medicine; Sleep disorder; Psychiatry","score_opus":0.09513271047830207,"score_gpt":0.4663665743895929,"score_spread":0.3712338639112908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767568042","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052165218,0.94097894,0.000041933246,0.000047588284,0.0013045815,0.004989163,0.00018390238,0.00003176264,0.0002568807],"genre_scores_gemma":[0.019509224,0.9781959,0.00026967845,0.000002767543,0.00016860502,0.00031834678,0.0014827295,0.000049879,0.0000028836344],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996673,0.0009358151,0.0007297889,0.0008854911,0.00041654776,0.00035937],"domain_scores_gemma":[0.9978407,0.00018917247,0.0006791285,0.00079449406,0.0003020023,0.00019451238],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034713934,0.00047569198,0.0020036583,0.00051374314,0.00009859859,0.00002691754,0.00027710103,0.00035298234,0.000032701802],"category_scores_gemma":[0.00007075295,0.00032086862,0.00013666009,0.00017655495,0.0005666906,0.00016618513,0.00010745127,0.0008349856,0.000009769254],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047004657,0.0006860476,0.03222519,0.004193613,0.000119267585,0.000006252996,0.00008868571,0.0000025513934,5.969241e-8,0.0014551266,0.000011179026,0.960742],"study_design_scores_gemma":[0.009062281,0.028980019,0.30365103,0.019559143,0.0005867477,0.00007339812,0.00008427783,0.0006484051,0.0000038947796,0.00018370459,0.6359618,0.0012053176],"about_ca_topic_score_codex":0.000007313296,"about_ca_topic_score_gemma":0.0000023159212,"teacher_disagreement_score":0.9595367,"about_ca_system_score_codex":0.0002805051,"about_ca_system_score_gemma":0.0002470399,"threshold_uncertainty_score":0.99992436},"labels":[],"label_agreement":null},{"id":"W2767590162","doi":"10.2196/mhealth.8238","title":"Obstructive Sleep Apnea in Women: Study of Speech and Craniofacial Characteristics","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Craniofacial; Audiology; Sleep (system call); Sleep apnea; Medicine; Psychology; Physical therapy; Internal medicine; Computer science; Psychiatry","score_opus":0.046478368184616196,"score_gpt":0.3890413678920387,"score_spread":0.3425629997074225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767590162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99693155,0.000077293604,0.000004883065,0.000898569,0.00018375974,0.001460292,0.000034621684,0.00001534534,0.00039370896],"genre_scores_gemma":[0.9992282,0.00011348099,0.00016514807,0.00014027028,0.0002184643,0.00007717044,0.000004275686,0.000023160817,0.000029844216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791205,0.00011947913,0.0005096138,0.00043391078,0.0004004483,0.0006245129],"domain_scores_gemma":[0.99832875,0.00007217467,0.00033534635,0.0005076559,0.00014577356,0.00061032485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006381623,0.00018667908,0.00066896406,0.00023828635,0.0003509642,0.000038577466,0.00013542247,0.00011600279,0.000028111868],"category_scores_gemma":[0.00026318766,0.00016926065,0.000020106167,0.00011986175,0.0003059261,0.00013840114,0.00015238259,0.00049978285,0.000003164727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014035917,0.0005088373,0.72686213,0.0011413362,0.000027053937,0.000067899746,0.008259395,2.88072e-8,0.00010638494,0.00012620601,0.0000042194692,0.2614929],"study_design_scores_gemma":[0.0050849197,0.0019808225,0.98664784,0.000035803983,0.000025329015,0.000037540685,0.005623922,0.00018260107,0.000017927254,0.00015944667,0.000095515636,0.000108326414],"about_ca_topic_score_codex":0.0005590533,"about_ca_topic_score_gemma":0.000107695865,"teacher_disagreement_score":0.26138458,"about_ca_system_score_codex":0.00020371271,"about_ca_system_score_gemma":0.00013209437,"threshold_uncertainty_score":0.6902249},"labels":[],"label_agreement":null},{"id":"W2767862404","doi":"10.1164/rccm.201704-0704oc","title":"Obstructive Sleep Apnea Severity Affects Amyloid Burden in Cognitively Normal Elderly. A Longitudinal Study","year":2017,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":252,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; Vetenskapsrådet; National Institutes of Health; Wellcome Trust; American Sleep Medicine Foundation","keywords":"Medicine; Obstructive sleep apnea; Internal medicine; Pittsburgh compound B; Alzheimer's disease; Longitudinal study; Body mass index; Prospective cohort study; Positron emission tomography; Cognitive decline; Risk factor; Sleep apnea; Cardiology; Disease; Dementia; Pathology; Nuclear medicine","score_opus":0.03299648392408183,"score_gpt":0.36025842186478285,"score_spread":0.327261937940701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767862404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946452,0.0011926047,0.00021115186,0.0018427123,0.0002696312,0.00045495117,0.000011094838,0.000011686885,0.001360996],"genre_scores_gemma":[0.9982835,0.0000110117235,0.00023337523,0.0002796728,0.0011408443,0.000014106411,0.0000011637397,0.000030598945,0.000005741334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675304,0.0004955642,0.0006228476,0.00044270922,0.0011235813,0.0005622818],"domain_scores_gemma":[0.9963869,0.00071752793,0.00038062508,0.0004451396,0.0013076627,0.0007621807],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010842171,0.00031859215,0.0011804207,0.00044471526,0.0003612205,0.00006307901,0.00034513592,0.00008335942,0.000113853624],"category_scores_gemma":[0.004470144,0.00024515414,0.00012427199,0.0002804791,0.004078417,0.00041679235,0.00018441866,0.0012601762,0.0000037461077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002147093,0.00021676316,0.70255065,0.00013977104,0.000145205,0.004942532,0.0030265225,4.000254e-7,0.00087326113,0.00007479972,0.000011223945,0.2858718],"study_design_scores_gemma":[0.0063456837,0.0273009,0.9059325,0.0002985927,0.00038141315,0.0007755137,0.058118064,0.000018220633,0.00033934103,0.00007008087,0.00020262165,0.00021707367],"about_ca_topic_score_codex":0.00021758533,"about_ca_topic_score_gemma":0.00006054445,"teacher_disagreement_score":0.28565472,"about_ca_system_score_codex":0.00017786546,"about_ca_system_score_gemma":0.00013633218,"threshold_uncertainty_score":0.9997096},"labels":[],"label_agreement":null},{"id":"W2768228098","doi":"10.5664/jcsm.6788","title":"Distinct Patterns of Hyperpnea During Cheyne-Stokes Respiration: Implication for Cardiac Function in Patients With Heart Failure","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université de Montréal; St. Michael's Hospital; University of Ottawa; McGill University Health Centre; University of British Columbia; Canadian Sleep & Circadian Network; Capital District Health Authority; University Health Network; University of Toronto; Queen's University; Hôtel-Dieu de Montréal; Vancouver General Hospital; Mount Sinai Hospital","funders":"","keywords":"Medicine; Gerontology; Library science","score_opus":0.044487964677354726,"score_gpt":0.386522718614244,"score_spread":0.34203475393688926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768228098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918804,0.00006527734,0.000639315,0.006146072,0.00051272975,0.0006604462,0.000014895398,0.0000055025416,0.000075362695],"genre_scores_gemma":[0.9976314,0.000011126598,0.0005683334,0.00006502219,0.0016446084,0.000013417253,0.000019669516,0.000024094781,0.000022355935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969816,0.0001243597,0.0015512215,0.00024115563,0.00086736074,0.00023429874],"domain_scores_gemma":[0.99606985,0.00043075287,0.0014043251,0.00053476245,0.0013013321,0.00025900637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021074577,0.00015292945,0.0010195186,0.00019798809,0.00012109754,0.000014175085,0.00020848982,0.00014733434,0.000055123764],"category_scores_gemma":[0.005049668,0.00009783723,0.0002228671,0.00009901719,0.00025309026,0.00027782397,0.000048832462,0.00056129595,0.0000018282749],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059060548,0.00031460053,0.97784543,0.00016706651,0.00015526623,0.0000035414726,0.000040858475,0.0000030051785,0.0017286183,0.000018138768,0.00009676753,0.013720622],"study_design_scores_gemma":[0.014977119,0.005548493,0.97656024,0.0004539493,0.00027152532,0.0000069204734,0.000090192894,0.000036875186,0.00065072876,0.00003717608,0.0012845169,0.000082249964],"about_ca_topic_score_codex":0.00002897387,"about_ca_topic_score_gemma":0.000025424635,"teacher_disagreement_score":0.0136383725,"about_ca_system_score_codex":0.000091096896,"about_ca_system_score_gemma":0.00006196714,"threshold_uncertainty_score":0.6045289},"labels":[],"label_agreement":null},{"id":"W2768698073","doi":"10.1016/j.sleh.2017.10.003","title":"Relationship of sleep pattern and snoring with chronic disease: findings from a nationwide population-based survey","year":2017,"lang":"en","type":"article","venue":"Sleep Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Australian Agency for International Development","keywords":"Medicine; Diabetes mellitus; Confidence interval; Population; Spouse; Stroke (engine); Sleep (system call); Disease; Cross-sectional study; Internal medicine; Pediatrics; Physical therapy; Endocrinology; Pathology; Environmental health","score_opus":0.04848519985876781,"score_gpt":0.35149750948168224,"score_spread":0.3030123096229144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768698073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929704,0.00034239737,0.003097659,0.002597868,0.00009090238,0.00063793146,0.00018822966,0.000029883917,0.000044717908],"genre_scores_gemma":[0.9987186,0.0000078676885,0.0005427245,0.00010045582,0.00009392693,0.000025335326,0.00045293325,0.000032492582,0.000025657811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825597,0.00017156042,0.00032770558,0.0003637567,0.00056140684,0.00031958686],"domain_scores_gemma":[0.9980474,0.00045430587,0.00027280374,0.0006542429,0.00019855605,0.00037265732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006562379,0.00014588574,0.0003113359,0.00017665038,0.0004981682,0.000050305698,0.0001396013,0.00005619767,0.000073205156],"category_scores_gemma":[0.0009414569,0.00012944081,0.00003782717,0.00012521277,0.00013207688,0.00017848676,0.000054031523,0.00026165775,0.000008467849],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022202705,0.000055646226,0.9868724,0.00027301078,0.000042324784,0.000006341117,0.00008212169,0.000059627328,0.000021312142,0.000090665,0.0000056661547,0.012268903],"study_design_scores_gemma":[0.0023267053,0.0002028553,0.98833656,0.00018810587,0.00003524625,0.0000010847104,0.00001319234,0.008616602,0.00005904447,0.00010454378,0.000010330711,0.00010571525],"about_ca_topic_score_codex":0.017376468,"about_ca_topic_score_gemma":0.00828214,"teacher_disagreement_score":0.012163187,"about_ca_system_score_codex":0.00036652244,"about_ca_system_score_gemma":0.00024911462,"threshold_uncertainty_score":0.9891669},"labels":[],"label_agreement":null},{"id":"W2769203680","doi":"10.1007/s00134-017-4998-3","title":"High prevalence of sleep apnea syndrome in patients admitted to ICU for acute hypercapnic respiratory failure: a preliminary study","year":2017,"lang":"en","type":"letter","venue":"Intensive Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Assistance Publique - Hôpitaux de Paris","keywords":"Medicine; Anesthesiology; Pain medicine; Sleep apnea; Respiratory failure; Emergency medicine; Apnea; Obstructive sleep apnea; Intensive care medicine; Respiratory system; Intensive care; Anesthesia; Internal medicine","score_opus":0.028082610404331104,"score_gpt":0.3296194610388358,"score_spread":0.30153685063450475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769203680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83280855,0.0012101572,0.000038501592,0.15017852,0.001823553,0.0129819885,0.0008318676,0.00006683265,0.00006000079],"genre_scores_gemma":[0.84744126,0.000008974392,0.0001701446,0.14801614,0.0014871998,0.0012885773,0.0007487076,0.00024067819,0.0005982887],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99325824,0.0003413586,0.0014237466,0.0016755444,0.0022098157,0.0010912671],"domain_scores_gemma":[0.979659,0.000705331,0.0007379835,0.0025625306,0.015943835,0.00039127812],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00051595864,0.00093307236,0.0028168357,0.0017617884,0.00012695459,0.000018419973,0.001240254,0.00093176815,0.00015284876],"category_scores_gemma":[0.012532802,0.0007572567,0.00031911285,0.00053076533,0.00078322965,0.00014025524,0.00062020496,0.0027571386,0.000049136965],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008012677,0.0005900846,0.31877193,0.009659413,0.0030714192,0.01876642,0.010311067,0.0000018144921,0.00093562115,0.000002392581,0.6211958,0.008681407],"study_design_scores_gemma":[0.02424376,0.07893614,0.84740025,0.0063732974,0.004813408,0.00029970094,0.0109385345,0.000011142108,0.0005424355,0.000020857005,0.025358003,0.0010625027],"about_ca_topic_score_codex":0.0002601327,"about_ca_topic_score_gemma":0.000044603472,"teacher_disagreement_score":0.5958378,"about_ca_system_score_codex":0.0008496756,"about_ca_system_score_gemma":0.00021954259,"threshold_uncertainty_score":0.99954355},"labels":[],"label_agreement":null},{"id":"W2769908589","doi":"10.1016/j.apmr.2017.09.079","title":"Managing the Anticoagulated Patient with Spasticity? A Delphi-based Canadian Consensus Statement","year":2017,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Spasticity; Statement (logic); Medicine; Warfarin; Delphi; Delphi method; Botulinum toxin; Intensive care medicine; Physical medicine and rehabilitation; Surgery; Internal medicine; Computer science; Political science","score_opus":0.016745924799687152,"score_gpt":0.30644989054862704,"score_spread":0.28970396574893986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769908589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94639283,0.00003609672,0.00037604,0.050197057,0.000024210538,0.000643227,0.0000074058958,0.000007987785,0.0023151545],"genre_scores_gemma":[0.99840194,0.0000026883788,0.0013357025,0.000164187,0.000052468866,0.000017149263,0.00000832178,0.000010777592,0.0000067475494],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989953,0.00008504745,0.00019199702,0.00020127084,0.00031844387,0.00020793382],"domain_scores_gemma":[0.9973849,0.001802128,0.00012462933,0.00037186441,0.00011397182,0.00020249611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013374134,0.0001083554,0.00024419758,0.00017100849,0.00026602694,0.000010910449,0.00008270053,0.000014514228,0.000005657726],"category_scores_gemma":[0.0010304144,0.000057131234,0.00004395242,0.00006624556,0.0021289808,0.000032142496,0.00003017571,0.00014447165,9.160973e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041288305,0.0010154288,0.116118975,0.0023632643,0.000785873,0.00021362377,0.052714184,0.0013133675,0.09190846,0.01711894,0.00026689822,0.71205217],"study_design_scores_gemma":[0.005779466,0.013761921,0.8121833,0.0016162273,0.00033833363,0.00001531063,0.009563034,0.14368692,0.0027919065,0.0097427815,0.00031590872,0.00020486531],"about_ca_topic_score_codex":0.012522662,"about_ca_topic_score_gemma":0.0024692728,"teacher_disagreement_score":0.7118473,"about_ca_system_score_codex":0.00002606236,"about_ca_system_score_gemma":0.000080891616,"threshold_uncertainty_score":0.994053},"labels":[],"label_agreement":null},{"id":"W2770832823","doi":"10.1016/j.jclinane.2017.10.011","title":"ASA physical status classification of obstructive sleep apnoea disease","year":2018,"lang":"en","type":"letter","venue":"Journal of Clinical Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Perioperative; Disease; Anesthesia; Intensive care medicine; Internal medicine","score_opus":0.07731417662431735,"score_gpt":0.40482202645613063,"score_spread":0.3275078498318133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770832823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7008615,0.00025596438,0.00013365,0.2970569,0.0005868959,0.00056334725,0.000029952034,0.000020595902,0.00049118605],"genre_scores_gemma":[0.83352715,0.00026148628,0.0036137404,0.101312734,0.059716776,0.000023231773,0.00018791856,0.0002954647,0.0010615084],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99274373,0.00091171527,0.0027100595,0.0005535577,0.002454424,0.00062651467],"domain_scores_gemma":[0.9901571,0.0020480694,0.0033212567,0.00087176426,0.0027781364,0.00082365354],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0013468463,0.00044777314,0.0023413051,0.0004262846,0.000057830166,0.000035062054,0.00058067334,0.0008829788,0.00024558062],"category_scores_gemma":[0.003753035,0.00032519762,0.0016856119,0.0003744849,0.0014642952,0.00021369613,0.00007113337,0.0048305686,0.00011691134],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015182589,0.004093033,0.34703243,0.0021298658,0.0039740712,0.021222187,0.00041703155,0.0000041774388,0.00072687597,0.00034864634,0.48357373,0.121295355],"study_design_scores_gemma":[0.0026739184,0.0025359492,0.69936275,0.00041869833,0.0014323577,0.00066577405,0.00006245699,0.0003809583,0.00013844529,0.001550859,0.29047677,0.00030106294],"about_ca_topic_score_codex":0.0000052039127,"about_ca_topic_score_gemma":2.5711867e-7,"teacher_disagreement_score":0.3523303,"about_ca_system_score_codex":0.00020341383,"about_ca_system_score_gemma":0.000749364,"threshold_uncertainty_score":0.99992},"labels":[],"label_agreement":null},{"id":"W2771721431","doi":"10.1503/cmaj.170393","title":"Testing and treatment for obstructive sleep apnea in Canada: funding models must change","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary; University of British Columbia; Dalhousie University; Western University","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Agency (philosophy); Quarter (Canadian coin); Medicine; Public health; Sleep apnea; Apnea; Sleep (system call); Intensive care medicine; Family medicine; Gerontology; Pediatrics; Cardiology; Computer science; Internal medicine; Geography; Nursing","score_opus":0.08308533380870801,"score_gpt":0.30920557457267994,"score_spread":0.2261202407639719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771721431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735816,0.00017203942,0.00010040731,0.02256454,0.00066328753,0.00064984616,0.0000901345,0.0000064826113,0.0021716617],"genre_scores_gemma":[0.997216,0.000020529393,0.0006168907,0.0007863396,0.0012206871,0.00005566443,0.0000052565956,0.000020177113,0.000058451154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787885,0.00006193341,0.0003029683,0.00020979358,0.0008455659,0.00070091744],"domain_scores_gemma":[0.9970065,0.00040344123,0.00023794376,0.00014262949,0.00042604402,0.0017834526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000801176,0.00013587499,0.00031324427,0.00020442181,0.0006454116,0.000113287075,0.00015421082,0.00017757608,0.000124994],"category_scores_gemma":[0.005526078,0.00012289663,0.000046800593,0.00009281283,0.000054131364,0.00025790383,0.000025622725,0.0005179434,0.0000021151588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021376056,0.000012027942,0.59833395,0.0000118531025,0.000107348416,0.00052798766,0.00031321903,0.0000037953316,0.000013803391,0.00010859103,0.00015691614,0.40038916],"study_design_scores_gemma":[0.00375227,0.00014088028,0.94317365,0.00009558538,0.00004761692,0.00036530822,0.0012248248,0.04792661,0.000019746256,0.0004189807,0.002679102,0.0001554044],"about_ca_topic_score_codex":0.9086986,"about_ca_topic_score_gemma":0.9903307,"teacher_disagreement_score":0.40023375,"about_ca_system_score_codex":0.011916701,"about_ca_system_score_gemma":0.004310617,"threshold_uncertainty_score":0.99187636},"labels":[],"label_agreement":null},{"id":"W2771869373","doi":"10.1109/iemcon.2017.8117188","title":"Respiratory effort monitoring system for sleep apnea screening for both supine and lateral recumbent positions","year":2017,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Supine position; Sitting; Inertial measurement unit; Sleep apnea; Physical medicine and rehabilitation; Respiratory system; Body position; Polysomnography; Medicine; Apnea; Sleep (system call); Physical therapy; Computer science; Anesthesia; Artificial intelligence; Internal medicine; Pathology","score_opus":0.06032780184506724,"score_gpt":0.3603602230552719,"score_spread":0.3000324212102046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771869373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93365157,0.00021185086,0.058148183,0.0009297459,0.00059652445,0.0031054565,0.0000884601,0.00015589905,0.0031123145],"genre_scores_gemma":[0.9719054,0.0000015899486,0.02636195,0.000035869798,0.00077800534,0.00036208538,0.000019296045,0.00004551112,0.0004902944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987082,0.000016340355,0.00025762225,0.00035458888,0.00024318097,0.00042007174],"domain_scores_gemma":[0.99879277,0.00010050708,0.00009605842,0.0005193405,0.00025797432,0.00023333853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044381202,0.0001571024,0.00029739412,0.00012429459,0.00080696045,0.00014968004,0.000145893,0.000096861135,0.000010675409],"category_scores_gemma":[0.00016039537,0.00013548443,0.00011194991,0.00003433743,0.000102727405,0.00022478333,0.00011705414,0.00013343895,0.0000034473835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002832271,0.00020817987,0.7215194,0.003073216,0.0010029852,0.000078450474,0.00036873683,0.000014224181,0.10453216,0.008098522,0.00046392088,0.15780795],"study_design_scores_gemma":[0.017520366,0.002716749,0.78263545,0.00081870996,0.0005254259,0.00014951102,0.0013073995,0.032425348,0.15516989,0.00013304343,0.0059355167,0.000662584],"about_ca_topic_score_codex":0.000068855996,"about_ca_topic_score_gemma":0.000009903601,"teacher_disagreement_score":0.15714535,"about_ca_system_score_codex":0.00012580024,"about_ca_system_score_gemma":0.000017883294,"threshold_uncertainty_score":0.6206569},"labels":[],"label_agreement":null},{"id":"W2773351298","doi":"10.5664/jcsm.6826","title":"Clinical Prediction Rules, Adenotonsillectomy and Children With Obstructive Sleep Apnea: What's Next?","year":2017,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Tonsillectomy; Adenoidectomy; Clinical prediction rule; Sleep apnea; Pediatrics; Apnea; Cardiology; Internal medicine; Anesthesia","score_opus":0.060846108617031935,"score_gpt":0.3883983891487915,"score_spread":0.32755228053175955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773351298","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.368745,0.0178638,0.0007685092,0.5974998,0.010457938,0.0029464995,0.000084555504,0.000110480745,0.0015234167],"genre_scores_gemma":[0.25735292,0.037851095,0.012397,0.35501233,0.33325556,0.000104960345,0.0011725709,0.0011148172,0.0017387675],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9859294,0.0015081294,0.006057315,0.0014797272,0.0038759348,0.0011494429],"domain_scores_gemma":[0.98310643,0.004457483,0.0061943675,0.0018338222,0.002806971,0.0016008995],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0071387067,0.0011021394,0.00585187,0.0009045373,0.0003881514,0.00039851837,0.0011983119,0.0031266422,0.0005055665],"category_scores_gemma":[0.013561012,0.000688984,0.0011353774,0.00034009857,0.005424285,0.0020336641,0.00038495197,0.018462442,0.000049612445],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004338285,0.00047321524,0.28649837,0.00028315146,0.007547127,0.0064369445,0.00012331453,0.0000010497033,0.000009560203,0.000009547377,0.15840714,0.53587234],"study_design_scores_gemma":[0.025296811,0.015736032,0.738997,0.0032654896,0.006349808,0.0119125545,0.0002994426,0.00023917916,0.000008251564,0.0003044578,0.19695556,0.0006354353],"about_ca_topic_score_codex":0.000048331738,"about_ca_topic_score_gemma":0.000006596682,"teacher_disagreement_score":0.5352369,"about_ca_system_score_codex":0.0002593211,"about_ca_system_score_gemma":0.000555765,"threshold_uncertainty_score":0.9995561},"labels":[],"label_agreement":null},{"id":"W2774424840","doi":"10.1186/s13052-017-0428-y","title":"Age and seasons influence on at-home pulse oximetry results in children evaluated for suspected obstructive sleep apnea","year":2017,"lang":"en","type":"article","venue":"˜The œItalian Journal of Pediatrics/Italian journal of pediatrics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pulse oximetry; Obstructive sleep apnea; Pediatrics; Apnea; Sleep (system call); Sleep apnea syndromes; Polysomnography; Emergency medicine; Cardiology; Internal medicine; Anesthesia","score_opus":0.019852680949368838,"score_gpt":0.3036624046182596,"score_spread":0.2838097236688908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774424840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99190086,0.0024400875,0.00024555065,0.0021214797,0.0013602516,0.0012083781,0.00045043233,0.000017578965,0.00025536076],"genre_scores_gemma":[0.9927707,0.00045627484,0.0018864208,0.00010051331,0.0043705287,0.000008254625,0.000024299618,0.00013581164,0.00024721542],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9921827,0.0005565388,0.0026636315,0.0006431082,0.0027268152,0.001227229],"domain_scores_gemma":[0.98722786,0.0013523608,0.005357955,0.0011455924,0.0035561956,0.0013600092],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00519705,0.0007481043,0.0016261258,0.0024232361,0.00081013504,0.00047818222,0.0018400159,0.00048107558,0.000045726803],"category_scores_gemma":[0.009080412,0.0005658613,0.00081524666,0.0014308001,0.00076848565,0.0012202028,0.0003930175,0.00259963,0.000019664994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009490099,0.0007460846,0.96889114,0.0003406991,0.0005648931,0.003757778,0.0014253136,0.0004503423,0.00078739336,0.00008840933,0.0026745587,0.010783275],"study_design_scores_gemma":[0.018076297,0.004414039,0.9678411,0.00010140307,0.0018637369,0.00447401,0.0009205304,0.0002673025,0.00021609772,0.0010490129,0.00015203492,0.00062445016],"about_ca_topic_score_codex":0.000030855364,"about_ca_topic_score_gemma":0.00003831674,"teacher_disagreement_score":0.010158824,"about_ca_system_score_codex":0.0011274861,"about_ca_system_score_gemma":0.0005795475,"threshold_uncertainty_score":0.99970144},"labels":[],"label_agreement":null},{"id":"W2774747845","doi":"10.1093/sleep/zsx177","title":"Parent-Reported Symptoms of Sleep-Disordered Breathing Are Associated With Increased Behavioral Problems at 2 Years of Age: The Canadian Healthy Infant Longitudinal Development Birth Cohort Study","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of British Columbia; Hospital for Sick Children; University of Toronto; McMaster University; Alberta Health Services; University of Alberta","funders":"Canadian Institutes of Health Research; Women and Children's Health Research Institute","keywords":"Sleep disordered breathing; Medicine; Cohort; Pediatrics; Longitudinal study; Cohort study; Sleep (system call); Psychology; Obstructive sleep apnea; Internal medicine","score_opus":0.04160092945288498,"score_gpt":0.31688878021659783,"score_spread":0.27528785076371287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774747845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99626994,0.00007016803,0.000004725252,0.00013965627,0.000104078485,0.0030744316,0.00006737986,0.000035204514,0.00023440381],"genre_scores_gemma":[0.99940693,0.0000022667127,0.00008275338,0.00002143303,0.000022484926,0.0001957721,0.00014497823,0.000054564644,0.00006879762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964718,0.00018716828,0.000733167,0.0005191719,0.0014031861,0.00068547286],"domain_scores_gemma":[0.99665755,0.00006530563,0.0010012585,0.0011479299,0.00067490083,0.00045303622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012032212,0.00027965094,0.00075226754,0.00029088746,0.00073906383,0.00006417847,0.00045978278,0.00013294403,0.00010419099],"category_scores_gemma":[0.00047579728,0.00021075703,0.000091729264,0.0003084553,0.00048266893,0.00011341788,0.00024596095,0.0004403876,0.000005869895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035169566,0.0009058717,0.99026126,0.00007134768,0.0011037858,0.0005781362,0.0023446386,0.000016531936,0.000115515504,0.0000032180474,0.000008175497,0.0042398446],"study_design_scores_gemma":[0.004513076,0.0010414046,0.99258846,0.00017092426,0.00039883418,0.000039773913,0.0007000371,0.00013952951,0.00015071759,0.000003014649,0.000046606754,0.00020761209],"about_ca_topic_score_codex":0.3080612,"about_ca_topic_score_gemma":0.74744904,"teacher_disagreement_score":0.43938783,"about_ca_system_score_codex":0.001110689,"about_ca_system_score_gemma":0.0006113882,"threshold_uncertainty_score":0.85944223},"labels":[],"label_agreement":null},{"id":"W2774999862","doi":"10.1503/cmaj.170296","title":"Diagnosis and treatment of obstructive sleep apnea in adults","year":2017,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":287,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary; University of British Columbia; Western University","funders":"","keywords":"Obstructive sleep apnea; Medicine; Apnea; Sleep (system call); Airway obstruction; Sleep apnea; Airway; Hypopnea; Population; Anesthesia; Polysomnography; Computer science; Environmental health","score_opus":0.04150046560139186,"score_gpt":0.3497347994207417,"score_spread":0.30823433381934984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774999862","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001609264,0.99448043,0.0000010019193,0.0014102241,0.0004902413,0.0007587151,0.0001525657,0.000004614249,0.0010929428],"genre_scores_gemma":[0.0009976131,0.99761647,0.000057385303,0.000059870094,0.000989381,0.00009112643,0.00003596676,0.00003722397,0.000114957526],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965197,0.00034637813,0.00089190167,0.00031132813,0.0013479519,0.0005827569],"domain_scores_gemma":[0.9959506,0.0005354501,0.00082354085,0.0002517976,0.0004230315,0.0020155767],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008758475,0.00030140267,0.0019117572,0.00081370847,0.00015817139,0.000054908865,0.00023372754,0.0009625246,0.0009542261],"category_scores_gemma":[0.0043092286,0.00023503373,0.00037551785,0.00023260337,0.00015682439,0.00009240373,0.000028053817,0.0011865447,0.00003473165],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011646051,0.00006768714,0.024589365,0.0009912574,0.0005305804,0.0011436909,0.00019150299,1.4109015e-8,6.7667805e-9,0.000016592952,0.00018492046,0.97227275],"study_design_scores_gemma":[0.002079253,0.0002661568,0.016393112,0.0072583663,0.00041369774,0.00080659904,0.00013024834,0.000019824754,3.6261002e-7,0.000020107345,0.97243136,0.00018093087],"about_ca_topic_score_codex":0.004516036,"about_ca_topic_score_gemma":0.024061512,"teacher_disagreement_score":0.9722464,"about_ca_system_score_codex":0.0050645676,"about_ca_system_score_gemma":0.003062267,"threshold_uncertainty_score":0.99995905},"labels":[],"label_agreement":null},{"id":"W2775323956","doi":"10.1183/13993003.00985-2017","title":"ERS statement on obstructive sleep disordered breathing in 1- to 23-month-old children","year":2017,"lang":"en","type":"review","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"University of Bern; European Respiratory Society","keywords":"Medicine; Laryngomalacia; Polysomnography; Airway obstruction; Obstructive sleep apnea; Pediatrics; Airway; Positive airway pressure; Hypoplasia; Intensive care medicine; Anesthesia; Internal medicine; Apnea; Stridor","score_opus":0.09307177783086994,"score_gpt":0.38944328914773835,"score_spread":0.2963715113168684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775323956","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0074919304,0.9720952,0.0000448549,0.00012884018,0.0009354691,0.0031631791,0.00013364655,0.00006873509,0.01593814],"genre_scores_gemma":[0.0014652453,0.9921892,0.00066421257,0.00066913257,0.0028890565,0.000076459444,0.00008533749,0.0007289093,0.0012323934],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918679,0.0025225114,0.0018671162,0.0011078196,0.0015057409,0.0011289382],"domain_scores_gemma":[0.99560714,0.00017806952,0.001262483,0.0015908437,0.00028270794,0.0010787603],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003455562,0.0009415426,0.0023596317,0.0017798822,0.00056837354,0.00043824094,0.0013397016,0.00021174645,0.00022775593],"category_scores_gemma":[0.0013978392,0.0007478978,0.0008011025,0.00043575733,0.00019875976,0.0002692817,0.00056904985,0.004051948,0.0013578075],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019670589,0.00020037567,0.0017719899,0.001036324,0.0006685432,0.0041835885,0.00033574138,0.000012683795,0.000005036061,0.000026601747,0.00056054775,0.99100184],"study_design_scores_gemma":[0.002836884,0.0012237707,0.029585712,0.0151057625,0.00046499987,0.00074971135,0.000117236596,0.0000021430158,0.000004139264,0.000010275787,0.9491472,0.0007521664],"about_ca_topic_score_codex":0.000013648406,"about_ca_topic_score_gemma":0.000011593376,"teacher_disagreement_score":0.9902497,"about_ca_system_score_codex":0.00190549,"about_ca_system_score_gemma":0.00037643648,"threshold_uncertainty_score":0.9994972},"labels":[],"label_agreement":null},{"id":"W2775396299","doi":"10.1177/0194599817746959","title":"Adenotonsillectomy for Obstructive Sleep Apnea in Children with Complex Chronic Conditions","year":2017,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Odds ratio; Pediatrics; Sleep apnea; Apnea; Chronic condition; Cohort; Physical therapy; Internal medicine","score_opus":0.023293570479760894,"score_gpt":0.3200266564870442,"score_spread":0.2967330860072833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775396299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99083745,0.0000985326,0.0008693171,0.0012301784,0.00008398039,0.0025739083,0.00012386077,0.000050719565,0.004132036],"genre_scores_gemma":[0.99639046,0.0000036937024,0.002252134,0.00012317362,0.00020477691,0.0005840175,0.0002469031,0.000050705246,0.00014416258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834955,0.000068797795,0.00023217814,0.0005200893,0.00020078183,0.0006286353],"domain_scores_gemma":[0.99851096,0.00012610925,0.00015564791,0.0008378376,0.0002007853,0.00016864174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001296087,0.00021906909,0.0004982815,0.00028350734,0.00046275085,0.000041792024,0.0003536631,0.00017768763,0.00045561418],"category_scores_gemma":[0.00028425432,0.00019085065,0.00009281588,0.0001277375,0.0009327571,0.0001819626,0.00013625002,0.0004174043,0.00006397296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041456663,0.0001504348,0.9834083,0.00004710297,0.00040992713,0.00006597641,0.00008668976,0.0000074751015,0.0089290505,0.003748827,0.000117385665,0.0026143005],"study_design_scores_gemma":[0.0076244795,0.00090380706,0.9854704,0.000020715775,0.0000908619,0.0008036354,0.0000371052,0.0015654451,0.0021803349,0.00047921334,0.0006284325,0.00019555815],"about_ca_topic_score_codex":0.00021287736,"about_ca_topic_score_gemma":0.0004186922,"teacher_disagreement_score":0.007209913,"about_ca_system_score_codex":0.00028398726,"about_ca_system_score_gemma":0.00012302467,"threshold_uncertainty_score":0.7782664},"labels":[],"label_agreement":null},{"id":"W2778341265","doi":"10.1016/j.sleep.2017.11.688","title":"An association between the risk of obstructive sleep apnea, as measured by stop-bang questionnaire and arterial hypertension in the adult population in Poland","year":2017,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Population; Association (psychology); Cardiology; Sleep (system call); Internal medicine; Demography; Environmental health; Psychology","score_opus":0.01595424589432526,"score_gpt":0.2949929991590157,"score_spread":0.27903875326469046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778341265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924737,0.00028554504,0.00008568644,0.0058024256,0.00027167553,0.0008727067,0.000028841856,0.0000143796615,0.00016503612],"genre_scores_gemma":[0.9990812,0.000045616143,0.00003777132,0.00012847336,0.0005447484,0.000027654336,0.00010549079,0.000020550586,0.000008482247],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971244,0.0007151504,0.00047996957,0.00034925083,0.0010224838,0.0003087439],"domain_scores_gemma":[0.9980342,0.0003403989,0.0004929311,0.0006624186,0.0003625949,0.000107464664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021934009,0.00019475466,0.00049789035,0.00018849691,0.00030154828,0.000035053392,0.000276107,0.00019514556,0.000015275522],"category_scores_gemma":[0.005258671,0.0001117072,0.000043142485,0.00020682464,0.00031433714,0.00026938398,0.000046745212,0.0005729359,0.0000026690584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003646306,0.00008056332,0.94725114,0.000028163313,0.00008078658,0.000012003563,0.0022758604,0.0000027005146,0.006325798,0.000074117575,0.000031983807,0.04347224],"study_design_scores_gemma":[0.005233526,0.0005022424,0.989172,0.00016836615,0.00025398037,0.000016364085,0.0016351902,0.0015323438,0.00040031335,0.0009673735,0.00001736339,0.00010094124],"about_ca_topic_score_codex":0.010191094,"about_ca_topic_score_gemma":0.0012101026,"teacher_disagreement_score":0.0433713,"about_ca_system_score_codex":0.00024583103,"about_ca_system_score_gemma":0.000017220487,"threshold_uncertainty_score":0.9964001},"labels":[],"label_agreement":null},{"id":"W2778891716","doi":"10.1016/j.sleep.2017.11.052","title":"Feasibility of a multi-site obstructive sleep apnea biomarker registry: the canadian experience","year":2017,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; University of Saskatchewan; University of Calgary; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Obstructive sleep apnea; Medicine; Biomarker; Internal medicine; Biology","score_opus":0.08001720181124142,"score_gpt":0.3731885542559896,"score_spread":0.29317135244474823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778891716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9700374,0.0006676764,0.00040605533,0.011446485,0.0009812537,0.0017130893,0.00007979531,0.000047823025,0.014620418],"genre_scores_gemma":[0.99803466,0.000012343543,0.00065990776,0.00032404755,0.00031058342,0.000074716685,0.000033959583,0.000043532185,0.0005062441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965551,0.00016678695,0.0005915513,0.0007401782,0.0011363864,0.0008100116],"domain_scores_gemma":[0.9944704,0.00019130413,0.0004609148,0.003220753,0.0008129313,0.00084369216],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010883318,0.00035165632,0.0007018133,0.00027232626,0.0010404148,0.000052102194,0.001041766,0.00021504959,0.00070208375],"category_scores_gemma":[0.005454002,0.00022332968,0.00016270966,0.0003526376,0.0048906207,0.00022268658,0.00026984373,0.00063898554,0.000052291718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005764698,0.00016180381,0.9196805,0.00014955143,0.00029565222,0.00027195187,0.0061557055,0.0000014472029,0.018175287,0.0005326426,0.00034010457,0.0536589],"study_design_scores_gemma":[0.004581817,0.00023751403,0.9833459,0.00012118958,0.00016446172,0.00013447825,0.0027651351,0.003857419,0.002410358,0.0001290877,0.0020399396,0.00021267234],"about_ca_topic_score_codex":0.14366058,"about_ca_topic_score_gemma":0.10697226,"teacher_disagreement_score":0.06366544,"about_ca_system_score_codex":0.00058222946,"about_ca_system_score_gemma":0.00020247138,"threshold_uncertainty_score":0.9978175},"labels":[],"label_agreement":null},{"id":"W2778961654","doi":"10.1016/j.neulet.2017.12.056","title":"Phenylethanolamine N-methyltransferase gene expression in PC12 cells exposed to intermittent hypoxia","year":2017,"lang":"en","type":"article","venue":"Neuroscience Letters","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Huntington University; Laurentian University; NOSM University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phenylethanolamine; Phenylethanolamine N-methyltransferase; Methyltransferase; Biology; Endocrinology; Hypoxia (environmental); Gene expression; Intermittent hypoxia; Regulation of gene expression; Internal medicine; Messenger RNA; Transcription factor; Gene; Obstructive sleep apnea; Chemistry; Medicine; Tyrosine hydroxylase; Genetics; Methylation; Dopamine","score_opus":0.03876044142869238,"score_gpt":0.31074771651721794,"score_spread":0.27198727508852555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778961654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98239887,0.000006431592,0.003668298,0.012271408,0.00067269325,0.0007293608,0.0000089618725,0.00004175593,0.00020222407],"genre_scores_gemma":[0.987456,0.0000069983457,0.0018785778,0.01032869,0.00014047787,0.000051904986,0.0000016400086,0.00003192883,0.00010375983],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972881,0.00009699273,0.0002914183,0.0008158642,0.0008091479,0.0006984972],"domain_scores_gemma":[0.99844706,0.000056258414,0.00007299711,0.0009817373,0.00005085563,0.000391106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035053256,0.00022660679,0.00029826935,0.00037383373,0.00026902,0.00016236238,0.0008494215,0.000061144565,0.000043470343],"category_scores_gemma":[0.00054743356,0.0001983097,0.000091307,0.00027104485,0.0004163297,0.00036354916,0.00028974243,0.000441742,0.00006605845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013916794,0.00012293713,0.015063872,0.000021401911,0.0000014000326,0.0006460261,0.00022326355,0.000023961917,0.97601265,0.0000017129183,0.00019962627,0.0075439885],"study_design_scores_gemma":[0.0010368155,0.00018799317,0.2716822,0.00004201557,0.000004894194,0.000020900592,0.00002177698,0.00022048502,0.7262541,0.000002937559,0.00039190296,0.00013393587],"about_ca_topic_score_codex":0.000028588287,"about_ca_topic_score_gemma":0.000006781986,"teacher_disagreement_score":0.25661835,"about_ca_system_score_codex":0.00013164099,"about_ca_system_score_gemma":0.00002632866,"threshold_uncertainty_score":0.80868345},"labels":[],"label_agreement":null},{"id":"W2780244851","doi":"10.1016/j.sleep.2017.11.014","title":"Screening for obstructive sleep apnea (OSA) in atrial fibrillation (AF): what's the best test?","year":2017,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Statistics Canada; Vancouver Coastal Health; Health Canada; University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Medicine; Atrial fibrillation; Cardiology; Internal medicine; Test (biology); Sleep apnea","score_opus":0.04971188687163859,"score_gpt":0.35209035915696396,"score_spread":0.3023784722853254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780244851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9060344,0.0054654973,0.008942362,0.061485343,0.0047059646,0.007448879,0.000066164066,0.00015081007,0.0057005724],"genre_scores_gemma":[0.99109864,0.00014221926,0.0017263822,0.00022051805,0.0062855314,0.00006816394,0.00009101443,0.00007576335,0.00029178796],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967413,0.00010988526,0.0006556445,0.0006798476,0.0010291911,0.00078415795],"domain_scores_gemma":[0.9959358,0.0015387074,0.00041593058,0.00135182,0.00046166964,0.00029604533],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013939148,0.00036329808,0.0007258328,0.00033917325,0.0007623738,0.00018290489,0.00057872204,0.00022219516,0.00017611966],"category_scores_gemma":[0.008669331,0.00024665898,0.00024829805,0.000307138,0.0010639315,0.00087552523,0.0002393678,0.000605158,0.000040512477],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016007415,0.000048121616,0.17123552,0.00013177944,0.00027348252,0.00006981914,0.0013017575,0.00009788513,0.0034396392,0.0006391229,0.00013603692,0.8210261],"study_design_scores_gemma":[0.050783794,0.005033492,0.8113259,0.0018249602,0.00140408,0.00031443298,0.024387447,0.07905727,0.0047818297,0.0039311433,0.016104575,0.0010510616],"about_ca_topic_score_codex":0.0003712484,"about_ca_topic_score_gemma":0.0001426859,"teacher_disagreement_score":0.819975,"about_ca_system_score_codex":0.00022342385,"about_ca_system_score_gemma":0.000048282138,"threshold_uncertainty_score":0.99999857},"labels":[],"label_agreement":null},{"id":"W2780691354","doi":"10.1016/j.jclinane.2017.12.024","title":"Obstructive sleep apnea as a risk factor associated with difficult airway management - A narrative review","year":2018,"lang":"en","type":"review","venue":"Journal of Clinical Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Airway; Incidence (geometry); Intubation; Risk factor; MEDLINE; Meta-analysis; Sleep apnea; Airway management; Anesthesia; Internal medicine","score_opus":0.07102725665136406,"score_gpt":0.42139598930144573,"score_spread":0.35036873265008167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780691354","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026824095,0.9924912,0.000042169002,0.0006067551,0.00027037028,0.0029752923,0.00003164323,0.000040380502,0.00085980236],"genre_scores_gemma":[0.00020009642,0.99606663,0.0010812305,0.0003563829,0.001110734,0.000065031876,0.000035863675,0.000152961,0.0009310912],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98816836,0.003079414,0.0047597126,0.0008747032,0.0023941945,0.00072362984],"domain_scores_gemma":[0.984681,0.0025887387,0.008028396,0.0008770904,0.0028404836,0.0009842591],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0037643604,0.0009900318,0.008377971,0.00044603168,0.00018381872,0.000067289846,0.0008851217,0.00082069717,0.00069429836],"category_scores_gemma":[0.007253587,0.0005437183,0.002969012,0.0014089252,0.00085975276,0.00022016893,0.00014036195,0.0039741797,0.0003143621],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069031294,0.0010645504,0.0006409575,0.017189912,0.010103527,0.006368258,0.00018945431,1.0364357e-7,3.6980236e-8,0.000023117771,0.0018042562,0.9619255],"study_design_scores_gemma":[0.003582497,0.00724928,0.0074992296,0.13394895,0.017351875,0.0069862865,0.00027080835,0.0000059851527,8.25971e-7,0.000057664733,0.8223066,0.00074001815],"about_ca_topic_score_codex":0.0000042393262,"about_ca_topic_score_gemma":0.0000029258222,"teacher_disagreement_score":0.9611855,"about_ca_system_score_codex":0.00052474835,"about_ca_system_score_gemma":0.00063022645,"threshold_uncertainty_score":0.99970144},"labels":[],"label_agreement":null},{"id":"W2780917192","doi":"10.1016/j.sleep.2017.11.287","title":"Preventing leakage caused by mouth opening during sleep using nasal cpap therapy combined with an oral shield device (SOMNIPAX™)","year":2017,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Medicine; Leakage (economics); Continuous positive airway pressure; Sleep (system call); Anesthesia; Dentistry; Computer science; Obstructive sleep apnea","score_opus":0.05867880568267813,"score_gpt":0.3555611555106825,"score_spread":0.2968823498280044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780917192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99345887,0.00046747987,0.00060503563,0.0016607712,0.00037560036,0.0015617606,0.000011652203,0.00018203772,0.0016768187],"genre_scores_gemma":[0.99640644,0.000021803231,0.0016476695,0.0003396732,0.0006925283,0.000047568075,0.00009314955,0.00018375869,0.0005674174],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99538124,0.0002506191,0.0006871157,0.001001082,0.0014929585,0.0011870111],"domain_scores_gemma":[0.9964924,0.00013229687,0.00053571345,0.0017133963,0.00038628496,0.0007399048],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001202945,0.00060207077,0.0010925682,0.0003190307,0.0012860078,0.0001798486,0.00084182416,0.00022438551,0.0006238721],"category_scores_gemma":[0.0005912256,0.00044923855,0.000108436034,0.00033869696,0.0007918754,0.00088600616,0.00031241702,0.0010176989,0.000018322306],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007310471,0.00080062886,0.3587678,0.00047665992,0.0013117654,0.001264263,0.0053538,0.00006223383,0.5872942,0.00011427689,0.00006734773,0.037176512],"study_design_scores_gemma":[0.13123746,0.013573708,0.5541018,0.0030150157,0.0016598047,0.0006668343,0.0138770295,0.04151663,0.23673145,0.00013948983,0.0008014234,0.0026793361],"about_ca_topic_score_codex":0.00095773744,"about_ca_topic_score_gemma":0.00023232175,"teacher_disagreement_score":0.35056278,"about_ca_system_score_codex":0.00027499447,"about_ca_system_score_gemma":0.00007848269,"threshold_uncertainty_score":0.9997959},"labels":[],"label_agreement":null},{"id":"W2781029280","doi":"10.1177/0194599817740349","title":"Utility of Neck, Height, and Tonsillar Size to Screen for Obstructive Sleep Apnea among Obese Youth","year":2017,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Toronto; Toronto General Hospital; University Health Network; University of Ottawa; Hospital for Sick Children","funders":"","keywords":"Medicine; Obstructive sleep apnea; Adenoid; Tonsil; Polysomnography; Anthropometry; Sleep apnea; Adenoid hypertrophy; Logistic regression; Polysomnogram; Body mass index; Obesity; Apnea; Internal medicine; Physical therapy; Tonsillectomy; Surgery; Adenoidectomy","score_opus":0.026778862390675756,"score_gpt":0.3069633162965671,"score_spread":0.2801844539058913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781029280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894405,0.00013571673,0.0006765753,0.000619897,0.00017980387,0.0017685689,0.00022903891,0.000032093216,0.006917784],"genre_scores_gemma":[0.99262184,0.0000053508734,0.006828124,0.00011062035,0.00013878239,0.00006355514,0.000022575508,0.00003949585,0.00016964141],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981162,0.00009290949,0.00035054825,0.00061523705,0.0002734474,0.00055166276],"domain_scores_gemma":[0.9975011,0.00030653167,0.00020365372,0.0011423466,0.0004568899,0.00038950364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035421777,0.00023714872,0.00070984877,0.00013862256,0.00030497633,0.00003125116,0.00036037614,0.00025785828,0.00014219325],"category_scores_gemma":[0.003101628,0.00021272927,0.00013839037,0.00009888747,0.000981568,0.00018263533,0.0004482953,0.00028182034,0.000012017494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015307557,0.00012718016,0.97674155,0.00020314046,0.0002976203,0.000049160793,0.0011611356,3.289361e-7,0.006650731,0.0014138147,0.000045139208,0.011779455],"study_design_scores_gemma":[0.0027671095,0.00071071484,0.9803746,0.000032626675,0.00014281069,0.00004682235,0.0005618783,0.00096866407,0.013328655,0.0005355494,0.000356027,0.00017458959],"about_ca_topic_score_codex":0.0005524394,"about_ca_topic_score_gemma":0.00022930875,"teacher_disagreement_score":0.011604864,"about_ca_system_score_codex":0.000035539102,"about_ca_system_score_gemma":0.000044049175,"threshold_uncertainty_score":0.86748475},"labels":[],"label_agreement":null},{"id":"W2781800096","doi":"10.1002/lary.27075","title":"Publication trends and levels of evidence in obstructive sleep apnea literature","year":2018,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Otorhinolaryngology; Obstructive sleep apnea; Medicine; Sleep medicine; Specialty; Sleep apnea; Family medicine; Sleep (system call); Evidence-based medicine; MEDLINE; Alternative medicine; Sleep disorder; Internal medicine; Insomnia; Psychiatry; Political science","score_opus":0.07557848899231336,"score_gpt":0.35475369571774995,"score_spread":0.2791752067254366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781800096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98258334,0.0015962791,0.00011488209,0.009143613,0.00009308365,0.00034286192,0.000026143245,0.000024102748,0.0060757184],"genre_scores_gemma":[0.9981127,0.00002685802,0.0007120499,0.00020028466,0.00016104293,0.000021504042,0.0000075496996,0.000015320607,0.0007427263],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99877554,0.00014473886,0.00023936838,0.000268833,0.00033209595,0.00023941629],"domain_scores_gemma":[0.9987501,0.00018713265,0.000089854395,0.0004354512,0.0004565821,0.00008090211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005491998,0.00011936767,0.00022855886,0.0002969545,0.000062147024,0.000039419112,0.00018890144,0.00008833481,0.00031318917],"category_scores_gemma":[0.0007076088,0.00006998772,0.000034797948,0.001268243,0.00050205516,0.0003379953,0.00013858297,0.00029814086,0.000023806602],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010678287,0.00017799261,0.12292881,0.00027053847,0.00017114701,0.00002502493,0.011211208,5.1029735e-7,0.13802688,0.004389501,0.00038037112,0.7213502],"study_design_scores_gemma":[0.0007934177,0.00036754034,0.9696585,0.00020854124,0.0000323212,0.000055335913,0.00016477659,0.00086380553,0.02668303,0.00050010614,0.000586035,0.00008656704],"about_ca_topic_score_codex":0.000043877742,"about_ca_topic_score_gemma":0.000026021007,"teacher_disagreement_score":0.8467297,"about_ca_system_score_codex":0.0000569507,"about_ca_system_score_gemma":0.000023910348,"threshold_uncertainty_score":0.34292018},"labels":[],"label_agreement":null},{"id":"W2782359357","doi":"10.1097/eja.0000000000000765","title":"Obstructive sleep apnoea in adults","year":2018,"lang":"en","type":"review","venue":"European Journal of Anaesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Intensive care medicine; Sleep (system call); Obstructive sleep apnea; Epidemiology; Pediatrics; Anesthesia; Internal medicine","score_opus":0.043298757349030936,"score_gpt":0.33279760664875496,"score_spread":0.289498849299724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782359357","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01126779,0.9827898,0.000021600139,0.00007210637,0.0005881097,0.00054655265,0.000008178241,0.000014587941,0.0046912623],"genre_scores_gemma":[0.0021058964,0.9949181,0.0013842807,0.000066625835,0.001296963,0.0000031805196,0.0000140391785,0.00014861811,0.00006229105],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99360037,0.0031276743,0.0018027263,0.0004752162,0.00041613358,0.00057788665],"domain_scores_gemma":[0.99688804,0.00027582346,0.0014010263,0.00054649945,0.0005347631,0.00035386154],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020279458,0.00049095356,0.0028338663,0.0013642401,0.00004524374,0.000015610427,0.0007365093,0.00022291935,0.00019321482],"category_scores_gemma":[0.0010450699,0.00034296274,0.0008209571,0.0005925055,0.00054997846,0.00009362082,0.00018673865,0.0018946676,0.0006051234],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037230176,0.000104618775,0.0002599569,0.0023668539,0.0002943677,0.008301178,0.00014435643,1.9498168e-7,8.491566e-7,0.00004387243,0.00018791389,0.98792356],"study_design_scores_gemma":[0.00250353,0.019918952,0.006520392,0.019012954,0.0006750222,0.007921349,0.00013286775,0.0000042867337,0.000002564428,0.00005136107,0.942839,0.0004176821],"about_ca_topic_score_codex":0.0000032779574,"about_ca_topic_score_gemma":0.0000023910827,"teacher_disagreement_score":0.98750585,"about_ca_system_score_codex":0.00034212813,"about_ca_system_score_gemma":0.0002449842,"threshold_uncertainty_score":0.99990225},"labels":[],"label_agreement":null},{"id":"W2782890984","doi":"10.1007/s11325-017-1615-1","title":"Diagnostic accuracy of level IV portable sleep monitors versus polysomnography for obstructive sleep apnea: a systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto; Toronto General Hospital; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Gold standard (test); Neurology; Apnea–hypopnea index; Meta-analysis; Observational study; Sleep apnea; Otorhinolaryngology; Apnea; Physical therapy; Cochrane Library; Internal medicine; Surgery; Psychiatry","score_opus":0.11289292831824904,"score_gpt":0.3791992728218105,"score_spread":0.26630634450356144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782890984","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007410774,0.9885204,0.00085383316,0.00008409182,0.00023341997,0.009087694,0.0009653384,0.00005780795,0.00012331016],"genre_scores_gemma":[0.001921387,0.99231535,0.0027083,0.00007081293,0.0002034431,0.0021713388,0.00034142408,0.00016391257,0.00010400538],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99369866,0.00061711814,0.0023672318,0.0014509046,0.0009877633,0.00087829976],"domain_scores_gemma":[0.9885149,0.006585857,0.002043665,0.0014274877,0.0009062728,0.0005217977],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018047558,0.0011975333,0.013072576,0.0015094847,0.0003425112,0.00013413292,0.0004914093,0.0005298149,0.000112908005],"category_scores_gemma":[0.005909801,0.00081957877,0.0045658993,0.0023522459,0.00051943545,0.0003842846,0.00035832822,0.00072787196,0.00000999364],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053755262,0.0001037361,0.000052848183,0.6879222,0.2847488,0.00004434711,0.00018595382,2.713603e-7,5.0102136e-7,0.00008358196,0.000017110833,0.02678692],"study_design_scores_gemma":[0.001135952,0.00040481304,0.000037102283,0.024013001,0.9716142,0.00021455168,0.00025595483,0.00012272637,0.0000068773033,0.00004331713,0.0014664787,0.0006850227],"about_ca_topic_score_codex":0.00016991934,"about_ca_topic_score_gemma":0.00001621923,"teacher_disagreement_score":0.6868654,"about_ca_system_score_codex":0.00017156721,"about_ca_system_score_gemma":0.00008489591,"threshold_uncertainty_score":0.99942553},"labels":[],"label_agreement":null},{"id":"W2783655044","doi":"10.4103/prcm.prcm_13_17","title":"The Asian Paediatric Pulmonology Society (APPS) position statement on childhood obstructive sleep apnea syndrome","year":2017,"lang":"en","type":"article","venue":"Pediatric Respirology and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Guideline; Tonsillectomy; Adenoidectomy; Position statement; Pediatrics; Polysomnography; Pulmonology; Intensive care medicine; Physical therapy; Family medicine; Internal medicine; Surgery; Apnea","score_opus":0.014259770222509547,"score_gpt":0.32091208100658863,"score_spread":0.30665231078407906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783655044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8927918,0.008712284,0.000352333,0.090920165,0.001146354,0.0009765706,0.00003945499,0.000081324804,0.004979709],"genre_scores_gemma":[0.99534124,0.0009340309,0.00018016413,0.0014187252,0.0018641541,0.00013281,0.00004048872,0.000040555726,0.00004785776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965091,0.00033467324,0.000612798,0.00082548545,0.0007464428,0.0009715241],"domain_scores_gemma":[0.9965079,0.0013045856,0.00019578038,0.0009912228,0.0004723124,0.00052819063],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00085284293,0.00037923342,0.00066326576,0.00021598343,0.0019276735,0.000065709864,0.00042981416,0.00043436693,0.00012881683],"category_scores_gemma":[0.0037383474,0.00024729772,0.0001767688,0.00021350678,0.0024901407,0.00014485503,0.0003039766,0.0012603499,0.000049521626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032680451,0.00077202206,0.6432703,0.0011203599,0.0006697,0.0030533606,0.00476716,0.0000027836015,0.00031621256,0.02965741,0.0030529413,0.3100497],"study_design_scores_gemma":[0.0038788922,0.005926076,0.97931296,0.000016631948,0.00082204875,0.0008593416,0.0034968343,0.00008787821,0.000039706752,0.0038518612,0.0014505688,0.0002572037],"about_ca_topic_score_codex":0.000039689003,"about_ca_topic_score_gemma":0.000013265215,"teacher_disagreement_score":0.33604267,"about_ca_system_score_codex":0.00020260365,"about_ca_system_score_gemma":0.00008879147,"threshold_uncertainty_score":0.9999979},"labels":[],"label_agreement":null},{"id":"W2783657618","doi":"10.1016/j.resp.2018.01.003","title":"The effect of continuous positive airway pressure on spectral encephalogram characteristics in stroke patients with obstructive sleep apnea","year":2018,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute; University of Toronto; Toronto Rehabilitation Institute; Toronto Metropolitan University; University Health Network","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Medicine; Cardiology; Airway; Apnea; Sleep apnea; Anesthesia; Stroke (engine); Internal medicine","score_opus":0.005387463268392405,"score_gpt":0.24912429646955891,"score_spread":0.24373683320116651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783657618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99715346,0.00004737118,0.000005407246,0.000056709447,0.0004284259,0.0014249593,0.00016312797,0.000034458448,0.0006860671],"genre_scores_gemma":[0.99924713,0.0000030211081,0.000016095393,0.0002638053,0.00027218778,0.00008191923,0.00004651004,0.000042399428,0.000026945587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964564,0.0013673096,0.000474575,0.00072124385,0.00022223985,0.00075825234],"domain_scores_gemma":[0.9972482,0.0012486534,0.00033431328,0.00064146414,0.0004038216,0.00012357837],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00028879588,0.0003768562,0.0009035027,0.00021330302,0.00017080636,0.000008622212,0.00034018327,0.00027641858,0.000042117128],"category_scores_gemma":[0.00046761538,0.0002265013,0.00012613097,0.0002930624,0.002743396,0.000058103924,0.00014420858,0.0008261202,0.000039934454],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0164297,0.00031077676,0.6456884,0.000055412987,0.00043023707,0.000033003547,0.0001304727,0.0000052669247,0.3230977,0.00029765503,0.000018142771,0.013503241],"study_design_scores_gemma":[0.0035565726,0.03235503,0.88427925,0.000026992493,0.00009212955,0.000007485792,0.000020351417,0.0000315906,0.0788715,0.000015137212,0.00058738893,0.00015656478],"about_ca_topic_score_codex":0.000010926707,"about_ca_topic_score_gemma":0.000010186725,"teacher_disagreement_score":0.2442262,"about_ca_system_score_codex":0.00007070864,"about_ca_system_score_gemma":0.00004550604,"threshold_uncertainty_score":0.99997056},"labels":[],"label_agreement":null},{"id":"W2783783250","doi":"10.1164/rccm.201707-1435oc","title":"Phenotyping Pharyngeal Pathophysiology using Polysomnography in Patients with Obstructive Sleep Apnea","year":2018,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":269,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute","keywords":"Polysomnography; Medicine; Obstructive sleep apnea; Apnea; Ventilation (architecture); Gold standard (test); Continuous positive airway pressure; Airway; Anesthesia; Control of respiration; Sleep apnea; Pharyngeal muscles; Cardiology; Respiratory system; Internal medicine","score_opus":0.015914649593910056,"score_gpt":0.3143337298932339,"score_spread":0.29841908029932385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783783250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973159,0.0010761352,0.0007784455,0.00026618733,0.00018796227,0.00016827203,0.0000057950756,0.000007777869,0.00019355472],"genre_scores_gemma":[0.9965073,0.0000038269895,0.0014626179,0.0012620396,0.00073379965,0.0000020699886,0.0000017894216,0.000026263719,3.0430823e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978923,0.00028073095,0.00050573517,0.00029118604,0.0006037328,0.00042627525],"domain_scores_gemma":[0.99744695,0.00026936905,0.0001967638,0.00019355322,0.0014555833,0.00043779373],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00029180196,0.00021304478,0.0007649528,0.0005830594,0.0001116871,0.000008696455,0.000116372044,0.0000592753,0.000061230734],"category_scores_gemma":[0.0006157258,0.00014488664,0.00006934616,0.00074537366,0.004599468,0.00017902776,0.000050508126,0.00059348025,0.0000010142908],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043811463,0.00013204088,0.7453965,0.00009990737,0.00010318737,0.00023848207,0.0017817654,8.904697e-7,0.0052959593,0.00016927077,0.0000037635316,0.24239708],"study_design_scores_gemma":[0.007414649,0.03385441,0.9418379,0.00041476858,0.0003390537,0.00011182836,0.014573491,0.000084045554,0.0007786307,0.00020917438,0.00013478952,0.00024726565],"about_ca_topic_score_codex":0.000027778005,"about_ca_topic_score_gemma":0.0000039493434,"teacher_disagreement_score":0.24214981,"about_ca_system_score_codex":0.00011561162,"about_ca_system_score_gemma":0.00007904896,"threshold_uncertainty_score":0.99810946},"labels":[],"label_agreement":null},{"id":"W2784164404","doi":"10.5664/jcsm.6866","title":"More Than the Trajectory of the Teeth, We Need to Know About the Treatment Trajectory of Patients","year":2018,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Jewish General Hospital; McGill University; Canadian Sleep & Circadian Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Intervention (counseling); Family medicine; Biostatistics; Randomized controlled trial; Gerontology; Psychiatry; Public health; Nursing","score_opus":0.061896567098063786,"score_gpt":0.3963239724544506,"score_spread":0.3344274053563868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784164404","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39179385,0.002980467,0.000027985912,0.59781504,0.0045841713,0.0019470687,0.000073732794,0.00000967642,0.00076798414],"genre_scores_gemma":[0.67641324,0.004824628,0.00039677392,0.24985993,0.06469118,0.000081582184,0.00005883961,0.00033925354,0.0033345558],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98886555,0.0017688104,0.004206188,0.0004912178,0.0039836494,0.00068458763],"domain_scores_gemma":[0.98568076,0.0062431,0.0035627566,0.0017921309,0.0022875313,0.00043373398],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004336241,0.0006435846,0.002947274,0.00039750847,0.00016348512,0.000012141211,0.0018603518,0.0009043592,0.0006679669],"category_scores_gemma":[0.006523481,0.00022820584,0.0018477364,0.0007703858,0.0036429318,0.00006475578,0.00019030382,0.004912781,0.000016655133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044072974,0.0020106407,0.10456042,0.0005247221,0.004493209,0.00020804649,0.0048696073,0.000010001309,0.00032693607,0.000006951793,0.771982,0.10660016],"study_design_scores_gemma":[0.010030399,0.016232893,0.38215372,0.0023925102,0.003125144,0.00007269302,0.0011143911,0.000029541923,0.0005103238,0.000056057648,0.58405054,0.00023177917],"about_ca_topic_score_codex":0.00009778507,"about_ca_topic_score_gemma":0.00004292262,"teacher_disagreement_score":0.34795514,"about_ca_system_score_codex":0.00035351346,"about_ca_system_score_gemma":0.00049101043,"threshold_uncertainty_score":0.99906856},"labels":[],"label_agreement":null},{"id":"W2784621240","doi":"10.1007/s11325-018-1631-9","title":"Intermittent nocturnal hypoxia and metabolic risk in obese adolescents with obstructive sleep apnea","year":2018,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Medicine; Neurology; Nocturnal; Hypoxia (environmental); Sleep apnea; Otorhinolaryngology; Obesity; Sleep (system call); Intermittent hypoxia; Apnea; Physical therapy; Cardiology; Pediatrics; Anesthesia; Internal medicine; Psychiatry","score_opus":0.010842620838852662,"score_gpt":0.26192696494403395,"score_spread":0.25108434410518127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784621240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965126,0.0010347243,0.0007746211,0.00015674731,0.0001586434,0.0004642973,0.00001110164,0.00003981355,0.00084747205],"genre_scores_gemma":[0.9974022,0.000075989425,0.0019595732,0.00014896622,0.0003228178,0.000017264236,0.0000036973634,0.00004030266,0.000029192015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801034,0.00012984587,0.00029661696,0.0005797041,0.0004439314,0.0005395528],"domain_scores_gemma":[0.99900687,0.000046449575,0.00011658781,0.00029304103,0.00019763476,0.00033941274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035546048,0.00029279417,0.00045971936,0.00036074448,0.00020581712,0.00008738238,0.00011634889,0.00012124823,0.000032485128],"category_scores_gemma":[0.0001426912,0.00021387501,0.000053733394,0.0003395733,0.0005528391,0.00029543304,0.00020935877,0.0007086861,0.000015086678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008424541,0.0001194893,0.6511986,0.0000921009,0.00019033084,0.0002252021,0.0031187744,7.5194777e-7,0.0023775706,0.000091451955,0.0000017904742,0.34174144],"study_design_scores_gemma":[0.0049081575,0.00050430134,0.9831172,0.00034466817,0.00023004196,0.0009825483,0.0014813689,0.0042177527,0.0035790126,0.00027345802,0.00010377372,0.0002577191],"about_ca_topic_score_codex":0.00031903,"about_ca_topic_score_gemma":0.00012854295,"teacher_disagreement_score":0.3414837,"about_ca_system_score_codex":0.000083598425,"about_ca_system_score_gemma":0.000018162475,"threshold_uncertainty_score":0.872157},"labels":[],"label_agreement":null},{"id":"W2785842418","doi":"10.1152/ajpheart.00173.2017","title":"Atrial arrhythmias and autonomic dysfunction in rats exposed to chronic intermittent hypoxia","year":2018,"lang":"en","type":"article","venue":"American Journal of Physiology-Heart and Circulatory Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Internal medicine; Endocrinology; Atrial fibrillation; Medicine; Muscarinic acetylcholine receptor; Carbachol; Atropine; Stimulation; Anesthesia; Cardiology; Receptor","score_opus":0.01669181287505141,"score_gpt":0.2791289875878306,"score_spread":0.2624371747127792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785842418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99829763,0.0003105515,0.000005794624,0.0005384589,0.0005412098,0.0002701881,0.0000026557288,0.000012337267,0.00002120014],"genre_scores_gemma":[0.997038,0.00004144842,0.00022358078,0.00062559627,0.002029874,0.0000061791693,0.0000031724358,0.000025050851,0.000007070598],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99814004,0.0002913537,0.0005109436,0.00045740991,0.00015755698,0.00044267144],"domain_scores_gemma":[0.9988263,0.00013262164,0.00026556707,0.00027375514,0.0001993889,0.0003023634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003515965,0.00022129413,0.0008656292,0.0004010503,0.00008319544,0.0000099969775,0.000108806045,0.000098782,0.00009455247],"category_scores_gemma":[0.000096973505,0.00018708131,0.0001656517,0.00026878348,0.0013271569,0.00011640317,0.00012121074,0.00047674828,0.000043158667],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015891475,0.000051730076,0.0033606843,0.000022420121,0.00015823863,0.0000030333701,0.00030113393,0.00001902734,0.97781056,0.000019955894,0.00007047905,0.016593615],"study_design_scores_gemma":[0.00235808,0.006944978,0.9808255,0.000053533764,0.000058099755,0.0004090294,0.00036686813,0.00029159687,0.0075380476,0.0003114595,0.0006725851,0.0001702204],"about_ca_topic_score_codex":0.000026087422,"about_ca_topic_score_gemma":0.000009713104,"teacher_disagreement_score":0.9774648,"about_ca_system_score_codex":0.000248744,"about_ca_system_score_gemma":0.00017791656,"threshold_uncertainty_score":0.76289546},"labels":[],"label_agreement":null},{"id":"W2786168480","doi":"10.1513/annalsats.201711-888ws","title":"Knowledge Gaps in the Perioperative Management of Adults with Obstructive Sleep Apnea and Obesity Hypoventilation Syndrome. An Official American Thoracic Society Workshop Report","year":2018,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital","funders":"National Heart, Lung, and Blood Institute; Society of Anesthesia and Sleep Medicine","keywords":"Medicine; Obesity hypoventilation syndrome; Obstructive sleep apnea; Hypoventilation; Obesity; Sleep medicine; Sleep apnea; Perioperative; Intensive care medicine; Internal medicine; Anesthesia; Respiratory system; Psychiatry; Sleep disorder; Insomnia","score_opus":0.05448407706044241,"score_gpt":0.3986538773797386,"score_spread":0.3441698003192962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786168480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954209,0.00023054262,0.0010554582,0.0012880675,0.000064957865,0.0012930587,0.00002965583,0.000030205225,0.0005871953],"genre_scores_gemma":[0.99060756,0.00016959923,0.008540835,0.0003527833,0.00011376288,0.00006634377,0.000020744026,0.000044922308,0.00008347826],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966666,0.00056245486,0.0005996786,0.0007082983,0.00092382974,0.0005391183],"domain_scores_gemma":[0.99669564,0.00022271421,0.0009863094,0.0010620095,0.0008910527,0.00014226101],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014544928,0.00035756364,0.00082260155,0.000074784184,0.00033253137,0.000037538874,0.0005072887,0.00007769938,0.000016378077],"category_scores_gemma":[0.0001008858,0.00022446467,0.0004171469,0.0023284734,0.0054535414,0.00024605924,0.0003296714,0.00055242644,0.0000026019761],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006169448,0.0026960582,0.32891583,0.0010979285,0.003254851,0.00014627105,0.11263144,0.00006260719,0.0025687837,0.00027404656,0.00039839806,0.54178435],"study_design_scores_gemma":[0.00056857645,0.0015843268,0.8644342,0.00029072235,0.00027327854,0.00022861197,0.12383178,0.0026550863,0.0056573665,0.000072219984,0.00012958821,0.000274242],"about_ca_topic_score_codex":0.00032615196,"about_ca_topic_score_gemma":0.00013315557,"teacher_disagreement_score":0.5415101,"about_ca_system_score_codex":0.00010756418,"about_ca_system_score_gemma":0.000093576025,"threshold_uncertainty_score":0.99725306},"labels":[],"label_agreement":null},{"id":"W2788596829","doi":"10.1136/thoraxjnl-2017-211152","title":"Ventilatory support or respiratory muscle training as adjuncts to exercise in obese CPAP-treated patients with obstructive sleep apnoea: a randomised controlled trial","year":2018,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"AstraZeneca; Agence Nationale de la Recherche; ResMed; GlaxoSmithKline; Agir pour les Maladies Chroniques; Philips","keywords":"Medicine; Continuous positive airway pressure; Body mass index; Blood pressure; Aerobic exercise; Physical therapy; Internal medicine; Cardiology; Anesthesia; Obstructive sleep apnea","score_opus":0.030348994957488853,"score_gpt":0.3153212491988773,"score_spread":0.28497225424138845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788596829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98244387,0.00006306859,0.000017991259,0.000049390277,0.00048970996,0.012518517,0.000018272167,0.00011612722,0.004283045],"genre_scores_gemma":[0.9970068,0.0000025582178,0.0004784921,0.00023207306,0.0003603323,0.0012767856,0.00003084129,0.000108375534,0.00050374],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.995951,0.00032913187,0.0008113582,0.0008366104,0.0011527755,0.0009191018],"domain_scores_gemma":[0.99722755,0.0003033734,0.00023495487,0.0007148184,0.00084956316,0.00066972297],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011047404,0.000455836,0.0014505284,0.0007215776,0.00015958151,0.000044935314,0.0002665873,0.00023403265,0.0015426191],"category_scores_gemma":[0.0016043562,0.00032164762,0.00019899596,0.0010813315,0.00038341814,0.00024449933,0.00011911602,0.0004892328,0.0003984025],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9443191,0.0007241366,0.012076122,0.000057563695,0.0003283558,0.00034183476,0.003353644,0.0000023570344,0.0017569667,0.000013233277,0.00009977208,0.03692691],"study_design_scores_gemma":[0.86553925,0.007279158,0.1209334,0.00032990766,0.00035361157,0.000005867673,0.0010493248,0.000068767695,0.0033910205,0.000032280182,0.0006162498,0.00040118938],"about_ca_topic_score_codex":0.000058567675,"about_ca_topic_score_gemma":0.00010358872,"teacher_disagreement_score":0.108857274,"about_ca_system_score_codex":0.0004270457,"about_ca_system_score_gemma":0.0004429437,"threshold_uncertainty_score":0.9999236},"labels":[],"label_agreement":null},{"id":"W2788729721","doi":"10.1371/journal.pone.0192084","title":"Intermittent hypoxia causes histological kidney damage and increases growth factor expression in a mouse model of obstructive sleep apnea","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Saudi Arabian Cultural Bureau","keywords":"Obstructive sleep apnea; Hypoxia (environmental); Intermittent hypoxia; Sleep apnea; Kidney; Medicine; Apnea; Pathology; Internal medicine; Endocrinology; Cardiology; Biology; Chemistry; Oxygen","score_opus":0.05788130240713814,"score_gpt":0.2782909616044185,"score_spread":0.2204096591972804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788729721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983832,0.0000694285,0.00022674457,0.00020359275,0.000017407345,0.0005627438,0.000156653,0.000049250884,0.00033094018],"genre_scores_gemma":[0.99244976,0.000023747938,0.0070924917,0.00014081581,0.00007140597,0.000048087244,0.000017764834,0.00003192322,0.00012401606],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99813527,0.00012507293,0.00037134715,0.00045425264,0.00056417286,0.00034987112],"domain_scores_gemma":[0.9986052,0.00015822149,0.00012152206,0.0003576813,0.00038239025,0.00037498097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011248893,0.00021566033,0.000573175,0.00031006473,0.00005474778,0.000012522777,0.00016331229,0.00015129236,0.00015500949],"category_scores_gemma":[0.0021099485,0.00017413334,0.0000536412,0.00017293359,0.00069815124,0.00017881699,0.00032676768,0.00033816768,0.0000114930535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008317843,0.0019920345,0.13369337,0.00026734782,0.00014909901,0.000026212398,0.0008037665,3.2910233e-7,0.86162126,0.00008828956,0.000016538968,0.0005099732],"study_design_scores_gemma":[0.0022962715,0.0007642751,0.1403066,0.00028062073,0.00010887465,0.000008262185,0.00036338484,0.0130430795,0.84227157,0.00036089856,0.0000013818739,0.00019477577],"about_ca_topic_score_codex":0.00011022858,"about_ca_topic_score_gemma":0.000016360367,"teacher_disagreement_score":0.019349683,"about_ca_system_score_codex":0.00017395263,"about_ca_system_score_gemma":0.00004905383,"threshold_uncertainty_score":0.7100951},"labels":[],"label_agreement":null},{"id":"W2789461860","doi":"","title":"Effect of Maxillomandibular Advancement Surgery on Blood Pressure in Patients with Obstructive Sleep Apnea: A Pilot Study","year":2013,"lang":"en","type":"article","venue":"Library and Archives Canada (Government of Canada)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Blood pressure; Sleep (system call); Anesthesia; Surgery; Internal medicine; Computer science","score_opus":0.0029678139152668525,"score_gpt":0.16558396619874613,"score_spread":0.16261615228347928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789461860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929271,0.00013692933,0.0000038322555,0.00022647833,0.00006259812,0.001604338,0.000071309354,0.000005164473,0.0049622534],"genre_scores_gemma":[0.9993738,0.000006610386,0.00010358613,0.000079572674,0.0000149196,0.00007658245,0.00000982614,0.000027392678,0.00030771663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964147,0.00017999328,0.00034092917,0.0003409202,0.002376055,0.00034740358],"domain_scores_gemma":[0.99875313,0.00053058786,0.00016920303,0.00030375042,0.00000349985,0.00023980164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002703576,0.00024026119,0.0005414394,0.000079531426,0.000058658065,0.000008801336,0.00012125938,0.000016005439,0.000061225765],"category_scores_gemma":[0.000016875849,0.00017996128,0.000023491175,0.0001528813,0.00010619156,0.00025350312,0.00010969858,0.00019099252,5.628866e-9],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063492497,0.0007195688,0.9789264,0.00044391156,0.00059400627,0.00008900625,0.00005201208,0.00004361097,0.0020456568,0.00031521826,0.0000114200375,0.010409928],"study_design_scores_gemma":[0.0040438063,0.009778111,0.9399685,0.00013558283,0.00016130811,0.0000018377125,0.00064998074,0.00016900209,0.044840284,0.000017099443,0.00007408786,0.00016038526],"about_ca_topic_score_codex":0.0030984508,"about_ca_topic_score_gemma":0.0024966656,"teacher_disagreement_score":0.042794626,"about_ca_system_score_codex":0.000010838408,"about_ca_system_score_gemma":0.00024436024,"threshold_uncertainty_score":0.7338608},"labels":[],"label_agreement":null},{"id":"W2790158690","doi":"10.1213/ane.0000000000003309","title":"Research Needs Assessment for Children With Obstructive Sleep Apnea Undergoing Diagnostic or Surgical Procedures","year":2018,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Obstructive sleep apnea; Intensive care medicine; Sleep apnea; Surgical procedures; Surgery; Anesthesia","score_opus":0.028209683262004674,"score_gpt":0.3517129693059124,"score_spread":0.3235032860439077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790158690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98999184,0.00019852756,0.0013203274,0.003737299,0.00003158971,0.0028843493,0.000005795418,0.000145101,0.001685159],"genre_scores_gemma":[0.99200195,0.000037666003,0.005481224,0.0001861278,0.000979984,0.0005259819,0.00006958664,0.00013190732,0.0005855845],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955463,0.00032442698,0.0004307786,0.00083392154,0.0015578289,0.0013067834],"domain_scores_gemma":[0.9944987,0.0027003118,0.00012768597,0.00072010054,0.001429437,0.00052373327],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011155012,0.00041399975,0.000636576,0.00081905664,0.00068628846,0.00015177699,0.00042884494,0.000235436,0.00034752375],"category_scores_gemma":[0.00088356296,0.000285837,0.00015988301,0.001920581,0.0012256551,0.00024677816,0.00009458796,0.0006894968,0.000091212096],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067930813,0.0010286006,0.9397427,0.00054229225,0.0016018657,0.0022187675,0.001145314,0.000017196277,0.0005194207,0.018319381,0.0016482748,0.026423128],"study_design_scores_gemma":[0.0056901705,0.0077453703,0.970479,0.00025385368,0.00033479874,0.006516832,0.002516523,0.000858499,0.0029889636,0.0007042756,0.001394775,0.0005169488],"about_ca_topic_score_codex":0.000100839934,"about_ca_topic_score_gemma":0.00015889292,"teacher_disagreement_score":0.030736312,"about_ca_system_score_codex":0.0003998765,"about_ca_system_score_gemma":0.0007911365,"threshold_uncertainty_score":0.99995935},"labels":[],"label_agreement":null},{"id":"W2790187570","doi":"10.1117/12.2290672","title":"Non-contact assessment of obstructive sleep apnea cardiovascular biomarkers using photoplethysmography imaging","year":2018,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Photoplethysmogram; Obstructive sleep apnea; Medicine; Sleep apnea; Sleep (system call); Cardiology; Internal medicine; Computer science; Computer vision","score_opus":0.01776406454180164,"score_gpt":0.3153238931853389,"score_spread":0.29755982864353725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790187570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9323686,0.000249974,0.04576021,0.00006952059,0.0004002179,0.0009600626,0.000012653852,0.00006470573,0.02011407],"genre_scores_gemma":[0.9714228,0.0000046510013,0.028188022,0.000060172875,0.00021709781,0.000021023921,0.000011053202,0.0000553176,0.000019855497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971769,0.00010668905,0.0004448886,0.00061534543,0.0010664448,0.000589769],"domain_scores_gemma":[0.9978267,0.00007715898,0.0001325203,0.00085753103,0.00085543894,0.00025065683],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00066140393,0.0002910132,0.00071721146,0.00066447735,0.00014792793,0.0000300679,0.00021425918,0.0000936966,0.00046646467],"category_scores_gemma":[0.000067754685,0.00025365813,0.0007692702,0.0010384464,0.0006139294,0.00022917938,0.00017851741,0.00027773433,0.000011617312],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021060464,0.00017856131,0.5022877,0.00017743144,0.005597914,0.00010435498,0.00027591895,0.000009185621,0.46160322,0.00035317225,0.000026851247,0.029175082],"study_design_scores_gemma":[0.0041232747,0.00033971554,0.6384382,0.000086453896,0.0009172636,0.0001937503,0.0021526224,0.06753975,0.28543752,0.00010075077,0.00025738147,0.00041327567],"about_ca_topic_score_codex":0.000792829,"about_ca_topic_score_gemma":0.0000075063026,"teacher_disagreement_score":0.17616571,"about_ca_system_score_codex":0.00027586412,"about_ca_system_score_gemma":0.00010073678,"threshold_uncertainty_score":0.99999154},"labels":[],"label_agreement":null},{"id":"W2790223259","doi":"10.1016/j.jstrokecerebrovasdis.2017.12.052","title":"A Modified Definition for Obstructive Sleep Apnea in Home Sleep Apnea Testing after Stroke or Transient Ischemic Attack","year":2018,"lang":"en","type":"article","venue":"Journal of Stroke and Cerebrovascular Diseases","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Continuous positive airway pressure; Obstructive sleep apnea; Sleep apnea; Stroke (engine); Apnea; Anesthesia; Cardiology; Polysomnography; Internal medicine; Physical therapy","score_opus":0.033302953761795276,"score_gpt":0.28344327531275,"score_spread":0.2501403215509547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790223259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919606,0.0014424692,0.004674602,0.00016448322,0.00020557814,0.00073794875,0.0002526814,0.00002180897,0.0005398247],"genre_scores_gemma":[0.99373394,0.00004443521,0.005168006,0.000111523725,0.00071052474,0.000082090126,0.000019179945,0.000058100028,0.00007218588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972602,0.000107623346,0.0007654853,0.00043936746,0.0008188847,0.00060844934],"domain_scores_gemma":[0.9976091,0.0003219977,0.0002968159,0.00031374968,0.0009426441,0.0005157291],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034649114,0.00034107236,0.0007588137,0.0005250247,0.00013683146,0.00007683801,0.0001763259,0.00015350558,0.0001539139],"category_scores_gemma":[0.0006215658,0.00026389834,0.0005202328,0.00036706377,0.00036070822,0.00042817445,0.000065792585,0.0004260235,0.000007838586],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028871588,0.0026379502,0.73415035,0.002389852,0.0051511554,0.00066154107,0.0022654948,0.00021034516,0.04090255,0.00008406646,0.0005085361,0.18216655],"study_design_scores_gemma":[0.026035275,0.0053828545,0.93793523,0.0005645903,0.002813229,0.0012192612,0.003855341,0.0118703125,0.008197501,0.00019266819,0.0011534708,0.00078024284],"about_ca_topic_score_codex":0.000015269943,"about_ca_topic_score_gemma":0.00001774624,"teacher_disagreement_score":0.20378488,"about_ca_system_score_codex":0.00019226875,"about_ca_system_score_gemma":0.00012456249,"threshold_uncertainty_score":0.99998134},"labels":[],"label_agreement":null},{"id":"W2791228150","doi":"10.1016/j.cjca.2018.03.006","title":"Prevalence and Clinical Correlates of Sleep-Disordered Breathing in Patients Hospitalized With Acute Decompensated Heart Failure","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Health, Labour and Welfare","keywords":"Medicine; Polysomnography; Acute decompensated heart failure; Obstructive sleep apnea; Cardiology; Heart failure; Internal medicine; Ejection fraction; Central sleep apnea; Body mass index; Apnea–hypopnea index; Apnea","score_opus":0.010779972447969629,"score_gpt":0.2878365147537308,"score_spread":0.27705654230576116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791228150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985629,0.00013139081,0.00012934304,0.0004811178,0.00021248555,0.00024606896,0.0000157687,0.000002338332,0.00021861945],"genre_scores_gemma":[0.9987047,0.000023508912,0.0010653682,0.000045946595,0.00013330512,0.0000011099297,0.0000033219355,0.000014845734,0.000007909349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858654,0.00025359212,0.0005036109,0.00017353981,0.00016675377,0.0003159713],"domain_scores_gemma":[0.99830407,0.00010930394,0.00018814752,0.00016983997,0.00074661616,0.00048204552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000516586,0.00011233953,0.00066653435,0.00033176044,0.00004243865,0.000008333563,0.0001189479,0.00015766667,0.000029987496],"category_scores_gemma":[0.0004875769,0.00008726956,0.00009571746,0.00018963976,0.000801001,0.00008783902,0.000020698166,0.0004370744,0.0000028624581],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055545324,0.000007657489,0.99721557,0.000023598406,0.00042042418,0.00015796926,0.00014117201,0.000006031689,0.000036360507,0.0000112489415,0.00016887493,0.001255654],"study_design_scores_gemma":[0.0047771875,0.0035202045,0.99015176,0.00012584393,0.00017726849,0.00065663125,0.000059062793,0.0000552193,0.000040762534,0.000043298445,0.0003163898,0.00007638046],"about_ca_topic_score_codex":0.0003692127,"about_ca_topic_score_gemma":0.00070832245,"teacher_disagreement_score":0.007063804,"about_ca_system_score_codex":0.00009683051,"about_ca_system_score_gemma":0.0004127515,"threshold_uncertainty_score":0.35587496},"labels":[],"label_agreement":null},{"id":"W2791237323","doi":"10.1590/2177-6709.22.6.035-042.oar","title":"Comparison of airway dimensions in skeletal Class I malocclusion subjects with different vertical facial patterns","year":2017,"lang":"en","type":"article","venue":"Dental Press Journal of Orthodontics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Malocclusion; Analysis of variance; Student's t-test; Medicine; Orthodontics; Cephalometry; Mann–Whitney U test; Airway; Dentistry; Mathematics; Statistical significance; Internal medicine; Surgery","score_opus":0.05152642327949066,"score_gpt":0.36856654165146047,"score_spread":0.3170401183719698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791237323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99718016,0.00015465824,0.0016856553,0.00014555233,0.0003360124,0.00026209978,0.000014369901,0.0000046256196,0.00021684868],"genre_scores_gemma":[0.9992605,0.000038988597,0.0005223684,0.000009701019,0.000116105024,0.0000015305824,0.000004789175,0.000025287005,0.00002073479],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975931,0.00014231616,0.0006657883,0.0001749928,0.0010945927,0.00032919736],"domain_scores_gemma":[0.9985132,0.00012970206,0.0004005491,0.00038741142,0.00029572626,0.00027337405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028076887,0.0001883927,0.000726045,0.00018384692,0.00013310814,0.000051473984,0.0003211361,0.00011584363,0.00003541022],"category_scores_gemma":[0.00033300504,0.00013073499,0.00017357805,0.00004803385,0.0002964919,0.00020862374,0.00030800805,0.0007396553,0.000001590618],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012651541,0.00096442463,0.9747934,0.00012191599,0.00014166244,0.0006866605,0.00032186223,0.000039458067,0.017689072,0.00006930607,0.000014147293,0.003892973],"study_design_scores_gemma":[0.0041131424,0.0013648984,0.92427117,0.0003650028,0.00017281939,0.00030495756,0.0003548796,0.002166198,0.06672319,0.0000055150335,0.00003936107,0.00011884857],"about_ca_topic_score_codex":0.000061060266,"about_ca_topic_score_gemma":0.00032329507,"teacher_disagreement_score":0.05052218,"about_ca_system_score_codex":0.00013004063,"about_ca_system_score_gemma":0.000043991815,"threshold_uncertainty_score":0.5331218},"labels":[],"label_agreement":null},{"id":"W2791293819","doi":"10.1016/j.anorl.2017.12.012","title":"International consensus (ICON) on the ENT role in diagnosis of obstructive sleep apnea syndrome","year":2018,"lang":"en","type":"article","venue":"European Annals of Otorhinolaryngology Head and Neck Diseases","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Obstructive sleep apnea; Icon; Medicine; Legitimacy; Disease; Intensive care medicine; Pediatrics; Political science; Internal medicine; Law","score_opus":0.03626527977257041,"score_gpt":0.3119856755206558,"score_spread":0.2757203957480854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791293819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98562497,0.00061584543,7.73589e-7,0.0027823246,0.00018408684,0.00039152382,0.00016931962,0.000019131225,0.010211997],"genre_scores_gemma":[0.9989819,0.000117350915,0.000035368597,0.000617733,0.00014515835,0.000017808004,0.000016938217,0.000025742516,0.000042034215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982482,0.000424103,0.00039192595,0.0003419654,0.00030810697,0.00028570805],"domain_scores_gemma":[0.998559,0.0004593998,0.00016030295,0.00034339083,0.0003012411,0.00017664485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023667232,0.00017648343,0.0003768918,0.00026778635,0.000062318635,0.000009910265,0.00023967764,0.000048027643,0.0003233836],"category_scores_gemma":[0.0008068879,0.00012935861,0.00011786572,0.00017651528,0.0010960909,0.000054029886,0.00018598925,0.000217469,0.000047959395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001523578,0.00087142724,0.98255,0.00007272595,0.00033798162,0.0003686685,0.0004989016,9.377709e-7,0.0023912005,0.002222929,0.0005303945,0.008631257],"study_design_scores_gemma":[0.0011945297,0.0014114561,0.9897746,0.00013831352,0.000035809786,0.00008478189,0.00023217368,0.000079842335,0.0054576686,0.00020589653,0.0012824868,0.00010243941],"about_ca_topic_score_codex":0.000050736588,"about_ca_topic_score_gemma":0.000007876996,"teacher_disagreement_score":0.013356868,"about_ca_system_score_codex":0.000018559273,"about_ca_system_score_gemma":0.000024278985,"threshold_uncertainty_score":0.5275091},"labels":[],"label_agreement":null},{"id":"W2791426203","doi":"10.5664/jcsm.6992","title":"Obstructive Sleep Apnea Severity is Directly Related to Suicidal Ideation in Posttraumatic Stress Disorder","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Respiratory disturbance index; Obstructive sleep apnea; Medicine; Internal medicine; Sleep apnea; Depression (economics); Beck Depression Inventory; Sleep disorder; Suicidal ideation; Posttraumatic stress; Apnea; Psychiatry; Polysomnography; Insomnia; Poison control; Injury prevention; Anxiety; Emergency medicine","score_opus":0.04625295669965154,"score_gpt":0.4160490976889485,"score_spread":0.3697961409892969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791426203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750155,0.00032453856,0.0011542903,0.018015927,0.0017613985,0.0007535424,0.000013272949,0.000028783941,0.0029327397],"genre_scores_gemma":[0.9945807,0.000056954363,0.0018263622,0.0016318002,0.0016601551,0.000007538239,0.000011338465,0.00005333045,0.00017184543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99300814,0.0005763095,0.0034780533,0.0005179561,0.0017884417,0.0006310906],"domain_scores_gemma":[0.99401224,0.0015648967,0.0010185369,0.00054613786,0.0018691238,0.0009890719],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0041060774,0.00035281165,0.0017723994,0.0007157884,0.00010037762,0.000020443093,0.0004331177,0.0003953139,0.0016602685],"category_scores_gemma":[0.011307584,0.00025257582,0.00033872682,0.0013856912,0.00089608674,0.0003231534,0.0001404059,0.0018132579,0.0001251831],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038613316,0.0010561761,0.74207765,0.000117600226,0.00058840297,0.00037007977,0.002843645,0.000020108744,0.0010604552,0.0001186265,0.0005413188,0.2473446],"study_design_scores_gemma":[0.010536219,0.0073216236,0.97202426,0.0005678975,0.00034680206,0.00029483816,0.0016150016,0.0036506387,0.0010695439,0.0012332742,0.0010834215,0.00025647596],"about_ca_topic_score_codex":0.00028637907,"about_ca_topic_score_gemma":0.00021939081,"teacher_disagreement_score":0.24708812,"about_ca_system_score_codex":0.00027670036,"about_ca_system_score_gemma":0.0001119944,"threshold_uncertainty_score":0.99999267},"labels":[],"label_agreement":null},{"id":"W2791560462","doi":"10.1016/s0735-1097(18)31058-1","title":"EXTENDED CARDIAC MONITORING IN PATIENTS WITH SEVERE SLEEP APNEA AND NO HISTORY OF ATRIAL FIBRILLATION (THE REVEAL XT-SA STUDY)","year":2018,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Atrial fibrillation; Obstructive sleep apnea; Cardiology; Internal medicine; Observational study; Sleep apnea; Stroke (engine); Risk factor; Ischemic stroke; Prospective cohort study; Apnea; Ischemia","score_opus":0.012102116422241564,"score_gpt":0.267769252668173,"score_spread":0.2556671362459314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791560462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99764514,0.000306398,0.00001059191,0.00013619602,0.00091933354,0.0005187104,0.000015488327,0.0000019136962,0.00044620843],"genre_scores_gemma":[0.9983097,0.000017623155,0.00030243752,0.000008329841,0.001289469,0.0000013802394,2.974646e-7,0.000014805433,0.00005600212],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979507,0.0006882126,0.0004854967,0.00014088504,0.00055069156,0.00018402789],"domain_scores_gemma":[0.99764967,0.00026798606,0.00079744123,0.00032164907,0.0008990077,0.00006424458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007376283,0.00011744821,0.0008984607,0.00018760427,0.00003951134,0.0000015801321,0.00017909791,0.000039949166,0.000002958041],"category_scores_gemma":[0.00044553156,0.00006644789,0.00022261063,0.00032247894,0.0009648447,0.000060014852,0.00011422585,0.00028312646,5.940656e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063647595,0.000025059984,0.9857752,0.00001691593,0.00076111866,0.000012745034,0.0003270207,0.000072547205,0.00085069233,0.000003047595,0.00033100296,0.005459937],"study_design_scores_gemma":[0.0032976836,0.005443082,0.9883553,0.00003440402,0.00027485046,0.00007773729,0.0012686631,0.000026845632,0.000119422046,0.000009887012,0.001029089,0.00006308372],"about_ca_topic_score_codex":0.000043712236,"about_ca_topic_score_gemma":0.000001596648,"teacher_disagreement_score":0.005418022,"about_ca_system_score_codex":0.0004002865,"about_ca_system_score_gemma":0.00016180852,"threshold_uncertainty_score":0.35550106},"labels":[],"label_agreement":null},{"id":"W2791657414","doi":"10.14639/0392-100x-1641","title":"Anterior palatoplasty in the treatment of obstructive sleep apnoea - a systemic review","year":2018,"lang":"en","type":"review","venue":"Acta Otorhinolaryngologica Italica","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Palatoplasty; Sleep (system call); Otology; Intensive care medicine; Dentistry; Surgery","score_opus":0.0530179201651851,"score_gpt":0.35075315836075915,"score_spread":0.29773523819557407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791657414","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00807166,0.98021203,0.0000014891579,0.00011715293,0.00025900835,0.009309014,0.0002418493,0.000070306356,0.0017174758],"genre_scores_gemma":[0.011188006,0.985915,0.00012800236,0.00013296003,0.00033804835,0.0018990696,0.00020979995,0.00009685853,0.00009224003],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99365324,0.0014337001,0.0019073057,0.0012197236,0.0009199903,0.0008660679],"domain_scores_gemma":[0.9951927,0.00095967884,0.0011234685,0.0022196588,0.00028921745,0.00021524969],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008072922,0.0010466997,0.0053096763,0.00048658316,0.000112421774,0.000039651422,0.0011219777,0.0007324227,0.00032735377],"category_scores_gemma":[0.0006292713,0.00054072076,0.0016371324,0.0013512375,0.00065293425,0.00013421285,0.00019451586,0.00076848787,0.00019734284],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002277961,0.0024828636,0.003193545,0.17266563,0.0027743557,0.001296234,0.0009910228,1.1581374e-8,0.00008003719,0.00017356788,0.0007268732,0.8153881],"study_design_scores_gemma":[0.0010712146,0.0034078974,0.002890537,0.06683752,0.003087691,0.0042278976,0.00012011023,0.0000034286975,0.000009728584,0.000012040897,0.91776395,0.00056796434],"about_ca_topic_score_codex":0.000048402424,"about_ca_topic_score_gemma":0.000007269035,"teacher_disagreement_score":0.91703707,"about_ca_system_score_codex":0.00089812634,"about_ca_system_score_gemma":0.00021380349,"threshold_uncertainty_score":0.9997044},"labels":[],"label_agreement":null},{"id":"W2791697938","doi":"10.1001/jamacardio.2018.0095","title":"Associations of Obstructive Sleep Apnea With Atrial Fibrillation and Continuous Positive Airway Pressure Treatment","year":2018,"lang":"en","type":"review","venue":"JAMA Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":405,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University; Montreal Heart Institute","funders":"","keywords":"Medicine; Obstructive sleep apnea; Atrial fibrillation; Cardiology; Continuous positive airway pressure; Internal medicine; Sleep apnea; Sinus rhythm; Anesthesia; Polysomnography; Catheter ablation; Population; Apnea","score_opus":0.028350326278539173,"score_gpt":0.3266767532753438,"score_spread":0.2983264269968046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791697938","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016067156,0.9897266,0.00015324897,0.00005171324,0.0003046722,0.0029196932,0.001958411,0.000036478992,0.0032424873],"genre_scores_gemma":[0.0082077375,0.9857471,0.0007490293,0.0000062478985,0.003557734,0.000050843642,0.001347258,0.00009669654,0.00023734306],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972011,0.0008198454,0.0005800745,0.00066865375,0.00033807906,0.00039225048],"domain_scores_gemma":[0.99715835,0.0008391967,0.0006540855,0.0004558729,0.0007455639,0.00014690931],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027899447,0.00045074304,0.0035433138,0.00029269545,0.00009799206,0.000020876389,0.00009691745,0.0008139383,0.000023495806],"category_scores_gemma":[0.00048769798,0.00031017594,0.0007429134,0.00029592044,0.0005783542,0.000079111895,0.00009984558,0.0003650396,0.00001574596],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047292173,0.000015862017,0.0075035715,0.0016051657,0.015330904,0.00008113063,0.0002831381,0.000009057756,0.0000036869483,0.0003459401,0.000058752885,0.9742899],"study_design_scores_gemma":[0.00921504,0.010217001,0.04078226,0.002543161,0.03589304,0.0026199187,0.0002442294,0.0001171175,0.000049182378,0.000098797,0.8972941,0.000926128],"about_ca_topic_score_codex":0.000090781046,"about_ca_topic_score_gemma":0.000008995971,"teacher_disagreement_score":0.97336376,"about_ca_system_score_codex":0.00042711195,"about_ca_system_score_gemma":0.00022468029,"threshold_uncertainty_score":0.99993503},"labels":[],"label_agreement":null},{"id":"W2792546094","doi":"10.1016/j.mechmachtheory.2018.02.002","title":"Cam synthesis applied to the design of a customized mandibular advancement device for the treatment of obstructive sleep apnea","year":2018,"lang":"en","type":"article","venue":"Mechanism and Machine Theory","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidad de Málaga; Ryerson University","keywords":"Mandible (arthropod mouthpart); Obstructive sleep apnea; Kinematics; Medicine; Orthodontics; Sleep apnea; Computer science; Dentistry; Biology; Anesthesia; Physics","score_opus":0.023628431806199057,"score_gpt":0.2883935272863389,"score_spread":0.2647650954801398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792546094","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08133916,0.0008912294,0.9114684,0.0006536921,0.00015915382,0.004982703,0.000113397015,0.00002306958,0.00036922045],"genre_scores_gemma":[0.9861746,0.00010768488,0.012389264,0.00012253814,0.00012010628,0.00092756026,0.000004962688,0.000033331,0.00011997092],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99869055,0.00019997191,0.00027311992,0.00028826497,0.00027421574,0.00027390482],"domain_scores_gemma":[0.9976124,0.0014735584,0.00012669522,0.0005159084,0.00017863071,0.00009278139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010328995,0.00020874367,0.00045466423,0.00010199587,0.00020216333,0.000007876036,0.0001877371,0.000050231927,0.00012506508],"category_scores_gemma":[0.00019094301,0.00010342074,0.00009688445,0.00016028718,0.0002483627,0.0000229703,0.00007339397,0.00006157896,0.0000075334283],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022439988,0.0005442799,0.000027261594,0.00018858783,0.0014755545,0.0000032768583,0.0059708413,0.0000764765,0.16659336,0.27300602,0.000011916307,0.52966243],"study_design_scores_gemma":[0.0061388086,0.0036207512,0.00026714793,0.000036142043,0.001288753,0.000017407634,0.003396852,0.008543754,0.931516,0.043086253,0.0018928226,0.00019531405],"about_ca_topic_score_codex":0.000035671128,"about_ca_topic_score_gemma":0.000009881779,"teacher_disagreement_score":0.9048354,"about_ca_system_score_codex":0.000074734155,"about_ca_system_score_gemma":0.000022643337,"threshold_uncertainty_score":0.42173755},"labels":[],"label_agreement":null},{"id":"W2793834931","doi":"10.5664/jcsm.6998","title":"Long-Term Impact of Sleep-Disordered Breathing on Quality of Life in Children With Obesity","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; McGill University Health Centre; Montreal Children's Hospital; University of Alberta; University of Calgary; Children's Hospital of Eastern Ontario; Stollery Children's Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sleep disordered breathing; Term (time); Obesity; Quality of life (healthcare); Sleep (system call); Breathing; Sleep quality; Polysomnography; Pediatrics; Physical therapy; Obstructive sleep apnea; Psychiatry; Insomnia; Internal medicine; Apnea","score_opus":0.07928954202890844,"score_gpt":0.46255361431462616,"score_spread":0.38326407228571774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793834931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968063,0.0003641112,0.0005057171,0.0010719552,0.00022025935,0.00048175015,0.000009376583,0.000008389678,0.0005321287],"genre_scores_gemma":[0.9976496,0.000109708926,0.00050415285,0.00019988923,0.0014842799,0.0000012339746,0.0000065535046,0.000031890122,0.000012691386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930976,0.0007177043,0.0036207107,0.0003314773,0.0018152227,0.00041725222],"domain_scores_gemma":[0.9931698,0.0016176612,0.0024234,0.0006047114,0.0014491641,0.0007352661],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0069622183,0.000281455,0.002541352,0.00051624724,0.00003890934,0.0000050970707,0.0004104258,0.00025919874,0.0006089792],"category_scores_gemma":[0.012100718,0.0001608097,0.0005205562,0.00066336815,0.0014388538,0.00015751238,0.000090278416,0.0014639894,0.0000067330984],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011374624,0.0020921973,0.95817626,0.00011316778,0.0012623672,0.000056460132,0.00026896966,0.000014476531,0.00066774595,0.000026257854,0.000050762537,0.025896713],"study_design_scores_gemma":[0.020673415,0.021672074,0.95561653,0.0009219575,0.00026765754,0.00015204871,0.00008705641,0.00011300609,0.00029140248,0.00007835973,0.0000017036182,0.00012477534],"about_ca_topic_score_codex":0.00053362775,"about_ca_topic_score_gemma":0.00009318859,"teacher_disagreement_score":0.025771938,"about_ca_system_score_codex":0.0001530299,"about_ca_system_score_gemma":0.00029765788,"threshold_uncertainty_score":0.99622077},"labels":[],"label_agreement":null},{"id":"W2794823540","doi":"10.1186/s12916-018-1025-7","title":"Sleep deficiency and motor vehicle crash risk in the general population: a prospective cohort study","year":2018,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of General Medical Sciences; Federal Emergency Management Agency; York University; National Space Biomedical Research Institute; Case Western Reserve University; National Institute on Aging; University of Washington; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota; National Aeronautics and Space Administration","keywords":"Medicine; Population; Polysomnography; Sleep apnea; Obstructive sleep apnea; Excessive daytime sleepiness; Cohort study; Cohort; Poison control; Apnea; Physical therapy; Pediatrics; Sleep disorder; Psychiatry; Anesthesia; Internal medicine; Emergency medicine; Insomnia; Environmental health","score_opus":0.023975524489718986,"score_gpt":0.3348484279475272,"score_spread":0.31087290345780827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794823540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929851,0.00024237999,0.00018730797,0.0004375051,0.00016012696,0.0029951027,0.0000036529889,0.000034071847,0.0029547212],"genre_scores_gemma":[0.99809164,0.000009388712,0.0004005177,0.00015966229,0.0009904733,0.0001647823,0.0000074997597,0.00001952484,0.00015648661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976485,0.00031410626,0.0003430956,0.000479376,0.0008873478,0.0003275812],"domain_scores_gemma":[0.99882996,0.00022080424,0.000086763735,0.00051770575,0.00021683353,0.00012793523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017377036,0.00016750097,0.0003526026,0.00020168783,0.00018831232,0.000015513877,0.00016032942,0.000057068984,0.00020157256],"category_scores_gemma":[0.0013201798,0.000097482676,0.000029260262,0.0006124881,0.00045386783,0.00007396682,0.00007812604,0.00033924813,0.0000354585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022279541,0.00029651256,0.9941551,0.000022833243,0.000028906725,0.000030210329,0.0025257186,7.11073e-7,0.00047621093,0.00018683673,0.00006060558,0.0019935516],"study_design_scores_gemma":[0.004372074,0.0027676648,0.9859512,0.000023701868,0.00013830315,0.00004741331,0.0026337316,0.00357717,0.000031608608,0.0003340908,0.000031622705,0.00009141104],"about_ca_topic_score_codex":0.0015032096,"about_ca_topic_score_gemma":0.001024223,"teacher_disagreement_score":0.008203899,"about_ca_system_score_codex":0.00013295656,"about_ca_system_score_gemma":0.000024248511,"threshold_uncertainty_score":0.3975228},"labels":[],"label_agreement":null},{"id":"W2795080374","doi":"10.1016/j.sleep.2018.03.006","title":"The scope of sleep problems in Canadian children and adolescents with obesity","year":2018,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Montreal Children's Hospital; Alberta Children's Hospital; McGill University; University of Calgary; Children's Hospital of Eastern Ontario; University of Ottawa; Children's Hospital of Winnipeg; Stollery Children's Hospital; University of Alberta","funders":"University of Alberta","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Body mass index; Odds ratio; Pediatrics; Confidence interval; Obesity; Cohort; Internal medicine; Apnea","score_opus":0.008934645877046008,"score_gpt":0.2616936560675168,"score_spread":0.2527590101904708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795080374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916466,0.001977805,0.000028178949,0.0022598263,0.000104119405,0.0011131194,0.000006037847,0.000014136271,0.0028502033],"genre_scores_gemma":[0.99924463,0.00015301394,0.000060995742,0.0001882067,0.00025335804,0.000013498341,0.000010549984,0.000024090923,0.000051671537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981815,0.00007482831,0.00029129093,0.00031036607,0.00055154087,0.0005904527],"domain_scores_gemma":[0.99866503,0.000039356848,0.0000785352,0.00042657708,0.00028754183,0.00050295284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007256379,0.00016631353,0.0003396384,0.0002858787,0.00014387249,0.00000795783,0.00018634957,0.000074429314,0.00007502388],"category_scores_gemma":[0.00028331223,0.0000933454,0.000018792942,0.0005567445,0.0014657513,0.000057678444,0.00006157268,0.00032434778,0.000015235169],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019038084,0.00006281155,0.97235274,0.00007916396,0.00006271888,0.000017803814,0.00036173087,7.3228756e-7,0.0006829057,0.00010719087,0.00009288143,0.025988938],"study_design_scores_gemma":[0.003825495,0.0011873316,0.9924448,0.00072681514,0.00005786512,0.00007053101,0.00011239719,0.00016908918,0.0009225981,0.00005590127,0.0003362855,0.00009090082],"about_ca_topic_score_codex":0.12874036,"about_ca_topic_score_gemma":0.33766565,"teacher_disagreement_score":0.20892529,"about_ca_system_score_codex":0.0001725748,"about_ca_system_score_gemma":0.00011211117,"threshold_uncertainty_score":0.8770614},"labels":[],"label_agreement":null},{"id":"W2795298941","doi":"10.21037/jtd.2018.03.129","title":"Obstructive sleep apnea and stroke: hand in hand?","year":2018,"lang":"en","type":"letter","venue":"Journal of Thoracic Disease","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Obstructive sleep apnea; Population; Sleep apnea; Stroke (engine); Sleep (system call); Breathing; Sleep disordered breathing; Physical therapy; Intensive care medicine; Pediatrics; Physical medicine and rehabilitation; Cardiology; Anesthesia; Environmental health","score_opus":0.020637495956642445,"score_gpt":0.3341778415516516,"score_spread":0.31354034559500915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795298941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6943651,0.0068928055,0.0004763875,0.29386926,0.0017339236,0.0011416391,0.00043216476,0.00002029427,0.0010684709],"genre_scores_gemma":[0.87550676,0.000260084,0.0027358523,0.09423534,0.021741563,0.000041949665,0.0001550831,0.000335296,0.0049880985],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99619025,0.00034805865,0.00084321434,0.0004729079,0.0015148547,0.0006307033],"domain_scores_gemma":[0.99683934,0.00025991217,0.0006911801,0.0005162985,0.0009281489,0.0007651147],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006214035,0.00045497576,0.0010676029,0.0011692897,0.0001282403,0.00023173359,0.0003507583,0.0004890148,0.00035170405],"category_scores_gemma":[0.0011755393,0.00036262817,0.00039097547,0.00032393067,0.0010572193,0.00033600978,0.00019267203,0.0032257307,0.00003878768],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023365859,0.0011726511,0.18085477,0.0111986995,0.005091065,0.122530244,0.0017097573,0.000011034704,0.0033439598,0.000018626637,0.46243745,0.18826587],"study_design_scores_gemma":[0.014935484,0.0042002276,0.5408086,0.007964488,0.00913717,0.0056996215,0.0012166805,0.0015016953,0.0055174744,0.004108928,0.40218657,0.0027230112],"about_ca_topic_score_codex":0.00000974058,"about_ca_topic_score_gemma":0.0000034507532,"teacher_disagreement_score":0.35995388,"about_ca_system_score_codex":0.00038133044,"about_ca_system_score_gemma":0.00033007754,"threshold_uncertainty_score":0.9998826},"labels":[],"label_agreement":null},{"id":"W2796056601","doi":"10.1371/journal.pone.0195343","title":"Specific insomnia symptoms and self-efficacy explain CPAP compliance in a sample of OSAS patients","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"Centre Hospitalier Universitaire de Bordeaux","keywords":"Medicine; Insomnia; Continuous positive airway pressure; Obstructive sleep apnea; Sleep apnea; Retrospective cohort study; Internal medicine; Morning; Pediatrics; Physical therapy; Psychiatry","score_opus":0.06898351747340645,"score_gpt":0.29218937362960007,"score_spread":0.22320585615619362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796056601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99788773,0.0001407151,0.0000286918,0.00010185596,0.000027961712,0.00069933245,0.000033170083,0.000033910557,0.0010466232],"genre_scores_gemma":[0.99328643,0.000041326366,0.006429869,0.000036177662,0.00010853353,0.000019665105,0.000022179576,0.000023680646,0.00003215888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855095,0.00006144945,0.00026963418,0.000296148,0.0005318905,0.0002899425],"domain_scores_gemma":[0.9989791,0.00020440112,0.00006964374,0.000331147,0.0002810917,0.00013460475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001407985,0.00011964912,0.0003454588,0.00018290347,0.000039740084,0.000009759864,0.00010764374,0.000061476,0.00020866723],"category_scores_gemma":[0.00033807737,0.000114495575,0.00002390816,0.00033871343,0.0002397254,0.000075723874,0.00010615707,0.00018167005,0.00008250513],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047931747,0.013258729,0.93768865,0.00039525828,0.00023538685,0.00001006431,0.0016519051,7.110279e-8,0.034290582,0.0001748818,0.000059559203,0.011755574],"study_design_scores_gemma":[0.0055400305,0.0012265055,0.9479113,0.0004311379,0.0000424379,0.0000014198382,0.0000744455,0.0005378059,0.043691482,0.000110525354,0.00030047313,0.00013241805],"about_ca_topic_score_codex":0.000047416594,"about_ca_topic_score_gemma":0.000014896218,"teacher_disagreement_score":0.012032224,"about_ca_system_score_codex":0.00010446831,"about_ca_system_score_gemma":0.000017984565,"threshold_uncertainty_score":0.4668994},"labels":[],"label_agreement":null},{"id":"W2796510598","doi":"10.1503/cmaj.69114","title":"Surgery for obstructive sleep apnea","year":2018,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Sleep apnea syndromes; Sleep apnea; Apnea; Computer science; Surgery; General surgery; Polysomnography; Anesthesia","score_opus":0.01848922996843371,"score_gpt":0.27682414833192587,"score_spread":0.25833491836349215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796510598","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017088178,0.00019598899,0.0005109439,0.9872024,0.005795143,0.000676192,0.00040210082,0.000037932343,0.0034704555],"genre_scores_gemma":[0.0021493505,0.000038564387,0.0005763629,0.89277756,0.099381864,0.00008439397,0.00063473603,0.00017488387,0.00418228],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924934,0.00036997194,0.0009148683,0.0005015371,0.004045284,0.0016749377],"domain_scores_gemma":[0.99115527,0.0019745398,0.0006371662,0.00031510307,0.0032536616,0.002664254],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0029839333,0.00039304778,0.0010034619,0.0010594678,0.00048514915,0.00018295819,0.00041255032,0.0034825653,0.009884523],"category_scores_gemma":[0.016085438,0.00036672255,0.00072502636,0.00042113868,0.000227642,0.00014004526,0.00003528348,0.00699348,0.00057189545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00002895202,0.000012008807,0.007668195,0.00009637633,0.0008696025,0.0028707,0.00006366364,3.9887492e-8,0.0000016043184,0.000009104348,0.9461051,0.042274613],"study_design_scores_gemma":[0.0010350017,0.000113124406,0.0042233625,0.00013822004,0.00021049708,0.0018679152,0.00009064253,0.00020916127,0.000015512775,0.0002942431,0.9914728,0.00032955804],"about_ca_topic_score_codex":0.0007927572,"about_ca_topic_score_gemma":0.002281569,"teacher_disagreement_score":0.094424866,"about_ca_system_score_codex":0.00575689,"about_ca_system_score_gemma":0.0065916465,"threshold_uncertainty_score":0.99987847},"labels":[],"label_agreement":null},{"id":"W2796712338","doi":"","title":"Expiratory Breathing Sounds Characteristics During Wakefulness and Sleep in Mild and Severe Apneic Groups","year":2017,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Wakefulness; Sleep (system call); Breathing; Medicine; Anesthesia; Sleep and breathing; Audiology; Electroencephalography; Computer science; Psychiatry","score_opus":0.020513008878923565,"score_gpt":0.28069199301921843,"score_spread":0.2601789841402949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796712338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99656826,0.00034471336,0.000004258812,0.0003178835,0.00010201427,0.00033241298,0.000005442535,0.000049283975,0.002275713],"genre_scores_gemma":[0.99919474,0.000054930224,0.00017924601,0.00005974877,0.0002863992,0.000041335836,0.0000026439388,0.000042999764,0.00013796859],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855274,0.0000070172646,0.00024501132,0.00047051313,0.0002978629,0.00042683556],"domain_scores_gemma":[0.9992308,0.000030844913,0.00013224503,0.00020839553,0.00017372715,0.00022399773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030270216,0.00021610667,0.00037035195,0.00019696125,0.0004813285,0.0002993983,0.00017103781,0.00015215382,0.00001826903],"category_scores_gemma":[0.00045215967,0.00020681543,0.000031058746,0.00008299157,0.00036415708,0.0006231605,0.00035978568,0.00046984546,0.0000064514784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018076801,0.00005127145,0.9512388,0.0010702811,0.000045269207,0.00010699107,0.0022049642,1.5809494e-8,0.030937832,0.00045569276,0.000009418302,0.013698684],"study_design_scores_gemma":[0.0021042072,0.000087258064,0.9888616,0.00027943557,0.00004409393,0.00043607422,0.0011744208,0.00035214957,0.00611055,0.00021295488,0.00010850527,0.0002287101],"about_ca_topic_score_codex":0.00002742163,"about_ca_topic_score_gemma":0.0000055327955,"teacher_disagreement_score":0.037622828,"about_ca_system_score_codex":0.00011288128,"about_ca_system_score_gemma":0.000014186155,"threshold_uncertainty_score":0.8433688},"labels":[],"label_agreement":null},{"id":"W2796971893","doi":"10.1109/sas.2018.8336762","title":"Automatic apnea-hypopnea events detection using an alternative sensor","year":2018,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Hypopnea; Sleep apnea; Apnea; SIGNAL (programming language); Computer science; Metric (unit); Sleep (system call); Medicine; Artificial intelligence; Polysomnography; Speech recognition; Pattern recognition (psychology); Cardiology; Internal medicine; Engineering","score_opus":0.055543096956316165,"score_gpt":0.3630045143800092,"score_spread":0.30746141742369304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796971893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97372663,0.000005103424,0.022232898,0.00006422389,0.00033301633,0.00046283373,0.000002731493,0.00015619837,0.0030163373],"genre_scores_gemma":[0.98835844,4.815122e-7,0.010486981,0.00011313484,0.0006182564,0.000008596324,0.0000038317194,0.000034732308,0.00037552122],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985046,0.00011765833,0.0002100094,0.00032515076,0.00049871707,0.0003438616],"domain_scores_gemma":[0.9989625,0.000041219413,0.00006318117,0.00035278228,0.00035552887,0.00022474083],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023240496,0.00014312576,0.00020132308,0.00021915817,0.00015061737,0.000021510963,0.00009516065,0.00007369707,0.0012783784],"category_scores_gemma":[0.0001823602,0.00011832625,0.000058449445,0.00029530513,0.00015366141,0.00023520812,0.000063908614,0.00017373778,0.0004059494],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003006703,0.0006204197,0.029306943,0.000109017914,0.00038652675,0.00008194542,0.001272406,0.0000109709235,0.6398551,0.0001202855,0.000010355568,0.32792538],"study_design_scores_gemma":[0.0014242617,0.00092559704,0.043443363,0.000025437019,0.000069880945,0.00021905817,0.0006300357,0.6201412,0.3325821,0.00029518903,0.00008312407,0.00016071914],"about_ca_topic_score_codex":0.00022522417,"about_ca_topic_score_gemma":0.000038779122,"teacher_disagreement_score":0.62013024,"about_ca_system_score_codex":0.00025060345,"about_ca_system_score_gemma":0.000029368084,"threshold_uncertainty_score":0.99963456},"labels":[],"label_agreement":null},{"id":"W2797543998","doi":"10.4103/0366-6999.229888","title":"Effect of Rapid Eye Movement Sleep Behavior Disorder on Obstructive Sleep Apnea Severity and Cognition of Parkinson's Disease Patients","year":2018,"lang":"en","type":"article","venue":"Chinese Medical Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polysomnography; Obstructive sleep apnea; Medicine; Rapid eye movement sleep; Parkinson's disease; Internal medicine; Montreal Cognitive Assessment; REM sleep behavior disorder; Sleep apnea; Apnea; Body mass index; Cardiology; Audiology; Eye movement; Disease; Cognitive impairment; Ophthalmology","score_opus":0.006136169187391531,"score_gpt":0.2964735063531409,"score_spread":0.2903373371657494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797543998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975372,0.00018486627,0.00030945128,0.00028320964,0.00051349215,0.000749779,0.000069888556,0.000013540871,0.00033855875],"genre_scores_gemma":[0.99914104,0.00004046994,0.00009831086,0.0001387233,0.0004675043,0.000033922905,0.000041445757,0.000030796,0.000007770603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962944,0.00040158673,0.0005695172,0.00032702778,0.002048761,0.00035875168],"domain_scores_gemma":[0.99745554,0.0003163111,0.0002943947,0.00026102804,0.00064859283,0.0010241541],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008392778,0.00028078398,0.0006013358,0.00025795595,0.00014604614,0.000015358095,0.00018246389,0.00014304763,0.001057311],"category_scores_gemma":[0.0030874454,0.00018108891,0.00018963109,0.00029241922,0.000986045,0.00013037391,0.00015384686,0.00069610734,0.000009622105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031666341,0.0008533934,0.66680956,0.00019066446,0.00016150864,0.00007778062,0.00016317553,2.411855e-7,0.00048275117,0.0000051799125,0.000014568127,0.32807454],"study_design_scores_gemma":[0.008305248,0.004600273,0.98189145,0.00019686426,0.00034701993,0.000028479151,0.000042919906,0.0012736417,0.002908486,0.0002043353,0.00005922651,0.00014203464],"about_ca_topic_score_codex":0.000008305785,"about_ca_topic_score_gemma":0.0000028454015,"teacher_disagreement_score":0.3279325,"about_ca_system_score_codex":0.00009116437,"about_ca_system_score_gemma":0.00005799004,"threshold_uncertainty_score":0.9998559},"labels":[],"label_agreement":null},{"id":"W2797858032","doi":"10.5664/jcsm.7080","title":"Tooth Movement Associated With CPAP Therapy","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Continuous positive airway pressure; Physical medicine and rehabilitation; Obstructive sleep apnea; Anesthesia","score_opus":0.10383439362414076,"score_gpt":0.44453690814907826,"score_spread":0.3407025145249375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797858032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97288156,0.00054672494,0.00095817115,0.015239457,0.001097156,0.00037941267,0.000001913594,0.000024047922,0.008871567],"genre_scores_gemma":[0.9872096,0.00028435004,0.000891551,0.0054890513,0.005609452,0.000002729993,0.0000037091459,0.00003867673,0.0004708868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995323,0.00031823304,0.0018148602,0.0002604392,0.0018654538,0.0004179846],"domain_scores_gemma":[0.9944072,0.0012226636,0.0010785593,0.00037795748,0.002193438,0.0007202342],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0050322134,0.00021652487,0.0012451241,0.0002285244,0.00007879166,0.000011755629,0.00028419503,0.00018733177,0.0022122336],"category_scores_gemma":[0.0069419225,0.00011306049,0.00024484354,0.00050002773,0.0012082241,0.00012470564,0.00004639602,0.0010881425,0.00003643191],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011819024,0.0022069942,0.58223265,0.00002581374,0.002896189,0.0009111959,0.0004074376,0.0000018046827,0.0034915693,0.00027872983,0.0082123615,0.38751623],"study_design_scores_gemma":[0.031848386,0.044309698,0.9015112,0.00063781446,0.00037018192,0.00015217937,0.00029836883,0.0002675303,0.0016119706,0.000583211,0.018233005,0.00017649034],"about_ca_topic_score_codex":0.000014355181,"about_ca_topic_score_gemma":0.000014512262,"teacher_disagreement_score":0.38733974,"about_ca_system_score_codex":0.00013504294,"about_ca_system_score_gemma":0.00017389047,"threshold_uncertainty_score":0.9986999},"labels":[],"label_agreement":null},{"id":"W2797882893","doi":"10.5664/jcsm.7032","title":"Heart Rate Variability Responses of Individuals With and Without Saline-Induced Obstructive Sleep Apnea","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Heart rate variability; Sleep (system call); Sleep apnea; Saline; Apnea; Heart rate; Cardiology; Anesthesia; Polysomnography; Internal medicine; Blood pressure","score_opus":0.07318610014909674,"score_gpt":0.42755276835310463,"score_spread":0.35436666820400786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797882893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98840964,0.00017883403,0.0015084882,0.0077690813,0.00072571135,0.000584776,0.0000113071665,0.000019521014,0.00079264655],"genre_scores_gemma":[0.98803097,0.000031586063,0.008407426,0.00074059283,0.0026796209,0.000004569941,0.000002930537,0.00004632909,0.000055976005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9927875,0.0017312415,0.0028963387,0.0005204049,0.0015798471,0.00048466303],"domain_scores_gemma":[0.988772,0.0048280684,0.001672854,0.0006702444,0.0030995558,0.0009573076],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.014432037,0.00034924314,0.0023673319,0.00044232167,0.00010441336,0.000014864845,0.000309387,0.00032652615,0.00038838692],"category_scores_gemma":[0.02944886,0.00020692912,0.00023768106,0.0006768035,0.0030908096,0.00025225585,0.00015044815,0.0014866795,0.000008495127],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01802027,0.00053415255,0.93489116,0.00012918109,0.0011313038,0.00007722051,0.00053721183,9.211757e-7,0.013541944,0.00017045846,0.00013902175,0.030827135],"study_design_scores_gemma":[0.01547766,0.019544574,0.9530352,0.0004048026,0.0009272097,0.00091049494,0.00058539264,0.00034493825,0.0064455997,0.000996866,0.0011317501,0.00019556114],"about_ca_topic_score_codex":0.000032032927,"about_ca_topic_score_gemma":0.000007744489,"teacher_disagreement_score":0.030631572,"about_ca_system_score_codex":0.00007822329,"about_ca_system_score_gemma":0.00027345767,"threshold_uncertainty_score":0.9996222},"labels":[],"label_agreement":null},{"id":"W2797980834","doi":"10.1093/pch/pxy048","title":"Tonsillectomy or adenotonsillectomy versus nonsurgical management for obstructive sleep-disordered breathing in children","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agricultural Research Institute of Ontario; University of Ottawa","funders":"","keywords":"Tonsillectomy; Sleep disordered breathing; Medicine; Obstructive sleep apnea; Breathing; Adenoidectomy; Anesthesia; Sleep (system call); Pediatrics; Computer science","score_opus":0.02195237337232806,"score_gpt":0.32808827381475114,"score_spread":0.30613590044242306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797980834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9541969,0.0036834956,0.0034137843,0.009057043,0.001599907,0.012952555,0.00024497852,0.00040080585,0.014450533],"genre_scores_gemma":[0.97660655,0.0007053159,0.019574126,0.0007458658,0.0015248689,0.00039018464,0.00017007756,0.00012602608,0.00015699926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955807,0.00021012753,0.0008130818,0.0010506486,0.0008606127,0.0014848767],"domain_scores_gemma":[0.99753296,0.0006014992,0.00024051535,0.000671936,0.00033844987,0.00061465875],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008964094,0.00043991927,0.0008277969,0.0011125819,0.0006163951,0.000054459062,0.00034109261,0.00023376016,0.00024390743],"category_scores_gemma":[0.0006354112,0.00038256322,0.00022966918,0.0021855698,0.00025702303,0.0001538037,0.00026562993,0.00081312365,0.00008422314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025005423,0.0025036214,0.61767274,0.0015098788,0.0018268978,0.00024642816,0.006208973,0.000031103296,0.000015298085,0.0066646314,0.00393613,0.3343789],"study_design_scores_gemma":[0.047236644,0.00426238,0.93572396,0.00017550033,0.00029434962,0.0003889438,0.0013158883,0.0017363455,0.00012391957,0.00049847347,0.0073864153,0.0008572006],"about_ca_topic_score_codex":0.00032015893,"about_ca_topic_score_gemma":0.00021399747,"teacher_disagreement_score":0.3335217,"about_ca_system_score_codex":0.0010983951,"about_ca_system_score_gemma":0.00034169562,"threshold_uncertainty_score":0.9998626},"labels":[],"label_agreement":null},{"id":"W2799314917","doi":"10.1002/clc.22933","title":"The prevalence of obstructive sleep apnea in patients with atrial fibrillation","year":2018,"lang":"en","type":"article","venue":"Clinical Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Atrial fibrillation; Internal medicine; Sleep apnea; Apnea–hypopnea index; Sleep study; Ambulatory; Cardiology; Apnea; Clinical significance; Polysomnography","score_opus":0.03266758057489717,"score_gpt":0.359025993861375,"score_spread":0.32635841328647786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799314917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972471,0.00011170644,0.00016716382,0.00014258594,0.0005707296,0.00057409436,0.000013764889,0.000010655984,0.0011622221],"genre_scores_gemma":[0.9984745,0.00002253617,0.00023032054,0.000017456689,0.0011992982,0.0000030081562,0.00000645534,0.000011720902,0.00003474441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981029,0.00050795515,0.0005234842,0.00032448917,0.00027633415,0.0002648462],"domain_scores_gemma":[0.9973282,0.0014346641,0.00015690751,0.00043152523,0.0005670635,0.000081588856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086635805,0.00009690591,0.00044702835,0.000055674267,0.000056848858,0.0000036187666,0.000137693,0.00017282908,0.000027326396],"category_scores_gemma":[0.0029855932,0.0000577507,0.00017747057,0.00021003999,0.0016959335,0.00004136642,0.000103462175,0.00029396563,0.000026774778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038543567,0.000009913392,0.952788,0.0000268638,0.00015380213,0.0000032798814,0.000029724222,0.0000104467035,0.0000073934034,0.00014219424,0.0000114580125,0.042962555],"study_design_scores_gemma":[0.0035086009,0.0027390455,0.99256724,0.00001206797,0.00008275116,0.00000541102,0.000025623882,0.0002015166,0.000027284383,0.00022159083,0.00055116246,0.000057719997],"about_ca_topic_score_codex":0.0000056377858,"about_ca_topic_score_gemma":0.0000047385406,"teacher_disagreement_score":0.042904835,"about_ca_system_score_codex":0.000052344105,"about_ca_system_score_gemma":0.00004575581,"threshold_uncertainty_score":0.62487376},"labels":[],"label_agreement":null},{"id":"W2799404516","doi":"10.1093/sleep/zsy061.458","title":"0459 Cardiovascular Dysfunctions Associated with Sleep-related Breathing Disturbances","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"","keywords":"Non-rapid eye movement sleep; Polysomnography; Medicine; Cardiology; Sleep Stages; Epworth Sleepiness Scale; Sleep and breathing; Sleep apnea; Anesthesia; Internal medicine; Sleep (system call); Respiratory disturbance index; Sleep onset; Apnea; Insomnia; Eye movement; Psychiatry; Ophthalmology","score_opus":0.01405718518221103,"score_gpt":0.253538001541967,"score_spread":0.23948081635975596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799404516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94672614,0.0014974783,0.0032335557,0.0006418978,0.00072355056,0.0008250483,0.000024921274,0.0004148587,0.045912534],"genre_scores_gemma":[0.99768925,0.000008831341,0.0003898623,0.00007727616,0.00035623144,0.00004696973,0.000075676464,0.0000632131,0.0012926797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974708,0.0001449722,0.00027306328,0.00054376404,0.0009773194,0.0005900694],"domain_scores_gemma":[0.9982884,0.00007963338,0.000083847895,0.00070429104,0.00059357716,0.0002502735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005033883,0.00024755034,0.00048002103,0.0001934496,0.00037627062,0.000050291026,0.00016545571,0.00016962079,0.0006040571],"category_scores_gemma":[0.0004546903,0.00019023067,0.00028782294,0.0009294438,0.00054137147,0.00019351367,0.00008399688,0.00048652024,0.00037111493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015596204,0.0018619669,0.6203162,0.00024377483,0.03293071,0.0018370748,0.0053310194,0.00045809842,0.007692733,0.0029569024,0.0019498394,0.32286203],"study_design_scores_gemma":[0.01461707,0.0032525857,0.93301725,0.0004576869,0.0039558327,0.00067333964,0.0014659326,0.013261026,0.0074773426,0.0006534306,0.01997586,0.0011926602],"about_ca_topic_score_codex":0.00015369814,"about_ca_topic_score_gemma":0.000060375845,"teacher_disagreement_score":0.32166937,"about_ca_system_score_codex":0.0003355701,"about_ca_system_score_gemma":0.000041311454,"threshold_uncertainty_score":0.7757382},"labels":[],"label_agreement":null},{"id":"W2799475394","doi":"10.1093/sleep/zsy061.131","title":"0132 Oscillating Inspiratory Flow Limitation in Cheyne-Stokes Breathing","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Medicine; Breathing; SIGNAL (programming language); Flow (mathematics); Cardiology; Audiology; Internal medicine; Anesthesia; Mechanics; Physics; Computer science","score_opus":0.030157564188003094,"score_gpt":0.31057422186099076,"score_spread":0.2804166576729877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799475394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98216605,0.00016153196,0.00059485546,0.0005141789,0.00021691024,0.0003175545,0.000002943439,0.000080368474,0.015945578],"genre_scores_gemma":[0.9933048,0.0000030382873,0.005664393,0.00031132158,0.0005403198,0.00001685434,0.000013564789,0.000029945153,0.00011578828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986039,0.00007405422,0.00025254296,0.00029546118,0.00041496122,0.00035909755],"domain_scores_gemma":[0.99928844,0.00006017127,0.000055270073,0.00026275855,0.00021307095,0.00012027364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043777417,0.00012638594,0.00019291499,0.000283526,0.00010465513,0.000025935095,0.00008953823,0.00009929818,0.00018652235],"category_scores_gemma":[0.0006088816,0.000120793906,0.00005084107,0.00042834706,0.00015549177,0.00019995238,0.000072910516,0.0003005482,0.00038627314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020954781,0.00020974538,0.48969725,0.00019078086,0.00007834892,0.00016443963,0.00959667,0.00008975318,0.10873954,0.00055414095,0.00018184246,0.39028794],"study_design_scores_gemma":[0.006947029,0.0012091218,0.7481309,0.00037705753,0.00009063044,0.000101582504,0.0038030306,0.18539205,0.0463797,0.0007684699,0.0061577964,0.00064259535],"about_ca_topic_score_codex":0.000052324274,"about_ca_topic_score_gemma":0.00007509462,"teacher_disagreement_score":0.38964534,"about_ca_system_score_codex":0.00024666736,"about_ca_system_score_gemma":0.00003450919,"threshold_uncertainty_score":0.49648887},"labels":[],"label_agreement":null},{"id":"W2799482475","doi":"10.1093/sleep/zsy061.133","title":"0134 Assessment of Soft Palate Muscle Fatigue and its Effect on Velopharyngeal Upper Airway Dynamics","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Soft palate; Obstructive sleep apnea; Airway; Pharyngeal muscles; Anesthesia; Muscle fatigue; Cardiology; Electromyography; Surgery; Physical medicine and rehabilitation","score_opus":0.017929556635422506,"score_gpt":0.33368691711543086,"score_spread":0.31575736048000835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799482475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892951,0.00006682036,0.00053482136,0.00042070777,0.00027780628,0.00063298206,0.000026336345,0.000039017268,0.008706411],"genre_scores_gemma":[0.99890316,0.0000089531495,0.0005500504,0.00008398695,0.00017776756,0.000024565456,0.000029950666,0.00003581789,0.00018576167],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984248,0.00010934997,0.00022539226,0.00035119333,0.0005356483,0.00035358942],"domain_scores_gemma":[0.9990524,0.00015302724,0.00007242331,0.00031332925,0.00021794443,0.00019089083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003709352,0.00018334542,0.0003428779,0.00017290075,0.00008537873,0.000013869993,0.00010902054,0.00010439045,0.00035754844],"category_scores_gemma":[0.00016416759,0.0001480537,0.00007176346,0.00021617106,0.00019085374,0.00007638752,0.000118665135,0.00028561533,0.00006743513],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007244158,0.0005751581,0.43877795,0.0008453565,0.00047062046,0.00010220135,0.00055322907,0.00002198673,0.065462776,0.00424709,0.00014315672,0.48807606],"study_design_scores_gemma":[0.0035375527,0.0044480716,0.8766434,0.00012649773,0.00010764789,0.000013147681,0.00005792388,0.091791734,0.022756843,0.00006840254,0.00024942856,0.00019933977],"about_ca_topic_score_codex":0.000018206312,"about_ca_topic_score_gemma":0.000015335369,"teacher_disagreement_score":0.4878767,"about_ca_system_score_codex":0.00018036652,"about_ca_system_score_gemma":0.000032879263,"threshold_uncertainty_score":0.6037455},"labels":[],"label_agreement":null},{"id":"W2799557507","doi":"10.1111/jsr.12702","title":"The <scp>STOP</scp>‐<scp>BANG</scp> questionnaire shows an insufficient specificity for detecting obstructive sleep apnea in patients with atrial fibrillation","year":2018,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; Toronto Western Hospital; University of Toronto; University Health Network","funders":"Metro South Health","keywords":"Medicine; Obstructive sleep apnea; Atrial fibrillation; Ambulatory; Body mass index; Apnea; Sleep apnea; Cardiology; Internal medicine; Physical therapy","score_opus":0.03684838004048294,"score_gpt":0.3366631576685822,"score_spread":0.2998147776280992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799557507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933494,0.0004331567,0.0024239304,0.00022909921,0.0007653908,0.002166413,0.000024087507,0.000028775708,0.0005797515],"genre_scores_gemma":[0.9942933,0.0000186475,0.0018351806,0.00001524732,0.003612629,0.000018374492,0.000011764853,0.0000908843,0.000104022736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9922552,0.0010152666,0.0011446631,0.00063205167,0.0035761583,0.0013766452],"domain_scores_gemma":[0.9867857,0.0038145904,0.0006678901,0.0006770002,0.007427101,0.00062769355],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0066008926,0.00035482342,0.0006547851,0.0012812929,0.0011289779,0.0003127046,0.0006644873,0.00029116467,0.000011868142],"category_scores_gemma":[0.017580483,0.0002411781,0.00029960278,0.0017797288,0.0010732313,0.0007252448,0.0002475576,0.001921454,0.000024355784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035306918,0.0005744267,0.82209694,0.00015539602,0.00058422994,0.00008241333,0.0057757907,0.00074783614,0.0031590303,0.00052700867,0.00027946223,0.16248679],"study_design_scores_gemma":[0.01157945,0.014139203,0.9324767,0.0003081834,0.00012096842,0.00013298841,0.010653734,0.016994681,0.009055912,0.0010141686,0.003409255,0.00011474665],"about_ca_topic_score_codex":0.0000668705,"about_ca_topic_score_gemma":0.00020594572,"teacher_disagreement_score":0.16237204,"about_ca_system_score_codex":0.0014052108,"about_ca_system_score_gemma":0.00031768487,"threshold_uncertainty_score":0.9906949},"labels":[],"label_agreement":null},{"id":"W2799572566","doi":"10.15331/jdsm.4864","title":"What Do We/They Want to Know?","year":2015,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Institutes of Health; Atlantic Philanthropies; National Institute on Aging; Hartford Foundation for Public Giving; American Sleep Medicine Foundation; John A. Hartford Foundation","keywords":"Internet privacy; Computer science","score_opus":0.03260200639422515,"score_gpt":0.35014850095002154,"score_spread":0.31754649455579637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799572566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9338949,0.013449564,0.0003870807,0.044939857,0.0041419524,0.00047792427,0.0000016037084,0.000021771255,0.0026853695],"genre_scores_gemma":[0.99354345,0.0012858858,0.0011566803,0.00084222556,0.002467183,0.000004256726,0.000002809812,0.000045402543,0.0006521366],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99629176,0.00010953781,0.0007758772,0.0002267485,0.0021624283,0.000433655],"domain_scores_gemma":[0.996851,0.00011127132,0.00028064556,0.00033306694,0.00074428803,0.0016796881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013479394,0.00022896352,0.00071797485,0.0005208278,0.000045124307,0.000042873602,0.0003290779,0.000101891,0.00077253446],"category_scores_gemma":[0.00107777,0.00014907579,0.00015791893,0.00046601807,0.00018095244,0.00047415993,0.00018178183,0.0006497149,0.00031162365],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007142223,0.001357331,0.17039041,0.00019041642,0.0009924715,0.00925304,0.014228004,0.0000790508,0.06248258,0.00027612594,0.08949477,0.6441136],"study_design_scores_gemma":[0.068591945,0.046799287,0.07020419,0.010796135,0.002211387,0.052381415,0.15451725,0.00067378976,0.025893373,0.0046394565,0.5619008,0.0013909662],"about_ca_topic_score_codex":0.000029565435,"about_ca_topic_score_gemma":0.000025325055,"teacher_disagreement_score":0.6427226,"about_ca_system_score_codex":0.00062638836,"about_ca_system_score_gemma":0.000082609185,"threshold_uncertainty_score":0.8458711},"labels":[],"label_agreement":null},{"id":"W2799582423","doi":"10.1093/sleep/zsy061.546","title":"0547 Predicting Response to Oral Appliance Therapy: Artificial Intelligence Versus Intuitive Approach","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Spec#; Medicine; Computer science","score_opus":0.09070341398687093,"score_gpt":0.371473226030699,"score_spread":0.28076981204382806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799582423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94037116,0.00007497525,0.046332277,0.0009734582,0.00073084293,0.0013588181,0.000018795732,0.00016708233,0.009972596],"genre_scores_gemma":[0.9893165,0.000003855679,0.009127433,0.00023652354,0.00092847727,0.00013198818,0.000010550288,0.00004820587,0.00019645067],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975587,0.00021361788,0.0003145868,0.00061833044,0.0006726046,0.0006221214],"domain_scores_gemma":[0.99840224,0.00022195831,0.00006489999,0.00054519123,0.00043092342,0.00033477767],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010019869,0.00022120819,0.0002898308,0.00023586948,0.00020101965,0.000051454605,0.0002860986,0.000120455,0.00038143617],"category_scores_gemma":[0.0011333021,0.00019869044,0.000086009124,0.0008550841,0.00043382408,0.00011477029,0.00019037286,0.00040655019,0.0009045552],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.087310955,0.00063169934,0.0041096997,0.00003678091,0.00027547806,0.000060762555,0.00580277,0.00004135001,0.06586381,0.0026248328,0.00021067636,0.8330312],"study_design_scores_gemma":[0.009138813,0.026333272,0.084622726,0.00024519945,0.00026167027,0.00014338666,0.023393963,0.06460185,0.7613948,0.0037683425,0.024044719,0.0020512633],"about_ca_topic_score_codex":0.000039924875,"about_ca_topic_score_gemma":0.000014209132,"teacher_disagreement_score":0.83097994,"about_ca_system_score_codex":0.00026984987,"about_ca_system_score_gemma":0.000067713474,"threshold_uncertainty_score":0.99987334},"labels":[],"label_agreement":null},{"id":"W2799603909","doi":"10.1093/sleep/zsy061.592","title":"0593 Detection Of Mild Cognitive Impairment In Older Individuals With Obstructive Sleep Apnea","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Canadian Sleep & Circadian Network","funders":"","keywords":"Obstructive sleep apnea; Montreal Cognitive Assessment; Dementia; Cognition; Medicine; Polysomnography; Neuropsychology; Sleep apnea; Neuropsychological assessment; Mini–Mental State Examination; Apnea; Physical therapy; Psychiatry; Clinical psychology; Psychology; Cognitive impairment; Internal medicine","score_opus":0.01406677058432188,"score_gpt":0.2886698549284223,"score_spread":0.2746030843441004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799603909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930485,0.00010533594,0.0023187133,0.0001268386,0.00018240837,0.0015398981,0.000041282787,0.000047460584,0.002589549],"genre_scores_gemma":[0.99853736,0.0000030966173,0.0009219486,0.000080574115,0.00020942489,0.00012423338,0.000023476396,0.000049402814,0.00005049248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975813,0.00013980753,0.00040322132,0.00052537594,0.0007979062,0.0005523776],"domain_scores_gemma":[0.9985282,0.00011798071,0.00017914789,0.00033781579,0.000640544,0.00019634815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035195277,0.00026245962,0.00045436042,0.0005560319,0.00008517266,0.000016060689,0.00013411138,0.00015825962,0.00038806573],"category_scores_gemma":[0.00015952326,0.00021654645,0.000088840556,0.0009268744,0.00056258234,0.0001836624,0.00011506568,0.00041166236,0.00009648298],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00424372,0.0014266486,0.81450975,0.00027403588,0.00093809114,0.000108867454,0.008732879,0.000010659175,0.02445311,0.0001452636,0.000013831492,0.14514312],"study_design_scores_gemma":[0.007246686,0.0024754093,0.7657787,0.0001568967,0.00015693938,0.00006105096,0.0033001958,0.000871781,0.21956252,0.00013643641,0.00003850901,0.00021486421],"about_ca_topic_score_codex":0.00014657006,"about_ca_topic_score_gemma":0.0002028399,"teacher_disagreement_score":0.19510941,"about_ca_system_score_codex":0.00025991784,"about_ca_system_score_gemma":0.00004199597,"threshold_uncertainty_score":0.8830508},"labels":[],"label_agreement":null},{"id":"W2799744680","doi":"10.1093/sleep/zsy061.716","title":"0717 Comparaison Of Self-reported Objectives Sleep Measures In Elderly Population With Sleep Apnea","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Pittsburgh Sleep Quality Index; Polysomnography; Epworth Sleepiness Scale; Medicine; Sleep apnea; Physical therapy; Sleep (system call); Population; Obstructive sleep apnea; Apnea; Apnea–hypopnea index; Psychology; Anesthesia; Insomnia; Sleep quality; Psychiatry","score_opus":0.025259517382995138,"score_gpt":0.3086511936177813,"score_spread":0.28339167623478617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799744680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98982584,0.00018280144,0.0018621617,0.00020200945,0.0002093671,0.0010662859,0.000008103602,0.0001535072,0.0064899186],"genre_scores_gemma":[0.9965602,0.0000031197285,0.002939729,0.0000450387,0.00023747332,0.000049967042,0.000053372587,0.00006313978,0.000047933987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967581,0.00020438104,0.00068031147,0.00061979436,0.0011419759,0.0005954127],"domain_scores_gemma":[0.99789333,0.00009123881,0.0003154233,0.00070208043,0.0007792116,0.00021874157],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00056835345,0.000319566,0.00068191113,0.0006106444,0.00011281317,0.000026944812,0.00020606643,0.00018166065,0.00019855595],"category_scores_gemma":[0.00027962713,0.00026703734,0.00011207219,0.0010647346,0.0003473927,0.00025257975,0.00007499605,0.00042345191,0.000058806236],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018370156,0.000836851,0.9277884,0.00015338388,0.0007039542,0.00009743189,0.002500877,0.00008028906,0.0146365855,0.0004149677,0.000020727697,0.050929546],"study_design_scores_gemma":[0.0048559424,0.0024625042,0.95464593,0.00009755276,0.00027817435,0.00011114526,0.00093054015,0.014193137,0.02164326,0.00022390648,0.00022484282,0.00033304375],"about_ca_topic_score_codex":0.00082346675,"about_ca_topic_score_gemma":0.0009084318,"teacher_disagreement_score":0.0505965,"about_ca_system_score_codex":0.000276678,"about_ca_system_score_gemma":0.000046679703,"threshold_uncertainty_score":0.9999782},"labels":[],"label_agreement":null},{"id":"W2800000846","doi":"10.1503/cmaj.69278","title":"Addressing challenges with current therapies for obstructive sleep apnea","year":2018,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University; University of British Columbia; University of Calgary; University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Medicine; Intensive care medicine; Sleep apnea; Sleep (system call); Computer science; Internal medicine","score_opus":0.05277385943265904,"score_gpt":0.32186323482438,"score_spread":0.26908937539172095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800000846","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014522604,0.00600392,0.00050075696,0.9860742,0.0027124758,0.0008514068,0.00021995162,0.00003955696,0.0021454543],"genre_scores_gemma":[0.012543979,0.0019053543,0.003077361,0.78671473,0.19225028,0.00039125502,0.00075040857,0.00057502236,0.0017916133],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934938,0.0003555047,0.000583263,0.0005189736,0.0036900393,0.0013584096],"domain_scores_gemma":[0.9939713,0.00064793084,0.0005998394,0.00028587278,0.002813452,0.0016816243],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0015475339,0.00042849398,0.00079319434,0.0006716339,0.00053335057,0.00019630005,0.00042689653,0.0017354375,0.002257868],"category_scores_gemma":[0.0025233421,0.00033099385,0.00028893308,0.0002353977,0.00031051453,0.00015979746,0.000030202822,0.0065650083,0.000094819115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006724942,0.000023820701,0.0018246227,0.00023922387,0.0013025972,0.001033365,0.0007040415,9.401204e-8,0.0000016580373,0.000029615943,0.64798033,0.34679338],"study_design_scores_gemma":[0.0022674813,0.00039961954,0.004290803,0.000559427,0.00025539135,0.0010730856,0.00058952376,0.00013671172,0.000010688534,0.00030105445,0.989758,0.00035820794],"about_ca_topic_score_codex":0.00019360421,"about_ca_topic_score_gemma":0.0032077716,"teacher_disagreement_score":0.34643516,"about_ca_system_score_codex":0.0035039347,"about_ca_system_score_gemma":0.0034587176,"threshold_uncertainty_score":0.9999142},"labels":[],"label_agreement":null},{"id":"W2800003022","doi":"10.1093/sleep/zsy061.576","title":"0577 Effect of Continuous Positive Airway Pressure on Quality of Life Measures in Moderate to Severe Obstructive Sleep Apnea: Sleep Apnea Stress Study Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Center for Research Resources; National Institutes of Health","keywords":"Continuous positive airway pressure; Medicine; Obstructive sleep apnea; Randomized controlled trial; Sleep apnea; Epworth Sleepiness Scale; Apnea; Anesthesia; Apnea–hypopnea index; Physical therapy; Polysomnography; Internal medicine","score_opus":0.0165949346171902,"score_gpt":0.31647004599295714,"score_spread":0.29987511137576695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800003022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.962919,0.0003511257,0.00082923,0.00022358506,0.0009240144,0.031227197,0.00026195677,0.000077557226,0.0031863183],"genre_scores_gemma":[0.99720913,0.0000026766504,0.0001464666,0.0000841793,0.00053028343,0.0017328892,0.000031860032,0.00010505334,0.00015748886],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9844901,0.008078095,0.002627154,0.0012806725,0.0025438508,0.0009801126],"domain_scores_gemma":[0.9900725,0.004841807,0.0011641582,0.001248164,0.002101905,0.0005714822],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0069675283,0.0008720141,0.007184453,0.0008918863,0.00016583862,0.000052656906,0.0005867309,0.0004071659,0.00019361262],"category_scores_gemma":[0.014340569,0.00063737325,0.0010202243,0.00090642413,0.00090273115,0.00020771172,0.000308078,0.0009126564,0.000036851383],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9563614,0.0029554076,0.016319534,0.000289465,0.005628926,0.00004016021,0.005610461,0.00081159815,0.003752608,0.0002355492,0.000012476605,0.007982391],"study_design_scores_gemma":[0.9280485,0.015090954,0.012621501,0.00016193588,0.0016149405,0.000004009563,0.0017635584,0.007253874,0.032835912,0.000079444544,0.0000035128764,0.000521838],"about_ca_topic_score_codex":0.000869438,"about_ca_topic_score_gemma":0.00028307084,"teacher_disagreement_score":0.03429009,"about_ca_system_score_codex":0.00022390965,"about_ca_system_score_gemma":0.00011095511,"threshold_uncertainty_score":0.99960774},"labels":[],"label_agreement":null},{"id":"W2800167499","doi":"10.1093/sleep/zsy061.1072","title":"1073 What Happens To Patients After A Diagnosis Of Sleep Apnea?","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Sinai Hospital; St Mary's Hospital Centre; Jewish General Hospital","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Sleep apnea; Checklist; Sleep medicine; Sleep disorder; Sleep study; Sleep (system call); Pediatrics; Apnea; Physical therapy; Insomnia; Internal medicine; Psychiatry; Psychology","score_opus":0.014900694113200823,"score_gpt":0.2901787373444373,"score_spread":0.27527804323123645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800167499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99388814,0.00018507776,0.00024377154,0.0010524163,0.00062272826,0.0009410939,0.000028706496,0.000043342738,0.002994734],"genre_scores_gemma":[0.9973362,0.000017801025,0.0010333717,0.00082534284,0.0003320298,0.00023091916,0.000019667128,0.00005075377,0.00015393273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781245,0.00006383663,0.00035553906,0.00044959076,0.00077248417,0.0005461069],"domain_scores_gemma":[0.9980717,0.000071098635,0.0000758398,0.00066549954,0.00071478955,0.00040110535],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018224174,0.0002079836,0.0003713419,0.00030150134,0.0000620166,0.000044188055,0.00021309336,0.0001119214,0.0024593628],"category_scores_gemma":[0.00037525815,0.00018201061,0.0001411273,0.00053178536,0.0002681279,0.00028746435,0.0002771793,0.00018396066,0.0017206348],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072667195,0.0005527994,0.79737896,0.000080515245,0.00012937053,0.000025216434,0.0012951668,6.498396e-7,0.00075049256,0.000059619666,0.0004200691,0.19858049],"study_design_scores_gemma":[0.0029483864,0.0023033354,0.9277259,0.0001863567,0.00014970826,0.0000036823672,0.0004604099,0.00035241933,0.05181322,0.0001034118,0.013642556,0.0003105854],"about_ca_topic_score_codex":0.00006678552,"about_ca_topic_score_gemma":0.00006784312,"teacher_disagreement_score":0.1982699,"about_ca_system_score_codex":0.00012851936,"about_ca_system_score_gemma":0.000014808439,"threshold_uncertainty_score":0.99905664},"labels":[],"label_agreement":null},{"id":"W2800267871","doi":"10.1016/j.sleep.2018.04.006","title":"Detecting inspiratory flow limitation with temporal features of nasal airflow","year":2018,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto General Hospital; University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research; Toronto Rehabilitation Institute","keywords":"Medicine; Airflow; Polysomnography; Obstructive sleep apnea; Airway; Breathing; Ventilation (architecture); Apnea; Sleep (system call); Cardiology; Internal medicine; Anesthesia; Computer science; Meteorology; Physics","score_opus":0.022894742371882933,"score_gpt":0.3016022860840458,"score_spread":0.2787075437121629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800267871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880356,0.00047866587,0.0019880354,0.0013180429,0.00031522926,0.0005886411,0.0000050116046,0.000102226535,0.0071685393],"genre_scores_gemma":[0.9914773,0.0000045108836,0.006577476,0.00037418635,0.0012995976,0.000018546541,0.000035638543,0.00004711766,0.00016562139],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978637,0.00008544481,0.0003625378,0.00035940876,0.0009556075,0.0003732856],"domain_scores_gemma":[0.99819916,0.00014735862,0.0001649053,0.00043034845,0.0008200568,0.00023818965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000541717,0.00021270623,0.00044875476,0.00037421312,0.000112239424,0.0000058644414,0.00013686222,0.00011557292,0.00024930114],"category_scores_gemma":[0.00085296814,0.00014411178,0.000052720316,0.0006593933,0.0009834124,0.000120460194,0.000050890998,0.0003974519,0.00003798063],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004155809,0.00041584828,0.35900053,0.00073875295,0.000734124,0.00026947245,0.0067309123,0.00001611449,0.2039693,0.00038656872,0.0020834818,0.4214991],"study_design_scores_gemma":[0.01918944,0.020508379,0.76658756,0.0012704415,0.00059295126,0.00040754603,0.0061721816,0.004698458,0.17649981,0.00024376035,0.0032714654,0.0005580007],"about_ca_topic_score_codex":0.000098099255,"about_ca_topic_score_gemma":0.00017930074,"teacher_disagreement_score":0.42094108,"about_ca_system_score_codex":0.000107197025,"about_ca_system_score_gemma":0.00007069563,"threshold_uncertainty_score":0.58767074},"labels":[],"label_agreement":null},{"id":"W2800662977","doi":"10.1093/sleep/zsy061.968","title":"0969 Antidepressant Use Is Linked to Worse Sleep-Related Breathing Disturbances In People with Depressive Symptoms","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"","keywords":"Polysomnography; Antidepressant; Medicine; Depression (economics); Beck Depression Inventory; Sleep apnea; Respiratory disturbance index; Anesthesia; Major depressive disorder; Obstructive sleep apnea; Apnea; Sleep disorder; Psychiatry; Psychology; Internal medicine; Insomnia; Mood; Anxiety","score_opus":0.01315952270965956,"score_gpt":0.2811233552384524,"score_spread":0.26796383252879286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800662977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941198,0.00033714133,0.00077729655,0.0009780696,0.00027988257,0.0012633438,0.000029079809,0.00013965965,0.002075704],"genre_scores_gemma":[0.997382,0.000015399954,0.0011958588,0.00041823185,0.00022976445,0.00010250493,0.000028612627,0.00008113648,0.0005464802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968747,0.00012500341,0.00045657202,0.0008638596,0.00082804804,0.00085182284],"domain_scores_gemma":[0.99799365,0.00016800893,0.00013308588,0.00084453006,0.00043358697,0.0004271497],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002508339,0.0003574143,0.0005871505,0.0004507529,0.00017717072,0.00011194477,0.0003229548,0.0001905824,0.00047771618],"category_scores_gemma":[0.00037458117,0.0002772196,0.000099788616,0.001321504,0.000318691,0.0004440133,0.00025931548,0.000597259,0.0003177566],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097265,0.00027842997,0.97071576,0.00007147216,0.00031145764,0.00041640838,0.0056422767,0.00006155704,0.0034148078,0.000090397814,0.00017733849,0.017847417],"study_design_scores_gemma":[0.004520872,0.00080179854,0.98118967,0.0004046568,0.00016037372,0.00013857725,0.00039023344,0.0055786725,0.005485988,0.00007183062,0.00084143976,0.00041586324],"about_ca_topic_score_codex":0.0011872972,"about_ca_topic_score_gemma":0.0007195702,"teacher_disagreement_score":0.017431553,"about_ca_system_score_codex":0.00024303129,"about_ca_system_score_gemma":0.000046402558,"threshold_uncertainty_score":0.999968},"labels":[],"label_agreement":null},{"id":"W2800780198","doi":"10.1093/sleep/zsy061.364","title":"0365 Insomnia Subtypes Before And After Cpap Treatment Of Sleep Apnea","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Sinai Hospital; St Mary's Hospital Centre; Dawson College; Jewish General Hospital","funders":"","keywords":"Insomnia; Polysomnography; Obstructive sleep apnea; Sleep apnea; Medicine; Sleep disorder; Sleep (system call); Apnea; Pediatrics; Anesthesia; Psychiatry","score_opus":0.012695041320846362,"score_gpt":0.2866016094359089,"score_spread":0.27390656811506253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800780198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941963,0.0005287129,0.00007747634,0.00046489402,0.00017495056,0.0004870319,0.000025252799,0.000038018992,0.004007385],"genre_scores_gemma":[0.9980063,0.000018119783,0.00088783406,0.00007368943,0.00040330284,0.00004994995,0.000014627106,0.000033517295,0.0005126839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871266,0.000039757037,0.00023073268,0.00033463893,0.00033345542,0.00034875688],"domain_scores_gemma":[0.9990562,0.000029084144,0.00005753207,0.00043104455,0.00021922027,0.00020690978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000088850444,0.00018681666,0.00033794998,0.00017438662,0.000057546153,0.000013392467,0.00007238177,0.000103649414,0.00071957946],"category_scores_gemma":[0.00005389208,0.0001397369,0.00008605617,0.00021183275,0.00049375254,0.00007955409,0.00007164674,0.000086898435,0.00017928245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011448357,0.0005024748,0.6753646,0.000109146196,0.00030909857,0.00009427343,0.0024714037,1.7850849e-7,0.007917482,0.00033648903,0.00003405458,0.31171593],"study_design_scores_gemma":[0.004721411,0.0059646075,0.9301655,0.00003487778,0.0002667899,0.000078052726,0.00035844403,0.0011829202,0.04728997,0.00043504033,0.009290876,0.00021148687],"about_ca_topic_score_codex":0.000071818504,"about_ca_topic_score_gemma":0.00017291606,"teacher_disagreement_score":0.31150445,"about_ca_system_score_codex":0.000113689835,"about_ca_system_score_gemma":0.00001727435,"threshold_uncertainty_score":0.78788906},"labels":[],"label_agreement":null},{"id":"W2800900911","doi":"10.3389/fneur.2018.00363","title":"Topological Reorganization of the Default Mode Network in Severe Male Obstructive Sleep Apnea","year":2018,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Default mode network; Functional magnetic resonance imaging; Obstructive sleep apnea; Posterior cingulate; Prefrontal cortex; Neuroscience; Montreal Cognitive Assessment; Resting state fMRI; Anterior cingulate cortex; Topology (electrical circuits); Medicine; Cognition; Internal medicine; Cardiology; Psychology; Cognitive impairment","score_opus":0.009702428812991746,"score_gpt":0.2620888301100048,"score_spread":0.252386401297013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800900911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899909,0.00008950014,0.0032409814,0.0016940212,0.0016706617,0.0005222194,0.0000053519384,0.000016738384,0.0027696565],"genre_scores_gemma":[0.99578196,0.000007029213,0.00314001,0.0006671954,0.0002684789,0.000014911222,0.000005159118,0.000021768788,0.00009346017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982668,0.0003893488,0.00031633416,0.00036728627,0.00022537693,0.00043481393],"domain_scores_gemma":[0.99921507,0.00009400372,0.000097280936,0.00039368038,0.00014276036,0.00005720593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019499879,0.00013259181,0.0003529818,0.00016340298,0.00005363018,0.0000036684614,0.00026994827,0.0002621633,0.00014889505],"category_scores_gemma":[0.0005990663,0.00010152818,0.000051385254,0.00089107046,0.00081990444,0.000055213528,0.00021145328,0.00057085906,0.0000083002105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093631813,0.000076543714,0.9923612,0.000014924816,0.000024512081,0.00005199051,0.00032818512,0.0006771911,0.00073609786,0.0007193223,0.001132716,0.0029410315],"study_design_scores_gemma":[0.001820286,0.0006300614,0.9637661,0.000009339389,0.000021301263,0.00020810144,0.00016607334,0.023399381,0.0012927578,0.0081208125,0.00045835535,0.0001074403],"about_ca_topic_score_codex":0.000059975642,"about_ca_topic_score_gemma":0.00011259266,"teacher_disagreement_score":0.028595077,"about_ca_system_score_codex":0.000082674764,"about_ca_system_score_gemma":0.00003247594,"threshold_uncertainty_score":0.41401988},"labels":[],"label_agreement":null},{"id":"W2800942432","doi":"10.1093/sleep/zsy061.755","title":"0756 Use of Split-Night Polysomnography in Children with Sleep Disordered Breathing","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Foothills Medical Centre; Stollery Children's Hospital; Alberta Children's Hospital","funders":"","keywords":"Medicine; Polysomnography; Quartile; Sleep disordered breathing; Sleep (system call); Pediatrics; Cohort; Population; Breathing; Positive airway pressure; Continuous positive airway pressure; Anesthesia; Internal medicine; Apnea; Obstructive sleep apnea","score_opus":0.015269808494223781,"score_gpt":0.2689459957525423,"score_spread":0.25367618725831853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800942432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968462,0.00018187503,0.0005056172,0.0002761039,0.0000683348,0.00076222164,0.00002599904,0.000056193807,0.001277429],"genre_scores_gemma":[0.9945573,0.000010377117,0.0050046034,0.00008762269,0.00015116966,0.000022420067,0.000036021916,0.000051905812,0.000078529316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997943,0.00009011657,0.00034966526,0.0004554731,0.0006241297,0.00053763716],"domain_scores_gemma":[0.99873304,0.00005661862,0.00010876275,0.0006704259,0.00023947137,0.00019165083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021200646,0.00022905221,0.00041693592,0.0006218893,0.00007730631,0.000029958708,0.00019323715,0.00011854965,0.0002613291],"category_scores_gemma":[0.00012407247,0.00017921439,0.00011351252,0.0011317984,0.00054538966,0.00026441456,0.00011615369,0.00035308147,0.000042713822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052008993,0.00033694386,0.9728725,0.00003262567,0.000282135,0.000022605329,0.0007429653,0.0000050957806,0.0028221805,0.00047328728,0.000023087638,0.021866512],"study_design_scores_gemma":[0.0035427536,0.0008268149,0.98740524,0.000086410335,0.00010697328,0.00008984728,0.00018286344,0.0011107583,0.00613002,0.00010474709,0.0002033176,0.00021024617],"about_ca_topic_score_codex":0.0008503485,"about_ca_topic_score_gemma":0.00023221788,"teacher_disagreement_score":0.021656265,"about_ca_system_score_codex":0.00007100812,"about_ca_system_score_gemma":0.000028096332,"threshold_uncertainty_score":0.73081505},"labels":[],"label_agreement":null},{"id":"W2801028770","doi":"","title":"Relationship between Obstructive Sleep Apnea (OSA) and Difficult Intubation","year":2018,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Intubation; Anesthesia; Sleep (system call); Apnea; Computer science","score_opus":0.2690228111312426,"score_gpt":0.5525752090510959,"score_spread":0.2835523979198533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801028770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98889726,0.001515677,0.0013668765,0.0004840677,0.0003530847,0.0009311176,0.000058987756,0.000050649825,0.0063422634],"genre_scores_gemma":[0.9977834,0.00017322347,0.00078542787,0.000079136415,0.00076720206,0.00003917658,0.00005263908,0.00006565729,0.0002540953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965723,0.00037059226,0.0008536465,0.00060745917,0.0011063266,0.000489645],"domain_scores_gemma":[0.99589175,0.0010365563,0.0006402508,0.0005637024,0.0013443053,0.0005234271],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011728267,0.00033795036,0.00080710405,0.0011195793,0.0004644995,0.0006451725,0.0010128348,0.00021898246,0.0036574558],"category_scores_gemma":[0.0029574034,0.00029817145,0.00012776208,0.0016551333,0.0007209226,0.0020983662,0.00090104394,0.00079251506,0.0000626056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030629052,0.00010486923,0.9227108,0.00009364828,0.00024518874,0.000015570226,0.00042278037,0.0000019461124,0.021404354,0.0003476883,0.001283575,0.053063292],"study_design_scores_gemma":[0.0012636185,0.000083199346,0.9683054,0.00014229928,0.00021568337,0.000034336892,0.0002431204,0.00013959482,0.022039618,0.0066095344,0.0006328795,0.00029070806],"about_ca_topic_score_codex":0.00024167963,"about_ca_topic_score_gemma":0.000024178891,"teacher_disagreement_score":0.052772585,"about_ca_system_score_codex":0.00025078945,"about_ca_system_score_gemma":0.00008857691,"threshold_uncertainty_score":0.999947},"labels":[],"label_agreement":null},{"id":"W2801157853","doi":"10.1513/annalsats.201802-121oc","title":"Association between Obstructive Sleep Apnea and Cardiovascular Risk Factors: Variation by Age, Sex, and Race. The Multi-Ethnic Study of Atherosclerosis","year":2018,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; Fundação Lemann","keywords":"Medicine; Internal medicine; Blood pressure; Obstructive sleep apnea; White blood cell; Sleep apnea; Polysomnography; Triglyceride; Population; Body mass index; Cholesterol; Apnea","score_opus":0.08862784681103568,"score_gpt":0.3818151842844996,"score_spread":0.2931873374734639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801157853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972584,0.00043249267,0.0008616831,0.00031932155,0.000046979076,0.0009248008,0.0001213542,0.000020126558,0.000014833107],"genre_scores_gemma":[0.9987887,0.0004031674,0.00052557007,0.00006782042,0.00010842495,0.000022177603,0.0000056772265,0.000030229616,0.00004824584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970818,0.0010391815,0.00034979233,0.0003875318,0.0008420187,0.00029967094],"domain_scores_gemma":[0.9972828,0.0007426424,0.0007841643,0.0006629738,0.0004365583,0.00009083207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019276361,0.00020443586,0.0007059725,0.00003507038,0.00029909026,0.00002289366,0.00022888207,0.000092196475,0.0000056550475],"category_scores_gemma":[0.0007574849,0.00012802525,0.00038575835,0.00069248606,0.0010308294,0.000108722765,0.00025412938,0.00038574642,7.522988e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050689934,0.00018183189,0.9148032,0.000027347312,0.005699564,9.384986e-8,0.022280017,0.000004627592,0.003659352,5.863395e-7,0.000098405406,0.05319426],"study_design_scores_gemma":[0.0006714829,0.0006308213,0.9630275,0.00001445523,0.0010783275,5.09982e-7,0.022409389,0.0004693441,0.011503798,0.000038383485,0.000044592238,0.000111435234],"about_ca_topic_score_codex":0.0023025793,"about_ca_topic_score_gemma":0.000017852983,"teacher_disagreement_score":0.053082824,"about_ca_system_score_codex":0.00006688465,"about_ca_system_score_gemma":0.000016334072,"threshold_uncertainty_score":0.5220718},"labels":[],"label_agreement":null},{"id":"W2801183991","doi":"10.1016/j.sleep.2018.04.008","title":"Phenotypes of sleep-disordered breathing symptoms to two years of age based on age of onset and duration of symptoms","year":2018,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of British Columbia; Hospital for Sick Children; University of Toronto; McMaster University; University of Alberta","funders":"CIHR Skin Research Training Centre; Canadian Institutes of Health Research; Women and Children's Health Research Institute","keywords":"Duration (music); Sleep disordered breathing; Medicine; Sleep (system call); Pediatrics; Age of onset; Audiology; Sleep onset; Internal medicine; Insomnia; Psychiatry; Obstructive sleep apnea; Art; Computer science","score_opus":0.014775981341958018,"score_gpt":0.30549620364931035,"score_spread":0.29072022230735234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801183991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950187,0.00017181627,0.0015436306,0.00048058314,0.00016393655,0.0007328169,0.00004583918,0.000019695332,0.0018229538],"genre_scores_gemma":[0.99831873,0.000008668627,0.0012249603,0.00013977328,0.0001466047,0.000010576713,0.00007219366,0.000035070563,0.000043405416],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99749583,0.00012648386,0.0007854224,0.0003383908,0.0009767013,0.00027715493],"domain_scores_gemma":[0.997994,0.00038225748,0.00034761376,0.0005929573,0.0004897514,0.00019342669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000720267,0.00019752474,0.00082855247,0.00063673576,0.000029477798,0.0000025523557,0.0001777691,0.00009880252,0.00025826876],"category_scores_gemma":[0.0011834508,0.00016744649,0.00007774911,0.0006425472,0.0010310495,0.00005669204,0.00008005549,0.0001804019,0.0000047438302],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043893154,0.0009242023,0.11735675,0.0014183891,0.00062294485,0.00011012477,0.00881871,0.00009084869,0.704176,0.0010345279,0.00012974009,0.16092846],"study_design_scores_gemma":[0.019130368,0.016291115,0.7509983,0.0027230433,0.00072254497,0.000029738361,0.0014165444,0.009344495,0.19835776,0.00045071988,0.00018464169,0.00035069673],"about_ca_topic_score_codex":0.0004990477,"about_ca_topic_score_gemma":0.000066866385,"teacher_disagreement_score":0.6336416,"about_ca_system_score_codex":0.000056204863,"about_ca_system_score_gemma":0.00003983391,"threshold_uncertainty_score":0.68282694},"labels":[],"label_agreement":null},{"id":"W2801395464","doi":"10.1136/thoraxjnl-2017-211131","title":"Diagnostic accuracy of a two-stage model for detecting obstructive sleep apnoea in chronic tetraplegia","year":2018,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GF Strong Rehabilitation Centre; University of British Columbia","funders":"National Health and Medical Research Council; U.S. Department of Defense","keywords":"Medicine; Tetraplegia; Sleep (system call); Stage (stratigraphy); Polysomnography; Physical medicine and rehabilitation; Physical therapy; Anesthesia; Apnea; Spinal cord; Spinal cord injury; Psychiatry","score_opus":0.046723157485606445,"score_gpt":0.3751449772699562,"score_spread":0.32842181978434976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801395464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9601593,0.00022841411,0.03637631,0.00008966943,0.00014751757,0.001659795,0.000057855705,0.00005108811,0.0012300259],"genre_scores_gemma":[0.98961556,0.000008521329,0.009573939,0.00002887168,0.00038235213,0.00017160774,0.000011415419,0.00005902121,0.0001487112],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99802744,0.000074685464,0.0004341661,0.0004497012,0.00039177606,0.0006222256],"domain_scores_gemma":[0.9971226,0.0016218794,0.00017214454,0.0005099258,0.000419473,0.00015400576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051326206,0.00021570607,0.00045217603,0.00035465605,0.00009154127,0.00001581655,0.00022925393,0.000113619215,0.00012626326],"category_scores_gemma":[0.0048388047,0.00020297559,0.0001264912,0.0005647142,0.00036062984,0.00019125814,0.00013102598,0.00036034916,0.000027338294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028796655,0.00052441255,0.071826935,0.002041934,0.0005145932,0.00011990463,0.007598294,0.003976448,0.58079773,0.00691031,0.00005003472,0.32275975],"study_design_scores_gemma":[0.0061445083,0.0011868271,0.03068797,0.00025253106,0.00011783271,0.000026100748,0.0007160008,0.7820208,0.17563225,0.0028288234,0.00007455849,0.000311776],"about_ca_topic_score_codex":0.0001519765,"about_ca_topic_score_gemma":0.0003888148,"teacher_disagreement_score":0.77804434,"about_ca_system_score_codex":0.00059592194,"about_ca_system_score_gemma":0.00020731773,"threshold_uncertainty_score":0.8277104},"labels":[],"label_agreement":null},{"id":"W2801606955","doi":"10.1093/sleep/zsy061.567","title":"0568 Objective Improvement in Sleep Depth and Quality Following Initiation of Continuous Positive Airway Pressure for Obstructive Sleep Apnea","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Obstructive sleep apnea; Sleep (system call); Medicine; Anesthesia; Sleep Stages; Continuous positive airway pressure; Polysomnography; Wakefulness; Non-rapid eye movement sleep; Apnea; Electroencephalography; Audiology; Psychiatry","score_opus":0.019866383392824177,"score_gpt":0.32024583387884964,"score_spread":0.30037945048602543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801606955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829289,0.00037939762,0.008265972,0.00019610132,0.00045974052,0.003278824,0.00018696376,0.000050053455,0.0042540827],"genre_scores_gemma":[0.99661434,0.0000038952235,0.002529424,0.000118876655,0.00026694042,0.00025927107,0.00007874708,0.000057605383,0.000070921444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969521,0.00023587607,0.0007322725,0.0007711321,0.00065954856,0.00064905774],"domain_scores_gemma":[0.9976528,0.00043524124,0.00034665922,0.000430681,0.00092985836,0.00020472163],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00089741533,0.00034162772,0.0008068904,0.00037074854,0.00015947821,0.000032421503,0.00016647528,0.00023906452,0.00004669743],"category_scores_gemma":[0.0010392391,0.00032907247,0.00022375208,0.00045993278,0.00041418136,0.00035002886,0.00018569859,0.0003604355,0.000007045864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061881314,0.0009887075,0.50648975,0.00078396726,0.0022945816,0.000041692616,0.016161708,0.000022724515,0.18923537,0.00429937,0.000017198083,0.2734768],"study_design_scores_gemma":[0.010414514,0.0034319563,0.73263586,0.0001269497,0.0004939926,0.0000109971725,0.0057618367,0.0052699675,0.24004075,0.0013020191,0.00007292329,0.00043822612],"about_ca_topic_score_codex":0.00046850348,"about_ca_topic_score_gemma":0.00041101372,"teacher_disagreement_score":0.2730386,"about_ca_system_score_codex":0.00028887752,"about_ca_system_score_gemma":0.000050626975,"threshold_uncertainty_score":0.99991614},"labels":[],"label_agreement":null},{"id":"W2801897325","doi":"","title":"Calidad de vida en pacientes diagnosticados con síndrome de apnea obstructiva del sueño en la fundación FOSUNAB, Floridablanca-Santander (estudio piloto)","year":2017,"lang":"es","type":"dissertation","venue":"instname:Universidad Santo Tomás","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Obstructive sleep apnea; Gynecology; Art; Internal medicine","score_opus":0.01512941102781281,"score_gpt":0.31370597740824757,"score_spread":0.2985765663804348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801897325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.954572,0.0017185543,0.0011662362,0.00068534055,0.002530285,0.003437491,0.00106165,0.0004037104,0.034424737],"genre_scores_gemma":[0.986675,0.0016220092,0.0010061117,0.00015013714,0.0016568288,0.00023201793,0.001158738,0.00046315923,0.0070359604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9879023,0.0021827852,0.0014391189,0.0025444268,0.002634419,0.0032969685],"domain_scores_gemma":[0.9873986,0.0056181266,0.0012790042,0.0025030624,0.0013466985,0.0018544858],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0022390727,0.0020826245,0.0029369588,0.0018598755,0.0018277471,0.00086825766,0.00264104,0.002439355,0.0015895115],"category_scores_gemma":[0.007980132,0.0022265518,0.0010561849,0.00096729293,0.0016176935,0.0012503522,0.0007167718,0.0039137793,0.0007145581],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068264464,0.002225439,0.79431194,0.0046355342,0.0064011724,0.019997597,0.034948964,0.00010903696,0.055852555,0.0076987497,0.0026401281,0.06435243],"study_design_scores_gemma":[0.0135256965,0.0019881648,0.8804444,0.003426105,0.0032407264,0.0015750801,0.05361669,0.0025817687,0.017810713,0.0007327662,0.0178394,0.0032184508],"about_ca_topic_score_codex":0.0044011977,"about_ca_topic_score_gemma":0.00056311174,"teacher_disagreement_score":0.08613249,"about_ca_system_score_codex":0.004967059,"about_ca_system_score_gemma":0.0024193435,"threshold_uncertainty_score":0.9994717},"labels":[],"label_agreement":null},{"id":"W2801915708","doi":"10.1093/sleep/zsy061.1075","title":"1076 Good Driving Behavior: A Reasonable Predictor Of Cpap Adherence?","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Université de Montréal; Jewish General Hospital","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Sleep apnea; Physical therapy; Pediatrics; Internal medicine","score_opus":0.022531364398988347,"score_gpt":0.31038765575336563,"score_spread":0.2878562913543773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801915708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699948,0.00012910533,0.00021947159,0.000108236105,0.00030851393,0.0005745154,0.00001858117,0.00007619069,0.028570574],"genre_scores_gemma":[0.9959562,0.000005413885,0.0021500948,0.000029376164,0.00045453382,0.00006448993,0.000013895712,0.00003418404,0.0012918242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826926,0.000051031413,0.00028039934,0.00032587134,0.00064055005,0.00043289165],"domain_scores_gemma":[0.9986707,0.000044140634,0.000092066264,0.00054154324,0.00042744217,0.00022408339],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002409944,0.00014539553,0.00029144666,0.00013678218,0.00007551067,0.000013927506,0.00019718215,0.00011164673,0.002563403],"category_scores_gemma":[0.00024875603,0.00012892814,0.000101657024,0.0003432451,0.00037424403,0.00011201228,0.00015025256,0.00022846057,0.00030718272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016682087,0.0004568289,0.86182505,0.000093925366,0.00011148266,0.000060500708,0.00049019733,2.0742237e-7,0.08547143,0.000986985,0.0003897047,0.049946874],"study_design_scores_gemma":[0.0037023926,0.0031403108,0.8755937,0.00021694197,0.00032503938,0.00011692154,0.0006083976,0.0011927594,0.10755721,0.0003265395,0.0069311447,0.0002886543],"about_ca_topic_score_codex":0.00010060332,"about_ca_topic_score_gemma":0.000045693996,"teacher_disagreement_score":0.04965822,"about_ca_system_score_codex":0.00010182515,"about_ca_system_score_gemma":0.000058913163,"threshold_uncertainty_score":0.9983484},"labels":[],"label_agreement":null},{"id":"W2802040817","doi":"10.1007/s40846-018-0409-7","title":"Spectral and Higher Order Statistical Characteristics of Expiratory Tracheal Breathing Sounds During Wakefulness and Sleep in People with Different Levels of Obstructive Sleep Apnea","year":2018,"lang":"en","type":"article","venue":"Journal of Medical and Biological Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Wakefulness; Medicine; Obstructive sleep apnea; Polysomnography; Anesthesia; Sleep apnea; Apnea; Sleep (system call); Breathing; Cardiology; Audiology; Electroencephalography","score_opus":0.01793779015530437,"score_gpt":0.2613809088423486,"score_spread":0.24344311868704424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802040817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924681,0.00031006164,0.0067992066,0.00020901312,0.000089980604,0.000088895,0.00001542919,0.0000055359765,0.00001375763],"genre_scores_gemma":[0.998235,0.000044469507,0.0014380859,0.000013594315,0.00025413526,0.0000019173856,0.0000012578647,0.000010133805,0.0000014003776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848926,0.000052445725,0.0005164123,0.00017475845,0.00051314663,0.00025396104],"domain_scores_gemma":[0.9990083,0.00030338654,0.00013912364,0.00006178629,0.00015596279,0.0003314337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003945747,0.00016206165,0.0006599296,0.00014011971,0.000027849657,0.000010414058,0.00007560495,0.00018303006,0.0001124348],"category_scores_gemma":[0.00041301103,0.00009299144,0.000029221883,0.00013966855,0.0005179356,0.00006293357,0.0000859288,0.00059020397,6.736911e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025517324,0.00056378794,0.7908065,0.0015324053,0.00054060994,0.0010226517,0.0016373405,0.000008516162,0.06757753,0.0020783716,5.8615393e-7,0.13168001],"study_design_scores_gemma":[0.0022386312,0.0013136424,0.9887947,0.00019947623,0.00004776701,0.00083364634,0.00020297807,0.0032429232,0.0029684694,0.000050550134,0.0000043064297,0.00010290958],"about_ca_topic_score_codex":0.000008072192,"about_ca_topic_score_gemma":0.0000030671401,"teacher_disagreement_score":0.19798824,"about_ca_system_score_codex":0.000040736417,"about_ca_system_score_gemma":0.000019492618,"threshold_uncertainty_score":0.3792081},"labels":[],"label_agreement":null},{"id":"W2802063352","doi":"10.1007/s40268-018-0232-1","title":"A Phase I Study of the Pharmacokinetics and Pharmacodynamics of Intranasal Doxylamine in Subjects with Chronic Intermittent Sleep Impairment","year":2018,"lang":"en","type":"article","venue":"Drugs in R&D","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Celerion (Canada)","funders":"GlaxoSmithKline","keywords":"Nasal administration; Cmax; Pharmacokinetics; Medicine; Pharmacodynamics; Pharmacology; Bioavailability; Nasal spray; Dosing; Area under the curve; Oral administration; Anesthesia","score_opus":0.01161056248182597,"score_gpt":0.32922099346729156,"score_spread":0.3176104309854656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802063352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99788076,0.00011695126,0.000037527792,0.00016670664,0.00011220694,0.0015098671,0.000009891949,0.0000070616616,0.00015902682],"genre_scores_gemma":[0.99971294,0.000029998195,0.00008753888,0.000024912875,0.00006947471,0.000037788846,0.0000024058884,0.0000217888,0.000013168253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848,0.00012741638,0.0003991182,0.0002579654,0.0004561292,0.00027937436],"domain_scores_gemma":[0.99929863,0.00006770824,0.00012004069,0.0002980662,0.00014318396,0.00007238489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035912462,0.00015528915,0.00033754925,0.0002704091,0.000020389974,0.000004738818,0.00018269343,0.000035355908,0.00004311987],"category_scores_gemma":[0.00002802638,0.00010290792,0.000030827567,0.00061750755,0.00045869395,0.000045290144,0.00017628135,0.00031771304,6.2895106e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007840861,0.019293629,0.6817237,0.0009095261,0.00055345974,0.0001635539,0.031717334,0.00018957966,0.13936648,0.000059010406,0.0000204616,0.11816237],"study_design_scores_gemma":[0.110070795,0.022134153,0.5541448,0.0005274255,0.00032393218,0.00006633171,0.008673143,0.12081164,0.18285805,0.00003002261,0.00004056036,0.00031913057],"about_ca_topic_score_codex":0.00020912036,"about_ca_topic_score_gemma":0.00048208341,"teacher_disagreement_score":0.12757893,"about_ca_system_score_codex":0.00024014914,"about_ca_system_score_gemma":0.00006382284,"threshold_uncertainty_score":0.41964632},"labels":[],"label_agreement":null},{"id":"W2802291220","doi":"10.1093/sleep/zsy061.548","title":"0549 Treating OSA With Oral Appliances: A Feedback Controlled Mandibular Positioner Prospectively Identifies Responders","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Prospective cohort study; Oral appliance; Predictive value; Equivalence (formal languages); Clinical trial; Predictive value of tests; Internal medicine; Surgery; Physical therapy; Mathematics; Sleep apnea","score_opus":0.015560221726623821,"score_gpt":0.2955304754311984,"score_spread":0.2799702537045746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802291220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96914524,0.0001741136,0.0034687775,0.0009631036,0.00013673407,0.0021074929,0.000014495562,0.00013180649,0.023858264],"genre_scores_gemma":[0.99197745,0.0000033365466,0.0029660836,0.00016186884,0.00036998518,0.00022677102,0.000022797296,0.00005118595,0.0042205015],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99777067,0.000113585826,0.00029686905,0.0005390715,0.00074251334,0.00053730694],"domain_scores_gemma":[0.9986328,0.00007270081,0.00013421477,0.00040052537,0.00056510256,0.00019465935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038642454,0.00025344972,0.00053752237,0.00023145833,0.00030829458,0.00010483273,0.00014049231,0.0000970151,0.00087110046],"category_scores_gemma":[0.00016276835,0.00018069967,0.00011577772,0.0005075033,0.0006315186,0.00022791454,0.00006281527,0.0002664371,0.00047999635],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.15342157,0.0023073398,0.36298895,0.0007960566,0.006523694,0.0018591939,0.011273493,0.00003734279,0.4126519,0.009728502,0.0023967905,0.03601518],"study_design_scores_gemma":[0.17075327,0.012227032,0.5486451,0.0009357945,0.0022124283,0.0008893045,0.0133733265,0.008895216,0.23288009,0.004480381,0.002714336,0.0019937363],"about_ca_topic_score_codex":0.00008645036,"about_ca_topic_score_gemma":0.00010482924,"teacher_disagreement_score":0.18565613,"about_ca_system_score_codex":0.00025406698,"about_ca_system_score_gemma":0.00005269826,"threshold_uncertainty_score":0.9537939},"labels":[],"label_agreement":null},{"id":"W2802418439","doi":"10.1093/sleep/zsy061.747","title":"0748 Relationship Between Neurobehavioral Function And Sleep Depth In Children With Obstructive Sleep Apnea","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Obstructive sleep apnea; Sleep (system call); Medicine; Sleep apnea; Apnea; Physical medicine and rehabilitation; Anesthesia","score_opus":0.03042287171876441,"score_gpt":0.2964220454332622,"score_spread":0.2659991737144978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802418439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946688,0.00012984283,0.0019897448,0.00024903208,0.00016568565,0.0011225921,0.000022487513,0.000118684395,0.0015331305],"genre_scores_gemma":[0.9977841,0.0000012725255,0.0012423097,0.000082595536,0.000566347,0.000060815375,0.00011512138,0.00007920868,0.00006827232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974266,0.00017469008,0.00038374623,0.0007512608,0.0006319195,0.0006317504],"domain_scores_gemma":[0.99863416,0.00011576425,0.00012898228,0.00053248997,0.0002563494,0.00033224086],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002867425,0.00033221254,0.00042308183,0.0005185993,0.00023631744,0.000058351783,0.00015525495,0.00021928857,0.00011490759],"category_scores_gemma":[0.00020400264,0.0002907904,0.000066124136,0.0009027926,0.0006366943,0.0003829568,0.00013983973,0.0007969993,0.0001299511],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044706452,0.000101879,0.9451799,0.00001593965,0.000104055456,0.0000143902935,0.00026003853,0.000004502498,0.00028293137,0.00040481068,0.000007359382,0.053177144],"study_design_scores_gemma":[0.0038866482,0.0013896339,0.9920897,0.000022416716,0.0003654124,0.00011811982,0.00018295874,0.00044556407,0.00053846947,0.0006327237,0.00004309364,0.00028528966],"about_ca_topic_score_codex":0.00017833586,"about_ca_topic_score_gemma":0.00019584705,"teacher_disagreement_score":0.052891858,"about_ca_system_score_codex":0.00020046813,"about_ca_system_score_gemma":0.000028519607,"threshold_uncertainty_score":0.9999544},"labels":[],"label_agreement":null},{"id":"W2802433499","doi":"10.5935/1984-0063.20180007","title":"Reproducibility and predictors of the apnea hypopnea index across multiple nights","year":2018,"lang":"en","type":"article","venue":"Sleep Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute; Toronto General Hospital; University Health Network; University of Toronto; Toronto Rehabilitation Institute","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Toronto Rehabilitation Institute; Ontario Centres of Excellence; Ontario Brain Institute","keywords":"Supine position; Polysomnography; Medicine; Apnea–hypopnea index; Apnea; Sleep apnea; Anesthesia; Internal medicine","score_opus":0.02162915535083537,"score_gpt":0.31702628085604284,"score_spread":0.29539712550520747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802433499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99695367,0.00004747972,0.00014730387,0.00046787428,0.0005694785,0.0005350656,0.000013413386,0.000028476194,0.0012372175],"genre_scores_gemma":[0.9992979,0.0000012421445,0.0002835275,0.00006123507,0.00017957349,0.000008000757,4.3764038e-7,0.000008449811,0.0001595973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970446,0.000062949905,0.00025306572,0.001118671,0.0010463649,0.00047433487],"domain_scores_gemma":[0.9968561,0.00009712008,0.000096507036,0.0021317718,0.00061229325,0.00020620975],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029476474,0.00011197993,0.00018777275,0.00007800516,0.00046752993,0.000034315577,0.0005108777,0.000052809904,0.000031947315],"category_scores_gemma":[0.0056116767,0.00006795477,0.000050564504,0.0012389733,0.008041843,0.00023098705,0.0006767088,0.00021160873,0.000012597151],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007631279,0.00007719777,0.90571785,0.000022667105,0.0000124533635,0.0000012743451,0.0015520039,8.968539e-7,0.08229287,0.000043216965,0.0000148545,0.010188424],"study_design_scores_gemma":[0.00055051444,0.00015462322,0.7976693,0.000012135026,0.000009013545,0.00001703037,0.00026118985,0.0033128674,0.19759811,0.00013366692,0.00022464019,0.00005688592],"about_ca_topic_score_codex":0.00013063604,"about_ca_topic_score_gemma":0.00008239157,"teacher_disagreement_score":0.11530525,"about_ca_system_score_codex":0.00009282427,"about_ca_system_score_gemma":0.000102456266,"threshold_uncertainty_score":0.9946577},"labels":[],"label_agreement":null},{"id":"W2802493327","doi":"10.1093/sleep/zsy061.442","title":"0443 Lipopolysaccharide Binding Protein (lbp) Is Associated With The Occurrence Of Cardio-metabolic Disturbances In Obstructive Sleep Apnea (osa)","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Quartile; Internal medicine; Obstructive sleep apnea; Medicine; Obesity; Insulin resistance; Lipopolysaccharide binding protein; Endocrinology; Anthropometry; Population; Metabolic syndrome; Physiology; Inflammation","score_opus":0.017509190279000972,"score_gpt":0.27835845203438486,"score_spread":0.26084926175538387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802493327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948174,0.00055155024,0.00018920845,0.0007440252,0.00024053853,0.001458744,0.00019488929,0.000057117075,0.0017465696],"genre_scores_gemma":[0.99905753,0.000007031672,0.00022338722,0.00007032496,0.00022554444,0.00016712816,0.000027526843,0.000038435537,0.00018308545],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9967226,0.0002723568,0.00045279157,0.000632835,0.0011505944,0.00076883245],"domain_scores_gemma":[0.9980321,0.00016935766,0.00033531652,0.0007049276,0.00058358035,0.00017474122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007187414,0.0003415639,0.00073659234,0.0003466416,0.00020522415,0.000042989486,0.0004755524,0.0001536875,0.00018749303],"category_scores_gemma":[0.00071898696,0.00022559546,0.00015816795,0.0014212355,0.0012323844,0.0002453021,0.00018735237,0.0006644135,0.00006196273],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001896054,0.000724212,0.69898486,0.0002403152,0.0021674663,0.00017582813,0.011353459,0.000012133917,0.17146032,0.0022816802,0.0002770075,0.11042665],"study_design_scores_gemma":[0.0066140154,0.001478334,0.35848537,0.0005054041,0.0005683339,0.00006103798,0.0053534,0.00181927,0.6225156,0.00038112706,0.0013613501,0.00085675204],"about_ca_topic_score_codex":0.00032087523,"about_ca_topic_score_gemma":0.0002377016,"teacher_disagreement_score":0.4510553,"about_ca_system_score_codex":0.00023032154,"about_ca_system_score_gemma":0.0000879455,"threshold_uncertainty_score":0.9199516},"labels":[],"label_agreement":null},{"id":"W2803495543","doi":"10.1177/2380084418776906","title":"Sleep-Disordered Breathing Is Associated with Reduced Mandibular Cortical Width in Children","year":2018,"lang":"en","type":"article","venue":"JDR Clinical & Translational Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Sleep disordered breathing; Cohort; Sleep apnea; Pediatrics; Apnea; Dentistry; Internal medicine","score_opus":0.1144068275844527,"score_gpt":0.4657801849346128,"score_spread":0.3513733573501601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803495543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985759,0.000103402854,0.00057595986,0.007966547,0.000059185015,0.001369886,0.0000527587,0.0000611823,0.0040520676],"genre_scores_gemma":[0.99643886,0.00002259072,0.0021433919,0.0002723072,0.00047956072,0.000056826117,0.00017577433,0.00006490062,0.00034581134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9926652,0.0011996857,0.0009891908,0.0009441187,0.0031090707,0.0010927605],"domain_scores_gemma":[0.9944147,0.0030411482,0.00008128408,0.0005422747,0.0013464626,0.0005741342],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006127611,0.00024149538,0.0006281691,0.0005210593,0.00034485955,0.00007277012,0.00035580673,0.00043372455,0.0017166155],"category_scores_gemma":[0.004488703,0.00019807527,0.00019953978,0.0016325406,0.0018209293,0.00019325629,0.00009579594,0.002804575,0.00032591476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030704474,0.0014235927,0.9700904,0.00002068263,0.0005164279,0.000112583475,0.00038459446,0.0000038525086,0.00097563426,0.0007760815,0.00019796792,0.022427758],"study_design_scores_gemma":[0.008088694,0.0018697982,0.9787562,0.00013772259,0.0000576144,0.0000493219,0.00004523066,0.007955638,0.00037206907,0.0022751663,0.00018393806,0.0002086272],"about_ca_topic_score_codex":0.00014240648,"about_ca_topic_score_gemma":0.00013311405,"teacher_disagreement_score":0.022219133,"about_ca_system_score_codex":0.00020070859,"about_ca_system_score_gemma":0.0004446906,"threshold_uncertainty_score":0.999496},"labels":[],"label_agreement":null},{"id":"W2803622316","doi":"10.1007/s12630-018-1152-9","title":"A retrospective study of opioid prescribing patterns at hospital discharge in surgical patients with obstructive sleep apnea","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"School of Medicine, New York University; York University","keywords":"Medicine; Interquartile range; Obstructive sleep apnea; Retrospective cohort study; Opioid; Confidence interval; Anesthesia; Sleep study; Internal medicine; Apnea; Polysomnography","score_opus":0.009166144791778023,"score_gpt":0.2309089595763071,"score_spread":0.2217428147845291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803622316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99799496,0.00012237218,0.000005704211,0.00040979584,0.0002818855,0.00088349974,0.000024567304,0.0000059758777,0.00027121793],"genre_scores_gemma":[0.99908364,0.0000044986778,0.00011906553,0.000012434576,0.0006113594,0.000008059878,0.000007940406,0.00009003837,0.00006294691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995327,0.00029618584,0.0012094546,0.00046904208,0.0014336371,0.0012646635],"domain_scores_gemma":[0.9932825,0.00006549262,0.00096502533,0.00042255523,0.0026782819,0.0025861538],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00090078847,0.0004712417,0.0011640468,0.0015747063,0.00041595212,0.00010824417,0.0006008265,0.00020098465,0.00037723474],"category_scores_gemma":[0.00029965176,0.00037395707,0.00023496665,0.00094067253,0.0006136279,0.00058426097,0.000040005718,0.0013671113,0.000007675492],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010746013,0.00041409757,0.79624945,0.000032516404,0.00028353464,0.19207819,0.008463929,0.000009789016,0.000009268548,0.00003176537,0.000028246686,0.0013245961],"study_design_scores_gemma":[0.00638983,0.0122487005,0.72940844,0.00024018326,0.00015597929,0.24653466,0.004465221,0.000026606816,0.00007990166,0.000030149891,0.000118903474,0.0003013998],"about_ca_topic_score_codex":0.010982262,"about_ca_topic_score_gemma":0.050498076,"teacher_disagreement_score":0.066841,"about_ca_system_score_codex":0.003312807,"about_ca_system_score_gemma":0.001402547,"threshold_uncertainty_score":0.99987125},"labels":[],"label_agreement":null},{"id":"W2804069075","doi":"10.5664/jcsm.7114","title":"Change in Cognition and Other Non-Motor Symptoms With Obstructive Sleep Apnea Treatment in Parkinson Disease","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Epworth Sleepiness Scale; Polysomnography; Hospital Anxiety and Depression Scale; Physical therapy; Montreal Cognitive Assessment; Beck Depression Inventory; Depression (economics); Sleep apnea; Beck Anxiety Inventory; Apnea–hypopnea index; Internal medicine; Anxiety; Apnea; Disease; Psychiatry; Dementia","score_opus":0.06033048276787694,"score_gpt":0.39891198264832817,"score_spread":0.3385814998804512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804069075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935511,0.00075374084,0.00014519405,0.0033962654,0.0004434693,0.0010042808,0.0000111793,0.00000880563,0.0006859938],"genre_scores_gemma":[0.99486756,0.00016402638,0.00047267947,0.0010115848,0.0033705821,0.000043766024,0.0000047338135,0.000039837705,0.000025229314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967067,0.00028346753,0.0013899866,0.0003939026,0.00080954266,0.00041639406],"domain_scores_gemma":[0.9971116,0.0007693721,0.0005742158,0.00026322354,0.0004527255,0.00082883734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014854518,0.00027631896,0.0011694494,0.00055170385,0.000040371167,0.000010855231,0.00012548635,0.0001678219,0.00029446016],"category_scores_gemma":[0.0014077536,0.00016410676,0.00012546979,0.00047194888,0.0010468889,0.0002076773,0.00004115874,0.0006654067,0.000012816381],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011953925,0.0008112055,0.7753235,0.000050491133,0.000254481,0.0009159828,0.0008149707,3.9336786e-7,0.00019024203,0.000016072825,0.00000768382,0.20966105],"study_design_scores_gemma":[0.025179284,0.015813291,0.95279807,0.0008359635,0.0004551244,0.00017005391,0.00039659507,0.001889988,0.00011797169,0.00016623148,0.0020263044,0.00015112603],"about_ca_topic_score_codex":0.00015758314,"about_ca_topic_score_gemma":0.0002355598,"teacher_disagreement_score":0.20950992,"about_ca_system_score_codex":0.00022971134,"about_ca_system_score_gemma":0.00008225422,"threshold_uncertainty_score":0.669208},"labels":[],"label_agreement":null},{"id":"W2804251892","doi":"10.1007/s00405-018-5015-3","title":"Palate surgery for obstructive sleep apnea: a 17-year meta-analysis","year":2018,"lang":"en","type":"review","venue":"European Archives of Oto-Rhino-Laryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Meta-analysis; Obstructive sleep apnea; Palatoplasty; Airway; Epworth Sleepiness Scale; Surgery; Polysomnography; Anesthesia; Apnea; Internal medicine","score_opus":0.10999433154990519,"score_gpt":0.35321542011414414,"score_spread":0.24322108856423896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804251892","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018094698,0.9528762,0.006404846,0.00016163409,0.00051046803,0.005026297,0.0019923358,0.00019288262,0.03265439],"genre_scores_gemma":[0.0013274879,0.9585721,0.025499005,0.00030212215,0.001953448,0.0009749421,0.0046806177,0.0010862784,0.0056040133],"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","domain_scores_codex":[0.9880714,0.004386669,0.0027952294,0.0023570082,0.0008201859,0.0015695152],"domain_scores_gemma":[0.9872463,0.006817448,0.001991233,0.0027968138,0.00044691545,0.0007013397],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002124131,0.0014982186,0.012196372,0.0036828432,0.00023821306,0.000055146957,0.0014484399,0.0003778886,0.0015050918],"category_scores_gemma":[0.002243882,0.0011529045,0.014054792,0.0017276929,0.0017159027,0.00014930255,0.0011680593,0.0014215026,0.00057824975],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010221958,0.0006995388,0.00092807895,0.02256973,0.69156456,0.0010141206,0.00078292104,0.00000587891,0.000060185157,0.0010183222,0.0021742508,0.2781602],"study_design_scores_gemma":[0.00088831596,0.0006857164,0.0023176875,0.00041853427,0.39612603,0.00031411936,0.00004839499,0.00013474056,0.00003265115,0.00020986125,0.59782,0.001003936],"about_ca_topic_score_codex":0.0000297192,"about_ca_topic_score_gemma":0.000012805169,"teacher_disagreement_score":0.5956458,"about_ca_system_score_codex":0.00010901029,"about_ca_system_score_gemma":0.00025918556,"threshold_uncertainty_score":0.99977666},"labels":[],"label_agreement":null},{"id":"W2805115566","doi":"10.1161/circresaha.118.310783","title":"Sleep Apnea and Cardiovascular Disease","year":2018,"lang":"en","type":"review","venue":"Circulation Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":203,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Observational study; Disease; Sleep apnea; Intensive care medicine; Population; Randomized controlled trial; Breathing; Obstructive sleep apnea; Cardiology; Internal medicine; Psychiatry","score_opus":0.1773564686307302,"score_gpt":0.4348355672754097,"score_spread":0.25747909864467944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805115566","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012132819,0.9930777,0.0003199353,0.000069395835,0.00014110346,0.0030877485,0.000037853933,0.00007025326,0.0030747016],"genre_scores_gemma":[0.0031442614,0.9944997,0.000089816494,0.00000855858,0.0010943555,0.00040898385,0.00027429571,0.00014329875,0.00033676182],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934318,0.0012249391,0.0005364301,0.0012256203,0.0027445313,0.0008366498],"domain_scores_gemma":[0.9954812,0.00047104136,0.00007295775,0.0018461937,0.0011656774,0.00096290756],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033415642,0.00038101387,0.0015463147,0.0012978317,0.0003653641,0.00016971258,0.00030055895,0.00039854745,0.0004530903],"category_scores_gemma":[0.0018108904,0.0003218035,0.000933594,0.0015095258,0.00090721506,0.00013359606,0.0004450689,0.0013627509,0.0011137453],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026755182,0.00005948176,0.00047556893,0.02124795,0.0014536876,0.00020107722,0.000027494101,0.0000024236924,5.561002e-7,0.00018277769,0.00021791559,0.9761043],"study_design_scores_gemma":[0.00055221707,0.00007540735,0.0021420969,0.0023213865,0.001471288,0.00013075038,0.000027676051,0.002034666,4.067476e-7,0.00016177754,0.9907688,0.00031356394],"about_ca_topic_score_codex":0.000037986116,"about_ca_topic_score_gemma":9.1189526e-7,"teacher_disagreement_score":0.9905509,"about_ca_system_score_codex":0.00039767276,"about_ca_system_score_gemma":0.00037187754,"threshold_uncertainty_score":0.9999234},"labels":[],"label_agreement":null},{"id":"W2805405375","doi":"10.1186/s40463-018-0285-8","title":"Correlation between gonial angle and dynamic tongue collapse in children with snoring/sleep disordered breathing – an exploratory pilot study","year":2018,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Gonial angle; Medicine; Epiglottis; Tongue; Sleep apnea; Retrospective cohort study; Orthodontics; Pediatrics; Surgery; Radiography; Anesthesia; Larynx","score_opus":0.02432454934857958,"score_gpt":0.29532691965843316,"score_spread":0.2710023703098536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805405375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99867135,0.0003611748,0.000091862865,0.0001577469,0.00014926326,0.00052522495,0.000005343027,0.00001490787,0.00002309868],"genre_scores_gemma":[0.99937946,0.000043253225,0.00016786528,0.00003803078,0.0003121909,0.000008574335,0.0000121537305,0.000031521187,0.0000069400458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981558,0.00034632097,0.00054716173,0.00029587335,0.00031423182,0.0003406214],"domain_scores_gemma":[0.99873453,0.00029585915,0.00026920167,0.00018806098,0.000242284,0.00027005025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010863127,0.00019645339,0.0007230139,0.0006311371,0.00016079206,0.00003319832,0.00006530136,0.00010230158,0.000021491296],"category_scores_gemma":[0.0001813647,0.00015754368,0.000038777147,0.00034394593,0.00030000025,0.00052658113,0.000066662986,0.0005622035,0.0000023272648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019308983,0.0007715759,0.99210495,0.000023434937,0.00024262656,0.00034850088,0.00116728,0.0000020395014,0.0006329886,0.0000028443396,0.000005674659,0.002767169],"study_design_scores_gemma":[0.0042536566,0.009963135,0.98290825,0.00011549885,0.0001267024,0.0016826815,0.00040858134,0.00031059407,0.00005106936,0.000028500275,0.0000058122164,0.00014554588],"about_ca_topic_score_codex":0.00012194683,"about_ca_topic_score_gemma":0.00054990355,"teacher_disagreement_score":0.009196745,"about_ca_system_score_codex":0.00009448445,"about_ca_system_score_gemma":0.000119967954,"threshold_uncertainty_score":0.64244443},"labels":[],"label_agreement":null},{"id":"W2806271977","doi":"10.1155/2018/2394146","title":"A Comparison of Two Nights of Ambulatory Sleep Testing in Arrhythmia Patients","year":2018,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"","keywords":"Polysomnography; Medicine; Ambulatory; Sleep (system call); Obstructive sleep apnea; Sleep Stages; Slow-wave sleep; Anesthesia; Apnea; Population; Sleep onset; Cardiology; Audiology; Physical therapy; Internal medicine; Electroencephalography; Insomnia; Psychiatry","score_opus":0.028123795100380527,"score_gpt":0.3506646262389752,"score_spread":0.32254083113859466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806271977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99212724,0.00013534201,0.00025070756,0.00008227769,0.00017067515,0.0006089459,0.0000085260945,0.0000262713,0.006590036],"genre_scores_gemma":[0.99813706,0.0000015119023,0.0016747457,0.000020824895,0.00008753379,0.000015399446,0.000014608643,0.00003315094,0.000015195382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790525,0.00009336431,0.0006212659,0.0003292185,0.00064281136,0.0004080887],"domain_scores_gemma":[0.9986011,0.00017538274,0.0002431099,0.0004101909,0.00044740492,0.00012286149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022516317,0.00017987932,0.0005247795,0.00041624953,0.00005485321,0.0000046465993,0.00016030003,0.00008570017,0.0001407254],"category_scores_gemma":[0.0005834024,0.00016861333,0.000092156275,0.0007945484,0.00059942866,0.00009523871,0.00011042365,0.00026100274,0.00003343847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022046646,0.00054531643,0.9190814,0.00012730478,0.000071518785,0.000002203758,0.0011675821,0.00005639236,0.0039447523,0.00014162621,0.00001804797,0.074623376],"study_design_scores_gemma":[0.006126253,0.0013054687,0.95977885,0.00014557238,0.00005723693,0.0000012727412,0.00067288347,0.0162493,0.014717136,0.0006216244,0.0001330769,0.00019135574],"about_ca_topic_score_codex":0.0003655297,"about_ca_topic_score_gemma":0.0004892389,"teacher_disagreement_score":0.07443202,"about_ca_system_score_codex":0.00010353566,"about_ca_system_score_gemma":0.000036314184,"threshold_uncertainty_score":0.68758523},"labels":[],"label_agreement":null},{"id":"W2806739833","doi":"10.1016/j.jcms.2018.05.052","title":"Maxillary stability following Le Fort I osteotomy using prebent plates and wire fixation in patients undergoing surgery for OSAS","year":2018,"lang":"en","type":"article","venue":"Journal of Cranio-Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Fixation (population genetics); Osteosynthesis; Orthodontics; Osteotomy; Cephalometric analysis; Dentistry; Surgery","score_opus":0.03850244241428058,"score_gpt":0.29690816424974614,"score_spread":0.25840572183546556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806739833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996686,0.000244153,0.00087026315,0.00023217635,0.0011177371,0.0007572632,0.000013884457,0.000014913177,0.00006359876],"genre_scores_gemma":[0.9988026,0.000050993334,0.0007450329,0.000055558587,0.00026551977,0.000008396072,0.00001679463,0.00004860068,0.0000065066038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99690336,0.00013963318,0.0012401677,0.00032483574,0.00083313306,0.00055886165],"domain_scores_gemma":[0.99707454,0.0010885724,0.00060606893,0.00020172847,0.000766959,0.00026215083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00251415,0.00025622686,0.00093755417,0.00070971175,0.00025309026,0.000074397576,0.000084085936,0.00018475624,0.000043593565],"category_scores_gemma":[0.003871474,0.00023505263,0.00052724057,0.00043192986,0.0001815115,0.00087294605,0.000075086835,0.000284242,0.0000015436415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021892523,0.00026493633,0.9629956,0.00028410598,0.00018558475,0.00008570794,0.00031404223,0.00000561601,0.0031310958,0.000010090001,0.000025230955,0.030508732],"study_design_scores_gemma":[0.00463464,0.0005261046,0.9813406,0.00068642787,0.00016077426,0.00012799536,0.0006970085,0.0007487232,0.0095759155,0.0004656974,0.00066964666,0.00036648416],"about_ca_topic_score_codex":0.00009517646,"about_ca_topic_score_gemma":0.0000420856,"teacher_disagreement_score":0.03014225,"about_ca_system_score_codex":0.00045593796,"about_ca_system_score_gemma":0.000742877,"threshold_uncertainty_score":0.9585168},"labels":[],"label_agreement":null},{"id":"W2807168231","doi":"10.14740/gr1033w","title":"A Case of Concomitant Obstructive Sleep Apnea and Non-Alcoholic Steatohepatitis Treated With CPAP Therapy","year":2018,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Steatohepatitis; Continuous positive airway pressure; Obstructive sleep apnea; Internal medicine; Fatty liver; Gastroenterology; Disease","score_opus":0.040765688491730595,"score_gpt":0.34421889774933895,"score_spread":0.3034532092576083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807168231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965431,0.00008981439,0.00021206525,0.00042328617,0.000045366945,0.0013363906,0.00006094344,0.000033642107,0.0012554013],"genre_scores_gemma":[0.9984357,0.000045913366,0.0009554335,0.00009633107,0.0001637755,0.00014180454,0.000015460302,0.000058855247,0.00008675368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99637914,0.00067831716,0.00039767637,0.00071688276,0.0006689461,0.0011590625],"domain_scores_gemma":[0.9968179,0.0002934297,0.000111150985,0.00069953967,0.001636573,0.00044140115],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00090818905,0.00028209275,0.00069569866,0.00073306647,0.0002645602,0.000029067018,0.00022357318,0.000180912,0.00027364012],"category_scores_gemma":[0.00016852863,0.00021125493,0.000077546436,0.0006171249,0.0044135125,0.00012572057,0.0002542303,0.00083824556,0.00003297746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010629516,0.0002740925,0.9470029,0.0000613803,0.00067025196,0.0039862916,0.0011026614,2.6871308e-7,0.024174314,0.000055072425,0.000053357562,0.011989889],"study_design_scores_gemma":[0.015075304,0.023487695,0.9098117,0.000064500324,0.00007912596,0.02035443,0.0018456853,0.0015744121,0.027406856,0.0000801751,0.00005989159,0.00016023069],"about_ca_topic_score_codex":0.00090396905,"about_ca_topic_score_gemma":0.00052591634,"teacher_disagreement_score":0.037191212,"about_ca_system_score_codex":0.00015288309,"about_ca_system_score_gemma":0.00007748396,"threshold_uncertainty_score":0.9982959},"labels":[],"label_agreement":null},{"id":"W2807661387","doi":"10.1016/j.chest.2018.03.052","title":"Servo-Ventilation Therapy for Sleep-Disordered Breathing","year":2018,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"ResMed; GlaxoSmithKline","keywords":"Medicine; Central sleep apnea; Heart failure; Ejection fraction; Continuous positive airway pressure; Positive airway pressure; Cardiology; Ventilation (architecture); Sleep apnea; Internal medicine; Randomized controlled trial; Intensive care medicine; Polysomnography; Apnea; Obstructive sleep apnea","score_opus":0.11364198026198515,"score_gpt":0.4124862496746789,"score_spread":0.29884426941269376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807661387","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008656401,0.9928653,0.0039134994,0.00015505397,0.0007551049,0.0016481052,0.000022521981,0.000037496313,0.0005163491],"genre_scores_gemma":[0.00003888211,0.99067944,0.004943097,0.00004104261,0.0033259946,0.00009078292,0.00012968053,0.00014464976,0.0006064001],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976329,0.00014943801,0.0007546408,0.00038456864,0.00055726117,0.000521185],"domain_scores_gemma":[0.9979594,0.00020517364,0.0005771389,0.00036733298,0.0005864458,0.00030454458],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010488969,0.00040119252,0.0013613338,0.000416374,0.0003120858,0.00016091307,0.00031686178,0.00040108507,0.00044317805],"category_scores_gemma":[0.0003242118,0.00029035748,0.0010406175,0.00031962246,0.000109427434,0.00016533126,0.000057588364,0.0010771117,0.000117071766],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010904285,0.00010811038,0.000034620713,0.009475107,0.00063098164,0.000038859976,0.00011325217,8.7693124e-8,0.000009193462,0.000013753001,0.0007244068,0.9887426],"study_design_scores_gemma":[0.0017010288,0.00042094575,0.00011013782,0.0047744983,0.00065472047,0.002136412,0.000036481626,0.000058144862,0.000025548148,0.0001830398,0.9896509,0.0002481261],"about_ca_topic_score_codex":0.0000019169186,"about_ca_topic_score_gemma":8.027643e-7,"teacher_disagreement_score":0.98892653,"about_ca_system_score_codex":0.00042049185,"about_ca_system_score_gemma":0.0003235009,"threshold_uncertainty_score":0.9999549},"labels":[],"label_agreement":null},{"id":"W2808897728","doi":"10.1213/ane.0000000000003437","title":"Anesthesiology: Clinical Case Reviews","year":2018,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Western Hospital; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Anesthesiology; Subspecialty; Medicine; Specialty; Presentation (obstetrics); Medical education; Surgery; Anesthesia; Pathology","score_opus":0.07468820959755469,"score_gpt":0.4001009549107436,"score_spread":0.3254127453131889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808897728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99128413,0.0013375626,0.00009043642,0.0034540056,0.000070264934,0.0007965016,5.262294e-7,0.00012738608,0.0028391872],"genre_scores_gemma":[0.9901703,0.00029974215,0.002903335,0.0041987784,0.0013388561,0.000044747114,0.000013188539,0.000060202536,0.0009708344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99690473,0.000628882,0.00080205005,0.00069082144,0.00034194844,0.00063156435],"domain_scores_gemma":[0.99771786,0.00021749824,0.00018352225,0.0010336441,0.00034203063,0.000505442],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018705634,0.0002977308,0.0008691813,0.00021454565,0.00021957763,0.000029049228,0.00024202513,0.0002935075,0.0012694533],"category_scores_gemma":[0.00047398423,0.00022958315,0.00036826814,0.0005692305,0.0009950647,0.00011118986,0.00004827866,0.00049555633,0.0037531136],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006903394,0.00052588846,0.6895799,0.00012489046,0.00018820456,0.090129174,0.00021468925,5.5451398e-8,0.0005995076,0.0018093314,0.016637698,0.19950032],"study_design_scores_gemma":[0.0016324468,0.0027766407,0.47455016,0.00008658038,0.0003031638,0.15187342,0.00015455543,0.00024401679,0.0008341569,0.0002376855,0.36690646,0.0004007097],"about_ca_topic_score_codex":0.000071192786,"about_ca_topic_score_gemma":0.000024996354,"teacher_disagreement_score":0.35026875,"about_ca_system_score_codex":0.000068952715,"about_ca_system_score_gemma":0.00008572684,"threshold_uncertainty_score":0.9996435},"labels":[],"label_agreement":null},{"id":"W2808917137","doi":"10.1016/j.joms.2011.06.053","title":"Objective Outcomes of Maxillomandibular Advancement Surgery for Treatment of Obstructive Sleep Apnea","year":2011,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; Continuous positive airway pressure; Hypopnea; Positive airway pressure; Sleep apnea; Apnea–hypopnea index; Apnea; Anesthesia; Excessive daytime sleepiness; Sleep deprivation; Airway; Physical therapy; Sleep disorder; Polysomnography; Internal medicine; Insomnia; Circadian rhythm","score_opus":0.058314008498377146,"score_gpt":0.30678546020735425,"score_spread":0.2484714517089771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808917137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99606985,0.0012910622,0.0011252958,0.00012135271,0.00067158137,0.00049128506,0.00007228471,0.000007107993,0.0001501688],"genre_scores_gemma":[0.9964087,0.000682993,0.0027130197,0.000020796524,0.000042544405,0.000020495336,0.000008228188,0.000028391421,0.0000748242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978276,0.00005316254,0.0010438195,0.00021425771,0.0005074422,0.0003537132],"domain_scores_gemma":[0.9976605,0.0002324035,0.0008630932,0.00017798659,0.0008334034,0.00023259368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049978285,0.00025707408,0.0016012982,0.00055028155,0.00006130945,0.0000064543656,0.00006615857,0.00010801201,0.00011033003],"category_scores_gemma":[0.0004028142,0.00017886488,0.0007922375,0.00023270545,0.00030376206,0.00024301365,0.000035844718,0.000082638326,9.014948e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004115779,0.00077966414,0.6392079,0.00015401181,0.0013188019,0.00012428373,0.000612961,0.0000010307187,0.0028015266,0.00020031887,0.000007774279,0.35067594],"study_design_scores_gemma":[0.0026614317,0.0023364876,0.9232846,0.00006771731,0.00057765044,0.00022575165,0.0009615336,0.000020208368,0.06199461,0.00091684825,0.006713377,0.00023979593],"about_ca_topic_score_codex":0.00012420429,"about_ca_topic_score_gemma":0.0000030359115,"teacher_disagreement_score":0.35043615,"about_ca_system_score_codex":0.00015260342,"about_ca_system_score_gemma":0.00012407904,"threshold_uncertainty_score":0.7293898},"labels":[],"label_agreement":null},{"id":"W2809381332","doi":"10.1161/hypertensionaha.118.10825","title":"Does Obstructive Sleep Apnea Influence Blood Pressure and Arterial Stiffness in Response to Antihypertensive Treatment?","year":2018,"lang":"en","type":"article","venue":"Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hypertension Canada","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Medicine; Obstructive sleep apnea; Blood pressure; Pulse wave velocity; Arterial stiffness; Hydrochlorothiazide; Ambulatory blood pressure; Diastole; Polysomnography; Enalapril; Cardiology; Internal medicine; Ambulatory; Heart rate; Anesthesia; Apnea; Angiotensin-converting enzyme","score_opus":0.016250378795977856,"score_gpt":0.27414305919770576,"score_spread":0.2578926804017279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809381332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967069,0.00017266287,0.000008344038,0.0013997748,0.000422559,0.0010987216,0.000036159854,0.000066734785,0.00008814804],"genre_scores_gemma":[0.9980574,0.000016185226,0.0007880335,0.00051451975,0.0003289014,0.000054130913,0.000009103999,0.000046354508,0.0001853453],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99772376,0.00022318061,0.00030654226,0.00079628674,0.00041424995,0.00053597026],"domain_scores_gemma":[0.99798,0.0002661558,0.00006174453,0.00057153957,0.000771866,0.00034868775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019222104,0.00031682148,0.00059356174,0.00040141185,0.0001585319,0.000048700604,0.000111209796,0.00018870323,0.000053336968],"category_scores_gemma":[0.0010239232,0.00019209697,0.000057990732,0.0004684883,0.00040865137,0.00021217734,0.00016485111,0.00019178897,0.000073442025],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015653966,0.00032591622,0.014130089,0.000034574095,0.00024709813,0.00073148054,0.0013962401,0.0000032198595,0.9444095,0.00001473775,0.00002440445,0.023028761],"study_design_scores_gemma":[0.008004438,0.0018292703,0.9057413,0.000118536176,0.0005239038,0.0006050444,0.0007745067,0.00084145257,0.079279676,0.000059522972,0.0019207717,0.00030158638],"about_ca_topic_score_codex":0.00026164696,"about_ca_topic_score_gemma":0.00006649434,"teacher_disagreement_score":0.8916112,"about_ca_system_score_codex":0.00005724209,"about_ca_system_score_gemma":0.000054656164,"threshold_uncertainty_score":0.7833487},"labels":[],"label_agreement":null},{"id":"W2810126178","doi":"10.1213/ane.0000000000003434","title":"Society of Anesthesia and Sleep Medicine Guideline on Intraoperative Management of Adult Patients With Obstructive Sleep Apnea","year":2018,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network; St Joseph's Health Care; University of Toronto; Women's College Hospital; London Health Sciences Centre; Western University","funders":"University Health Network Foundation; Ontario Ministry of Health and Long-Term Care; ResMed; Pacira BioSciences; Society of Anesthesia and Sleep Medicine; Mallinckrodt Pharmaceuticals; Pacira Pharmaceuticals; American Society of Regional Anesthesia and Pain Medicine","keywords":"Medicine; Guideline; Obstructive sleep apnea; Intensive care medicine; Psychological intervention; Perioperative; Scientific evidence; Evidence-based medicine; MEDLINE; Sleep medicine; Systematic review; Sedation; Airway management; Health care; Airway; Alternative medicine; Nursing; Anesthesia; Sleep disorder; Psychiatry; Cognition","score_opus":0.020751552015683454,"score_gpt":0.3086243402794902,"score_spread":0.28787278826380674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810126178","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025937118,0.96296316,0.00037564297,0.0015960786,0.00006681993,0.0075911894,0.00004689817,0.00011737661,0.001305741],"genre_scores_gemma":[0.006773433,0.97990024,0.010852702,0.0004712954,0.00039185045,0.000257435,0.00081163296,0.00035341532,0.00018798932],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99384016,0.00037675374,0.0019359429,0.0013211182,0.0018126997,0.00071330013],"domain_scores_gemma":[0.99444556,0.00026913505,0.0013792437,0.0012954889,0.0022154923,0.00039507102],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005784898,0.0011706396,0.0040232693,0.00056345924,0.00014440599,0.000019308414,0.0005477023,0.0005434605,0.0002021387],"category_scores_gemma":[0.00005662524,0.00076525565,0.0005923006,0.0013498849,0.0019745,0.00014594565,0.0001121614,0.0007248001,0.00002660218],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010983801,0.0009006545,0.0022680156,0.03501979,0.0073510455,0.0009498429,0.00085265416,0.0000018823482,0.0000024460937,0.002857525,0.0014063127,0.94729143],"study_design_scores_gemma":[0.034599874,0.043981723,0.07862829,0.12482045,0.05856348,0.008532732,0.00626161,0.0013039139,0.00047455815,0.00049659197,0.6356993,0.0066374964],"about_ca_topic_score_codex":0.000059017573,"about_ca_topic_score_gemma":0.000002245884,"teacher_disagreement_score":0.940654,"about_ca_system_score_codex":0.0002850844,"about_ca_system_score_gemma":0.000107462794,"threshold_uncertainty_score":0.99947983},"labels":[],"label_agreement":null},{"id":"W2810362","doi":"10.1093/pch/19.7.367","title":"Paediatric sleep resources in Canada: The scope of the problem","year":2014,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of Alberta; Children's Hospital of Eastern Ontario; Hospital for Sick Children; University of Ottawa","funders":"","keywords":"Scope (computer science); Sleep (system call); Natural resource economics; Computer science; Economics","score_opus":0.009572321599724999,"score_gpt":0.24985550106639776,"score_spread":0.24028317946667277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88477373,0.021750566,0.00007928905,0.0742445,0.0006174187,0.0032019408,0.000053646552,0.00003846199,0.015240471],"genre_scores_gemma":[0.99571735,0.000904684,0.00031450298,0.0022962105,0.0006666516,0.000030233736,0.000005373735,0.000033706845,0.000031288895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99652267,0.000571386,0.00066507765,0.00034417445,0.0011755697,0.00072114944],"domain_scores_gemma":[0.99792135,0.00058372976,0.0003488547,0.00072173006,0.00015977157,0.00026457472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019953426,0.0001875969,0.00044191183,0.0002282895,0.0002738028,0.000012922822,0.00052898546,0.000071828326,0.000033881966],"category_scores_gemma":[0.00062075123,0.000105473155,0.00010695846,0.0019461027,0.00012380125,0.000039559694,0.0002444486,0.0009682908,0.000009513598],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005739008,0.00010258549,0.9119958,0.00046533768,0.000025055815,0.0000029247876,0.0006838911,0.00014934079,0.000007198841,0.0009781305,0.002220232,0.08331211],"study_design_scores_gemma":[0.0013552991,0.00016470873,0.98278564,0.00005197255,0.00003450504,0.00001597636,0.00025902127,0.0005056612,0.000066314184,0.00022675599,0.014417775,0.00011635519],"about_ca_topic_score_codex":0.51728237,"about_ca_topic_score_gemma":0.592355,"teacher_disagreement_score":0.11094364,"about_ca_system_score_codex":0.0009778385,"about_ca_system_score_gemma":0.0017108548,"threshold_uncertainty_score":0.48593208},"labels":[],"label_agreement":null},{"id":"W2810580914","doi":"10.1213/ane.0000000000003549","title":"Opioids for Acute Pain Management in Patients With Obstructive Sleep Apnea: A Systematic Review","year":2018,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Toronto Western Hospital; London Health Sciences Centre; St Joseph's Health Care; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; MEDLINE; Perioperative; Meta-analysis; Systematic review; Intensive care medicine; Opioid; Population; Sleep apnea; Internal medicine; Anesthesia","score_opus":0.01823493879188334,"score_gpt":0.31689278528083986,"score_spread":0.29865784648895655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810580914","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004497658,0.9739162,0.00038348744,0.00014389162,0.00003771731,0.025171237,0.000022103184,0.00007687112,0.00020355932],"genre_scores_gemma":[0.000031247728,0.9891082,0.0028075266,0.0005511709,0.00011924237,0.0060153417,0.0007203029,0.00027521807,0.0003717427],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9937419,0.0010541804,0.0016829763,0.0012953585,0.0012295892,0.0009959702],"domain_scores_gemma":[0.9960745,0.00042025733,0.00093427463,0.0016422528,0.00059938076,0.0003293159],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019425198,0.0010845178,0.006001293,0.0008757033,0.00012440504,0.00006383911,0.00075881137,0.00038691657,0.000059395094],"category_scores_gemma":[0.00022270165,0.0007302108,0.0009253134,0.0016301392,0.00024573217,0.0001503507,0.000102153266,0.000570138,0.00016358281],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013604168,0.00024999797,0.00027270336,0.86491287,0.0041736863,0.0006394073,0.000031294894,2.6887893e-8,4.949946e-9,0.00026326574,0.00031515845,0.12900555],"study_design_scores_gemma":[0.0028766398,0.002041057,0.0013554866,0.863815,0.042483415,0.00046103998,0.000075165866,0.000046539826,2.6814615e-7,0.00005142411,0.08555098,0.001242988],"about_ca_topic_score_codex":0.000008029378,"about_ca_topic_score_gemma":0.0000031650754,"teacher_disagreement_score":0.12776257,"about_ca_system_score_codex":0.0008115361,"about_ca_system_score_gemma":0.00012579808,"threshold_uncertainty_score":0.9995149},"labels":[],"label_agreement":null},{"id":"W2810630743","doi":"10.4103/sja.sja_25_18","title":"Anesthesiologist preference for postoperative analgesia in major surgery patients with obstructive sleep apnea","year":2018,"lang":"en","type":"article","venue":"Saudi Journal of Anaesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Anesthesia; Fentanyl; Obstructive sleep apnea; Opioid; Perioperative; Heart rate; Blood pressure; Internal medicine","score_opus":0.027163007524830647,"score_gpt":0.2770949895421396,"score_spread":0.24993198201730898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810630743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99710816,0.00021676511,0.0007513402,0.0008497716,0.00009366794,0.0007222767,0.000011004309,0.000012105505,0.00023492753],"genre_scores_gemma":[0.99367297,0.000024395125,0.0057952628,0.00022679048,0.00017988752,0.000019197447,0.0000131024935,0.00004318568,0.000025189198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99760234,0.0002096047,0.0006860326,0.00034189734,0.0006296469,0.00053046766],"domain_scores_gemma":[0.99647605,0.0002829062,0.0005240766,0.00030097386,0.0021525736,0.00026342354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007080241,0.00028511538,0.00081024837,0.0006377016,0.000125188,0.000034665132,0.00024851662,0.00014273704,0.000065669476],"category_scores_gemma":[0.00065231713,0.00019374651,0.00018742138,0.00060432864,0.0006245439,0.0003385638,0.00003107625,0.00042270822,0.000011264952],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007677629,0.00039035606,0.9333566,0.00006086925,0.00022209807,0.00026763903,0.00051633886,0.000004951439,0.00038996676,0.00019399752,0.00020013332,0.056719452],"study_design_scores_gemma":[0.0034338615,0.0064922944,0.9855903,0.00019325531,0.00010235999,0.00020834863,0.0004158205,0.00008865346,0.0024661967,0.0003032203,0.0004834833,0.0002222509],"about_ca_topic_score_codex":0.00002459844,"about_ca_topic_score_gemma":0.000037561535,"teacher_disagreement_score":0.0564972,"about_ca_system_score_codex":0.0002738079,"about_ca_system_score_gemma":0.00022555365,"threshold_uncertainty_score":0.79007536},"labels":[],"label_agreement":null},{"id":"W2810775979","doi":"10.1016/j.sleep.2018.06.005","title":"Profile of CPAP treated patients in Ontario, Canada, 2006–2013: a population-based cohort study","year":2018,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Ottawa Hospital; University of Ottawa; Institute for Clinical Evaluative Sciences; Western University","funders":"Institute for Clinical Evaluative Sciences; Ontario Ministry of Health and Long-Term Care; Academic Medical Organization of Southwestern Ontario","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Population; Polysomnography; Cohort; Sleep apnea; Cohort study; Pediatrics; Internal medicine; Apnea","score_opus":0.013405267090808517,"score_gpt":0.27690067838510907,"score_spread":0.26349541129430054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810775979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936649,0.000021030235,0.000008489007,0.0003651645,0.00029356783,0.0028004935,0.000023205645,0.00002216042,0.00280097],"genre_scores_gemma":[0.9985313,4.1342435e-7,0.00008897619,0.00015029484,0.00013031885,0.00009802527,0.00039791208,0.00003127189,0.0005714799],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970207,0.00012458941,0.0006509426,0.000429638,0.0013484304,0.00042565353],"domain_scores_gemma":[0.99823207,0.000102498096,0.00017113032,0.0005366978,0.0007139817,0.00024364068],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042797223,0.00022382873,0.0006579199,0.0003991673,0.000058457717,0.0000028255402,0.00015034365,0.00007639503,0.0039933817],"category_scores_gemma":[0.0004350174,0.00017321222,0.000036218826,0.0006360596,0.00019175596,0.000049838898,0.00004019896,0.00031417262,0.00001552085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005688145,0.0008326648,0.9951835,0.000035758952,0.0001199091,0.000043476546,0.00032448687,0.0000036769363,0.0001583085,0.0000036083825,0.0013325172,0.00139326],"study_design_scores_gemma":[0.009524936,0.0027069277,0.9858971,0.00011391673,0.00015008487,0.000001391322,0.00024294984,0.00059026503,0.00046335964,0.0000045983766,0.00017986211,0.00012458858],"about_ca_topic_score_codex":0.9946425,"about_ca_topic_score_gemma":0.996595,"teacher_disagreement_score":0.009286398,"about_ca_system_score_codex":0.0014358636,"about_ca_system_score_gemma":0.00040469057,"threshold_uncertainty_score":0.9969171},"labels":[],"label_agreement":null},{"id":"W2810862208","doi":"10.1161/hyp.70.suppl_1.019","title":"Abstract 019: Effect of CPAP on Blood Pressure and Central Sympathetic Outflow in Diabetic Patients with OSA, Resistant HTN, and CKD","year":2017,"lang":"en","type":"article","venue":"Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Public Health","funders":"","keywords":"Medicine; Microneurography; Blood pressure; Continuous positive airway pressure; Obstructive sleep apnea; Internal medicine; Diabetes mellitus; Kidney disease; Cardiology; Sympathetic nervous system; Rostral ventrolateral medulla; Endocrinology; Baroreflex; Heart rate","score_opus":0.008628738062984002,"score_gpt":0.2355683131123771,"score_spread":0.2269395750493931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810862208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983007,0.00049817306,1.6999243e-7,0.00014396275,0.000058341557,0.0006850972,0.000015798796,0.000009700263,0.00028807143],"genre_scores_gemma":[0.99981487,0.000032374897,0.000044890145,0.000020778007,0.000020968095,0.000008347182,0.000008475969,0.00002190338,0.000027401165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870235,0.000065006134,0.00016895733,0.00034047052,0.00041542112,0.00030779],"domain_scores_gemma":[0.9989939,0.00014495778,0.00010325862,0.0004901184,0.00010386857,0.00016394167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001661569,0.00017093575,0.00041666845,0.000107921005,0.0001053701,0.000027865559,0.00007794266,0.00009480357,0.000011989741],"category_scores_gemma":[0.00040065005,0.00010969801,0.000030445339,0.00004056593,0.00022634598,0.00007881802,0.00007609567,0.00023348186,0.0000025670834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018955639,0.0003817744,0.9477821,0.00054265937,0.00011229222,0.00014916401,0.0001269279,0.0000018078202,0.039668173,0.0000103603115,0.000012071608,0.009317089],"study_design_scores_gemma":[0.007609455,0.002670161,0.9724866,0.00064885645,0.00038566504,0.000010730176,0.00001771739,0.00016462944,0.015869413,0.0000071270497,0.000024099527,0.000105554405],"about_ca_topic_score_codex":0.00010888106,"about_ca_topic_score_gemma":0.000021007416,"teacher_disagreement_score":0.024704475,"about_ca_system_score_codex":0.000010750854,"about_ca_system_score_gemma":0.000013462006,"threshold_uncertainty_score":0.4473355},"labels":[],"label_agreement":null},{"id":"W2811144875","doi":"10.1007/978-3-319-74766-8_74","title":"Anesthesia Issues in Patients with Obstructive Sleep Apnea","year":2018,"lang":"en","type":"book-chapter","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Obstructive sleep apnea; Medicine; Perioperative; Anesthesia; Sleep apnea; Intensive care medicine","score_opus":0.013645120895453701,"score_gpt":0.2599967316066658,"score_spread":0.24635161071121212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811144875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9501541,0.00047546948,0.0000024368428,0.00044563765,0.000072642426,0.0015801524,0.000007744632,0.0001022027,0.047159586],"genre_scores_gemma":[0.79068244,0.00012402212,0.002926687,0.0025800818,0.0015019687,0.00018616657,0.0010465599,0.0008498638,0.20010222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970519,0.00010149503,0.0005177556,0.0010250744,0.0006003817,0.0007033748],"domain_scores_gemma":[0.9977873,0.00016709461,0.00027210297,0.0009371509,0.00060664077,0.00022969334],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018913641,0.00066068856,0.001312307,0.0006514796,0.0000720229,0.000015701615,0.0003361831,0.00096166134,0.0022868891],"category_scores_gemma":[0.00007216531,0.00051408214,0.00014964982,0.0001111342,0.0011961134,0.00009394985,0.00008125459,0.0008975661,0.0012556167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005425625,0.00033346954,0.9565445,0.00023157465,0.0006042163,0.0038494433,0.0007864338,0.0000013121908,0.000021549025,0.00967024,0.0010190865,0.021512508],"study_design_scores_gemma":[0.0035651268,0.0057349564,0.9029999,0.00020430592,0.00020127703,0.0005347098,0.00006806717,0.0000153412,0.00009335497,0.005458888,0.08039092,0.0007331779],"about_ca_topic_score_codex":0.000051256204,"about_ca_topic_score_gemma":0.000028882236,"teacher_disagreement_score":0.1594717,"about_ca_system_score_codex":0.00025834906,"about_ca_system_score_gemma":0.00008158106,"threshold_uncertainty_score":0.99973106},"labels":[],"label_agreement":null},{"id":"W2882999799","doi":"10.1016/j.ijcard.2018.04.076","title":"Assessment and interpretation of sleep disordered breathing severity in cardiology: Clinical implications and perspectives","year":2018,"lang":"en","type":"review","venue":"International Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"University of Adelaide; National Health and Medical Research Council; Canada Research Chairs; National Heart Foundation of Australia","keywords":"Medicine; Sleep disordered breathing; Cardiology; Atrial fibrillation; Central sleep apnea; Internal medicine; Heart failure; Sleep apnea; Intensive care medicine; Apnea–hypopnea index; Breathing; Obstructive sleep apnea; Pathophysiology; Risk assessment; Disease; Apnea; Polysomnography; Anesthesia","score_opus":0.0825167738399551,"score_gpt":0.4803395322729885,"score_spread":0.3978227584330334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2882999799","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016106596,0.9733806,0.007252446,0.0007512285,0.0007905166,0.00050077453,0.000079836806,0.0000059133163,0.0011320576],"genre_scores_gemma":[0.347899,0.650452,0.0009954941,0.000010110688,0.00059759174,0.00001071262,0.000017927741,0.000013893486,0.0000032265348],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99711865,0.0008636425,0.0012473614,0.00032223956,0.00028854626,0.00015954854],"domain_scores_gemma":[0.9968316,0.00094566535,0.00080589985,0.00018813135,0.0011269024,0.00010181938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016571041,0.00019611543,0.0021097313,0.00063496333,0.000021797745,0.000016294753,0.00025690105,0.0003244963,0.000005960953],"category_scores_gemma":[0.0010087286,0.00015513007,0.0005037273,0.000115082315,0.0006439716,0.000109077264,0.00022454071,0.00087044574,9.2870306e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017169032,0.0000502072,0.08829652,0.0005883704,0.003595047,0.0001423475,0.00020426798,0.0000042960846,0.0000063129937,0.0007637933,0.000033420445,0.9061437],"study_design_scores_gemma":[0.0037243727,0.0015817899,0.8952712,0.004584596,0.0022546188,0.022199878,0.0009772853,0.00041045682,7.708879e-7,0.0024041862,0.06621872,0.00037215135],"about_ca_topic_score_codex":0.0000075614876,"about_ca_topic_score_gemma":0.0000026337407,"teacher_disagreement_score":0.90577155,"about_ca_system_score_codex":0.0003400291,"about_ca_system_score_gemma":0.00027102462,"threshold_uncertainty_score":0.63260204},"labels":[],"label_agreement":null},{"id":"W2884237684","doi":"10.30773/pi.2018.04.15.2","title":"Development of a Modified Korean Version of the Epworth Sleepiness Scale Reflecting Korean Sociocultural Lifestyle","year":2018,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Epworth Sleepiness Scale; Sociocultural evolution; Scale (ratio); Psychology; Gerontology; Medicine; Sociology; Geography; Psychiatry; Anthropology; Cartography","score_opus":0.03448505404254955,"score_gpt":0.31788991968923686,"score_spread":0.2834048656466873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884237684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99481165,0.000034013756,0.00024927253,0.0015547303,0.0005755458,0.00042530178,0.00000570447,0.00003212652,0.0023116346],"genre_scores_gemma":[0.97485906,0.0000010292094,0.024592903,0.00010772803,0.0002978529,0.000011591147,0.00003710043,0.000019373756,0.00007334313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836206,0.00009922692,0.00047027413,0.0002518304,0.0005914034,0.0002251942],"domain_scores_gemma":[0.9987017,0.000029805346,0.0003233323,0.00034274583,0.00048087505,0.00012154091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040129048,0.00014045827,0.00022277249,0.00011187073,0.0002514481,0.000008357057,0.00018150256,0.000103927494,0.000034989094],"category_scores_gemma":[0.0001830041,0.00009991723,0.00009193185,0.0006085769,0.0005258339,0.0001126141,0.00009741823,0.00021161659,0.000015249569],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019404937,0.00015318493,0.69475853,0.00040254416,0.00013125462,2.1571282e-7,0.0077015758,0.000008573436,0.2879178,0.0009137562,0.00022324604,0.0075952634],"study_design_scores_gemma":[0.0014142514,0.00016589757,0.6292971,0.0003655139,0.00007974539,0.000008010809,0.0016008524,0.0018779885,0.3640594,0.00092869846,0.00006601522,0.00013657247],"about_ca_topic_score_codex":0.000050510902,"about_ca_topic_score_gemma":0.00016046285,"teacher_disagreement_score":0.07614157,"about_ca_system_score_codex":0.00011954553,"about_ca_system_score_gemma":0.00026868278,"threshold_uncertainty_score":0.40745065},"labels":[],"label_agreement":null},{"id":"W2885143657","doi":"10.1542/peds.2017-3382","title":"Use of Oximetry to Determine Need for Adenotonsillectomy for Sleep-Disordered Breathing","year":2018,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pulse oximetry; Hypoxemia; Trial registration; Anesthesia; Pediatrics; Apnea; Internal medicine; Randomized controlled trial","score_opus":0.05971266158167881,"score_gpt":0.3352478241131749,"score_spread":0.27553516253149607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885143657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90558577,0.00014597934,0.090167046,0.0006242634,0.00033411424,0.0027505439,0.0001773061,0.00006210979,0.00015288504],"genre_scores_gemma":[0.87272704,0.000009072271,0.124953754,0.00023529376,0.0013244993,0.00018076584,0.000038436283,0.00007098121,0.00046018334],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998431,0.000023707033,0.00036131998,0.00034484037,0.00036180642,0.00047732904],"domain_scores_gemma":[0.99721706,0.0010038301,0.000108410655,0.00039496488,0.0010300723,0.00024563953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002916399,0.00016768526,0.0003757147,0.00056698825,0.00011045731,0.000026671287,0.00015118961,0.00012944182,0.00004756382],"category_scores_gemma":[0.0046151704,0.00015771743,0.00016642349,0.00081737956,0.00008297344,0.0001174568,0.00010392162,0.00011993116,0.000016664644],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010889718,0.0015761333,0.44124776,0.0042700176,0.00064083276,0.00003813587,0.0040332275,0.000039458264,0.15042749,0.0010085457,0.020239402,0.3655893],"study_design_scores_gemma":[0.052475233,0.029786075,0.14274883,0.0001915708,0.004822142,0.000283897,0.0018508768,0.14294179,0.4813821,0.002422102,0.13779256,0.0033028198],"about_ca_topic_score_codex":0.00005482183,"about_ca_topic_score_gemma":0.000013775999,"teacher_disagreement_score":0.36228648,"about_ca_system_score_codex":0.000091892674,"about_ca_system_score_gemma":0.00006266123,"threshold_uncertainty_score":0.643153},"labels":[],"label_agreement":null},{"id":"W2885260769","doi":"10.1007/s11695-018-3391-9","title":"The Evaluation of Screening Questionnaires for Obstructive Sleep Apnea to Identify High-Risk Obese Patients Undergoing Bariatric Surgery","year":2018,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Humber River Regional Hospital; Canadian Obesity Network; Defence Research and Development Canada","funders":"","keywords":"Medicine; Polysomnogram; Obstructive sleep apnea; Sleep apnea; Receiver operating characteristic; Epworth Sleepiness Scale; Sleep study; Retrospective cohort study; Area under the curve; Surgery; Physical therapy; Apnea; Polysomnography; Internal medicine","score_opus":0.04130016059227832,"score_gpt":0.3330015248584862,"score_spread":0.2917013642662079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885260769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866947,0.0002534659,0.009294879,0.0002967755,0.0017318206,0.0015398173,0.00005172551,0.00006155409,0.000075295786],"genre_scores_gemma":[0.9975325,0.000027222117,0.0014613576,0.000043001375,0.0006256349,0.00014899616,0.000080785554,0.00005335944,0.000027144339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995439,0.00082176016,0.0007667141,0.000564273,0.0017684648,0.0006397856],"domain_scores_gemma":[0.9861022,0.00848504,0.00048755461,0.00067803304,0.003978694,0.0002684745],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006494967,0.0002603405,0.0005944684,0.0006561376,0.00074947864,0.00007952624,0.00018757369,0.00015610174,0.00006494372],"category_scores_gemma":[0.028206581,0.00021481772,0.00037221314,0.0010554832,0.00028768397,0.00031165048,0.00017210339,0.0002395993,0.00004960102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005453583,0.00015788332,0.7590476,0.00011033117,0.0002502742,0.0000015071879,0.00018301584,0.000030175757,0.00021891588,0.00009284163,0.00085739995,0.23850466],"study_design_scores_gemma":[0.00091501896,0.00015833564,0.9888071,0.00018802105,0.0004063506,0.0000031234724,0.00024886272,0.002699307,0.0044401614,0.0018502487,0.0000765507,0.00020691095],"about_ca_topic_score_codex":0.00057772297,"about_ca_topic_score_gemma":0.00039287857,"teacher_disagreement_score":0.23829775,"about_ca_system_score_codex":0.0003939475,"about_ca_system_score_gemma":0.00030451504,"threshold_uncertainty_score":0.9799793},"labels":[],"label_agreement":null},{"id":"W2885703852","doi":"10.1007/s11325-018-1708-5","title":"Accuracy of portable devices in sleep apnea using oximetry-derived heart rate increases as a surrogate arousal marker","year":2018,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Surrogate endpoint; Neurology; Arousal; Obstructive sleep apnea; Sleep apnea; Otorhinolaryngology; Heart rate variability; Polysomnography; Cardiology; Heart rate; Apnea; Anesthesia; Pulse oximetry; Audiology; Internal medicine; Neuroscience; Surgery; Blood pressure; Psychiatry; Psychology","score_opus":0.023184787623299064,"score_gpt":0.31498767998618765,"score_spread":0.2918028923628886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885703852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967813,0.0007434416,0.00026153997,0.00019521272,0.00011197796,0.00045177175,0.000011898449,0.00004551544,0.0013973638],"genre_scores_gemma":[0.9963819,0.000017214303,0.0030184695,0.00028603396,0.00019473028,0.000008977276,0.000015025747,0.000043338634,0.000034353503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977812,0.00023505361,0.00048925483,0.0004908812,0.00041951606,0.0005840947],"domain_scores_gemma":[0.998503,0.00041837155,0.00018505003,0.00035541278,0.0002893737,0.0002487863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010329483,0.00026081622,0.0005955134,0.00042646512,0.00017189312,0.000067722685,0.00013048225,0.00014082718,0.00030085148],"category_scores_gemma":[0.0008266149,0.00023086864,0.00009220676,0.0006018008,0.0003477279,0.00047156124,0.0002147976,0.00032690805,0.000025440626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010071186,0.00035420776,0.6299445,0.00032727997,0.00029295599,0.00032094767,0.00094222266,0.000008763046,0.33843708,0.00007104869,0.0000080741975,0.028285798],"study_design_scores_gemma":[0.00743297,0.0009822687,0.7600738,0.00068620313,0.00042579733,0.0013430639,0.003066262,0.0571308,0.16736555,0.00038233137,0.00045856874,0.00065237767],"about_ca_topic_score_codex":0.0054181144,"about_ca_topic_score_gemma":0.00018388203,"teacher_disagreement_score":0.17107153,"about_ca_system_score_codex":0.00009094428,"about_ca_system_score_gemma":0.000061197585,"threshold_uncertainty_score":0.941455},"labels":[],"label_agreement":null},{"id":"W2885828390","doi":"10.1016/j.rmr.2017.09.010","title":"Capacité physique de l’enfant présentant un syndrome d’apnée du sommeil léger","year":2018,"lang":"fr","type":"article","venue":"Revue des Maladies Respiratoires","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine","score_opus":0.02599796803729029,"score_gpt":0.2871905157607483,"score_spread":0.261192547723458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885828390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9469549,0.031811304,0.000529164,0.005133575,0.0026282365,0.0012131648,0.00015850787,0.0002087958,0.011362323],"genre_scores_gemma":[0.97620386,0.0045341165,0.0027300518,0.0010859924,0.0068827504,0.00019078211,0.000022231947,0.00027553062,0.008074676],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99318063,0.0007479276,0.0010318618,0.0012262065,0.00083649484,0.0029769028],"domain_scores_gemma":[0.99551195,0.0005654288,0.00033358537,0.001448478,0.0010081816,0.0011324],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012302835,0.000886032,0.0012603969,0.00053554395,0.0009380332,0.00022391297,0.000775194,0.0005947395,0.0033590626],"category_scores_gemma":[0.0020981645,0.0008783282,0.00051841565,0.001136628,0.005553354,0.0005449551,0.00059536664,0.001140382,0.0021596446],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001811653,0.0036398843,0.20943223,0.009211043,0.0039225696,0.023452464,0.020013547,0.00005877156,0.1936407,0.034100123,0.0064560925,0.49426094],"study_design_scores_gemma":[0.010638906,0.009557849,0.41441792,0.011651645,0.0014834238,0.022744555,0.006675908,0.0068597295,0.15696806,0.0040459693,0.35184187,0.0031141716],"about_ca_topic_score_codex":0.0007628326,"about_ca_topic_score_gemma":0.0009593829,"teacher_disagreement_score":0.49114677,"about_ca_system_score_codex":0.0019049045,"about_ca_system_score_gemma":0.00036964155,"threshold_uncertainty_score":0.99936676},"labels":[],"label_agreement":null},{"id":"W2886519986","doi":"10.1164/rccm.201801-0204pp","title":"Obstructive Sleep Apnea and the Risk of Cognitive Decline in Older Adults","year":2018,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; McGill University Health Centre; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"Medicine; Obstructive sleep apnea; Cognition; Sleep apnea; Sleep (system call); Cognitive decline; Apnea; Intensive care medicine; Pediatrics; Cardiology; Internal medicine; Dementia; Psychiatry; Disease","score_opus":0.02369331280648537,"score_gpt":0.36868499439910085,"score_spread":0.3449916815926155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886519986","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05288378,0.94549894,0.00011389551,0.00029891153,0.00017889832,0.0007562717,0.00005940435,0.0000043609803,0.00020553167],"genre_scores_gemma":[0.3520614,0.6465333,0.00012952126,0.0003827365,0.00081792846,0.00002275632,0.0000056605445,0.00004496226,0.0000017589313],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99508524,0.0016691344,0.0015245923,0.00042406147,0.00091183715,0.00038514883],"domain_scores_gemma":[0.98941666,0.006921061,0.0009831507,0.0002909391,0.0019061409,0.00048202783],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0019343293,0.00043952776,0.003632437,0.00060503994,0.00008927256,0.000012196465,0.0002321302,0.00017967663,0.00006884043],"category_scores_gemma":[0.0140153235,0.00022911704,0.0003498714,0.0007482186,0.013012826,0.00008744977,0.00017929205,0.0017566589,0.0000015800948],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024052416,0.00006991586,0.005113072,0.005731157,0.00038041177,0.00029718073,0.0025036517,9.870393e-9,3.9308708e-7,0.0001405783,0.000007843218,0.9833505],"study_design_scores_gemma":[0.08686877,0.077543005,0.09771619,0.27937335,0.044989787,0.009179075,0.2667848,0.000056129098,0.000050320883,0.0010017147,0.1343397,0.002097145],"about_ca_topic_score_codex":0.0000650525,"about_ca_topic_score_gemma":0.000013592931,"teacher_disagreement_score":0.9812534,"about_ca_system_score_codex":0.00009505901,"about_ca_system_score_gemma":0.00020464504,"threshold_uncertainty_score":0.99429005},"labels":[],"label_agreement":null},{"id":"W2886723220","doi":"10.1159/000489963","title":"Obstructive Sleep Apnea Increases Sudden Cardiac Death in Incident Hemodialysis Patients","year":2018,"lang":"en","type":"article","venue":"American Journal of Nephrology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Medicine; Internal medicine; Hemodialysis; Obstructive sleep apnea; Body mass index; Cardiology; Coronary artery disease; Proportional hazards model; Diabetes mellitus; Comorbidity; Prospective cohort study; Sudden cardiac death; Endocrinology","score_opus":0.01093850237195338,"score_gpt":0.28484329412844933,"score_spread":0.27390479175649596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886723220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981672,0.00011505405,0.00020281484,0.0004895383,0.00024282918,0.00023467939,0.000010912814,0.000010676108,0.00052627985],"genre_scores_gemma":[0.9956946,0.00003060809,0.0025261496,0.00093516544,0.0007537359,0.000008860023,0.000008033426,0.000033922483,0.000008940038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971911,0.0005745676,0.00071189477,0.00030511935,0.00065619295,0.00056118215],"domain_scores_gemma":[0.99740654,0.00037035707,0.0006383583,0.00033931964,0.0008755259,0.00036987072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005181802,0.00022603161,0.0010513973,0.0008633879,0.000068176705,0.000015092823,0.0002870117,0.00008902819,0.00016224306],"category_scores_gemma":[0.0007502107,0.00019163374,0.0002686103,0.0008350539,0.0012065591,0.00018513546,0.00015268098,0.000548327,0.000050099756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002135975,0.00031340978,0.88059235,0.0000050781014,0.000560016,0.00018626421,0.0006818665,0.0000037769973,0.002276066,0.00002562182,0.00010783048,0.113111764],"study_design_scores_gemma":[0.002346262,0.005071975,0.9885125,0.000013703235,0.00024384416,0.0002367832,0.0009232788,0.00009119822,0.0009743985,0.00028343353,0.0011513585,0.0001512318],"about_ca_topic_score_codex":0.0010381358,"about_ca_topic_score_gemma":0.00006413167,"teacher_disagreement_score":0.11296053,"about_ca_system_score_codex":0.0004070029,"about_ca_system_score_gemma":0.0001302032,"threshold_uncertainty_score":0.7814597},"labels":[],"label_agreement":null},{"id":"W2886961544","doi":"10.1016/j.smrv.2018.08.001","title":"Biomarkers of dementia in obstructive sleep apnea","year":2018,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute; St. Paul's Hospital; Vancouver Hospital and Health Sciences Centre; McGill University; Douglas Mental Health University Institute; University of British Columbia; Canadian Sleep & Circadian Network; Université de Montréal; Centre for Advancing Health Outcomes; Hôpital du Sacré-Cœur de Montréal","funders":"National Institute on Aging; Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Dementia; Medicine; Biomarker; Bioinformatics; Neuropathology; Sleep apnea; Vascular dementia; Neurodegeneration; Alzheimer's disease; Disease; Internal medicine; Pathology; Biology","score_opus":0.0793043868164539,"score_gpt":0.3938040345959067,"score_spread":0.3144996477794528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886961544","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022608643,0.98271775,0.00019395714,0.00013970511,0.001130841,0.007214196,0.000043978544,0.000049137932,0.008487816],"genre_scores_gemma":[0.000031346008,0.99575156,0.0016850763,0.00008139827,0.0011408862,0.000599379,0.0003688889,0.00020156342,0.00013992067],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99010736,0.0014194673,0.004395221,0.0015259463,0.0014113906,0.0011406153],"domain_scores_gemma":[0.9939526,0.0006715593,0.0021146778,0.002153996,0.0004991903,0.0006080271],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003739985,0.001316238,0.009665287,0.0021768317,0.00007486225,0.000011968708,0.0009619426,0.0007240947,0.002132379],"category_scores_gemma":[0.0038417645,0.0008793827,0.0015009734,0.0034759585,0.0016251719,0.00014994139,0.00041888334,0.0013970737,0.0006463263],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005847008,0.00017067403,0.0003874791,0.073870234,0.001756593,0.00009930165,0.0001586091,1.7032965e-8,0.0000090213925,0.000089355686,0.0014713863,0.9219289],"study_design_scores_gemma":[0.0019041352,0.0007048574,0.00021896155,0.057641875,0.006872664,0.0002555265,0.00011402467,0.000024199599,0.000008953709,0.000049882256,0.93165016,0.0005547635],"about_ca_topic_score_codex":0.000108209686,"about_ca_topic_score_gemma":0.000035514877,"teacher_disagreement_score":0.93017876,"about_ca_system_score_codex":0.0006772981,"about_ca_system_score_gemma":0.00021354893,"threshold_uncertainty_score":0.9999589},"labels":[],"label_agreement":null},{"id":"W2887811661","doi":"10.5664/jcsm.7254","title":"Sleep Bruxism: A “Bridge” Between Dental and Sleep Medicine","year":2018,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Sleep Bruxism; Medicine; Sleep medicine; Sleep (system call); Bridge (graph theory); Dentistry; Sleep disorder; Psychiatry; Insomnia; Internal medicine; Electromyography","score_opus":0.11657283238934447,"score_gpt":0.4440619559282446,"score_spread":0.32748912353890014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887811661","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0814019,0.0085285185,0.0013982691,0.8949821,0.007873862,0.0013894667,0.000068379755,0.00008809769,0.0042694253],"genre_scores_gemma":[0.2192916,0.002411935,0.002306862,0.4471519,0.3263984,0.000022236101,0.00044427495,0.0005231508,0.0014496697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9816212,0.0014427628,0.007859509,0.001441914,0.0060063023,0.0016283175],"domain_scores_gemma":[0.98105806,0.007594708,0.0045749764,0.0014932936,0.0029382035,0.00234078],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.010401832,0.0013616458,0.00772271,0.0017550995,0.00024591875,0.000051810763,0.0014118785,0.0030292792,0.0038721948],"category_scores_gemma":[0.019043883,0.00088456046,0.0011646621,0.0010047182,0.006520918,0.00035387577,0.0005899838,0.014572562,0.00022142526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001468835,0.00022776205,0.092138074,0.00071250496,0.003982554,0.00884499,0.00022663904,1.8680927e-7,0.00008556366,0.000012322832,0.7373842,0.15491638],"study_design_scores_gemma":[0.024540616,0.019427344,0.24962714,0.0030977558,0.007980227,0.005574785,0.000167842,0.0001718224,0.000043702603,0.00068949594,0.687885,0.0007942836],"about_ca_topic_score_codex":0.00013122139,"about_ca_topic_score_gemma":0.000014021597,"teacher_disagreement_score":0.4478302,"about_ca_system_score_codex":0.00043462083,"about_ca_system_score_gemma":0.00025138227,"threshold_uncertainty_score":0.99991345},"labels":[],"label_agreement":null},{"id":"W2887915236","doi":"10.1016/j.joms.2018.06.173","title":"Maxillomandibular Advancement Improves Multiple Health-Related and Functional Outcomes in Patients With Obstructive Sleep Apnea: A Multicenter Study","year":2018,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network; Dalhousie University","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; Georgia Clinical and Translational Science Alliance; Oral and Maxillofacial Surgery Foundation","keywords":"Medicine; Obstructive sleep apnea; Epworth Sleepiness Scale; Apnea; Blood pressure; Internal medicine; Quality of life (healthcare); Sleep apnea; Polysomnography; Physical therapy; Anesthesia","score_opus":0.017744470837692507,"score_gpt":0.2713916754005496,"score_spread":0.2536472045628571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887915236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980642,0.00020239865,0.00007888635,0.00046134734,0.00046327474,0.0006989377,0.000011089461,0.000008565093,0.000011309794],"genre_scores_gemma":[0.9993423,0.000024471576,0.00043441978,0.000105451145,0.000029504348,0.0000090755775,0.00000668549,0.00002036012,0.000027698783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979608,0.000077356584,0.00071256893,0.00026612787,0.0006220446,0.00036111317],"domain_scores_gemma":[0.998707,0.00005452361,0.00037837808,0.0001105403,0.00047399686,0.00027557331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050454674,0.00021703495,0.0007325845,0.0003986432,0.00013726864,0.00003050027,0.00003941235,0.000061143015,0.000049722392],"category_scores_gemma":[0.00024018,0.00014278083,0.00008409376,0.00022510937,0.00025918358,0.00035678825,0.00007763702,0.00029226844,0.0000023834002],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046772696,0.0009388722,0.860524,0.000029407644,0.0003392192,0.00007935724,0.00045822462,9.0375823e-7,0.000101005135,0.0000049464065,0.0000029498979,0.13284385],"study_design_scores_gemma":[0.009216871,0.0024037352,0.9865728,0.000036326557,0.00005856667,0.000035024663,0.0007032936,0.00007092322,0.000049181384,0.000025902875,0.00068821,0.00013915951],"about_ca_topic_score_codex":0.00014264134,"about_ca_topic_score_gemma":0.000035196226,"teacher_disagreement_score":0.13270469,"about_ca_system_score_codex":0.00014733816,"about_ca_system_score_gemma":0.00005474217,"threshold_uncertainty_score":0.5822434},"labels":[],"label_agreement":null},{"id":"W2888273372","doi":"10.1177/1055665618796012","title":"Clinical Application of a New Approach to Identify Oral–Nasal Balance Disorders Based on Nasalance Scores","year":2018,"lang":"en","type":"article","venue":"The Cleft Palate-Craniofacial Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Nasality; Linear discriminant analysis; Centroid; Discriminant function analysis; Balance (ability); Medicine; Audiology; Mathematics; Artificial intelligence; Statistics; Speech recognition; Physical therapy; Computer science","score_opus":0.041578461463257506,"score_gpt":0.3884248485463403,"score_spread":0.3468463870830828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888273372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.896266,0.0000061672895,0.09435834,0.0033509727,0.00076436624,0.0011464055,0.000014894232,0.000056053952,0.0040368065],"genre_scores_gemma":[0.99318355,0.00003014802,0.0040551764,0.0008114744,0.001681057,0.000014844227,0.000007929408,0.000049310012,0.00016650342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968001,0.00034138278,0.0007871877,0.000453133,0.0010880311,0.0005301343],"domain_scores_gemma":[0.9977713,0.00021820333,0.0003278184,0.00069625693,0.0003886583,0.00059774617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018584357,0.00024821438,0.00053540204,0.00020199557,0.00029501237,0.00006995285,0.00064950367,0.00016693209,0.00018889671],"category_scores_gemma":[0.00086997286,0.00017389003,0.00028097298,0.0006330454,0.0005992938,0.00010962039,0.00010141492,0.0009447597,0.00035243545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001975987,0.00057667465,0.92078686,0.000042811967,0.00013143287,0.0000060303137,0.00041208926,0.00016599233,0.006002858,0.00035607102,0.002248842,0.06729438],"study_design_scores_gemma":[0.0031991508,0.0006500171,0.9766923,0.00006807443,0.00007538438,0.000041503947,0.00011382365,0.01569946,0.00013401132,0.0010941246,0.0020538052,0.00017830498],"about_ca_topic_score_codex":0.000079563164,"about_ca_topic_score_gemma":0.000020195468,"teacher_disagreement_score":0.09691756,"about_ca_system_score_codex":0.000107406464,"about_ca_system_score_gemma":0.00022199044,"threshold_uncertainty_score":0.709103},"labels":[],"label_agreement":null},{"id":"W2888380422","doi":"10.1111/resp.13372","title":"Obstructive sleep apnoea independently predicts lipid levels: Data from the European Sleep Apnea Database","year":2018,"lang":"en","type":"article","venue":"Respirology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"European Commission; Philips Respironics Foundation; European Respiratory Society; ResMed Foundation","keywords":"Medicine; Quartile; Internal medicine; Obstructive sleep apnea; Sleep apnea; Cohort; Obesity; Lipid profile; Body mass index; Cholesterol; Endocrinology; Gastroenterology; Confidence interval","score_opus":0.0774726412480029,"score_gpt":0.33329129006521013,"score_spread":0.25581864881720723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888380422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9318437,0.0008254773,0.0082884515,0.005847692,0.002385539,0.0017396021,0.003770248,0.000338541,0.044960752],"genre_scores_gemma":[0.9883587,0.000015327243,0.0015792919,0.002164644,0.006304241,0.000026355172,0.0011799089,0.00012895797,0.00024261665],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99404454,0.0017300663,0.00063967716,0.0015347007,0.0010057674,0.001045238],"domain_scores_gemma":[0.9933157,0.0010000195,0.00024714723,0.0045463904,0.0004339555,0.0004568047],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019974227,0.0004326484,0.0006005287,0.00022403337,0.00040022423,0.00007319642,0.002376782,0.00025795147,0.0020261263],"category_scores_gemma":[0.0026429854,0.0003137986,0.00010689269,0.00052298466,0.0017209846,0.00042026775,0.0033193706,0.0012789195,0.0029747155],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007014107,0.001223203,0.27867138,0.00014464241,0.0041093994,0.0023107212,0.004286066,0.000011937224,0.12190501,0.0016795971,0.025873154,0.5527708],"study_design_scores_gemma":[0.007079654,0.0014114738,0.8555028,0.000049074322,0.0005751378,0.00043826594,0.0008835738,0.009808333,0.0049996674,0.0006211554,0.11805909,0.00057179655],"about_ca_topic_score_codex":0.00038307806,"about_ca_topic_score_gemma":0.0003950066,"teacher_disagreement_score":0.5768314,"about_ca_system_score_codex":0.0001326625,"about_ca_system_score_gemma":0.000097718985,"threshold_uncertainty_score":0.9999314},"labels":[],"label_agreement":null},{"id":"W2888657235","doi":"10.1177/2514183x18786843","title":"An inpatient program for diagnosing and treating sleep apnea in patients with stroke","year":2018,"lang":"en","type":"article","venue":"Clinical and Translational Neuroscience","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Toronto Rehabilitation Institute; University Health Network Foundation; University Health Network","keywords":"Medicine; Continuous positive airway pressure; Stroke (engine); Sleep apnea; Rehabilitation; Physical therapy; Population; Emergency medicine; Obstructive sleep apnea; Internal medicine","score_opus":0.04300928394508944,"score_gpt":0.3865598728693648,"score_spread":0.3435505889242753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888657235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99719244,0.000009889362,0.0014909507,0.00033251135,0.00007003776,0.0008032456,0.000021134583,0.000016936754,0.00006283756],"genre_scores_gemma":[0.9935568,0.0000022166405,0.0061308146,0.00018123897,0.00006825054,0.00003893199,0.000010064532,0.000007973604,0.000003725225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988341,0.00004532992,0.00024570015,0.0004023018,0.00027820768,0.00019437303],"domain_scores_gemma":[0.9992462,0.0003227745,0.000038960934,0.00008855418,0.00013070444,0.00017285124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024536927,0.00008150707,0.00014631855,0.00006670047,0.00013282722,0.000035864734,0.00004928605,0.000039512535,0.0000029637604],"category_scores_gemma":[0.00024932442,0.000059527552,0.000021321901,0.00016716027,0.000932663,0.00018889773,0.000013048293,0.00012768335,2.943264e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033418435,0.00048640228,0.7661044,0.0000123731215,0.0000017755051,0.0000013018068,0.000054662243,0.0000022762665,0.00009840706,0.00009630042,1.9418144e-7,0.23280771],"study_design_scores_gemma":[0.0032467353,0.0050352584,0.95710254,0.000017181032,0.00001201941,0.0000020157047,0.000009216472,0.034247886,0.000082400315,0.00009939201,0.00008185982,0.00006350598],"about_ca_topic_score_codex":0.0000031202746,"about_ca_topic_score_gemma":0.000011362292,"teacher_disagreement_score":0.2327442,"about_ca_system_score_codex":0.0000034668244,"about_ca_system_score_gemma":0.00002031324,"threshold_uncertainty_score":0.34364358},"labels":[],"label_agreement":null},{"id":"W2888867546","doi":"10.1016/j.smrv.2018.08.008","title":"Optical coherence tomography (OCT) findings in obstructive sleep apnea","year":2018,"lang":"en","type":"letter","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Allergan; Alcon; Novartis; Santen; Bayer; Valeant Pharmaceuticals International; Pfizer","keywords":"Optical coherence tomography; Obstructive sleep apnea; Medicine; Sleep apnea; Tomography; Ophthalmology; Internal medicine; Radiology","score_opus":0.040811485168897745,"score_gpt":0.33197948781019265,"score_spread":0.2911680026412949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888867546","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01102042,0.10293049,0.0011181537,0.79546976,0.0059848856,0.017226547,0.00012889814,0.00043997157,0.065680854],"genre_scores_gemma":[0.010266607,0.014502582,0.012912917,0.8850069,0.061979536,0.0040073167,0.0036695488,0.0012784743,0.006376087],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98947036,0.0008478472,0.0026379768,0.0022869552,0.0026238805,0.0021329978],"domain_scores_gemma":[0.9946506,0.0008367121,0.0006853812,0.0023789592,0.00074799854,0.0007003599],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0025540988,0.0015269796,0.0046174843,0.0021651012,0.00016021839,0.00005138686,0.0012603197,0.0018222985,0.0042885076],"category_scores_gemma":[0.0038766915,0.0011246881,0.0008743724,0.002950314,0.0027759667,0.00023852632,0.00041648146,0.0075230403,0.0017530895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002292881,0.00018366164,0.011532966,0.004578264,0.00058237935,0.0030925686,0.0006587603,1.2779545e-7,0.0006415745,0.00010065344,0.8041695,0.1742303],"study_design_scores_gemma":[0.0037376487,0.0015345088,0.0074881217,0.004665051,0.0010512376,0.0006142166,0.00014154903,0.000101784506,0.00030100162,0.0003537311,0.97897846,0.0010327164],"about_ca_topic_score_codex":0.00013362194,"about_ca_topic_score_gemma":0.00003568924,"teacher_disagreement_score":0.17480898,"about_ca_system_score_codex":0.0008384755,"about_ca_system_score_gemma":0.000122042424,"threshold_uncertainty_score":0.9999379},"labels":[],"label_agreement":null},{"id":"W2889001602","doi":"10.1155/2018/6349790","title":"Predictors of Sleep Apnea in the Canadian Population","year":2018,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Sleep apnea; Logistic regression; Apnea; Population; Overweight; Obesity; Polysomnography; Excessive daytime sleepiness; Pediatrics; Physical therapy; Sleep disorder; Internal medicine; Insomnia; Psychiatry; Environmental health","score_opus":0.029669691473481488,"score_gpt":0.2949417432191807,"score_spread":0.26527205174569923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889001602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863885,0.00016740516,0.000009394802,0.0013829352,0.00040545344,0.00029667726,0.00002304262,0.000004143305,0.01132244],"genre_scores_gemma":[0.99715465,8.935152e-7,0.00004426041,0.001882041,0.00086012244,0.0000049824994,0.000005351486,0.00001956839,0.0000281427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981931,0.00021864321,0.0003598012,0.0001505925,0.00050207385,0.0005757967],"domain_scores_gemma":[0.99799705,0.00003857065,0.00009230719,0.00030757455,0.0003803765,0.0011841258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011693864,0.00011305263,0.00018420853,0.0012298137,0.00035106504,0.000054564294,0.00028135313,0.00013759329,0.0005562101],"category_scores_gemma":[0.00044693635,0.0000867167,0.000070516515,0.0006162032,0.00025288985,0.00011908182,0.000008972203,0.00063784665,0.000042081392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031164975,0.000012199093,0.9825649,0.0000110118235,0.000042805215,0.00038103166,0.0006718909,0.0000042750776,0.00022678344,0.00042058216,0.0013771844,0.014256153],"study_design_scores_gemma":[0.00063686585,0.00030237588,0.9655702,0.000025824642,0.000022824539,0.00025102383,0.000397009,0.00013506642,0.00017951234,0.00011686308,0.032281194,0.00008122702],"about_ca_topic_score_codex":0.64881974,"about_ca_topic_score_gemma":0.99040014,"teacher_disagreement_score":0.34158042,"about_ca_system_score_codex":0.0014872253,"about_ca_system_score_gemma":0.0017310727,"threshold_uncertainty_score":0.60901105},"labels":[],"label_agreement":null},{"id":"W2889407570","doi":"10.1136/thoraxjnl-2018-211675","title":"The effect of acute morphine on obstructive sleep apnoea: a randomised double-blind placebo-controlled crossover trial","year":2018,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Health and Medical Research Council","keywords":"Medicine; Crossover study; Polysomnography; Anesthesia; Morphine; Placebo; Opioid; Randomized controlled trial; Internal medicine; Apnea","score_opus":0.022610119383511557,"score_gpt":0.34911103398785076,"score_spread":0.3265009146043392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889407570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97413576,0.00008997217,0.00011183036,0.000515971,0.001177966,0.010779983,0.000024602647,0.00006214401,0.013101763],"genre_scores_gemma":[0.9961323,0.000007987376,0.00010013804,0.00003929314,0.0012964498,0.000738742,0.000015438693,0.000059808728,0.0016098383],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9966154,0.0005413296,0.0006438786,0.0004983234,0.0010706593,0.0006303746],"domain_scores_gemma":[0.9955881,0.0025141435,0.00032970007,0.0008905405,0.0004456832,0.00023179343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020997385,0.00037939023,0.0012596898,0.00021185416,0.00034975787,0.0000720251,0.00036486628,0.00020433555,0.0003873592],"category_scores_gemma":[0.0011484234,0.00020572763,0.00051984034,0.00046624875,0.0010244988,0.000103905826,0.0001347923,0.00056193967,0.0002421209],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9749792,0.00011372959,0.00015827765,0.000030984516,0.0025167412,0.000036098278,0.0002052132,0.0000030873841,0.015375185,0.00034141832,0.00018047426,0.00605958],"study_design_scores_gemma":[0.8529192,0.0081584975,0.00040141217,0.000034460896,0.0009865216,0.000021323449,0.000029936453,0.00073170324,0.13621616,0.0001378245,0.00020589631,0.00015704085],"about_ca_topic_score_codex":0.000030192468,"about_ca_topic_score_gemma":0.0000073873503,"teacher_disagreement_score":0.12205999,"about_ca_system_score_codex":0.00017715013,"about_ca_system_score_gemma":0.00006788969,"threshold_uncertainty_score":0.8389329},"labels":[],"label_agreement":null},{"id":"W2889444310","doi":"10.1136/bmjopen-2017-020876","title":"Weight loss surgery for obstructive sleep apnoea with obesity in adults: a systematic review and meta-analysis protocol","year":2018,"lang":"en","type":"review","venue":"BMJ Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Weight loss; Meta-analysis; Systematic review; Body mass index; Population; Obesity; Epworth Sleepiness Scale; Randomized controlled trial; Cochrane Library; Weight Loss Surgery; Management of obesity; Surgery; Physical therapy; MEDLINE; Internal medicine; Polysomnography; Apnea","score_opus":0.1657551426982095,"score_gpt":0.4645295760841213,"score_spread":0.2987744333859118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889444310","genre_codex":"review","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.0355093e-7,0.5114005,0.00005745547,0.00009621638,0.000010495043,0.48803335,0.00019553394,0.000012942073,0.00019318846],"genre_scores_gemma":[9.0242406e-7,0.26111105,0.0013978626,0.00010455695,0.00006065563,0.7365879,0.00016714222,0.000097746924,0.00047221093],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9926099,0.0018004753,0.0024827246,0.0014674427,0.0009831485,0.00065631844],"domain_scores_gemma":[0.9930938,0.0015050475,0.0019646708,0.002155925,0.0009494724,0.00033112313],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.005960465,0.0009237049,0.020758651,0.00089044526,0.00011196789,0.00015143042,0.0009001444,0.0003382374,0.000523462],"category_scores_gemma":[0.00221289,0.00050429924,0.0026363134,0.0025933725,0.0002949133,0.00031400003,0.00071171985,0.00047086846,0.00005190189],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029586343,0.00013658604,0.00014991808,0.8637206,0.13353834,0.00011381741,0.000033491502,1.4850612e-8,1.7293329e-9,0.000033285087,0.00015496506,0.001823127],"study_design_scores_gemma":[0.0010609963,0.00022845806,0.000038451984,0.25736305,0.7218557,0.00031843415,0.000027559308,0.000011647962,4.0575782e-7,0.000022758111,0.018472414,0.00060015015],"about_ca_topic_score_codex":0.00011483221,"about_ca_topic_score_gemma":0.0002728243,"teacher_disagreement_score":0.6063575,"about_ca_system_score_codex":0.00043003995,"about_ca_system_score_gemma":0.0005491965,"threshold_uncertainty_score":0.99974084},"labels":[],"label_agreement":null},{"id":"W2889880901","doi":"10.5664/jcsm.7326","title":"CPAP Therapy Delays Cardiovagal Reactivation and Decreases Arterial Renin-Angiotensin System Activity in Humans With Obstructive Sleep Apnea","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Kidney Disease Network; Hotchkiss Brain Institute; Alberta Health; Foothills Medical Centre; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Renin–angiotensin system; Cardiology; Sleep (system call); Internal medicine; Continuous positive airway pressure; Sleep apnea; Apnea; Blood pressure; Anesthesia","score_opus":0.05513999683550988,"score_gpt":0.3718144111137821,"score_spread":0.31667441427827225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889880901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921444,0.00034360372,0.0025896875,0.0021474755,0.0010795824,0.0006147081,0.0000036237702,0.000029047174,0.0010478881],"genre_scores_gemma":[0.9917001,0.00009279066,0.001544228,0.00018124067,0.0064039645,0.0000073819083,0.0000051680045,0.000051087613,0.0000140064685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99517906,0.00073408836,0.001678778,0.00052146387,0.0014065797,0.00048004693],"domain_scores_gemma":[0.9947796,0.0013849406,0.0011253974,0.0004827618,0.0015696419,0.00065766345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003453328,0.00035587873,0.0018873714,0.000492294,0.00012550603,0.000026795928,0.00020276461,0.0003272834,0.00007673762],"category_scores_gemma":[0.002880473,0.00022276526,0.00025652,0.0005597883,0.0014401271,0.00037846743,0.00006281049,0.0012514974,0.00000581631],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.059838515,0.0008784045,0.5199772,0.00007868006,0.0021374477,0.0016822335,0.0011386387,0.000006989251,0.036916528,0.00024291751,0.00023295646,0.37686947],"study_design_scores_gemma":[0.022204086,0.010509003,0.9579497,0.00056896976,0.0004339711,0.0013583902,0.00067143573,0.0007876776,0.0045418106,0.000103703824,0.0006417541,0.00022949743],"about_ca_topic_score_codex":0.00019751687,"about_ca_topic_score_gemma":0.00006921156,"teacher_disagreement_score":0.4379725,"about_ca_system_score_codex":0.0002717026,"about_ca_system_score_gemma":0.00015131634,"threshold_uncertainty_score":0.9084104},"labels":[],"label_agreement":null},{"id":"W2889947327","doi":"10.1111/jsr.12761","title":"Effects of continuous positive airway pressure on neurocognitive and neuropsychiatric function in obstructive sleep apnea","year":2018,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Univerzita Karlova v Praze","keywords":"Neurocognitive; Obstructive sleep apnea; Continuous positive airway pressure; Airway; Medicine; Sleep apnea; Apnea; Sleep (system call); Cardiology; Anesthesia; Psychiatry; Cognition; Computer science","score_opus":0.01490575953964982,"score_gpt":0.31440888778716597,"score_spread":0.2995031282475161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889947327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924185,0.0010419708,0.0002895197,0.0005946162,0.0004789521,0.0013299463,0.000012194587,0.00000972856,0.0038245404],"genre_scores_gemma":[0.99867815,0.000078181154,0.00023058937,0.00008480887,0.0007457248,0.00001724544,0.0000016393657,0.000052353746,0.00011130847],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9950585,0.0011758625,0.0006904286,0.00045809842,0.00193645,0.0006806771],"domain_scores_gemma":[0.993241,0.0019667638,0.00036386252,0.00026553383,0.003779401,0.00038341738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016859559,0.0002510213,0.00070854364,0.0021372885,0.00015666988,0.000044877008,0.00025728153,0.0001915788,0.00006533565],"category_scores_gemma":[0.0028372766,0.00020363604,0.00015657528,0.001630965,0.0009692902,0.00030778637,0.00018975089,0.0021344011,0.000026591382],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.061707057,0.003980296,0.17119068,0.0016126916,0.0021739067,0.0027841025,0.0047815354,0.000030588213,0.28751177,0.0016096053,0.00042570385,0.4621921],"study_design_scores_gemma":[0.00828058,0.023597034,0.894692,0.00036510878,0.00027255304,0.0004172305,0.0010379209,0.00085424684,0.069502324,0.0005960978,0.00020866646,0.00017623516],"about_ca_topic_score_codex":0.000043229815,"about_ca_topic_score_gemma":0.0000065866852,"teacher_disagreement_score":0.7235013,"about_ca_system_score_codex":0.00013980616,"about_ca_system_score_gemma":0.00010807239,"threshold_uncertainty_score":0.92730296},"labels":[],"label_agreement":null},{"id":"W2889966677","doi":"10.1097/aco.0000000000000661","title":"Best perioperative practice in management of ambulatory patients with obstructive sleep apnea","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network; Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Perioperative; Ambulatory; Anesthesia; Sleep apnea; Intensive care medicine; Anesthetic; Surgery","score_opus":0.06298164434361753,"score_gpt":0.3997742236658217,"score_spread":0.3367925793222042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889966677","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039804615,0.98995054,0.000020293603,0.000025016301,0.001500487,0.003708851,0.000049248567,0.000017217435,0.00074788404],"genre_scores_gemma":[0.00069832976,0.9972213,0.0009709264,0.0000067629735,0.00014533312,0.00046632835,0.00039317823,0.000082295475,0.000015538304],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956725,0.0009668162,0.0011636947,0.0010333238,0.00055894704,0.0006047082],"domain_scores_gemma":[0.99755317,0.0003255421,0.0007052026,0.0007375784,0.00051776436,0.00016075325],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047185257,0.0006064254,0.0022313069,0.0010606162,0.000047269026,0.0000115586545,0.0003906167,0.00040207824,0.0000741949],"category_scores_gemma":[0.00026925572,0.00045544287,0.00021251186,0.0010528958,0.0007827479,0.00017416653,0.00027404574,0.0011182072,0.00011785762],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003879264,0.0012302666,0.008769731,0.021852633,0.0003192722,0.000029679533,0.0003654022,0.0000015478012,3.5413084e-8,0.00087651936,0.000018436704,0.96614856],"study_design_scores_gemma":[0.0049178945,0.005267209,0.033674307,0.042169083,0.0006092789,0.000041828076,0.001013209,0.000028357179,9.791167e-7,0.000030138877,0.91147554,0.00077214994],"about_ca_topic_score_codex":0.000024508323,"about_ca_topic_score_gemma":0.0000035619398,"teacher_disagreement_score":0.9653764,"about_ca_system_score_codex":0.0006492185,"about_ca_system_score_gemma":0.00019452319,"threshold_uncertainty_score":0.9997897},"labels":[],"label_agreement":null},{"id":"W2890040152","doi":"10.1088/1361-6579/aae2a8","title":"Symbolic dynamics to enhance diagnostic ability of portable oximetry from the Phone Oximeter in the detection of paediatric sleep apnoea","year":2018,"lang":"en","type":"article","venue":"Physiological Measurement","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"European Regional Development Fund; Junta de Castilla y León; Ministerio de Economía y Competitividad; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; Consejería de Educación, Junta de Castilla y León; Sociedad Española de Neumología y Cirugía Torácica; Ministerio de Educación, Cultura y Deporte","keywords":"Logistic regression; Pulse oximetry; Polysomnography; Medicine; Context (archaeology); Receiver operating characteristic; Statistics; Apnea; Internal medicine; Mathematics; Anesthesia","score_opus":0.037900337129120595,"score_gpt":0.30390290647890567,"score_spread":0.26600256934978506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890040152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99437743,0.00040824412,0.0033735682,0.00040194413,0.00014921866,0.0011047627,0.000021928186,0.000013436446,0.00014947576],"genre_scores_gemma":[0.9991563,0.000012834662,0.00024671445,0.00019262834,0.0002542512,0.0001197851,0.000006469767,0.000010051946,9.5355756e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9972654,0.0004839243,0.00047887652,0.00038392562,0.0010566645,0.0003312061],"domain_scores_gemma":[0.9975823,0.0010109479,0.00014753648,0.0006681047,0.00050988945,0.00008117578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016203751,0.00016489944,0.00040861795,0.00007522954,0.00006447052,0.0000069499206,0.0003512366,0.00009193828,0.00011942577],"category_scores_gemma":[0.0046154917,0.00008432289,0.00012681389,0.0008632117,0.00031488715,0.000036625246,0.00013028798,0.0003283771,0.00003738493],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041306682,0.00084961735,0.03892075,0.000054879325,0.00007847175,0.0000022833394,0.0003185772,0.000018001261,0.9231413,0.000024276296,0.000020320134,0.03615848],"study_design_scores_gemma":[0.00035199182,0.0008533673,0.78890777,0.000022739267,0.000064668464,0.0000010459507,0.00023008227,0.00062857073,0.20797725,0.0008752553,0.000010851348,0.000076422766],"about_ca_topic_score_codex":0.00057342806,"about_ca_topic_score_gemma":0.00019524751,"teacher_disagreement_score":0.749987,"about_ca_system_score_codex":0.00025055933,"about_ca_system_score_gemma":0.000020980622,"threshold_uncertainty_score":0.5525508},"labels":[],"label_agreement":null},{"id":"W2890104850","doi":"10.1017/s1355617718000449","title":"Sleep Biomarkers, Health Comorbidities, and Neurocognition in Obstructive Sleep Apnea","year":2018,"lang":"en","type":"article","venue":"Journal of the International Neuropsychological Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Polysomnography; Medicine; Neurocognitive; Comorbidity; Obstructive sleep apnea; Sleep apnea; Depression (economics); Neuropsychology; Clinical psychology; Internal medicine; Cognition; Psychiatry; Apnea","score_opus":0.03474345679472528,"score_gpt":0.3374956744585969,"score_spread":0.3027522176638716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890104850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694879,0.00010255997,0.00046936914,0.02682426,0.0014167931,0.00023571875,0.000014449897,0.000010969765,0.001437946],"genre_scores_gemma":[0.9919625,0.00008031212,0.0013254028,0.0059692063,0.00060462597,0.0000028939965,0.0000023434072,0.0000140652055,0.00003863729],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998094,0.0002060441,0.00050997344,0.00023428768,0.00071949145,0.0002361856],"domain_scores_gemma":[0.99869126,0.00018292446,0.00038199913,0.00015450585,0.00043577712,0.00015354253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006077591,0.00013449515,0.00025472138,0.00008508504,0.00011487195,0.000042725325,0.00035943763,0.000081869395,0.00016356343],"category_scores_gemma":[0.00050832785,0.000084541825,0.00025293595,0.00029217612,0.00057189073,0.00014443627,0.00018566943,0.0007411139,0.0000069628836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00825333,0.0028395948,0.58926815,0.00012216161,0.0018665047,0.0006647369,0.0031514843,0.000024429954,0.087993525,0.0016696817,0.018270876,0.28587553],"study_design_scores_gemma":[0.0024071054,0.00091881875,0.9877652,0.000042082793,0.000019615285,0.0018546314,0.0003596331,0.0018181041,0.00057838706,0.00136016,0.0027944085,0.000081853505],"about_ca_topic_score_codex":0.000014570317,"about_ca_topic_score_gemma":0.0000034279367,"teacher_disagreement_score":0.39849705,"about_ca_system_score_codex":0.00020339768,"about_ca_system_score_gemma":0.000030106132,"threshold_uncertainty_score":0.34475157},"labels":[],"label_agreement":null},{"id":"W2890614057","doi":"10.1016/j.chest.2018.08.1075","title":"Sleep Apnea Increases the Risk of New Hospitalized Atrial Fibrillation","year":2018,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; St. Michael's Hospital; University of Toronto; Sunnybrook Health Science Centre; Ottawa Hospital; University of Ottawa","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care; British Columbia Lung Association; AstraZeneca Canada; GlaxoSmithKline","keywords":"Atrial fibrillation; Sleep apnea; Medicine; Apnea; Cardiology; Sleep (system call); Obstructive sleep apnea; Internal medicine; Computer science","score_opus":0.02363423424607948,"score_gpt":0.30897182921813543,"score_spread":0.28533759497205596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890614057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943914,0.00068720843,0.0021791032,0.00094751036,0.00037430652,0.00023065352,0.0000057951493,0.000014860352,0.0011692096],"genre_scores_gemma":[0.990264,0.00009436995,0.0018689848,0.00002372417,0.0075974865,3.805825e-7,0.000003160373,0.000018987197,0.00012889791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861616,0.00015407395,0.00032502832,0.00012629286,0.0005432393,0.00023518708],"domain_scores_gemma":[0.99860615,0.00019532155,0.00028000012,0.0002636124,0.00041181018,0.00024313008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067554467,0.00010854186,0.00023725195,0.00010755311,0.00020535581,0.000042144835,0.00015107232,0.00007193375,0.00073531014],"category_scores_gemma":[0.0019982255,0.000065341424,0.00025879103,0.00025332207,0.00030796832,0.00011580602,0.000060244773,0.0003456587,0.0000698235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019464989,0.000039973213,0.7975066,0.000040438626,0.00073618675,0.00002552764,0.0010095872,0.000020781235,0.0041919136,0.00010446536,0.0017033106,0.19267473],"study_design_scores_gemma":[0.0059766397,0.0011836834,0.965223,0.00004309141,0.0004838409,0.000628999,0.0003360223,0.0025520923,0.010210844,0.0015336975,0.01169834,0.0001297171],"about_ca_topic_score_codex":0.00015676858,"about_ca_topic_score_gemma":0.0000063991442,"teacher_disagreement_score":0.19254501,"about_ca_system_score_codex":0.00007923385,"about_ca_system_score_gemma":0.000111389374,"threshold_uncertainty_score":0.8051131},"labels":[],"label_agreement":null},{"id":"W2891149132","doi":"10.1016/j.amjcard.2018.08.032","title":"Extended Cardiac Monitoring in Patients With Severe Sleep Apnea and No History of Atrial Fibrillation (The Reveal XT-SA Study)","year":2018,"lang":"en","type":"article","venue":"The American Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Atrial fibrillation; Sleep apnea; Medicine; Cardiology; Internal medicine; Apnea; Cardiac arrhythmia; Obstructive sleep apnea; Anesthesia","score_opus":0.013804136996899525,"score_gpt":0.2757136277322337,"score_spread":0.26190949073533415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891149132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980801,0.00040361457,0.000035596782,0.000106329404,0.0006110722,0.00035668336,0.0000022581362,0.0000029969258,0.000401376],"genre_scores_gemma":[0.99762577,0.000023294198,0.00017719288,0.000011400514,0.0021274227,0.0000013886895,5.274158e-7,0.00001484385,0.00001816084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806184,0.0008142605,0.00036070016,0.0001349524,0.00042497308,0.00020329723],"domain_scores_gemma":[0.9982416,0.00029132076,0.00047946483,0.00027925882,0.00063887524,0.00006949855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095212494,0.000111171845,0.0007111699,0.0001462172,0.000041323034,0.0000033269425,0.00013921698,0.000027733045,0.0000035575813],"category_scores_gemma":[0.00026034497,0.000059875976,0.00013496714,0.00020003806,0.001051579,0.000058158625,0.00006927405,0.0003212752,0.0000022117886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006221635,0.00001192552,0.93006575,0.0000060686957,0.0006537933,0.000009418036,0.0013929809,0.000058465357,0.0003967619,0.0000016880471,0.0000683112,0.061113212],"study_design_scores_gemma":[0.0024327543,0.00734735,0.98738104,0.000017270688,0.00023596633,0.00008139847,0.0017316156,0.00001928431,0.000030117177,0.000010401364,0.0006517171,0.00006111006],"about_ca_topic_score_codex":0.000058248046,"about_ca_topic_score_gemma":5.726952e-7,"teacher_disagreement_score":0.061052103,"about_ca_system_score_codex":0.0002867957,"about_ca_system_score_gemma":0.00008479544,"threshold_uncertainty_score":0.38745865},"labels":[],"label_agreement":null},{"id":"W2891471633","doi":"10.1183/13993003.01137-2018","title":"Detection of mild cognitive impairment in middle-aged and older adults with obstructive sleep apnoea","year":2018,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Montreal Cognitive Assessment; Dementia; Cognition; Medicine; Neuropsychology; Neuropsychological assessment; Cognitive impairment; Polysomnography; Mini–Mental State Examination; Audiology; Physical therapy; Psychiatry; Pediatrics; Internal medicine; Electroencephalography; Disease","score_opus":0.022660595679064324,"score_gpt":0.26932548459801114,"score_spread":0.24666488891894683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891471633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961011,0.00041311342,0.0004412144,0.000024160548,0.00012198141,0.00057012885,0.000006980388,0.000018069424,0.0023032648],"genre_scores_gemma":[0.99905723,0.0000102215545,0.00029719964,0.00014505062,0.0004056616,0.0000052798396,0.0000010200226,0.00005396045,0.000024343317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763966,0.0006618764,0.0004509062,0.0003428298,0.00054145226,0.0003633076],"domain_scores_gemma":[0.9986009,0.000084287094,0.0002592649,0.00018522076,0.0005777643,0.0002925604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009432297,0.00020565825,0.00029827442,0.00047882518,0.00016015842,0.000033015553,0.00010176615,0.000050255163,0.000117591655],"category_scores_gemma":[0.00018792615,0.00015927799,0.000060854094,0.0003762972,0.00056458166,0.00018644515,0.00008107541,0.0007321097,0.00002647517],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025703592,0.00090975355,0.6476529,0.00039554384,0.0007247254,0.0027832254,0.017854255,0.0000033744107,0.08242892,0.000013870129,0.000032345524,0.22149746],"study_design_scores_gemma":[0.010923994,0.003904336,0.94122463,0.0008799504,0.00006529233,0.00063534215,0.0039386917,0.00004647644,0.03815448,0.000006289148,0.00006201274,0.00015849437],"about_ca_topic_score_codex":0.0000074054606,"about_ca_topic_score_gemma":0.000037200774,"teacher_disagreement_score":0.2935717,"about_ca_system_score_codex":0.00014867788,"about_ca_system_score_gemma":0.000050670293,"threshold_uncertainty_score":0.64951676},"labels":[],"label_agreement":null},{"id":"W2891939239","doi":"10.1186/s12871-018-0594-5","title":"Patient preference survey: are patients willing to delay surgery if obstructive sleep apnea is suspected?","year":2018,"lang":"en","type":"article","venue":"BMC Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"Hospital for Special Surgery","keywords":"Medicine; Obstructive sleep apnea; Anesthesiology; Perioperative; Preference; Sleep apnea; Elective surgery; Emergency medicine; General surgery; Medical emergency; Family medicine; Surgery; Anesthesia","score_opus":0.05220525303413368,"score_gpt":0.286463811563703,"score_spread":0.2342585585295693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891939239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997325,0.000060415387,0.0006191171,0.00012570283,0.00045302414,0.0009714842,0.00006311071,0.000104957966,0.00027721009],"genre_scores_gemma":[0.99666566,0.0000028439981,0.0018520791,0.0008595134,0.00025994965,0.00009043533,0.0001268658,0.00007165265,0.00007102527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99612224,0.0007350814,0.00061393745,0.0009914776,0.0005758418,0.00096139405],"domain_scores_gemma":[0.99553496,0.0012435436,0.00026972813,0.0008070657,0.001661268,0.00048342138],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004930977,0.00039175784,0.0008294665,0.00043222343,0.00022054656,0.000025050878,0.00026309674,0.0003202948,0.00053598447],"category_scores_gemma":[0.0026050068,0.000335241,0.00016133388,0.0007483299,0.00049802446,0.00011604349,0.00021642221,0.00036979275,0.00077913166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013743292,0.00022780611,0.9798289,0.000043310865,0.00007929888,0.000054741242,0.0007590317,0.0000040855193,0.00012082423,0.000027971137,0.00056015106,0.016919557],"study_design_scores_gemma":[0.00064601854,0.0014440661,0.9921899,0.000048544716,0.000036185647,0.00006463962,0.0002917541,0.00024251107,0.0034569476,0.00010663176,0.0011358188,0.00033699465],"about_ca_topic_score_codex":0.00023701329,"about_ca_topic_score_gemma":0.00020147393,"teacher_disagreement_score":0.016582564,"about_ca_system_score_codex":0.00025437828,"about_ca_system_score_gemma":0.000119974655,"threshold_uncertainty_score":0.99999887},"labels":[],"label_agreement":null},{"id":"W2892837773","doi":"10.1016/j.sleep.2018.08.027","title":"Pediatric pulse oximetry-based OSA screening at different thresholds of the apnea-hypopnea index with an expression of uncertainty for inconclusive classifications","year":2018,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Pulse oximetry; Polysomnography; Photoplethysmogram; Obstructive sleep apnea; Apnea–hypopnea index; Logistic regression; Hypopnea; Apnea; Emergency medicine; Internal medicine; Anesthesia","score_opus":0.03198265824043421,"score_gpt":0.3179525027669938,"score_spread":0.2859698445265596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892837773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96744674,0.00017129391,0.028366,0.0015221528,0.00019628977,0.001760734,0.00007840723,0.0000349818,0.00042337025],"genre_scores_gemma":[0.99712384,0.000004669233,0.0015851661,0.00017945743,0.00073578453,0.0001160824,0.00012703014,0.000052778953,0.000075218944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99698436,0.00016851774,0.0006352902,0.00050877355,0.0012582459,0.0004448034],"domain_scores_gemma":[0.996336,0.0005000853,0.00051154447,0.00113325,0.0012087391,0.0003103898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004921062,0.00029672022,0.000657296,0.00042666835,0.0002969967,0.0000051210122,0.00044529611,0.00016881466,0.00038027024],"category_scores_gemma":[0.0007518748,0.00015863638,0.00013336798,0.0009310423,0.0014476898,0.000085572596,0.0002156962,0.00032756483,0.0000018650429],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054631457,0.0006904908,0.73777395,0.00053277175,0.00016825322,0.0000052769865,0.001211446,0.00012477658,0.24210526,0.00022539347,0.00024336623,0.011455854],"study_design_scores_gemma":[0.01753536,0.007324594,0.6258633,0.0004522339,0.0009477041,0.000023488423,0.0021000362,0.04114259,0.3038685,0.0001922365,0.00021398749,0.00033598015],"about_ca_topic_score_codex":0.00012087492,"about_ca_topic_score_gemma":0.00014516697,"teacher_disagreement_score":0.11191066,"about_ca_system_score_codex":0.00018915907,"about_ca_system_score_gemma":0.00008147515,"threshold_uncertainty_score":0.64690036},"labels":[],"label_agreement":null},{"id":"W2893821129","doi":"10.1113/ep086995","title":"Genioglossus muscle activity during sniff and reverse sniff in healthy men","year":2018,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Kitasato University","keywords":"Genioglossus; Medicine; Intercostal muscle; Anesthesia; Airway; Nose; Anatomy; Respiratory system","score_opus":0.021010685805043675,"score_gpt":0.3433906913735889,"score_spread":0.32238000556854524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893821129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959115,0.00022713591,0.0000013158481,0.00037079342,0.00014546077,0.00043327475,0.000004670177,0.00003591277,0.0028699867],"genre_scores_gemma":[0.9990771,0.000015433527,0.00021614847,0.0001750025,0.00034718573,0.00004569118,0.0000060658285,0.000023942262,0.000093476214],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986158,0.00012323237,0.00016318297,0.00047298716,0.00016345645,0.0004613546],"domain_scores_gemma":[0.9994123,0.000035486606,0.00004779688,0.00028855278,0.00003731453,0.0001785606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000090349924,0.00016053679,0.0003137231,0.00013382769,0.000115715586,0.0000070691344,0.00008156085,0.000101495745,0.0004956959],"category_scores_gemma":[0.000031177835,0.00015180383,0.000043871933,0.00016054095,0.0004946863,0.000117802374,0.00023354357,0.00024180401,0.000101080885],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022465657,0.00034419217,0.0014890379,0.00003537951,0.000028788796,0.00003394761,0.0007982253,1.4686754e-7,0.9938279,0.00006156474,0.00007424705,0.0010600521],"study_design_scores_gemma":[0.0029070186,0.0011212212,0.5760581,0.000010108436,0.0000037900986,0.000030765066,0.00076773384,0.000109729815,0.41868994,0.000054538014,0.00014160287,0.00010549608],"about_ca_topic_score_codex":0.00040598292,"about_ca_topic_score_gemma":0.000015135859,"teacher_disagreement_score":0.5751379,"about_ca_system_score_codex":0.0002693823,"about_ca_system_score_gemma":0.000026676122,"threshold_uncertainty_score":0.61903805},"labels":[],"label_agreement":null},{"id":"W2895011371","doi":"10.1097/mcp.0000000000000525","title":"Obstructive sleep apnea and chronic kidney disease","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Pulmonary Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Kidney disease; Pathogenesis; Sleep apnea; Hypoxia (environmental); Internal medicine; Renal function; Disease; Cardiology; Renal replacement therapy; Kidney; Intensive care medicine","score_opus":0.08678874723949448,"score_gpt":0.4088103045421388,"score_spread":0.3220215573026443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895011371","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011467503,0.9849256,0.000052789565,0.000578244,0.010178416,0.0031699543,0.00021334659,0.00009203304,0.0007781352],"genre_scores_gemma":[0.000090696405,0.98720956,0.00004229226,0.000027586559,0.009170624,0.00053614564,0.0026222672,0.00016102116,0.00013980657],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943311,0.00046326814,0.001432961,0.0016320072,0.0011845281,0.00095609785],"domain_scores_gemma":[0.9957802,0.00038575966,0.00047703297,0.0011750594,0.00027582826,0.001906061],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006779738,0.001029039,0.0029608756,0.0014192287,0.00013674697,0.000021736123,0.0004681053,0.00039280675,0.00080108206],"category_scores_gemma":[0.0014243309,0.0007655269,0.00036883785,0.0013252528,0.0017125916,0.00018771992,0.0005181358,0.0018571317,0.00019387665],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015564721,0.00023828945,0.00078718073,0.09955284,0.00015008268,0.00010952531,0.00005777924,4.8342265e-8,7.3951145e-7,0.00024052695,0.0027854473,0.8959219],"study_design_scores_gemma":[0.001738534,0.00045854735,0.0014876415,0.08161978,0.0007356804,0.00044105898,0.000042909847,0.0004560598,1.915908e-7,0.00021768134,0.91225237,0.000549551],"about_ca_topic_score_codex":0.000011850891,"about_ca_topic_score_gemma":4.2005925e-7,"teacher_disagreement_score":0.9094669,"about_ca_system_score_codex":0.0011192035,"about_ca_system_score_gemma":0.0007698202,"threshold_uncertainty_score":0.9994796},"labels":[],"label_agreement":null},{"id":"W2895014714","doi":"10.1371/journal.pone.0204904","title":"Is obstructive sleep apnea associated with difficult airway? Evidence from a systematic review and meta-analysis of prospective and retrospective cohort studies","year":2018,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network; Victoria Hospital; London Health Sciences Centre; Western University","funders":"Society of Anesthesia and Sleep Medicine","keywords":"Obstructive sleep apnea; Medicine; Meta-analysis; Airway; Prospective cohort study; Sleep apnea; Retrospective cohort study; Cohort study; MEDLINE; Apnea; Intensive care medicine; Internal medicine; Surgery; Biology","score_opus":0.16375403295490198,"score_gpt":0.3634606338937293,"score_spread":0.1997066009388273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895014714","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026377933,0.9819947,0.000008357556,0.000108329965,0.000010946079,0.013786499,0.0013413264,0.000057533947,0.000054527347],"genre_scores_gemma":[0.0024347682,0.99356353,0.0005950189,0.000051868275,0.000039920935,0.0027646467,0.00012692637,0.00010743544,0.0003159009],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9925799,0.0011536191,0.0017461553,0.0018015734,0.0022217426,0.00049700245],"domain_scores_gemma":[0.98841923,0.002506137,0.0023942715,0.0013657467,0.005039318,0.0002752636],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0013824112,0.0010619524,0.025035003,0.0006702402,0.00015816433,0.00005177118,0.00032410148,0.00035952128,0.00020959847],"category_scores_gemma":[0.011605118,0.00062313414,0.0013173537,0.0035059238,0.0012501144,0.00023231143,0.00040484252,0.00087267725,0.000013727658],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025481926,0.00033104405,0.003500132,0.3812801,0.6142461,0.000013871995,0.00053419743,6.1307914e-9,0.0000021150192,0.000005811453,0.00000656224,0.000054633234],"study_design_scores_gemma":[0.0002962896,0.0006022966,0.004399535,0.18203816,0.8119505,0.000009391609,0.000197544,0.000021325737,0.000033621247,0.000021026643,0.0000016689296,0.0004286584],"about_ca_topic_score_codex":0.00007896035,"about_ca_topic_score_gemma":0.00006879071,"teacher_disagreement_score":0.19924194,"about_ca_system_score_codex":0.0010976207,"about_ca_system_score_gemma":0.0001067175,"threshold_uncertainty_score":0.999622},"labels":[],"label_agreement":null},{"id":"W2895571837","doi":"10.3390/jcm7100327","title":"Evaluation of Intensity of Sleep Bruxism in Arterial Hypertension","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Cardiorespiratory fitness; Body mass index; Masticatory force; Internal medicine; Oxygen saturation; Etiology; Cardiology; Rapid eye movement sleep; Blood pressure; Anesthesia; Electroencephalography; Dentistry","score_opus":0.224397852872558,"score_gpt":0.49452558845568895,"score_spread":0.27012773558313097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895571837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922743,0.00021624303,0.00019454389,0.0037048003,0.0020252753,0.00025573192,0.0000010030228,0.000002348264,0.001325794],"genre_scores_gemma":[0.99601144,0.00006157872,0.0009577555,0.00022419004,0.0027253916,6.148772e-7,0.0000012938817,0.000010764762,0.00000699939],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99433786,0.00056173693,0.0024851698,0.00015646208,0.0022917548,0.00016704493],"domain_scores_gemma":[0.9898984,0.0008199738,0.0011696188,0.00028439166,0.007606949,0.00022066389],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.015854556,0.000103647915,0.0013239064,0.00037814825,0.00001277813,0.0000012086163,0.00014178587,0.0001682153,0.0005701266],"category_scores_gemma":[0.033790104,0.000066118766,0.00018100037,0.00033659607,0.0009777535,0.00008211339,0.000053440304,0.0005873311,0.000006222159],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017074957,0.0019062135,0.24996217,0.0001646671,0.0005541341,0.00017509391,0.00066318066,0.000005499162,0.19789502,0.00007715738,0.0017419986,0.5297799],"study_design_scores_gemma":[0.020890923,0.00931619,0.9515753,0.0009316021,0.00073414267,0.00027289172,0.00034093947,0.0051273275,0.0093397945,0.0012147186,0.0002000429,0.000056140838],"about_ca_topic_score_codex":0.00004230917,"about_ca_topic_score_gemma":0.000015849322,"teacher_disagreement_score":0.7016131,"about_ca_system_score_codex":0.0000757133,"about_ca_system_score_gemma":0.00023039013,"threshold_uncertainty_score":0.97434866},"labels":[],"label_agreement":null},{"id":"W2896417664","doi":"10.1016/j.amjcard.2018.09.038","title":"Effect of Obstructive Sleep Apnea on Cardiovascular Function in Obese Youth","year":2018,"lang":"en","type":"article","venue":"The American Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Internal medicine; Pulse wave velocity; Obstructive sleep apnea; Cardiology; Arterial stiffness; Body mass index; Blood pressure; Overweight; Polysomnography; Obesity; Diastole; Intima-media thickness; Apnea; Carotid arteries","score_opus":0.012935336518904519,"score_gpt":0.2839676291887465,"score_spread":0.271032292669842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896417664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949348,0.0004428564,0.0018376339,0.00011830465,0.0004488274,0.00026144338,0.000004868092,0.0000062184295,0.0019450675],"genre_scores_gemma":[0.9987364,0.00003333004,0.00006609583,0.000058617792,0.0010728916,0.000004634487,0.000001238672,0.000022710026,0.000004085022],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99667406,0.0018374698,0.00042392578,0.00019158963,0.0005571478,0.00031580977],"domain_scores_gemma":[0.9979924,0.0005410492,0.00038341625,0.00051805406,0.0004577531,0.00010730235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024539924,0.00016907873,0.0013423916,0.00038378398,0.00004297994,0.000003983102,0.00023603895,0.000056063698,0.0000110664205],"category_scores_gemma":[0.00068043976,0.00009835757,0.0006644367,0.0006428619,0.0016257054,0.000049325885,0.000061046376,0.0006050178,0.000016735228],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03709493,0.000054679444,0.14943545,0.000062557614,0.007244335,0.00030461574,0.0018999405,0.0016527192,0.012014449,0.00010404539,0.000030782707,0.7901015],"study_design_scores_gemma":[0.009057875,0.08628977,0.85816807,0.00014535661,0.0028140228,0.0030914554,0.006443549,0.00025867778,0.032355364,0.00029783335,0.0007784957,0.00029954163],"about_ca_topic_score_codex":0.00004590627,"about_ca_topic_score_gemma":8.101671e-7,"teacher_disagreement_score":0.78980196,"about_ca_system_score_codex":0.00015686029,"about_ca_system_score_gemma":0.000041061336,"threshold_uncertainty_score":0.59899795},"labels":[],"label_agreement":null},{"id":"W2896642743","doi":"10.1016/j.chest.2018.09.030","title":"Sleep Study and Oximetry Parameters for Predicting Postoperative Complications in Patients With OSA","year":2018,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Public Health; University of Toronto; University Health Network; Toronto General Hospital; University of British Columbia; Toronto Western Hospital","funders":"University Health Network Foundation; National Institutes of Health; Ontario Ministry of Health and Long-Term Care; Healthy Bones Australia; University Health Network; Department of Anesthesiology, Medical College of Wisconsin; National Heart, Lung, and Blood Institute; Medtronic","keywords":"Medicine; Sleep (system call); Intensive care medicine; Anesthesia; Cardiology","score_opus":0.06414865922357547,"score_gpt":0.3729589525081532,"score_spread":0.3088102932845777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896642743","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16788106,0.82049364,0.0011048963,0.00013903958,0.00025045563,0.009777743,0.00012824347,0.000028277536,0.00019664296],"genre_scores_gemma":[0.15121229,0.7902278,0.05318947,0.00028346677,0.0014673864,0.0020319843,0.0007352981,0.0007339525,0.000118349075],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980549,0.00019844613,0.000582109,0.00039799823,0.00041622896,0.00035029618],"domain_scores_gemma":[0.99821085,0.00036731292,0.00035259637,0.00028472315,0.0005261743,0.000258339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056590745,0.0003050463,0.0010749717,0.00046612477,0.00022900203,0.00009308078,0.00017332629,0.00013180728,0.000011213932],"category_scores_gemma":[0.0005093188,0.00020159732,0.00012735197,0.00037593386,0.00019303302,0.00011923232,0.00008214789,0.00096501835,0.0000067456936],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016480844,0.00089397345,0.20818724,0.002782686,0.0008984065,0.000021856717,0.00062801846,1.9848918e-7,2.8254178e-7,0.00000392377,0.000022054735,0.78639656],"study_design_scores_gemma":[0.031724703,0.024256945,0.7588634,0.021549473,0.007049014,0.0015661378,0.004158487,0.00046997648,0.000007669386,0.000061034483,0.1485908,0.0017023647],"about_ca_topic_score_codex":0.000004743705,"about_ca_topic_score_gemma":0.0000069087387,"teacher_disagreement_score":0.7846942,"about_ca_system_score_codex":0.0003822385,"about_ca_system_score_gemma":0.00009668512,"threshold_uncertainty_score":0.82208997},"labels":[],"label_agreement":null},{"id":"W2896818679","doi":"10.5664/jcsm.7398","title":"An Evaluation of the NightOwl Home Sleep Apnea Testing System","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministère de la Santé et des Services sociaux","keywords":"Medicine; Polysomnography; Sleep apnea; Actigraphy; Sleep (system call); Apnea–hypopnea index; Obstructive sleep apnea; Apnea; Correlation; Cardiology; Internal medicine; Physical therapy; Circadian rhythm","score_opus":0.16553558467993168,"score_gpt":0.46520765878918063,"score_spread":0.29967207410924895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896818679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98685765,0.00042588697,0.0011340702,0.0028852322,0.0032050535,0.00058421097,0.0000027207534,0.000020698784,0.004884497],"genre_scores_gemma":[0.99006164,0.0000061886094,0.0015406879,0.00028376197,0.008045117,0.0000038894946,0.0000017662279,0.00003327743,0.000023699382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99113464,0.0014965028,0.002942637,0.00029919625,0.0037658273,0.00036116608],"domain_scores_gemma":[0.9871337,0.0019062101,0.0020655803,0.000814917,0.007486316,0.00059327524],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.020757008,0.00021048503,0.0012604044,0.00026354264,0.00011876954,0.000011277187,0.0006168982,0.00023247728,0.0003929706],"category_scores_gemma":[0.024507957,0.00010906153,0.00032587754,0.0008855828,0.0012887171,0.00019911613,0.00009759131,0.00111345,0.000022331486],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001621639,0.0007677515,0.49862233,0.00025538405,0.0006449593,0.00006692301,0.00051896,0.000047759724,0.01264094,0.0002507495,0.00044994272,0.48411265],"study_design_scores_gemma":[0.014307241,0.011342795,0.86753845,0.0012821044,0.0022364445,0.00080342015,0.0014851255,0.09754403,0.0023848657,0.0004065492,0.00050664187,0.00016231701],"about_ca_topic_score_codex":0.000026488906,"about_ca_topic_score_gemma":0.000007964045,"teacher_disagreement_score":0.48395035,"about_ca_system_score_codex":0.00022160012,"about_ca_system_score_gemma":0.0002791783,"threshold_uncertainty_score":0.98370904},"labels":[],"label_agreement":null},{"id":"W2896973103","doi":"10.5664/jcsm.7414","title":"Twitter Discussions from a Respirology Journal Club: Role of Positive Airway Pressure Therapy for Obstructive Sleep Apnea in Patients With Stroke","year":2018,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Journal club; Club; Continuous positive airway pressure; Guideline; Stroke (engine); Positive airway pressure; Sleep apnea; Family medicine; Internal medicine; Medical education","score_opus":0.030085672111140518,"score_gpt":0.3609915324220808,"score_spread":0.3309058603109403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896973103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.686428,0.0023363708,0.0014122999,0.30256948,0.0033845257,0.0028435155,0.0006087698,0.000014638545,0.00040237227],"genre_scores_gemma":[0.78357655,0.00042013873,0.007888158,0.1420297,0.064297825,0.00007999772,0.00054197037,0.00047191707,0.00069371995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98855317,0.0016261829,0.004856821,0.00083406403,0.0031107233,0.001019026],"domain_scores_gemma":[0.98310673,0.005285737,0.0052665486,0.00084595365,0.004761195,0.000733851],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0033850418,0.00079835014,0.004501578,0.0011817276,0.00013717405,0.000027993767,0.0010162264,0.0019202995,0.00096457725],"category_scores_gemma":[0.005403764,0.00042617426,0.0010594366,0.00044207167,0.0021114168,0.00029237685,0.00017790178,0.009601861,0.000006734215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.093149535,0.0027118444,0.6195856,0.00022322882,0.01245985,0.0011713232,0.0021456236,0.000014802563,0.00048368282,0.000006926776,0.14519773,0.12284989],"study_design_scores_gemma":[0.06664931,0.06044125,0.7502797,0.0021244588,0.0031710616,0.00021231342,0.00065641064,0.00019513337,0.0002609931,0.0011913171,0.114256114,0.0005619317],"about_ca_topic_score_codex":0.000045750214,"about_ca_topic_score_gemma":0.000011801674,"teacher_disagreement_score":0.16053978,"about_ca_system_score_codex":0.00021832102,"about_ca_system_score_gemma":0.0003390631,"threshold_uncertainty_score":0.9999487},"labels":[],"label_agreement":null},{"id":"W2897196967","doi":"10.15331/jdsm.7048","title":"Cessation of Snoring Without Apnea-Hypopnea Improvement During Oral Appliance Therapy for Obstructive Sleep Apnea","year":2018,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Hypopnea; Oral appliance; Apnea; Sleep apnea; Anesthesia; Sleep (system call); Polysomnography; Computer science","score_opus":0.025545856840513335,"score_gpt":0.3293245162949829,"score_spread":0.3037786594544695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897196967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985924,0.0005955448,0.009956336,0.00052623305,0.0011878066,0.0011834907,0.000009491823,0.000020732554,0.0005963406],"genre_scores_gemma":[0.99269915,0.000058577,0.0043853847,0.00013176633,0.002504642,0.00003825568,0.000010902988,0.000066938286,0.00010436595],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9963414,0.00006779466,0.0012375856,0.0003700112,0.0014439652,0.0005392495],"domain_scores_gemma":[0.9967841,0.00013429049,0.0011326824,0.0003658553,0.0012076398,0.00037543214],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009356888,0.0003403685,0.0009839293,0.0004382349,0.00017045123,0.00001669104,0.00035128443,0.00014406203,0.00028679502],"category_scores_gemma":[0.00039254548,0.00025218708,0.0002534185,0.00052159536,0.00071804394,0.00036914783,0.000108016946,0.0004891444,0.0000075200774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0072286343,0.0004693038,0.21156761,0.00031020294,0.0008966614,0.00005882278,0.0014738583,0.000015897387,0.5877074,0.000058710397,0.00007500127,0.19013791],"study_design_scores_gemma":[0.036560748,0.014128827,0.3130475,0.00050276046,0.000586735,0.0009642511,0.0055805086,0.0031332127,0.6238239,0.00048962433,0.0007418072,0.0004401215],"about_ca_topic_score_codex":0.000046370053,"about_ca_topic_score_gemma":0.000015011812,"teacher_disagreement_score":0.18969779,"about_ca_system_score_codex":0.00046694413,"about_ca_system_score_gemma":0.000045282184,"threshold_uncertainty_score":0.999993},"labels":[],"label_agreement":null},{"id":"W2897288373","doi":"10.1007/s11325-018-1734-3","title":"Persistent sleep disordered breathing after adenoidectomy and/or tonsillectomy: a long-term survey in a tertiary pediatric hospital","year":2018,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"Sick Kids Foundation","keywords":"Adenoidectomy; Tonsillectomy; Medicine; Obstructive sleep apnea; Otorhinolaryngology; Pediatrics; Sleep apnea; Polysomnography; Apnea; Surgery; Anesthesia","score_opus":0.015175029104321657,"score_gpt":0.27402162665545104,"score_spread":0.2588465975511294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897288373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947666,0.0031297158,0.00015514993,0.0005586103,0.00023047745,0.0008639595,0.000024824492,0.00008257759,0.0001880979],"genre_scores_gemma":[0.998374,0.00016452123,0.0005075687,0.00020595633,0.00042865254,0.00007825973,0.000029807878,0.00006716686,0.00014405274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99713284,0.00023870962,0.00045446696,0.00086022815,0.00050585356,0.0008078826],"domain_scores_gemma":[0.9985993,0.00029196788,0.00009391828,0.00040578446,0.00020622028,0.0004028251],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072558166,0.00039581646,0.0005399788,0.0005811665,0.00024604378,0.00016855335,0.00015237016,0.00022348337,0.00019894748],"category_scores_gemma":[0.00043991147,0.0003151398,0.00013585079,0.00061522314,0.00030583233,0.00040089374,0.0003713766,0.00058657274,0.000024166568],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091757585,0.00028237732,0.96241796,0.00024593607,0.00016171612,0.00094279944,0.005958819,2.1538445e-7,0.00016602801,0.000002387885,0.000010846552,0.028893322],"study_design_scores_gemma":[0.0039398377,0.0009461569,0.9920056,0.0001533478,0.00021728154,0.00062995683,0.00047127056,0.001106603,0.00011641856,0.000014214513,0.000008769461,0.00039055556],"about_ca_topic_score_codex":0.0007621222,"about_ca_topic_score_gemma":0.00065190706,"teacher_disagreement_score":0.029587612,"about_ca_system_score_codex":0.00018976732,"about_ca_system_score_gemma":0.000060074854,"threshold_uncertainty_score":0.9999301},"labels":[],"label_agreement":null},{"id":"W2897683855","doi":"10.1002/ejhf.1337","title":"Treating Central Sleep Apnoea in Heart Failure: Is Pull Better Than Push?","year":2018,"lang":"en","type":"letter","venue":"European Journal of Heart Failure","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Central sleep apnea; Heart failure; Cheyne–Stokes respiration; Continuous positive airway pressure; Ejection fraction; Positive airway pressure; Hyperventilation; Cardiology; Periodic breathing; Sleep apnea; Anesthesia; Sleep and breathing; Internal medicine; Apnea; Polysomnography; Obstructive sleep apnea","score_opus":0.01691494239361007,"score_gpt":0.26524084888655014,"score_spread":0.24832590649294006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897683855","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.105262935,0.00036013214,0.00006635357,0.89183486,0.00083254406,0.00062835304,0.000057422527,0.00004672835,0.0009106983],"genre_scores_gemma":[0.24231705,0.000031060306,0.061715923,0.6283625,0.06324169,0.00001192949,0.00023610357,0.001124325,0.0029594323],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99160063,0.001941717,0.0017451344,0.0008360786,0.0020987561,0.0017776544],"domain_scores_gemma":[0.99664164,0.00023631011,0.00072832877,0.0009844239,0.00080219907,0.00060712354],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018518548,0.00084985455,0.0016621182,0.001284213,0.00018519348,0.00024353921,0.0007582089,0.000497333,0.0023620448],"category_scores_gemma":[0.00042893965,0.0007041863,0.0009501963,0.0006767719,0.00042545542,0.00040809013,0.0002806122,0.008185848,0.0011810763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019591884,0.000102792495,0.061945394,0.00024891348,0.00034913153,0.0076520448,0.0006322769,0.0000013557709,0.0027641503,6.9777275e-7,0.9249498,0.001157517],"study_design_scores_gemma":[0.0033112923,0.0013831287,0.033032645,0.0011145696,0.00021549994,0.005365259,0.00022784447,0.000028105147,0.0014157669,0.000013909839,0.9533497,0.00054227456],"about_ca_topic_score_codex":0.000029002935,"about_ca_topic_score_gemma":0.000023840495,"teacher_disagreement_score":0.26347235,"about_ca_system_score_codex":0.0004956184,"about_ca_system_score_gemma":0.00020038504,"threshold_uncertainty_score":0.9995966},"labels":[],"label_agreement":null},{"id":"W2898144492","doi":"10.1016/j.sleep.2018.10.010","title":"Pediatric sleep disorder medicine training in Canada: past, present and future","year":2018,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of British Columbia; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Sleep medicine; Competence (human resources); Medicine; Certification; Sleep (system call); Population; Pediatric Medicine; Sleep disorder; Medical education; Family medicine; Psychiatry; Psychology; Insomnia","score_opus":0.018303126867698905,"score_gpt":0.2833645595831273,"score_spread":0.26506143271542837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898144492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8847472,0.007297974,0.00020809782,0.09316575,0.0020271253,0.0012357678,0.00001691284,0.00006499258,0.011236204],"genre_scores_gemma":[0.9682732,0.00038881798,0.00018048828,0.001113359,0.02964562,0.00005090893,0.000044220596,0.000065589644,0.00023778742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99601036,0.00014429726,0.00072243554,0.0007328736,0.0014428346,0.0009471971],"domain_scores_gemma":[0.99791026,0.00028818357,0.00014940382,0.0005767126,0.00034853886,0.00072690187],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007458719,0.00040809112,0.00090854045,0.0006246111,0.00014412071,0.000006667026,0.00024365545,0.0001448246,0.0020467448],"category_scores_gemma":[0.00029062355,0.00028979147,0.000038854832,0.0012765003,0.00078496954,0.00011195099,0.00014734891,0.0007278478,0.00001773759],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048034225,0.00009513554,0.61590517,0.00033222415,0.00015864133,0.00060998945,0.0068525067,0.0000031372733,0.0004895071,0.0003714578,0.015087853,0.359614],"study_design_scores_gemma":[0.012214917,0.0018910018,0.8717368,0.00017420374,0.00034445364,0.00027393486,0.018192671,0.00284553,0.0000665909,0.00025309745,0.091593176,0.00041358412],"about_ca_topic_score_codex":0.33676696,"about_ca_topic_score_gemma":0.39333603,"teacher_disagreement_score":0.35920045,"about_ca_system_score_codex":0.0005596802,"about_ca_system_score_gemma":0.00041022082,"threshold_uncertainty_score":0.9999554},"labels":[],"label_agreement":null},{"id":"W2898161740","doi":"10.1016/j.jsmc.2018.07.002","title":"Transcranial Magnetic Stimulation","year":2018,"lang":"en","type":"review","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Transcranial magnetic stimulation; Medicine; Obstructive sleep apnea; Physical medicine and rehabilitation; Sleep (system call); Airway; Sleep Bruxism; Stimulation; Physical therapy; Neuroscience; Electromyography; Anesthesia; Internal medicine","score_opus":0.10174031896678411,"score_gpt":0.44188502909188554,"score_spread":0.34014471012510145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898161740","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000029389304,0.9889761,0.00047814433,0.00042993823,0.0024902797,0.0029512309,0.000058201862,0.00016368537,0.0044229985],"genre_scores_gemma":[0.00003626686,0.9896426,0.0007551253,0.00031001997,0.006838084,0.00010447459,0.0008389917,0.00022245967,0.0012519686],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994263,0.00041462312,0.002053517,0.0010882941,0.001421102,0.0007594592],"domain_scores_gemma":[0.99587107,0.0010805568,0.00050945533,0.0013204039,0.0005809646,0.0006375554],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014775092,0.000792762,0.0037393623,0.0007645359,0.00012392641,0.000018502835,0.00048277175,0.00095756043,0.0045492463],"category_scores_gemma":[0.0017898271,0.00056559005,0.0008900222,0.0010875883,0.0010210334,0.000072124414,0.00010853209,0.0016545567,0.0020500245],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010620184,0.00016371356,0.00004145103,0.01429047,0.00032311704,0.00013339621,0.000100900485,1.239923e-7,7.252659e-7,0.000055516557,0.002032405,0.98275197],"study_design_scores_gemma":[0.0033771517,0.0036355087,0.000091790855,0.012215017,0.0068081208,0.00023422728,0.00003211526,0.00034724083,2.1957783e-7,0.00009075001,0.97275394,0.0004138973],"about_ca_topic_score_codex":0.000010237013,"about_ca_topic_score_gemma":0.0000044940866,"teacher_disagreement_score":0.9823381,"about_ca_system_score_codex":0.00031594007,"about_ca_system_score_gemma":0.00030846632,"threshold_uncertainty_score":0.99967957},"labels":[],"label_agreement":null},{"id":"W2898422733","doi":"10.1113/jp276848","title":"What short‐term potentiation is and why it may be relevant to obstructive sleep apnoea","year":2018,"lang":"en","type":"letter","venue":"The Journal of Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Sleep (system call); Long-term potentiation; Term (time); Medicine; Neuroscience; Cardiology; Psychology; Internal medicine; Computer science; Physics","score_opus":0.02918437439557342,"score_gpt":0.3156616547257937,"score_spread":0.2864772803302203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898422733","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38978642,0.0004551681,0.0001128859,0.60750395,0.0015411202,0.00047505554,0.000025014577,0.000007782011,0.00009264061],"genre_scores_gemma":[0.22974145,0.0011957118,0.00059613906,0.75153196,0.015743753,0.000013686432,0.00007415128,0.00014326812,0.00095989654],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971135,0.0005431446,0.0006501822,0.0003592918,0.0007851803,0.0005486463],"domain_scores_gemma":[0.99728894,0.00042611294,0.0005031514,0.0005949758,0.0010060054,0.00018082884],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006070256,0.0003639116,0.0008987689,0.00042722822,0.00014033876,0.000056182238,0.00049399195,0.0005552354,0.0005870041],"category_scores_gemma":[0.00021245333,0.00022604351,0.0002327931,0.00020660729,0.0005757976,0.00030987273,0.00028995879,0.0024198876,0.000054197626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017023255,0.000056646877,0.00017060667,0.00024782328,0.0014712339,0.00024202734,0.0027659493,0.0000036670071,0.2662453,0.000009409325,0.718257,0.008828026],"study_design_scores_gemma":[0.004757042,0.012372028,0.11343424,0.0015852884,0.0041075503,0.008293248,0.003477888,0.00025740158,0.039959107,0.0063853003,0.8040176,0.001353301],"about_ca_topic_score_codex":0.00001546855,"about_ca_topic_score_gemma":0.000004473972,"teacher_disagreement_score":0.22628619,"about_ca_system_score_codex":0.00023285042,"about_ca_system_score_gemma":0.000067771245,"threshold_uncertainty_score":0.99988157},"labels":[],"label_agreement":null},{"id":"W2898583227","doi":"10.1016/j.sleep.2018.10.009","title":"Predictors of CPAP adherence following stroke and transient ischemic attack","year":2018,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Heart and Stroke Foundation; Sunnybrook Health Science Centre","funders":"Canadian Stroke Network","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Stroke (engine); Polysomnography; Logistic regression; Sleep apnea; Internal medicine; Body mass index; Univariate analysis; Physical therapy; Bayesian multivariate linear regression; Cardiology; Multivariate analysis; Apnea; Anesthesia; Regression analysis","score_opus":0.028902693871247803,"score_gpt":0.32560416488443333,"score_spread":0.29670147101318556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898583227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9653333,0.0009892016,0.00040635967,0.00084820663,0.0006197868,0.00051140174,0.000011471041,0.000050125098,0.031230178],"genre_scores_gemma":[0.9976747,0.000031035936,0.0005020172,0.00015084587,0.00070901035,0.000015251723,0.000015176306,0.00003085479,0.00087112683],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99784297,0.000049101232,0.00043351378,0.00040512584,0.00085848867,0.00041080805],"domain_scores_gemma":[0.99877566,0.00012518163,0.00009383956,0.00041547182,0.0002550948,0.0003347659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044711903,0.0002067888,0.0005307213,0.00021813797,0.00006746112,0.000004173934,0.00014788152,0.000108725355,0.0007333635],"category_scores_gemma":[0.00038776998,0.00015570609,0.00009298196,0.00034598974,0.0010076269,0.000090353635,0.0000687486,0.00028541588,0.000034169603],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071997446,0.00018902401,0.32810655,0.00039644257,0.00073996285,0.000106413405,0.0035105792,5.191322e-7,0.6115891,0.000043846394,0.010756895,0.043840703],"study_design_scores_gemma":[0.032640945,0.019362,0.57900804,0.002179511,0.0021350745,0.00033395574,0.006744514,0.003008754,0.26835173,0.000026073805,0.0853871,0.0008223047],"about_ca_topic_score_codex":0.00005427416,"about_ca_topic_score_gemma":0.000014426868,"teacher_disagreement_score":0.34323737,"about_ca_system_score_codex":0.000057520516,"about_ca_system_score_gemma":0.000034993525,"threshold_uncertainty_score":0.8029816},"labels":[],"label_agreement":null},{"id":"W2898842225","doi":"10.1016/j.anclin.2018.07.004","title":"Preoperative Evaluation","year":2018,"lang":"en","type":"review","venue":"Anesthesiology Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; London Health Sciences Centre; University of Toronto; University Health Network; Victoria Hospital; Western University","funders":"University Health Network Foundation; Ontario Ministry of Health and Long-Term Care; Medtronic; Anesthesia Patient Safety Foundation","keywords":"Medicine; American society of anesthesiologists; Surgery","score_opus":0.18248173026098952,"score_gpt":0.4882553695873139,"score_spread":0.3057736393263244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898842225","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006461569,0.99413836,0.000005052492,0.000045400477,0.00036514935,0.0027439457,0.0000127718495,0.00005521343,0.0019879525],"genre_scores_gemma":[0.000024860527,0.99656093,0.000544659,0.0002122732,0.000877006,0.00036878558,0.0005581969,0.00008161103,0.0007716649],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99595,0.0014904586,0.0008993488,0.0007835548,0.00046443075,0.00041223172],"domain_scores_gemma":[0.9965964,0.0011529688,0.00038925125,0.0008974998,0.0007962015,0.00016767475],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023130726,0.00040421842,0.0022178346,0.00026373405,0.00009711843,0.00001355429,0.00028433255,0.0011078741,0.0009191022],"category_scores_gemma":[0.0026835706,0.0002832471,0.00058015424,0.0003358611,0.00055159425,0.00004542336,0.000110291265,0.0009079856,0.0047005145],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000349853,0.00010127036,0.0005172041,0.0026581332,0.00035796783,0.00006440626,0.00003771841,3.5352933e-8,5.4457743e-8,0.000056860983,0.0006952048,0.9954762],"study_design_scores_gemma":[0.0004965527,0.0014040725,0.00045905326,0.0020269072,0.0027899516,0.0004747695,0.000015387443,0.000072325776,6.961797e-7,0.000120653865,0.99190426,0.00023538672],"about_ca_topic_score_codex":0.0000020184932,"about_ca_topic_score_gemma":0.0000019856839,"teacher_disagreement_score":0.99524075,"about_ca_system_score_codex":0.00024211183,"about_ca_system_score_gemma":0.0009485692,"threshold_uncertainty_score":0.9999942},"labels":[],"label_agreement":null},{"id":"W2899006180","doi":"10.1513/annalsats.201802-136oc","title":"Cardiovascular Outcomes and All-Cause Mortality in Patients with Obstructive Sleep Apnea and Chronic Obstructive Pulmonary Disease (Overlap Syndrome)","year":2018,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; University of British Columbia; University of Toronto; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; COPD; Hypoxemia; Obstructive sleep apnea; Heart failure; Continuous positive airway pressure; Cardiology; Myocardial infarction; Sleep apnea; Internal medicine; Positive airway pressure; Hypopnea; Proportional hazards model; Apnea–hypopnea index; Polysomnography; Apnea","score_opus":0.043942220881235776,"score_gpt":0.3540936501741629,"score_spread":0.3101514292929271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899006180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99741447,0.0008057465,0.000039585848,0.000506718,0.00006688934,0.0009534878,0.000106445,0.000026960663,0.00007972601],"genre_scores_gemma":[0.9989679,0.00012806973,0.00042987734,0.00030450342,0.000051066767,0.000040245453,0.000013244386,0.000047715108,0.000017387993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99715906,0.00027966703,0.00033488483,0.00067548745,0.0009985861,0.0005522989],"domain_scores_gemma":[0.99774605,0.00014105225,0.0003114992,0.0010305136,0.00044474,0.00032614163],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00041397611,0.00034283698,0.0008921751,0.00007780985,0.00015355606,0.000023102395,0.0002443878,0.00006628309,0.000010663326],"category_scores_gemma":[0.00019860228,0.00023210104,0.000425911,0.00068761257,0.0038124428,0.0002492453,0.00040234206,0.0003878708,0.0000022858287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005764581,0.0001846846,0.9587765,0.00015419746,0.005222407,0.000028485916,0.0005389234,0.0000070134656,0.000058533158,0.000019162626,0.000007090167,0.0344266],"study_design_scores_gemma":[0.0008494825,0.00045333157,0.9950958,0.000059689475,0.00091848715,0.000021787413,0.0013534835,0.0003663545,0.00037587652,0.00022864043,0.000030422516,0.00024667286],"about_ca_topic_score_codex":0.00032902404,"about_ca_topic_score_gemma":0.00001257168,"teacher_disagreement_score":0.036319327,"about_ca_system_score_codex":0.00014825391,"about_ca_system_score_gemma":0.00007956541,"threshold_uncertainty_score":0.9988986},"labels":[],"label_agreement":null},{"id":"W2899357647","doi":"10.1164/rccm.201810-1935ed","title":"Arousability in Obstructive Sleep Apnea: Friend or Foe?","year":2018,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep (system call); Sleep apnea syndromes; Apnea; Sleep apnea; Polysomnography; Anesthesia; Intensive care medicine; Audiology","score_opus":0.02999001413598558,"score_gpt":0.3500615854294949,"score_spread":0.3200715712935093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899357647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6039404,0.0064009675,0.00036278617,0.3841563,0.0016242526,0.0008739645,0.00008699441,0.00003878595,0.0025155267],"genre_scores_gemma":[0.79744166,0.000036397552,0.000824001,0.18981013,0.011722395,0.000019596902,0.0000143946245,0.000098467084,0.000032963457],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99451894,0.00087050983,0.0013727557,0.00070214114,0.0017000271,0.00083564175],"domain_scores_gemma":[0.9938952,0.002169041,0.00046706578,0.0006075381,0.0021989932,0.0006621946],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010882756,0.0005565668,0.0022196763,0.00086773775,0.00011308719,0.00002780943,0.00037159,0.00047841136,0.0006465724],"category_scores_gemma":[0.007943962,0.00036654843,0.00023508917,0.0008401098,0.009437239,0.00018471968,0.00013940227,0.004848243,0.000009164399],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013063793,0.000464447,0.14735703,0.006149327,0.001061153,0.06890276,0.010408461,4.3227877e-7,0.0011198955,0.00023201574,0.1059125,0.64532816],"study_design_scores_gemma":[0.0121398205,0.09433949,0.07094651,0.0034340948,0.002386086,0.008278001,0.066406175,0.000026137091,0.00073928374,0.0011719407,0.73860043,0.0015320202],"about_ca_topic_score_codex":0.000050166473,"about_ca_topic_score_gemma":0.000017054297,"teacher_disagreement_score":0.64379615,"about_ca_system_score_codex":0.0005197356,"about_ca_system_score_gemma":0.00035670385,"threshold_uncertainty_score":0.99987864},"labels":[],"label_agreement":null},{"id":"W2899495424","doi":"10.1016/j.sleep.2018.10.017","title":"The dark side of adherence-a commentary on Palm et al. (2018) factors influencing adherence to continuous positive airway pressure treatment in obstructive sleep apnea and mortality associated with treatment failure – A national registry-based cohort study. Sleep Med. 2018 Jul 17; 51: 85–91","year":2018,"lang":"en","type":"letter","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Medicine; Positive airway pressure; Sleep apnea; Intensive care medicine; COPD; Cardiology; Internal medicine","score_opus":0.025005743172567436,"score_gpt":0.31251720953426493,"score_spread":0.2875114663616975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899495424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8283824,0.0004080591,0.00004456906,0.15332592,0.00060456106,0.013217744,0.0022430676,0.00011179745,0.0016619288],"genre_scores_gemma":[0.9363024,0.000038152986,0.00014047,0.057195652,0.0007515549,0.0016656447,0.0031475192,0.00018746346,0.00057110016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98930883,0.0015311962,0.0016098784,0.0021284446,0.004080159,0.0013415134],"domain_scores_gemma":[0.9916344,0.0030590473,0.0014147167,0.0016452726,0.0016866962,0.00055983657],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0015333908,0.0016266993,0.0028574741,0.00075639016,0.0004277662,0.00007721531,0.0006700067,0.0007168201,0.00020763765],"category_scores_gemma":[0.001434264,0.0009855184,0.00026401045,0.000998776,0.0022787515,0.00018240309,0.00020595727,0.0020100903,0.000010181724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030784141,0.0019228066,0.82593566,0.0001514254,0.011302289,0.0011822401,0.0057535917,0.00010293241,0.0002632792,0.000005276669,0.14618999,0.004112101],"study_design_scores_gemma":[0.023745805,0.058323078,0.87890655,0.002360449,0.0045745457,0.000041724437,0.008163072,0.00047082934,0.0013200205,0.00006277074,0.02071146,0.0013197081],"about_ca_topic_score_codex":0.012199266,"about_ca_topic_score_gemma":0.011949995,"teacher_disagreement_score":0.12547854,"about_ca_system_score_codex":0.00347873,"about_ca_system_score_gemma":0.00046615477,"threshold_uncertainty_score":0.99964803},"labels":[],"label_agreement":null},{"id":"W2899635994","doi":"10.1007/s10840-018-0482-4","title":"Cardiac effects of CPAP treatment in patients with obstructive sleep apnea and atrial fibrillation","year":2018,"lang":"en","type":"article","venue":"Journal of Interventional Cardiac Electrophysiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; St. Michael's Hospital; Sunnybrook Health Science Centre; University Health Network; University of Toronto; Health Sciences Centre","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Continuous positive airway pressure; Obstructive sleep apnea; Cardiology; Ambulatory; Premature atrial contraction; Anesthesia; Apnea–hypopnea index; Sleep apnea; Polysomnography; Apnea","score_opus":0.0056765742194845896,"score_gpt":0.26987352362511097,"score_spread":0.2641969494056264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899635994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99796194,0.0009079942,0.00008082961,0.000046579782,0.00047900734,0.000455311,0.000014698152,0.0000033199071,0.000050340965],"genre_scores_gemma":[0.99832064,0.00003636144,0.00045968304,0.0000041738135,0.0011240352,0.0000038743774,0.000020500202,0.000017529599,0.000013188037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983572,0.00032198272,0.0004956286,0.00020147953,0.0003773324,0.00024641753],"domain_scores_gemma":[0.99822533,0.00023709665,0.00040204177,0.00012996935,0.0009087223,0.000096845935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016017037,0.00016700209,0.0007715766,0.000346811,0.00003489968,0.0000063532175,0.000055307108,0.00009661121,0.000022448612],"category_scores_gemma":[0.00018583743,0.000118935044,0.00057066884,0.00022037482,0.0002768322,0.00011757109,0.000035844838,0.00020156585,0.0000027356698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021825716,0.00028455455,0.8151878,0.00022550432,0.0043857954,0.00003036166,0.0002433188,0.000038798942,0.0929342,0.00048139232,0.000019659636,0.064342886],"study_design_scores_gemma":[0.0050751013,0.028904464,0.94810164,0.000090885835,0.00029431237,0.000016631318,0.00002424561,0.00003020387,0.016951447,0.00036095345,0.00006211228,0.00008798287],"about_ca_topic_score_codex":0.000026523343,"about_ca_topic_score_gemma":0.0000019110032,"teacher_disagreement_score":0.13291384,"about_ca_system_score_codex":0.00035095494,"about_ca_system_score_gemma":0.00007295564,"threshold_uncertainty_score":0.48500305},"labels":[],"label_agreement":null},{"id":"W2899936561","doi":"10.1183/13993003.01626-2018","title":"Predictors of 1-year compliance with adaptive servoventilation in patients with heart failure and sleep disordered breathing: preliminary data from the ADVENT-HF trial","year":2018,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; Canadian Sleep & Circadian Network; Women's College Hospital; Toronto Rehabilitation Institute; University Health Network","funders":"Canadian Institutes of Health Research; Istituto Auxologico Italiano; Faculdade de Medicina da Universidade de São Paulo; London Health Sciences Centre; Universitätsklinikum Regensburg; Toronto Rehabilitation Institute; University of Ottawa; McGill University; McGill University Health Centre; Queen's University; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; McMaster University; University of Toronto; Dalhousie University; University Health Network","keywords":"Medicine; Heart failure; Sleep disordered breathing; Sleep (system call); Compliance (psychology); Breathing; Clinical trial; Randomized controlled trial; Cardiology; Internal medicine; Physical therapy; Intensive care medicine; Anesthesia; Obstructive sleep apnea","score_opus":0.05187078876547984,"score_gpt":0.2775970953847481,"score_spread":0.22572630661926824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899936561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98130316,0.0005103833,0.00019255071,0.0144676315,0.00033488113,0.002180044,0.00069444766,0.000026705453,0.00029018635],"genre_scores_gemma":[0.9583993,0.000016046435,0.0030355197,0.026154438,0.010321336,0.000019508761,0.0014775145,0.0004632573,0.00011308801],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952193,0.0014894364,0.0007073421,0.00071597286,0.0014457179,0.00042225717],"domain_scores_gemma":[0.99711996,0.00023404697,0.0007455243,0.0012111748,0.00053089095,0.00015840316],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010354274,0.00041082362,0.00062166405,0.00022680996,0.00020252423,0.00010515548,0.000751426,0.0001858172,0.000121400444],"category_scores_gemma":[0.00020582332,0.00025013805,0.000073595125,0.00027855433,0.00057099346,0.00039709202,0.0004461325,0.0029432748,0.00002078735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07756035,0.00037056112,0.7606207,0.00014105251,0.0009032322,0.0006843528,0.00047871395,0.000011843765,0.000021069847,5.8816795e-7,0.1583825,0.00082501303],"study_design_scores_gemma":[0.04837039,0.009014863,0.8706348,0.0017736547,0.0004274015,0.000057907902,0.00024280687,0.00010506537,0.000011089975,0.0000047946887,0.06903518,0.00032202122],"about_ca_topic_score_codex":0.00001573044,"about_ca_topic_score_gemma":0.000021252,"teacher_disagreement_score":0.1100141,"about_ca_system_score_codex":0.00011676588,"about_ca_system_score_gemma":0.0001579155,"threshold_uncertainty_score":0.9999951},"labels":[],"label_agreement":null},{"id":"W2899967048","doi":"10.1051/medsci/201834f112","title":"Effects of continuous positive airway pressure on elderly patients with obstructive sleep apnea: a meta-analysis","year":2018,"lang":"en","type":"review","venue":"médecine/sciences","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Neurocognitive; Meta-analysis; Sleep apnea; Clinical trial; Apnea; Internal medicine; Quality of life (healthcare); Airway; Anesthesia; Cardiology; Cognition","score_opus":0.03823289574624201,"score_gpt":0.3353711165227223,"score_spread":0.2971382207764803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899967048","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026169906,0.9870179,0.00025432624,0.000050990475,0.00020470115,0.0051067807,0.00043899825,0.000057887006,0.0042513763],"genre_scores_gemma":[0.21628177,0.7533502,0.015450974,0.0005369265,0.0018577127,0.0042276666,0.0011354538,0.0009476346,0.006211684],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99249095,0.0009174319,0.0010577758,0.0018423689,0.002807472,0.00088399724],"domain_scores_gemma":[0.9939332,0.0023963233,0.0013036897,0.00089653325,0.001151077,0.0003191953],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008911503,0.0010365978,0.0072306544,0.0018118593,0.00034345983,0.00009451148,0.0009866251,0.000409197,0.0003809177],"category_scores_gemma":[0.0007942772,0.0005696127,0.0027713315,0.0047317664,0.002557891,0.0002203416,0.0002461359,0.00073663465,0.00007226369],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060336717,0.002767603,0.004371023,0.01821539,0.57571274,0.00014354177,0.00045283063,0.000025327989,0.0000053680697,0.0009841507,0.00018604091,0.39653262],"study_design_scores_gemma":[0.0032822834,0.018551039,0.009166259,0.0021089292,0.93725413,0.000027317239,0.00010444614,0.00006031463,0.00029045015,0.000072399474,0.027976261,0.0011061713],"about_ca_topic_score_codex":0.00008571449,"about_ca_topic_score_gemma":0.000012439419,"teacher_disagreement_score":0.39542645,"about_ca_system_score_codex":0.00013763948,"about_ca_system_score_gemma":0.00024209304,"threshold_uncertainty_score":0.9996755},"labels":[],"label_agreement":null},{"id":"W2900097455","doi":"10.1164/rccm.201808-1493oc","title":"The Combination of Atomoxetine and Oxybutynin Greatly Reduces Obstructive Sleep Apnea Severity. A Randomized, Placebo-controlled, Double-Blind Crossover Trial","year":2018,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":280,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Institutes of Health; Università degli Studi di Brescia; National Health and Medical Research Council; Menzies Foundation; American Thoracic Society; National Center for Research Resources; Medical Research Council; American Heart Association","keywords":"Medicine; Placebo; Oxybutynin; Anesthesia; Polysomnography; Obstructive sleep apnea; Crossover study; Interquartile range; Sleep apnea; Randomized controlled trial; Atomoxetine; Continuous positive airway pressure; Apnea; Internal medicine; Overactive bladder; Attention deficit hyperactivity disorder","score_opus":0.024969354822802672,"score_gpt":0.3510134833500696,"score_spread":0.32604412852726694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900097455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887855,0.005110893,0.00027764315,0.0029088163,0.00048102404,0.0012625208,0.0000063980247,0.000009290643,0.0011579295],"genre_scores_gemma":[0.99815065,0.00008181975,0.00021099183,0.0003167017,0.0011535108,0.000038932612,0.0000015487037,0.00002391446,0.000021942114],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99627626,0.0008355427,0.0011539927,0.00030048657,0.0010604229,0.0003732833],"domain_scores_gemma":[0.9925803,0.003403825,0.00060556387,0.000245838,0.0026922766,0.00047219623],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002768368,0.00027021737,0.0017428775,0.00029536043,0.0003156201,0.000046239107,0.00017594946,0.00009655402,0.00006552061],"category_scores_gemma":[0.0064472468,0.00015226475,0.00021555412,0.00039781578,0.0130885895,0.0001836596,0.00008188424,0.00062216655,0.0000010466109],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9350954,0.00008865425,0.00059726427,0.00007791238,0.00036100857,0.00007486448,0.0018741875,1.03943194e-7,0.0010667857,0.0021063252,0.000027616305,0.05862986],"study_design_scores_gemma":[0.9601431,0.018486483,0.00087557867,0.00018778736,0.0010275971,0.00043462822,0.014139392,0.000085480766,0.0034387326,0.000542937,0.00047825318,0.00016005097],"about_ca_topic_score_codex":0.000033793487,"about_ca_topic_score_gemma":0.000005654724,"teacher_disagreement_score":0.05846981,"about_ca_system_score_codex":0.00007879379,"about_ca_system_score_gemma":0.00014311106,"threshold_uncertainty_score":0.9895972},"labels":[],"label_agreement":null},{"id":"W2900253513","doi":"10.1503/cmaj.70459","title":"Treatment options for obstructive sleep apnea","year":2018,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Royal Inland Hospital","funders":"","keywords":"Throat; Obstructive sleep apnea; Ear nose and throat; Gold standard (test); Medicine; Sleep apnea; Nose; Sleep apnea syndromes; Sleep (system call); Continuous positive airway pressure; Apnea; Anesthesia; Surgery; Computer science; Internal medicine; Polysomnography","score_opus":0.01900864186242711,"score_gpt":0.2939820966874976,"score_spread":0.27497345482507046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900253513","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011826676,0.00023239842,0.000517466,0.9882577,0.003229028,0.0010363627,0.00074480637,0.000036491587,0.0047630793],"genre_scores_gemma":[0.0024090058,0.00016191968,0.0028692647,0.8501815,0.12600246,0.00036082673,0.0014558409,0.0002518906,0.016307289],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945744,0.00027868932,0.0006844459,0.0004691453,0.0026426297,0.0013506426],"domain_scores_gemma":[0.9939605,0.000616052,0.0004345533,0.00030978172,0.002302651,0.0023764418],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00085345714,0.00039443685,0.00075143436,0.000737217,0.000596516,0.00016478308,0.00033930893,0.0026153093,0.007599012],"category_scores_gemma":[0.003678763,0.000339061,0.00057157077,0.00030827685,0.00019390167,0.00010970116,0.000023117884,0.00377027,0.0005832934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028908576,0.000032457032,0.0019888268,0.000037334146,0.0014058742,0.0021435227,0.00014303428,2.1120236e-7,0.0000034982575,0.000046106565,0.9450049,0.049165335],"study_design_scores_gemma":[0.002746569,0.0006286502,0.0017515392,0.000058612775,0.00038486609,0.0020154326,0.00014546122,0.00045343154,0.000017317934,0.0002906384,0.9912297,0.0002777805],"about_ca_topic_score_codex":0.0012077057,"about_ca_topic_score_gemma":0.0040275096,"teacher_disagreement_score":0.1380762,"about_ca_system_score_codex":0.01219944,"about_ca_system_score_gemma":0.0047792923,"threshold_uncertainty_score":0.9999061},"labels":[],"label_agreement":null},{"id":"W2900887923","doi":"10.1177/0271678x18814106","title":"Obstructive sleep apnea during REM sleep and daytime cerebral functioning: A regional cerebral blood flow study using high-resolution SPECT","year":2018,"lang":"en","type":"article","venue":"Journal of Cerebral Blood Flow & Metabolism","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université du Québec à Montréal; Montreal Neurological Institute and Hospital; Canadian Sleep & Circadian Network; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Non-rapid eye movement sleep; Cerebral blood flow; Obstructive sleep apnea; Medicine; Anesthesia; Cerebral perfusion pressure; Insula; Polysomnography; Sleep (system call); Sleep and breathing; Temporal cortex; Apnea; Psychology; Cardiology; Eye movement; Neuroscience; Ophthalmology","score_opus":0.020253669151166852,"score_gpt":0.2681341673432961,"score_spread":0.24788049819212923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900887923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930508,0.0013100951,0.0008054501,0.00054815185,0.002557638,0.0012204661,0.000050546463,0.00010909093,0.00034772023],"genre_scores_gemma":[0.9562466,0.000027754915,0.03375516,0.000109790344,0.009458023,0.000015988056,0.000018452449,0.00018766471,0.0001805726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99191314,0.00076204806,0.0019141347,0.0012034588,0.0026991556,0.0015080869],"domain_scores_gemma":[0.9945702,0.00018274478,0.0012630166,0.0009283811,0.0019295788,0.0011260563],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014142249,0.00095045276,0.0019963991,0.0014521399,0.0009792948,0.00031634016,0.00059256924,0.0003849217,0.0008725462],"category_scores_gemma":[0.0006957446,0.0008324867,0.00067862583,0.0013617157,0.0008620236,0.0016709126,0.0005115878,0.002119027,0.000045860445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022470163,0.012556959,0.6448853,0.0007630269,0.032153413,0.0049192808,0.01737752,0.001899497,0.21162614,0.0016704142,0.00039023216,0.04928804],"study_design_scores_gemma":[0.040232506,0.004144192,0.8665827,0.0002464741,0.009047026,0.015709981,0.003279384,0.026256604,0.03223257,0.00076496665,0.00031233838,0.0011912393],"about_ca_topic_score_codex":0.00025588655,"about_ca_topic_score_gemma":0.000073084164,"teacher_disagreement_score":0.2216974,"about_ca_system_score_codex":0.00034376027,"about_ca_system_score_gemma":0.00027530701,"threshold_uncertainty_score":0.9994126},"labels":[],"label_agreement":null},{"id":"W2901383119","doi":"10.3389/fendo.2018.00659","title":"A Pilot Randomized-Controlled Trial on the Effect of CPAP Treatment on Glycemic Control in Gestational Diabetes: Study Design and Methods","year":2018,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Continuous positive airway pressure; Gestational diabetes; Glycemic; Randomized controlled trial; Population; Pregnancy; Apnea–hypopnea index; Sleep apnea; Obstructive sleep apnea; Polysomnography; Obstetrics; Diabetes mellitus; Apnea; Gestation; Internal medicine; Endocrinology","score_opus":0.023395499755748422,"score_gpt":0.35121181036784604,"score_spread":0.3278163106120976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901383119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97259676,0.0003072389,0.0065546255,0.0005384252,0.00078628754,0.018824995,0.000003483215,0.000015148464,0.0003730073],"genre_scores_gemma":[0.99175423,0.000028076747,0.0034872144,0.00008940026,0.00011965232,0.004455399,0.000001890654,0.00002091547,0.000043191343],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9897084,0.00853432,0.0005940793,0.0004075157,0.0002800769,0.00047560164],"domain_scores_gemma":[0.98544353,0.013950691,0.00016546747,0.00031854442,0.000062644096,0.000059137248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025904558,0.00025968414,0.0020852743,0.0006458082,0.00005092057,0.000007883929,0.00012935993,0.000056238514,0.000041612766],"category_scores_gemma":[0.0042614536,0.00014000213,0.00015463744,0.0001993871,0.0007358451,0.000026081118,0.000028081737,0.00032504933,0.0000049321065],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95170057,0.0009176477,0.030066762,0.000010405942,0.0010970455,0.000043371543,0.00037079104,0.00003497985,0.00063160335,0.00018455529,0.000041544772,0.014900708],"study_design_scores_gemma":[0.91320825,0.072378784,0.0034264482,0.000025266305,0.0003145571,0.0000040895493,0.0001889323,0.006985325,0.0029534614,0.00042144684,0.000010144946,0.000083284714],"about_ca_topic_score_codex":0.00005430038,"about_ca_topic_score_gemma":0.000009282437,"teacher_disagreement_score":0.07146113,"about_ca_system_score_codex":0.0002931565,"about_ca_system_score_gemma":0.000053716667,"threshold_uncertainty_score":0.5709121},"labels":[],"label_agreement":null},{"id":"W2901617839","doi":"10.1080/24745332.2018.1512841","title":"Clinical pathways and wait times for OSA care in Ontario, Canada: A population cohort study","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Ottawa Hospital; Institute for Clinical Evaluative Sciences; Western University","funders":"Schulich School of Medicine and Dentistry; Institute for Clinical Evaluative Sciences; Ontario Ministry of Health and Long-Term Care; Academic Medical Organization of Southwestern Ontario","keywords":"Medicine; Cohort; Demography; Gerontology; Emergency medicine; Internal medicine; Sociology","score_opus":0.04718191798497578,"score_gpt":0.35114111872972076,"score_spread":0.303959200744745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901617839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99198973,0.0054023867,0.000017230685,0.00058030855,0.00052446156,0.0007101297,0.000023839679,0.0000030401206,0.00074887846],"genre_scores_gemma":[0.9979858,0.00000430424,0.00012147735,0.0010595662,0.0007767569,0.000010850818,0.000011317192,0.000020598976,0.000009364151],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786556,0.00017891423,0.0007517148,0.00030526772,0.00047770623,0.00042084602],"domain_scores_gemma":[0.9962867,0.00039986064,0.00007992463,0.00019441253,0.001505767,0.0015333504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097619597,0.00017360995,0.0006831574,0.000371594,0.00017665117,0.000020793663,0.00009763921,0.00013510413,0.0002112421],"category_scores_gemma":[0.0028398558,0.00013911091,0.000054622953,0.00014510365,0.00062003185,0.00009328652,0.000019332645,0.0005952974,4.1505834e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025020706,0.000019220148,0.9685726,0.00010077568,0.000062040934,0.0008972462,0.0021918546,1.0002412e-7,0.000014930384,0.00021878358,0.0004184107,0.027253803],"study_design_scores_gemma":[0.003728483,0.008745785,0.965342,0.00018197698,0.00030425796,0.00009756606,0.01383872,0.000014492947,0.000014350302,0.00006119237,0.0075456128,0.00012558176],"about_ca_topic_score_codex":0.79909813,"about_ca_topic_score_gemma":0.99768233,"teacher_disagreement_score":0.1985842,"about_ca_system_score_codex":0.001050567,"about_ca_system_score_gemma":0.0027452342,"threshold_uncertainty_score":0.56727785},"labels":[],"label_agreement":null},{"id":"W2901676213","doi":"10.1016/j.ebiom.2018.11.027","title":"Cardiovascular sequelae of sleep apnea: In your brain and in your gut","year":2018,"lang":"en","type":"letter","venue":"EBioMedicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Intermittent hypoxia; Medicine; Carotid body; Hypoxia (environmental); Obstructive sleep apnea; Sleep apnea; Blood pressure; Population; Apnea; Cardiology; Internal medicine; Oxygen","score_opus":0.03233754821746255,"score_gpt":0.3115767375845971,"score_spread":0.27923918936713454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901676213","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31824565,0.014503667,0.00023969072,0.65878195,0.0012421396,0.0029514113,0.00015441702,0.00008437144,0.0037966976],"genre_scores_gemma":[0.7024561,0.0006004752,0.0019848233,0.26272446,0.024470326,0.0003129083,0.0020854084,0.0006707183,0.0046947864],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949513,0.0003546004,0.000993992,0.0010209216,0.0017295502,0.00094963296],"domain_scores_gemma":[0.99772716,0.00027096833,0.00020718548,0.0012692631,0.0003054455,0.0002199835],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001811834,0.000570697,0.0021671823,0.00242077,0.000032312946,0.000013000602,0.0003593345,0.0011199019,0.00031826535],"category_scores_gemma":[0.00095306156,0.00048291334,0.00031705815,0.0013735476,0.0011911775,0.00008755176,0.0002901249,0.0027547476,0.000052343657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013663142,0.0005730558,0.080988854,0.0111761475,0.0053643393,0.0366819,0.0048313695,0.000005730442,0.030665124,0.000015476486,0.7237695,0.10456219],"study_design_scores_gemma":[0.021781446,0.0020360786,0.14864124,0.0024929033,0.0008808379,0.0013024186,0.0011380734,0.00074716087,0.0011935831,0.00028459344,0.8184354,0.0010662803],"about_ca_topic_score_codex":0.0010757586,"about_ca_topic_score_gemma":0.000059329577,"teacher_disagreement_score":0.39605752,"about_ca_system_score_codex":0.00043810008,"about_ca_system_score_gemma":0.00012557035,"threshold_uncertainty_score":0.99976224},"labels":[],"label_agreement":null},{"id":"W2901789406","doi":"10.1136/archdischild-2018-315676","title":"Cardiorespiratory sleep studies at home: experience in research and clinical cohorts","year":2018,"lang":"en","type":"article","venue":"Archives of Disease in Childhood","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"W. Garfield Weston Foundation; Action Medical Research; National Institute for Health and Care Research; Garfield Weston Foundation; Wellcome Trust","keywords":"Cardiorespiratory fitness; Medicine; Observational study; Physical therapy; Pediatrics; Pulse oximetry; Emergency medicine; Internal medicine; Psychiatry","score_opus":0.1052388582130205,"score_gpt":0.4476123024792548,"score_spread":0.34237344426623434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901789406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939274,0.003510773,0.0000016020408,0.00037920152,0.00010156691,0.0007744392,0.000020743337,0.000015738067,0.0012684984],"genre_scores_gemma":[0.99870604,0.00064787373,0.00022838355,0.00005979359,0.00021972739,0.000073969204,0.000005255207,0.000025674426,0.000033300756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99697715,0.00050562684,0.00058457354,0.00066343095,0.000717,0.0005522142],"domain_scores_gemma":[0.9973689,0.001303042,0.00006235039,0.0006287768,0.00015446119,0.00048247696],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008513315,0.00016749011,0.0005757965,0.00063519547,0.00010750797,0.000009932288,0.00022471749,0.000054807526,0.000030614516],"category_scores_gemma":[0.0021174012,0.00014677692,0.00010598127,0.00049276085,0.0042712493,0.00009774043,0.0007986243,0.000501764,0.000014886032],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014010057,0.0007943824,0.974622,0.00011247267,0.00012028065,0.00017762773,0.005413067,7.75032e-7,0.00032405907,0.000105749496,0.0000233623,0.016905222],"study_design_scores_gemma":[0.0028121918,0.000873129,0.99125224,0.00031424526,0.000023046527,0.0000047441836,0.001379201,0.00009811354,0.0007566627,0.0022753195,0.000086159715,0.00012492709],"about_ca_topic_score_codex":0.000042244388,"about_ca_topic_score_gemma":0.00012086895,"teacher_disagreement_score":0.016780294,"about_ca_system_score_codex":0.00008327724,"about_ca_system_score_gemma":0.000118752265,"threshold_uncertainty_score":0.99843854},"labels":[],"label_agreement":null},{"id":"W2901835684","doi":"10.1016/j.sleep.2018.11.004","title":"The impact of the Canadian Sleep Society on sleep science, clinical practice, and advocacy: past, present, and future","year":2018,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children; Dalhousie University","funders":"","keywords":"Sleep (system call); Psychology; Political science; Psychiatry; Gerontology; Medicine; Computer science","score_opus":0.024322522705455103,"score_gpt":0.39221132534026965,"score_spread":0.36788880263481455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901835684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84105086,0.001862907,0.00001659025,0.11877933,0.0016340978,0.001685786,0.00002023347,0.000032683743,0.034917496],"genre_scores_gemma":[0.9904016,0.00029827794,0.0002486108,0.0013438232,0.0074816053,0.000015472131,0.0000044534518,0.000033366698,0.00017273656],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961711,0.0002710843,0.00057449954,0.0006184366,0.0015226156,0.0008422343],"domain_scores_gemma":[0.9954815,0.0010002581,0.0002788488,0.0010554324,0.0011503525,0.0010336285],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0039777206,0.00028893485,0.0004873517,0.0001930167,0.0012569138,0.00005811317,0.0005062759,0.00019918817,0.00012730279],"category_scores_gemma":[0.0021103763,0.00013238887,0.00017949176,0.0011796703,0.009996238,0.0001969066,0.00028690143,0.0009987477,0.000012646492],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015593369,0.0003740592,0.41701436,0.00008840595,0.0012440472,0.000050950242,0.004699226,0.0000026826922,0.0015464794,0.0023994853,0.046838347,0.5241826],"study_design_scores_gemma":[0.003789877,0.0032688368,0.89209723,0.00008381951,0.00027859295,0.00018158721,0.0028308714,0.003463527,0.00022952094,0.00023656746,0.09337845,0.00016109365],"about_ca_topic_score_codex":0.01395071,"about_ca_topic_score_gemma":0.003302625,"teacher_disagreement_score":0.5240215,"about_ca_system_score_codex":0.00034997438,"about_ca_system_score_gemma":0.0006463969,"threshold_uncertainty_score":0.992698},"labels":[],"label_agreement":null},{"id":"W2901857129","doi":"10.1164/rccm.201709-1875rr","title":"Obstructive Sleep Apnea and Cardiovascular Disease","year":2018,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Women's College Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Medical Center, University of Pittsburgh; National Institutes of Health; University of Pittsburgh; Johns Hopkins University","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Sleep apnea syndromes; Intensive care medicine; Sleep (system call); Disease; Cardiology; Apnea; Polysomnography; Internal medicine","score_opus":0.02122926553815881,"score_gpt":0.30992446627795917,"score_spread":0.2886952007398004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901857129","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30425352,0.18519306,0.001497132,0.5034638,0.0021224343,0.001115764,0.00017999357,0.00006914869,0.0021051327],"genre_scores_gemma":[0.7308133,0.0002690563,0.0005824522,0.24794398,0.020190068,0.00001680644,0.000021656837,0.00013508329,0.000027549122],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99545825,0.0006142184,0.000762165,0.0006498838,0.0019067681,0.00060871465],"domain_scores_gemma":[0.99493414,0.0007848583,0.0002505122,0.00065953523,0.002188512,0.001182433],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00072601973,0.000499027,0.0019052423,0.00057998375,0.00016470751,0.000035674453,0.00022962283,0.0002722447,0.00017182408],"category_scores_gemma":[0.0032772918,0.00036009235,0.00042228843,0.00036586387,0.008963311,0.0001437587,0.0001400441,0.002853878,0.0000050487747],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030186218,0.00009562134,0.031137064,0.004847085,0.005018508,0.051039156,0.00244494,6.9110314e-7,0.00028263716,0.00020498355,0.08495591,0.8169548],"study_design_scores_gemma":[0.0043431562,0.018997079,0.022043338,0.0014106231,0.008557803,0.0035521642,0.01132023,0.000017664976,0.00010103215,0.0003924205,0.9284962,0.00076828554],"about_ca_topic_score_codex":0.000020323618,"about_ca_topic_score_gemma":3.6206328e-7,"teacher_disagreement_score":0.8435403,"about_ca_system_score_codex":0.00014122443,"about_ca_system_score_gemma":0.00019018867,"threshold_uncertainty_score":0.9998851},"labels":[],"label_agreement":null},{"id":"W2902401254","doi":"10.14740/jocmr3635","title":"Obstructive Sleep Apnea Screening in Patients With Atrial Fibrillation: Missed Opportunities for Early Diagnosis","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Atrial fibrillation; Polysomnography; Internal medicine; Continuous positive airway pressure; Gold standard (test); Sleep study; Pediatrics; Physical therapy; Cardiology; Apnea","score_opus":0.3088006786165103,"score_gpt":0.4875359212595538,"score_spread":0.17873524264304352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902401254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98355067,0.00028590867,0.0009767129,0.012109729,0.00062265736,0.0013442363,0.000011730266,0.000010656042,0.0010876857],"genre_scores_gemma":[0.9843973,0.00009678216,0.0047655343,0.0001242263,0.010407207,0.000011349436,0.000011183808,0.00005335305,0.00013309256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925402,0.00095350156,0.0021255058,0.00040965,0.0032132114,0.00075795414],"domain_scores_gemma":[0.9802954,0.009636388,0.0006723582,0.00040532998,0.008121022,0.00086945714],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010211652,0.00022443084,0.001297062,0.001192352,0.00019024817,0.000036257265,0.00036334165,0.00026287686,0.0003904963],"category_scores_gemma":[0.02707598,0.0001458837,0.0003402142,0.0009607015,0.0021802918,0.0003409411,0.00012269922,0.0016438224,0.000007870969],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019550273,0.00011650748,0.73393726,0.000068107154,0.00037051542,0.00009954784,0.00026418894,0.000003267723,0.0000069792513,0.000058624602,0.00067930075,0.24484542],"study_design_scores_gemma":[0.02703926,0.029117996,0.93454486,0.00075467466,0.00014773388,0.00002760766,0.0014068022,0.00052815524,0.00013433759,0.00035245347,0.005804022,0.00014209707],"about_ca_topic_score_codex":0.000056304798,"about_ca_topic_score_gemma":0.000011858929,"teacher_disagreement_score":0.24470332,"about_ca_system_score_codex":0.0001368808,"about_ca_system_score_gemma":0.00040502026,"threshold_uncertainty_score":0.9811194},"labels":[],"label_agreement":null},{"id":"W2904190865","doi":"10.1016/j.bjorl.2018.10.012","title":"Using craniofacial characteristics to predict optimum airway pressure in obstructive sleep apnea treatment","year":2018,"lang":"en","type":"article","venue":"Brazilian Journal of Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Associação Fundo de Incentivo à Pesquisa; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo; Universidade Federal de São Paulo","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Airway; Continuous positive airway pressure; Apnea; Craniofacial; Anesthesia; Body mass index; Sleep apnea; Gold standard (test); Anthropometry; Hypopnea; Orthodontics; Internal medicine","score_opus":0.026447983429526593,"score_gpt":0.3167257162490956,"score_spread":0.29027773281956903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904190865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939714,0.00013476533,0.0024344705,0.00048778433,0.0013309211,0.000816107,0.000062494095,0.00002160223,0.00074043236],"genre_scores_gemma":[0.9897654,0.000010101557,0.007989729,0.00017455754,0.0018562796,0.000010912773,0.0000061797728,0.000058434784,0.00012841568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997068,0.00028836497,0.0009413977,0.0004239171,0.0005502743,0.00072803104],"domain_scores_gemma":[0.997607,0.00011118197,0.00040513437,0.00042409883,0.0008585175,0.00059409573],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004205728,0.00035153795,0.0009886707,0.00085270935,0.00012869337,0.000036239682,0.00036077484,0.0003017073,0.00055713166],"category_scores_gemma":[0.0005715491,0.00029896275,0.00023509498,0.0005092896,0.00043852403,0.00029276503,0.00012479589,0.00062345515,0.00006609861],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054046474,0.0006946828,0.8805069,0.00009232867,0.0010093779,0.0019827606,0.004003596,0.00007900578,0.07386729,0.00013268214,0.00009253964,0.03213424],"study_design_scores_gemma":[0.005771678,0.0078040413,0.96466315,0.00011341675,0.0003683735,0.0033125659,0.00037619454,0.0034435207,0.009436837,0.00007005458,0.0043325275,0.0003076338],"about_ca_topic_score_codex":0.000045542532,"about_ca_topic_score_gemma":0.00001630097,"teacher_disagreement_score":0.084156305,"about_ca_system_score_codex":0.00055895274,"about_ca_system_score_gemma":0.00026375792,"threshold_uncertainty_score":0.99994624},"labels":[],"label_agreement":null},{"id":"W2904532018","doi":"10.1016/j.bja.2018.10.059","title":"Evaluation of validity of the STOP-BANG questionnaire in major elective noncardiac surgery","year":2018,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research; Department of Family and Community Medicine, University of Toronto; University of Toronto","keywords":"Medicine; Logistic regression; Cohort; Construct validity; Comorbidity; Cohort study; Risk assessment; Retrospective cohort study; Physical therapy; Emergency medicine; Internal medicine; Surgery","score_opus":0.04040659867447111,"score_gpt":0.3214694161300596,"score_spread":0.2810628174555885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904532018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971395,0.0018148107,0.00007161919,0.0003009536,0.0001630072,0.0002770998,0.000003750347,0.0000025768459,0.0002266723],"genre_scores_gemma":[0.9994651,0.00013699655,0.00014245383,0.000022673603,0.00020934627,0.0000032723385,5.8306176e-7,0.000013930642,0.0000056223716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966103,0.0010264327,0.0005677673,0.000113851,0.0015062696,0.0001753942],"domain_scores_gemma":[0.9959372,0.00008646362,0.0004891181,0.00017196595,0.0032429227,0.00007229129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006011212,0.00007844293,0.00042573994,0.00023512785,0.000048599817,0.000011044485,0.00013789174,0.00007683244,0.00004257747],"category_scores_gemma":[0.003001332,0.00006998572,0.0002568258,0.00052788504,0.00031900575,0.0001519096,0.000024867211,0.00031262857,0.0000016889211],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024846962,0.00028978352,0.64387965,0.00006627791,0.0001620529,0.000115862575,0.00034270156,0.000010491162,0.0037151396,0.000029748428,0.00034924503,0.3507906],"study_design_scores_gemma":[0.0010977354,0.00038342157,0.9781912,0.0011407379,0.00022080402,0.0009054636,0.00013754965,0.00016442702,0.017134324,0.00053505204,0.00003472342,0.000054587123],"about_ca_topic_score_codex":0.00035897977,"about_ca_topic_score_gemma":0.00020165363,"teacher_disagreement_score":0.350736,"about_ca_system_score_codex":0.00031084914,"about_ca_system_score_gemma":0.0005877594,"threshold_uncertainty_score":0.35930917},"labels":[],"label_agreement":null},{"id":"W2904794566","doi":"10.5664/jcsm.7526","title":"The Accuracy of an Ambulatory Level III Sleep Study Compared to a Level I Sleep Study for the Diagnosis of Sleep-Disordered Breathing in Children With Neuromuscular Disease","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Sick child; Medicine; Sleep medicine; University hospital; Family medicine; Ambulatory; Pediatrics; Gerontology; Sleep disorder; Psychiatry; Insomnia; Surgery","score_opus":0.13811620256225768,"score_gpt":0.44481807608541635,"score_spread":0.3067018735231587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904794566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855163,0.00073183444,0.0019268397,0.0046835053,0.0006041595,0.00645775,0.00004578496,0.000016434578,0.000017384295],"genre_scores_gemma":[0.9969602,0.000067841676,0.00061354827,0.0004839987,0.0015904832,0.00017278746,0.000007511691,0.00009124877,0.000012349494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9900998,0.001418451,0.0041254926,0.000716863,0.0029063728,0.00073300523],"domain_scores_gemma":[0.98448074,0.008248093,0.002061925,0.0016364596,0.002494264,0.0010785145],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010693911,0.0005174335,0.0023877867,0.0005120183,0.0003664954,0.000036777892,0.0015290654,0.00013976198,0.00008737352],"category_scores_gemma":[0.019583277,0.0002593556,0.00048570707,0.0011534555,0.0014024926,0.00030984503,0.00036259828,0.001431539,0.000002748375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01665486,0.008720423,0.87356997,0.000050983177,0.0029482655,0.00012245466,0.0033890158,0.0002751717,0.00008210517,0.000014237572,0.000102524114,0.094069965],"study_design_scores_gemma":[0.0366231,0.027498342,0.91956913,0.00029126412,0.0024945415,0.000057899724,0.008608576,0.004382868,0.00007977861,0.00006078816,0.00010469592,0.00022898323],"about_ca_topic_score_codex":0.0006702867,"about_ca_topic_score_gemma":0.00085547316,"teacher_disagreement_score":0.09384099,"about_ca_system_score_codex":0.000120985314,"about_ca_system_score_gemma":0.00024539256,"threshold_uncertainty_score":0.9999859},"labels":[],"label_agreement":null},{"id":"W2905118245","doi":"10.1136/thoraxjnl-2018-212319","title":"Positive airway pressure for sleep-disordered breathing in acute quadriplegia: a randomised controlled trial","year":2018,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Health and Medical Research Council; Transport Accident Commission; Rick Hansen Institute","keywords":"Medicine; Polysomnography; Neurocognitive; Continuous positive airway pressure; Randomized controlled trial; Anxiety; Physical therapy; Epworth Sleepiness Scale; Hospital Anxiety and Depression Scale; Tetraplegia; Quality of life (healthcare); Anesthesia; Spinal cord injury; Internal medicine; Apnea; Obstructive sleep apnea; Cognition; Spinal cord; Psychiatry","score_opus":0.01706518459028166,"score_gpt":0.3310358942019517,"score_spread":0.31397070961167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905118245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94280595,0.00052302406,0.0094648115,0.0033528025,0.0010963625,0.029554991,0.00014526553,0.00015852544,0.012898254],"genre_scores_gemma":[0.99304223,0.000007845373,0.0021882087,0.00015453152,0.0008795857,0.0014777487,0.00005159874,0.00005842285,0.002139831],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9975951,0.00033244715,0.0005197641,0.0004891293,0.00046417923,0.00059938844],"domain_scores_gemma":[0.99794793,0.00082655577,0.00014876685,0.00040130471,0.0004906138,0.00018481586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011810171,0.0002585958,0.0010405547,0.00028076538,0.0001489294,0.00004409477,0.00019057404,0.0002106841,0.00030935745],"category_scores_gemma":[0.0014348489,0.00020410621,0.00031786866,0.00031911305,0.00022447256,0.00013972497,0.00007464978,0.00035222337,0.00006271493],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9771807,0.00040711224,0.0001967205,0.000058463524,0.001117563,0.000053103246,0.0013740957,0.000002413124,0.012407698,0.00027489956,0.00034174233,0.006585475],"study_design_scores_gemma":[0.9775885,0.002690789,0.0006017846,0.00006999697,0.00077868166,0.000024124613,0.00026208744,0.010312239,0.0065024924,0.00034561806,0.0006078328,0.00021587957],"about_ca_topic_score_codex":0.00007354334,"about_ca_topic_score_gemma":0.000042148953,"teacher_disagreement_score":0.050236266,"about_ca_system_score_codex":0.00010707564,"about_ca_system_score_gemma":0.000104442835,"threshold_uncertainty_score":0.832321},"labels":[],"label_agreement":null},{"id":"W2906273394","doi":"10.1183/13993003.congress-2018.pa419","title":"Oscillating inspiratory flow limitation during Cheyne-Stokes hyperpnoea","year":2018,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Medicine; Audiology; Breathing; Pediatrics; Anesthesia","score_opus":0.03013849287322262,"score_gpt":0.3037786832285885,"score_spread":0.27364019035536585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906273394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9492181,0.000044077442,0.00039879724,0.00039360294,0.00012671726,0.00023978353,0.0000016430005,0.00014931565,0.049427982],"genre_scores_gemma":[0.98884714,0.000002478104,0.008828089,0.0002146853,0.0006927643,0.000011084371,0.000006500547,0.000028568604,0.0013687077],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99878097,0.00003713583,0.00019713523,0.00026632796,0.0004061176,0.00031231946],"domain_scores_gemma":[0.99917066,0.00004750105,0.0000387612,0.0002622244,0.0003300399,0.0001508375],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019553085,0.0001152631,0.00015790359,0.00017326832,0.00018048631,0.000024262803,0.00007029661,0.000074219475,0.0007682917],"category_scores_gemma":[0.0004590544,0.00009860612,0.000053397594,0.00027419566,0.00017275903,0.00017026016,0.00007396658,0.00017984491,0.0007802758],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016059165,0.00009337718,0.19876817,0.0001546998,0.00009912473,0.000035636214,0.0015963935,0.000009632232,0.7496553,0.0003324109,0.00019842008,0.04889622],"study_design_scores_gemma":[0.0030748367,0.000575409,0.60300344,0.000076217555,0.000051846288,0.00007373656,0.0016447167,0.019364502,0.36887163,0.00008542753,0.0028661701,0.0003120763],"about_ca_topic_score_codex":0.000013528489,"about_ca_topic_score_gemma":0.000020371635,"teacher_disagreement_score":0.40423527,"about_ca_system_score_codex":0.00014585024,"about_ca_system_score_gemma":0.00003591797,"threshold_uncertainty_score":0.99999774},"labels":[],"label_agreement":null},{"id":"W2906821254","doi":"10.7196/samj.2018.v109i1.13033","title":"Overnight oximetry as a screening tool for moderate to severe obstructive sleep apnoea in South African children","year":2018,"lang":"en","type":"article","venue":"South African Medical Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Interquartile range; Gold standard (test); Polysomnography; Pediatrics; Medical record; Internal medicine; Apnea","score_opus":0.01850743369573658,"score_gpt":0.294171428706404,"score_spread":0.2756639950106674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906821254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9389067,0.00009425403,0.05353641,0.0024239626,0.00038151248,0.0014320111,0.00016095463,0.00007827084,0.0029858917],"genre_scores_gemma":[0.9802051,0.0000021175256,0.015183898,0.0012581625,0.0029135244,0.00007341194,0.00001932498,0.00011617885,0.00022828307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930822,0.00034037756,0.0009914736,0.0009019756,0.0030295346,0.00165444],"domain_scores_gemma":[0.99558306,0.00033619115,0.00033148727,0.00055245653,0.00076857937,0.0024282255],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019194895,0.000506134,0.00097003917,0.00096672657,0.00048776905,0.00016743378,0.00074677146,0.00038260184,0.0018068932],"category_scores_gemma":[0.0064064655,0.0004159445,0.00036977898,0.0013888372,0.00067821465,0.00023185273,0.00036181268,0.0020933591,0.00021531155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028489806,0.0009851223,0.59366494,0.00017081556,0.0029635148,0.0019539446,0.08233485,0.00014418967,0.001414928,0.0010462563,0.0009987906,0.28583282],"study_design_scores_gemma":[0.042395364,0.008015199,0.8575846,0.0011689111,0.000836858,0.0077325315,0.04871433,0.021064688,0.0032056195,0.0042440468,0.0022212146,0.0028166655],"about_ca_topic_score_codex":0.00004321746,"about_ca_topic_score_gemma":0.000014677565,"teacher_disagreement_score":0.28301615,"about_ca_system_score_codex":0.00055742025,"about_ca_system_score_gemma":0.00053560873,"threshold_uncertainty_score":0.99982923},"labels":[],"label_agreement":null},{"id":"W2906990722","doi":"10.1183/13993003.01917-2018","title":"Detection of mild cognitive impairment in middle-aged and older adults with obstructive sleep apnoea: does excessive daytime sleepiness play a role?","year":2019,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Excessive daytime sleepiness; Cognitive impairment; Cognition; Sleep (system call); Daytime; Audiology; Montreal Cognitive Assessment; Effects of sleep deprivation on cognitive performance; Psychiatry; Pediatrics; Sleep disorder","score_opus":0.013773736539958462,"score_gpt":0.24558246298795372,"score_spread":0.23180872644799527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906990722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915649,0.0015680178,0.00013904019,0.0023561185,0.0005229879,0.0022878784,0.00014610705,0.000039906914,0.0013749871],"genre_scores_gemma":[0.97817856,0.00004701949,0.00014215121,0.018065572,0.0029199133,0.00004743785,0.000054723798,0.00032181444,0.0002228291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99318707,0.0021099676,0.0011643441,0.0010802655,0.0015502061,0.0009081356],"domain_scores_gemma":[0.9963516,0.00046052167,0.0012973956,0.00054629176,0.001037867,0.00030634934],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0011745039,0.0008188846,0.0012676023,0.0014708503,0.00020614907,0.000118604956,0.00038416532,0.0004600494,0.00020081417],"category_scores_gemma":[0.00031272913,0.0005682093,0.00024592498,0.00055930257,0.00061571377,0.0003652227,0.00025602066,0.0059726518,0.00005224748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.074436136,0.0029480348,0.4864301,0.014958025,0.014023759,0.11807544,0.054361053,0.00008418118,0.046575718,0.0000055531495,0.008540493,0.1795615],"study_design_scores_gemma":[0.0325985,0.0047879675,0.9271764,0.0113476915,0.0008205707,0.0026888826,0.0058614104,0.00008480875,0.010070269,0.000017982467,0.0032465206,0.0012989731],"about_ca_topic_score_codex":0.000022144883,"about_ca_topic_score_gemma":0.000025317246,"teacher_disagreement_score":0.4407463,"about_ca_system_score_codex":0.0004837782,"about_ca_system_score_gemma":0.00019197444,"threshold_uncertainty_score":0.99967694},"labels":[],"label_agreement":null},{"id":"W2907016125","doi":"10.1016/j.sleep.2018.12.012","title":"Long-term side effects of sleep apnea treatment with oral appliances: nature, magnitude and predictors of long-term changes","year":2018,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Cephalometry; Dentistry; Incisor; Mandible (arthropod mouthpart); Sleep apnea; Oral and maxillofacial surgery; Malocclusion; Orthodontics; Anesthesia","score_opus":0.015061478169580596,"score_gpt":0.30399969754715167,"score_spread":0.2889382193775711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907016125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98903114,0.005808682,0.0004932287,0.0005729063,0.00047225782,0.0021123497,0.000022702865,0.000069063106,0.0014176553],"genre_scores_gemma":[0.99748564,0.0004091096,0.0003807277,0.00015302068,0.0010331627,0.00013107854,0.00009215578,0.00007641321,0.00023870413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969396,0.000112000715,0.0004886669,0.0006879694,0.001129586,0.00064220594],"domain_scores_gemma":[0.9975679,0.00032911144,0.0003188753,0.00075904594,0.0005495108,0.00047553965],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002970852,0.0004994911,0.001207504,0.0004652346,0.00008311617,0.0000084534195,0.00024187955,0.00027469455,0.00016540132],"category_scores_gemma":[0.00021045192,0.0003141668,0.0000814608,0.00059641246,0.0023248128,0.000103994185,0.00012506398,0.00040336337,0.000010647822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019092336,0.00058923505,0.79844606,0.002467622,0.0012129094,0.00048715487,0.0010135353,2.428493e-7,0.025647871,0.000037202786,0.000025844554,0.1681631],"study_design_scores_gemma":[0.0127587,0.019937005,0.8281246,0.0011693971,0.001275687,0.00018555502,0.00014160837,0.000082496386,0.13601707,0.000012721131,0.00005268757,0.00024249093],"about_ca_topic_score_codex":0.00009352208,"about_ca_topic_score_gemma":0.00040657597,"teacher_disagreement_score":0.16792062,"about_ca_system_score_codex":0.000163117,"about_ca_system_score_gemma":0.000045234556,"threshold_uncertainty_score":0.99993104},"labels":[],"label_agreement":null},{"id":"W2907178034","doi":"10.1016/j.smrv.2018.12.004","title":"Circulating biomarkers to identify cardiometabolic complications in patients with Obstructive Sleep Apnea: A systematic review","year":2018,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Providence Health Care; University of Saskatchewan; University of Calgary; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Sleep (system call); Intensive care medicine; Internal medicine; Cardiology; Computer science","score_opus":0.06198256794237966,"score_gpt":0.39639683009564886,"score_spread":0.3344142621532692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907178034","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002813383,0.95480776,0.0004392616,0.000311939,0.00045913493,0.042464595,0.00007896219,0.00009799445,0.0013122233],"genre_scores_gemma":[0.00003308737,0.9894569,0.0011410028,0.0007811974,0.00047978037,0.0069032973,0.00087192317,0.00028913034,0.000043663713],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98642206,0.0025959837,0.0053094476,0.002091919,0.0022719766,0.0013086075],"domain_scores_gemma":[0.9905967,0.00066156447,0.0025910577,0.0037578768,0.0013351885,0.0010576022],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0045672394,0.0016825831,0.016223382,0.0025661783,0.00021215959,0.000049555692,0.0012231173,0.00040553496,0.00021173834],"category_scores_gemma":[0.008097441,0.0010341274,0.0013518052,0.008289301,0.0006084701,0.00022326084,0.00043125878,0.0013186809,0.001341887],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015104874,0.00012000053,0.0003035753,0.67057514,0.0014941344,0.00003666083,0.000090798,5.300118e-8,3.2313534e-7,0.000019567282,0.000471496,0.32687318],"study_design_scores_gemma":[0.0014036372,0.00038323444,0.0017830919,0.73405194,0.016841253,0.00023713047,0.000050671035,0.00000665653,8.0832635e-8,0.00000462555,0.2444931,0.0007445626],"about_ca_topic_score_codex":0.00006948675,"about_ca_topic_score_gemma":0.000019166353,"teacher_disagreement_score":0.3261286,"about_ca_system_score_codex":0.0015119573,"about_ca_system_score_gemma":0.00018833642,"threshold_uncertainty_score":0.99959207},"labels":[],"label_agreement":null},{"id":"W2907863112","doi":"10.1183/13993003.02113-2018","title":"Detection of mild cognitive impairment in middle-aged and older adults with obstructive sleep apnoea: does excessive daytime sleepiness play a role?","year":2019,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Excessive daytime sleepiness; Daytime; Cognitive impairment; Sleep (system call); Medicine; Cognition; Psychology; Gerontology; Audiology; Psychiatry; Sleep disorder","score_opus":0.013773736539958462,"score_gpt":0.24558246298795372,"score_spread":0.23180872644799527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907863112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915649,0.0015680178,0.00013904019,0.0023561185,0.0005229879,0.0022878784,0.00014610705,0.000039906914,0.0013749871],"genre_scores_gemma":[0.97817856,0.00004701949,0.00014215121,0.018065572,0.0029199133,0.00004743785,0.000054723798,0.00032181444,0.0002228291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99318707,0.0021099676,0.0011643441,0.0010802655,0.0015502061,0.0009081356],"domain_scores_gemma":[0.9963516,0.00046052167,0.0012973956,0.00054629176,0.001037867,0.00030634934],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0011745039,0.0008188846,0.0012676023,0.0014708503,0.00020614907,0.000118604956,0.00038416532,0.0004600494,0.00020081417],"category_scores_gemma":[0.00031272913,0.0005682093,0.00024592498,0.00055930257,0.00061571377,0.0003652227,0.00025602066,0.0059726518,0.00005224748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.074436136,0.0029480348,0.4864301,0.014958025,0.014023759,0.11807544,0.054361053,0.00008418118,0.046575718,0.0000055531495,0.008540493,0.1795615],"study_design_scores_gemma":[0.0325985,0.0047879675,0.9271764,0.0113476915,0.0008205707,0.0026888826,0.0058614104,0.00008480875,0.010070269,0.000017982467,0.0032465206,0.0012989731],"about_ca_topic_score_codex":0.000022144883,"about_ca_topic_score_gemma":0.000025317246,"teacher_disagreement_score":0.4407463,"about_ca_system_score_codex":0.0004837782,"about_ca_system_score_gemma":0.00019197444,"threshold_uncertainty_score":0.99967694},"labels":[],"label_agreement":null},{"id":"W2908398233","doi":"10.2196/cardio.9894","title":"Mobile Health for Central Sleep Apnea Screening Among Patients With Stable Heart Failure: Single-Cohort, Open, Prospective Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Interquartile range; Central sleep apnea; Polysomnography; Sleep apnea; Heart failure; Pulse oximetry; Body mass index; Apnea; Population; Cardiology; Obstructive sleep apnea; Internal medicine; Physical therapy; Anesthesia","score_opus":0.02122577032991807,"score_gpt":0.3095569815648981,"score_spread":0.28833121123498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908398233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9562716,0.0000621334,0.0073508057,0.00017972254,0.00046660122,0.03342232,0.00018723517,0.0001338402,0.0019257424],"genre_scores_gemma":[0.9831231,4.926468e-7,0.01033768,0.00014059282,0.0012125879,0.0045750486,0.00017200942,0.00010861914,0.00032987347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964352,0.00016861953,0.00042847707,0.0008407623,0.00094011385,0.0011868114],"domain_scores_gemma":[0.9976503,0.000079044985,0.00018663025,0.00067237596,0.0008634593,0.00054813473],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061576295,0.00032038454,0.0008996348,0.00016033078,0.000423547,0.00018096068,0.00027632163,0.00013089692,0.00009957871],"category_scores_gemma":[0.00014307213,0.0002630209,0.00022746807,0.00049337593,0.00038307378,0.0004703303,0.00023356336,0.0003710874,0.000021263555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03730378,0.00082218804,0.94147515,0.00011718992,0.00077923865,0.000006808753,0.0008215243,0.000013329163,0.00014194351,0.00004230689,0.0058787563,0.012597808],"study_design_scores_gemma":[0.13299944,0.039105415,0.7804339,0.00018205596,0.00021613782,0.00001786369,0.0009934595,0.000620975,0.0040522567,0.00003705721,0.040681418,0.00066003023],"about_ca_topic_score_codex":0.00026247586,"about_ca_topic_score_gemma":0.00010318583,"teacher_disagreement_score":0.16104124,"about_ca_system_score_codex":0.0007109873,"about_ca_system_score_gemma":0.00018127324,"threshold_uncertainty_score":0.9999822},"labels":[],"label_agreement":null},{"id":"W2909059503","doi":"10.1111/apha.13255","title":"Roles of oestradiol receptor alpha and beta against hypertension and brain mitochondrial dysfunction under intermittent hypoxia in female rats","year":2019,"lang":"en","type":"article","venue":"Acta Physiologica","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Endocrinology; Internal medicine; Citrate synthase; Ovariectomized rat; Agonist; Pyruvate dehydrogenase complex; Hypoxia (environmental); Medicine; Receptor; Chemistry; Biology; Hormone; Oxygen; Biochemistry; Enzyme","score_opus":0.023168287148193238,"score_gpt":0.26280201103466166,"score_spread":0.23963372388646842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909059503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976462,0.00016838407,0.000003801533,0.0011129233,0.00018731179,0.00063697516,0.00000820612,0.000020372401,0.00021580358],"genre_scores_gemma":[0.9990111,0.00013987298,0.0002711581,0.0003054318,0.00011466912,0.000014497156,0.00004362871,0.00001573732,0.00008390381],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99875283,0.00012696338,0.00024558115,0.00043321194,0.00019798393,0.00024345385],"domain_scores_gemma":[0.99923784,0.00023456472,0.000089113404,0.00026378286,0.00007530703,0.00009937236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001190332,0.00016832807,0.0004357578,0.0001281141,0.00003362432,0.000010892529,0.000077512865,0.00014317107,0.00007831994],"category_scores_gemma":[0.00014022876,0.00012079048,0.000054818593,0.00013669852,0.00018987045,0.00011596192,0.00013352607,0.00025522316,0.000015307241],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007685334,0.00014513216,0.011833915,0.00006739253,0.000049191676,0.000006164711,0.000090715395,0.000004106419,0.9709787,0.00003528017,0.00019618547,0.015824726],"study_design_scores_gemma":[0.0030877125,0.0013282317,0.95352685,0.0001286297,0.000023501794,0.000019133971,0.00081502344,0.00059527374,0.03994707,0.00013883313,0.00022903668,0.00016069884],"about_ca_topic_score_codex":0.000021542508,"about_ca_topic_score_gemma":0.0000058064506,"teacher_disagreement_score":0.94169295,"about_ca_system_score_codex":0.000049826216,"about_ca_system_score_gemma":0.000018767414,"threshold_uncertainty_score":0.4925693},"labels":[],"label_agreement":null},{"id":"W2909115608","doi":"10.1007/s00408-018-00193-1","title":"Predictors of Continuous Positive Airway Pressure Adherence in Patients with Obstructive Sleep Apnea","year":2019,"lang":"en","type":"review","venue":"Lung","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Providence Health Care; University of British Columbia; University of British Columbia Hospital","funders":"Canadian Institutes of Health Research","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Mood; Psychological intervention; Quality of life (healthcare); Sleep apnea; Socioeconomic status; Affect (linguistics); Physical therapy; Intensive care medicine; Internal medicine; Population; Clinical psychology; Psychiatry; Psychology","score_opus":0.014097233010053785,"score_gpt":0.29421474494192695,"score_spread":0.2801175119318732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909115608","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006464623,0.9814651,0.00003414408,0.000004641697,0.0004651374,0.0070322147,0.00071541866,0.000039314342,0.0037794034],"genre_scores_gemma":[0.15016751,0.8403171,0.0010602536,0.00003539738,0.0006242648,0.0010102913,0.0024822196,0.00072984246,0.003573129],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9965329,0.0003001808,0.0007730451,0.00080880406,0.0010095105,0.0005755202],"domain_scores_gemma":[0.9974632,0.00032799103,0.0006397605,0.0007641543,0.00061750645,0.00018738591],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001800107,0.00058353913,0.0028148226,0.0004805252,0.000030699004,0.000017111475,0.00038099644,0.00047007392,0.0001459746],"category_scores_gemma":[0.00021669174,0.00041964022,0.00031301225,0.0007424592,0.00028815065,0.00015699334,0.00021296217,0.001132794,0.000041304545],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006509664,0.0004706371,0.27247453,0.036789656,0.0030617435,0.00005972082,0.0005006636,0.000003173176,0.0000013505786,0.00007319087,0.000047281177,0.6858671],"study_design_scores_gemma":[0.025074089,0.012180901,0.65159154,0.12254963,0.025828682,0.000116613664,0.0005851059,0.0003703063,0.00015327503,0.000018436516,0.1580901,0.0034413424],"about_ca_topic_score_codex":0.00006369432,"about_ca_topic_score_gemma":0.000006200061,"teacher_disagreement_score":0.68242574,"about_ca_system_score_codex":0.0003186466,"about_ca_system_score_gemma":0.00021309398,"threshold_uncertainty_score":0.99982554},"labels":[],"label_agreement":null},{"id":"W2909500099","doi":"10.3390/clockssleep1010011","title":"Risk Factors for Snoring in Two Canadian First Nations Communities","year":2019,"lang":"en","type":"article","venue":"Clocks & Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of Saskatchewan","funders":"Canadian Institutes of Health Research; University of Regina","keywords":"Overweight; Obesity; Body mass index; Medicine; Logistic regression; Demography; Population; Sleep disordered breathing; Environmental health; Internal medicine; Obstructive sleep apnea","score_opus":0.024188620665529334,"score_gpt":0.31124269524836745,"score_spread":0.2870540745828381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909500099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858645,0.00007462119,0.000078772406,0.00041969828,0.00029143103,0.000958564,0.000104501756,0.00003170369,0.012176198],"genre_scores_gemma":[0.99895155,0.000016083599,0.0002694632,0.00004839557,0.00008160969,0.00007599497,0.000101870624,0.000032687934,0.00042232996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893886,0.00004657494,0.00018868121,0.0001603217,0.00019855969,0.0004670164],"domain_scores_gemma":[0.99839926,0.0007625108,0.0000413562,0.00040343957,0.00015560437,0.00023784046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021220125,0.00013005822,0.00022112066,0.0005841607,0.00029608773,0.000028048285,0.00018157485,0.000060714337,0.00046385816],"category_scores_gemma":[0.0003921102,0.00012500996,0.00007784208,0.0003337628,0.00007314496,0.000096089476,0.00005251744,0.0003832033,0.000091531445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028564567,0.00003888906,0.99448234,0.000056398596,0.000058953687,0.0000042509573,0.0023101708,0.00032795552,0.00004151503,0.0008787501,0.000045176617,0.0017270101],"study_design_scores_gemma":[0.0048776227,0.00028678903,0.92891943,0.00013091303,0.00008191542,0.00000963502,0.015514383,0.019782223,0.0017093816,0.0003360549,0.027988,0.00036365326],"about_ca_topic_score_codex":0.281386,"about_ca_topic_score_gemma":0.83147234,"teacher_disagreement_score":0.5500863,"about_ca_system_score_codex":0.0005832621,"about_ca_system_score_gemma":0.00009138317,"threshold_uncertainty_score":0.72339934},"labels":[],"label_agreement":null},{"id":"W2910106641","doi":"10.1002/lary.27806","title":"Evaluating the impact of adenotonsillectomy for pediatric sleep‐disordered breathing on parental sleep","year":2019,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; Tonsillectomy; Otorhinolaryngology; Polysomnography; Quality of life (healthcare); Pediatrics; Confidence interval; Excessive daytime sleepiness; Sleep apnea; Apnea; Context (archaeology); Cohort; Prospective cohort study; Sleep disorder; Anesthesia; Internal medicine; Surgery; Insomnia","score_opus":0.04346854230122595,"score_gpt":0.39219788805771383,"score_spread":0.3487293457564879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910106641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923263,0.0006465428,0.0000696044,0.0007745433,0.00017511699,0.0031629652,0.000042696658,0.000040968738,0.0027612415],"genre_scores_gemma":[0.9987305,0.000018504328,0.0003220418,0.00010725527,0.0002980522,0.00012614862,0.000028365048,0.00005922595,0.00030994866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978118,0.00025425912,0.00034819584,0.0003443735,0.00071514066,0.0005262269],"domain_scores_gemma":[0.99758023,0.0011372733,0.00018673146,0.0007671714,0.00023161419,0.00009695734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011771289,0.00023798416,0.0004134494,0.00015091298,0.00023181143,0.000034292425,0.00040690484,0.00008733744,0.00051949464],"category_scores_gemma":[0.0006412796,0.000119086326,0.00034362223,0.0005304603,0.000109394365,0.000090403744,0.00015790126,0.00046895,0.00016713566],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009891152,0.0013790934,0.76347065,0.0008891743,0.0020390372,0.000018652625,0.008022737,0.004755594,0.14302245,0.0008770212,0.0015551166,0.0640793],"study_design_scores_gemma":[0.01501827,0.013922676,0.7915453,0.00017106874,0.00089570944,0.00013550738,0.0016767466,0.16106917,0.013935788,0.0009330509,0.00012514798,0.0005715677],"about_ca_topic_score_codex":0.00028341572,"about_ca_topic_score_gemma":0.0000045540214,"teacher_disagreement_score":0.15631358,"about_ca_system_score_codex":0.00017703504,"about_ca_system_score_gemma":0.000112777976,"threshold_uncertainty_score":0.5688102},"labels":[],"label_agreement":null},{"id":"W2910126415","doi":"10.1164/rccm.201812-2280le","title":"Reply to Kawada: Obstructive Sleep Apnea and Cognitive Decline in Older Adults","year":2019,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Sleep (system call); Sleep apnea; Cognition; Cognitive decline; Apnea; Gerontology; Audiology; Pediatrics; Psychiatry; Cardiology; Internal medicine; Dementia","score_opus":0.015839773150603517,"score_gpt":0.3247115541350701,"score_spread":0.30887178098446655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910126415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5955802,0.009565135,0.00026692476,0.39254552,0.0005424862,0.0009185326,0.0000700261,0.000014924177,0.0004962425],"genre_scores_gemma":[0.57553136,0.000030909523,0.00024192,0.42152077,0.0025695825,0.000014267485,0.000014567658,0.000060596776,0.000016023974],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99533266,0.0005591233,0.0011549623,0.00077980896,0.0014466777,0.00072675373],"domain_scores_gemma":[0.9935784,0.00268234,0.00038168067,0.00036980957,0.0023019346,0.000685881],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007582344,0.0005433002,0.0020661224,0.0011057954,0.000074396194,0.000029036119,0.00022778881,0.00032833606,0.00013487444],"category_scores_gemma":[0.0065229353,0.00041275696,0.0001536183,0.0006749463,0.0027996704,0.00015408068,0.00021527144,0.0039366307,0.000008774761],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009722019,0.00020068364,0.18099256,0.0038279605,0.000630359,0.025640765,0.009955577,4.4800436e-7,0.00027617594,0.000046890655,0.02926502,0.7394415],"study_design_scores_gemma":[0.027299868,0.06955829,0.52641743,0.015336014,0.0029325006,0.006363884,0.10560006,0.000032162185,0.00045496706,0.00016880356,0.2440623,0.0017736796],"about_ca_topic_score_codex":0.00012744669,"about_ca_topic_score_gemma":0.000010489956,"teacher_disagreement_score":0.73766786,"about_ca_system_score_codex":0.00021586541,"about_ca_system_score_gemma":0.00020250533,"threshold_uncertainty_score":0.9999141},"labels":[],"label_agreement":null},{"id":"W2910521559","doi":"10.1016/j.sleep.2018.12.021","title":"Using a modified version of the “STOP-BANG” questionnaire and nocturnal oxygen desaturation to predict obstructive sleep apnea after stroke or TIA","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Heart and Stroke Foundation; Health Sciences Centre","funders":"Canadian Institutes of Health Research","keywords":"Nocturnal; Medicine; Stroke (engine); Apnea; Obstructive sleep apnea; Cardiology; Anesthesia; Sleep apnea; Physical therapy; Internal medicine; Physics","score_opus":0.019005200808254342,"score_gpt":0.29044201196967123,"score_spread":0.2714368111614169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910521559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99214345,0.00042771082,0.002745405,0.0016204943,0.00082418293,0.0015416716,0.000036363992,0.000034240627,0.0006265003],"genre_scores_gemma":[0.9975525,0.000008213578,0.0012801436,0.00032903865,0.0003875708,0.00002473385,0.000014416771,0.00003895127,0.0003644303],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99745876,0.0001564458,0.00045658502,0.00047583535,0.0010609332,0.00039142923],"domain_scores_gemma":[0.99834895,0.000111077235,0.0001856397,0.00056528836,0.00047765125,0.000311381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039700497,0.0002748011,0.000504682,0.00031956896,0.00011554665,0.000014400772,0.00019666507,0.00017228731,0.0004248085],"category_scores_gemma":[0.00061807275,0.00016164094,0.00009062673,0.0005408618,0.00037422756,0.00019877066,0.00020154758,0.00046185922,0.00001989201],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016444162,0.00023470128,0.43177176,0.0009772335,0.00083278934,0.000110589855,0.0074839056,0.0007366273,0.4813575,0.00041432146,0.00023123783,0.059405137],"study_design_scores_gemma":[0.008407214,0.0018280962,0.93375766,0.0011111292,0.0006157699,0.00031182118,0.002104792,0.03530184,0.015864048,0.00013767209,0.00025961705,0.00030032636],"about_ca_topic_score_codex":0.00015500662,"about_ca_topic_score_gemma":0.000029883511,"teacher_disagreement_score":0.5019859,"about_ca_system_score_codex":0.0002655294,"about_ca_system_score_gemma":0.00007195248,"threshold_uncertainty_score":0.6591527},"labels":[],"label_agreement":null},{"id":"W2910889374","doi":"10.1155/2019/1683124","title":"Distance to Specialist Medical Care and Diagnosis of Obstructive Sleep Apnea in Rural Saskatchewan","year":2019,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sleep apnea; Obstructive sleep apnea; Medical diagnosis; Cross-sectional study; Emergency medicine; Health care; Family medicine; Pediatrics; Demography; Internal medicine","score_opus":0.01224588859386852,"score_gpt":0.27539233091861537,"score_spread":0.2631464423247468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910889374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943375,0.001448792,0.000022970875,0.00080224907,0.00037118996,0.00045053093,0.00005768252,0.000005296754,0.002503799],"genre_scores_gemma":[0.9984789,0.000012538096,0.00018059232,0.0008787641,0.00035985376,0.000016447135,0.0000034280515,0.00003130243,0.000038180955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977752,0.00013768318,0.00045360238,0.000266877,0.00078618014,0.00058048236],"domain_scores_gemma":[0.9969984,0.000104097235,0.000097249365,0.00028277157,0.00035671197,0.0021607417],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003932764,0.00018114796,0.0004469141,0.0007006355,0.000091954644,0.00004117199,0.00024405606,0.00017363038,0.0013084539],"category_scores_gemma":[0.0005303655,0.0001720645,0.00008635097,0.00047445876,0.00023363813,0.00013081093,0.000055335404,0.0007817728,0.000035117253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013724618,0.000016990774,0.88217807,0.00008206791,0.000044463784,0.0007199984,0.0025193717,0.0000036236322,0.0003585397,0.00019915793,0.0001574226,0.113583066],"study_design_scores_gemma":[0.002634273,0.00060809206,0.9532168,0.00035220775,0.000027094324,0.00026199236,0.022434818,0.000031448133,0.0014087246,0.000080547354,0.01868926,0.0002547239],"about_ca_topic_score_codex":0.009528781,"about_ca_topic_score_gemma":0.2489905,"teacher_disagreement_score":0.23946172,"about_ca_system_score_codex":0.0012087616,"about_ca_system_score_gemma":0.0012725638,"threshold_uncertainty_score":0.99960446},"labels":[],"label_agreement":null},{"id":"W2911123580","doi":"10.1164/rccm.201811-2173le","title":"Obstructive Sleep Apnea and Cognitive Decline in Older Adults","year":2019,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University Health Centre; McGill University; School of Medicine, Boston University; NYU Langone Medical Center","keywords":"Medicine; Obstructive sleep apnea; Cognitive decline; Sleep apnea; Sleep (system call); Cognition; Gerontology; Physical therapy; Cardiology; Dementia; Internal medicine; Psychiatry; Disease","score_opus":0.015496359046483022,"score_gpt":0.3253615405736344,"score_spread":0.3098651815271514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911123580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76082116,0.020587455,0.00019225136,0.21632622,0.0005701203,0.00073741586,0.00006787382,0.0000143251045,0.00068319705],"genre_scores_gemma":[0.7579598,0.00007397795,0.00015374282,0.23870584,0.0029977765,0.000010684763,0.000020860178,0.00006392729,0.000013416024],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9958367,0.0005603552,0.0010219471,0.0006250424,0.0013128251,0.0006431376],"domain_scores_gemma":[0.994135,0.0027940553,0.00041334596,0.00028090374,0.0019206082,0.0004560609],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000610248,0.0005050639,0.0019391198,0.0009105487,0.00006686799,0.000025214751,0.00019132232,0.00040767112,0.0001653619],"category_scores_gemma":[0.004063892,0.000375842,0.00015420927,0.00049381057,0.0042746253,0.00016226429,0.0001609074,0.004395396,0.000005611939],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059368415,0.00017153213,0.22409914,0.004145999,0.00055448886,0.021679997,0.006268557,1.6350015e-7,0.00019896476,0.00005725777,0.0074986257,0.7293884],"study_design_scores_gemma":[0.04027399,0.06181474,0.64047503,0.016475853,0.004097947,0.00867716,0.12666677,0.00006791242,0.00040957617,0.00030994666,0.09886557,0.0018655122],"about_ca_topic_score_codex":0.00005069758,"about_ca_topic_score_gemma":0.000006955711,"teacher_disagreement_score":0.7275229,"about_ca_system_score_codex":0.00015687633,"about_ca_system_score_gemma":0.00017118905,"threshold_uncertainty_score":0.99986935},"labels":[],"label_agreement":null},{"id":"W2911175697","doi":"10.1371/journal.pone.0210732","title":"Adhesion molecule gene variants and plasma protein levels in patients with suspected obstructive sleep apnea","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal; University of British Columbia; Canadian Sleep & Circadian Network; University of British Columbia Hospital; St. Paul's Hospital","funders":"Canadian Institutes of Health Research; British Columbia Lung Association","keywords":"Obstructive sleep apnea; Internal medicine; Endothelial activation; Allele; Medicine; Cell adhesion molecule; Intercellular Adhesion Molecule-1; Polymorphism (computer science); Immunology; Gastroenterology; Endocrinology; Biology; Genetics; Gene; Endothelium","score_opus":0.02087933504536378,"score_gpt":0.22815634625843959,"score_spread":0.2072770112130758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911175697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99618554,0.000022224285,0.000020566884,0.000100085526,0.00001757506,0.0027165303,0.000035258527,0.000044134486,0.0008580783],"genre_scores_gemma":[0.99390525,7.213647e-7,0.005672623,0.00002206945,0.000030743395,0.00007270941,0.000039368744,0.000052489268,0.00020401504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789375,0.00009155352,0.00023389223,0.0005177972,0.00084009074,0.0004229293],"domain_scores_gemma":[0.99895996,0.000051227013,0.00008462784,0.000379416,0.00034119977,0.000183591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000109445355,0.00020972923,0.0004243345,0.0002521392,0.0000429317,0.000022304908,0.000102447804,0.00011805462,0.00026112547],"category_scores_gemma":[0.00019572722,0.0001758227,0.000021893187,0.00042045178,0.000095187585,0.00017390247,0.0001187263,0.0003741723,0.000108343775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014880701,0.0016220245,0.6476519,0.00017982809,0.0002964118,0.0000443321,0.00022006752,9.4277027e-7,0.34732625,0.000067253575,4.9511453e-7,0.0011024211],"study_design_scores_gemma":[0.00699013,0.0010944947,0.73242265,0.00017333245,0.000055729837,0.0000027988178,0.0000588303,0.0011977802,0.25780222,0.000044304103,4.6336058e-7,0.00015725064],"about_ca_topic_score_codex":0.00003295054,"about_ca_topic_score_gemma":0.0000092048285,"teacher_disagreement_score":0.08952402,"about_ca_system_score_codex":0.00018640427,"about_ca_system_score_gemma":0.000036714366,"threshold_uncertainty_score":0.71698415},"labels":[],"label_agreement":null},{"id":"W2911371516","doi":"10.1161/strokeaha.118.023807","title":"Sleep-Disordered Breathing Is Associated With Recurrent Ischemic Stroke","year":2019,"lang":"en","type":"article","venue":"Stroke","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute of Neurological Disorders and Stroke; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; University of Cambridge","keywords":"Medicine; Interquartile range; Hazard ratio; Stroke (engine); Proportional hazards model; Population; Internal medicine; Body mass index; Diabetes mellitus; Confidence interval","score_opus":0.014712136047165099,"score_gpt":0.27781265140286526,"score_spread":0.26310051535570017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911371516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93768907,0.00025746334,0.00010983392,0.0007091425,0.00020740434,0.0007397323,0.00016979643,0.00012403041,0.059993535],"genre_scores_gemma":[0.9877834,0.000010581658,0.0005485685,0.00016964684,0.00009278997,0.000027093629,0.00008614369,0.000060615064,0.011221211],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976183,0.00006232257,0.00025779064,0.00051850535,0.0009060568,0.0006370161],"domain_scores_gemma":[0.99869406,0.00011556962,0.00012200588,0.0005539962,0.00028635902,0.00022800885],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024622216,0.0002563322,0.0004483646,0.00018662743,0.00008127047,0.000041099713,0.00019020798,0.0001528984,0.0015884645],"category_scores_gemma":[0.0001886136,0.00020905149,0.00014128422,0.00028212488,0.00009893811,0.00014616842,0.00010950748,0.00069046364,0.00047059092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017776147,0.0008149521,0.6662191,0.00028109565,0.0021642987,0.0002070013,0.0020043438,0.000010088733,0.24991392,0.00021103976,0.0035318746,0.072864674],"study_design_scores_gemma":[0.065827526,0.010998439,0.5763922,0.0017010086,0.0016557553,0.0006009191,0.00867597,0.022220753,0.25613463,0.00013370442,0.052385453,0.003273692],"about_ca_topic_score_codex":0.000049390423,"about_ca_topic_score_gemma":0.000017648046,"teacher_disagreement_score":0.08982695,"about_ca_system_score_codex":0.0002901279,"about_ca_system_score_gemma":0.000069296475,"threshold_uncertainty_score":0.9993242},"labels":[],"label_agreement":null},{"id":"W2911775119","doi":"10.1007/s12630-019-01318-7","title":"Routine preoperative obstructive sleep apnea screening of elective surgical patients: a single-centre three-month experience","year":2019,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; Western University; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Preoperative care; Apnea; General surgery; Elective surgery; Pediatrics; Surgery; Anesthesia","score_opus":0.01666662293856805,"score_gpt":0.23917474930331303,"score_spread":0.22250812636474498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911775119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9247967,0.001315867,0.00008676644,0.070339434,0.00081017014,0.0014987461,0.00011101474,0.00001643419,0.0010248788],"genre_scores_gemma":[0.9877533,0.000015228795,0.0011784231,0.0048622405,0.004778195,0.000014673344,0.00014807898,0.00034193898,0.00090792],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99076545,0.0007472281,0.0024257505,0.00090337655,0.0026497357,0.0025084722],"domain_scores_gemma":[0.9858418,0.0005764454,0.0028854685,0.0007797687,0.0070962245,0.0028203074],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001081572,0.0012234466,0.002864188,0.0025981024,0.0005551475,0.00033421308,0.0014551384,0.0014089133,0.0007951737],"category_scores_gemma":[0.0011976163,0.0010715696,0.0011643564,0.0013356446,0.0012301035,0.00090459094,0.000057015335,0.0075316946,0.00002237442],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014767599,0.00019872289,0.16074024,0.00032231412,0.0016194943,0.80056536,0.006407383,0.00012961445,0.00002506189,0.000036920712,0.022736117,0.0057420367],"study_design_scores_gemma":[0.006895329,0.0066586975,0.0318419,0.0016137944,0.0009595431,0.9093879,0.002839375,0.000211758,0.00036254473,0.00007273349,0.037841365,0.0013150988],"about_ca_topic_score_codex":0.00639166,"about_ca_topic_score_gemma":0.0060566743,"teacher_disagreement_score":0.12889834,"about_ca_system_score_codex":0.0044335797,"about_ca_system_score_gemma":0.005397164,"threshold_uncertainty_score":0.99988747},"labels":[],"label_agreement":null},{"id":"W2911935372","doi":"10.71781/3296","title":"Apnée obstructive du sommeil durant la grossesse et orthèse dentaire : une étude pilote de faisabilité","year":2018,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.029930993634474434,"score_gpt":0.37605160884450756,"score_spread":0.3461206152100331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911935372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96540517,0.0007399807,0.00020037666,0.001670851,0.0019442193,0.0036542646,0.00042916532,0.000013147329,0.025942817],"genre_scores_gemma":[0.98103666,0.0002852244,0.009043764,0.00011332521,0.0013294433,0.00033485712,0.0020174375,0.00028672133,0.0055525927],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99234605,0.0012248692,0.0012682154,0.0019799513,0.0014841243,0.0016968081],"domain_scores_gemma":[0.9943343,0.0012065644,0.00068458985,0.0014542176,0.0013581185,0.000962205],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023214782,0.0011431895,0.0015276932,0.00036956757,0.00066442747,0.0007958369,0.0018849779,0.0010767009,0.011789795],"category_scores_gemma":[0.00258074,0.0011294957,0.0004193181,0.0011287449,0.001313,0.0011001668,0.00087870477,0.0020303465,0.0037564295],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008212104,0.005581927,0.21125284,0.0015837142,0.0031920457,0.0062565603,0.08422744,0.000038043356,0.059138305,0.0022070582,0.00032493882,0.617985],"study_design_scores_gemma":[0.01642859,0.0019433923,0.7621754,0.0024991257,0.0018620227,0.0019376305,0.10933738,0.0011915378,0.07312204,0.0009628897,0.026521588,0.0020183949],"about_ca_topic_score_codex":0.0049689733,"about_ca_topic_score_gemma":0.015738556,"teacher_disagreement_score":0.6159666,"about_ca_system_score_codex":0.0013931169,"about_ca_system_score_gemma":0.0016410797,"threshold_uncertainty_score":0.9991155},"labels":[],"label_agreement":null},{"id":"W2912150170","doi":"10.1007/s11325-018-01772-5","title":"Adherence to CPAP with a nasal mask combined with mandibular advancement device versus an oronasal mask: a randomized crossover trial","year":2019,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Otorhinolaryngology; Crossover study; Randomized controlled trial; Sleep apnea; Oral appliance; Dentistry; Neurology; Anesthesia; Surgery","score_opus":0.020516107750668915,"score_gpt":0.3093479954748025,"score_spread":0.2888318877241336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912150170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99149185,0.000109420514,0.0017676819,0.00031424116,0.00029934477,0.004139605,0.000010342147,0.00007834822,0.0017891775],"genre_scores_gemma":[0.99228567,0.000008052668,0.0064472444,0.00021721327,0.00016469923,0.0002255207,0.00003718737,0.000054999964,0.00055943616],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99731225,0.00015385744,0.00033726444,0.00070424424,0.0008905221,0.00060187036],"domain_scores_gemma":[0.99850166,0.00026541317,0.00011833124,0.00048565347,0.00019778685,0.00043118297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061158114,0.00034688768,0.00086050254,0.00014834052,0.00016131997,0.00014498357,0.00016078491,0.00010115892,0.00038322946],"category_scores_gemma":[0.00009827123,0.00022779817,0.000080787475,0.00028127778,0.00019561558,0.00038039687,0.00012573604,0.0003540548,0.00005404408],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98503757,0.00027817418,0.0025071013,0.000102437174,0.00054937875,0.00021627865,0.0016758576,0.000038187492,0.0013864037,0.00052108814,0.000003140203,0.0076843733],"study_design_scores_gemma":[0.97382605,0.019412989,0.0007376823,0.00023920435,0.00040038725,0.00009048835,0.0013395265,0.0020483932,0.0011268366,0.0000357773,0.00034016863,0.00040252198],"about_ca_topic_score_codex":0.0002001442,"about_ca_topic_score_gemma":0.000097587326,"teacher_disagreement_score":0.019134814,"about_ca_system_score_codex":0.00016182027,"about_ca_system_score_gemma":0.00008527911,"threshold_uncertainty_score":0.9289339},"labels":[],"label_agreement":null},{"id":"W2912348760","doi":"10.1164/rccm.201808-1509oc","title":"Symptom Subtypes of Obstructive Sleep Apnea Predict Incidence of Cardiovascular Outcomes","year":2019,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":460,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; American Academy of Sleep Medicine Foundation; Case Western Reserve University; York University; Johns Hopkins University; University of Washington","keywords":"Medicine; Internal medicine; Heart failure; Hazard ratio; Obstructive sleep apnea; Proportional hazards model; Sleep apnea; Cardiology; Stroke (engine); Incidence (geometry); Population; Myocardial infarction; Disease; Apnea–hypopnea index; Apnea; Polysomnography; Confidence interval","score_opus":0.013328892978830022,"score_gpt":0.30552942993358195,"score_spread":0.29220053695475195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912348760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862792,0.0117254155,0.00051638286,0.0003769638,0.00025496157,0.00022667702,0.000014420486,0.000007372408,0.0005986335],"genre_scores_gemma":[0.99899596,0.00005747185,0.00049355277,0.00022506979,0.00019683194,0.0000026335413,0.0000011343677,0.000023004197,0.000004335964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967917,0.00030584482,0.00085180276,0.00026521843,0.001489184,0.00029623855],"domain_scores_gemma":[0.99580604,0.0009623955,0.00033645096,0.00045813783,0.002034896,0.0004021064],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00088067475,0.0002134241,0.0016599214,0.00037568668,0.00003506828,0.0000043855466,0.00021628037,0.00007506939,0.00012614302],"category_scores_gemma":[0.0027524235,0.00014690829,0.00035304736,0.00045576083,0.0029780276,0.00015608374,0.00008290409,0.00052215916,0.0000020190073],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008384906,0.00007348104,0.88964385,0.0007861642,0.0009855083,0.00020116864,0.00140609,0.000013602292,0.007419644,0.0006984617,0.000008478733,0.09792504],"study_design_scores_gemma":[0.005177271,0.023400791,0.91635466,0.0009056569,0.0020329086,0.00052568957,0.036777522,0.000050621813,0.013150483,0.00018809209,0.0011681791,0.0002681173],"about_ca_topic_score_codex":0.000056201385,"about_ca_topic_score_gemma":9.2904725e-7,"teacher_disagreement_score":0.09765692,"about_ca_system_score_codex":0.000077400255,"about_ca_system_score_gemma":0.00012991375,"threshold_uncertainty_score":0.9997353},"labels":[],"label_agreement":null},{"id":"W2912654414","doi":"10.5664/jcsm.7640","title":"Treatment of Adult Obstructive Sleep Apnea with Positive Airway Pressure: An American Academy of Sleep Medicine Clinical Practice Guideline","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":828,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Continuous positive airway pressure; Sleep medicine; Obstructive sleep apnea; Guideline; Sleep (system call); Clinical Practice; Sleep apnea; Positive airway pressure; Airway; Intensive care medicine; Physical therapy; Anesthesia; Sleep disorder; Psychiatry; Insomnia","score_opus":0.04930207323475457,"score_gpt":0.45761247021624635,"score_spread":0.4083103969814918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912654414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9307387,0.0026060464,0.003534136,0.052450985,0.0018074763,0.0025685756,0.00007570025,0.000048299415,0.0061700675],"genre_scores_gemma":[0.96822035,0.0014487403,0.021634812,0.0027960185,0.005507505,0.000013733038,0.000045701046,0.00013308646,0.00020003803],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98232925,0.002210247,0.009413483,0.0011106022,0.004061782,0.00087463425],"domain_scores_gemma":[0.97057897,0.009940777,0.009293905,0.0011036915,0.0071906117,0.0018920616],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006584797,0.0008256387,0.006396434,0.0007321707,0.00008144232,0.000009810927,0.00086118584,0.0006267082,0.0009998119],"category_scores_gemma":[0.019768503,0.00047614163,0.0008776052,0.0014027519,0.005063784,0.0007107175,0.00015271002,0.0026154567,0.000023845832],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.062956244,0.007296715,0.27634054,0.0002884342,0.010265904,0.0006338047,0.0015686749,0.00018206722,0.002517654,0.0008945329,0.000860506,0.63619494],"study_design_scores_gemma":[0.08947292,0.27652463,0.55629003,0.0017153496,0.014972784,0.0029265238,0.010712163,0.008442543,0.0045863627,0.00028973623,0.033192176,0.00087479525],"about_ca_topic_score_codex":0.00033612747,"about_ca_topic_score_gemma":0.0000123967675,"teacher_disagreement_score":0.6353201,"about_ca_system_score_codex":0.00022996313,"about_ca_system_score_gemma":0.0003138642,"threshold_uncertainty_score":0.9999134},"labels":[],"label_agreement":null},{"id":"W2912846576","doi":"10.1097/md.0000000000014040","title":"Mandibular width as a novel anthropometric measure for assessing obstructive sleep apnea risk","year":2019,"lang":"en","type":"article","venue":"Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Western Hospital; Hospital for Sick Children; University of Toronto","funders":"Nvidia","keywords":"Medicine; Mandible (arthropod mouthpart); Obstructive sleep apnea; Craniofacial; Odds ratio; Confidence interval; Risk factor; Anthropometry; Dentistry; Airway; Sleep apnea; Surgery; Internal medicine","score_opus":0.02855638319015966,"score_gpt":0.34060535285744337,"score_spread":0.3120489696672837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912846576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9153041,0.0017301387,0.063173994,0.003015969,0.0015145476,0.0029819617,0.00004760515,0.00016337249,0.012068271],"genre_scores_gemma":[0.9906387,0.000027815091,0.0072188457,0.00024229755,0.0009329926,0.00008336386,0.00008169761,0.00010655629,0.00066775706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99623877,0.00009656277,0.0005339215,0.00082564884,0.0015067436,0.00079833635],"domain_scores_gemma":[0.9969182,0.0006862516,0.00028441736,0.0008093406,0.00086121896,0.00044056243],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012081472,0.0003930169,0.0009557845,0.0010527524,0.00022899578,0.000036380137,0.00027251797,0.00023146137,0.0014898066],"category_scores_gemma":[0.0039367485,0.00029472026,0.000185849,0.0018100321,0.0005301065,0.00025836972,0.0001069351,0.0007327915,0.00025750487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002341324,0.0011371736,0.5268925,0.0013516236,0.001747748,0.00019393016,0.0019391336,0.000038510767,0.17432593,0.0023331062,0.0009957161,0.2867033],"study_design_scores_gemma":[0.067322664,0.011605221,0.81351936,0.0012540619,0.0026990299,0.001223706,0.010348121,0.028989695,0.028803058,0.0038299118,0.02880409,0.0016010917],"about_ca_topic_score_codex":0.00023444308,"about_ca_topic_score_gemma":0.000005534703,"teacher_disagreement_score":0.28662685,"about_ca_system_score_codex":0.00038544726,"about_ca_system_score_gemma":0.000099045115,"threshold_uncertainty_score":0.99995047},"labels":[],"label_agreement":null},{"id":"W2912870303","doi":"10.1016/j.sleep.2018.12.027","title":"Continuous positive airway pressure alters brain microstructure and perfusion patterns in patients with obstructive sleep apnea","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; University of Ottawa; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Continuous positive airway pressure; Medicine; Cerebral blood flow; Obstructive sleep apnea; Cerebral perfusion pressure; Anesthesia; Perfusion; Perfusion scanning; Cardiology; Apnea; Magnetic resonance imaging; Internal medicine; Radiology","score_opus":0.003925633460267795,"score_gpt":0.23333337704690268,"score_spread":0.22940774358663488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912870303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99275714,0.0004234394,0.0001316871,0.0024628663,0.0004036547,0.0026711803,0.00012038582,0.000051855495,0.0009777795],"genre_scores_gemma":[0.9978989,0.00000901693,0.00021269497,0.00089539384,0.0002040866,0.000030079089,0.00030495063,0.00008517751,0.00035969677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966017,0.00018712146,0.000470875,0.0009474863,0.0010466988,0.00074609165],"domain_scores_gemma":[0.99808794,0.00025079254,0.0002001598,0.0005955477,0.00046707364,0.0003984782],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029938138,0.0004941439,0.0009303054,0.00047411898,0.00009251924,0.000023409913,0.00020734475,0.0002406005,0.00077381445],"category_scores_gemma":[0.0002365438,0.0003458253,0.000062608655,0.00046393415,0.0004995453,0.00023257353,0.00019034864,0.00088490895,0.000027023458],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026242936,0.00016078503,0.94694054,0.00024557582,0.00023428081,0.000090338464,0.0029941257,0.0000122736665,0.008546254,0.00005324577,0.00007721013,0.038021073],"study_design_scores_gemma":[0.01930459,0.0033190146,0.97179973,0.00048736407,0.0002051919,0.00006661528,0.0018949189,0.000608561,0.0016404671,0.000029720894,0.00029204346,0.00035177745],"about_ca_topic_score_codex":0.00025939726,"about_ca_topic_score_gemma":0.00004464155,"teacher_disagreement_score":0.037669294,"about_ca_system_score_codex":0.00017718936,"about_ca_system_score_gemma":0.000027210035,"threshold_uncertainty_score":0.9998994},"labels":[],"label_agreement":null},{"id":"W2913037897","doi":"10.1111/jsr.61_12619","title":"Feasibility and reproducibility of perioperative measurements of airway collapsibility in children with obstructive sleep apnoea","year":2017,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Reproducibility; Airway; Medicine; Perioperative; Sleep (system call); Anesthesia; Computer science; Statistics; Mathematics","score_opus":0.12135442007451491,"score_gpt":0.4033075424090322,"score_spread":0.2819531223345173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913037897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952469,0.0005938505,0.000021900192,0.00049209106,0.00008441375,0.0020780123,0.000030769406,0.0000037079858,0.0014483384],"genre_scores_gemma":[0.9978934,0.000041307183,0.0018698702,0.0000039061865,0.00009926753,0.000014072398,0.0000018239119,0.000027065515,0.000049289145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99265933,0.0012191857,0.0012782481,0.0010914339,0.003147356,0.0006044334],"domain_scores_gemma":[0.98832136,0.00033409987,0.00090410764,0.002983702,0.0070619616,0.00039473706],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.021042095,0.00025032784,0.0011958277,0.00066682237,0.00030350004,0.00006582749,0.0007285052,0.00017129627,0.00010262831],"category_scores_gemma":[0.01741,0.00017980621,0.0001686332,0.00060521124,0.0033434515,0.0006071159,0.0005008961,0.0015710185,0.000001524434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006581061,0.0011194503,0.9414379,0.00024280447,0.00055805844,0.00002813832,0.001374415,0.0000146247,0.038273245,0.00003727504,0.0000038035691,0.010329234],"study_design_scores_gemma":[0.0066033397,0.002442765,0.8723208,0.00019184028,0.000068858026,0.00014778817,0.0011067102,0.00007502235,0.116726615,0.00019983231,0.0000028658299,0.00011357824],"about_ca_topic_score_codex":0.0006372184,"about_ca_topic_score_gemma":0.00028700722,"teacher_disagreement_score":0.07845337,"about_ca_system_score_codex":0.000821826,"about_ca_system_score_gemma":0.0005382849,"threshold_uncertainty_score":0.9993689},"labels":[],"label_agreement":null},{"id":"W2913440998","doi":"10.1007/s40136-019-00223-3","title":"Clinical Outcomes in OSA—SLEEP GOAL—a More Holistic Approach","year":2019,"lang":"en","type":"article","venue":"Current Otorhinolaryngology Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Sleep (system call); Otorhinolaryngology; Obstructive sleep apnea; Intensive care medicine; Physical medicine and rehabilitation; Internal medicine; Surgery; Computer science","score_opus":0.05626590536050264,"score_gpt":0.3964271305248459,"score_spread":0.3401612251643433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913440998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988214,0.00095339166,0.00017298467,0.00021603798,0.0038015891,0.0019780605,0.000007609202,0.00013563667,0.0045207003],"genre_scores_gemma":[0.9980005,0.00003227739,0.00057859253,0.0001626783,0.0002916138,0.00013377694,0.00015135923,0.00006260711,0.0005865961],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99541205,0.00029519424,0.0014401642,0.0012613058,0.00072797586,0.00086330605],"domain_scores_gemma":[0.9972129,0.00029341807,0.00038539874,0.0014863042,0.0002182887,0.0004036908],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001306491,0.00039421357,0.0013098723,0.0004891651,0.000053113145,0.00002431969,0.0002544089,0.0004245898,0.0003576846],"category_scores_gemma":[0.001268163,0.0003307052,0.00041401584,0.00043167052,0.00042893717,0.0001755912,0.00032880294,0.0017342473,0.00032406233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013022423,0.0013990044,0.988822,0.00024547914,0.0001676603,0.0012859423,0.00012391676,0.000005545094,0.00020969719,0.00021862287,0.0001946024,0.0071972925],"study_design_scores_gemma":[0.002018637,0.0002512431,0.9920427,0.000050057828,0.00009312185,0.001554905,0.00007816747,0.0007386311,0.000041329382,0.00016059352,0.002677628,0.00029295398],"about_ca_topic_score_codex":0.00004175365,"about_ca_topic_score_gemma":0.00000463839,"teacher_disagreement_score":0.009786509,"about_ca_system_score_codex":0.00023055755,"about_ca_system_score_gemma":0.00015966465,"threshold_uncertainty_score":0.9999145},"labels":[],"label_agreement":null},{"id":"W2914056502","doi":"10.1113/ep086845","title":"Vascular responses to hypoxia are not impaired in obstructive sleep apnoea patients free of overt cardiovascular disease","year":2019,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Foothills Medical Centre; Hotchkiss Brain Institute; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Calgary; Heart and Stroke Foundation of Canada; Canadian Institutes of Health Research; Alberta Innovates - Health Solutions; Health Research Board","keywords":"Continuous positive airway pressure; Medicine; Hypoxia (environmental); Intermittent hypoxia; Hypercapnia; Cardiology; Blood pressure; Internal medicine; Anesthesia; Obstructive sleep apnea; Respiratory system; Oxygen","score_opus":0.014988001858251655,"score_gpt":0.2751420975852091,"score_spread":0.2601540957269574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914056502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968105,0.00082599116,0.0000052964688,0.000054453998,0.00034563043,0.0016365299,0.000111518704,0.00003143393,0.00017866335],"genre_scores_gemma":[0.9991445,0.0000055103724,0.00028254287,0.0001844132,0.00008254709,0.00015386459,0.000055490673,0.00005210237,0.00003902517],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9972694,0.00033962115,0.00038342856,0.0007592367,0.0007284508,0.0005198871],"domain_scores_gemma":[0.9979019,0.00010831861,0.000093468705,0.0013940228,0.00017367242,0.000328598],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016062114,0.00029252737,0.000859951,0.00031915028,0.000041768606,0.000006075385,0.00032915364,0.00011891478,0.00028022076],"category_scores_gemma":[0.0003700967,0.00027260126,0.00049745926,0.00035605035,0.00021947375,0.00012893844,0.00051853585,0.00023005164,0.00015471806],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007905448,0.0011496266,0.110801876,0.00010287261,0.00084967486,0.000042236243,0.0006950717,0.00016287334,0.8774298,0.000105733336,0.000048828897,0.00070599007],"study_design_scores_gemma":[0.0051920665,0.0007903697,0.8420694,0.000046854708,0.000048040307,0.0000018009514,0.0007750361,0.00011204503,0.15053359,0.00007428026,0.00014628345,0.0002102253],"about_ca_topic_score_codex":0.00023108015,"about_ca_topic_score_gemma":0.000002067084,"teacher_disagreement_score":0.7312675,"about_ca_system_score_codex":0.00039555223,"about_ca_system_score_gemma":0.000049507635,"threshold_uncertainty_score":0.99997264},"labels":[],"label_agreement":null},{"id":"W2914301289","doi":"10.1016/j.sleep.2019.01.035","title":"Effect of calf muscle electrical stimulation on rostral fluid shift, snoring and obstructive sleep apnea","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; Women's College Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Stimulation; Medicine; Sleep (system call); Physical medicine and rehabilitation; Apnea; Cardiology; Anesthesia; Internal medicine; Computer science","score_opus":0.01040299695412714,"score_gpt":0.2958919774675891,"score_spread":0.28548898051346194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914301289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99414873,0.00040280723,0.000281306,0.00047871142,0.00045045512,0.0014378842,0.0000074114796,0.00006693254,0.002725778],"genre_scores_gemma":[0.9991297,0.0000104122355,0.00014051262,0.00008461781,0.00042895006,0.000026366763,0.000046940488,0.00005248626,0.00007997853],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970634,0.00022435427,0.00048567253,0.0006069203,0.0010530588,0.00056662393],"domain_scores_gemma":[0.99784774,0.0009785633,0.00014275778,0.0005087876,0.00016744742,0.00035472485],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007572125,0.00033664049,0.00084029697,0.00045042636,0.00007069231,0.000008854728,0.00014089528,0.00018754842,0.00041116198],"category_scores_gemma":[0.0009150866,0.00024800756,0.00010498627,0.00059072877,0.00033424707,0.00013053574,0.000082732135,0.00060894684,0.00006422074],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052822693,0.00022394778,0.37981582,0.00080797507,0.00039392072,0.00010582148,0.0011773616,0.00021474183,0.22466892,0.0014960407,0.00004395082,0.38576925],"study_design_scores_gemma":[0.013337902,0.015100957,0.8724379,0.0002567528,0.00037249413,0.000055107685,0.00013914508,0.026803175,0.07091477,0.00016115698,0.00013345091,0.0002872128],"about_ca_topic_score_codex":0.00010524219,"about_ca_topic_score_gemma":0.0000029254238,"teacher_disagreement_score":0.49262205,"about_ca_system_score_codex":0.00021683598,"about_ca_system_score_gemma":0.00001940725,"threshold_uncertainty_score":0.9999972},"labels":[],"label_agreement":null},{"id":"W2914660674","doi":"10.1016/j.sleep.2019.01.011","title":"Assessment and treatment of pediatric obstructive sleep apnea in Canada: history and current state of affairs","year":2019,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Stollery Children's Hospital; Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Polysomnography; Medicine; Sleep apnea; Sleep medicine; MEDLINE; Family medicine; Pediatrics; Apnea; Political science; Sleep disorder; Psychiatry; Internal medicine; Law; Insomnia","score_opus":0.057842746571369986,"score_gpt":0.35052725961229036,"score_spread":0.29268451304092036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914660674","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009274643,0.98619753,0.000014122653,0.000045202676,0.0010105574,0.0026678185,0.00014337372,0.000008971409,0.00063780206],"genre_scores_gemma":[0.025355032,0.9738688,0.00012486448,0.000004607305,0.00026129148,0.00011685751,0.00013602928,0.00007399131,0.00005853009],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958471,0.00028226554,0.0014462852,0.0008007577,0.0010928542,0.00053075404],"domain_scores_gemma":[0.99714166,0.00062468066,0.0009128944,0.0006570634,0.00026681562,0.00039686027],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003840858,0.0006699461,0.0042360793,0.0010855079,0.000019932364,0.0000021228132,0.000168491,0.00013001666,0.000110990484],"category_scores_gemma":[0.0001342759,0.0004764583,0.00017145736,0.00052637473,0.0004789995,0.000058557456,0.0001381447,0.0005863166,0.0000016367292],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006076823,0.00019604455,0.0135551365,0.024533147,0.0004780067,0.00008753911,0.00033517551,7.957407e-7,0.0000032308492,0.000034654142,0.000050743474,0.96066475],"study_design_scores_gemma":[0.027628914,0.009997115,0.31609094,0.020415284,0.023056798,0.00040776617,0.0023023735,0.0009076308,0.00001628147,0.00009523994,0.5969462,0.0021354845],"about_ca_topic_score_codex":0.08503047,"about_ca_topic_score_gemma":0.03992649,"teacher_disagreement_score":0.9585293,"about_ca_system_score_codex":0.007394243,"about_ca_system_score_gemma":0.0026321542,"threshold_uncertainty_score":0.99976873},"labels":[],"label_agreement":null},{"id":"W2914801942","doi":"10.1111/jgs.15758","title":"CPAP Adherence May Slow 1‐Year Cognitive Decline in Older Adults with Mild Cognitive Impairment and Apnea","year":2019,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Institute on Aging","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Wechsler Adult Intelligence Scale; Sleep apnea; Cognition; Dementia; Physical therapy; Psychomotor learning; Pediatrics; Internal medicine; Disease; Psychiatry","score_opus":0.009424508716082636,"score_gpt":0.28636723648787493,"score_spread":0.2769427277717923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914801942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969628,0.00035161158,0.00017528061,0.0012837375,0.00012712661,0.0009214081,0.000027011047,0.0000075639005,0.00014346377],"genre_scores_gemma":[0.9960801,0.0003822218,0.0022704755,0.000936576,0.00018175582,0.000010007064,0.0000025507384,0.000034348483,0.00010197038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978087,0.0001719454,0.00044653812,0.00028510208,0.00088655803,0.00040115856],"domain_scores_gemma":[0.99755794,0.00046939924,0.0007923423,0.00018914191,0.0007785325,0.00021265204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006623873,0.00022047014,0.00060378225,0.00011195721,0.000059561287,0.0000352186,0.00020636471,0.00006412745,0.000061281025],"category_scores_gemma":[0.00018853806,0.00013584981,0.00027857907,0.0010324325,0.00052376854,0.00013767176,0.00021831655,0.0008616391,0.000012710111],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049442113,0.00046832024,0.97900677,0.0001342949,0.00040355008,0.00004625299,0.004403768,0.00000482898,0.00040577914,0.0000037434677,0.00020845134,0.009970041],"study_design_scores_gemma":[0.012560914,0.0030410085,0.95192534,0.00049793767,0.00023067556,0.00025415394,0.03021677,0.00033535913,0.0006980886,0.000018284545,0.000034512133,0.00018696814],"about_ca_topic_score_codex":0.000101634236,"about_ca_topic_score_gemma":0.000008090255,"teacher_disagreement_score":0.027081432,"about_ca_system_score_codex":0.00021337521,"about_ca_system_score_gemma":0.00023530184,"threshold_uncertainty_score":0.55397946},"labels":[],"label_agreement":null},{"id":"W2914973997","doi":"10.5664/jcsm.7638","title":"Treatment of Adult Obstructive Sleep Apnea With Positive Airway Pressure: An American Academy of Sleep Medicine Systematic Review, Meta-Analysis, and GRADE Assessment","year":2019,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":696,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Meta-analysis; Sleep (system call); Sleep medicine; Airway; Sleep apnea; Positive airway pressure; Polysomnography; Apnea; Anesthesia; Sleep disorder; Internal medicine; Insomnia; Psychiatry","score_opus":0.15014302202603305,"score_gpt":0.4995440719755015,"score_spread":0.3494010499494684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914973997","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021811904,0.98738676,0.000926372,0.0036341674,0.0002772161,0.007080672,0.00020466409,0.000017950666,0.000254063],"genre_scores_gemma":[0.008169726,0.98716503,0.0025031744,0.00046449198,0.0010599381,0.00018544636,0.0001488514,0.0001642223,0.0001390925],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.97479314,0.0055132476,0.01268095,0.0014059438,0.004812478,0.0007942395],"domain_scores_gemma":[0.96393394,0.008933701,0.020738732,0.0016073128,0.0031770254,0.0016092582],"candidate_categories":["metaepi_narrow","metaepi_broad","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.006494034,0.0016681938,0.047746975,0.0019174125,0.00008354644,0.000014172075,0.0010595532,0.0007177079,0.00046622942],"category_scores_gemma":[0.004950563,0.0007722104,0.005600532,0.003189477,0.0036788257,0.00030838943,0.0001699982,0.0028149514,0.0000043885043],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086659595,0.001707875,0.00095761666,0.35885546,0.47497532,0.00024252696,0.00024949666,0.0000064890783,0.0000059115896,0.00018515189,0.000037291058,0.1619103],"study_design_scores_gemma":[0.006535027,0.031956237,0.0022831315,0.09007787,0.86369205,0.0011143038,0.00046715865,0.00023506516,0.0000114596105,0.000021386883,0.0030828386,0.0005234498],"about_ca_topic_score_codex":0.00015697129,"about_ca_topic_score_gemma":0.00001200265,"teacher_disagreement_score":0.38871676,"about_ca_system_score_codex":0.00039426776,"about_ca_system_score_gemma":0.0003666299,"threshold_uncertainty_score":0.9996065},"labels":[],"label_agreement":null},{"id":"W2915085385","doi":"10.1164/rccm.2601005","title":"Update in Sleep and Control of Ventilation 2005","year":2006,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Sleep (system call); Ventilation (architecture); Intensive care medicine","score_opus":0.02795540909272016,"score_gpt":0.3781476569799008,"score_spread":0.3501922478871807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915085385","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0041123424,0.99474555,0.00029492195,0.00029371952,0.00010341045,0.00028847757,0.000022289969,0.0000033434555,0.00013592781],"genre_scores_gemma":[0.27559018,0.723237,0.00018680368,0.00028555564,0.0006397269,0.000007949337,0.000009594707,0.000039634262,0.0000035845242],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972443,0.00043989794,0.0011800368,0.00023515635,0.00061079784,0.00028981458],"domain_scores_gemma":[0.99775904,0.00069679023,0.000488921,0.00017972432,0.00052331254,0.0003521841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008870589,0.00025825022,0.0025458466,0.0007023298,0.000029472354,0.0000073282436,0.00010005963,0.000121722645,0.000056235353],"category_scores_gemma":[0.0010268776,0.00017737667,0.00017434488,0.00037636806,0.0019776553,0.0000768705,0.00003239146,0.00083049067,8.690126e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024561942,0.000046667723,0.0030204738,0.0071655335,0.00008784375,0.0004097942,0.00006147775,1.1436929e-7,0.000024275858,0.00016706022,0.00003178373,0.9887394],"study_design_scores_gemma":[0.005730694,0.010629165,0.0074764723,0.022373669,0.0045209127,0.0013286488,0.0019371908,0.000011185416,0.000021596912,0.00007523047,0.94551915,0.00037607242],"about_ca_topic_score_codex":0.000015145802,"about_ca_topic_score_gemma":0.0000053259805,"teacher_disagreement_score":0.98836327,"about_ca_system_score_codex":0.00011778673,"about_ca_system_score_gemma":0.00015846142,"threshold_uncertainty_score":0.72867537},"labels":[],"label_agreement":null},{"id":"W2916039614","doi":"10.1002/hpm.2758","title":"Effectiveness of nasal continuous airway pressure therapy in patients with obstructive sleep apnea","year":2019,"lang":"en","type":"article","venue":"The International Journal of Health Planning and Management","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Polysomnography; Apnea; Apnea–hypopnea index; Sleep apnea; Anesthesia; Population; Hypopnea; Positive airway pressure; Physical therapy; Internal medicine","score_opus":0.010906057241716583,"score_gpt":0.3024241940054484,"score_spread":0.29151813676373184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916039614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99686956,0.00072150666,0.0003827353,0.00057718245,0.0002814407,0.00071189034,0.000004952198,0.0000032877294,0.00044746834],"genre_scores_gemma":[0.9995031,0.0000465458,0.00025861262,0.00010639495,0.000027907612,0.000005300868,0.0000045660668,0.000009644682,0.000037948623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855554,0.00018055455,0.00032236986,0.00011265591,0.00068233954,0.00014651813],"domain_scores_gemma":[0.9990072,0.00017193488,0.0003362522,0.00010010379,0.00033799303,0.00004648863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010897417,0.0000884705,0.0002880993,0.00022355844,0.000025856736,0.00001328929,0.0001825397,0.000021618584,0.000012557193],"category_scores_gemma":[0.000021278536,0.00005199829,0.00003373153,0.0000821188,0.00005568565,0.00008122859,0.000062118634,0.00022152867,0.0000010197139],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00850273,0.00025409466,0.93501115,0.00038410598,0.001158185,0.00003406256,0.0008705791,0.0008269556,0.00008456833,0.00053554674,0.00002543837,0.052312564],"study_design_scores_gemma":[0.0073872926,0.0017096268,0.9887563,0.0006489481,0.000021462576,0.000019562436,0.0005933195,0.00017160126,0.00021535541,0.00007317726,0.0003571697,0.00004619028],"about_ca_topic_score_codex":0.00003461973,"about_ca_topic_score_gemma":4.5254683e-7,"teacher_disagreement_score":0.053745124,"about_ca_system_score_codex":0.00008729402,"about_ca_system_score_gemma":0.000026997575,"threshold_uncertainty_score":0.21204288},"labels":[],"label_agreement":null},{"id":"W2916677161","doi":"10.1016/j.sleep.2019.02.004","title":"Introduction to the special issue: pediatric sleep medicine in Canada","year":2019,"lang":"en","type":"editorial","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Sleep Society; McGill University; Douglas College; Douglas Mental Health University Institute","funders":"","keywords":"Sleep medicine; Medicine; Psychiatry; Sleep disorder","score_opus":0.007508148949588808,"score_gpt":0.27645750353597526,"score_spread":0.26894935458638647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916677161","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017989213,0.0018826874,0.000032542135,0.12172982,0.8623884,0.0031072628,0.00010821536,0.00005753796,0.008894657],"genre_scores_gemma":[0.0029826118,0.0006217722,0.00004304099,0.0011270235,0.98574847,0.00015651008,0.001262685,0.00021044147,0.007847465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9877022,0.00043355196,0.0017162424,0.001832246,0.006752516,0.0015632802],"domain_scores_gemma":[0.992945,0.001965418,0.00052000245,0.0022980296,0.0013732954,0.00089825783],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025756697,0.0010431748,0.0024327636,0.0015542934,0.00017649705,0.00002224663,0.0012330303,0.0008049432,0.014816427],"category_scores_gemma":[0.015181859,0.0006687335,0.0001473269,0.0030265106,0.00041010315,0.00012121605,0.0004130427,0.00458014,0.0011659677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008937281,0.000072228126,0.0022530362,0.0005783906,0.00018786198,0.00032961962,0.00062840874,0.000050145703,0.000049253333,0.000019431993,0.9710794,0.02385848],"study_design_scores_gemma":[0.006218222,0.0014308662,0.0064853947,0.00029602167,0.0007896251,0.00003736973,0.001263117,0.00012792759,0.000020467976,0.000019807247,0.9827762,0.0005349729],"about_ca_topic_score_codex":0.5825981,"about_ca_topic_score_gemma":0.6441172,"teacher_disagreement_score":0.12336009,"about_ca_system_score_codex":0.0061132107,"about_ca_system_score_gemma":0.002538846,"threshold_uncertainty_score":0.99961174},"labels":[],"label_agreement":null},{"id":"W2916768628","doi":"10.1177/0194599819829415","title":"Surgery for Obstructive Sleep Apnea in Obese Children: Literature Review and Meta‐analysis","year":2019,"lang":"en","type":"review","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Uvulopalatopharyngoplasty; Overweight; Meta-analysis; Tonsillectomy; Adenoidectomy; Psychological intervention; Obesity; Polysomnography; Pediatrics; Physical therapy; Surgery; Apnea; Anesthesia; Internal medicine","score_opus":0.052613689869115264,"score_gpt":0.35806021517689623,"score_spread":0.305446525307781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916768628","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000307538,0.9913826,0.00004986118,0.0003544713,0.000120666424,0.0071465652,0.00068992574,0.000036663052,0.00018849099],"genre_scores_gemma":[0.000027855975,0.99409604,0.00059342774,0.0004966714,0.00012752641,0.0017612604,0.0023849646,0.00012734707,0.0003848991],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.995193,0.00093448383,0.0012177365,0.0014836252,0.00033605148,0.0008350846],"domain_scores_gemma":[0.99586886,0.0017465051,0.0005595048,0.0012246021,0.00033269654,0.0002678378],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010864091,0.00087976316,0.013134511,0.0021580807,0.000061072926,0.00004169291,0.0003377462,0.0010272245,0.00039170147],"category_scores_gemma":[0.000838222,0.00064049626,0.0041691475,0.0030306852,0.00024872337,0.00015257929,0.0002645173,0.0014852119,0.00005946654],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082194165,0.00021554311,0.00335535,0.36174956,0.3813543,0.00037588368,0.000056894973,1.9624066e-7,3.7426702e-7,0.00040241482,0.00032963962,0.25207767],"study_design_scores_gemma":[0.0004977038,0.00012727335,0.0022543774,0.0035499507,0.8019849,0.0014514517,0.0000033068259,0.000013141853,6.0782673e-7,0.000034358058,0.18947229,0.00061064353],"about_ca_topic_score_codex":0.000019980685,"about_ca_topic_score_gemma":0.000023136843,"teacher_disagreement_score":0.4206306,"about_ca_system_score_codex":0.0001693082,"about_ca_system_score_gemma":0.00016420122,"threshold_uncertainty_score":0.99960464},"labels":[],"label_agreement":null},{"id":"W2916936452","doi":"10.1513/annalsats.201701-028cme","title":"ATS Core Curriculum 2017: Part I. Adult Sleep Medicine","year":2017,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Curriculum; Core (optical fiber); Sleep medicine; Core curriculum; Medical education; Sleep (system call); MEDLINE; Intensive care medicine; Psychiatry; Sleep disorder; Pedagogy","score_opus":0.34835628884193587,"score_gpt":0.5347177669571384,"score_spread":0.18636147811520248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916936452","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005743946,0.98935825,0.0000145286385,0.0036405856,0.00070556626,0.0017873984,0.00017647844,0.00007219851,0.0036705756],"genre_scores_gemma":[0.00034441284,0.99499804,0.00036636228,0.0011370941,0.0013760738,0.00013933422,0.00010878785,0.00013837998,0.0013915283],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949191,0.0004763159,0.0011452343,0.0008876197,0.0016369999,0.0009346972],"domain_scores_gemma":[0.9907799,0.00042117096,0.0035962034,0.0033954058,0.0013647977,0.00044254155],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013858097,0.00079725473,0.004629136,0.00012746395,0.00043027103,0.000029666837,0.0019409561,0.000316638,0.00017073606],"category_scores_gemma":[0.0022239531,0.00045230647,0.0033544274,0.0010372775,0.005063772,0.00010687905,0.0008178278,0.0016361516,0.00013575432],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030048857,0.00014226983,0.0005203106,0.007984188,0.001684583,0.000018296743,0.00015604944,8.4402274e-8,0.0000029685148,0.000055979057,0.070297904,0.9191073],"study_design_scores_gemma":[0.00029242146,0.0004745997,0.00067271956,0.016537353,0.0023516796,0.0001598557,0.00058160524,0.00004654643,0.000017124423,0.000111298046,0.97829235,0.00046246272],"about_ca_topic_score_codex":0.00041851803,"about_ca_topic_score_gemma":0.000006941045,"teacher_disagreement_score":0.91864485,"about_ca_system_score_codex":0.00014270187,"about_ca_system_score_gemma":0.00033052565,"threshold_uncertainty_score":0.9997929},"labels":[],"label_agreement":null},{"id":"W2917597392","doi":"","title":"Craniofacial Morphology in Children With Obesity or Down Syndrome With and Without Obstructive Sleep Apnea","year":2018,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Obstructive sleep apnea; Craniofacial; Obesity; Sleep apnea; Medicine; Craniofacial abnormality; Sleep (system call); Internal medicine; Psychiatry; Computer science","score_opus":0.009023176139506804,"score_gpt":0.25778114896724397,"score_spread":0.24875797282773715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917597392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99009454,0.0001277317,0.00009181093,0.00007184522,0.000077936194,0.0012526445,0.000057422632,0.000045825487,0.008180239],"genre_scores_gemma":[0.9915338,0.000056131485,0.004332049,0.0000075619014,0.00004610188,0.0000022999309,0.0002608131,0.000052262865,0.003708967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979694,0.00009647309,0.0001419207,0.00075953885,0.0005759431,0.00045674827],"domain_scores_gemma":[0.99859226,0.00002889167,0.00028852184,0.0004480192,0.00039449133,0.0002478382],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012853231,0.00040894482,0.00097460026,0.00021691843,0.0001758733,0.000013105274,0.00027589218,0.0004529809,0.005824773],"category_scores_gemma":[0.00003130109,0.0003623916,0.00007308031,0.00020579442,0.000722843,0.0003697518,0.00009511096,0.0005064637,0.000014831243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017317958,0.00033449088,0.9488909,0.0003549026,0.0015420747,0.0006559767,0.014794178,0.0000012907293,0.0006325725,0.000058886973,0.000018209668,0.015398563],"study_design_scores_gemma":[0.0056053763,0.002446106,0.96800196,0.00017876952,0.00056002906,0.0008727445,0.021777254,0.000049828835,0.00011303682,0.00000565167,0.00001326512,0.00037595062],"about_ca_topic_score_codex":0.07983753,"about_ca_topic_score_gemma":0.16422968,"teacher_disagreement_score":0.084392145,"about_ca_system_score_codex":0.0005424443,"about_ca_system_score_gemma":0.00020009285,"threshold_uncertainty_score":0.9998828},"labels":[],"label_agreement":null},{"id":"W2918061323","doi":"10.1016/j.apnr.2019.02.005","title":"Implementing protocol for obstructive sleep apnea screening in the primary care setting","year":2019,"lang":"en","type":"article","venue":"Applied Nursing Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University Health Network","keywords":"Medicine; Obstructive sleep apnea; Referral; Guideline; Continuous positive airway pressure; Population; Sleep apnea; Sleep study; Emergency medicine; Disease; Physical therapy; Intensive care medicine; Polysomnography; Apnea; Internal medicine; Family medicine","score_opus":0.051269343061279476,"score_gpt":0.4198874671874992,"score_spread":0.36861812412621975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918061323","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2635911,0.00005088348,0.0021768785,0.0018297766,0.00010687588,0.5423924,0.000028055654,0.00012690683,0.18969716],"genre_scores_gemma":[0.7827785,1.4166565e-7,0.011753278,0.000095773525,0.00033012038,0.20478606,0.00009270173,0.00008852022,0.00007491448],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99448365,0.00031983163,0.00048354053,0.0008190262,0.0019190626,0.001974886],"domain_scores_gemma":[0.9968797,0.001466075,0.000104449784,0.0007746774,0.00062611705,0.00014900585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045738826,0.00025509243,0.0003897246,0.00064717396,0.00067360664,0.00016924327,0.00056934264,0.00016099986,0.00007202269],"category_scores_gemma":[0.00024693925,0.0001993225,0.00012571226,0.0012093137,0.0003591633,0.00014388809,0.00025521495,0.001541937,0.00005155222],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029078177,0.00026179006,0.049966246,0.0019277704,0.000075377655,0.000022496446,0.014453505,0.000023196066,0.044151355,0.005535606,0.00028876556,0.88038605],"study_design_scores_gemma":[0.04362002,0.0027121156,0.4756925,0.0031942201,0.00012029092,0.0001737717,0.37493044,0.0078723235,0.058850225,0.010607724,0.020780686,0.0014456832],"about_ca_topic_score_codex":0.00003293717,"about_ca_topic_score_gemma":0.0000064915166,"teacher_disagreement_score":0.8789404,"about_ca_system_score_codex":0.0008070438,"about_ca_system_score_gemma":0.00016002082,"threshold_uncertainty_score":0.8128135},"labels":[],"label_agreement":null},{"id":"W2918503535","doi":"10.1007/s11325-019-01811-9","title":"Short- and long-term continuous positive airway pressure usage in the post-stroke population with obstructive sleep apnea","year":2019,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; Toronto General Hospital; University of Toronto; University Health Network; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Continuous positive airway pressure; Medicine; Obstructive sleep apnea; Stroke (engine); Population; Sleep apnea; Neurology; Hypoxemia; Emergency medicine; Observational study; Physical therapy; Pediatrics; Intensive care medicine; Internal medicine","score_opus":0.007908662059589086,"score_gpt":0.25374025225321867,"score_spread":0.24583159019362957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918503535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99580467,0.0007769832,0.00015817424,0.00038007606,0.00007768552,0.0013545679,0.000049926755,0.00003096073,0.0013669506],"genre_scores_gemma":[0.9991632,0.000009345837,0.00024424164,0.00020138275,0.00009151851,0.000026192205,0.00007000335,0.000031192805,0.00016291981],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982145,0.00016202717,0.00022663803,0.0005039007,0.00049246533,0.00040048576],"domain_scores_gemma":[0.99914604,0.00020657064,0.00007030584,0.00030157616,0.00015453646,0.00012097487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003522122,0.000248988,0.00038068334,0.00018594792,0.00014833767,0.00011676195,0.000115656345,0.00013705577,0.00004679957],"category_scores_gemma":[0.000051286283,0.00016175915,0.00005115006,0.00017665426,0.00015675351,0.00038009862,0.00009835748,0.0005444966,0.0000058397873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055286667,0.0000750823,0.89681834,0.00011257566,0.00020340002,0.0002182592,0.0034759648,0.000005190848,0.0044906028,0.00015981992,4.214047e-7,0.09388746],"study_design_scores_gemma":[0.0019187669,0.00060247874,0.99261093,0.00012271924,0.00022319013,0.00074933126,0.0016003033,0.0011378024,0.0008037262,0.000028584032,0.0000069410585,0.00019523506],"about_ca_topic_score_codex":0.000223304,"about_ca_topic_score_gemma":0.00007791101,"teacher_disagreement_score":0.09579256,"about_ca_system_score_codex":0.000054351625,"about_ca_system_score_gemma":0.0000088804345,"threshold_uncertainty_score":0.6596347},"labels":[],"label_agreement":null},{"id":"W2920198441","doi":"10.1113/ep087441","title":"Quantitative assessment of nocturnal neural respiratory drive in children with and without obstructive sleep apnoea using surface EMG","year":2019,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Polysomnography; Medicine; Interquartile range; Sleep (system call); Respiratory system; Diaphragm (acoustics); Sleep study; Breathing; Anesthesia; Cardiology; Physical therapy; Internal medicine; Apnea","score_opus":0.027493876732010376,"score_gpt":0.3682822378962777,"score_spread":0.3407883611642673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920198441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99828994,0.00034069552,0.000027373748,0.000013443486,0.00008118244,0.0009240801,0.000013052974,0.000012817408,0.00029743646],"genre_scores_gemma":[0.9941664,0.0000015326285,0.0056705796,0.00006289767,0.000034041397,0.000011651164,0.000012860549,0.000032958043,0.0000071231466],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99836826,0.00022183418,0.00027740747,0.0004921932,0.00029854308,0.00034173118],"domain_scores_gemma":[0.99930567,0.000060441063,0.00016903474,0.00025376177,0.000103475555,0.000107611784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106417065,0.00023050683,0.0005687333,0.0001496525,0.000045495137,0.000007827282,0.00010146502,0.000090014066,0.00010362088],"category_scores_gemma":[0.000013134853,0.00018437105,0.00005095449,0.00020362025,0.0005696758,0.00018056548,0.00015387154,0.00038584883,0.0000042835977],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000652367,0.00012151574,0.43328488,0.000011845498,0.0001434686,0.0000025202123,0.00044944958,0.00042482137,0.5645896,0.00027784755,3.0150088e-7,0.000041371244],"study_design_scores_gemma":[0.0037869522,0.0023631384,0.8456118,0.00003196509,0.000020994528,0.000055926932,0.0026698557,0.00838795,0.13688935,0.000027752667,7.125495e-7,0.0001536185],"about_ca_topic_score_codex":0.00018813825,"about_ca_topic_score_gemma":0.000005675231,"teacher_disagreement_score":0.42770025,"about_ca_system_score_codex":0.00022812035,"about_ca_system_score_gemma":0.00006239609,"threshold_uncertainty_score":0.75184333},"labels":[],"label_agreement":null},{"id":"W2920882139","doi":"10.29390/cjrt-2018-005","title":"Obstructive sleep apnoea in patients with fibrotic diffuse parenchymal lung disease—characterization and treatment compliance assessment","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; Internal medicine; Polysomnography; Interstitial lung disease; Gastroenterology; Lung","score_opus":0.028506256052365654,"score_gpt":0.29413970033165004,"score_spread":0.26563344427928437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920882139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984026,0.00031001584,0.00026827713,0.00017165462,0.00014007608,0.0006040203,0.000049755898,0.000004110919,0.000049495535],"genre_scores_gemma":[0.9992742,0.000015356138,0.00021132763,0.00024528464,0.00018385067,0.0000123126865,0.000014726103,0.000027366403,0.000015563035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986946,0.0001331136,0.00030344728,0.00021267628,0.00032239314,0.00033380068],"domain_scores_gemma":[0.9981346,0.00003278668,0.00019689345,0.00021463986,0.00051468145,0.0009063868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012496249,0.00018397818,0.0003103529,0.0004139106,0.00012514756,0.000052543888,0.00009840485,0.00005028359,0.00012355448],"category_scores_gemma":[0.000033464014,0.00013614976,0.00004596048,0.00024844892,0.0003154878,0.00023365348,0.0000065278186,0.00018962962,0.000002096868],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009416785,0.00012481831,0.9362002,0.000014123017,0.00013007375,0.0001265551,0.00032783457,0.0000019864744,0.0006707436,0.000028801938,0.0000044572193,0.0614287],"study_design_scores_gemma":[0.007818159,0.00270431,0.98700064,0.00014124271,0.000031714902,0.000008200489,0.00006185724,0.0001821666,0.00019809845,0.000012382966,0.0017154682,0.00012575954],"about_ca_topic_score_codex":0.00014510585,"about_ca_topic_score_gemma":0.0008709184,"teacher_disagreement_score":0.06130294,"about_ca_system_score_codex":0.0009481149,"about_ca_system_score_gemma":0.0007555267,"threshold_uncertainty_score":0.5552026},"labels":[],"label_agreement":null},{"id":"W2921346422","doi":"10.1016/j.cxom.2018.11.007","title":"Maxillomandibular Advancement","year":2019,"lang":"en","type":"article","venue":"Atlas of the Oral and Maxillofacial Surgery Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital de l'Enfant-Jésus; Université Laval","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Population; Positive pressure; Airway; Positive airway pressure; Sleep apnea; Disease; Reduction (mathematics); Intensive care medicine; Surgery; Anesthesia; Internal medicine","score_opus":0.022345457917696383,"score_gpt":0.29904142806742895,"score_spread":0.2766959701497326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921346422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99569786,0.00035573213,0.000015617517,0.0013325316,0.0008267231,0.00045239888,0.000015782598,0.00001799496,0.0012853497],"genre_scores_gemma":[0.9968177,0.0005869847,0.00021967689,0.00031988422,0.000025998412,0.000007193934,0.000011727971,0.000020563972,0.0019902622],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986118,0.000039872026,0.00038767443,0.0002520084,0.00042954306,0.0002790979],"domain_scores_gemma":[0.9991417,0.00007592482,0.0001437873,0.0003989707,0.00012451773,0.00011511551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047616145,0.00013817789,0.00044834343,0.00006537664,0.000063801475,0.000010630992,0.00011583868,0.00009202608,0.0003250136],"category_scores_gemma":[0.00026243366,0.00008847309,0.0002519422,0.00021222878,0.00020200895,0.000085391635,0.00022770505,0.00018823855,0.00010337967],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041055641,0.000114511575,0.74622506,0.00011337058,0.00010629537,0.0000104780775,0.000031401054,0.0000033232036,0.0026252624,0.0006804716,0.000060795937,0.24961849],"study_design_scores_gemma":[0.0014535184,0.00032805715,0.45817217,0.00008553171,0.00011737608,0.0000412718,0.000111417154,0.00019350967,0.0069761253,0.001033263,0.5312437,0.00024405276],"about_ca_topic_score_codex":0.00006591374,"about_ca_topic_score_gemma":0.0000027729943,"teacher_disagreement_score":0.5311829,"about_ca_system_score_codex":0.000030863568,"about_ca_system_score_gemma":0.00005063323,"threshold_uncertainty_score":0.36078277},"labels":[],"label_agreement":null},{"id":"W2922189800","doi":"10.5664/jcsm.7676","title":"Objective Relationship Between Sleep Apnea and Frequency of Snoring Assessed by Machine Learning","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto General Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Rehabilitation; Sleep apnea; Gerontology; Sleep medicine; Sleep disorder; Physical therapy; Psychiatry","score_opus":0.07168449395205558,"score_gpt":0.4113015248051383,"score_spread":0.33961703085308276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922189800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888426,0.0020227418,0.00246173,0.0027225923,0.0005315575,0.0003765077,0.0000076633605,0.000017241353,0.0030173862],"genre_scores_gemma":[0.9966596,0.000091987196,0.001725247,0.00011222361,0.0011509301,0.0000018014905,0.00001772066,0.00004069981,0.00019983624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99488693,0.0006253913,0.0024862331,0.000338011,0.0013070985,0.00035633545],"domain_scores_gemma":[0.9888696,0.007714096,0.0015933557,0.00031179943,0.00090436795,0.00060674973],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0055663907,0.0002420843,0.0017186529,0.00038781366,0.00007474619,0.000010525095,0.00023749132,0.00029640563,0.00039567277],"category_scores_gemma":[0.019370219,0.00017077531,0.00026378315,0.0005172737,0.0004869738,0.0002725816,0.00009576192,0.0027276191,0.00001791719],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046034151,0.00017170286,0.96582884,0.0001673757,0.00045466676,0.000046194906,0.00019273051,0.0000072745797,0.003426674,0.00016239134,0.00005289944,0.029028919],"study_design_scores_gemma":[0.009730915,0.0050093876,0.9810508,0.00037398722,0.0005701339,0.00011098946,0.0004448885,0.0009083413,0.0005141385,0.0007606919,0.00038136635,0.00014437814],"about_ca_topic_score_codex":0.000079408506,"about_ca_topic_score_gemma":0.000003622136,"teacher_disagreement_score":0.028884541,"about_ca_system_score_codex":0.00009778239,"about_ca_system_score_gemma":0.00008466636,"threshold_uncertainty_score":0.9995731},"labels":[],"label_agreement":null},{"id":"W2922276576","doi":"10.1164/rccm.201811-2097pp","title":"Could Adjunctive Pharmacology Mitigate Cardiovascular Consequences of Obstructive Sleep Apnea?","year":2019,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network; University of British Columbia, Okanagan Campus; University of British Columbia; Canadian Sleep & Circadian Network","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Intensive care medicine; Apnea; Adjunctive treatment; Pharmacology; Anesthesia; Internal medicine","score_opus":0.020195364007413764,"score_gpt":0.33168769249025687,"score_spread":0.3114923284828431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922276576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796134,0.016626516,0.00027809272,0.0012476678,0.0006034162,0.00030105058,0.00001975501,0.000009571017,0.0013004957],"genre_scores_gemma":[0.9979014,0.00007572157,0.0003862126,0.0011253537,0.00047501526,0.0000058502756,0.0000018539946,0.00002362739,0.0000049912833],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9970631,0.0005140065,0.00068347476,0.0003239162,0.0010372282,0.00037825038],"domain_scores_gemma":[0.99589324,0.0008392697,0.0002750724,0.0002634368,0.002190273,0.00053870265],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00076735194,0.00023535345,0.001427564,0.0003554117,0.00005957919,0.000006010211,0.00017494212,0.00008784104,0.00034601983],"category_scores_gemma":[0.0010276396,0.00016960331,0.00029933962,0.00045265805,0.0067223716,0.00014644957,0.000060831855,0.00077254284,0.000004642579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060976674,0.0002456767,0.274602,0.0017172376,0.004375592,0.0029215147,0.005317455,0.00003270897,0.35331303,0.0031395939,0.00018092486,0.34805658],"study_design_scores_gemma":[0.033486333,0.12063896,0.2552654,0.0018790053,0.010472248,0.0073499875,0.24873835,0.00013925218,0.29437855,0.0015201186,0.024757735,0.0013740292],"about_ca_topic_score_codex":0.000036504596,"about_ca_topic_score_gemma":5.4386504e-7,"teacher_disagreement_score":0.34668255,"about_ca_system_score_codex":0.00011602338,"about_ca_system_score_gemma":0.00018956487,"threshold_uncertainty_score":0.99598074},"labels":[],"label_agreement":null},{"id":"W2922311587","doi":"10.5664/jcsm.7664","title":"Disconnection Between Self-Reported and Objective Cognitive Impairment in Obstructive Sleep Apnea","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Medicine; Polysomnography; Montreal Cognitive Assessment; Cognition; Cognitive decline; Mood; Dementia; Neuropsychology; Physical therapy; Sleep apnea; Apnea–hypopnea index; Clinical psychology; Audiology; Cognitive impairment; Psychiatry; Apnea; Internal medicine; Disease","score_opus":0.04368626347814128,"score_gpt":0.3984161472501704,"score_spread":0.3547298837720291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922311587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921707,0.0004077637,0.0005781271,0.0024387953,0.001162489,0.0012006899,0.0000065287136,0.000027255966,0.0020076695],"genre_scores_gemma":[0.9970477,0.00014988695,0.0005236588,0.00026548767,0.0018948192,0.000009393033,0.000012484106,0.00004227604,0.0000542571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994192,0.0005873926,0.0028326483,0.0005586224,0.0013215358,0.00050781394],"domain_scores_gemma":[0.99266297,0.0036224322,0.0014993541,0.00029463196,0.0011739839,0.00074663607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004512022,0.0003375919,0.0019863439,0.00065469154,0.00005719053,0.000016197748,0.00016357888,0.00033446623,0.00036145124],"category_scores_gemma":[0.005904971,0.0002331504,0.0003014405,0.00070094765,0.0005249631,0.0003607462,0.00012817247,0.00207191,0.000029733723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031236333,0.0005638113,0.9138426,0.0001008962,0.0021623343,0.00047478563,0.0010342262,0.0000031006286,0.00027616724,0.000048095695,0.000021582098,0.07834877],"study_design_scores_gemma":[0.02278718,0.009311527,0.95926726,0.00050668645,0.0013297368,0.0006737365,0.00403062,0.0006909879,0.00034233634,0.00072610757,0.00012795707,0.00020585653],"about_ca_topic_score_codex":0.00006314604,"about_ca_topic_score_gemma":0.000013543826,"teacher_disagreement_score":0.07814291,"about_ca_system_score_codex":0.00031931812,"about_ca_system_score_gemma":0.0001443633,"threshold_uncertainty_score":0.9507597},"labels":[],"label_agreement":null},{"id":"W2922892627","doi":"10.1016/j.ijporl.2019.03.024","title":"Pediatric pre-tonsillectomy education programs: A systematic review","year":2019,"lang":"en","type":"review","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Tonsillectomy; MEDLINE; Intensive care medicine; Family medicine; Pediatrics; Surgery","score_opus":0.041320545475468214,"score_gpt":0.3939500071198452,"score_spread":0.352629461644377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922892627","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024392775,0.9886068,0.0000416105,0.00015816875,0.00501183,0.0054513123,0.00002375038,0.00003894109,0.0004236325],"genre_scores_gemma":[0.00008130194,0.9904942,0.00046553998,0.0002321017,0.007484945,0.0003121528,0.00016334507,0.00012083293,0.00064559665],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99249053,0.00095111015,0.0034065212,0.000564056,0.0020679368,0.0005198507],"domain_scores_gemma":[0.9902888,0.0006643184,0.004577432,0.0007200869,0.0033646326,0.00038475037],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015196573,0.0006748338,0.0048969584,0.002881329,0.000043861746,0.00008707194,0.0016578884,0.00061393547,0.00028270762],"category_scores_gemma":[0.0030964082,0.00049131946,0.0019834135,0.0011772292,0.000071478506,0.00031849052,0.00030118835,0.0019187271,0.00052122335],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049304566,0.00084525323,0.0031111452,0.9328836,0.0021397672,0.00039329042,0.000039637915,6.818592e-8,1.5536912e-7,0.000067963425,0.0026011055,0.057868686],"study_design_scores_gemma":[0.0029792802,0.0024359939,0.00046650923,0.4826841,0.1047883,0.045714628,0.00004260018,0.000011338193,4.5697445e-7,0.00009007056,0.35936257,0.0014241551],"about_ca_topic_score_codex":0.00001090298,"about_ca_topic_score_gemma":7.6065925e-7,"teacher_disagreement_score":0.4501995,"about_ca_system_score_codex":0.0012455645,"about_ca_system_score_gemma":0.004591167,"threshold_uncertainty_score":0.99975383},"labels":[],"label_agreement":null},{"id":"W2923317081","doi":"10.1503/cjs.002818","title":"Prevalence of obstructive sleep apnea in male patients with surgically treated maxillary and zygomatic fractures","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Dentistry; Sleep apnea; Orthodontics; Anesthesia","score_opus":0.010733309247688186,"score_gpt":0.22968838370244998,"score_spread":0.2189550744547618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923317081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99837023,0.00069501385,0.000003801021,0.000105357525,0.00010248695,0.00026421357,0.000028789671,0.0000018991526,0.00042821924],"genre_scores_gemma":[0.99968123,0.00002274746,0.00014369053,0.000037264268,0.000022207374,0.0000015947344,0.0000047009494,0.000020139803,0.00006640215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985586,0.00009483931,0.0004719968,0.00015659492,0.00039018772,0.00032781574],"domain_scores_gemma":[0.9981296,0.00037756085,0.0002858155,0.0001778248,0.00048089624,0.0005482868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033774824,0.00014026105,0.0005261664,0.0007885094,0.000025080693,0.000015145673,0.00008833277,0.00008724667,0.00067773747],"category_scores_gemma":[0.00032439802,0.00010488923,0.000081331025,0.0003365324,0.00020408201,0.00020856364,0.000011340799,0.0003053249,0.0000035412847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000351213,0.000037189042,0.990443,0.00035515812,0.000109735876,0.0008773115,0.00019292605,0.000011597805,0.00014691183,0.000006340212,0.000019516876,0.007449134],"study_design_scores_gemma":[0.00120791,0.00021403424,0.99679774,0.00040869915,0.000048946793,0.0004996992,0.00015307359,0.000042611013,0.00046282908,0.000020372443,0.00004478246,0.00009931661],"about_ca_topic_score_codex":0.00074897497,"about_ca_topic_score_gemma":0.00039706187,"teacher_disagreement_score":0.007349817,"about_ca_system_score_codex":0.00017496738,"about_ca_system_score_gemma":0.00043296194,"threshold_uncertainty_score":0.74207497},"labels":[],"label_agreement":null},{"id":"W2923357251","doi":"10.1136/bmjopen-2018-024632","title":"Effect of CPAP therapy on kidney function in patients with obstructive sleep apnoea and chronic kidney disease: a protocol for a randomised controlled clinical trial","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"Cumming School of Medicine, University of Calgary; Agence Nationale de la Recherche; Philips Respironics","keywords":"Medicine; Kidney disease; Renal function; Epworth Sleepiness Scale; Continuous positive airway pressure; Internal medicine; Positive airway pressure; Dialysis; Randomized controlled trial; Nephrology; Physical therapy; Clinical trial; Quality of life (healthcare); Albuminuria; Obstructive sleep apnea; Polysomnography","score_opus":0.04189727841815833,"score_gpt":0.428366654099767,"score_spread":0.38646937568160866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923357251","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4574534,0.0000017762936,0.000018226705,0.00013153157,0.00010985313,0.54193115,0.0000288149,0.000007937646,0.00031731324],"genre_scores_gemma":[0.37773526,3.0867872e-7,0.000059740225,0.00023124392,0.00016003315,0.62160826,0.00005829939,0.000038523798,0.00010835165],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9967536,0.0010284246,0.00073347415,0.00056842196,0.00059896224,0.0003171329],"domain_scores_gemma":[0.99696887,0.0013711224,0.00039969277,0.0005338952,0.00025020677,0.00047624673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027419862,0.00026089713,0.0013578064,0.00015588045,0.00004424389,0.00004470758,0.00020084433,0.0001246174,0.00024849133],"category_scores_gemma":[0.003712321,0.00015458679,0.00021317106,0.00018170035,0.00013930003,0.00016932384,0.00010242945,0.00026391572,0.000011260986],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8155645,0.00079406844,0.16482815,0.0005395544,0.00046972264,0.000002541316,0.000029739318,0.0000021908927,0.0000918387,0.00002892724,0.00013341286,0.01751536],"study_design_scores_gemma":[0.8180762,0.054189336,0.12533139,0.00048804135,0.00012259281,3.4992414e-7,0.0000054383554,0.00079869764,0.00027547363,0.000029742057,0.0005374018,0.0001453497],"about_ca_topic_score_codex":0.000015550386,"about_ca_topic_score_gemma":0.0000022848558,"teacher_disagreement_score":0.07971814,"about_ca_system_score_codex":0.00016197869,"about_ca_system_score_gemma":0.0005491273,"threshold_uncertainty_score":0.63038665},"labels":[],"label_agreement":null},{"id":"W2925169924","doi":"10.1615/critreveukaryotgeneexpr.2019025748","title":"Association of LEPR Gln223Arg Polymorphism with Obstructive Sleep Apnea Syndrome: A Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"Critical Reviews in Eukaryotic Gene Expression","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Odds ratio; Meta-analysis; Polymorphism (computer science); Internal medicine; Confidence interval; Leptin receptor; Obesity; Genotype; Leptin; Genetics; Gene; Biology","score_opus":0.10854301554026245,"score_gpt":0.39202144721366455,"score_spread":0.2834784316734021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2925169924","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005824763,0.99234253,0.00190838,0.00020628342,0.00024472846,0.004289989,0.00016878408,0.00003428247,0.0007467855],"genre_scores_gemma":[0.0015975516,0.9845191,0.0114274295,0.00006111486,0.00010928604,0.00085413305,0.00028264933,0.00016355726,0.0009851247],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98945713,0.0025853598,0.0030596813,0.0017254578,0.002100431,0.0010719186],"domain_scores_gemma":[0.9926588,0.0026240142,0.0013788074,0.0022046377,0.00062312774,0.0005106231],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002598192,0.0011440692,0.015164619,0.001566917,0.00008633584,0.00005147552,0.0007116487,0.00094963465,0.001685654],"category_scores_gemma":[0.006103964,0.0007142466,0.005355945,0.0033447773,0.00033748607,0.00024832654,0.0004421432,0.0018247856,0.00035891362],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029071697,0.0020158186,0.0031342339,0.180867,0.18076298,0.0012241451,0.00024257194,0.000018216184,0.00017730614,0.0005006421,0.00047234548,0.630294],"study_design_scores_gemma":[0.0013791249,0.0006912792,0.00083560403,0.015336228,0.8967876,0.0004879387,0.00005531045,0.000082375416,0.00022015224,0.00015363189,0.08268642,0.0012843617],"about_ca_topic_score_codex":0.000029292563,"about_ca_topic_score_gemma":0.000006160745,"teacher_disagreement_score":0.7160246,"about_ca_system_score_codex":0.001078105,"about_ca_system_score_gemma":0.00025688484,"threshold_uncertainty_score":0.99953085},"labels":[],"label_agreement":null},{"id":"W2926215360","doi":"10.1016/j.chest.2019.02.301","title":"THE USE OF STOP-BANG QUESTIONNAIRE TO SCREEN TWO DIFFERENT DEMOGRAPHICS OF PATIENTS FROM KUWAIT AND CANADA REFERRED TO SLEEP CLINICS FOR SUSPECTED OSA","year":2019,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Demographics; Physical therapy; Sleep apnea; Sleep study; Sleep (system call); Pediatrics; Apnea; Polysomnography; Internal medicine; Demography","score_opus":0.03372899274037198,"score_gpt":0.30173474393481187,"score_spread":0.26800575119443987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2926215360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969031,0.00010170387,0.0008087388,0.0009317621,0.00031576378,0.0007645967,0.00016122419,0.00000483271,0.000008235634],"genre_scores_gemma":[0.9978678,0.000027905826,0.0017793522,0.000114237555,0.0001157463,0.0000070551223,0.000025748095,0.000023257535,0.000038895552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834895,0.00009360847,0.0004854701,0.0001891819,0.0006020585,0.00028075857],"domain_scores_gemma":[0.9976174,0.00052449125,0.00021486352,0.0002999423,0.0009567883,0.0003865047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025187252,0.00013477502,0.0003453552,0.00013249938,0.00011278177,0.00003328566,0.00016908997,0.00005870018,0.000017072884],"category_scores_gemma":[0.0012535049,0.00009120183,0.00007967322,0.00018342202,0.00007153924,0.000063145635,0.00009152269,0.00033259942,7.5103344e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001102273,0.0000895051,0.97977525,0.00004908053,0.00019232779,0.0000035790008,0.00016799463,0.000017288154,0.0019206232,0.00005920121,0.00033152103,0.016291331],"study_design_scores_gemma":[0.0027185204,0.00063254946,0.99227613,0.00016755275,0.0000817185,0.0000042245542,0.00018752337,0.00043204788,0.0017529475,0.00007411149,0.001581965,0.00009071001],"about_ca_topic_score_codex":0.020517396,"about_ca_topic_score_gemma":0.11422973,"teacher_disagreement_score":0.09371234,"about_ca_system_score_codex":0.00019731435,"about_ca_system_score_gemma":0.00015712575,"threshold_uncertainty_score":0.98600507},"labels":[],"label_agreement":null},{"id":"W2928524511","doi":"10.1016/j.chest.2019.02.295","title":"PREVALENCE OF COGNITIVE IMPAIRMENT IN OSA AND ITS ASSOCIATION WITH THE SEVERITY OF OSA: A CROSS SECTIONAL STUDY","year":2019,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Epworth Sleepiness Scale; Polysomnography; Cross-sectional study; Cognition; Obstructive sleep apnea; Excessive daytime sleepiness; Cognitive impairment; Internal medicine; Physical therapy; Severity of illness; Pediatrics; Sleep disorder; Psychiatry; Apnea","score_opus":0.01840148538066765,"score_gpt":0.32142021800434306,"score_spread":0.3030187326236754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2928524511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989956,0.0000831551,0.000010018118,0.00013034053,0.000041419506,0.0006093137,0.0000136168255,0.0000017602083,0.000114753464],"genre_scores_gemma":[0.9997467,0.000013391119,0.000020216192,0.000008266334,0.00004395541,0.0000066812217,6.029848e-7,0.0000052692976,0.00015493749],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987736,0.0001361343,0.00020435883,0.00010837629,0.00064390624,0.00013365006],"domain_scores_gemma":[0.99886703,0.00025250902,0.00022343434,0.000058770664,0.00054755126,0.000050676448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001296851,0.00006241201,0.00015592546,0.00006948699,0.000041388244,0.000014362562,0.000054359167,0.00003906468,0.00011012219],"category_scores_gemma":[0.00028492493,0.000038840542,0.0000278332,0.00014496763,0.00006373984,0.00010578131,0.000040294,0.00040853358,0.000002637939],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006807237,0.00044454198,0.9945043,0.00020302746,0.00014765169,0.0000109589855,0.0021707641,0.0000037251693,0.0016322706,0.0000024816272,0.0000019113897,0.00019765916],"study_design_scores_gemma":[0.0038900601,0.0012538596,0.9873205,0.000111643625,0.000045416557,0.00014405951,0.001886079,0.00008237488,0.005219719,0.000010141274,7.6036804e-7,0.000035395264],"about_ca_topic_score_codex":0.000013227998,"about_ca_topic_score_gemma":0.0000103823395,"teacher_disagreement_score":0.0071837935,"about_ca_system_score_codex":0.00020755547,"about_ca_system_score_gemma":0.00009037306,"threshold_uncertainty_score":0.17748979},"labels":[],"label_agreement":null},{"id":"W2931830864","doi":"10.1016/j.smrv.2019.03.010","title":"Matrix metalloproteinases as possible biomarkers of obstructive sleep apnea severity – A systematic review","year":2019,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Canadian Sleep & Circadian Network; University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Medicine; Matrix metalloproteinase; Hypoxemia; Oxidative stress; Sleep apnea; Hypoxia (environmental); Intermittent hypoxia; Hypopnea; Internal medicine; Cardiology; Apnea; Bioinformatics; Polysomnography; Biology","score_opus":0.06289453170197615,"score_gpt":0.3958608590312839,"score_spread":0.33296632732930775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2931830864","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000026588682,0.9499251,0.00010835598,0.0002863026,0.00085047097,0.04413248,0.00012695171,0.000121078905,0.004446591],"genre_scores_gemma":[0.0000036110084,0.99213326,0.0011550508,0.00032395014,0.00043656857,0.0033613788,0.0006177786,0.00032729396,0.0016411077],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9824102,0.0038147017,0.007459279,0.0020644185,0.0028994523,0.0013519846],"domain_scores_gemma":[0.9859974,0.0013353387,0.0058740526,0.0046889368,0.0011439612,0.0009603212],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.006800003,0.0022775158,0.028772255,0.0015359822,0.00014175008,0.00003116376,0.0016797057,0.0008298186,0.0024168],"category_scores_gemma":[0.014488753,0.0013835246,0.004389901,0.0041864067,0.0010342665,0.0002951157,0.00061606226,0.0019014778,0.0027263588],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032895197,0.00013186967,0.0000049270466,0.6508163,0.0034482966,0.00011448163,0.000038503556,1.1984894e-8,0.0000053243016,0.00011333509,0.00048889674,0.34480515],"study_design_scores_gemma":[0.00088721566,0.0006551099,0.000003143726,0.6269967,0.048688944,0.0015357931,0.00007382977,0.000010630175,0.000006829063,0.000027645401,0.32041946,0.000694714],"about_ca_topic_score_codex":0.00014681446,"about_ca_topic_score_gemma":0.0000045890774,"teacher_disagreement_score":0.34411046,"about_ca_system_score_codex":0.0010016963,"about_ca_system_score_gemma":0.000538448,"threshold_uncertainty_score":0.9989964},"labels":[],"label_agreement":null},{"id":"W2935895485","doi":"10.1093/sleep/zsz067.284","title":"0285 Sex As A Biological Variable On The Inflammatory Effects Of Intermittent Hypoxia","year":2019,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Peripheral blood mononuclear cell; Medicine; Intermittent hypoxia; Hypoxia (environmental); Obstructive sleep apnea; Confounding; Internal medicine; Cytokine; Immunology; Endocrinology; Physiology; In vitro; Biology","score_opus":0.012128661477607673,"score_gpt":0.26070324552566976,"score_spread":0.2485745840480621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935895485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750874,0.00007712122,0.00003499046,0.00043531632,0.00028281772,0.0009517643,0.0000021294625,0.00003387477,0.023094572],"genre_scores_gemma":[0.9983031,0.000005544205,0.000103009435,0.0004550382,0.0000921974,0.000044436198,0.0000044962703,0.000017032786,0.000975101],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987331,0.00015282434,0.00018940504,0.0002525477,0.0003881873,0.0002839078],"domain_scores_gemma":[0.9987069,0.00053221034,0.00006373661,0.0005114199,0.000088422,0.00009735096],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003415493,0.0001327704,0.00026277427,0.00008666337,0.000032749605,0.000008808697,0.0002024226,0.00010533394,0.0010248144],"category_scores_gemma":[0.0006158769,0.00007441887,0.00009730326,0.00016238005,0.00014695643,0.000028799803,0.00015849737,0.0003468345,0.0011543046],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010682193,0.0007401564,0.18021837,0.00060311536,0.00055015134,0.00016465397,0.0005884301,0.00001453151,0.7320902,0.04880793,0.0006562948,0.034497973],"study_design_scores_gemma":[0.0066771493,0.006462084,0.550551,0.0005099102,0.00013678406,0.00010503636,0.00076319126,0.0019292161,0.41846555,0.0040493757,0.0099103,0.00044039197],"about_ca_topic_score_codex":0.000014679335,"about_ca_topic_score_gemma":2.8370087e-7,"teacher_disagreement_score":0.37033263,"about_ca_system_score_codex":0.000079660225,"about_ca_system_score_gemma":0.000027343485,"threshold_uncertainty_score":0.99988836},"labels":[],"label_agreement":null},{"id":"W2936564915","doi":"10.1093/sleep/zsz067.305","title":"0306 Symptom Phenotype in Adults with Mild OSA","year":2019,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Excessive daytime sleepiness; Polysomnography; Perceived Stress Scale; Physical therapy; Pittsburgh Sleep Quality Index; Psychology; Beck Depression Inventory; Population; Medicine; Sleep disorder; Clinical psychology; Insomnia; Psychiatry; Sleep quality; Stress (linguistics)","score_opus":0.008178106666414676,"score_gpt":0.2578969004340567,"score_spread":0.24971879376764206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936564915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9700638,0.00016955445,0.000029138544,0.0005139567,0.00014060493,0.0007072792,0.0000043303166,0.000045101584,0.0283262],"genre_scores_gemma":[0.9983506,0.000005859025,0.0005757152,0.00016715823,0.000095872536,0.000021167496,0.000020790121,0.00003336211,0.0007294479],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863565,0.000035061068,0.00015327324,0.00033387743,0.0004553468,0.00038681753],"domain_scores_gemma":[0.99925923,0.000040745617,0.000033548775,0.00042368332,0.00010821287,0.00013454843],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012581455,0.00013428755,0.00023718504,0.00017722062,0.00001936118,0.0000109023385,0.00011623673,0.00007579995,0.0010405796],"category_scores_gemma":[0.000044043994,0.00010286982,0.00003893023,0.00037882492,0.00006645448,0.00008632086,0.00005915707,0.0003150448,0.0014338718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014129673,0.00021863169,0.9715148,0.0002133825,0.00007033272,0.00010262898,0.0007449146,0.000014730473,0.0034284198,0.00085351994,0.000081210695,0.021344414],"study_design_scores_gemma":[0.0119938245,0.0010233637,0.97631526,0.00037918641,0.000041100604,0.00003270384,0.0007548662,0.0022274412,0.0047692745,0.00013148542,0.0020356132,0.00029587757],"about_ca_topic_score_codex":0.00014495183,"about_ca_topic_score_gemma":0.000083992214,"teacher_disagreement_score":0.028286794,"about_ca_system_score_codex":0.00014646743,"about_ca_system_score_gemma":0.00003405174,"threshold_uncertainty_score":0.9998726},"labels":[],"label_agreement":null},{"id":"W2936646908","doi":"10.15331/jdsm.7066","title":"Will the orthodontic profession disappear?","year":2019,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Dentistry; Medicine; Orthodontics","score_opus":0.015779020540217698,"score_gpt":0.3296928106296931,"score_spread":0.3139137900894754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936646908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981884,0.0009487451,0.00028498351,0.010536873,0.0015063306,0.0005306441,5.809397e-7,0.000010910273,0.0042969016],"genre_scores_gemma":[0.9967923,0.000055356293,0.00023710218,0.0005971162,0.0010024318,0.0000025931415,0.0000030358585,0.000028952194,0.0012810718],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972736,0.00016791146,0.000603316,0.00015882672,0.0014858178,0.00031048144],"domain_scores_gemma":[0.9985361,0.00021693004,0.0003673644,0.00034021077,0.0002565518,0.00028280975],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012132858,0.00016385959,0.00050532504,0.00017714902,0.000075189164,0.0000102125705,0.0002893893,0.00008195715,0.0023014683],"category_scores_gemma":[0.0004955442,0.00007744788,0.00017080238,0.00039819084,0.00027229098,0.00028667288,0.00013096457,0.0008473527,0.00012659523],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011585178,0.00024258865,0.92014456,0.00012116102,0.0002783926,0.0004373136,0.00075685745,0.000005830119,0.039393436,0.00019875077,0.0020282457,0.035234366],"study_design_scores_gemma":[0.015437608,0.0058748145,0.93634397,0.0014344299,0.0007172541,0.00769972,0.010566794,0.000873064,0.003091021,0.00034406918,0.01735338,0.00026387422],"about_ca_topic_score_codex":0.00001411069,"about_ca_topic_score_gemma":0.000005446276,"teacher_disagreement_score":0.036302414,"about_ca_system_score_codex":0.00019877774,"about_ca_system_score_gemma":0.000037475285,"threshold_uncertainty_score":0.99861056},"labels":[],"label_agreement":null},{"id":"W2936743863","doi":"10.2147/ndt.s193869","title":"&lt;p&gt;The influence of non-breathing-related sleep fragmentation on cognitive function in patients with cerebral small vessel disease&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Cognition; Polysomnography; Internal medicine; Breathing; Audiology; Cognitive impairment; Disease; Psychiatry; Apnea","score_opus":0.005393896074589214,"score_gpt":0.22479788737292622,"score_spread":0.21940399129833701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936743863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99659055,0.00024910885,0.0000078304165,0.00020677388,0.00014170147,0.002308437,0.000095934105,0.000027253516,0.00037237752],"genre_scores_gemma":[0.99927026,0.00004562628,0.000018860614,0.0001636472,0.000034317094,0.000121340054,0.00020602274,0.000039144074,0.00010079493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816,0.00012874822,0.00030359178,0.00055739377,0.00055109843,0.00029915417],"domain_scores_gemma":[0.99883103,0.00012730341,0.00015923132,0.00035548248,0.00017694515,0.00035001774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058540714,0.00029089642,0.00028193695,0.0002380295,0.000095030206,0.000025635261,0.0000704444,0.00004640927,0.000057189816],"category_scores_gemma":[0.00003942951,0.00018696331,0.00009157556,0.0005546517,0.00010515593,0.0001366534,0.000034403638,0.00015041107,0.000057211146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012006006,0.002701659,0.9733384,0.00013341855,0.00032458483,0.00005484308,0.00020399624,0.00057884183,0.000102776656,0.00013938406,0.0000053084386,0.010410733],"study_design_scores_gemma":[0.014767248,0.0041384855,0.97889423,0.00015725124,0.0010150807,0.0000012178192,0.000044142053,0.00073629664,0.000020238125,0.000059357608,0.000013424056,0.0001530274],"about_ca_topic_score_codex":0.000028408715,"about_ca_topic_score_gemma":0.000007401363,"teacher_disagreement_score":0.010257705,"about_ca_system_score_codex":0.00012189538,"about_ca_system_score_gemma":0.00009426274,"threshold_uncertainty_score":0.7624143},"labels":[],"label_agreement":null},{"id":"W2936749034","doi":"10.1093/sleep/zsz067.518","title":"0520 Treatment of Adult Obstructive Sleep Apnea with Positive Airway Pressure: An American Academy of Sleep Medicine Clinical Practice Guideline","year":2019,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Continuous positive airway pressure; Guideline; Obstructive sleep apnea; Medicine; Sleep medicine; Sleep (system call); Clinical Practice; Positive airway pressure; Sleep apnea; Physical therapy; Intensive care medicine; Anesthesia; Sleep disorder; Psychiatry; Insomnia; Pathology","score_opus":0.024300708605197126,"score_gpt":0.38545019282984605,"score_spread":0.36114948422464893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936749034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96773404,0.001008272,0.0022283492,0.009974711,0.0004342619,0.004030143,0.00025904484,0.00012471597,0.014206458],"genre_scores_gemma":[0.9768368,0.00013634216,0.020798888,0.00089841447,0.0006737446,0.00006802675,0.0001613402,0.00012354075,0.0003028876],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99356496,0.00073635497,0.0018684305,0.0012179861,0.0018306284,0.00078166067],"domain_scores_gemma":[0.99334437,0.001097076,0.0014934769,0.0010607399,0.0023180502,0.0006862754],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000817515,0.00062165497,0.0020488917,0.00041110234,0.00007830364,0.000011281342,0.0004425823,0.00030541603,0.00064360176],"category_scores_gemma":[0.0013266706,0.00043577253,0.00029921436,0.0010681247,0.0019785564,0.0005030111,0.0001416203,0.0007506022,0.00006633141],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.029831981,0.006538047,0.22000782,0.00038811925,0.008300488,0.00019089605,0.0049773855,0.00044044436,0.01742689,0.0042148707,0.00029332764,0.7073897],"study_design_scores_gemma":[0.06551132,0.13888341,0.5543845,0.0006751222,0.01247908,0.0009495839,0.027572166,0.040804047,0.12176496,0.00034869995,0.03446071,0.0021663585],"about_ca_topic_score_codex":0.0008811502,"about_ca_topic_score_gemma":0.000025128193,"teacher_disagreement_score":0.7052234,"about_ca_system_score_codex":0.00024659143,"about_ca_system_score_gemma":0.000096804244,"threshold_uncertainty_score":0.9998094},"labels":[],"label_agreement":null},{"id":"W2936787775","doi":"10.1113/jp277775","title":"Intermittent hypoxia impairs uterine artery function in pregnant mice","year":2019,"lang":"en","type":"article","venue":"The Journal of Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Providence Health Care; University of British Columbia Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; National Institutes of Health; National Institute for Health and Care Research","keywords":"Medicine; Hypoxia (environmental); Uterine artery; Fetus; Spiral artery; Internal medicine; Pregnancy; Oxidative stress; Endocrinology; Gestation; Intermittent hypoxia; Placenta; Preeclampsia; Obstructive sleep apnea; Biology","score_opus":0.016086106735856462,"score_gpt":0.2888737304486677,"score_spread":0.27278762371281123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936787775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99803835,0.0002078738,0.000065769826,0.0007237651,0.0005232826,0.00020390908,8.9083244e-7,0.0000043249624,0.00023180884],"genre_scores_gemma":[0.99923503,0.00006322733,0.00004717162,0.00019380084,0.00023763179,0.0000016415471,0.0000010996854,0.000011355125,0.00020901249],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99899006,0.00020978235,0.00031729534,0.00008966914,0.00017884046,0.00021437151],"domain_scores_gemma":[0.9992804,0.00013385525,0.00018063247,0.00021448027,0.00013084528,0.00005980246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004376959,0.00008970193,0.00029633043,0.0001614905,0.000015613436,0.0000032948594,0.00016030135,0.000048116442,0.00039512006],"category_scores_gemma":[0.000047596746,0.000049693088,0.00009267778,0.000120659206,0.00008310824,0.00008488295,0.00008063145,0.00046032833,0.00011030441],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023683663,0.00013503029,0.0034096136,0.00005537397,0.00011048756,0.000021119953,0.00023485711,0.000040965897,0.98471636,0.00002313646,0.0001021849,0.008782531],"study_design_scores_gemma":[0.0024593822,0.0031529025,0.97866464,0.00014525055,0.0000529148,0.00084190513,0.00056252413,0.00057240104,0.012387274,0.00056747487,0.00052907737,0.000064244705],"about_ca_topic_score_codex":0.000011349141,"about_ca_topic_score_gemma":0.000003952083,"teacher_disagreement_score":0.975255,"about_ca_system_score_codex":0.00009718566,"about_ca_system_score_gemma":0.000033109434,"threshold_uncertainty_score":0.43262878},"labels":[],"label_agreement":null},{"id":"W2936883731","doi":"10.1002/lary.27987","title":"Does drug‐induced sleep endoscopy affect surgical outcome? A multicenter study of 326 obstructive sleep apnea patients","year":2019,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Body mass index; Sleep apnea; Blood pressure; Anesthesia; Apnea; Surgery; Internal medicine","score_opus":0.01684599355622055,"score_gpt":0.30891770965741167,"score_spread":0.2920717161011911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936883731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907042,0.00004169632,0.0000056867852,0.00032398087,0.0012251717,0.0052214577,0.00003752755,0.00008319825,0.002357088],"genre_scores_gemma":[0.99871635,0.0000027611354,0.00013619137,0.00009893286,0.00017808481,0.0001393438,0.000026379044,0.00009270401,0.0006092196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955288,0.0007429086,0.0007642863,0.00076157023,0.0014095891,0.00079284783],"domain_scores_gemma":[0.99692804,0.0007396445,0.00030677614,0.0013120854,0.00044681926,0.00026663608],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006925457,0.00046728496,0.001039811,0.00025743325,0.00015489143,0.000042041018,0.00062604435,0.00013916128,0.000952083],"category_scores_gemma":[0.00028689718,0.00023729523,0.00027017118,0.0005758489,0.00021549752,0.0002364332,0.00056347356,0.0008404288,0.00051650195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023971582,0.002305798,0.9822381,0.00017198669,0.0006513121,0.00005966025,0.0037897043,0.000005814393,0.005136669,0.00004052187,0.000016719006,0.0031865665],"study_design_scores_gemma":[0.021838073,0.0024493004,0.94553393,0.00006718364,0.0003700173,0.000007673157,0.00498233,0.0009801472,0.023180326,0.000023421197,0.00020447328,0.00036312378],"about_ca_topic_score_codex":0.00041292512,"about_ca_topic_score_gemma":0.00007104152,"teacher_disagreement_score":0.036704157,"about_ca_system_score_codex":0.0002014401,"about_ca_system_score_gemma":0.000027282165,"threshold_uncertainty_score":0.9999612},"labels":[],"label_agreement":null},{"id":"W2937211017","doi":"10.1016/j.acvdsp.2019.01.030","title":"Predictive factors of cognitive impairment in Tunisian population with non valvular atrial fibrillation","year":2019,"lang":"en","type":"article","venue":"Archives of Cardiovascular Diseases Supplements","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cognition; Atrial fibrillation; Cognitive deficit; Montreal Cognitive Assessment; Internal medicine; Hypoxemia; Cognitive decline; Population; Cardiology; Cognitive impairment; Pediatrics; Dementia; Psychiatry; Disease","score_opus":0.007068463720089823,"score_gpt":0.2595354392770903,"score_spread":0.25246697555700043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937211017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99433327,0.00063880306,0.0013158005,0.000009692406,0.000057714286,0.0026885269,0.0006445638,0.000013204344,0.00029844334],"genre_scores_gemma":[0.997745,0.00008005044,0.00030934677,0.0000017174982,0.00007023815,0.000015676833,0.0017360201,0.00003349063,0.000008466004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974473,0.00022396418,0.0004262183,0.00041322247,0.001176385,0.00031289682],"domain_scores_gemma":[0.9989005,0.00020478059,0.00015819288,0.00045472744,0.000118753414,0.00016307502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014884686,0.00021386669,0.0007366886,0.00045718765,0.000028354088,0.0000071192867,0.00009814081,0.000042813124,0.00011092158],"category_scores_gemma":[0.00009715968,0.00018029797,0.00092233345,0.00029242318,0.00012973245,0.00017554295,0.000101900885,0.00011103072,0.00000286791],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003723199,0.00013529121,0.9784706,0.00036004363,0.004443516,0.000014189868,0.0006959975,0.004283328,0.0002525885,0.000015594178,7.717245e-7,0.0076048775],"study_design_scores_gemma":[0.010685623,0.0016360435,0.9802716,0.00044616367,0.001327961,0.0000034752356,0.0010978411,0.0021704277,0.0021022742,0.00008522407,0.000023947056,0.00014944965],"about_ca_topic_score_codex":0.00054816646,"about_ca_topic_score_gemma":0.000009965399,"teacher_disagreement_score":0.0074554277,"about_ca_system_score_codex":0.00008362718,"about_ca_system_score_gemma":0.00008010156,"threshold_uncertainty_score":0.7352338},"labels":[],"label_agreement":null},{"id":"W2937647627","doi":"10.1093/sleep/zsz067.515","title":"0517 Management Of Sleep Apnea Patients By A Clinical Nurse: A Randomized Open-label Non-inferiority study.","year":2019,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Randomized controlled trial; Sleep apnea; Obstructive sleep apnea; Apnea; Anesthesia; Internal medicine","score_opus":0.02712728875545448,"score_gpt":0.37931288457887885,"score_spread":0.35218559582342435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937647627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.964056,0.00009833366,0.0004112296,0.0001919201,0.00091291225,0.011645537,0.000039000082,0.000041974632,0.02260306],"genre_scores_gemma":[0.9963994,0.000020872056,0.001457,0.00013334827,0.00006621447,0.00032496318,0.0000763986,0.00006145157,0.0014603535],"study_design_codex":"observational","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99543834,0.00060625764,0.0012683918,0.0008415348,0.0012511327,0.00059436006],"domain_scores_gemma":[0.99725324,0.0003016281,0.00037780683,0.001241673,0.0004775484,0.0003480885],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025187621,0.00034364528,0.0017681136,0.00016196618,0.00007712074,0.000057912395,0.0007619433,0.00016626016,0.0007928985],"category_scores_gemma":[0.00029948924,0.00028045248,0.0002540162,0.00047319505,0.00031227144,0.00021439658,0.0007756876,0.00054959854,0.000663078],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.118176416,0.022028457,0.7425893,0.0005197323,0.003315482,0.00008078377,0.000680032,0.0000013768613,0.00036682395,0.00037421053,0.0010459468,0.11082146],"study_design_scores_gemma":[0.81912273,0.0034874089,0.16833666,0.0001308191,0.0009919157,0.000002647774,0.0014033996,0.0048751934,0.00034166808,0.000089604604,0.000806527,0.00041143844],"about_ca_topic_score_codex":0.00013228398,"about_ca_topic_score_gemma":0.000005358901,"teacher_disagreement_score":0.70094633,"about_ca_system_score_codex":0.00014655557,"about_ca_system_score_gemma":0.000029336186,"threshold_uncertainty_score":0.9999648},"labels":[],"label_agreement":null},{"id":"W2937738672","doi":"10.5664/jcsm.7736","title":"Tongue Stabilizing Device-Emergent Central Sleep Apnea: A Case Report","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Sleep apnea; Central sleep apnea; Sleep (system call); Obstructive sleep apnea; Tongue; Sleep apnea syndromes; Continuous positive airway pressure; Apnea; Polysomnography; Physical medicine and rehabilitation; Audiology; Anesthesia; Pathology","score_opus":0.08075435232126074,"score_gpt":0.4352816878766322,"score_spread":0.3545273355553714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937738672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97706777,0.0012522539,0.0010417158,0.009401045,0.0056778225,0.0007934774,0.000003921611,0.000034722947,0.0047272667],"genre_scores_gemma":[0.99123603,0.00012667391,0.0018120909,0.0009891198,0.005354391,0.0000046811774,0.000010988026,0.000068266185,0.00039778792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9909725,0.0004855039,0.004796205,0.0005989097,0.0022351379,0.00091175386],"domain_scores_gemma":[0.9918344,0.0016950283,0.0019480272,0.00093918055,0.0017399511,0.0018434006],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007430768,0.00038853087,0.0022239315,0.00039692692,0.00009290994,0.000018827144,0.00036844923,0.000347785,0.00454134],"category_scores_gemma":[0.0124944905,0.00025842056,0.00081075187,0.000642803,0.00047937638,0.00028106238,0.00017964041,0.00237199,0.0001239853],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002569567,0.001429668,0.6353055,0.0003456538,0.0013534956,0.24437729,0.00046979325,0.00005054348,0.0021135136,0.00011208123,0.0016663021,0.11020658],"study_design_scores_gemma":[0.03549522,0.014319261,0.45065892,0.0010816869,0.0024848392,0.42430043,0.0053028874,0.007739724,0.0011788257,0.00025043017,0.056417257,0.00077050447],"about_ca_topic_score_codex":0.00008835372,"about_ca_topic_score_gemma":0.00002811654,"teacher_disagreement_score":0.18464659,"about_ca_system_score_codex":0.00027991424,"about_ca_system_score_gemma":0.00025655524,"threshold_uncertainty_score":0.9999868},"labels":[],"label_agreement":null},{"id":"W2938545128","doi":"10.1093/sleep/zsz067.982","title":"0985 Increasing Adherence To Mandibular Advancement Devices For Obstructive Sleep Apnea","year":2019,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Randomized controlled trial; Psychological intervention; Physical therapy; Dentistry; Internal medicine","score_opus":0.021631889520191468,"score_gpt":0.3194885448283346,"score_spread":0.29785665530814315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938545128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98031956,0.0003687969,0.00943607,0.000626065,0.0006728676,0.003341785,0.000046112775,0.000094825766,0.0050939443],"genre_scores_gemma":[0.9764608,0.000004562775,0.02188126,0.00046392894,0.00025900514,0.00029292202,0.00005552776,0.00006442616,0.0005175648],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99738926,0.00007957004,0.00037263648,0.0007230708,0.0006830135,0.0007524706],"domain_scores_gemma":[0.9982125,0.00020406728,0.0001159481,0.0006366426,0.00044041063,0.0003903853],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043498568,0.00029282144,0.0004810235,0.00024781685,0.0001332873,0.000051384617,0.0002811248,0.00011121886,0.000641828],"category_scores_gemma":[0.0003526562,0.00026929492,0.00015292743,0.00040961374,0.000078115896,0.00023687707,0.000207576,0.00024628267,0.0008580684],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055493014,0.00047080062,0.36769894,0.00110483,0.0007587525,0.00007234498,0.0016255797,0.0002552294,0.1347554,0.0051408075,0.0001382128,0.4824298],"study_design_scores_gemma":[0.023056664,0.012035764,0.692783,0.0007383963,0.0008698775,0.00028030068,0.008600862,0.021575628,0.13547632,0.0028089997,0.09934002,0.0024341838],"about_ca_topic_score_codex":0.000097514334,"about_ca_topic_score_gemma":0.000036280067,"teacher_disagreement_score":0.4799956,"about_ca_system_score_codex":0.00036134274,"about_ca_system_score_gemma":0.000034930585,"threshold_uncertainty_score":0.9999759},"labels":[],"label_agreement":null},{"id":"W2938917808","doi":"10.1093/sleep/zsz067.475","title":"0477 Americas Prevalence of OSA in Adults: Estimation Using Currently Available Data","year":2019,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Epidemiology; Body mass index; Demography; Population; Estimation; Obstructive sleep apnea; Gerontology; Pediatrics; Environmental health; Internal medicine","score_opus":0.05611074808296905,"score_gpt":0.35785633874930783,"score_spread":0.30174559066633877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938917808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99561965,0.00057771336,0.0011977731,0.00005516439,0.00016929816,0.0006535417,0.000067214445,0.000019230058,0.0016404099],"genre_scores_gemma":[0.9900088,0.000040672192,0.009586932,0.00001642093,0.00003460405,0.0000050072326,0.00008304451,0.000017113938,0.00020744085],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985594,0.00005925916,0.000281463,0.0003902618,0.0004528107,0.00025679273],"domain_scores_gemma":[0.9986909,0.000055794135,0.000112774615,0.0009459472,0.00012397366,0.000070607275],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031167298,0.00010111299,0.00023255449,0.0001794368,0.000015981295,0.000008112437,0.0002825516,0.00004655974,0.0013925231],"category_scores_gemma":[0.000354814,0.00009549108,0.000026803415,0.00042235435,0.00009293467,0.0003202511,0.00024689676,0.00020156604,0.0004848868],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038670766,0.00033444,0.90560454,0.002477434,0.000040125466,0.000015314656,0.0003004262,0.00031973043,0.019500617,0.000058836922,0.0001158605,0.07084599],"study_design_scores_gemma":[0.0031463543,0.00030750866,0.12274533,0.0009890416,0.000079211386,0.00002470782,0.00023408845,0.86537033,0.0065841414,0.000045474662,0.00028853538,0.00018529738],"about_ca_topic_score_codex":0.00023802016,"about_ca_topic_score_gemma":0.00000467004,"teacher_disagreement_score":0.86505055,"about_ca_system_score_codex":0.000115410076,"about_ca_system_score_gemma":0.000043018954,"threshold_uncertainty_score":0.99952036},"labels":[],"label_agreement":null},{"id":"W2940106270","doi":"10.1093/sleep/zsz067.560","title":"0562 Assessment of Mandibular Advancement Treatment Success According to Upper Airway Muscle Mechanical Properties in Obstructive Sleep Apnea Patients","year":2019,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Airway; Anesthesia; Apnea; Tongue; Internal medicine; Cardiology","score_opus":0.017183131214476323,"score_gpt":0.3043168869563713,"score_spread":0.287133755741895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940106270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935518,0.00007980528,0.0007100098,0.00034322697,0.0004915799,0.003143224,0.00002977627,0.000037517402,0.0016130871],"genre_scores_gemma":[0.99650943,0.000013199125,0.0027295237,0.00007627654,0.00006370614,0.0003315746,0.00004473104,0.00006036978,0.00017118514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675715,0.00013818951,0.000628572,0.0007427851,0.0010294134,0.0007039069],"domain_scores_gemma":[0.99848294,0.000058422193,0.0001494208,0.00068148674,0.0003488555,0.00027887052],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025329588,0.00036097533,0.0007458582,0.00043177436,0.0000654587,0.000026418187,0.00025904432,0.00012378606,0.00044866264],"category_scores_gemma":[0.00009009323,0.00028299613,0.00017041006,0.0004922182,0.000072249946,0.0002631555,0.000304051,0.00026535307,0.00010384787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066823297,0.001830022,0.84346265,0.00021976918,0.00024469837,0.00002547776,0.0007085953,0.0005746711,0.04221313,0.0006245937,0.0000018625478,0.10942632],"study_design_scores_gemma":[0.010606717,0.004814206,0.8756024,0.00024209064,0.00014426817,0.00000454541,0.0028018996,0.010198234,0.09430386,0.000075440534,0.0007051295,0.00050118886],"about_ca_topic_score_codex":0.00017367867,"about_ca_topic_score_gemma":0.00003116664,"teacher_disagreement_score":0.108925134,"about_ca_system_score_codex":0.0014310997,"about_ca_system_score_gemma":0.00005664741,"threshold_uncertainty_score":0.9999622},"labels":[],"label_agreement":null},{"id":"W2941712225","doi":"10.1016/j.prrv.2019.04.006","title":"Positive airway pressure in pediatric obstructive sleep apnea","year":2019,"lang":"en","type":"review","venue":"Paediatric Respiratory Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Positive airway pressure; Continuous positive airway pressure; Airway; Airway obstruction; Sleep (system call); Obesity; Pediatrics; Intensive care medicine; Anesthesia; Internal medicine","score_opus":0.07028055206961943,"score_gpt":0.35938839964685015,"score_spread":0.28910784757723074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941712225","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000021095195,0.9771611,0.000034195335,0.000022187009,0.0012179879,0.01441892,0.00023855729,0.00010801666,0.0067779473],"genre_scores_gemma":[0.000014928795,0.992693,0.00033783916,0.0002175841,0.003581489,0.0017328371,0.00020258562,0.0003670401,0.00085266045],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9871801,0.0033217117,0.003744005,0.0025429267,0.0015461369,0.0016650988],"domain_scores_gemma":[0.992728,0.0013343961,0.0021260374,0.002560842,0.00047464366,0.0007761116],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0030509883,0.0018603215,0.00909026,0.0030294638,0.00013809236,0.00010315053,0.0012289216,0.0015520862,0.00058521284],"category_scores_gemma":[0.002642,0.0014390798,0.0028295794,0.0057220147,0.00020854236,0.00038809353,0.00069218926,0.003982887,0.0063386704],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049925562,0.00022659317,0.0032485696,0.096812695,0.00031015015,0.00022242308,0.00007301704,9.984857e-7,5.151794e-7,0.00004615035,0.0012890539,0.8977199],"study_design_scores_gemma":[0.0013715923,0.00044438016,0.0010869596,0.0035046332,0.008262475,0.00010070872,0.000014718054,0.000013748122,0.0000011809817,0.000010416845,0.98402053,0.0011686452],"about_ca_topic_score_codex":0.000011812791,"about_ca_topic_score_gemma":0.0000045441266,"teacher_disagreement_score":0.98273146,"about_ca_system_score_codex":0.0010481839,"about_ca_system_score_gemma":0.0009743007,"threshold_uncertainty_score":0.9997441},"labels":[],"label_agreement":null},{"id":"W2941872426","doi":"10.1164/rccm.201901-0014tr","title":"More Than the Sum of the Respiratory Events: Personalized Medicine Approaches for Obstructive Sleep Apnea","year":2019,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; American Heart Association","keywords":"Medicine; Endotype; Obstructive sleep apnea; Continuous positive airway pressure; Intensive care medicine; Etiology; Sleep apnea; Disease; Precision medicine; Positive airway pressure; Sleep medicine; Apnea; Sleep disorder; Internal medicine; Pathology; Insomnia; Psychiatry","score_opus":0.10186780663642818,"score_gpt":0.39401240389862674,"score_spread":0.29214459726219855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941872426","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025939099,0.990783,0.0003137198,0.0030466095,0.0008335169,0.0019950722,0.00010272985,0.0000110265255,0.0003204399],"genre_scores_gemma":[0.18841358,0.7889669,0.0007559749,0.0076251095,0.012695272,0.00055419985,0.000068949616,0.00070276594,0.0002172726],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932146,0.001550359,0.0019704546,0.00063192437,0.0019819778,0.00065068086],"domain_scores_gemma":[0.9905594,0.0043301154,0.001587426,0.0010227457,0.0019409957,0.0005593017],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0024079515,0.0007426928,0.0045666997,0.0005152711,0.0002673219,0.000012538939,0.00096008554,0.00028872758,0.00008504777],"category_scores_gemma":[0.00731437,0.00033007137,0.0011182735,0.0010457663,0.011599648,0.0001209287,0.00022598819,0.0020326318,0.0000016397893],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078707334,0.00008452049,0.0014112019,0.019485207,0.0010473385,0.00005272043,0.002396701,3.4687466e-7,0.00002731995,0.0022047493,0.0002892965,0.9722135],"study_design_scores_gemma":[0.0054783258,0.01580985,0.0021426317,0.022085838,0.013515155,0.0009675366,0.067266814,0.00001129091,0.000028041391,0.00019841192,0.8719313,0.00056478364],"about_ca_topic_score_codex":0.000016325777,"about_ca_topic_score_gemma":0.0000021936773,"teacher_disagreement_score":0.97164875,"about_ca_system_score_codex":0.00031513994,"about_ca_system_score_gemma":0.0006543319,"threshold_uncertainty_score":0.9999151},"labels":[],"label_agreement":null},{"id":"W2943845938","doi":"10.1111/resp.13576","title":"Nocturnal symptoms perceived as asthma are associated with obstructive sleep apnoea risk, but not bronchial hyper‐reactivity","year":2019,"lang":"en","type":"article","venue":"Respirology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University Health Network; Australian Government; Medical Research Council; Sanofi; ResMed; National Health and Medical Research Council; Pfizer","keywords":"Medicine; Asthma; Odds ratio; Bronchial hyperresponsiveness; Methacholine; Internal medicine; Population; Cohort; Nocturnal; Cohort study; Physical therapy; Respiratory disease; Pediatrics; Lung","score_opus":0.01088416782087096,"score_gpt":0.26322730447701087,"score_spread":0.2523431366561399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943845938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99218863,0.0001454511,0.00006887529,0.0009545127,0.00046464027,0.0011752405,0.000094325216,0.00015390063,0.004754399],"genre_scores_gemma":[0.9972764,0.0000135318705,0.00012823439,0.0007921429,0.00036351304,0.000054470303,0.000050504088,0.00010572059,0.0012154563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951626,0.0010823299,0.00048336363,0.001054952,0.001056975,0.0011598021],"domain_scores_gemma":[0.99673754,0.00093210366,0.0005535963,0.00081891473,0.00055948936,0.00039834308],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007256175,0.0005000494,0.0011490526,0.00040184136,0.0002513611,0.000041324758,0.00034560612,0.0006152779,0.0016724804],"category_scores_gemma":[0.0018525297,0.00040152957,0.00024968054,0.0004377088,0.0006308493,0.00027234157,0.00020924544,0.0019993584,0.0009168059],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0077652903,0.000502691,0.86387885,0.000041986317,0.0011952586,0.00036729602,0.00047549387,0.00009950876,0.09678561,0.00014571268,0.0000431943,0.02869914],"study_design_scores_gemma":[0.008055637,0.0032847621,0.9782836,0.000048690923,0.00021179578,0.0005742974,0.00036848462,0.0009834211,0.0056814444,0.000106003055,0.0020071964,0.00039467224],"about_ca_topic_score_codex":0.00045073938,"about_ca_topic_score_gemma":0.00014797805,"teacher_disagreement_score":0.114404775,"about_ca_system_score_codex":0.0006793314,"about_ca_system_score_gemma":0.00018401344,"threshold_uncertainty_score":0.9998611},"labels":[],"label_agreement":null},{"id":"W2943882008","doi":"10.1002/lary.28057","title":"Upper airway stimulation therapy and sleep architecture in patients with obstructive sleep apnea","year":2019,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep architecture; Sleep (system call); Anesthesia; Body mass index; Airway; Apnea; Retrospective cohort study; Sleep apnea; Polysomnography; Surgery; Internal medicine","score_opus":0.00822538211704482,"score_gpt":0.24280691496426327,"score_spread":0.23458153284721844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943882008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949716,0.00030303295,0.00016927865,0.00067071617,0.00009130227,0.0018818296,0.000010204045,0.000035384495,0.0018666539],"genre_scores_gemma":[0.99873513,0.00000831854,0.0006374439,0.0003116528,0.000061269784,0.000031817814,0.00003462752,0.000047563633,0.00013216771],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837846,0.00014619828,0.00018742993,0.0003868952,0.0005220504,0.00037894925],"domain_scores_gemma":[0.99908084,0.00014780255,0.000068707166,0.0004605263,0.00013961362,0.000102495746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020008927,0.0002229611,0.00031469116,0.00017363168,0.00007816859,0.000030893138,0.00014852175,0.00009471607,0.0003375734],"category_scores_gemma":[0.00004115942,0.00012656827,0.000040410014,0.00038416023,0.00018091702,0.00015095703,0.000091195965,0.00050972926,0.000086216365],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023267583,0.00013627166,0.91205955,0.00003175266,0.0001274465,0.0000044060143,0.0011289426,0.00022314081,0.0009583985,0.00014388429,0.0000045379434,0.082854934],"study_design_scores_gemma":[0.0066083833,0.0009357539,0.9888965,0.000036846977,0.000026606229,0.000006627615,0.00010383283,0.001711738,0.0010220985,0.00022983363,0.00026574935,0.00015605269],"about_ca_topic_score_codex":0.000056902234,"about_ca_topic_score_gemma":0.000016472657,"teacher_disagreement_score":0.08269888,"about_ca_system_score_codex":0.00008399012,"about_ca_system_score_gemma":0.000018042969,"threshold_uncertainty_score":0.5161304},"labels":[],"label_agreement":null},{"id":"W2943897761","doi":"10.1007/978-3-030-13269-9_4","title":"Craniofacial Signs, Symptoms and Orthodontic Objectives of Paediatric Obstructive Sleep Apnoea","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Arbutus Biopharma (Canada)","funders":"","keywords":"Craniofacial; Malocclusion; Medicine; Sleep (system call); Dentistry; Signs and symptoms; Orthodontics; Surgery; Psychiatry","score_opus":0.014152424069160485,"score_gpt":0.2607288481936308,"score_spread":0.2465764241244703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943897761","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04501594,0.0026213634,0.0009200924,0.00011914182,0.0008402816,0.0033123314,0.00024946796,0.00014413329,0.9467772],"genre_scores_gemma":[0.6682393,0.0005371308,0.0021640218,0.00009222878,0.00092472334,0.000027680371,0.00012144995,0.00032656456,0.3275669],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99663824,0.000067696004,0.0006957367,0.0009731284,0.0011071175,0.00051808875],"domain_scores_gemma":[0.9973941,0.000495047,0.00038761133,0.0007112128,0.00068806426,0.00032400657],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000285793,0.0006629786,0.0014988029,0.00085282454,0.0000731619,0.00002698661,0.00021880532,0.0007605819,0.0020946225],"category_scores_gemma":[0.000249806,0.00057061156,0.00040232413,0.00014360213,0.0006928124,0.00014560057,0.00032493751,0.0010040541,0.00020043283],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034909898,0.00040902366,0.20169936,0.005558367,0.008858255,0.0004998453,0.0019365746,0.000008900878,0.012651843,0.43519017,0.00034557667,0.3293511],"study_design_scores_gemma":[0.044230837,0.020825852,0.7832015,0.0025255817,0.015040913,0.0018702869,0.003299627,0.0014959023,0.011016063,0.06578811,0.04054217,0.010163165],"about_ca_topic_score_codex":0.000044809098,"about_ca_topic_score_gemma":0.000013370718,"teacher_disagreement_score":0.62322336,"about_ca_system_score_codex":0.00023855148,"about_ca_system_score_gemma":0.00022041785,"threshold_uncertainty_score":0.99967456},"labels":[],"label_agreement":null},{"id":"W2944332867","doi":"10.1016/j.jelectrocard.2019.05.002","title":"Ambulatory ECG predictors of atrial fibrillation are ineffective in severe sleep apnea","year":2019,"lang":"en","type":"article","venue":"Journal of Electrocardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre","funders":"Medtronic","keywords":"Medicine; Atrial fibrillation; Ambulatory ECG; Obstructive sleep apnea; Internal medicine; Cardiology; Ambulatory; Prospective cohort study; Implantable loop recorder; Cohort; Sleep apnea","score_opus":0.007650312891118854,"score_gpt":0.26652160083266735,"score_spread":0.2588712879415485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944332867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964424,0.0014300158,0.00030682527,0.00013330788,0.0005559911,0.0004313498,0.0000027667904,0.0000071381396,0.0006901992],"genre_scores_gemma":[0.998633,0.000061681276,0.000143649,0.00002321762,0.0010915385,7.927786e-7,0.0000037154184,0.000021055726,0.00002134674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980462,0.0003946711,0.0006128622,0.000188661,0.00042037235,0.0003372142],"domain_scores_gemma":[0.9982875,0.0003893353,0.0005429672,0.00020216891,0.000471592,0.00010643541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008084369,0.00014621933,0.00094543165,0.00058592163,0.000015678243,0.0000036402298,0.00011642274,0.00023083427,0.00004832787],"category_scores_gemma":[0.00067370717,0.000120327204,0.00042226736,0.000378434,0.00008798841,0.00012877953,0.000043198714,0.0006681686,0.000014087298],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003341438,0.00001867803,0.9536406,0.00006936695,0.00078491063,0.000065363005,0.00009593232,0.002057581,0.03495109,0.00005065955,0.000040251358,0.0048841406],"study_design_scores_gemma":[0.006030089,0.004384974,0.97931534,0.00006487634,0.00016378387,0.0015236057,0.00014515185,0.0013909984,0.0062576532,0.00024792334,0.0003625383,0.000113069065],"about_ca_topic_score_codex":0.000008386115,"about_ca_topic_score_gemma":0.000004659991,"teacher_disagreement_score":0.028693438,"about_ca_system_score_codex":0.0003520672,"about_ca_system_score_gemma":0.00017344071,"threshold_uncertainty_score":0.4906801},"labels":[],"label_agreement":null},{"id":"W2944422871","doi":"10.1016/j.ccm.2019.02.008","title":"Pathogenesis of Obstructive Sleep Apnea","year":2019,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Pathogenesis; Obstructive sleep apnea; Airway obstruction; Presentation (obstetrics); Intensive care medicine; Sleep apnea; Apnea; Airway; Cardiology; Bioinformatics; Internal medicine; Surgery","score_opus":0.137136282408757,"score_gpt":0.43870053132487796,"score_spread":0.301564248916121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944422871","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032360732,0.9901854,0.0000496009,0.00012220298,0.0016922591,0.002592408,0.00008863917,0.000040620653,0.004905291],"genre_scores_gemma":[0.0004491281,0.99634147,0.0008873827,0.00007256337,0.0010683868,0.00013981653,0.00031953573,0.00019997072,0.00052173616],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99362284,0.0004430292,0.002844186,0.0011633441,0.0012202286,0.0007063689],"domain_scores_gemma":[0.9928029,0.0032450468,0.0012285376,0.0018330518,0.00052499364,0.0003654606],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020415934,0.00079685147,0.0068334313,0.0012677679,0.000031709482,0.0000055560595,0.0006955681,0.0011396904,0.00052272365],"category_scores_gemma":[0.0048731607,0.0005850799,0.00081757165,0.0017750418,0.0010326299,0.00006571755,0.00034168968,0.0021109637,0.00026237094],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008103062,0.00022498125,0.0019360291,0.057426486,0.00042818813,0.00021182942,0.00018889093,3.6062852e-7,0.000009373801,0.000214666,0.00005123432,0.9392269],"study_design_scores_gemma":[0.0044293664,0.0014294079,0.0037920382,0.038318828,0.004714385,0.00030948722,0.00046764806,0.00011667168,0.000010928716,0.00023876876,0.9454764,0.00069605437],"about_ca_topic_score_codex":0.000025545942,"about_ca_topic_score_gemma":0.0000046896253,"teacher_disagreement_score":0.9454252,"about_ca_system_score_codex":0.0005346169,"about_ca_system_score_gemma":0.00050726143,"threshold_uncertainty_score":0.9996601},"labels":[],"label_agreement":null},{"id":"W2945178273","doi":"10.1177/0194599819850139","title":"High‐Frequency Ultrasound: A Novel Diagnostic Tool to Measure Pediatric Tonsils in 3 Dimensions","year":2019,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Ultrasound; Tonsillectomy; Centimeter; Prospective cohort study; Palatine tonsil; Radiology; Ultrasonography; Tonsil; Ex vivo; Nuclear medicine; Pathology; Surgery; In vivo","score_opus":0.01400968704888425,"score_gpt":0.2706945245309,"score_spread":0.25668483748201576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945178273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99400604,0.0002819667,0.0002222611,0.0011541689,0.00058053725,0.002024711,0.00003424589,0.00007460338,0.0016214631],"genre_scores_gemma":[0.99393386,0.000029906485,0.0044629397,0.000818531,0.00022876353,0.00019647906,0.000033488515,0.000052443025,0.00024358933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997501,0.00013085733,0.00042445038,0.0006664066,0.00048772735,0.0007895559],"domain_scores_gemma":[0.99726075,0.0013901656,0.000066376735,0.0007446613,0.00023617085,0.00030188303],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042851895,0.00025905122,0.0005916725,0.00065880327,0.000056179724,0.000016836608,0.00024376498,0.00027179054,0.0010317191],"category_scores_gemma":[0.005038894,0.00023972386,0.00010276227,0.0010047,0.0000741913,0.00012387305,0.00014196019,0.00066952076,0.002361501],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013902846,0.00036197458,0.8266567,0.00007255131,0.000041541134,0.00025525503,0.00016263186,0.000018079167,0.16875581,0.002868739,0.00016657937,0.00050112227],"study_design_scores_gemma":[0.0033343788,0.0005927399,0.9928111,0.000037433292,0.00007425414,0.00042295823,0.00004888371,0.000021587013,0.001781198,0.00023847102,0.000355833,0.00028115092],"about_ca_topic_score_codex":0.00043788945,"about_ca_topic_score_gemma":0.00016044312,"teacher_disagreement_score":0.16697462,"about_ca_system_score_codex":0.0002738055,"about_ca_system_score_gemma":0.0001808478,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W2945507779","doi":"10.1016/j.jpsychores.2019.05.009","title":"An exploration of adult attachment insecurity and psychiatric symptoms in individuals with obstructive sleep apnea","year":2019,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Royal University Hospital Foundation","keywords":"Anxiety; Obstructive sleep apnea; Depression (economics); Polysomnography; Psychology; Mood; Excessive daytime sleepiness; Sleep disorder; Clinical psychology; Psychiatry; Sleep (system call); Sleep apnea; Psychological intervention; Medicine; Apnea; Insomnia; Internal medicine","score_opus":0.037226073565444426,"score_gpt":0.38379550742968915,"score_spread":0.3465694338642447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945507779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960292,0.00032575257,0.00044927507,0.0010391893,0.00013990032,0.0012201115,0.0000062365125,0.000006016627,0.00078429346],"genre_scores_gemma":[0.99391735,0.0001005053,0.0057614734,0.000022984928,0.00012401018,0.000025008698,0.0000034106774,0.00003102118,0.00001425615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99502116,0.0006546993,0.0009548119,0.0003289778,0.0025703157,0.00047002433],"domain_scores_gemma":[0.99665827,0.00035147366,0.0004678777,0.0005201128,0.0016523863,0.00034989775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022121072,0.00018719527,0.00064276654,0.0018313469,0.00006130244,0.000060390495,0.0003315484,0.00013755634,0.000113663446],"category_scores_gemma":[0.00025786896,0.0001348187,0.00007766875,0.0016331408,0.00029058574,0.001202652,0.00006133634,0.0011142398,0.00001605734],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012057585,0.0009943704,0.9718437,0.00059009466,0.00025300478,0.000030670184,0.0045359544,0.00002702234,0.0044911224,0.0010378266,0.000021071366,0.014969378],"study_design_scores_gemma":[0.009079064,0.008135613,0.9648752,0.0005420861,0.00005729413,0.00023087104,0.007737046,0.001823283,0.0017815207,0.0055496437,0.000025487252,0.000162884],"about_ca_topic_score_codex":0.0000416306,"about_ca_topic_score_gemma":0.000015946123,"teacher_disagreement_score":0.014806493,"about_ca_system_score_codex":0.00021056429,"about_ca_system_score_gemma":0.00016161539,"threshold_uncertainty_score":0.5497747},"labels":[],"label_agreement":null},{"id":"W2945542121","doi":"10.1111/jsr.12863","title":"Temporal shifts in fluid in pulmonary hypertension with and without sleep apnea","year":2019,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Medicine; Extracellular fluid; Sleep apnea; Apnea; Extracellular; Pulmonary hypertension; Obstructive sleep apnea; Anesthesia; Cardiology; Internal medicine; Chemistry","score_opus":0.04271036779861059,"score_gpt":0.3378773493348315,"score_spread":0.2951669815362209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945542121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99335915,0.0010286609,0.000020723408,0.0023550638,0.000083810926,0.00075820583,0.0000014635198,0.000006742019,0.002386154],"genre_scores_gemma":[0.9984688,0.000092036156,0.0009897879,0.000058418365,0.00015616188,0.000009251551,0.0000026403313,0.000049198934,0.00017369911],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99552625,0.00045228386,0.00064172747,0.000387495,0.0022039516,0.00078831264],"domain_scores_gemma":[0.9978216,0.0003266417,0.00013044375,0.00038546175,0.00091751496,0.0004183072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040231985,0.00019785478,0.00068941346,0.0020749227,0.000058893576,0.000055499695,0.0002768011,0.00017297326,0.00015336915],"category_scores_gemma":[0.00046318528,0.00013789107,0.000069058675,0.0013263575,0.00033049073,0.00044960927,0.00021971397,0.0021565382,0.00005785402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00530355,0.00050325395,0.9081319,0.0001692558,0.000069295864,0.0028294488,0.00029495216,0.00003133107,0.059091523,0.00003930824,0.00002785951,0.023508333],"study_design_scores_gemma":[0.007966508,0.002880327,0.9695806,0.00052982214,0.00002005241,0.0020600308,0.0018978777,0.0123137515,0.0020204785,0.00019502842,0.00034766042,0.00018785162],"about_ca_topic_score_codex":0.00020576589,"about_ca_topic_score_gemma":0.00008174579,"teacher_disagreement_score":0.061448723,"about_ca_system_score_codex":0.00036623646,"about_ca_system_score_gemma":0.00018009022,"threshold_uncertainty_score":0.9369205},"labels":[],"label_agreement":null},{"id":"W2945653174","doi":"10.1007/s11325-019-01861-z","title":"Comparison of nocturnal pulse oximetry with polysomnography in children with sleep disordered breathing","year":2019,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Medicine; Polysomnography; Pulse oximetry; Gold standard (test); Obstructive sleep apnea; Internal medicine; Pediatrics; Apnea; Anesthesia","score_opus":0.009397609074728901,"score_gpt":0.27805626143793966,"score_spread":0.26865865236321074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945653174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99610764,0.0007543222,0.0006617065,0.00017426451,0.0000363485,0.00076267496,0.000010425742,0.00004079664,0.0014518078],"genre_scores_gemma":[0.9965651,0.00000924965,0.003204766,0.000065168155,0.00004999271,0.000010241682,0.000028304652,0.000047745896,0.000019403531],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784917,0.00007850393,0.00038780738,0.0005019909,0.00067721744,0.00050533825],"domain_scores_gemma":[0.9990426,0.00008416215,0.00017108815,0.00039228515,0.00010742902,0.0002024754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030321634,0.00029282997,0.000695483,0.0006350662,0.000095624535,0.000051994954,0.00015423936,0.00013135887,0.000082769206],"category_scores_gemma":[0.000024864668,0.0002037262,0.00008242415,0.00070973067,0.00021198878,0.00029758335,0.00009633206,0.00072180515,0.000005735906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010054602,0.00032645217,0.953463,0.00012255453,0.0004609111,0.000031352833,0.0017397656,0.000060720027,0.003738094,0.000091724025,8.540519e-7,0.03895911],"study_design_scores_gemma":[0.0067465995,0.0014754485,0.97971284,0.00029624064,0.00020171,0.0006539123,0.0016179378,0.004307371,0.0046656174,0.000032512267,0.000006899101,0.00028289712],"about_ca_topic_score_codex":0.0006805239,"about_ca_topic_score_gemma":0.00005211785,"teacher_disagreement_score":0.03867621,"about_ca_system_score_codex":0.000058987487,"about_ca_system_score_gemma":0.000021369346,"threshold_uncertainty_score":0.8307713},"labels":[],"label_agreement":null},{"id":"W2946141496","doi":"10.1161/strokeaha.119.024795","title":"Intensive Continuous Positive Airway Pressure Adherence Program During Stroke Rehabilitation","year":2019,"lang":"en","type":"article","venue":"Stroke","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada)","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Continuous positive airway pressure; Stroke (engine); Rehabilitation; Obstructive sleep apnea; Functional Independence Measure; Physical therapy; Sleep apnea; Aphasia; Anesthesia","score_opus":0.00859610416645145,"score_gpt":0.2926906117736914,"score_spread":0.2840945076072399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946141496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816807,0.0002023789,0.000029887453,0.0005870745,0.0002867884,0.0029093975,0.00013684647,0.0001659981,0.014000953],"genre_scores_gemma":[0.9843311,0.000004186078,0.0022633746,0.000051499173,0.00012864027,0.00015142186,0.000035155736,0.000037724407,0.0129969185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979781,0.00011028144,0.00027502674,0.0005218476,0.00061141024,0.0005033631],"domain_scores_gemma":[0.99772125,0.00021781241,0.00010705354,0.00047544547,0.0012909847,0.00018743108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017214715,0.0002070256,0.00040019516,0.0001721184,0.000070698865,0.000041090123,0.00014582655,0.00013262338,0.0005345703],"category_scores_gemma":[0.0007660417,0.00018579068,0.00016032576,0.00018021984,0.0002071409,0.00019186374,0.00012363272,0.0005205449,0.0004171404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024197109,0.00048371308,0.5297333,0.00073119404,0.0007253249,0.0000991515,0.0026430832,0.000015554993,0.3986233,0.0006469277,0.00026638407,0.06361238],"study_design_scores_gemma":[0.00545301,0.0069256388,0.89408726,0.00029988954,0.00018496493,0.0000729479,0.0071788603,0.0006327137,0.08322175,0.000042308136,0.001574116,0.00032657012],"about_ca_topic_score_codex":0.000068826834,"about_ca_topic_score_gemma":0.0000072860225,"teacher_disagreement_score":0.36435395,"about_ca_system_score_codex":0.00013168342,"about_ca_system_score_gemma":0.000054998,"threshold_uncertainty_score":0.7576324},"labels":[],"label_agreement":null},{"id":"W2946273988","doi":"10.1016/j.resp.2019.05.013","title":"The estimation of excessive daytime sleepiness in post-stroke patients - a polysomnographic study","year":2019,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu","keywords":"Respiratory disturbance index; Stroke (engine); Epworth Sleepiness Scale; Polysomnography; Medicine; Cardiology; Apnea; Heart rate; Excessive daytime sleepiness; Internal medicine; Sleep apnea; Sleep Stages; Anesthesia; Physical therapy; Sleep disorder; Blood pressure; Psychiatry","score_opus":0.009995226190549515,"score_gpt":0.2823842597120897,"score_spread":0.2723890335215402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946273988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974872,0.00010005901,0.0000016170729,0.00008403051,0.00037772293,0.0017202534,0.0000315653,0.000027273942,0.0001702766],"genre_scores_gemma":[0.9993716,0.000005363733,0.000010264489,0.00038008424,0.00004096655,0.000094327246,0.000033335684,0.000028221788,0.000035872214],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.997106,0.0010339991,0.0005819639,0.0005740966,0.00020152354,0.00050239754],"domain_scores_gemma":[0.99790126,0.0006135372,0.00028897455,0.00075187464,0.0003658574,0.00007846947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003646482,0.00023277289,0.0006065359,0.00043851847,0.000090104215,0.000005855774,0.00034772677,0.0001819924,0.00007045375],"category_scores_gemma":[0.00042293733,0.00016229093,0.00012938277,0.00048019434,0.0005296839,0.00009283627,0.00023436517,0.0005290481,0.00010984821],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011453207,0.00073834177,0.48174775,0.00003563206,0.00012770493,0.000007507537,0.00011403135,0.00008299223,0.51145977,0.00006274808,0.000005402065,0.004472769],"study_design_scores_gemma":[0.0038269304,0.0049362215,0.98472595,0.000012329081,0.00003740624,0.0000032165644,0.00016529723,0.00022162653,0.0058145677,0.000044299504,0.00009550549,0.00011666811],"about_ca_topic_score_codex":0.00003425088,"about_ca_topic_score_gemma":0.000019550223,"teacher_disagreement_score":0.5056452,"about_ca_system_score_codex":0.000053204636,"about_ca_system_score_gemma":0.0000886386,"threshold_uncertainty_score":0.66180325},"labels":[],"label_agreement":null},{"id":"W2946617720","doi":"10.1007/s00408-019-00237-0","title":"C-Reactive Protein Levels and the Risk of Incident Cardiovascular and Cerebrovascular Events in Patients with Obstructive Sleep Apnea","year":2019,"lang":"en","type":"article","venue":"Lung","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; Canadian Sleep & Circadian Network; University of British Columbia; Stornoway Diamond (Canada); Providence Health Care","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Internal medicine; Quartile; C-reactive protein; Polysomnography; Prospective cohort study; Biomarker; Confounding; Sleep apnea; Odds ratio; Cardiology; Apnea; Confidence interval; Inflammation","score_opus":0.005056768445778508,"score_gpt":0.21877342955169865,"score_spread":0.21371666110592014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946617720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954403,0.00049066555,0.00018169062,0.000032128926,0.00003754523,0.0035546108,0.00001723162,0.000008827373,0.00023698583],"genre_scores_gemma":[0.99948853,0.0000034060477,0.000337806,0.00000838579,0.00001869365,0.000083507366,0.0000057430316,0.000028647775,0.00002526516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979039,0.00035000575,0.00024127548,0.0004123745,0.000820744,0.00027170722],"domain_scores_gemma":[0.9988684,0.000122983,0.00013465049,0.00053607125,0.0002460615,0.00009184242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067617535,0.00019154052,0.0005901376,0.0001466081,0.000050910458,0.000008650174,0.00009953966,0.00008222947,0.000017008662],"category_scores_gemma":[0.00023084224,0.000117072734,0.00013614024,0.00026215057,0.0002881929,0.00016303499,0.00017103287,0.00039581055,0.000003934325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009730281,0.00007404093,0.99245024,0.00016166191,0.0018330517,0.00000287474,0.001095727,0.00003073418,0.0001792911,0.00013287996,1.544823e-7,0.0030663426],"study_design_scores_gemma":[0.01611408,0.00022253385,0.97953796,0.0001081568,0.00036394238,0.000008291866,0.0005338685,0.0007838597,0.002023085,0.00016989667,0.0000085425745,0.0001257742],"about_ca_topic_score_codex":0.00061938236,"about_ca_topic_score_gemma":0.000018031897,"teacher_disagreement_score":0.015141051,"about_ca_system_score_codex":0.00013818708,"about_ca_system_score_gemma":0.000023687211,"threshold_uncertainty_score":0.47740874},"labels":[],"label_agreement":null},{"id":"W2947211440","doi":"10.1186/s13223-019-0338-1","title":"Enhanced interleukin-8 production in mononuclear cells in severe pediatric obstructive sleep apnea","year":2019,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Peripheral blood mononuclear cell; Medicine; Cytokine; Obstructive sleep apnea; Tumor necrosis factor alpha; Immunology; Systemic inflammation; Inflammation; Hypoxia (environmental); Interleukin; Interleukin 6; Ex vivo; Internal medicine; In vivo; In vitro; Biology; Chemistry","score_opus":0.013096163607359549,"score_gpt":0.2957109918957688,"score_spread":0.2826148282884093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947211440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953551,0.0004367209,0.00002723264,0.0005806046,0.0012074364,0.00062310556,0.0000019204924,0.00003359452,0.0017342785],"genre_scores_gemma":[0.9979172,0.00080791215,0.0003325814,0.00009848174,0.0002089001,0.000026736692,0.000010256224,0.000035143043,0.00056284206],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99728364,0.00037255246,0.00080337725,0.0008213793,0.00018975847,0.00052927044],"domain_scores_gemma":[0.99879795,0.00034921133,0.00015555459,0.00046084807,0.00012977888,0.00010664626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049745926,0.00022891289,0.00066069386,0.0003796223,0.000032077514,0.000013060886,0.00018144221,0.00044674182,0.0004565422],"category_scores_gemma":[0.0003980481,0.0002162797,0.00011860285,0.00048048285,0.00029509194,0.00017955173,0.00025447115,0.0012626911,0.00040196418],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0112410365,0.0026715624,0.42360848,0.00018025456,0.0011289379,0.00030602247,0.002289121,0.00015075268,0.07640574,0.0011085784,0.00006185917,0.48084763],"study_design_scores_gemma":[0.005937433,0.0017822933,0.9852934,0.0000333584,0.000016869866,0.00008449214,0.0014907046,0.0004780109,0.0035081357,0.00042777378,0.00067099347,0.0002765203],"about_ca_topic_score_codex":0.000110944326,"about_ca_topic_score_gemma":0.00018169044,"teacher_disagreement_score":0.5616849,"about_ca_system_score_codex":0.00013424401,"about_ca_system_score_gemma":0.000049505532,"threshold_uncertainty_score":0.8819631},"labels":[],"label_agreement":null},{"id":"W2947536147","doi":"10.1002/lary.27597","title":"Multilevel Palate and Tongue Base Surgical Treatment of Obstructive Sleep Apnea: A Systematic Review and Meta‐analysis","year":2019,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Ottawa; University of Alberta","funders":"University of Alberta","keywords":"Medicine; Obstructive sleep apnea; Meta-analysis; Hypopnea; Confidence interval; Sleep apnea; Apnea; Systematic review; Polysomnography; Body mass index; Overweight; Apnea–hypopnea index; MEDLINE; Physical therapy; Internal medicine","score_opus":0.09411298791163132,"score_gpt":0.37852003662678546,"score_spread":0.28440704871515415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947536147","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006582485,0.9897743,0.000014690399,0.00017014515,0.000033368957,0.009287399,0.00039006208,0.000024005161,0.00024022881],"genre_scores_gemma":[0.00029027084,0.99736845,0.00018633011,0.000045124143,0.000035519734,0.00093182566,0.00011431746,0.00007679419,0.0009513749],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.995494,0.0014074709,0.0012622492,0.0008107364,0.00058497797,0.00044056476],"domain_scores_gemma":[0.9957558,0.0015415433,0.00076962577,0.0014297817,0.00023401428,0.00026923066],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00089329435,0.0007946715,0.013154177,0.0003901906,0.000089852445,0.000034570145,0.00027094857,0.00025670035,0.00037784825],"category_scores_gemma":[0.00021044626,0.00037118615,0.0021358966,0.0009446841,0.0003693535,0.00007470098,0.00024319788,0.0003899627,0.000055829743],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020680616,0.000115232586,0.000011195113,0.75641114,0.22679587,0.000103962084,0.00010873408,1.4733057e-7,3.5548555e-7,0.000060824503,0.000002422937,0.016369477],"study_design_scores_gemma":[0.00075848645,0.00030720065,0.000030199575,0.021996628,0.97080064,0.00047370273,0.00003360746,0.00012724086,0.0000030928102,0.0000058981122,0.0051591764,0.00030413983],"about_ca_topic_score_codex":0.00011152533,"about_ca_topic_score_gemma":0.000008914666,"teacher_disagreement_score":0.7440048,"about_ca_system_score_codex":0.0001606287,"about_ca_system_score_gemma":0.00008299888,"threshold_uncertainty_score":0.999874},"labels":[],"label_agreement":null},{"id":"W2947835339","doi":"10.1186/s12903-019-0783-8","title":"Antero-posterior mandibular position at different vertical levels for mandibular advancing device design","year":2019,"lang":"en","type":"article","venue":"BMC Oral Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Dentistry; Oral and maxillofacial surgery; Orthodontics; Obstructive sleep apnea; Mandible (arthropod mouthpart); Post hoc; Anesthesia","score_opus":0.0836487501242878,"score_gpt":0.3834312880108016,"score_spread":0.2997825378865138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947835339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88691574,0.00035226604,0.10853598,0.00077091006,0.00026640866,0.0030322778,0.000036418416,0.000064895656,0.000025116484],"genre_scores_gemma":[0.9733686,0.000011018145,0.024964785,0.0009860111,0.00013223196,0.00008534621,0.00008339344,0.00006127481,0.00030735083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975065,0.00025178582,0.0004251304,0.0005066851,0.0004384885,0.00087141775],"domain_scores_gemma":[0.9986545,0.00024383386,0.000073269184,0.00040713287,0.00014000048,0.0004813084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054292515,0.00023869962,0.0005678292,0.00014056308,0.00017988867,0.000027348717,0.00011682774,0.000112427486,0.0002577286],"category_scores_gemma":[0.00009138941,0.0001973031,0.00012655336,0.0001230163,0.00004876977,0.000102914535,0.000117246054,0.00021206695,0.00022542011],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015441284,0.0009502303,0.66537064,0.008683017,0.0002489873,0.00009045904,0.00044511995,0.000060603285,0.28646076,0.0006591291,0.0005762723,0.02101347],"study_design_scores_gemma":[0.014565542,0.00987239,0.8389598,0.0008962189,0.00015216201,0.00038755764,0.00023243375,0.02697702,0.106001794,0.0003608208,0.0010226095,0.0005716167],"about_ca_topic_score_codex":0.000038208662,"about_ca_topic_score_gemma":0.00020179804,"teacher_disagreement_score":0.18045898,"about_ca_system_score_codex":0.0011953745,"about_ca_system_score_gemma":0.00011119113,"threshold_uncertainty_score":0.8045787},"labels":[],"label_agreement":null},{"id":"W2947918592","doi":"10.1016/j.sleep.2019.05.006","title":"Do apneas and hypopneas best reflect risk for poor outcomes after stroke?","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute of Neurological Disorders and Stroke; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Interquartile range; Medicine; Stroke (engine); Confidence interval; Sleep apnea; Hazard ratio; Internal medicine; Apnea; Physical therapy; Respiratory disturbance index; Cardiology; Pediatrics; Polysomnography","score_opus":0.021693059436338556,"score_gpt":0.3323146035561012,"score_spread":0.31062154411976267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947918592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817249,0.0026473338,0.00045464633,0.005853096,0.0007492253,0.0022875757,0.00010167218,0.00007988751,0.006101645],"genre_scores_gemma":[0.99273205,0.00012498151,0.0016368878,0.0009019169,0.0005966986,0.00018859234,0.00003998596,0.00008314611,0.003695751],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714994,0.00009316994,0.000465434,0.00071484194,0.00087855454,0.00069805],"domain_scores_gemma":[0.9977689,0.0005493343,0.00014229506,0.00071483804,0.00032935047,0.0004952757],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077531696,0.00036470706,0.0008612024,0.00037644317,0.00009883555,0.000023158673,0.00017321116,0.00017764069,0.0013318546],"category_scores_gemma":[0.0012019012,0.00025106693,0.00015998715,0.0002640412,0.00037314245,0.0001314938,0.00012777836,0.000508992,0.0003240324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002294142,0.00017423139,0.92180634,0.00032322083,0.00052299775,0.000057672845,0.00040168397,7.449659e-7,0.006116739,0.0002889881,0.0004296414,0.067583576],"study_design_scores_gemma":[0.03535277,0.008992224,0.90843874,0.0004229261,0.0018801864,0.0002083107,0.0025431896,0.0019122483,0.0031241216,0.001187693,0.035140064,0.0007975477],"about_ca_topic_score_codex":0.00011969244,"about_ca_topic_score_gemma":0.00002763778,"teacher_disagreement_score":0.06678603,"about_ca_system_score_codex":0.00013900638,"about_ca_system_score_gemma":0.000031223946,"threshold_uncertainty_score":0.99999416},"labels":[],"label_agreement":null},{"id":"W2948283619","doi":"10.1513/annalsats.201902-131oc","title":"A Screening Algorithm for Obstructive Sleep Apnea in Pregnancy","year":2019,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Nursing Research; National Heart, Lung, and Blood Institute; University of Pennsylvania","keywords":"Medicine; Obstructive sleep apnea; Confidence interval; Polysomnography; Logistic regression; Body mass index; Pregnancy; Obstetrics; Area under the curve; Gestational age; Sleep apnea; Cohort; Apnea; Internal medicine","score_opus":0.07319190997972805,"score_gpt":0.4032542340680668,"score_spread":0.3300623240883388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948283619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801976,0.0005354336,0.0143968575,0.0022038096,0.00013880673,0.0018516651,0.00007536807,0.000037374513,0.0005630658],"genre_scores_gemma":[0.9345519,0.000046468034,0.06407976,0.000746384,0.0000822834,0.00010455948,0.000009009733,0.000049720136,0.00032993554],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981289,0.00012376586,0.00032721393,0.00039412454,0.00050149957,0.00052450073],"domain_scores_gemma":[0.9982467,0.00031819768,0.00036861916,0.0006295791,0.00033482487,0.000102023274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043326258,0.00019083437,0.0005756994,0.00007011089,0.00007120343,0.000011803598,0.00035029874,0.00006483766,0.000030241912],"category_scores_gemma":[0.00017908857,0.00014309447,0.0006349514,0.0009681163,0.0005704432,0.00011915185,0.00020344593,0.00036370076,0.000008590825],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021978974,0.0001164799,0.08685727,0.00013354594,0.00032411696,0.000001669368,0.00103292,0.000022972516,0.0036985308,0.000041942105,0.00012675257,0.90742403],"study_design_scores_gemma":[0.0029483933,0.0014673491,0.7888617,0.00084348355,0.00017038158,0.00003615589,0.016654983,0.097783655,0.08835943,0.001416954,0.0008706565,0.0005868481],"about_ca_topic_score_codex":0.0001453317,"about_ca_topic_score_gemma":0.0000026538594,"teacher_disagreement_score":0.90683717,"about_ca_system_score_codex":0.00005292551,"about_ca_system_score_gemma":0.000048314272,"threshold_uncertainty_score":0.5835223},"labels":[],"label_agreement":null},{"id":"W2948891426","doi":"10.1183/13993003.00518-2019","title":"The role of CPAP treatment in elderly patients with moderate obstructive sleep apnoea: a multicentre randomised controlled trial","year":2019,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Continuous positive airway pressure; Sleep (system call); Obstructive sleep apnea; Physical therapy; Anesthesia; Internal medicine","score_opus":0.010704421746743313,"score_gpt":0.25089035610346433,"score_spread":0.240185934356721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948891426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852918,0.00056386855,0.000015310648,0.000039058432,0.00025916443,0.0055927555,0.000005779662,0.000013744367,0.008218531],"genre_scores_gemma":[0.99934,0.000014764996,0.0001003711,0.000038945193,0.00021820051,0.00004774853,0.0000022364761,0.000062483494,0.0001752569],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99576616,0.0017402017,0.0008589432,0.00032298797,0.00081705174,0.0004946609],"domain_scores_gemma":[0.997665,0.00050469796,0.00055300765,0.00043097197,0.00058493257,0.00026141678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011642235,0.00029132192,0.0007806934,0.00023430481,0.00019265976,0.00008444393,0.00023309259,0.00005055317,0.00012110911],"category_scores_gemma":[0.00041576012,0.00015311349,0.00026777876,0.00020726657,0.00015955942,0.00016070525,0.000047896392,0.0005723112,0.00006462013],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.86847264,0.00075064437,0.07475987,0.00000971081,0.000733686,0.00014773078,0.0008239974,0.00017624682,0.0020372353,0.000028704355,0.000003616966,0.0520559],"study_design_scores_gemma":[0.92431325,0.0060795965,0.06541495,0.000065708424,0.00015329363,0.000015263873,0.000862023,0.0007249692,0.0010866101,0.000020555195,0.0011061728,0.00015761597],"about_ca_topic_score_codex":0.000005351369,"about_ca_topic_score_gemma":0.00001079414,"teacher_disagreement_score":0.05584058,"about_ca_system_score_codex":0.00033123302,"about_ca_system_score_gemma":0.0001682072,"threshold_uncertainty_score":0.62437874},"labels":[],"label_agreement":null},{"id":"W294949694","doi":"","title":"GlideScope video laryngoscope-assisted tongue base radiofrequency for the treatment of obstructive sleep apnea: pilot study.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Video laryngoscope; Medicine; Gynecology; Surgery; Laryngoscopy; Intubation","score_opus":0.04774527514100299,"score_gpt":0.29784040133643686,"score_spread":0.25009512619543384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W294949694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982887,0.00065487484,0.0002953588,0.0009936035,0.0010307264,0.012490217,0.00011070689,0.00008107043,0.0014564157],"genre_scores_gemma":[0.98545897,0.000028018027,0.0011616616,0.00005207696,0.0004364273,0.012298908,0.00002494248,0.00007224494,0.00046675865],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973153,0.0001395968,0.000538189,0.0006091183,0.0006235682,0.0007742274],"domain_scores_gemma":[0.99692565,0.00094518973,0.00019804896,0.0010316466,0.00053140626,0.00036804215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006673272,0.0003444915,0.00064791256,0.00022072895,0.00022652556,0.000044473683,0.00033820406,0.000087082495,0.00014250792],"category_scores_gemma":[0.0009670238,0.00021967343,0.00021515714,0.0005338542,0.00040981584,0.00015698519,0.00006307963,0.00032928592,0.000012672177],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028268273,0.005941957,0.07120296,0.00009526775,0.0016033954,0.00007859873,0.00074543,0.000002402581,0.020265903,0.0002950918,0.000083128776,0.89685905],"study_design_scores_gemma":[0.01046922,0.005149155,0.94784844,0.0000061678943,0.0007249801,0.000058438385,0.0007907187,0.0002804697,0.031773992,0.00009830735,0.0025724294,0.00022767934],"about_ca_topic_score_codex":0.00058825174,"about_ca_topic_score_gemma":0.000392771,"teacher_disagreement_score":0.89663136,"about_ca_system_score_codex":0.0003261749,"about_ca_system_score_gemma":0.00007297038,"threshold_uncertainty_score":0.89580226},"labels":[],"label_agreement":null},{"id":"W2949661437","doi":"","title":"The Relationship Between Overactive Bladder and Obstructive Sleep Apnea in a Canadian Community-Based Population","year":2019,"lang":"en","type":"article","venue":"Neurourology and Urodynamics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overactive bladder; Medicine; Obstructive sleep apnea; Sleep apnea; Urology; Population; Internal medicine; Alternative medicine","score_opus":0.02193926169547652,"score_gpt":0.2926789679888018,"score_spread":0.2707397062933253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949661437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99592096,0.000032247313,0.000033844248,0.002634181,0.00010322816,0.0004760308,0.000022067376,0.000013826638,0.0007636339],"genre_scores_gemma":[0.9992164,0.0000030850063,0.000060481307,0.000540794,0.0000251324,0.000010622951,0.000088310895,0.000020147525,0.000035072455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998524,0.0005932127,0.00017749968,0.00022264462,0.00012872137,0.00035392822],"domain_scores_gemma":[0.99685216,0.002555316,0.000062615036,0.0002891747,0.00006237986,0.0001783443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042196465,0.00012805466,0.00019482215,0.00024131675,0.00038077068,0.000025294095,0.00008221274,0.0001782277,0.0000062099393],"category_scores_gemma":[0.00068004336,0.0001085681,0.000024578883,0.0002145757,0.00021770656,0.00009927344,0.000055168945,0.0013295984,0.0000071292534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018779686,0.000014387955,0.99351746,0.00001664832,0.00002412363,0.000013011106,0.00016158907,0.00006705148,0.000031956704,0.004101091,8.395982e-7,0.0018640463],"study_design_scores_gemma":[0.0010501348,0.0002601911,0.97538066,0.0000036218453,0.00003633386,0.000033225133,0.0001179341,0.020048313,0.0000022975703,0.002863181,0.00012399492,0.00008008573],"about_ca_topic_score_codex":0.032279175,"about_ca_topic_score_gemma":0.112780124,"teacher_disagreement_score":0.08050095,"about_ca_system_score_codex":0.00011451661,"about_ca_system_score_gemma":0.000056472258,"threshold_uncertainty_score":0.97416496},"labels":[],"label_agreement":null},{"id":"W2950559066","doi":"10.1080/03091902.2019.1617799","title":"Using tracheal breathing sounds and anthropometric information for screening obstructive sleep apnoea during wakefulness","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Wakefulness; Medicine; Supine position; Anthropometry; Polysomnography; Breathing; Physical therapy; Anesthesia; Apnea; Internal medicine; Electroencephalography","score_opus":0.01489999327378712,"score_gpt":0.29796136651674,"score_spread":0.2830613732429529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950559066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72501606,0.00034986666,0.27313238,0.000885586,0.00032020346,0.00022883716,0.0000023061375,0.00005223669,0.000012524967],"genre_scores_gemma":[0.9680546,0.000024039247,0.03166563,0.000017870729,0.00020056876,0.000005771991,0.0000017862745,0.000027089805,0.0000026213213],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978439,0.000014624276,0.00062493206,0.00015205459,0.00094659533,0.00041790146],"domain_scores_gemma":[0.99876064,0.00020848711,0.00025571455,0.00016115558,0.0003562022,0.00025780685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082721206,0.00017298681,0.0005365347,0.002140872,0.00007804949,0.000031794312,0.0002288449,0.00046493605,0.000047234327],"category_scores_gemma":[0.002428355,0.00015178446,0.000105997555,0.0009414153,0.00015096583,0.0004928348,0.00012406381,0.0011996299,0.0000017450299],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013724003,0.00032601698,0.061398644,0.0042461585,0.0018173427,0.0006755758,0.0014223249,0.0102774985,0.07308999,0.005061896,0.00000912075,0.84030306],"study_design_scores_gemma":[0.018327313,0.0022373507,0.049682364,0.0014079241,0.00039696068,0.030959915,0.0040943404,0.85170436,0.039005935,0.0003977669,0.001138651,0.0006471025],"about_ca_topic_score_codex":0.000007180406,"about_ca_topic_score_gemma":1.8799196e-7,"teacher_disagreement_score":0.84142685,"about_ca_system_score_codex":0.0002564147,"about_ca_system_score_gemma":0.000062109575,"threshold_uncertainty_score":0.61895907},"labels":[],"label_agreement":null},{"id":"W2951332062","doi":"10.1183/23120541.sleepandbreathing-2019.p119","title":"Association of obstructive sleep apnea with cognitive impairment and small vessel disease","year":2019,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Stroop effect; Audiology; Verbal fluency test; Polysomnography; Montreal Cognitive Assessment; Trail Making Test; Executive functions; Cognition; Hyperintensity; Internal medicine; Boston Naming Test; Cognitive impairment; Effects of sleep deprivation on cognitive performance; Magnetic resonance imaging; Psychiatry; Neuropsychology; Apnea; Radiology","score_opus":0.009561551411606958,"score_gpt":0.25615532047151157,"score_spread":0.2465937690599046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951332062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924493,0.000058192727,0.00038465604,0.00050549314,0.000044525408,0.0010373029,0.00003703479,0.000026974865,0.005456528],"genre_scores_gemma":[0.9975653,0.0000054474485,0.00065232185,0.00007533598,0.000031136144,0.00002739511,0.000025921758,0.000019682178,0.001597406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879664,0.000057199326,0.00015872893,0.00028560546,0.00045523362,0.00024658316],"domain_scores_gemma":[0.99878204,0.00022601741,0.00011430709,0.00015694353,0.00049161806,0.00022907382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016849619,0.00012914227,0.00026085347,0.00010871753,0.000027908392,0.000012362808,0.000040808438,0.00005445948,0.00034061001],"category_scores_gemma":[0.00016244836,0.000095022166,0.000042971344,0.00017981583,0.00008868186,0.00009312654,0.000059986956,0.00015666302,0.00003996438],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018505477,0.00021351784,0.9888489,0.00019685397,0.0004915397,0.000016614673,0.00035128056,0.0000018390721,0.0016979674,0.00035787962,0.000013731051,0.0059593236],"study_design_scores_gemma":[0.0047443546,0.0008064418,0.98516023,0.00006373487,0.00025516094,0.0000071569457,0.0017153467,0.0010730763,0.0059131617,0.00011742331,0.00002628455,0.000117630865],"about_ca_topic_score_codex":0.000037709156,"about_ca_topic_score_gemma":0.00000820072,"teacher_disagreement_score":0.005841693,"about_ca_system_score_codex":0.00016865316,"about_ca_system_score_gemma":0.0000466525,"threshold_uncertainty_score":0.38748914},"labels":[],"label_agreement":null},{"id":"W2952257337","doi":"10.1016/s0140-6736(19)30697-x","title":"Dyspnoea in the GLOBAL LEADERS trial","year":2019,"lang":"en","type":"letter","venue":"The Lancet","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Amgen; Biosensors International Group; Medicure; AstraZeneca; Daiichi Sankyo Europe; Eli Lilly and Company","keywords":"Medicine; MEDLINE; Political science; Law","score_opus":0.10283732896157215,"score_gpt":0.3715671709190746,"score_spread":0.26872984195750244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952257337","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0111794,0.00023752486,0.000005817373,0.93808043,0.0008921333,0.0018306904,0.00007644222,0.00003119173,0.047666367],"genre_scores_gemma":[0.028388431,0.000028740293,0.000042223463,0.93226135,0.036990315,0.00010248507,0.00017802381,0.000040891475,0.001967564],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973323,0.0005120605,0.00022451126,0.00031528168,0.0009570344,0.00065883785],"domain_scores_gemma":[0.9979666,0.00046555488,0.00008087566,0.0014326387,0.000034160556,0.000020190553],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00089101825,0.00022329479,0.00069435255,0.0000561649,0.0000456606,0.000053400847,0.0010761523,0.0004054778,0.00019120419],"category_scores_gemma":[0.00032664937,0.00010657197,0.0001501502,0.00031770018,0.00033092845,0.000029711795,0.000100646066,0.0031989855,0.00084640685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005385553,0.00002333236,0.0017893278,0.00011200478,0.000104532875,0.00031524972,0.00024472945,4.2295946e-7,0.000004577838,0.0001323844,0.9907389,0.0011489711],"study_design_scores_gemma":[0.034907103,0.0002641926,0.0036800853,0.000061163584,0.00008874098,0.00008190564,0.00024862343,0.000022258992,0.0000047540434,0.0006468201,0.95985925,0.00013509364],"about_ca_topic_score_codex":0.00012224834,"about_ca_topic_score_gemma":0.000020041934,"teacher_disagreement_score":0.045698803,"about_ca_system_score_codex":0.00025612992,"about_ca_system_score_gemma":0.00008795747,"threshold_uncertainty_score":0.9999316},"labels":[],"label_agreement":null},{"id":"W2952362020","doi":"10.20381/ruor-22278","title":"A Prediction Rule to Screen Patients with Moderate-To-Severe Obstructive Sleep Apnea","year":2018,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Sleep apnea; Clinical prediction rule; Medicine; Apnea; Sleep (system call); Anesthesia; Cardiology; Intensive care medicine; Internal medicine; Computer science","score_opus":0.026592633016481383,"score_gpt":0.29031107863766986,"score_spread":0.26371844562118846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952362020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9417798,0.000009080784,0.00067229243,0.00031250407,0.00017997227,0.003286092,0.0008744594,0.00007902068,0.052806783],"genre_scores_gemma":[0.9566504,0.000007980144,0.011635234,0.000032179487,0.00026150086,0.000019121502,0.0037786358,0.00015865336,0.027456302],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937302,0.0002890612,0.00028077496,0.0011641106,0.0035152575,0.0010205797],"domain_scores_gemma":[0.9914897,0.0001428206,0.00017134732,0.00092224055,0.006235817,0.001038045],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006719462,0.0004040028,0.0007542637,0.0024169094,0.00067766284,0.00005507204,0.00080155,0.0004978431,0.0011282642],"category_scores_gemma":[0.0004843598,0.0004324206,0.00017123157,0.002102314,0.00041843133,0.0003912831,0.00034263576,0.0012924573,0.00065793376],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.033060484,0.003381877,0.69214314,0.0032278062,0.0050532403,0.00066260115,0.023067167,0.0001921696,0.0057605053,0.002440153,0.023854824,0.20715602],"study_design_scores_gemma":[0.0051521286,0.0046444945,0.9692365,0.0004398506,0.00020319922,0.000006744707,0.010353267,0.000765034,0.0017743343,0.00013891753,0.006802196,0.00048331905],"about_ca_topic_score_codex":0.0005086986,"about_ca_topic_score_gemma":0.0016362981,"teacher_disagreement_score":0.27709335,"about_ca_system_score_codex":0.0009415581,"about_ca_system_score_gemma":0.00037248974,"threshold_uncertainty_score":0.9998128},"labels":[],"label_agreement":null},{"id":"W2952978889","doi":"10.71781/19278","title":"Implication de la connectivité anatomique dans les caractéristiques des fuseaux de sommeil","year":2019,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Philosophy","score_opus":0.038523380461885574,"score_gpt":0.39894088688684465,"score_spread":0.36041750642495907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952978889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9137746,0.0012889288,0.0025333532,0.00020575506,0.00021803603,0.0020409878,0.00018968392,0.0000072849502,0.079741366],"genre_scores_gemma":[0.98319566,0.00046849373,0.008814698,0.00002497916,0.0003106848,0.00027154456,0.0011456468,0.00013592133,0.005632398],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99609363,0.0012062674,0.00050826516,0.00087363145,0.00040001376,0.0009181739],"domain_scores_gemma":[0.9963825,0.0015056807,0.00036025286,0.0007335261,0.00058877526,0.00042931142],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019574063,0.0004950508,0.00071945845,0.00026583893,0.00036332977,0.00042487457,0.000878656,0.0009910649,0.002450182],"category_scores_gemma":[0.0016466088,0.0005258942,0.00018254688,0.00035142218,0.000550948,0.00041683385,0.00021092671,0.0012427386,0.0006741989],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053135527,0.0005496028,0.1977534,0.000465162,0.0003731384,0.00010919456,0.020575017,0.000020033127,0.35331187,0.0014257465,0.000047542122,0.42483795],"study_design_scores_gemma":[0.0022118078,0.00029381862,0.44352403,0.00072599854,0.00040082168,0.00017354796,0.028883725,0.0022936843,0.5161362,0.0005954067,0.0042852545,0.0004756619],"about_ca_topic_score_codex":0.014443743,"about_ca_topic_score_gemma":0.006162478,"teacher_disagreement_score":0.4243623,"about_ca_system_score_codex":0.0025717036,"about_ca_system_score_gemma":0.0018120717,"threshold_uncertainty_score":0.99971926},"labels":[],"label_agreement":null},{"id":"W2953214854","doi":"10.48550/arxiv.1612.04185","title":"Sleep Apnea Detection Based on Thoracic and Abdominal Movement Signals of Wearable Piezo-Electric Bands","year":2016,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sleep apnea; Apnea; Wearable computer; Sleep (system call); Support vector machine; Central sleep apnea; Computer science; Obstructive sleep apnea; Artificial intelligence; Medicine; Hypopnea; Event (particle physics); Pattern recognition (psychology); Speech recognition; Polysomnography; Internal medicine; Physics; Embedded system","score_opus":0.042822813019082785,"score_gpt":0.23167585307511734,"score_spread":0.18885304005603457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953214854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8438149,0.0001343216,0.1500652,0.000104115854,0.00015520018,0.00086887705,0.00002847365,0.000063248,0.0047656656],"genre_scores_gemma":[0.99899757,0.00006283535,0.00010833115,0.000064489024,0.00009632811,0.0000045125516,0.000008181436,0.000041549945,0.00061619026],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978058,0.00022262734,0.00027502712,0.0009402396,0.00030086408,0.00045548196],"domain_scores_gemma":[0.9980908,0.00025198885,0.00027996462,0.00073896395,0.00036270652,0.0002755698],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049281336,0.00035599357,0.0005811368,0.00095185486,0.00011605812,0.00002272087,0.00025660056,0.00034919175,0.0002918671],"category_scores_gemma":[0.00011968643,0.00033091413,0.000226181,0.00060467556,0.0001942345,0.000094882664,0.00029901302,0.0007045299,0.000036595255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026516896,0.002510951,0.101616256,0.0044915928,0.0023056,0.00165184,0.0002222504,0.042038493,0.42528275,0.002620525,0.000059184742,0.39068365],"study_design_scores_gemma":[0.003962829,0.0017630816,0.014322798,0.00044809983,0.00061333633,0.000008088067,0.00010712715,0.76138484,0.21239561,0.0044328813,0.000042412117,0.0005188953],"about_ca_topic_score_codex":0.0000748318,"about_ca_topic_score_gemma":0.000008746039,"teacher_disagreement_score":0.71934634,"about_ca_system_score_codex":0.0005032832,"about_ca_system_score_gemma":0.0000961967,"threshold_uncertainty_score":0.9999143},"labels":[],"label_agreement":null},{"id":"W2953593141","doi":"10.1007/s00467-019-04295-7","title":"Obstructive sleep apnea and hypertension in pediatric chronic kidney disease","year":2019,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Kidney disease; Epworth Sleepiness Scale; Blood pressure; Internal medicine; Ambulatory blood pressure; Sleep apnea; Hypopnea; Physical therapy; Pediatrics; Apnea","score_opus":0.009648520041920666,"score_gpt":0.2494780374242291,"score_spread":0.23982951738230845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953593141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99234605,0.0036477416,0.000037352085,0.0017988804,0.00050287414,0.0010749431,0.000020707652,0.00007187859,0.0004995653],"genre_scores_gemma":[0.9958371,0.0009507476,0.00029055923,0.0010507015,0.001574457,0.000060579772,0.000043455224,0.000054436976,0.00013798272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99734634,0.00017542244,0.00040725557,0.0008339171,0.00042883452,0.0008082286],"domain_scores_gemma":[0.99810773,0.00031353274,0.00011818014,0.00053008925,0.00016097042,0.00076951616],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027315316,0.00030262241,0.00057838595,0.00092087436,0.000062764,0.000016706948,0.00016959012,0.00024039572,0.0005490962],"category_scores_gemma":[0.0005117231,0.00027757845,0.00010198436,0.0009766216,0.00013919576,0.00017379828,0.00027547262,0.00067221216,0.000502347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074562116,0.0001666746,0.9914231,0.00038624232,0.000034370238,0.00035889153,0.000071048984,0.000013630958,0.001269042,0.00021111504,0.00035240926,0.0049678944],"study_design_scores_gemma":[0.0051557044,0.0005468405,0.9878694,0.0000032286289,0.000342729,0.00013997155,0.00003216565,0.0040221754,0.000029879318,0.00042701655,0.0011660006,0.0002648904],"about_ca_topic_score_codex":0.000046114696,"about_ca_topic_score_gemma":0.0000076155643,"teacher_disagreement_score":0.004703004,"about_ca_system_score_codex":0.00024689865,"about_ca_system_score_gemma":0.00028221728,"threshold_uncertainty_score":0.99996763},"labels":[],"label_agreement":null},{"id":"W2954136782","doi":"10.1016/j.heliyon.2019.e02034","title":"Heart rate variability in pulmonary hypertension with and without sleep apnea","year":2019,"lang":"en","type":"article","venue":"Heliyon","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"Pharmaceuticals Bayer; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Actelion Pharmaceuticals; Bayer","keywords":"Medicine; Pulmonary hypertension; Polysomnography; Cardiology; Internal medicine; Obstructive sleep apnea; Heart rate variability; Sleep apnea; Apnea; Apnea–hypopnea index; Ventricle; Heart rate; Blood pressure","score_opus":0.015405265459829225,"score_gpt":0.2668303468309459,"score_spread":0.2514250813711167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954136782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99440336,0.00026952082,0.000080464735,0.0009808228,0.00006966662,0.000751793,0.0000028363795,0.000037786915,0.0034037428],"genre_scores_gemma":[0.9984931,0.000025206338,0.0008182341,0.0003125869,0.000045080455,0.00001627861,0.000009196996,0.000026986096,0.00025337763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986102,0.00019527599,0.00016648875,0.00043755854,0.00028297523,0.0003074984],"domain_scores_gemma":[0.99916935,0.00012819056,0.000027003405,0.0004085894,0.00012010387,0.00014677683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007307836,0.0001405792,0.000328008,0.0001300404,0.000031026666,0.000013964563,0.000046874153,0.00009094756,0.00015899377],"category_scores_gemma":[0.00014720595,0.00010260304,0.000025745818,0.00025128675,0.000105365994,0.000114815564,0.00007400988,0.0003272222,0.00014960307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096978864,0.00015453248,0.8761644,0.00036692037,0.000017335866,0.00005594001,0.000054422762,0.000005492105,0.116900794,0.00004281729,0.000002566488,0.005265029],"study_design_scores_gemma":[0.0020098046,0.00038942866,0.9836035,0.0001824516,0.000021663609,0.000332477,0.00009340523,0.0077522434,0.004989951,0.000045922774,0.00044442146,0.00013477502],"about_ca_topic_score_codex":0.000044250206,"about_ca_topic_score_gemma":0.0000118095,"teacher_disagreement_score":0.11191084,"about_ca_system_score_codex":0.00007469058,"about_ca_system_score_gemma":0.000027930473,"threshold_uncertainty_score":0.41840303},"labels":[],"label_agreement":null},{"id":"W2954751744","doi":"10.1016/j.ajodo.2019.04.009","title":"Obstructive sleep apnea and orthodontics: An American Association of Orthodontists White Paper","year":2019,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":276,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Orthodontics; Medicine; Dentistry; White (mutation); Sleep apnea; Internal medicine; Biology","score_opus":0.00917102464090054,"score_gpt":0.2854553908664412,"score_spread":0.2762843662255407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954751744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99305654,0.0003113213,0.004637988,0.0004895078,0.00046468506,0.00044126992,0.000045995737,0.000021103864,0.00053161575],"genre_scores_gemma":[0.96756613,0.0006837658,0.030828387,0.00027739577,0.00031611518,0.0000032937662,0.000014040239,0.00007581019,0.00023506997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995604,0.00046929845,0.0012775436,0.00050472026,0.0015190002,0.00062547415],"domain_scores_gemma":[0.9943396,0.0003754827,0.0023577616,0.00044219135,0.0017017117,0.0007832439],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019053394,0.00041482106,0.0016800732,0.0005728536,0.000114087125,0.00009854655,0.00021283436,0.00014787335,0.00006940756],"category_scores_gemma":[0.00078740175,0.00036603492,0.00030999095,0.0008879704,0.00088813616,0.0006166428,0.0001779437,0.0008118037,0.000004432632],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008550627,0.0001631874,0.8103742,0.00007838834,0.0005211466,0.00008455039,0.00111532,0.000013185244,0.0014583747,0.00025083454,0.000010401761,0.18507536],"study_design_scores_gemma":[0.0025175633,0.0047012484,0.98303944,0.00007205918,0.00068753917,0.0005278748,0.004428765,0.0005974296,0.00017131945,0.000035782938,0.0028374612,0.00038352984],"about_ca_topic_score_codex":0.0001717793,"about_ca_topic_score_gemma":0.00015917205,"teacher_disagreement_score":0.18469183,"about_ca_system_score_codex":0.00017670245,"about_ca_system_score_gemma":0.00018619618,"threshold_uncertainty_score":0.9998792},"labels":[],"label_agreement":null},{"id":"W2956105133","doi":"10.23736/s0026-4946.18.05223-4","title":"Metabolic effects of treatment in patients with obstructive sleep apnea: a systematic review","year":2019,"lang":"en","type":"review","venue":"Minerva Pediatrica","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Neurocognitive; Adenoidectomy; Tonsillectomy; Growth hormone; Disease; Sleep apnea; Internal medicine; Pediatrics; Cognition; Hormone; Surgery; Psychiatry","score_opus":0.01875662939036208,"score_gpt":0.3024242841379187,"score_spread":0.2836676547475566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956105133","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003314556,0.9783855,0.0000054500383,0.000009785377,0.00018260752,0.02073149,0.00008911393,0.000029717909,0.0002348902],"genre_scores_gemma":[0.00011885535,0.99664646,0.0003032595,0.000020870817,0.00015252367,0.0021142086,0.0002345709,0.00015115294,0.00025811308],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9950747,0.0007351915,0.0016457227,0.0008742417,0.0010206812,0.0006494972],"domain_scores_gemma":[0.99549425,0.0010712765,0.0012771444,0.0014464654,0.0004518065,0.00025907814],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027113812,0.000944686,0.009631428,0.0010144955,0.00002560719,0.000013294551,0.00038574846,0.000327118,0.000034785535],"category_scores_gemma":[0.001047174,0.0005441238,0.00096200913,0.0022273837,0.00009674134,0.000098264056,0.00014014369,0.00051935756,0.00018735397],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003792211,0.0005179591,0.0016927454,0.85481244,0.0012275402,0.000053082716,0.000043283042,1.3207759e-7,8.114269e-8,0.0000071720137,0.000014671485,0.14159295],"study_design_scores_gemma":[0.008335497,0.0045402474,0.0027983156,0.8538912,0.104809456,0.00008275102,0.00001981661,0.000014986278,0.0000029859373,0.0000024496212,0.024294697,0.0012076295],"about_ca_topic_score_codex":0.00006264506,"about_ca_topic_score_gemma":0.0000033234269,"teacher_disagreement_score":0.14038531,"about_ca_system_score_codex":0.0009073192,"about_ca_system_score_gemma":0.0003946242,"threshold_uncertainty_score":0.999701},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2956765658","doi":"10.1513/annalsats.201901-013oc","title":"Telemedicine for Continuous Positive Airway Pressure in Sleep Apnea. A Randomized, Controlled Study","year":2019,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Continuous positive airway pressure; Telemedicine; Randomized controlled trial; Obstructive sleep apnea; Positive airway pressure; Sleep apnea; Physical therapy; Emergency medicine; Anesthesia; Internal medicine; Health care","score_opus":0.030327457121672185,"score_gpt":0.3858559190343948,"score_spread":0.35552846191272264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956765658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769336,0.00076501165,0.0003952859,0.005932836,0.0001529534,0.01492553,0.000046086763,0.000031242027,0.0008174845],"genre_scores_gemma":[0.99574524,0.000050149887,0.0005337489,0.0016646623,0.00012684616,0.0006735947,0.000007715409,0.00004680867,0.0011512112],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99640787,0.0009276832,0.000807667,0.00047348763,0.0008209766,0.000562332],"domain_scores_gemma":[0.99505794,0.0024529914,0.0008305857,0.0007388899,0.0007903965,0.00012916964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038528638,0.00029610458,0.0031334574,0.000105310166,0.000076667005,0.000015251725,0.00039510187,0.000070630726,0.00006510764],"category_scores_gemma":[0.0017643668,0.00017319564,0.0014614309,0.00075782393,0.0010018199,0.0000754471,0.00017727265,0.00045586025,0.000009052699],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6862225,0.0027876033,0.21671903,0.00042949643,0.0106050335,0.000011926911,0.01090468,0.00010264984,0.009012097,0.0001206975,0.0017781319,0.061306126],"study_design_scores_gemma":[0.7757675,0.006515888,0.1277145,0.0003303379,0.0026953637,0.0000237325,0.047822945,0.024669852,0.013059164,0.0003391815,0.0004668781,0.00059466227],"about_ca_topic_score_codex":0.00032018506,"about_ca_topic_score_gemma":0.000008775362,"teacher_disagreement_score":0.089544974,"about_ca_system_score_codex":0.00003731125,"about_ca_system_score_gemma":0.000074557334,"threshold_uncertainty_score":0.70627135},"labels":[],"label_agreement":null},{"id":"W2956771092","doi":"10.1007/5584_2019_397","title":"Prevalence of Sleep Apnea in Patients with Carotid Artery Stenosis","year":2019,"lang":"en","type":"article","venue":"Advances in experimental medicine and biology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Carotid endarterectomy; Obstructive sleep apnea; Polysomnography; Stenosis; Cardiology; Carotid artery disease; Body mass index; Internal medicine; Sleep apnea; Surgery; Apnea","score_opus":0.014084169703082242,"score_gpt":0.31962582199671397,"score_spread":0.3055416522936317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956771092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99341536,0.0044318633,0.00000823249,0.00010125984,0.00013035051,0.0006216998,0.000004607263,0.000005713414,0.0012809143],"genre_scores_gemma":[0.9993513,0.00018920908,0.00025055924,0.00010854886,0.00002912022,0.000032404136,0.000013533194,0.000008846111,0.000016480917],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990083,0.000057010566,0.0002597566,0.00030253443,0.00014374996,0.00022864349],"domain_scores_gemma":[0.9995594,0.00009428762,0.000068139016,0.0001722345,0.000045509194,0.000060453156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010125166,0.00012546305,0.0003693699,0.00020483536,0.000009241153,7.5608494e-7,0.00007369363,0.000058509984,0.00015427922],"category_scores_gemma":[0.0000368861,0.00008045578,0.000014347884,0.00018922516,0.00045913275,0.00011832049,0.00005718281,0.00014346665,0.000003436411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006563772,0.00024161478,0.9640373,0.00017301769,0.000014672564,0.0000034673778,0.0004892605,0.0000010904186,0.027896002,0.00010461284,7.777584e-7,0.0063817864],"study_design_scores_gemma":[0.008092271,0.0073016016,0.9586184,0.00024685444,0.000011886821,0.0000068578297,0.001865523,0.000040362673,0.023600012,0.000035328314,0.000074132855,0.000106796026],"about_ca_topic_score_codex":0.000035970344,"about_ca_topic_score_gemma":0.000005420199,"teacher_disagreement_score":0.0074358936,"about_ca_system_score_codex":0.000053491527,"about_ca_system_score_gemma":0.00000729784,"threshold_uncertainty_score":0.32808915},"labels":[],"label_agreement":null},{"id":"W29577530","doi":"10.1016/b978-0-12-378610-4.00372-7","title":"Impact of Medical and Other Sleep Disorders","year":2013,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Sleep (system call); Medicine; Psychiatry; Sleep apnea; Anesthesia","score_opus":0.01811638294240349,"score_gpt":0.3137266653685014,"score_spread":0.29561028242609794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W29577530","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009251618,0.0014250093,0.0000046097857,0.00018489787,0.00008052052,0.0009367791,0.000039420676,0.000030390775,0.98804677],"genre_scores_gemma":[0.04906979,0.00019101163,0.00013777877,0.00015610045,0.00031525368,0.000033712946,0.00001361278,0.00018007183,0.94990265],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753386,0.000031396587,0.0004269935,0.00036101454,0.0012990963,0.00034761344],"domain_scores_gemma":[0.9985336,0.00010890244,0.0001710799,0.0005559355,0.00013927958,0.0004912069],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029348256,0.00038250381,0.00079883926,0.000362759,0.000034962522,0.000016446336,0.00022508891,0.0005996262,0.010837984],"category_scores_gemma":[0.00010316372,0.0002792004,0.00036490202,0.000019338391,0.00073528686,0.000024289127,0.00022221419,0.0008340352,0.00023026536],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006433382,0.000024192143,0.0018542139,0.00023037863,0.0007403081,0.000024030865,0.00015423789,2.9556329e-8,0.000058784706,0.0029282325,0.00007176396,0.9938495],"study_design_scores_gemma":[0.0038307176,0.0014024253,0.0086131,0.0012307296,0.0005413523,0.0002538674,0.000037819027,0.00017541366,0.00005619049,0.009758672,0.9733567,0.0007429656],"about_ca_topic_score_codex":0.00001799627,"about_ca_topic_score_gemma":0.000023283319,"teacher_disagreement_score":0.99310654,"about_ca_system_score_codex":0.00011479002,"about_ca_system_score_gemma":0.00014432266,"threshold_uncertainty_score":0.999966},"labels":[],"label_agreement":null},{"id":"W2957778903","doi":"10.1093/pch/pxz097","title":"Obstructive sleep apnea in children aged 3 years and younger: Rate and risk factors","year":2019,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Obstructive sleep apnea; Pediatrics; Otorhinolaryngology; Odds ratio; Retrospective cohort study; Referral; Internal medicine; Surgery","score_opus":0.009028691431456728,"score_gpt":0.26669614015299464,"score_spread":0.2576674487215379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2957778903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933971,0.0037921036,0.000020789785,0.00054067204,0.0002105405,0.0016011642,0.00012627008,0.00005199159,0.0002593451],"genre_scores_gemma":[0.9954465,0.0034997729,0.00040754623,0.00025348552,0.00022876578,0.000011177528,0.000072788,0.000052933796,0.000027003993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99745196,0.0003295034,0.0004191927,0.00066830195,0.00043067738,0.0007003589],"domain_scores_gemma":[0.99855745,0.00027799828,0.00021985197,0.00037256055,0.00006403099,0.0005081302],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009252405,0.00026664097,0.0005900836,0.0005491492,0.00015155095,0.000039150294,0.00011318646,0.00016415727,0.000050306273],"category_scores_gemma":[0.00031546256,0.00024705837,0.00006623115,0.00067032466,0.00013288744,0.0001936542,0.00016539134,0.0011163207,0.000036629033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101349724,0.00006793719,0.9819903,0.000089339184,0.0000827456,0.0000063758243,0.0014582461,0.0000043888126,0.000018530001,0.00010482686,0.000024783058,0.016051183],"study_design_scores_gemma":[0.0033598535,0.0003315566,0.995117,0.00001808173,0.000051143703,0.000038923394,0.00042893575,0.00020857673,0.000022696207,0.00015095944,0.00007120076,0.00020103628],"about_ca_topic_score_codex":0.0015792501,"about_ca_topic_score_gemma":0.00006690147,"teacher_disagreement_score":0.015850147,"about_ca_system_score_codex":0.00024866298,"about_ca_system_score_gemma":0.00008726708,"threshold_uncertainty_score":0.99999815},"labels":[],"label_agreement":null},{"id":"W2958416120","doi":"10.1038/s41598-019-46751-2","title":"Sequence analysis of capnography waveform abnormalities during nurse-administered procedural sedation and analgesia in the cardiac catheterization laboratory","year":2019,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"Medical Research Council; National Health and Medical Research Council; Wesley Medical Research","keywords":"Capnography; Medicine; Sedation; Apnea; Anesthesia; Hypoventilation; Hypoxemia; Respiratory system; Propofol; Cardiology; Internal medicine","score_opus":0.01397902877467074,"score_gpt":0.2831075982436965,"score_spread":0.2691285694690258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958416120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99832356,0.000049046976,0.000004630157,0.000088947556,0.0003720606,0.0005851355,0.000016295433,0.000013350807,0.00054695364],"genre_scores_gemma":[0.99958867,0.0000034286234,0.0000679638,0.000010675599,0.000013315282,0.000022795248,0.00013596458,0.0000072228927,0.0001499359],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821675,0.00009267314,0.00041216656,0.00040323468,0.00066749717,0.00020770941],"domain_scores_gemma":[0.9987807,0.00002770803,0.00023361183,0.00058892125,0.00031261018,0.000056414316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013347261,0.00009813038,0.00027394356,0.0008638092,0.00009173555,0.000088568035,0.00007042474,0.000046968722,0.000033494365],"category_scores_gemma":[0.00009849834,0.000071104296,0.00010015745,0.0027433366,0.00030034283,0.00026821814,0.000023052691,0.000101231795,0.0000012876657],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027618646,0.000033277982,0.8608271,0.00016707701,0.00013926273,0.000045941695,0.0049274806,0.000018031742,0.13360849,0.00004798182,0.0000071888303,0.00015058614],"study_design_scores_gemma":[0.00016322572,0.00005174701,0.9639454,0.000036531324,0.00023262807,0.000031600488,0.004409744,0.00096733845,0.029963922,0.00005736579,0.00005543521,0.0000850687],"about_ca_topic_score_codex":0.00005950167,"about_ca_topic_score_gemma":0.000017500723,"teacher_disagreement_score":0.103644565,"about_ca_system_score_codex":0.000065387205,"about_ca_system_score_gemma":0.00008867677,"threshold_uncertainty_score":0.2899549},"labels":[],"label_agreement":null},{"id":"W2959328898","doi":"10.1016/j.sleep.2019.07.002","title":"Urinary EPCR and dermcidin as potential novel biomarkers for severe adult OSA patients","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Department of Biotechnology, Ministry of Science and Technology, India; All-India Institute of Medical Sciences; Ministry of Science and Technology, Government of Nepal","keywords":"Medicine; Urinary system; Intensive care medicine; Internal medicine","score_opus":0.010384489162250798,"score_gpt":0.279350528841385,"score_spread":0.2689660396791342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959328898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98749995,0.0003568719,0.0005839434,0.0040616216,0.0008795001,0.0022481699,0.0000537836,0.00006453379,0.004251618],"genre_scores_gemma":[0.9959953,0.00003515582,0.0012762357,0.0009879105,0.00041539173,0.000090025445,0.00024144082,0.00006433918,0.0008942334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754065,0.000040369665,0.00039204658,0.00061603665,0.00082714774,0.00058376964],"domain_scores_gemma":[0.9982218,0.00017287552,0.000116614996,0.000451408,0.0005940443,0.00044323364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003066712,0.00029112908,0.00051459984,0.00031057786,0.00010540575,0.000012094894,0.00015773941,0.00017071526,0.0009092092],"category_scores_gemma":[0.0007381412,0.00022757972,0.000099965946,0.00028008132,0.00030896158,0.00013923946,0.00014614874,0.0002694817,0.00012641672],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01209079,0.0022423363,0.66568595,0.0022905706,0.0020422211,0.00025929074,0.0012542482,0.000004531798,0.12447358,0.001962829,0.007883954,0.17980969],"study_design_scores_gemma":[0.09685313,0.015751688,0.8578551,0.0008629189,0.0010384088,0.0012070196,0.0029604197,0.0059442595,0.0065796156,0.00083563104,0.009128888,0.0009829412],"about_ca_topic_score_codex":0.00009803052,"about_ca_topic_score_gemma":0.0000034001016,"teacher_disagreement_score":0.19216913,"about_ca_system_score_codex":0.00013466475,"about_ca_system_score_gemma":0.000042432814,"threshold_uncertainty_score":0.99552035},"labels":[],"label_agreement":null},{"id":"W2959442417","doi":"10.1016/s2213-2600(19)30198-5","title":"Estimation of the global prevalence and burden of obstructive sleep apnoea: a literature-based analysis","year":2019,"lang":"en","type":"review","venue":"The Lancet Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4040,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Pharmaceuticals Bayer; National Health and Medical Research Council; Fondation Leenaards; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; GlaxoSmithKline; Agence Nationale de la Recherche; American Sleep Medicine Foundation; Philips; National Heart, Lung, and Blood Institute; American Thoracic Society; ResMed; ResMed Foundation; National Science Foundation","keywords":"Medicine; Population; Sleep medicine; Sleep (system call); MEDLINE; Sleep study; Polysomnography; Pediatrics; Sleep disorder; Internal medicine; Insomnia; Environmental health; Psychiatry; Apnea","score_opus":0.06879869317854516,"score_gpt":0.38812568085164467,"score_spread":0.3193269876730995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959442417","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033661174,0.99260306,0.00013922273,0.00042913205,0.00019873562,0.0021573743,0.0002818199,0.000020838646,0.0008036928],"genre_scores_gemma":[0.04724476,0.95009476,0.000352339,0.0002933924,0.0015369373,0.00016245474,0.000112868,0.00007667792,0.00012580003],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.995966,0.00092804513,0.0009794545,0.00054008287,0.0012283642,0.00035800904],"domain_scores_gemma":[0.9956216,0.00077462447,0.0011321384,0.0018954141,0.00045437083,0.00012181522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014952561,0.00045145105,0.00349782,0.00035788098,0.0000709583,0.0000122385645,0.00076692516,0.00030275603,0.00008048749],"category_scores_gemma":[0.001588009,0.00020593489,0.0005337676,0.0032231973,0.0013797131,0.000059812435,0.00022037052,0.00082323817,0.0000047303083],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042377628,0.00006789307,0.009219031,0.11894829,0.00459294,0.000020315092,0.000640346,0.00022172797,0.000032465297,0.0013062836,0.00014718914,0.86437976],"study_design_scores_gemma":[0.016027376,0.003884306,0.13844444,0.21411331,0.16760394,0.00030528923,0.00043557285,0.013427806,0.00028255666,0.0010380403,0.4426702,0.0017671823],"about_ca_topic_score_codex":0.000041522377,"about_ca_topic_score_gemma":0.000005000775,"teacher_disagreement_score":0.86261255,"about_ca_system_score_codex":0.00025888783,"about_ca_system_score_gemma":0.00027373928,"threshold_uncertainty_score":0.8397781},"labels":[],"label_agreement":null},{"id":"W296154724","doi":"10.1093/sleep/32.10.1251","title":"Cardiovascular Disease and Sleep Disordered Breathing: Are Children Vulnerable?","year":2009,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Polysomnography; Photoplethysmogram; Cardiology; Breathing; Context (archaeology); Internal medicine; Apnea; Anesthesia","score_opus":0.012965247179367884,"score_gpt":0.24678208610425603,"score_spread":0.23381683892488814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W296154724","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05961322,0.09222585,0.0008804883,0.8329462,0.0010200773,0.0063121165,0.00084678375,0.00075666915,0.005398616],"genre_scores_gemma":[0.4374754,0.002374909,0.0016282753,0.5148549,0.027396787,0.00059997174,0.008069623,0.0011625764,0.0064375587],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99459773,0.00043590987,0.00045929683,0.0014919314,0.0019026694,0.0011124788],"domain_scores_gemma":[0.99682593,0.00009514797,0.000168171,0.0020431895,0.0002667646,0.0006007709],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00045194232,0.0007917232,0.0013885393,0.00048550736,0.000339996,0.0001499536,0.000403927,0.00084061257,0.00028649622],"category_scores_gemma":[0.00043539045,0.0007152469,0.0009108617,0.00037644277,0.00032024045,0.00015925098,0.00025472915,0.0043290057,0.00014737266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007105626,0.00061767036,0.086640306,0.002509545,0.02199408,0.022680525,0.00041431453,0.00016366095,0.00005087405,0.000043958167,0.5101983,0.3539762],"study_design_scores_gemma":[0.009008312,0.00047088924,0.3582991,0.00066014053,0.011153819,0.0011850643,0.00007870323,0.0013723901,0.00006639344,0.0009805447,0.61444294,0.002281682],"about_ca_topic_score_codex":0.00016613457,"about_ca_topic_score_gemma":0.0000028594504,"teacher_disagreement_score":0.3778622,"about_ca_system_score_codex":0.00025993073,"about_ca_system_score_gemma":0.000058986345,"threshold_uncertainty_score":0.99952984},"labels":[],"label_agreement":null},{"id":"W2962700021","doi":"10.1016/j.sleep.2019.07.013","title":"SIESTA - Home sleep study with BresoDx for obstructive sleep apnea: a randomized controlled trial","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Western University; University Health Network; Ottawa Hospital; Institute for Clinical Evaluative Sciences; University of Ottawa; Hospital for Sick Children; SickKids Foundation; McMaster University; Toronto General Hospital; Ted Rogers Centre for Heart Research; Queen's University","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Randomized controlled trial; Sleep apnea; SIESTA (computer program); Population; Physical therapy; Sleep study; Apnea–hypopnea index; Clinical trial; Apnea; Pediatrics; Internal medicine","score_opus":0.013558501943642165,"score_gpt":0.2976369294881589,"score_spread":0.28407842754451673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962700021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9176273,0.00083982846,0.0032387252,0.0027231758,0.002626627,0.06664127,0.000029595863,0.0002619092,0.0060116025],"genre_scores_gemma":[0.9881199,0.000013428333,0.0008956728,0.00041404113,0.0020380889,0.0060918685,0.000120002274,0.00020677858,0.0021002449],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99169105,0.0009837634,0.0018400504,0.0014999536,0.002609245,0.0013759318],"domain_scores_gemma":[0.9905837,0.0048804367,0.0007645762,0.0015576537,0.0014602492,0.000753358],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044239922,0.0009657671,0.006546814,0.00095943303,0.0002495204,0.00005679981,0.00057027955,0.00030200838,0.0016428363],"category_scores_gemma":[0.004290568,0.0005728067,0.0007871437,0.0010094376,0.001234073,0.0002760005,0.00018698991,0.0009739556,0.00016222084],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9762124,0.0015200749,0.0054612625,0.00022365918,0.0056319763,0.00016920645,0.0022156446,0.000028511284,0.00090208295,0.0007765317,0.00013003782,0.0067286515],"study_design_scores_gemma":[0.9557243,0.021517847,0.0026660126,0.00014400741,0.004071368,0.000098200304,0.006464951,0.0078034177,0.00013710799,0.00041566047,0.00037877922,0.0005783387],"about_ca_topic_score_codex":0.00014332231,"about_ca_topic_score_gemma":0.00003585858,"teacher_disagreement_score":0.07049261,"about_ca_system_score_codex":0.00039624568,"about_ca_system_score_gemma":0.00013841184,"threshold_uncertainty_score":0.99967235},"labels":[],"label_agreement":null},{"id":"W2963182230","doi":"10.1016/j.esxm.2019.06.005","title":"May Dyspnea Sensation Influence the Sexual Function in Men With Obstructive Sleep Apnea Syndrome? A Prospective Control Study","year":2019,"lang":"en","type":"article","venue":"Sexual Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatoon Medical Imaging; University of Saskatchewan; Saskatoon City Hospital","funders":"Śląski Uniwersytet Medyczny","keywords":"Medicine; Sexual function; Sexual dysfunction; Obstructive sleep apnea; Polysomnography; Population; Erectile dysfunction; Prospective cohort study; Body mass index; Physical therapy; Internal medicine; Apnea","score_opus":0.011477812609491076,"score_gpt":0.2787953891415264,"score_spread":0.2673175765320353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963182230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873919,0.000085795094,0.00035052648,0.0019162184,0.0002564471,0.0072268494,0.000013750048,0.00010195242,0.0026565567],"genre_scores_gemma":[0.99794596,6.000939e-7,0.000041350795,0.00028675538,0.00025254267,0.00037325194,0.00002442815,0.000065035456,0.0010100495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99580747,0.00042229908,0.000576244,0.0009253256,0.0016181117,0.0006505576],"domain_scores_gemma":[0.997624,0.00046295297,0.0002309771,0.00084229285,0.0006170743,0.0002227503],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011967072,0.00042778655,0.0008175922,0.0004322412,0.00014444106,0.000027063761,0.00023946953,0.00014262428,0.0003156422],"category_scores_gemma":[0.0005436738,0.00024892113,0.000022183098,0.0012882901,0.00058530556,0.00033668368,0.00008759713,0.0010441084,0.00015106762],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047326228,0.0004625458,0.9616464,0.0001069971,0.0006057465,0.00032609532,0.008344463,0.0002522781,0.014532819,0.00020566556,0.00002223366,0.008762155],"study_design_scores_gemma":[0.016783973,0.018024452,0.89939505,0.000054043598,0.0003137165,0.00040676456,0.062216323,0.0023093284,0.00012287938,0.000103810075,0.000029781964,0.00023988391],"about_ca_topic_score_codex":0.0011033452,"about_ca_topic_score_gemma":0.00031363688,"teacher_disagreement_score":0.062251333,"about_ca_system_score_codex":0.00056293263,"about_ca_system_score_gemma":0.0000949651,"threshold_uncertainty_score":0.9999963},"labels":[],"label_agreement":null},{"id":"W2964346179","doi":"10.2139/ssrn.3310634","title":"An Estimate of the Global Prevalence and Burden of Obstructive Sleep Apnoea","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sleep (system call); Medicine; Obstructive sleep apnea; Cardiology; Computer science","score_opus":0.006472726734126383,"score_gpt":0.2911682479414157,"score_spread":0.28469552120728936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964346179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962454,0.0019707012,0.00026115336,0.00032901447,0.00013870717,0.00034589285,0.000011188333,0.000006963526,0.0006909693],"genre_scores_gemma":[0.99913716,0.0003549825,0.0002560468,0.0000071852746,0.00012568723,0.0000017059392,6.9199115e-7,0.000013481661,0.00010303032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788797,0.00012244795,0.0002768871,0.00019753224,0.0005502014,0.0009649585],"domain_scores_gemma":[0.99900806,0.000036067755,0.00022483549,0.0003465675,0.00027996599,0.00010449193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007396936,0.00012453742,0.0002725433,0.000058793295,0.000057314403,0.000010534479,0.0003031555,0.00006879294,0.00005920657],"category_scores_gemma":[0.00009161323,0.000083175,0.000093723334,0.00025332774,0.00023909111,0.00016021283,0.00008202469,0.0009489438,0.000004985122],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005553645,0.00009517208,0.8696504,0.00020540124,0.00042526817,0.0000029139696,0.00034949646,0.000085911364,0.021207163,0.06040068,7.5101696e-7,0.047021426],"study_design_scores_gemma":[0.0034850137,0.0025483929,0.88906467,0.00016753706,0.00029303288,0.0025700463,0.0036108547,0.0034209136,0.008136349,0.08647777,0.000033293283,0.00019212805],"about_ca_topic_score_codex":0.000069473615,"about_ca_topic_score_gemma":0.00003142604,"teacher_disagreement_score":0.0468293,"about_ca_system_score_codex":0.0005586052,"about_ca_system_score_gemma":0.00061050366,"threshold_uncertainty_score":0.41227412},"labels":[],"label_agreement":null},{"id":"W2964358557","doi":"10.1038/s41598-019-47998-5","title":"A Novel Decision Making Procedure during Wakefulness for Screening Obstructive Sleep Apnea using Anthropometric Information and Tracheal Breathing Sounds","year":2019,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Medicine; Polysomnography; Supine position; Wakefulness; Breathing; Gold standard (test); Obstructive sleep apnea; Apnea; Sleep apnea; Apnea–hypopnea index; Physical therapy; Electroencephalography; Anesthesia; Internal medicine","score_opus":0.024983645601634057,"score_gpt":0.31715088569667643,"score_spread":0.29216724009504236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964358557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83645386,0.00009945927,0.15981238,0.00002570232,0.0018797666,0.0015064505,0.00000867422,0.000066372755,0.0001473591],"genre_scores_gemma":[0.94582576,3.6940293e-7,0.053900078,0.000010236377,0.00010290099,0.00003639951,0.000040090115,0.000035051096,0.000049098522],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99652934,0.000021079917,0.0007880201,0.0008378295,0.0011997408,0.0006240063],"domain_scores_gemma":[0.9977374,0.00017144157,0.00051436847,0.0005887061,0.0007885821,0.00019951044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016683816,0.00024923286,0.0004156442,0.0014527128,0.0008257301,0.000589118,0.00010889625,0.0001650938,0.000046017794],"category_scores_gemma":[0.0013659504,0.0002279353,0.00013004584,0.0018311638,0.0002831408,0.0017146631,0.000190389,0.0003204665,0.0000047154226],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011449534,0.00028195945,0.27401158,0.0028020113,0.00027036713,0.00024511392,0.005451071,0.0021623955,0.2666944,0.00011171219,0.00001789007,0.44680655],"study_design_scores_gemma":[0.007475195,0.00048609413,0.3573782,0.0015760266,0.00039523136,0.02754966,0.011597248,0.5133628,0.07571722,0.0026161398,0.00052605756,0.0013200766],"about_ca_topic_score_codex":0.000022982125,"about_ca_topic_score_gemma":0.0000030419342,"teacher_disagreement_score":0.5112004,"about_ca_system_score_codex":0.00031253073,"about_ca_system_score_gemma":0.00010625554,"threshold_uncertainty_score":0.92949325},"labels":[],"label_agreement":null},{"id":"W2964742849","doi":"10.1513/annalsats.201905-380oc","title":"Noninvasive Ventilation versus CPAP as Initial Treatment of Obesity Hypoventilation Syndrome","year":2019,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Obesity hypoventilation syndrome; Continuous positive airway pressure; Randomized controlled trial; Positive airway pressure; Intensive care medicine; Guideline; Cochrane Library; Systematic review; MEDLINE; Observational study; Hypoventilation; Physical therapy; Obstructive sleep apnea; Anesthesia; Surgery; Internal medicine","score_opus":0.2686668301668265,"score_gpt":0.5039061805675411,"score_spread":0.2352393504007146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964742849","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15878436,0.8365438,0.000029891236,0.00016295335,0.00059828116,0.0029346095,0.00025387344,0.000034688986,0.0006575591],"genre_scores_gemma":[0.06169924,0.9372181,0.00031749305,0.000036341924,0.00013480167,0.000059603637,0.00016804242,0.00007080474,0.0002955462],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972052,0.00038002504,0.00071992713,0.0004585333,0.00087299646,0.0003633329],"domain_scores_gemma":[0.9958604,0.0005293955,0.0020078318,0.0010033915,0.00048712894,0.0001118514],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035153716,0.0004048484,0.0023587036,0.00011970372,0.00008775157,0.000012433267,0.00033250777,0.00019268946,0.00008099985],"category_scores_gemma":[0.00021456837,0.00028182068,0.0029006337,0.001014206,0.0007098204,0.00008753259,0.0001666967,0.00031447358,0.00008021298],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051127584,0.00053386827,0.00043671,0.006803823,0.002968823,0.000015994083,0.00031930397,0.0000030714386,0.00002385361,0.000021140017,0.000101585574,0.98826057],"study_design_scores_gemma":[0.0110469395,0.04690439,0.07972761,0.053891115,0.057611313,0.0019036299,0.0059938417,0.0004259695,0.030815752,0.00056993606,0.7067477,0.0043618153],"about_ca_topic_score_codex":0.00017424738,"about_ca_topic_score_gemma":0.0000017445294,"teacher_disagreement_score":0.98389876,"about_ca_system_score_codex":0.00031742654,"about_ca_system_score_gemma":0.00048562215,"threshold_uncertainty_score":0.9999634},"labels":[],"label_agreement":null},{"id":"W2964831706","doi":"10.1016/j.jstrokecerebrovasdis.2019.104317","title":"Educating Stroke/TIA Patients about Obstructive Sleep Apnea after Stroke: A Randomized Feasibility Study","year":2019,"lang":"en","type":"article","venue":"Journal of Stroke and Cerebrovascular Diseases","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"University of Toronto; Sunnybrook Research Institute","keywords":"Medicine; Continuous positive airway pressure; Stroke (engine); Obstructive sleep apnea; Physical therapy; Randomized controlled trial; Randomization; Sleep apnea; Intervention (counseling); Internal medicine; Nursing","score_opus":0.007230135931569981,"score_gpt":0.26661803639649917,"score_spread":0.2593879004649292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964831706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934793,0.002318541,0.000090714224,0.000071061804,0.000559424,0.0028477493,0.00015188429,0.000021484757,0.00045983776],"genre_scores_gemma":[0.99852824,0.000059602266,0.00046138285,0.00006808477,0.00037836342,0.00006561907,0.000014871842,0.000057125624,0.00036672514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99514705,0.00071115815,0.0011351615,0.0006015668,0.001813317,0.00059176545],"domain_scores_gemma":[0.9961804,0.0004068904,0.0006492919,0.0006914692,0.0013081115,0.00076380564],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009678646,0.00045266584,0.0017345975,0.00044933296,0.0001389374,0.00014350307,0.00026929151,0.00012313534,0.0009788366],"category_scores_gemma":[0.001124725,0.00033484402,0.0012780635,0.0002232772,0.00031799314,0.00055035827,0.00020985703,0.00073642965,0.000034983288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.030661236,0.0026070587,0.95079273,0.00023768532,0.0034366804,0.000034986755,0.0006793668,0.0000050914127,0.00036284933,0.000009542384,0.000019954552,0.011152827],"study_design_scores_gemma":[0.1347238,0.0013828523,0.85560167,0.00010363858,0.00245669,0.000055517274,0.004889744,0.0001181414,0.00032970042,0.000037543417,0.00003996474,0.00026072265],"about_ca_topic_score_codex":0.00004539429,"about_ca_topic_score_gemma":0.0000060983143,"teacher_disagreement_score":0.104062565,"about_ca_system_score_codex":0.00027984747,"about_ca_system_score_gemma":0.00019671545,"threshold_uncertainty_score":0.9999344},"labels":[],"label_agreement":null},{"id":"W2965069451","doi":"10.1007/s12630-019-01452-2","title":"Pulse-ox paradox: potential versus pitfalls of pulse oximetry monitoring in surgical patients with obstructive sleep apnea","year":2019,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Pulse oximetry; Obstructive sleep apnea; Medicine; Pulse (music); Sleep apnea; Cardiology; Sleep (system call); Anesthesia; Intensive care medicine; Internal medicine; Computer science; Optics; Physics","score_opus":0.012112434924280237,"score_gpt":0.23698802634100266,"score_spread":0.22487559141672242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965069451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690055,0.00114982,0.0000070433994,0.026533393,0.0018405971,0.00083613506,0.00006348029,0.000009045822,0.0005549664],"genre_scores_gemma":[0.9933932,0.000036863414,0.00045623753,0.00084936083,0.004621369,0.000007857742,0.0000913343,0.00029987612,0.00024390798],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99098855,0.0005893646,0.0022206383,0.0007716848,0.0029335136,0.0024962279],"domain_scores_gemma":[0.9908587,0.00044655098,0.0021571447,0.0008039181,0.0030232905,0.0027104097],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0012627888,0.001101037,0.0026712487,0.0043600635,0.00029169276,0.00025986982,0.0014155195,0.0014993354,0.00056353275],"category_scores_gemma":[0.00045333826,0.0009509703,0.0008413669,0.0014262823,0.00078893994,0.00071722973,0.00004087479,0.008680475,0.000029852821],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033549082,0.000111995876,0.13810001,0.00032705726,0.0010623583,0.8467651,0.0004469087,0.0002295381,0.000011236857,0.000008593628,0.002669555,0.0069127423],"study_design_scores_gemma":[0.014418224,0.005575807,0.13886958,0.0011931732,0.0010005556,0.82391036,0.0007076555,0.00004623484,0.00011838148,0.00003730601,0.012948976,0.0011737316],"about_ca_topic_score_codex":0.0095018735,"about_ca_topic_score_gemma":0.001871406,"teacher_disagreement_score":0.025684033,"about_ca_system_score_codex":0.0043753157,"about_ca_system_score_gemma":0.005059669,"threshold_uncertainty_score":0.9997969},"labels":[],"label_agreement":null},{"id":"W2965610620","doi":"10.1016/j.bja.2019.06.019","title":"Response to ‘OSA: innocent bystander or associate in crime?’ (Br J Anaesth 2019; 123: e473–e474)","year":2019,"lang":"en","type":"letter","venue":"British Journal of Anaesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Stroke Network","funders":"","keywords":"Bystander effect; Criminology; Psychology; Business; Social psychology","score_opus":0.024000363732470213,"score_gpt":0.3031324545607641,"score_spread":0.2791320908282939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965610620","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4665443,0.005315973,0.00006107346,0.5245635,0.00093843637,0.0016997178,0.00016367198,0.00004627747,0.0006670687],"genre_scores_gemma":[0.09896685,0.0056551946,0.0049558403,0.85735077,0.007016438,0.000056756133,0.00021644052,0.00096705894,0.024814645],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915039,0.0015307872,0.0018579876,0.00077491126,0.0028813977,0.0014510086],"domain_scores_gemma":[0.9957088,0.0004598042,0.0010580912,0.0007153522,0.0015581388,0.00049980765],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0037924396,0.000650636,0.0022102434,0.001914059,0.000115988354,0.0003120497,0.00093589065,0.001269494,0.00046684465],"category_scores_gemma":[0.0024618383,0.0006412759,0.0006003808,0.0012729302,0.00018955024,0.0003530394,0.00019066357,0.0061788494,0.00033588248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005451493,0.00026204123,0.005663763,0.00018438182,0.00037588296,0.11193716,0.00013206204,0.0000046578994,0.0002557856,0.0000018669014,0.83676034,0.038970586],"study_design_scores_gemma":[0.006164255,0.004190934,0.19673385,0.0032278742,0.0002470133,0.015222388,0.00015975915,0.000007434447,0.00015790485,0.000045022538,0.7731102,0.0007333764],"about_ca_topic_score_codex":0.00045303602,"about_ca_topic_score_gemma":0.00009353254,"teacher_disagreement_score":0.36757743,"about_ca_system_score_codex":0.002285123,"about_ca_system_score_gemma":0.001558377,"threshold_uncertainty_score":0.99960387},"labels":[],"label_agreement":null},{"id":"W2965653512","doi":"10.1007/5584_2019_419","title":"Prevalence and Risk of Obstructive Sleep Apnea and Arterial Hypertension in the Adult Population in Poland: An Observational Subset of the International Prospective Urban Rural Epidemiology (PURE) Study","year":2019,"lang":"en","type":"article","venue":"Advances in experimental medicine and biology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Epidemiology; Obstructive sleep apnea; Population; Body mass index; Stroke (engine); Myocardial infarction; Sleep apnea; Cohort study; Prospective cohort study; Internal medicine; Pediatrics; Physical therapy; Environmental health","score_opus":0.04172097689154902,"score_gpt":0.36988726584879567,"score_spread":0.32816628895724664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965653512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99628794,0.0021478105,0.000002110122,0.00033162464,0.00022552263,0.0009514328,0.000015967747,0.0000019725712,0.00003563257],"genre_scores_gemma":[0.999359,0.00030060983,0.000100791396,0.00009690806,0.00007156662,0.00003890723,0.000026831902,0.000004260327,0.0000010985144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861765,0.00044285448,0.00039881354,0.00027160888,0.00013315541,0.00013591978],"domain_scores_gemma":[0.9991113,0.0004818982,0.00017710312,0.00013727415,0.00006664604,0.000025793901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052440324,0.00011164244,0.00036747803,0.0001257023,0.000024600358,0.0000013285272,0.00010397562,0.00006643287,0.000011986079],"category_scores_gemma":[0.000538639,0.00005982943,0.000014127002,0.00014116502,0.0005484667,0.00015388484,0.00008431093,0.0001995515,7.507651e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010461513,0.00021937386,0.9681146,0.00002349798,0.000020332342,0.0000015910442,0.0041256305,0.0000027899027,0.02349568,0.0008526449,3.1315525e-7,0.0020973922],"study_design_scores_gemma":[0.0042013335,0.001925918,0.97454166,0.00006975247,0.000015073621,0.00003483515,0.016111854,0.0008865305,0.0007095432,0.0014498073,0.0000020008827,0.000051691655],"about_ca_topic_score_codex":0.00093971274,"about_ca_topic_score_gemma":0.00037461575,"teacher_disagreement_score":0.022786137,"about_ca_system_score_codex":0.000045682817,"about_ca_system_score_gemma":0.0000070200686,"threshold_uncertainty_score":0.24397732},"labels":[],"label_agreement":null},{"id":"W2965839586","doi":"10.1016/j.cjca.2019.07.627","title":"Self-Reported Daytime Sleepiness and Sleep-Disordered Breathing in Patients With Atrial Fibrillation: SNOozE-AF","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Biotronik; Philips Respironics; Hospital Research Foundation; National Heart Foundation of Australia; ResMed; LivaNova; National Health and Medical Research Council; Boston Scientific Corporation; St. Jude Medical; Abbott Laboratories; Sanofi; University of Adelaide; Biosense Webster; Medtronic","keywords":"Medicine; Epworth Sleepiness Scale; Polysomnography; Excessive daytime sleepiness; Internal medicine; Atrial fibrillation; Population; Cardiology; Odds ratio; Ambulatory; Obstructive sleep apnea; Sleep apnea; Confidence interval; Apnea–hypopnea index; Apnea; Physical therapy; Sleep disorder; Psychiatry; Insomnia","score_opus":0.00882338938849459,"score_gpt":0.23705676934307843,"score_spread":0.22823337995458384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965839586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99615604,0.0005385948,0.000112325455,0.00043012516,0.00042389796,0.0004335611,0.000010847201,0.000006003474,0.0018886008],"genre_scores_gemma":[0.9988833,0.000011450939,0.00042362986,0.000028388655,0.0005911353,5.414259e-7,0.000018112514,0.00002319814,0.00002023585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985819,0.00015248053,0.00042279877,0.0002068861,0.0002545143,0.0003814385],"domain_scores_gemma":[0.9984752,0.00009328645,0.00020357726,0.00021378594,0.00052171916,0.00049243425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000403728,0.00014161461,0.00062548387,0.00054752565,0.000048636415,0.000020500152,0.0000887806,0.00015169427,0.000058126127],"category_scores_gemma":[0.00025192072,0.00011728497,0.00011059757,0.000274503,0.00010709079,0.0001524882,0.000018244265,0.0003674251,0.000009217595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045218514,0.000001521002,0.9899546,0.000033599543,0.00067939074,0.00031479323,0.00017600719,0.00093698455,0.00001610478,0.000024452022,0.00003224901,0.007378095],"study_design_scores_gemma":[0.008091205,0.00078317645,0.98328745,0.000049119168,0.00019416824,0.0009670514,0.00007814553,0.00028055796,0.0000069590787,0.00003640348,0.0060963714,0.00012940755],"about_ca_topic_score_codex":0.00047424427,"about_ca_topic_score_gemma":0.0003947279,"teacher_disagreement_score":0.0076390193,"about_ca_system_score_codex":0.00029462198,"about_ca_system_score_gemma":0.0005821454,"threshold_uncertainty_score":0.47827426},"labels":[],"label_agreement":null},{"id":"W2966551949","doi":"10.1155/2019/1463045","title":"The Relationship between Disturbed Sleep, OSAS, and Metabolic Diseases","year":2019,"lang":"en","type":"editorial","venue":"Journal of Diabetes Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Sleep (system call); Medicine; Psychology; Physical medicine and rehabilitation; Neuroscience; Computer science","score_opus":0.04943370018930993,"score_gpt":0.3929627747772657,"score_spread":0.3435290745879558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966551949","genre_codex":"empirical","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46089056,0.09523551,0.000010890903,0.005028824,0.4348369,0.0023550133,0.0007114459,0.00003389915,0.00089696003],"genre_scores_gemma":[0.37110654,0.0012527538,0.00009249172,0.000007366695,0.6250273,0.000032036714,0.00012645203,0.00012076863,0.0022342831],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9894326,0.0016037115,0.0010041018,0.00044163817,0.00638411,0.0011338423],"domain_scores_gemma":[0.94152796,0.052003115,0.00057901436,0.00089876115,0.0041276254,0.0008635482],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0066274297,0.0003497005,0.0012390566,0.0010872916,0.00061142416,0.00044447984,0.00092464,0.00067454064,0.000046665147],"category_scores_gemma":[0.06521369,0.00021244396,0.00040334064,0.00090511714,0.0010575098,0.0002755774,0.00055685226,0.0070435675,0.00008402698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023171792,0.000082747676,0.6348991,0.00048449246,0.00092440203,0.00002907922,0.000059776543,2.9019407e-7,0.000054992674,0.00013680325,0.3470314,0.016065218],"study_design_scores_gemma":[0.0016408751,0.00070126686,0.49909234,0.00030357201,0.00044207575,0.0000025773152,0.00011422012,0.000010895032,0.000054286214,0.00069503725,0.4967915,0.00015133456],"about_ca_topic_score_codex":0.000010731703,"about_ca_topic_score_gemma":0.000003599463,"teacher_disagreement_score":0.19019042,"about_ca_system_score_codex":0.0004084835,"about_ca_system_score_gemma":0.0010345628,"threshold_uncertainty_score":0.99524724},"labels":[],"label_agreement":null},{"id":"W2967500142","doi":"10.1016/j.invent.2019.100265","title":"A usability study of an internet-delivered behavioural intervention tailored for children with residual insomnia symptoms after obstructive sleep apnea treatment","year":2019,"lang":"en","type":"article","venue":"Internet Interventions","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Université de Montréal; Dalhousie University","funders":"Nova Scotia Health Research Foundation","keywords":"Session (web analytics); Psychological intervention; Insomnia; Intervention (counseling); Medicine; Obstructive sleep apnea; Usability; Population; Physical therapy; Thematic analysis; Clinical psychology; Psychology; Qualitative research; Psychiatry; Computer science; Internal medicine","score_opus":0.028906706280534558,"score_gpt":0.3288328382835333,"score_spread":0.2999261320029988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967500142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991287,0.00009007879,0.0013984768,0.00003846862,0.00034699377,0.0063396776,0.00031128587,0.00010707393,0.00008093556],"genre_scores_gemma":[0.9956919,5.800833e-7,0.0008012382,0.0000100140205,0.00008826101,0.0013745573,0.0005015884,0.00009294471,0.0014389048],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99628276,0.0003529003,0.0011957495,0.0010359971,0.0005919467,0.00054065004],"domain_scores_gemma":[0.99743074,0.000099431425,0.0004476575,0.0010160165,0.000740252,0.0002659261],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035478047,0.00050131994,0.0008692872,0.000524236,0.000045813464,0.00009076384,0.0004367427,0.00017017774,0.0015322515],"category_scores_gemma":[0.00008654661,0.0004034738,0.00078255153,0.00030518838,0.00029354857,0.00050566887,0.00026527164,0.00036141084,0.00006574104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00917789,0.0139592495,0.9366139,0.00024180672,0.0034290336,0.000025797417,0.0046344465,0.00001635238,0.0004274785,0.00008698922,0.00001590424,0.031371135],"study_design_scores_gemma":[0.016876452,0.048651498,0.92005897,0.00047621364,0.001174333,0.00012091168,0.00404393,0.0017226359,0.0064529325,0.000059450518,0.000008076189,0.00035459027],"about_ca_topic_score_codex":0.0039219544,"about_ca_topic_score_gemma":0.003862431,"teacher_disagreement_score":0.034692246,"about_ca_system_score_codex":0.00077735283,"about_ca_system_score_gemma":0.00003382285,"threshold_uncertainty_score":0.9998417},"labels":[],"label_agreement":null},{"id":"W2967531083","doi":"10.1096/fasebj.30.1_supplement.758.6","title":"Effects of Acute Hypoxia on Human Adipose Tissue Lipoprotein Lipase Activity and Lipolysis","year":2016,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa","keywords":"Lipolysis; Lipoprotein lipase; Adipose tissue; Hypoxia (environmental); Lipase; Internal medicine; Endocrinology; Chemistry; Medicine; Biochemistry; Enzyme; Oxygen","score_opus":0.017598549369314917,"score_gpt":0.30772613839929075,"score_spread":0.2901275890299758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967531083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969294,0.00020466093,0.00029580397,0.001694769,0.0000915221,0.0004276499,0.000012135285,0.000015428575,0.0003285946],"genre_scores_gemma":[0.99850917,0.0000830347,0.00012827534,0.00005067428,0.00036607223,0.000010892295,4.536823e-7,0.000025837877,0.00082560774],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99845934,0.00027664917,0.00019491927,0.00018484633,0.00056313747,0.00032112157],"domain_scores_gemma":[0.9987112,0.00037307787,0.00016563486,0.00034152006,0.00011984205,0.00028869216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000529486,0.00016139397,0.0003215928,0.00019247718,0.00022449133,0.000027385637,0.00017721063,0.00007441263,0.00019339062],"category_scores_gemma":[0.00025274156,0.00007893868,0.00010511347,0.00015948017,0.0003105892,0.00012010017,0.00009646758,0.00045920923,0.000043533488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006069798,0.00014718837,0.00052774604,0.000040818846,0.0004543562,0.00022401681,0.00011703777,8.2084696e-8,0.8136297,0.000077866716,0.000045269666,0.18412897],"study_design_scores_gemma":[0.0027108707,0.0014705904,0.07126352,0.0001995935,0.00040322164,0.00044864079,0.000014137955,0.000008630565,0.9230668,0.00027156292,0.000056952867,0.00008547583],"about_ca_topic_score_codex":0.00005304562,"about_ca_topic_score_gemma":0.0000064854794,"teacher_disagreement_score":0.18404348,"about_ca_system_score_codex":0.000105574196,"about_ca_system_score_gemma":0.000035550052,"threshold_uncertainty_score":0.32190263},"labels":[],"label_agreement":null},{"id":"W2967805805","doi":"10.1007/s11325-019-01904-5","title":"Detecting central sleep apnea in adult patients using WatchPAT—a multicenter validation study","year":2019,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute","funders":"","keywords":"Central sleep apnea; Sleep apnea; Multicenter study; Medicine; Sleep (system call); Apnea; Internal medicine; Polysomnography; Computer science","score_opus":0.014827941961151692,"score_gpt":0.2820504173495976,"score_spread":0.26722247538844596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967805805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975781,0.000018168643,0.00025435787,0.000046235687,0.00034900528,0.0014290069,0.0000038796675,0.00004235658,0.00027888556],"genre_scores_gemma":[0.998925,0.0000013919405,0.0008284622,0.000064776796,0.00009620097,0.000012144276,0.000016530053,0.000037816106,0.000017677636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979097,0.00014477271,0.00037501683,0.00049217825,0.0005095578,0.0005687277],"domain_scores_gemma":[0.99919295,0.00008291064,0.000097116565,0.00026008877,0.00020288114,0.00016402954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033171786,0.00020968584,0.00031638282,0.00025237925,0.000121820296,0.00007515026,0.0000867492,0.000096313335,0.000059068967],"category_scores_gemma":[0.00020291618,0.0001866616,0.00006045609,0.00026654624,0.000032253287,0.0003675874,0.0001507918,0.00042194728,0.000024613866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023305869,0.00052411313,0.9360158,0.00009284254,0.00007451924,0.000040716077,0.004976189,0.00007179454,0.0056953873,0.0000034464335,2.1874722e-7,0.052271903],"study_design_scores_gemma":[0.011100972,0.0005126426,0.8425153,0.00014998413,0.00012611301,0.000023773453,0.0065022805,0.1322748,0.0065042474,0.000009375463,0.0000051397374,0.0002753592],"about_ca_topic_score_codex":0.00059009844,"about_ca_topic_score_gemma":0.00003625438,"teacher_disagreement_score":0.13220301,"about_ca_system_score_codex":0.00026018047,"about_ca_system_score_gemma":0.00001014429,"threshold_uncertainty_score":0.7611839},"labels":[],"label_agreement":null},{"id":"W2967860037","doi":"10.1186/s12883-019-1422-3","title":"The prevalence of obstructive sleep apnea in mild cognitive impairment: a systematic review","year":2019,"lang":"en","type":"review","venue":"BMC Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University; Toronto General Hospital; McMaster University; University of Toronto; University Health Network","funders":"National Institute on Aging; University Health Network Foundation; University of Toronto","keywords":"Medicine; Obstructive sleep apnea; MEDLINE; Polysomnography; Systematic review; Dementia; Meta-analysis; Physical therapy; Sleep apnea; Neurology; Internal medicine; Pediatrics; Psychiatry; Apnea; Disease","score_opus":0.05596863482941604,"score_gpt":0.3632980877081109,"score_spread":0.30732945287869484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967860037","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011231987,0.98291314,0.000011978826,0.000064967106,0.00033865476,0.01611872,0.00012288807,0.000023111392,0.00029423222],"genre_scores_gemma":[0.0003161432,0.9972123,0.000015956468,0.00019814642,0.00006359458,0.0018134904,0.000029852981,0.000091824455,0.00025870078],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99254024,0.003313273,0.0018599887,0.0008960671,0.00068505807,0.0007053574],"domain_scores_gemma":[0.99015856,0.0067931926,0.0012760224,0.0012616026,0.00037345188,0.00013717554],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014172862,0.00059625774,0.0048919776,0.00039039555,0.000057826266,0.000010742483,0.00075148675,0.0004062707,0.000083684754],"category_scores_gemma":[0.004717489,0.00036303536,0.00085487834,0.0008648367,0.00060166663,0.00005724314,0.00039682776,0.0014240902,0.00023841482],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014267981,0.00009819903,0.0004150732,0.9789495,0.0003680951,0.00007327403,0.0000312338,6.773271e-8,1.3700405e-7,0.00010033826,0.000007499853,0.019813893],"study_design_scores_gemma":[0.0017453624,0.0017271468,0.0025747358,0.97237825,0.0152239995,0.0014678568,0.000030255138,0.00007190836,0.0000020169728,0.000056085188,0.0042456635,0.00047672688],"about_ca_topic_score_codex":0.000004953324,"about_ca_topic_score_gemma":0.000008223889,"teacher_disagreement_score":0.019337166,"about_ca_system_score_codex":0.00013065062,"about_ca_system_score_gemma":0.0003121515,"threshold_uncertainty_score":0.99988216},"labels":[],"label_agreement":null},{"id":"W2968211741","doi":"10.5664/jcsm.7812","title":"The Odds Ratio Product (An Objective Sleep Depth Measure): Normal Values, Repeatability, and Change With CPAP in Patients With OSA","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Research Manitoba; Manitoba Health","funders":"","keywords":"Medicine; Polysomnography; Epworth Sleepiness Scale; Intraclass correlation; Continuous positive airway pressure; Odds ratio; Body mass index; Anesthesia; Obstructive sleep apnea; Physical therapy; Cohort; Internal medicine; Apnea; Psychometrics","score_opus":0.04670457305734093,"score_gpt":0.361976078761423,"score_spread":0.3152715057040821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968211741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917505,0.0006908367,0.0001337797,0.0042454153,0.000568723,0.0018248354,0.000002919853,0.000013983152,0.0007690095],"genre_scores_gemma":[0.99736464,0.00008934461,0.00045032086,0.00039345748,0.0015787038,0.000017351631,0.000009441944,0.00004571684,0.000051019495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940032,0.0008690111,0.0016831884,0.000567434,0.002338811,0.0005383974],"domain_scores_gemma":[0.9943698,0.0013167686,0.00092477555,0.00078875443,0.0019471837,0.0006527332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007913988,0.00031950008,0.0012918797,0.00024093613,0.000121992125,0.000030291423,0.00033316688,0.00014787869,0.000082879924],"category_scores_gemma":[0.004682932,0.00014706628,0.00010722334,0.0005572548,0.0010330296,0.0005876529,0.00010809112,0.0018291248,0.000007051771],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014390175,0.00069867907,0.85423034,0.00006386733,0.00032028175,0.000077818084,0.0007387069,0.000004733855,0.000033217937,0.00003448103,0.00001565686,0.12939206],"study_design_scores_gemma":[0.018036937,0.022046095,0.9575946,0.00042951523,0.00030359087,0.000139219,0.00065165776,0.0003023339,0.000103140184,0.000056272896,0.00016651048,0.00017014859],"about_ca_topic_score_codex":0.00010458947,"about_ca_topic_score_gemma":0.00038742658,"teacher_disagreement_score":0.12922192,"about_ca_system_score_codex":0.00017946254,"about_ca_system_score_gemma":0.00018549577,"threshold_uncertainty_score":0.79467386},"labels":[],"label_agreement":null},{"id":"W2968409227","doi":"10.1513/annalsats.201903-190oc","title":"Polysomnographic Endotyping to Select Patients with Obstructive Sleep Apnea for Oral Appliances","year":2019,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Polysomnography; Oral appliance; Obstructive sleep apnea; Confidence interval; Arousal; Body mass index; Internal medicine; Apnea; Apnea–hypopnea index; Sleep apnea; Anesthesia","score_opus":0.04633908872038679,"score_gpt":0.37498495275708815,"score_spread":0.3286458640367014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968409227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994898,0.000073887386,0.0011517318,0.0014441184,0.0000946713,0.0020163767,0.0000681267,0.000039389713,0.00021367021],"genre_scores_gemma":[0.9883066,0.000008974566,0.009714342,0.0016456363,0.00006402527,0.000111782734,0.000012064516,0.000049062706,0.00008753606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979608,0.00009533719,0.000257292,0.00045069016,0.00065462943,0.0005812548],"domain_scores_gemma":[0.9978851,0.00021767057,0.0003619545,0.000604406,0.00075802254,0.0001728578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003281608,0.00023279083,0.0005855035,0.00008203904,0.00014195252,0.000018771445,0.00037520725,0.00004646156,0.000019545252],"category_scores_gemma":[0.00012901577,0.0001517828,0.00047091077,0.0015653097,0.0005753757,0.000114231305,0.00014377804,0.00026615078,0.000014220823],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020366167,0.00017883437,0.82257295,0.00016836287,0.00088743225,2.7199846e-7,0.0008787372,0.000038150556,0.0049611577,0.000055468678,0.00033475985,0.16788729],"study_design_scores_gemma":[0.0012760526,0.0021631343,0.9457513,0.00009963612,0.00015861889,0.0000035796957,0.0030610159,0.0006739786,0.04532728,0.00018064083,0.0009846195,0.00032011315],"about_ca_topic_score_codex":0.00008867841,"about_ca_topic_score_gemma":0.0000049717023,"teacher_disagreement_score":0.16756718,"about_ca_system_score_codex":0.00004769729,"about_ca_system_score_gemma":0.000053368138,"threshold_uncertainty_score":0.61895233},"labels":[],"label_agreement":null},{"id":"W2969084676","doi":"10.1016/j.apmr.2019.07.005","title":"Continuous Positive Airway Pressure Use for Obstructive Sleep Apnea in Acute, Traumatic Tetraplegia","year":2019,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GF Strong Rehabilitation Centre; University of British Columbia","funders":"National Health and Medical Research Council; Transport Accident Commission; ResMed; Rick Hansen Foundation","keywords":"Tetraplegia; Obstructive sleep apnea; Continuous positive airway pressure; Medicine; Airway; Sleep apnea; Anesthesia; Rehabilitation; Sleep (system call); Physical therapy; Spinal cord injury; Spinal cord","score_opus":0.009852711962617028,"score_gpt":0.29365648487720697,"score_spread":0.2838037729145899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969084676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937392,0.00012184836,0.0008115146,0.0017995875,0.00007221694,0.0023614564,0.000049584676,0.00001664321,0.00102798],"genre_scores_gemma":[0.99413735,0.0000058974574,0.0054426943,0.000041495998,0.00009830059,0.00008587243,0.0000458885,0.000023101786,0.000119403594],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985442,0.00013432422,0.00035228918,0.00039236888,0.0003166557,0.00026011854],"domain_scores_gemma":[0.9910849,0.008280036,0.00011605386,0.00024389537,0.00015047047,0.00012469997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014250983,0.0001807104,0.0006618732,0.00035399335,0.000032188145,0.0000058805185,0.00007663682,0.00005510905,0.000012708343],"category_scores_gemma":[0.0014765431,0.00013137766,0.0001507112,0.0002351556,0.000800816,0.00021418573,0.00003639664,0.0002371839,0.0000020633406],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005565053,0.0015041616,0.14461099,0.0039617103,0.0010646748,0.000010082554,0.103682585,0.00007121411,0.41802204,0.029429145,0.000050630497,0.2920277],"study_design_scores_gemma":[0.007350185,0.012352666,0.93112916,0.000831204,0.00035665568,0.000008906434,0.008767478,0.025268255,0.002421111,0.011256665,0.00007821368,0.00017951435],"about_ca_topic_score_codex":0.0000767059,"about_ca_topic_score_gemma":0.0000056685917,"teacher_disagreement_score":0.78651816,"about_ca_system_score_codex":0.000019460475,"about_ca_system_score_gemma":0.000018334084,"threshold_uncertainty_score":0.5357425},"labels":[],"label_agreement":null},{"id":"W2969331143","doi":"10.1136/thoraxjnl-2019-213533","title":"Association of novel measures of sleep disturbances with blood pressure: the Multi-Ethnic Study of Atherosclerosis","year":2019,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute","keywords":"Medicine; Polysomnography; Blood pressure; Body mass index; Diastole; Internal medicine; Cardiology; Sleep (system call); Physical therapy; Apnea","score_opus":0.06296216332110117,"score_gpt":0.31920513652121163,"score_spread":0.25624297320011047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969331143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99758613,0.0005874419,0.00011221,0.00008659979,0.000052386913,0.0012146059,0.000029955347,0.000010929036,0.0003197259],"genre_scores_gemma":[0.99889666,0.000013114659,0.00043181813,0.0000049444343,0.000022812917,0.000019649637,0.00000213901,0.000019297106,0.00058956177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981736,0.00015229925,0.00030102843,0.00019656218,0.0010048236,0.0001716828],"domain_scores_gemma":[0.9983203,0.0002562487,0.00039008603,0.00047520405,0.0005225831,0.000035578003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077594345,0.00011238847,0.00041741916,0.00006345258,0.000022663871,0.0000039618963,0.0002055526,0.00006270961,0.00004503688],"category_scores_gemma":[0.00026456572,0.00006549719,0.00006513333,0.00037638692,0.00010693406,0.000055876033,0.00006374892,0.00018528383,0.0000026018456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034567143,0.002493334,0.8020851,0.0001774123,0.0015663082,1.9656255e-7,0.0027370148,0.00009202345,0.18934436,0.00002872987,0.000006014726,0.0011238087],"study_design_scores_gemma":[0.0054170922,0.0015785124,0.9169158,0.0000786951,0.0011186354,7.149924e-7,0.0021698335,0.00047413056,0.072161324,0.0000029522253,0.000017748747,0.00006460994],"about_ca_topic_score_codex":0.00032315898,"about_ca_topic_score_gemma":0.00018810431,"teacher_disagreement_score":0.11718304,"about_ca_system_score_codex":0.000023498606,"about_ca_system_score_gemma":0.000026958538,"threshold_uncertainty_score":0.26708978},"labels":[],"label_agreement":null},{"id":"W2969553124","doi":"10.1113/jp277936","title":"Gestational intermittent hypoxia induces endothelial dysfunction, reduces perivascular adiponectin and causes epigenetic changes in adult male offspring","year":2019,"lang":"en","type":"article","venue":"The Journal of Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; Providence Health Care; BC Children's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; University of British Columbia","keywords":"Offspring; Adiponectin; Endocrinology; Internal medicine; Pregnancy; Insulin resistance; Medicine; Metabolic syndrome; Endothelial dysfunction; Adipose tissue; Hypoxia (environmental); Fetus; Biology; Insulin; Obesity","score_opus":0.017449623115869273,"score_gpt":0.2711244396674565,"score_spread":0.2536748165515872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969553124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99775267,0.00046297844,0.000008025924,0.0012209946,0.00028779634,0.00020506089,0.0000024608398,0.0000036915606,0.000056310575],"genre_scores_gemma":[0.99899733,0.0003649772,0.000118157855,0.00010718848,0.00031003696,0.000004678589,0.0000013210423,0.000013726329,0.000082609695],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99889207,0.0002598755,0.00026152897,0.00013175597,0.00024835957,0.00020638813],"domain_scores_gemma":[0.99909604,0.00025547305,0.00018287731,0.0001378712,0.00026247947,0.000065284155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004069015,0.000109021516,0.00029969777,0.0002135741,0.000043504322,0.000007796305,0.00012868753,0.000056333593,0.00029956936],"category_scores_gemma":[0.00023724978,0.00006958769,0.00005306438,0.00011175551,0.0001657005,0.00006993566,0.00007337575,0.0003806012,0.000018332032],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006034007,0.00006347543,0.010990543,0.00004710704,0.00014851494,0.000014423949,0.00093590264,0.00006099411,0.98224974,0.000037621212,0.000007855942,0.0048404075],"study_design_scores_gemma":[0.0016171627,0.00086967443,0.80835015,0.00008689785,0.00006516796,0.0008747252,0.0017305034,0.00012358019,0.18598409,0.00017461539,0.000053851163,0.00006957803],"about_ca_topic_score_codex":0.000051969622,"about_ca_topic_score_gemma":0.000033712022,"teacher_disagreement_score":0.7973596,"about_ca_system_score_codex":0.00006700728,"about_ca_system_score_gemma":0.000051779876,"threshold_uncertainty_score":0.32800746},"labels":[],"label_agreement":null},{"id":"W2969894042","doi":"10.1513/annalsats.201901-087oc","title":"A Randomized Controlled Trial of an Alternative Care Provider Clinic for Severe Sleep-disordered Breathing","year":2019,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Saskatchewan; Foothills Medical Centre","funders":"Canadian Institutes of Health Research; Health Research Board","keywords":"Medicine; Randomized controlled trial; Sleep disordered breathing; Intensive care medicine; Breathing; MEDLINE; Physical therapy; Emergency medicine; Obstructive sleep apnea; Internal medicine; Anesthesia","score_opus":0.066701520529451,"score_gpt":0.4359623437737702,"score_spread":0.3692608232443192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969894042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844776,0.0003287195,0.0002669027,0.0016249773,0.0002453496,0.012207085,0.0000657381,0.00002633333,0.0007572907],"genre_scores_gemma":[0.99511796,0.00008795185,0.0029869669,0.00061370665,0.00016829536,0.00049331464,0.000017189815,0.0000464267,0.00046820706],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99669343,0.0009654587,0.0008320248,0.0003989801,0.00073298294,0.0003771509],"domain_scores_gemma":[0.99426484,0.0021986049,0.0014904445,0.00075797085,0.001176968,0.00011119145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023267206,0.00024031119,0.0025352612,0.000059639155,0.00008445772,0.000014780691,0.0004104245,0.00008202334,0.00006250789],"category_scores_gemma":[0.001967918,0.0001462755,0.0025480874,0.0003620093,0.0009162424,0.00012934397,0.00013814372,0.00031091977,0.0000045585084],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95960164,0.00034814488,0.00068040186,0.00032930198,0.0024773187,5.7210167e-7,0.005685021,0.000025220621,0.0012495782,0.000030132502,0.00009078782,0.029481899],"study_design_scores_gemma":[0.9659637,0.0024632916,0.000446149,0.00012043885,0.00062086346,0.0000048761563,0.016909005,0.006261738,0.006393202,0.0005727239,0.00005870084,0.00018527797],"about_ca_topic_score_codex":0.00027060285,"about_ca_topic_score_gemma":0.0000036781012,"teacher_disagreement_score":0.02929662,"about_ca_system_score_codex":0.000045685654,"about_ca_system_score_gemma":0.00017594776,"threshold_uncertainty_score":0.5964942},"labels":[],"label_agreement":null},{"id":"W2970163902","doi":"10.1164/ajrccm-conference.2019.199.1_meetingabstracts.a1860","title":"The Association Between Obstructive Sleep Apnea and the Risk of Occupational Injuries: A Prospective Observational Cohort","year":2019,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Observational study; Medicine; Obstructive sleep apnea; Prospective cohort study; Association (psychology); Sleep apnea; Cohort study; Cohort; Emergency medicine; Physical therapy; Internal medicine; Psychology","score_opus":0.017687657948019683,"score_gpt":0.3010458134264934,"score_spread":0.2833581554784737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970163902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98880816,0.000065637614,0.0003836389,0.0011248367,0.000105157254,0.0018932606,0.00009533043,0.000021464182,0.007502511],"genre_scores_gemma":[0.9978932,0.000016885395,0.00053800514,0.000052983345,0.00014632648,0.00010201856,0.00004005508,0.000013807534,0.0011967159],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978504,0.00025179103,0.00035726893,0.0002655959,0.0010468283,0.00022808895],"domain_scores_gemma":[0.99471164,0.0035799243,0.00033782682,0.00028717768,0.0010235697,0.000059884023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015861375,0.0001309685,0.0003257798,0.00006067725,0.00025006346,0.000039590166,0.00013610494,0.00009723827,0.000116870695],"category_scores_gemma":[0.0023248023,0.000067863904,0.000104517436,0.00032807386,0.00043538673,0.00015575539,0.00011519346,0.00037773795,0.000032103046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001006373,0.000020300069,0.9609347,0.000013836007,0.0012400517,1.1568725e-7,0.00044636382,0.000003646841,0.00007145337,0.03445021,0.000038664537,0.0017742703],"study_design_scores_gemma":[0.002950111,0.000114828996,0.98767626,0.0000060760835,0.00023715362,0.000001396607,0.00068662956,0.0014192386,0.00074187986,0.005926031,0.00016837874,0.00007202696],"about_ca_topic_score_codex":0.00014230721,"about_ca_topic_score_gemma":0.00002018913,"teacher_disagreement_score":0.028524177,"about_ca_system_score_codex":0.0003049577,"about_ca_system_score_gemma":0.00008700146,"threshold_uncertainty_score":0.27831733},"labels":[],"label_agreement":null},{"id":"W2970394452","doi":"10.1213/ane.0000000000004350","title":"Point-of-Care Ultrasound for Obstructive Sleep Apnea Screening: Are We There Yet? A Systematic Review and Meta-analysis","year":2019,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; Mount Sinai Hospital; Toronto Western Hospital; McMaster University; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Perioperative; Meta-analysis; Systematic review; MEDLINE; Observational study; Population; Airway; Randomized controlled trial; Polysomnography; Cohort study; Sleep apnea; Intensive care medicine; Internal medicine; Apnea; Surgery","score_opus":0.09246520884920305,"score_gpt":0.36371564479103213,"score_spread":0.27125043594182907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970394452","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000063704697,0.9848761,0.0005335162,0.00064831675,0.000015988348,0.013551673,0.00020333882,0.000060264338,0.00010442086],"genre_scores_gemma":[0.00025727047,0.9943294,0.0018269093,0.00025547825,0.000051264156,0.001852084,0.00049647776,0.00024311662,0.0006880316],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99316037,0.0011776588,0.0022151966,0.0015073471,0.001163387,0.00077603594],"domain_scores_gemma":[0.9911499,0.002362448,0.0025616307,0.002329504,0.0012038465,0.0003926652],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0012031264,0.0013443931,0.020731159,0.0011112001,0.00015258184,0.00009342309,0.00078237633,0.00063307205,0.00039629845],"category_scores_gemma":[0.00071400026,0.0008826627,0.008379732,0.0023276026,0.00032312813,0.00018199575,0.00009865593,0.0007577007,0.000051731633],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028644394,0.00004951686,0.000050105493,0.7866636,0.20715094,0.00012187306,0.000102759775,4.7022624e-7,1.6494249e-7,0.00037501048,0.000051506846,0.005405439],"study_design_scores_gemma":[0.00036623748,0.00029400614,0.00006119008,0.05314328,0.92446107,0.0012553785,0.000869724,0.000016149726,0.0000020724226,0.000031469455,0.01880112,0.00069833157],"about_ca_topic_score_codex":0.000026103226,"about_ca_topic_score_gemma":0.000009743366,"teacher_disagreement_score":0.73352027,"about_ca_system_score_codex":0.00020815215,"about_ca_system_score_gemma":0.00014593115,"threshold_uncertainty_score":0.99993074},"labels":[],"label_agreement":null},{"id":"W2971313382","doi":"10.1093/pch/pxz107","title":"Caregiver support and positive airway pressure therapy adherence among adolescents with obstructive sleep apnea","year":2019,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Positive airway pressure; Continuous positive airway pressure; Medical prescription; Pediatrics; Physical therapy; Internal medicine; Nursing","score_opus":0.009122323167985492,"score_gpt":0.2660047230323184,"score_spread":0.2568823998643329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971313382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869185,0.004112669,0.00017277795,0.0010549541,0.00032859642,0.0034453971,0.00016342866,0.000099883044,0.0037037854],"genre_scores_gemma":[0.9973249,0.0007101783,0.00033489923,0.0008892141,0.00035831047,0.00003523866,0.000072254355,0.00007899884,0.00019602386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99665713,0.00019857116,0.0003753577,0.00088516204,0.0009909311,0.0008928735],"domain_scores_gemma":[0.9978961,0.000088079876,0.00029291105,0.0005640802,0.0004465902,0.00071228534],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036939434,0.00038912808,0.0006603353,0.00029905146,0.0002474749,0.000046176385,0.00021327603,0.0001890288,0.00013521315],"category_scores_gemma":[0.000047646237,0.0003073702,0.00009687092,0.0006235491,0.00026609746,0.00026822163,0.00013441501,0.0010165904,0.000077189856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008346711,0.0002001323,0.9674331,0.00042690296,0.00017907904,0.000035576275,0.0034253886,0.0000073548235,0.000025559273,0.00012190577,0.00009789436,0.027212422],"study_design_scores_gemma":[0.005530789,0.0027177886,0.9894285,0.00016098589,0.000082662074,0.00008828718,0.0007802084,0.0002422491,0.00018557317,0.000021967327,0.00044627246,0.0003146824],"about_ca_topic_score_codex":0.0004935593,"about_ca_topic_score_gemma":0.000045371446,"teacher_disagreement_score":0.026897741,"about_ca_system_score_codex":0.00021972875,"about_ca_system_score_gemma":0.00025417833,"threshold_uncertainty_score":0.99993783},"labels":[],"label_agreement":null},{"id":"W2972005975","doi":"10.1002/ppul.24380","title":"Treatment and persistence/recurrence of sleep‐disordered breathing in children with Down syndrome","year":2019,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; University of Toronto; Institute for Clinical Evaluative Sciences; Children's Hospital of Eastern Ontario; Hospital for Sick Children; University of Ottawa","funders":"","keywords":"Medicine; Polysomnography; Retrospective cohort study; Continuous positive airway pressure; Obstructive sleep apnea; Pediatrics; Cohort; Central sleep apnea; Sleep study; Overlap syndrome; Apnea–hypopnea index; Body mass index; Apnea; Sleep apnea; Internal medicine; COPD","score_opus":0.011249307070246324,"score_gpt":0.24610836803346287,"score_spread":0.23485906096321654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972005975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966535,0.0016398459,0.000014537465,0.0002687152,0.00004550588,0.00077184424,0.000012270586,0.00001874646,0.00057506305],"genre_scores_gemma":[0.99892074,0.0004088557,0.00049529626,0.0000086073815,0.000031213447,0.00003366645,0.000015262747,0.000015066338,0.0000713222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878305,0.00005768464,0.00022426785,0.00041159947,0.0001612916,0.00036211178],"domain_scores_gemma":[0.99938047,0.00008255642,0.00009187266,0.0002894982,0.000059325943,0.00009626793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009408635,0.00016470453,0.00044583163,0.00043390552,0.000024228255,0.000005994951,0.00010403736,0.00011849318,0.000091110305],"category_scores_gemma":[0.000043003798,0.00012540448,0.00004340854,0.00044409872,0.0001258902,0.00007938411,0.00006705127,0.00020704513,0.000033443004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016728792,0.00021286424,0.9881766,0.000058608948,0.00008267529,0.000056707446,0.00029689673,0.0000064472424,0.00016945283,0.00004451612,6.388444e-7,0.010727338],"study_design_scores_gemma":[0.003195661,0.0022058578,0.9917745,0.000008899191,0.00012559917,0.0018815043,0.00022500088,0.00034351018,0.00007065115,0.00004263798,0.000007836172,0.00011832399],"about_ca_topic_score_codex":0.00035727624,"about_ca_topic_score_gemma":0.000018497793,"teacher_disagreement_score":0.010609013,"about_ca_system_score_codex":0.00012358512,"about_ca_system_score_gemma":0.00006792587,"threshold_uncertainty_score":0.5113846},"labels":[],"label_agreement":null},{"id":"W2972055527","doi":"10.1016/j.ortho.2019.08.023","title":"Pharyngeal dimensional changes in class II malocclusion treatment when using Forsus® or intermaxillary elastics – An exploratory study","year":2019,"lang":"sk","type":"article","venue":"International Orthodontics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Malocclusion; Medicine; Dentistry; Intraclass correlation; Orthodontics; Mouth breathing; Airway; Cephalometry; Breathing; Surgery; Anesthesia","score_opus":0.07701077305213444,"score_gpt":0.3709925816591158,"score_spread":0.29398180860698137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972055527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896786,0.00028229528,0.00033368298,0.0008991388,0.0057555987,0.002374756,0.00024465963,0.000059289738,0.00037194707],"genre_scores_gemma":[0.99202496,0.00013167142,0.0032234897,0.00027487168,0.001267158,0.000053700685,0.00028186367,0.00014877583,0.0025935078],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9944085,0.00061900314,0.0009877315,0.0011006986,0.0020365105,0.0008475404],"domain_scores_gemma":[0.9970718,0.00049641635,0.00038608434,0.00076830137,0.000845214,0.00043218522],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009441378,0.0006923226,0.00093613204,0.0010802756,0.00020722422,0.00012487693,0.0006247132,0.00031576806,0.0022607644],"category_scores_gemma":[0.00034196945,0.00058118586,0.00018723292,0.0003732863,0.00018278418,0.000641607,0.0012294315,0.00071323884,0.00016636855],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007931284,0.009837916,0.925185,0.00015049364,0.0017260623,0.0037195033,0.01585869,0.0013571115,0.013217881,0.00028967025,0.000074328025,0.020652011],"study_design_scores_gemma":[0.046193488,0.03935018,0.17846684,0.0019142426,0.0015658432,0.0007668396,0.033281602,0.6745834,0.0061345464,0.00018273664,0.0151154185,0.0024448726],"about_ca_topic_score_codex":0.00025346185,"about_ca_topic_score_gemma":0.0053894,"teacher_disagreement_score":0.7467182,"about_ca_system_score_codex":0.002764149,"about_ca_system_score_gemma":0.00047439506,"threshold_uncertainty_score":0.99966395},"labels":[],"label_agreement":null},{"id":"W2972198203","doi":"10.1016/j.ijporl.2019.109667","title":"Pharyngeal dysfunction associated with early and late onset sleep disordered breathing in children","year":2019,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta Hospital","funders":"","keywords":"Medicine; Sleep disordered breathing; Audiology; Sleep (system call); Breathing; Pediatrics; Cardiology; Anesthesia; Obstructive sleep apnea","score_opus":0.006727349145979972,"score_gpt":0.2515218973707572,"score_spread":0.24479454822477723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972198203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99807584,0.00031499387,0.00008033757,0.00047636882,0.00049575715,0.00030825604,0.000017588083,0.000014718894,0.0002161152],"genre_scores_gemma":[0.9989627,0.000105552484,0.0002002219,0.00010139925,0.0004791671,0.000003486664,0.000028174869,0.000024606343,0.00009469173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822503,0.00014692245,0.0004611787,0.0002279761,0.0006758832,0.00026299583],"domain_scores_gemma":[0.9986621,0.0002116358,0.00038548838,0.00010866106,0.0005038398,0.00012826256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048333866,0.0001563244,0.0003688081,0.0008632557,0.00002582238,0.000036730406,0.00021978513,0.00014758536,0.00015338685],"category_scores_gemma":[0.00028948573,0.00012777073,0.00007803482,0.00026166913,0.000061839215,0.00038384623,0.00008543627,0.0007156407,0.000021239004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009948127,0.0002259239,0.9955801,0.000008368705,0.00051916135,0.00030163344,0.00021926666,0.000026706804,0.0005206307,0.000026016545,0.000014998953,0.0015624153],"study_design_scores_gemma":[0.0072369985,0.0010558122,0.98936164,0.00002501807,0.00012702457,0.0015052259,0.000023399241,0.00039208506,0.00004567063,0.00010606171,0.000011873184,0.000109214954],"about_ca_topic_score_codex":0.00013677687,"about_ca_topic_score_gemma":0.00001958186,"teacher_disagreement_score":0.006242186,"about_ca_system_score_codex":0.00025284648,"about_ca_system_score_gemma":0.000095359654,"threshold_uncertainty_score":0.52103394},"labels":[],"label_agreement":null},{"id":"W2972212607","doi":"10.1016/j.amjoto.2019.102283","title":"Dissociation between objectively quantified snoring and sleep quality","year":2019,"lang":"en","type":"article","venue":"American Journal of Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"Johnson and Johnson; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Ontario Brain Institute","keywords":"Medicine; Polysomnography; Epworth Sleepiness Scale; Obstructive sleep apnea; Excessive daytime sleepiness; Sleep Stages; Apnea; Body mass index; Audiology; Sleep apnea; Physical therapy; Insomnia; Anesthesia; Internal medicine; Sleep disorder; Psychiatry","score_opus":0.02128871473747361,"score_gpt":0.33495717826000276,"score_spread":0.31366846352252914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972212607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997212,0.00011247798,0.0007701219,0.0010000413,0.00014420423,0.00020164889,0.0000034387112,0.0000103665125,0.00054569246],"genre_scores_gemma":[0.9981605,0.00001913046,0.0014777408,0.000099156474,0.00018772627,0.0000016788158,0.0000030520523,0.000017794866,0.000033263765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832577,0.00036210765,0.00047792416,0.00019397738,0.00036251137,0.0002777105],"domain_scores_gemma":[0.9981631,0.0005243032,0.00061367505,0.00016791503,0.00034073312,0.00019027514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009236305,0.00011728399,0.00070901384,0.0002552092,0.00004578828,0.0000136022645,0.00011078099,0.00006153331,0.00006947884],"category_scores_gemma":[0.0005212654,0.000099945195,0.00011262742,0.0002915246,0.00029833312,0.00015929798,0.00006067974,0.0005107933,0.000030595496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036005073,0.000042126143,0.94201064,0.000027545286,0.00034719208,0.000028283997,0.0003968366,8.9260584e-7,0.018306352,0.0003550982,0.0000024253989,0.03812255],"study_design_scores_gemma":[0.0013675626,0.001734902,0.99392027,0.00002073437,0.00009480789,0.00024000317,0.0007879105,0.000039286384,0.0014573814,0.00015672413,0.00008947851,0.0000909715],"about_ca_topic_score_codex":0.00017311364,"about_ca_topic_score_gemma":0.000006088003,"teacher_disagreement_score":0.05190959,"about_ca_system_score_codex":0.00014490933,"about_ca_system_score_gemma":0.00005836702,"threshold_uncertainty_score":0.40756467},"labels":[],"label_agreement":null},{"id":"W2972334984","doi":"10.1016/j.sleep.2019.08.021","title":"Cardiovascular consequences of obstructive sleep apnea in women: a historical cohort study","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; Sunnybrook Health Science Centre; University of Toronto; St. Michael's Hospital; Ottawa Hospital; University of Ottawa","funders":"Department of Family and Community Medicine, University of Toronto; Novartis Pharmaceuticals Canada; University of Toronto; Ontario Ministry of Health and Long-Term Care; National Heart, Lung, and Blood Institute; Institute for Clinical Evaluative Sciences; Canadian Thoracic Society; Canadian Lung Association; British Columbia Lung Association; Canadian Institutes of Health Research; AstraZeneca Canada","keywords":"Medicine; Obstructive sleep apnea; Cohort; Atrial fibrillation; Internal medicine; Sleep apnea; Cohort study; Stroke (engine); Oxygen saturation; Cardiology; Myocardial infarction; Heart failure; Proportional hazards model; Physical therapy","score_opus":0.01679666909788076,"score_gpt":0.27925215229594097,"score_spread":0.2624554831980602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972334984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874743,0.0024552643,0.00010841633,0.00068180397,0.0009168247,0.0030821692,0.0000046316895,0.00005129119,0.00522528],"genre_scores_gemma":[0.9988509,0.000031765863,0.00017865823,0.00011032294,0.00024240464,0.00023227095,0.000009440152,0.00004629141,0.00029795064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951084,0.0003644881,0.00087313517,0.00083712104,0.0021061196,0.0007106889],"domain_scores_gemma":[0.99754804,0.00027917553,0.00018126375,0.001160026,0.0004640311,0.0003674871],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020604795,0.00034604545,0.0018549056,0.00073631946,0.000041325406,0.000005104972,0.00032529284,0.00015788605,0.0010601975],"category_scores_gemma":[0.00092271005,0.00027085436,0.00022321181,0.0012255001,0.00063699787,0.000121705205,0.00014131964,0.0006718648,0.000078989164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088851876,0.0006599613,0.9672687,0.00021472752,0.0017235158,0.00044075274,0.004234219,0.000041072617,0.0065697483,0.00011445031,0.000045475237,0.01779884],"study_design_scores_gemma":[0.012763723,0.004143024,0.96426463,0.00014033915,0.0004789032,0.000137211,0.014470092,0.00034018682,0.0011266207,0.00022634138,0.0015894114,0.00031953145],"about_ca_topic_score_codex":0.0012599151,"about_ca_topic_score_gemma":0.000017286886,"teacher_disagreement_score":0.017479308,"about_ca_system_score_codex":0.0021476003,"about_ca_system_score_gemma":0.000083496685,"threshold_uncertainty_score":0.99997437},"labels":[],"label_agreement":null},{"id":"W2972507493","doi":"10.1136/bmjopen-2018-028242","title":"Drug-induced sleep endoscopy compared with systematic adenotonsillectomy in the management of obstructive sleep apnoea in children: a systematic review and meta-analysis protocol","year":2019,"lang":"en","type":"review","venue":"BMJ Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Université de Sherbrooke","keywords":"Medicine; Adenoidectomy; Tonsillectomy; Systematic review; MEDLINE; Data extraction; Psychological intervention; CINAHL; Observational study; Otorhinolaryngology; Protocol (science); Meta-analysis; Intensive care medicine; Obstructive sleep apnea; Randomized controlled trial; Clinical trial; Alternative medicine; Surgery; Pathology; Psychiatry; Internal medicine","score_opus":0.14463789486662917,"score_gpt":0.4496770503202887,"score_spread":0.30503915545365956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972507493","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008995155,0.4602024,0.0000058043297,0.0000506495,0.0000064627457,0.5390048,0.00003879885,0.000008382376,0.0006737316],"genre_scores_gemma":[0.000440497,0.063398205,0.0008857385,0.000091237,0.000010003893,0.9347776,0.00008893667,0.00010871991,0.00019907186],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98689854,0.0056015626,0.0037594023,0.0012537112,0.0018694894,0.0006173154],"domain_scores_gemma":[0.9924301,0.0008069646,0.0029042757,0.0034053263,0.00030339527,0.00014992889],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.006425214,0.001051393,0.022358637,0.0013246997,0.0000681492,0.00017781663,0.0021301007,0.00019392277,0.00015306818],"category_scores_gemma":[0.00025768037,0.0005147244,0.0014965289,0.0048776134,0.00014091906,0.00021288058,0.0009238484,0.000813998,0.000046038673],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007273373,0.00018912647,0.000105907384,0.82313305,0.17595297,0.000093741764,0.00021879081,0.0000016000582,4.7786536e-8,0.00009147756,0.0000041864096,0.00013635604],"study_design_scores_gemma":[0.0020038604,0.00014015815,0.0001518296,0.4042391,0.5921919,0.00028774,0.0005135407,0.00003627935,8.3095443e-7,0.000004263481,0.000033010732,0.00039754985],"about_ca_topic_score_codex":0.0002494363,"about_ca_topic_score_gemma":0.00013470209,"teacher_disagreement_score":0.41889396,"about_ca_system_score_codex":0.0004576754,"about_ca_system_score_gemma":0.00019433378,"threshold_uncertainty_score":0.9997304},"labels":[],"label_agreement":null},{"id":"W2973568481","doi":"10.4103/prcm.prcm_7_19","title":"McGill oximetry score to predict risk of obstructive sleep apnea in pediatric patients","year":2019,"lang":"en","type":"article","venue":"Pediatric Respirology and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Predictive value; Nadir; Apnea; Sleep apnea; Apnea–hypopnea index; Internal medicine; Physical therapy","score_opus":0.012076848320032684,"score_gpt":0.2955623060109436,"score_spread":0.2834854576909109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973568481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992226,0.0028541002,0.00007816171,0.0008019596,0.00062256434,0.0011189149,0.00013292403,0.00003595487,0.002129401],"genre_scores_gemma":[0.99812704,0.00018228208,0.00033113328,0.00044958765,0.00076951075,0.00004820985,0.00003553903,0.000040457162,0.000016264004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99635315,0.0003649153,0.00081364764,0.00084355334,0.00087585446,0.0007488862],"domain_scores_gemma":[0.9962821,0.0016299757,0.00013053199,0.00052140065,0.00081589597,0.0006200814],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006092295,0.00033468998,0.0009872749,0.0012675582,0.00008502361,0.0000039301785,0.00022491424,0.0003948948,0.00032799185],"category_scores_gemma":[0.0079754405,0.00026800294,0.00010131396,0.0013687419,0.00046101442,0.00010608026,0.00026323248,0.0009824522,0.000055521632],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012458774,0.00018213865,0.9852919,0.0010786173,0.00002903647,0.00006127893,0.00040665147,0.0000043635264,0.00007171701,0.00038616243,0.000048955524,0.011193278],"study_design_scores_gemma":[0.005478322,0.0055504967,0.98670626,0.000019848732,0.00064349215,0.000017282035,0.0006960605,0.00010042164,0.00008344773,0.00040311713,0.0000967685,0.00020448855],"about_ca_topic_score_codex":0.000089064495,"about_ca_topic_score_gemma":0.0000130923445,"teacher_disagreement_score":0.010988791,"about_ca_system_score_codex":0.00012335688,"about_ca_system_score_gemma":0.000042042742,"threshold_uncertainty_score":0.99997723},"labels":[],"label_agreement":null},{"id":"W2974089009","doi":"10.1016/j.cjca.2019.09.005","title":"Asleep at the Switch? Are We Failing to Recognize Obstructive Sleep Apnea in Patients with Atrial Fibrillation and Heart Failure?","year":2019,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Atrial fibrillation; Obstructive sleep apnea; Heart failure; Cardiology; Sleep apnea; Internal medicine; Apnea","score_opus":0.01467068478007773,"score_gpt":0.2424622830827091,"score_spread":0.22779159830263135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974089009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62619734,0.00085533736,0.00014041027,0.36943784,0.0015222714,0.0014202932,0.00017245808,0.000004980667,0.00024907014],"genre_scores_gemma":[0.9556939,0.000022444978,0.0005455765,0.02857629,0.014685887,0.0000056184963,0.00014695017,0.00014853373,0.00017477351],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713564,0.0005091446,0.00059066364,0.00046502685,0.00053749967,0.00076205324],"domain_scores_gemma":[0.9972552,0.00055535644,0.00042129052,0.00042928805,0.0008805177,0.00045834517],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004981462,0.00035892936,0.0013161484,0.0009868772,0.00013242257,0.00004879327,0.0002226133,0.00072615116,0.000053592717],"category_scores_gemma":[0.0007385182,0.0002501939,0.0003046467,0.0003515992,0.00029172938,0.00011273766,0.00006576956,0.0022903744,0.00003304581],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085551944,5.3131623e-7,0.87650794,0.00008894818,0.00087814813,0.00047079634,0.00029684682,0.0013972963,0.000014476257,0.0000010457502,0.11193199,0.0075564412],"study_design_scores_gemma":[0.0034295283,0.00088278914,0.37739944,0.00021670565,0.00028964144,0.0007900431,0.00027314902,0.000017569695,0.000011437605,0.000036223264,0.61636674,0.00028673525],"about_ca_topic_score_codex":0.00042230095,"about_ca_topic_score_gemma":0.0031098085,"teacher_disagreement_score":0.50443476,"about_ca_system_score_codex":0.0012669988,"about_ca_system_score_gemma":0.00055577693,"threshold_uncertainty_score":0.99999505},"labels":[],"label_agreement":null},{"id":"W2974246534","doi":"10.1016/j.chest.2019.09.004","title":"Sleep Apnea and Chronic Kidney Disease","year":2019,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine; Kidney disease; Sleep apnea; Population; Internal medicine; Disease; Obstructive sleep apnea; Renal function; Renal replacement therapy; Intensive care medicine","score_opus":0.057178034732325286,"score_gpt":0.36387534202300187,"score_spread":0.30669730729067657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974246534","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013097408,0.99677277,0.00012217993,0.00036388543,0.0006614028,0.0007948071,0.000048806047,0.000023181268,0.001199901],"genre_scores_gemma":[0.000056237837,0.9958418,0.00018223343,0.0000833319,0.0025709395,0.000023666127,0.000079367164,0.00011590371,0.0010465278],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975892,0.00016970951,0.00056662754,0.00044030268,0.00064755254,0.0005866266],"domain_scores_gemma":[0.99675906,0.00012660642,0.00032597603,0.0005353934,0.00016887591,0.002084082],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043572133,0.0004463285,0.0016222538,0.00040052435,0.00014107871,0.00014212893,0.0002838815,0.00025816896,0.00096879626],"category_scores_gemma":[0.0006612211,0.0003162921,0.0006016036,0.00026342706,0.00021074674,0.00012591737,0.00019694351,0.0021272711,0.00066418014],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026859825,0.000056652887,0.00015509289,0.0573877,0.00044411502,0.00061551324,0.000013524576,5.1693423e-8,0.0000024490482,0.000027372273,0.0007650672,0.9405056],"study_design_scores_gemma":[0.0010716614,0.00016904365,0.00021074896,0.0081228055,0.0024651058,0.0030738018,0.0000076272563,0.00006783615,0.0000011614158,0.000025431122,0.9845058,0.00027897517],"about_ca_topic_score_codex":7.229386e-7,"about_ca_topic_score_gemma":1.4046512e-7,"teacher_disagreement_score":0.98374075,"about_ca_system_score_codex":0.000796888,"about_ca_system_score_gemma":0.0012673358,"threshold_uncertainty_score":0.99994445},"labels":[],"label_agreement":null},{"id":"W2974340453","doi":"10.14341/omet9737","title":"Predictors of visceral obesity in normal weight obstructive sleep apnea patients","year":2019,"lang":"en","type":"article","venue":"Obesity and metabolism","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vétoquinol (Canada)","funders":"","keywords":"Obstructive sleep apnea; Obesity; Medicine; Normal weight; Internal medicine; Cardiology; Sleep apnea; Overweight","score_opus":0.005816457056706785,"score_gpt":0.22892947960377785,"score_spread":0.22311302254707108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974340453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939547,0.00036005984,0.000026082598,0.000045567147,0.00060893205,0.0007551753,0.000051527077,0.000023279263,0.004174682],"genre_scores_gemma":[0.9990203,0.000045683835,0.00038288857,0.000045764325,0.00013480993,0.00001033154,0.00003402879,0.00002077788,0.0003054484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981138,0.00012649712,0.0003505955,0.00041213204,0.0005707587,0.00042619632],"domain_scores_gemma":[0.9990115,0.00006603437,0.000116516734,0.00033750094,0.0002410035,0.00022745042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002675926,0.00021484346,0.00062148005,0.00029106115,0.000054980414,0.000012536712,0.00014163289,0.00017260837,0.00028850668],"category_scores_gemma":[0.0001145986,0.00018884588,0.000109164015,0.00034743478,0.00020294359,0.0002980678,0.00019709143,0.00042098443,0.000047597066],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029362127,0.0005521658,0.988612,0.00014421574,0.00011198888,0.000008194823,0.0007112467,0.0000021659619,0.0024225777,0.0011811344,0.000011531126,0.0059491405],"study_design_scores_gemma":[0.0044590896,0.00014085716,0.98376507,0.000026085692,0.000096421834,0.0000064666874,0.00013259359,0.00023496564,0.009777749,0.00016158678,0.0010403524,0.00015876968],"about_ca_topic_score_codex":0.00019194257,"about_ca_topic_score_gemma":0.000023468685,"teacher_disagreement_score":0.007355171,"about_ca_system_score_codex":0.00006161562,"about_ca_system_score_gemma":0.000034119148,"threshold_uncertainty_score":0.7700912},"labels":[],"label_agreement":null},{"id":"W2977493967","doi":"10.1513/annalsats.201907-507ed","title":"The Challenge of Screening for Obstructive Sleep Apnea in Pregnancy","year":2019,"lang":"en","type":"letter","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute","keywords":"Medicine; Obstructive sleep apnea; Pregnancy; Obstetrics; Sleep (system call); Sleep apnea; Sleep apnea syndromes; Intensive care medicine; Polysomnography; Apnea; Internal medicine","score_opus":0.11063056285575776,"score_gpt":0.4068496390229011,"score_spread":0.2962190761671434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977493967","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033329774,0.0064322804,0.0009803207,0.9518786,0.0005263613,0.004980825,0.00046884036,0.000041740237,0.0013612806],"genre_scores_gemma":[0.67764145,0.0055191754,0.015679175,0.28996983,0.0043490077,0.0013959716,0.0002758372,0.0008043187,0.0043652314],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963654,0.00039987074,0.00072657136,0.0005988507,0.0010736946,0.00083556003],"domain_scores_gemma":[0.9939102,0.0020657638,0.0015723406,0.0015771859,0.00082101976,0.000053512544],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00086189836,0.00040817878,0.001277351,0.000097698095,0.00015482136,0.000016993774,0.0010859494,0.0003425325,0.0000120882605],"category_scores_gemma":[0.00074355,0.00025051247,0.0015271081,0.00080465816,0.0020807527,0.00007842487,0.00042424037,0.002068008,0.0000035006158],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012532577,0.0002194668,0.011266852,0.003594703,0.003835648,0.000017468297,0.0037362475,0.000030206349,0.00073444383,0.00010514012,0.16244453,0.812762],"study_design_scores_gemma":[0.010601977,0.010874291,0.23716348,0.017219454,0.0035094228,0.00012363464,0.04145959,0.016248498,0.06516057,0.015226163,0.57741654,0.004996343],"about_ca_topic_score_codex":0.00015697045,"about_ca_topic_score_gemma":0.000005772558,"teacher_disagreement_score":0.8077657,"about_ca_system_score_codex":0.000080984064,"about_ca_system_score_gemma":0.00011997368,"threshold_uncertainty_score":0.9999947},"labels":[],"label_agreement":null},{"id":"W2977876001","doi":"10.1183/23120541.sleepandbreathing-2019.p147","title":"Serum levels of brain derived neurotrophic factor (BDNF) in severe obstructive sleep apnea syndrome (OSAS): Effects of CPAP treatment","year":2019,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Brain-derived neurotrophic factor; Obstructive sleep apnea; Internal medicine; Neurotrophic factors; Neurocognitive; Hypoxia (environmental); Intermittent hypoxia; Montreal Cognitive Assessment; Sleep apnea; Endocrinology; Anesthesia; Cardiology; Cognition; Cognitive impairment; Psychiatry; Receptor","score_opus":0.01806695220482235,"score_gpt":0.2780626715415902,"score_spread":0.25999571933676785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977876001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947518,0.000093883784,0.000096201635,0.00035385886,0.00022973934,0.0027123115,0.00013110544,0.00004296138,0.0015881003],"genre_scores_gemma":[0.998384,0.0000055379887,0.0006591685,0.0000853871,0.000021958325,0.000049965452,0.000008863316,0.00006226885,0.0007228804],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99727243,0.00027122567,0.00057783455,0.0006047025,0.00068360986,0.00059020764],"domain_scores_gemma":[0.99784327,0.00076464325,0.00020298136,0.00074323587,0.00021953046,0.00022631742],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011286366,0.00038089848,0.0010966604,0.00049503485,0.000024740326,0.000008746336,0.00022254488,0.00020007756,0.0013298255],"category_scores_gemma":[0.00031318027,0.0003023178,0.000239806,0.0005932578,0.00019798514,0.00017439948,0.00014810881,0.00031271268,0.00009953094],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000689473,0.0006748406,0.27285093,0.0013352027,0.0006107947,0.00045463248,0.0010086223,0.000047768455,0.6930271,0.00029367578,0.0000023533294,0.029004628],"study_design_scores_gemma":[0.006671976,0.0027095275,0.7295951,0.00010102348,0.000051873816,0.00015193873,0.00020795828,0.00038762105,0.259852,0.00008361176,0.000007182799,0.00018013032],"about_ca_topic_score_codex":0.0002537475,"about_ca_topic_score_gemma":0.000048781483,"teacher_disagreement_score":0.4567442,"about_ca_system_score_codex":0.00038433154,"about_ca_system_score_gemma":0.000097156,"threshold_uncertainty_score":0.9999429},"labels":[],"label_agreement":null},{"id":"W2978743565","doi":"10.1513/annalsats.201903-218oc","title":"Obstructive Sleep Apnea Awareness among Primary Care Physicians in Africa","year":2019,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Kenya; Interquartile range; Referral; Family medicine; Obstructive sleep apnea; Pediatrics; Cross-sectional study; Primary care; Internal medicine","score_opus":0.049058741133780136,"score_gpt":0.3643214287434929,"score_spread":0.31526268760971277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978743565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99340016,0.00041983035,0.00007238362,0.0008330517,0.00014935996,0.00078037794,0.00004787119,0.000040829258,0.0042561535],"genre_scores_gemma":[0.9981644,0.000047447127,0.0006623567,0.0007118644,0.000086314205,0.00003915598,0.000017909319,0.00005160867,0.00021891517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975579,0.00023285861,0.00033703508,0.00047769045,0.0007778785,0.0006166388],"domain_scores_gemma":[0.9978626,0.00020183327,0.00042825617,0.0009350527,0.0004699642,0.00010231257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030229025,0.00024975487,0.00075276726,0.000079660706,0.00009165729,0.0000147772125,0.0004994736,0.0000803763,0.000026236192],"category_scores_gemma":[0.00008035964,0.00019264608,0.0006379162,0.0015108262,0.0012169698,0.00016040493,0.0003380404,0.00056283973,0.00002391048],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027888877,0.00017059433,0.8352043,0.000408753,0.00031250768,0.000005146434,0.009548498,0.000096468284,0.0099609075,0.000022178865,0.0002011281,0.14379063],"study_design_scores_gemma":[0.0004334094,0.00022496327,0.951516,0.00014943405,0.000056554818,0.0000036699146,0.026649667,0.0006732607,0.019760482,0.00009800104,0.00022629215,0.00020828245],"about_ca_topic_score_codex":0.00040898533,"about_ca_topic_score_gemma":0.000012950067,"teacher_disagreement_score":0.14358236,"about_ca_system_score_codex":0.0001956179,"about_ca_system_score_gemma":0.000107143074,"threshold_uncertainty_score":0.78558797},"labels":[],"label_agreement":null},{"id":"W2979294554","doi":"10.1111/ors.12451","title":"Sleep disturbances in temporomandibular disorders: a narrative review","year":2019,"lang":"en","type":"review","venue":"Oral Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleep (system call); Insomnia; Sleep medicine; Sleep Bruxism; Sleep disorder; Narrative review; Physical therapy; Psychiatry; Intensive care medicine; Electromyography","score_opus":0.07352401028565045,"score_gpt":0.38900440544033493,"score_spread":0.3154803951546845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979294554","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000035771864,0.99429315,0.000003783643,0.00040754178,0.00050144846,0.0030039828,0.000036285972,0.000048118825,0.0016699363],"genre_scores_gemma":[0.00006462772,0.9977622,0.000041469797,0.00010335938,0.00015697513,0.00046263187,0.00056855485,0.00009960095,0.00074056536],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99598074,0.0006497058,0.0011228946,0.0008373218,0.0007445163,0.00066485023],"domain_scores_gemma":[0.9976203,0.00083570584,0.00044266507,0.00080735027,0.000094256924,0.00019976239],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012153038,0.00062228896,0.0051981546,0.0005330244,0.00005172582,0.000028953653,0.0002440862,0.00032807305,0.00077502656],"category_scores_gemma":[0.0008915343,0.00044350134,0.0012270466,0.0013855444,0.00017491977,0.00017230284,0.00015117663,0.0009917475,0.0006183816],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019520809,0.0001348152,0.0031877544,0.14786969,0.00025306968,0.00016727652,0.00003445647,1.8177388e-8,6.272163e-8,0.000012785319,0.0048751747,0.84344536],"study_design_scores_gemma":[0.00018106916,0.000052614647,0.00025101332,0.0983195,0.00056598673,0.00004761833,0.00003198805,0.0000021635067,1.3615013e-7,0.00001821887,0.9001389,0.00039078604],"about_ca_topic_score_codex":0.000078122896,"about_ca_topic_score_gemma":0.00005261136,"teacher_disagreement_score":0.89526373,"about_ca_system_score_codex":0.0004268471,"about_ca_system_score_gemma":0.00030248245,"threshold_uncertainty_score":0.9998017},"labels":[],"label_agreement":null},{"id":"W2979299006","doi":"10.1109/embc.2019.8857711","title":"Non-contact Apnea-Hypopnea Index Estimation using Near Infrared Video","year":2019,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Apnea; Hypopnea; Sleep apnea; Standard deviation; Gold standard (test); Medicine; Apnea–hypopnea index; Breathing; Anesthesia; Audiology; Polysomnography; Statistics; Mathematics; Internal medicine","score_opus":0.019294024918643408,"score_gpt":0.30722023082451816,"score_spread":0.28792620590587475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979299006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9506569,0.000020744334,0.016699478,0.00019369474,0.00022220818,0.000949214,0.0000029630412,0.00009514909,0.031159662],"genre_scores_gemma":[0.9841063,7.847056e-7,0.013706207,0.00025767725,0.00009125295,0.000010603097,0.00002469659,0.000043040305,0.0017594633],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99831116,0.000033436092,0.00029057794,0.00035735252,0.00059572415,0.00041173564],"domain_scores_gemma":[0.99888057,0.00008236685,0.00007483331,0.000535293,0.00021908614,0.0002078608],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024467346,0.00018099466,0.00033190128,0.0002012645,0.00008703326,0.00008229649,0.0001281671,0.0001445203,0.002568311],"category_scores_gemma":[0.00016441269,0.00015581724,0.000098288205,0.0003992256,0.00006334696,0.00036369587,0.00011081669,0.00033213556,0.0014000341],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007765444,0.00026528694,0.78130126,0.00035764198,0.00031056537,0.00008217185,0.00066340924,0.001157411,0.16045523,0.00045668523,0.00054380944,0.053629972],"study_design_scores_gemma":[0.0028433506,0.00025738045,0.2096828,0.00004709007,0.000041678133,0.00005988166,0.00021724528,0.7733886,0.012641057,0.00014170737,0.0004902957,0.00018889153],"about_ca_topic_score_codex":0.00026473321,"about_ca_topic_score_gemma":0.0000045912875,"teacher_disagreement_score":0.7722312,"about_ca_system_score_codex":0.00025282282,"about_ca_system_score_gemma":0.00012923157,"threshold_uncertainty_score":0.9993775},"labels":[],"label_agreement":null},{"id":"W2979491055","doi":"10.2147/nss.s197375","title":"&lt;p&gt;Impact Of Spinal Cord Injury On Sleep: Current Perspectives&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Office of Research and Development; U.S. Department of Veterans Affairs; U.S. Department of Defense","keywords":"Medicine; Spinal cord injury; Sleep (system call); Spinal cord; Internal medicine; Anesthesia; Psychiatry","score_opus":0.015086459953849189,"score_gpt":0.360054534586064,"score_spread":0.34496807463221485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979491055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98699147,0.0035189604,0.000014666715,0.00025999267,0.00039414928,0.00049248536,0.000028213777,0.000016884276,0.008283184],"genre_scores_gemma":[0.99937665,0.00010500886,0.00027367537,0.00002713878,0.0001193782,0.0000038044616,0.0000028872987,0.000014407019,0.000077067685],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99698436,0.000040395633,0.00027635865,0.00061423215,0.0015884802,0.00049619825],"domain_scores_gemma":[0.99809647,0.0000698642,0.00016689261,0.00053259375,0.00083067705,0.00030350345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007373064,0.00021836338,0.0004645903,0.0006797981,0.0001002446,0.00002756772,0.00039204088,0.00018312976,0.0002263173],"category_scores_gemma":[0.0004968539,0.00015667082,0.00017419917,0.0012914261,0.0012440337,0.00028693114,0.00016464962,0.00084797404,0.000032700293],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044380683,0.00063908147,0.030737365,0.00019467842,0.00010789919,0.000012078937,0.00055160315,0.000009844473,0.7406032,0.016254695,0.00022295017,0.20622854],"study_design_scores_gemma":[0.0026524533,0.017410269,0.9039904,0.00036288184,0.000089567904,0.00004988245,0.0004863212,0.002296106,0.07085449,0.0005545001,0.0008843639,0.00036880263],"about_ca_topic_score_codex":0.000008528895,"about_ca_topic_score_gemma":0.0000017698591,"teacher_disagreement_score":0.873253,"about_ca_system_score_codex":0.00026347867,"about_ca_system_score_gemma":0.00020508475,"threshold_uncertainty_score":0.6388851},"labels":[],"label_agreement":null},{"id":"W2979679267","doi":"10.1109/embc.2019.8857524","title":"Sleep Apnea Severity Estimation from Respiratory Related Movements Using Deep Learning","year":2019,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Polysomnography; Gold standard (test); Apnea; Sleep apnea; Medicine; Sleep (system call); Accelerometer; Breathing; Hypopnea; Actigraphy; Respiratory system; Cardiorespiratory fitness; Physical medicine and rehabilitation; Physical therapy; Cardiology; Computer science; Internal medicine; Anesthesia","score_opus":0.02320417100789127,"score_gpt":0.3058456098138863,"score_spread":0.282641438805995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979679267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769681,0.000078688085,0.010345451,0.000052317027,0.00020070351,0.0005250377,0.0000022556308,0.00014200604,0.011685438],"genre_scores_gemma":[0.9907069,7.4184646e-7,0.008210451,0.00021100717,0.000048021993,0.00000518767,0.00004816043,0.000037846912,0.00073166256],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99825275,0.00013894572,0.00031122883,0.00039128284,0.000582676,0.0003231354],"domain_scores_gemma":[0.9991433,0.000078386016,0.00009961319,0.00035806937,0.000166541,0.00015406363],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033180707,0.0001539669,0.00025753857,0.00016453868,0.00010111142,0.00003135352,0.00009700787,0.00015149264,0.003695274],"category_scores_gemma":[0.00027137433,0.00014431428,0.00007116953,0.00030546647,0.000054142718,0.00026044124,0.000121573794,0.00052034925,0.0010400849],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002316742,0.00013938316,0.6962193,0.00006786686,0.00030465994,0.00004169833,0.0004974228,0.0042861295,0.17936628,0.00015135184,0.000007807102,0.11868638],"study_design_scores_gemma":[0.0020841951,0.00014491346,0.19324347,0.00002474701,0.000042978914,0.0000051567445,0.0003722284,0.79400516,0.009434147,0.00022641418,0.00025930765,0.00015730431],"about_ca_topic_score_codex":0.00025425942,"about_ca_topic_score_gemma":0.0000056760246,"teacher_disagreement_score":0.789719,"about_ca_system_score_codex":0.00030202372,"about_ca_system_score_gemma":0.000022406177,"threshold_uncertainty_score":0.99973774},"labels":[],"label_agreement":null},{"id":"W2979951488","doi":"10.1016/j.cjca.2019.07.062","title":"BENEFITS OF SLEEP APNEA SCREENING FOR RAPID ASSESSMENT AND MANAGEMENT OF DISEASE PROCESSES IN CARDIOVASCULAR PATIENTS","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Lakeridge Health","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Sleep study; Apnea; Atrial fibrillation; Coronary artery disease; Nasal cannula; Cardiology; Apnea–hypopnea index; Internal medicine; Sleep (system call); Polysomnography; Intensive care medicine; Physical therapy; Cannula; Surgery","score_opus":0.021292946750006595,"score_gpt":0.27713285468420357,"score_spread":0.255839907934197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979951488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99082094,0.0047990875,0.002511796,0.00012468192,0.00016370522,0.000777785,0.00007118244,0.0000010494442,0.0007297475],"genre_scores_gemma":[0.9982889,0.00015532188,0.0014199362,0.000014129282,0.00007674948,0.00001199921,0.000012139617,0.000015165389,0.0000056327685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880826,0.000085572196,0.00039758076,0.00016057538,0.00027242283,0.00027559145],"domain_scores_gemma":[0.99845487,0.00007774349,0.00015906818,0.00021156004,0.00070132466,0.00039544556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005690617,0.000101991274,0.00070294354,0.00046380924,0.000020187887,0.0000044897365,0.000119442186,0.000057451176,0.000008262989],"category_scores_gemma":[0.00012396488,0.00009173115,0.00022170004,0.00019421663,0.0001164134,0.00006852607,0.000026080832,0.00013809733,2.7760876e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032821606,0.00000983116,0.90785676,0.001465323,0.0015214891,0.000037484522,0.00006375269,0.005267759,0.000019225565,0.00016116763,0.000021731985,0.083247244],"study_design_scores_gemma":[0.004017644,0.00068803184,0.9924055,0.00024054071,0.00036902374,0.00001859483,0.00024499386,0.00010130594,0.000096260475,0.000037022503,0.001706154,0.00007497518],"about_ca_topic_score_codex":0.00010038437,"about_ca_topic_score_gemma":0.000055420423,"teacher_disagreement_score":0.084548675,"about_ca_system_score_codex":0.0001180851,"about_ca_system_score_gemma":0.00030151178,"threshold_uncertainty_score":0.37406877},"labels":[],"label_agreement":null},{"id":"W2979963301","doi":"10.1109/embc.2019.8856754","title":"Diagnosis of Obstructive Sleep Apnea during Wakefulness Using Upper Airway Negative Pressure and Machine Learning","year":2019,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto; Toronto General Hospital; Toronto Metropolitan University; University Health Network; Toronto Rehabilitation Institute","funders":"","keywords":"Wakefulness; Obstructive sleep apnea; Polysomnography; Medicine; Apnea; Sleep apnea; Airway; Continuous positive airway pressure; Random forest; Machine learning; Artificial intelligence; Computer science; Physical medicine and rehabilitation; Electroencephalography; Anesthesia","score_opus":0.016745374398032805,"score_gpt":0.27069169806938315,"score_spread":0.25394632367135034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979963301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954538,0.0006265403,0.00021596892,0.00012057899,0.0001172517,0.0008275357,0.000020519048,0.000055282162,0.0025625231],"genre_scores_gemma":[0.9967077,0.000017649252,0.002089151,0.00001596457,0.000067697176,0.000030510226,0.000007041623,0.00005385977,0.0010104675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980806,0.00014680272,0.00031884195,0.0005064392,0.00052567857,0.00042165432],"domain_scores_gemma":[0.9986884,0.00033761104,0.0001466337,0.00031592007,0.00032554704,0.00018591086],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001901105,0.00025148707,0.00055553205,0.00026787713,0.00012605984,0.000023590961,0.00011327643,0.00013642765,0.0018320758],"category_scores_gemma":[0.00037503568,0.00020783348,0.000104508086,0.00035911822,0.00023711738,0.0002845847,0.00027180012,0.0005647733,0.000023551751],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042721292,0.00009237437,0.9440168,0.0006035795,0.0005413916,0.000016765625,0.001158477,0.00046486148,0.040629786,0.00021925931,8.2130094e-7,0.011828634],"study_design_scores_gemma":[0.003458898,0.0002687743,0.5188278,0.000133951,0.00027503728,0.00008192814,0.0020230943,0.034624003,0.439861,0.000078732635,0.00009336335,0.0002734261],"about_ca_topic_score_codex":0.00042471872,"about_ca_topic_score_gemma":0.00001139705,"teacher_disagreement_score":0.42518905,"about_ca_system_score_codex":0.000071477494,"about_ca_system_score_gemma":0.00002141392,"threshold_uncertainty_score":0.99908036},"labels":[],"label_agreement":null},{"id":"W2980015801","doi":"10.1016/j.ijporl.2019.109723","title":"The impact of persistent pediatric obstructive sleep apnea on the Quality of Life of Patients’ families","year":2019,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Obstructive sleep apnea; Quality of life (healthcare); Epworth Sleepiness Scale; Pediatrics; Physical therapy; Apnea–hypopnea index; Comorbidity; Internal medicine; Severity of illness; Prospective cohort study; Polysomnography; Apnea","score_opus":0.023189966042281386,"score_gpt":0.3190237974431253,"score_spread":0.2958338314008439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980015801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964353,0.0008018409,0.00002206266,0.0003869067,0.0011644243,0.00043328336,0.00010861599,0.0000037611808,0.0006438227],"genre_scores_gemma":[0.9986733,0.00036881305,0.000068016416,0.00003372054,0.00079849566,0.000004020384,0.000007357274,0.000019081419,0.000027160153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99593866,0.00048387185,0.0014535842,0.00019175313,0.0016622043,0.0002699253],"domain_scores_gemma":[0.99116915,0.0025554874,0.0022635367,0.00037683628,0.00350126,0.00013373338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012580381,0.00020168252,0.0006649268,0.0006519062,0.000046804587,0.000011478513,0.0009056606,0.00013977978,0.00022814248],"category_scores_gemma":[0.0033248395,0.000109509485,0.0010802235,0.00042298337,0.00029212201,0.00013816879,0.00019230116,0.00062776904,0.000013228967],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029643166,0.0005565772,0.991441,0.00006576534,0.0015544686,0.000004789467,0.0005579336,0.00023096413,0.00071434496,0.0008215849,0.00015732953,0.0009309328],"study_design_scores_gemma":[0.002675081,0.0024099401,0.99319226,0.0000069661237,0.00021337546,0.00001908964,0.0006866296,0.00018896414,0.00033795682,0.00016604595,0.00002045213,0.000083236206],"about_ca_topic_score_codex":0.00016861214,"about_ca_topic_score_gemma":0.0000023559762,"teacher_disagreement_score":0.0047695152,"about_ca_system_score_codex":0.0002664806,"about_ca_system_score_gemma":0.00033225128,"threshold_uncertainty_score":0.4465667},"labels":[],"label_agreement":null},{"id":"W2980357151","doi":"10.1109/jtehm.2019.2946147","title":"Vision-Based Heart and Respiratory Rate Monitoring During Sleep – A Validation Study for the Population at Risk of Sleep Apnea","year":2019,"lang":"en","type":"article","venue":"IEEE Journal of Translational Engineering in Health and Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Muscular Dystrophy Canada; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"FedDev Ontario; Toronto Rehabilitation Institute","keywords":"Respiratory rate; Heart rate; Polysomnography; Medicine; Pulse oximetry; Apnea; Sleep apnea; Mean squared error; Heart rate variability; Respiratory system; Cardiology; Anesthesia; Statistics; Mathematics; Internal medicine; Blood pressure","score_opus":0.024411482343608484,"score_gpt":0.3376865885738468,"score_spread":0.31327510623023835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980357151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924093,0.001976438,0.0031398714,0.001233028,0.0003327867,0.00089818024,0.000003931498,0.0000054080456,0.0000010864052],"genre_scores_gemma":[0.9987623,0.00006203068,0.00080189196,0.000030159248,0.00031067408,0.000010599761,0.0000029114321,0.00001639925,0.0000030510157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984686,0.00009937169,0.000690116,0.00013204217,0.00043923542,0.00017064085],"domain_scores_gemma":[0.99808615,0.0012060733,0.00024869802,0.00010162913,0.00018223021,0.00017521562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020916304,0.00010849235,0.00037564585,0.00037459252,0.00007649581,0.000004566797,0.000041045445,0.00004300828,0.0000060593284],"category_scores_gemma":[0.0003552619,0.00007606118,0.00004487566,0.00017982458,0.000031686206,0.000098296136,0.0000049555006,0.0002659262,1.4174022e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014131049,0.000064554806,0.8695146,0.0010007409,0.000065477514,0.0000022408415,0.00057082035,0.10882338,0.016014425,0.000007540463,0.0000013889241,0.0025217126],"study_design_scores_gemma":[0.007979881,0.0018057645,0.9016192,0.00043660437,0.000054279615,0.00002002335,0.00014161845,0.08666153,0.0011898642,0.000009873881,0.000030701613,0.000050654355],"about_ca_topic_score_codex":0.00005673363,"about_ca_topic_score_gemma":0.000005371951,"teacher_disagreement_score":0.032104593,"about_ca_system_score_codex":0.00009616324,"about_ca_system_score_gemma":0.00005402712,"threshold_uncertainty_score":0.3101685},"labels":[],"label_agreement":null},{"id":"W2980369582","doi":"10.5664/jcsm.8004","title":"Effect of Varying Definitions of Hypopnea on the Calculation of the Apnea-Hypopnea Index May Depend Upon the Level of Sympathetic Activation: Results From a Patient With Posttraumatic Stress Disorder","year":2019,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Apnea–hypopnea index; Hypopnea; Posttraumatic stress; Obstructive sleep apnea; Index (typography); Sleep apnea; Apnea; Anesthesia; Internal medicine; Polysomnography; Psychiatry","score_opus":0.12771568368236744,"score_gpt":0.36966857975129314,"score_spread":0.2419528960689257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980369582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85800564,0.00020796059,0.0005303687,0.13796514,0.00058110064,0.0018438695,0.0003684732,0.0000041161866,0.0004933301],"genre_scores_gemma":[0.99325573,0.000076743214,0.000105195315,0.0053597623,0.000996137,0.000015849046,0.00010563838,0.00006541306,0.00001954658],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9886316,0.0026120741,0.004292664,0.00038556103,0.0037307914,0.00034731417],"domain_scores_gemma":[0.95934325,0.030549152,0.0070794052,0.001395152,0.0015223928,0.00011067251],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0043194117,0.0004655682,0.002410862,0.00034668375,0.00010207651,0.0000083940295,0.0008358281,0.0006149945,0.000109995075],"category_scores_gemma":[0.013426265,0.0001804389,0.0007785525,0.00068366877,0.0011696126,0.00009369283,0.00015809876,0.00397833,0.0000022125512],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.12110149,0.0114658475,0.31378222,0.015458877,0.031261455,0.0006999181,0.018596375,0.014087037,0.010234128,0.00071266806,0.033099897,0.42950007],"study_design_scores_gemma":[0.097651765,0.11254694,0.6179601,0.07084132,0.019730628,0.0006259654,0.0036110424,0.016077429,0.05406476,0.0019018481,0.0035416842,0.0014464979],"about_ca_topic_score_codex":0.0004301339,"about_ca_topic_score_gemma":0.000029023344,"teacher_disagreement_score":0.4280536,"about_ca_system_score_codex":0.00010677279,"about_ca_system_score_gemma":0.000239224,"threshold_uncertainty_score":0.9983195},"labels":[],"label_agreement":null},{"id":"W2980556641","doi":"10.1016/j.sleep.2019.10.002","title":"Predictors of in-laboratory polysomnography attendance in a cohort of patients with stroke or TIA","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre; Western University","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada; ResMed Foundation","keywords":"Medicine; Attendance; Logistic regression; Stroke (engine); Polysomnography; Cohort; Obstructive sleep apnea; Sleep apnea; Physical therapy; Cohort study; Population; Internal medicine; Demography; Apnea; Environmental health","score_opus":0.0063264857513543535,"score_gpt":0.2546373147728092,"score_spread":0.24831082902145485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980556641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99681026,0.00029601454,0.0000129882455,0.00013859558,0.00021036563,0.0013652125,0.000070994814,0.00001443317,0.0010811561],"genre_scores_gemma":[0.9995069,0.000023484583,0.00016804498,0.00006440602,0.000052638763,0.000026128342,0.000044160734,0.00003200655,0.00008226126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973575,0.000088545065,0.0006399669,0.0003706863,0.0011673988,0.00037592492],"domain_scores_gemma":[0.99849385,0.00014477108,0.00022828885,0.0005354028,0.00043795572,0.00015974478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048528146,0.00020250105,0.00082288566,0.00096310984,0.0000090018975,0.000001224265,0.00017634068,0.00010439724,0.00048167337],"category_scores_gemma":[0.00026344968,0.00013125161,0.000044469278,0.0015955761,0.0005144648,0.00010746033,0.000054470318,0.00038255096,0.000006801119],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027643817,0.00050535385,0.9895121,0.0004007159,0.00019581598,0.000029737314,0.00042282493,0.0000056019103,0.004983761,0.000024386354,0.00003325737,0.0011220771],"study_design_scores_gemma":[0.012882665,0.0027368339,0.9806555,0.00063518895,0.00008791812,0.0000014655578,0.0004541364,0.00008008499,0.0022720092,0.0000028615948,0.00008816959,0.00010318111],"about_ca_topic_score_codex":0.00020215663,"about_ca_topic_score_gemma":0.00016893703,"teacher_disagreement_score":0.010118282,"about_ca_system_score_codex":0.00011006784,"about_ca_system_score_gemma":0.00009637453,"threshold_uncertainty_score":0.5352285},"labels":[],"label_agreement":null},{"id":"W2980902155","doi":"10.1152/ajprenal.00290.2019","title":"Sex differences in renal hemodynamics and renin-angiotensin system activity post-CPAP therapy in humans with obstructive sleep apnea","year":2019,"lang":"en","type":"article","venue":"American Journal of Physiology-Renal Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Kidney Disease Network; University of Toronto; Libin Cardiovascular Institute of Alberta; Alberta Health; Foothills Medical Centre; University of Calgary; Western University","funders":"American Society of Nephrology","keywords":"Obstructive sleep apnea; Renin–angiotensin system; Medicine; Hemodynamics; Cardiology; Internal medicine; Sleep (system call); Sleep apnea; Plasma renin activity; Blood pressure; Computer science","score_opus":0.009382757710770885,"score_gpt":0.25503504983355596,"score_spread":0.24565229212278508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980902155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99873376,0.00010924675,0.000042142776,0.00036249965,0.00013459544,0.00049332075,0.000016403057,0.000018634726,0.00008942536],"genre_scores_gemma":[0.9987944,0.0000456698,0.00072060956,0.00014193279,0.00021252733,0.000013296037,0.000011220169,0.000046577967,0.0000137770285],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9966943,0.0008276271,0.00064857595,0.00068694516,0.00040232277,0.0007401923],"domain_scores_gemma":[0.9975724,0.0005032806,0.0008304483,0.00043709195,0.00043137392,0.00022538494],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003507204,0.00045218645,0.0019681717,0.0006789512,0.000065268134,0.000014342675,0.00033068343,0.00017531351,0.00004201009],"category_scores_gemma":[0.00006325628,0.00031374165,0.00019091312,0.0006676594,0.0015500536,0.00022737974,0.00013042607,0.0013624667,0.000008268284],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009424708,0.00028862667,0.09756928,0.000037247843,0.00040731064,0.00008146821,0.00072119676,0.00019618163,0.87343144,0.00010242868,0.0000018482897,0.017738286],"study_design_scores_gemma":[0.0044662254,0.009887285,0.972937,0.0001806367,0.000043485892,0.0003721895,0.0019075951,0.002029375,0.00766016,0.00021063555,0.0000034860616,0.0003019511],"about_ca_topic_score_codex":0.0004235934,"about_ca_topic_score_gemma":0.00006510869,"teacher_disagreement_score":0.8753677,"about_ca_system_score_codex":0.0003077695,"about_ca_system_score_gemma":0.00014834483,"threshold_uncertainty_score":0.99993145},"labels":[],"label_agreement":null},{"id":"W2981025713","doi":"10.1016/j.jalz.2019.06.4075","title":"P4‐403: ENHANCING COGNITION BY USING LOW‐COST IN‐HOME PORTABLE SLEEP EQUIPMENT: A FEASIBILITY STUDY","year":2019,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Heart and Stroke Foundation; Sunnybrook Health Science Centre; Ontario Brain Institute; Sunnybrook Hospital; Health Sciences Centre; University of Toronto","funders":"","keywords":"Polysomnography; Medicine; Dementia; Obstructive sleep apnea; Sleep apnea; Mood; Population; Cognition; Physical therapy; Pediatrics; Apnea; Psychiatry; Internal medicine","score_opus":0.04300494275888658,"score_gpt":0.3342844004627692,"score_spread":0.29127945770388264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981025713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871803,0.0065015536,0.00027558178,0.000059502614,0.0003793593,0.004088747,0.000022596867,0.0000614918,0.0014308764],"genre_scores_gemma":[0.9990769,0.000007212478,0.00041962028,0.00012796094,0.00007393454,0.000098751385,0.00011791205,0.00006174477,0.000015987524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965457,0.00019890975,0.0006805554,0.0008280729,0.00091552694,0.0008312569],"domain_scores_gemma":[0.9985831,0.00007799388,0.00016965522,0.0006793505,0.00024427054,0.00024566147],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010182625,0.0003121062,0.00052079756,0.00028101553,0.000121301426,0.00007065677,0.00020171815,0.00011707632,0.002381068],"category_scores_gemma":[0.00006421927,0.00031787975,0.00010924782,0.0005927023,0.00008170256,0.0004534267,0.0002555015,0.0004327908,0.00042781406],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041087953,0.0025566523,0.8132268,0.0000544027,0.0069977758,0.00008765335,0.00058545807,0.00001679519,0.16216049,0.000013508288,0.00005599567,0.013833589],"study_design_scores_gemma":[0.02440897,0.0017552432,0.5879216,0.0003071434,0.027985692,0.000067066125,0.00416524,0.0067008073,0.3445935,0.00024078063,0.00042258305,0.0014313763],"about_ca_topic_score_codex":0.00054290536,"about_ca_topic_score_gemma":0.00018621943,"teacher_disagreement_score":0.2253052,"about_ca_system_score_codex":0.00010198976,"about_ca_system_score_gemma":0.00008524358,"threshold_uncertainty_score":0.99992734},"labels":[],"label_agreement":null},{"id":"W2981153926","doi":"10.1016/j.chest.2019.10.002","title":"Redesigning Care for OSA","year":2019,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; U.S. Department of Veterans Affairs; National Institutes of Health; VA Puget Sound Health Care System","keywords":"Software deployment; Diversity (politics); Health care; Resource (disambiguation); Medicine; Face (sociological concept); Nursing; Business; Computer science; Sociology; Political science","score_opus":0.1658891329336026,"score_gpt":0.43965919461928143,"score_spread":0.27377006168567886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981153926","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002535821,0.9940009,0.0009780551,0.00004484699,0.0007560375,0.0014918608,0.000027362492,0.000019386327,0.0026790295],"genre_scores_gemma":[0.000009495235,0.9909848,0.0053346595,0.000017207958,0.00231962,0.00005623306,0.0000855449,0.00012242088,0.0010700362],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980708,0.00010553761,0.0005401254,0.0003140081,0.00047360625,0.00049592205],"domain_scores_gemma":[0.9981725,0.0002961163,0.00036056756,0.0003661101,0.0004842719,0.0003204236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048654046,0.00032485198,0.0017225723,0.00034979545,0.00016688272,0.000097605815,0.00028041832,0.00034746504,0.0002030363],"category_scores_gemma":[0.000526725,0.00023312846,0.0009859796,0.00019806299,0.000059970287,0.00006819907,0.00006824866,0.0015181596,0.00021694043],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019647696,0.000015948994,0.000015856178,0.07013335,0.0003174201,0.00010088971,0.00010470194,5.2036278e-8,0.0000067561673,0.000017353572,0.0006092172,0.9286588],"study_design_scores_gemma":[0.00080123614,0.00026101046,0.000008712317,0.014556202,0.001653669,0.0024620637,0.00023133653,0.000002348882,0.0000181039,0.000014223359,0.9797889,0.00020217671],"about_ca_topic_score_codex":6.4198963e-7,"about_ca_topic_score_gemma":2.236322e-7,"teacher_disagreement_score":0.9791797,"about_ca_system_score_codex":0.0007665886,"about_ca_system_score_gemma":0.00075141294,"threshold_uncertainty_score":0.9506703},"labels":[],"label_agreement":null},{"id":"W2981850304","doi":"","title":"Orthodontic Removable Appliance with Posterior Bite Plane Use is not Associated with Developing Sleep-Disordered Breathing Symptoms in Healthy Children.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep disordered breathing; Malocclusion; Dentistry; Sleep apnea; Significant difference; Crossbite; Orthodontics; Open bite; Breathing; Anesthesia; Internal medicine","score_opus":0.023965360601671003,"score_gpt":0.25036996531825445,"score_spread":0.22640460471658344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981850304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932376,0.00011584961,0.00017044104,0.0017441346,0.00007490774,0.004170786,0.000039986888,0.00012977136,0.0003164822],"genre_scores_gemma":[0.9948591,0.0000131297065,0.002223865,0.0012900648,0.000039883438,0.00059518847,0.000108929176,0.00010054369,0.0007693085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99660635,0.00013534316,0.00043033343,0.00077542476,0.00082169793,0.0012308634],"domain_scores_gemma":[0.9984847,0.00023135227,0.00022426336,0.00055473665,0.00021870581,0.00028626894],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000633114,0.00034149512,0.0006893229,0.00038289378,0.00010124241,0.00010439603,0.00020538969,0.0001670132,0.00003870358],"category_scores_gemma":[0.00024613898,0.00026993654,0.00004768517,0.0011299759,0.000101083904,0.00039890793,0.00010226949,0.00060787756,0.00004854366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031949705,0.00012164768,0.96776414,0.00014076981,0.0003227101,0.000097697564,0.00033417073,0.00001632454,0.00012606825,0.000019120678,0.000008088382,0.027854282],"study_design_scores_gemma":[0.008377144,0.0003427688,0.98919433,0.0003085269,0.000059146292,0.00025736235,0.00007719165,0.00031091765,0.0006243782,0.000004053018,0.000086076594,0.000358106],"about_ca_topic_score_codex":0.0007018524,"about_ca_topic_score_gemma":0.00043156894,"teacher_disagreement_score":0.027496176,"about_ca_system_score_codex":0.0006504692,"about_ca_system_score_gemma":0.00013737449,"threshold_uncertainty_score":0.99997526},"labels":[],"label_agreement":null},{"id":"W2981941922","doi":"10.1371/journal.pone.0224069","title":"Comprehensive management of obstructive sleep apnea by telemedicine: Clinical improvement and cost-effectiveness of a Virtual Sleep Unit. A randomized controlled trial","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Societat Catalana de Pneumologia; Ministerio de Economía y Competitividad","keywords":"Medicine; Obstructive sleep apnea; Randomized controlled trial; Continuous positive airway pressure; Cost effectiveness; Epworth Sleepiness Scale; Physical therapy; Telemedicine; Quality of life (healthcare); Quality-adjusted life year; Emergency medicine; Health care; Internal medicine; Polysomnography; Apnea; Nursing","score_opus":0.03999999141967296,"score_gpt":0.3266946656468738,"score_spread":0.28669467422720085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981941922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96190536,0.00045227568,0.0005880737,0.00010006665,0.00028181096,0.03535088,0.00006096144,0.000032681426,0.001227907],"genre_scores_gemma":[0.9967968,0.00019162818,0.00090193993,0.00005414791,0.00010603202,0.0016280703,0.000068947185,0.000050864714,0.00020160458],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9940825,0.0015182882,0.0017512791,0.00068488903,0.0015008936,0.00046215154],"domain_scores_gemma":[0.99200994,0.0052316384,0.00075684773,0.000632802,0.0010803401,0.0002884595],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029088538,0.00039291623,0.004775796,0.00029281207,0.000044108732,0.000011388778,0.00021807419,0.00020721929,0.0002114924],"category_scores_gemma":[0.0008947007,0.00029698724,0.00048539476,0.000355827,0.0010117417,0.000093793766,0.00028772987,0.00053395645,0.000014810374],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.88586134,0.004891321,0.0042499527,0.0020161103,0.016415762,0.000019382596,0.000119063596,0.0000029368375,0.07493055,0.00080529676,0.000004253861,0.0106840655],"study_design_scores_gemma":[0.9516096,0.0077764476,0.004362522,0.0005878311,0.0036431078,0.0000028748877,0.0011069919,0.0041108606,0.02644029,0.00012266995,0.000011436641,0.00022536972],"about_ca_topic_score_codex":0.00004386377,"about_ca_topic_score_gemma":6.4273263e-7,"teacher_disagreement_score":0.06574829,"about_ca_system_score_codex":0.00010897168,"about_ca_system_score_gemma":0.000045357632,"threshold_uncertainty_score":0.9999482},"labels":[],"label_agreement":null},{"id":"W2982105938","doi":"10.1213/ane.0000000000004217","title":"Obstructive Sleep Apnea and Ambulatory Surgery: Who Is Truly at Risk?","year":2019,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Ambulatory; Obstructive sleep apnea; Sleep apnea; Sleep (system call); Apnea; Intensive care medicine; Anesthesia; Internal medicine","score_opus":0.015939652131247734,"score_gpt":0.2518524552758558,"score_spread":0.23591280314460808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982105938","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65744936,0.003683557,0.000024186407,0.33471963,0.0002513947,0.0017913227,0.0000950962,0.00022023995,0.0017652172],"genre_scores_gemma":[0.20930617,0.0012326239,0.00058842363,0.7544455,0.0073717004,0.00024034877,0.0014362148,0.0011582285,0.024220811],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932335,0.0006200708,0.0008691491,0.001917846,0.0018635291,0.0014958751],"domain_scores_gemma":[0.9952445,0.0012792915,0.00070849515,0.0018922805,0.00047896273,0.00039646553],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00067237206,0.00116227,0.002403806,0.0010642906,0.00034808004,0.00013136337,0.00045937445,0.0019389946,0.0012480856],"category_scores_gemma":[0.00020151916,0.0010693716,0.0008195111,0.0006678423,0.0008246103,0.00024287048,0.00021300367,0.0036556397,0.0012472731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038654217,0.00004795238,0.29353213,0.00084384193,0.0012501657,0.008271789,0.00038459315,5.166364e-7,0.00006990326,0.000028574343,0.68404716,0.011136814],"study_design_scores_gemma":[0.0011171198,0.00025003738,0.39401323,0.00019975066,0.0010892028,0.0037688261,0.000084546606,0.00032688255,0.00052247103,0.00014296349,0.5974309,0.0010540661],"about_ca_topic_score_codex":0.00031156294,"about_ca_topic_score_gemma":0.000007873564,"teacher_disagreement_score":0.4481432,"about_ca_system_score_codex":0.00067204307,"about_ca_system_score_gemma":0.00019654984,"threshold_uncertainty_score":0.9996649},"labels":[],"label_agreement":null},{"id":"W2982125900","doi":"10.1002/ajmg.a.61379","title":"Grange syndrome due to homozygous <i>YY1AP1</i> missense rare variants","year":2019,"lang":"en","type":"article","venue":"American Journal of Medical Genetics Part A","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"National Heart, Lung, and Blood Institute","keywords":"Brachydactyly; Missense mutation; Penetrance; Medicine; Stenosis; Syndactyly; Internal medicine; Pathology; Cardiology; Anatomy; Genetics; Mutation; Biology; Gene; Phenotype","score_opus":0.014116750654313403,"score_gpt":0.30371096025273575,"score_spread":0.28959420959842236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982125900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891255,0.000664448,0.00083111605,0.0076127984,0.0007146073,0.00037900373,0.00001203266,0.000016517128,0.000643981],"genre_scores_gemma":[0.992854,0.00019019179,0.0037945325,0.0024137048,0.00042086153,0.000005449439,0.00000359655,0.000056909554,0.0002607296],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.9950147,0.00023378001,0.0007442116,0.00031697526,0.0030646622,0.0006256312],"domain_scores_gemma":[0.99643093,0.00027040398,0.00030027743,0.0005122274,0.00047882917,0.0020073452],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011340412,0.00023425577,0.0009591416,0.0003197681,0.000046460726,0.000029337984,0.00054981187,0.000121665806,0.0019173867],"category_scores_gemma":[0.0008348679,0.00018634014,0.00023364762,0.0007564985,0.0004059275,0.00004517538,0.00017707476,0.0008809571,0.0005418516],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027692788,0.001701204,0.045095842,0.00030312242,0.0017910748,0.16507028,0.0022066613,0.000067153196,0.011853325,0.00011416286,0.012405942,0.75662196],"study_design_scores_gemma":[0.016720593,0.036591634,0.33601588,0.0020217653,0.0008212846,0.46281213,0.004319639,0.0015680382,0.0031571023,0.00023275455,0.13436455,0.0013746287],"about_ca_topic_score_codex":0.00002786049,"about_ca_topic_score_gemma":0.000004562442,"teacher_disagreement_score":0.7552473,"about_ca_system_score_codex":0.00010924033,"about_ca_system_score_gemma":0.00040319233,"threshold_uncertainty_score":0.998995},"labels":[],"label_agreement":null},{"id":"W2982257776","doi":"10.1016/j.prrv.2019.10.002","title":"Cerebral oxygenation in children with sleep-disordered breathing","year":2019,"lang":"en","type":"review","venue":"Paediatric Respiratory Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Neurocognitive; Medicine; Oxygenation; Pathophysiology; Breathing; Sleep (system call); Cardiology; Anesthesia; Internal medicine; Cognition; Psychiatry","score_opus":0.07565246710480092,"score_gpt":0.3552753034119552,"score_spread":0.27962283630715423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982257776","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023894275,0.9867972,0.00004504628,0.000017843513,0.00018312049,0.011128402,0.0000399146,0.00007636958,0.0014731485],"genre_scores_gemma":[0.00002418978,0.9967391,0.00055323145,0.00016243868,0.00091822806,0.0009130753,0.000269353,0.0002263947,0.00019401447],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931924,0.0014346817,0.0020505856,0.0014016557,0.001028102,0.00089260575],"domain_scores_gemma":[0.9965274,0.00023260487,0.0011606754,0.0015561059,0.00018245277,0.00034078246],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022871061,0.0010113711,0.004900839,0.0016917442,0.0000898713,0.00008095818,0.000610163,0.00064935937,0.0002795827],"category_scores_gemma":[0.0007680099,0.00068467873,0.0010197243,0.0030767918,0.000102069396,0.00027268074,0.0002366105,0.0019251091,0.0018785696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019797557,0.00012601346,0.025151655,0.024907617,0.00023607776,0.000031046144,0.000029514213,6.1015487e-7,3.000521e-7,0.000019710335,0.00029065064,0.949187],"study_design_scores_gemma":[0.0017614559,0.00034320896,0.0035437234,0.0059756073,0.0020366756,0.00021190132,0.000007005568,0.000010386427,3.2591828e-7,0.000003872993,0.98541623,0.00068960467],"about_ca_topic_score_codex":0.000024959605,"about_ca_topic_score_gemma":0.000010835336,"teacher_disagreement_score":0.9851256,"about_ca_system_score_codex":0.00087640254,"about_ca_system_score_gemma":0.0005987642,"threshold_uncertainty_score":0.9995604},"labels":[],"label_agreement":null},{"id":"W2983727634","doi":"10.1016/j.smrv.2019.101229","title":"Phenotypes of responders to mandibular advancement device therapy in obstructive sleep apnea patients: A systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; McGill University; Université de Montréal","funders":"National Health and Medical Research Council; Bayer Canada; Canadian Institutes of Health Research; Cooperative Research Centres, Australian Government Department of Industry; Shandong University","keywords":"Obstructive sleep apnea; Meta-analysis; Medicine; Oral appliance; Polysomnography; Sleep (system call); Sleep apnea; Internal medicine; Apnea","score_opus":0.11803471596150447,"score_gpt":0.40674595214505627,"score_spread":0.28871123618355177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983727634","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005690801,0.96438783,0.00028183105,0.0005893022,0.0001159221,0.034248203,0.000109686625,0.000022496079,0.00023900805],"genre_scores_gemma":[0.000013672387,0.9932153,0.0007786619,0.0014114629,0.00005928057,0.0037257245,0.00037017607,0.00013732852,0.00028834556],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9872392,0.0031708477,0.005377888,0.0016641635,0.0017410975,0.0008068155],"domain_scores_gemma":[0.9921022,0.0009916392,0.0028180834,0.0027230754,0.00082572683,0.00053928304],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0049276515,0.0014730097,0.03233778,0.0024090018,0.000058156773,0.000016393715,0.00078160205,0.00032643642,0.0011173346],"category_scores_gemma":[0.003774295,0.0008246959,0.003210066,0.005659245,0.00027925317,0.00016280625,0.00030345895,0.0009100774,0.0001821817],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050484203,0.00016625984,0.000027847054,0.7561661,0.080696814,0.000013995202,0.00019993717,5.317789e-7,4.4074065e-7,0.00004589705,0.00005508108,0.16257663],"study_design_scores_gemma":[0.0010811116,0.00086982665,0.000022222179,0.11276005,0.65551203,0.000015980746,0.0000757601,0.0000052540295,6.603622e-7,0.0000070470683,0.22914316,0.0005068742],"about_ca_topic_score_codex":0.000056506386,"about_ca_topic_score_gemma":0.000027071263,"teacher_disagreement_score":0.64340603,"about_ca_system_score_codex":0.00061195437,"about_ca_system_score_gemma":0.000092610906,"threshold_uncertainty_score":0.99980193},"labels":[],"label_agreement":null},{"id":"W2984140451","doi":"10.1177/0022034519885644","title":"Critical Issues in Dental and Medical Management of Obstructive Sleep Apnea","year":2019,"lang":"en","type":"review","venue":"Journal of Dental Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Canadian Institutes of Health Research; University of Sydney","keywords":"Medicine; Obstructive sleep apnea; Sleep medicine; Oral appliance; Sleep apnea; Physical therapy; Hypopnea; Sleep Bruxism; Orofacial pain; Sleep disorder; Dentistry; Apnea; Polysomnography; Physical medicine and rehabilitation; Anesthesia; Cognition; Psychiatry","score_opus":0.10351916572365216,"score_gpt":0.49867273490879804,"score_spread":0.3951535691851459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984140451","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009654402,0.9866106,0.000013605937,0.00015855308,0.00040276724,0.0011525741,0.000023194516,0.000004078241,0.001980228],"genre_scores_gemma":[0.013548855,0.9849682,0.00074660755,0.000006760674,0.00035725266,0.000022698572,0.000009804856,0.000074884636,0.00026497323],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98969936,0.0010872608,0.0016858457,0.00049703236,0.006194631,0.0008358649],"domain_scores_gemma":[0.99589825,0.001694782,0.00033341287,0.0004350301,0.0008676544,0.00077087845],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004550269,0.0003727782,0.0026505652,0.0022118844,0.0000623661,0.00006982189,0.0008066804,0.0005403197,0.0006648073],"category_scores_gemma":[0.0021890074,0.00027949095,0.0005800282,0.0011615239,0.0012855894,0.0002562528,0.0011434405,0.003928862,0.00009519067],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038838177,0.00059368194,0.0034041642,0.039331574,0.0009515818,0.0077527696,0.00007653607,4.980529e-8,0.000010430046,0.0009840489,0.00009551618,0.94641125],"study_design_scores_gemma":[0.023358397,0.013273989,0.03516171,0.29990336,0.006205882,0.072162494,0.02394845,0.00043737667,0.0004438196,0.0021374589,0.52066076,0.0023063088],"about_ca_topic_score_codex":0.00003179631,"about_ca_topic_score_gemma":0.000009344793,"teacher_disagreement_score":0.94410497,"about_ca_system_score_codex":0.0008394923,"about_ca_system_score_gemma":0.00037746338,"threshold_uncertainty_score":0.9999657},"labels":[],"label_agreement":null},{"id":"W2984330421","doi":"10.1503/cmaj.73545","title":"Gastroesophageal reflux disease, temporomandibular disorders and dysfunctional breathing","year":2019,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"GERD; Dysfunctional family; Reflux; Somatization; Anxiety; Disease; Medicine; Pathophysiology; Mechanism (biology); Intensive care medicine; Psychiatry; Internal medicine","score_opus":0.006602691315170002,"score_gpt":0.2425091915270003,"score_spread":0.2359065002118303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984330421","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009982043,0.0007705331,0.000064195505,0.98437893,0.0017086884,0.00041338938,0.00021409319,0.00002914155,0.0024389902],"genre_scores_gemma":[0.02927754,0.00032749333,0.00022829713,0.93450826,0.026296832,0.000025153658,0.0008760572,0.00015268849,0.008307693],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99341476,0.00033350932,0.00055454974,0.00047054313,0.004171724,0.0010548929],"domain_scores_gemma":[0.9959837,0.0003580103,0.00031423423,0.00024044926,0.00051755144,0.0025860164],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0013901974,0.00033786194,0.0005649484,0.0006336662,0.00038778983,0.00019926729,0.00024384109,0.0014227562,0.00809529],"category_scores_gemma":[0.0025944838,0.0003110579,0.00024248136,0.00021472167,0.00013867859,0.00017649072,0.000052147832,0.0077747316,0.00030873122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025556934,0.000014776717,0.13923419,0.00013105765,0.00043327405,0.0075127366,0.000033606295,4.4171622e-7,0.0000013494973,0.000012971436,0.8451191,0.007480926],"study_design_scores_gemma":[0.0016836079,0.00011610252,0.108999,0.00020823425,0.00018045926,0.0013801245,0.00003419381,0.00025646045,3.4117025e-7,0.00016495671,0.88675994,0.00021660057],"about_ca_topic_score_codex":0.00097316405,"about_ca_topic_score_gemma":0.0010143716,"teacher_disagreement_score":0.04987068,"about_ca_system_score_codex":0.0030039186,"about_ca_system_score_gemma":0.004609715,"threshold_uncertainty_score":0.99993414},"labels":[],"label_agreement":null},{"id":"W2985225951","doi":"","title":"Polysomnography in patients with obstructive sleep apnea: an evidence-based analysis.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polysomnography; Obstructive sleep apnea; Medicine; Sleep (system call); Sleep apnea; Apnea; Physical therapy; Internal medicine; Computer science","score_opus":0.018227125102183783,"score_gpt":0.24719604371641318,"score_spread":0.2289689186142294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985225951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964889,0.00014587128,0.00046674104,0.00024562958,0.000055728717,0.0017201684,0.000017933617,0.00007087867,0.0007880994],"genre_scores_gemma":[0.99785984,6.371893e-7,0.0008516352,0.000109908426,0.000088871646,0.0009097781,0.00011512916,0.000033770095,0.000030404837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971017,0.00017408947,0.00035495884,0.0006212837,0.0009825045,0.00076545106],"domain_scores_gemma":[0.99844444,0.00013497563,0.00012393539,0.0006228188,0.00037082226,0.00030301328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037955967,0.00024317959,0.0004923268,0.0016211384,0.00006742905,0.000049228216,0.00019767846,0.00010558037,0.000049061695],"category_scores_gemma":[0.00015758142,0.00019293124,0.00017733614,0.0038497462,0.00026200764,0.00046360897,0.000037487178,0.00032008745,0.0000063173707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012181593,0.0005954918,0.945482,0.000022876462,0.00036622075,0.000025986697,0.000027050593,0.00024118026,0.000015002606,0.000056942645,0.000004641642,0.05194441],"study_design_scores_gemma":[0.0038090998,0.00021447311,0.9936729,0.0000117184945,0.00051696814,7.496409e-7,0.00004633433,0.0008525571,0.0005922764,0.000058120568,0.000018226418,0.000206594],"about_ca_topic_score_codex":0.00059032184,"about_ca_topic_score_gemma":0.00036051474,"teacher_disagreement_score":0.05173781,"about_ca_system_score_codex":0.00027604916,"about_ca_system_score_gemma":0.000028721253,"threshold_uncertainty_score":0.7867508},"labels":[],"label_agreement":null},{"id":"W2985642462","doi":"10.1007/s11517-019-02052-4","title":"Regularized logistic regression for obstructive sleep apnea screening during wakefulness using daytime tracheal breathing sounds and anthropometric information","year":2019,"lang":"en","type":"article","venue":"Medical & Biological Engineering & Computing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Logistic regression; Medicine; Anthropometry; Expiration; Obstructive sleep apnea; Discriminative model; Feature selection; Polysomnography; Wakefulness; Apnea; Breathing; Hypopnea; Sleep apnea; Lasso (programming language); Physical therapy; Cardiology; Artificial intelligence; Internal medicine; Anesthesia; Respiratory system; Computer science; Electroencephalography","score_opus":0.03113935888092849,"score_gpt":0.3066328337848359,"score_spread":0.2754934749039074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985642462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65484685,0.00012542373,0.34392893,0.00007669867,0.00026364127,0.00055485434,0.0000058528713,0.00015353592,0.000044196342],"genre_scores_gemma":[0.9541603,0.0000038690114,0.045359656,0.000043827968,0.00031388973,0.000012853917,0.00006514097,0.000033750002,0.000006757358],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997063,0.00008956991,0.0007021811,0.00055974524,0.0007621056,0.0008234424],"domain_scores_gemma":[0.99784726,0.0010069283,0.00019444188,0.00026757177,0.00020802078,0.00047575482],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011161759,0.0003701273,0.00078268733,0.00050429336,0.00030113797,0.00008683324,0.00022644726,0.0004903987,0.00012376084],"category_scores_gemma":[0.003634718,0.00028049728,0.00015847865,0.00076582667,0.0002483885,0.00028080956,0.00037903764,0.0009265929,0.000011233925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002357794,0.00045167308,0.17411005,0.004537509,0.0008409409,0.000359914,0.001828279,0.02587857,0.11172238,0.0014162246,0.0000043770588,0.6764923],"study_design_scores_gemma":[0.0031718472,0.00032337554,0.089626774,0.00037544128,0.0000479468,0.00067941187,0.0002241689,0.9040361,0.0011235615,0.00002902169,0.000040257088,0.00032206436],"about_ca_topic_score_codex":0.000024418745,"about_ca_topic_score_gemma":7.491418e-8,"teacher_disagreement_score":0.87815756,"about_ca_system_score_codex":0.0002370283,"about_ca_system_score_gemma":0.00003174584,"threshold_uncertainty_score":0.9999647},"labels":[],"label_agreement":null},{"id":"W2986897433","doi":"10.1513/annalsats.201907-560ed","title":"One Step Closer to Future Precision Sleep Medicine","year":2019,"lang":"en","type":"letter","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Precision medicine; Sleep (system call); MEDLINE; Intensive care medicine; Sleep medicine; Sleep disorder; Psychiatry; Pathology","score_opus":0.09288505775840275,"score_gpt":0.41754848207141343,"score_spread":0.32466342431301065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986897433","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044716086,0.0008716397,0.0005284523,0.94901466,0.0009415264,0.0019621677,0.000121743265,0.000069221525,0.0017745268],"genre_scores_gemma":[0.014732833,0.0006196374,0.0049349517,0.9623799,0.01239274,0.00007114478,0.00013849582,0.00022608845,0.0045042345],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939997,0.00055328873,0.00073438376,0.00093782315,0.0028204462,0.00095434935],"domain_scores_gemma":[0.9943297,0.0006869253,0.0010024897,0.0026104117,0.0011506818,0.00021982566],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0011206848,0.00057973166,0.0018839643,0.00019104987,0.00013826476,0.00002612835,0.0013075605,0.0005647243,0.00035909825],"category_scores_gemma":[0.0004967974,0.00038774117,0.0012609474,0.0017506141,0.001309556,0.00009999297,0.000757364,0.0034036727,0.00023013119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036141655,0.00007622426,0.00074253936,0.0004955895,0.0009520937,0.000012243198,0.00069794105,0.000002844185,0.0018929747,0.0000050039375,0.8125622,0.18219888],"study_design_scores_gemma":[0.00057481276,0.001613787,0.030026197,0.0008674987,0.00052019185,0.000025749456,0.0019328817,0.00010050995,0.002847118,0.00014450928,0.9608404,0.0005063311],"about_ca_topic_score_codex":0.00024260416,"about_ca_topic_score_gemma":0.0000032669918,"teacher_disagreement_score":0.18169256,"about_ca_system_score_codex":0.00016473004,"about_ca_system_score_gemma":0.00016943886,"threshold_uncertainty_score":0.9998574},"labels":[],"label_agreement":null},{"id":"W2987105405","doi":"10.1513/annalsats.201907-528oc","title":"The Role of Positive Airway Pressure Therapy in Adults with Obesity Hypoventilation Syndrome. A Systematic Review and Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Obesity hypoventilation syndrome; Positive airway pressure; Guideline; Randomized controlled trial; Systematic review; Cochrane Library; MEDLINE; Intensive care medicine; Physical therapy; Meta-analysis; Weight loss; Adverse effect; Obstructive sleep apnea; Obesity; Surgery; Internal medicine","score_opus":0.0907444335680568,"score_gpt":0.41551261896645697,"score_spread":0.3247681853984002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987105405","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00088390877,0.9922058,0.000007405181,0.00042082006,0.0000061456885,0.0062525272,0.00017318407,0.000007315642,0.000042899148],"genre_scores_gemma":[0.015491003,0.98367876,0.00009130991,0.00017966004,0.000005502223,0.00030734116,0.0000208942,0.000038937407,0.00018658751],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99565554,0.0017028268,0.0009841404,0.0004652022,0.0008905952,0.0003017157],"domain_scores_gemma":[0.99416673,0.0009399414,0.0028461744,0.0013838398,0.00059132214,0.00007201011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020035915,0.00041294648,0.007501354,0.00010718204,0.00008603317,0.000017237673,0.0005345317,0.000101654136,0.000018351198],"category_scores_gemma":[0.00021525977,0.00017360735,0.003958977,0.0025034675,0.00072086166,0.00007032471,0.00017461635,0.00051489007,0.000002342685],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001160607,0.00018821834,0.00040708773,0.6469534,0.3094801,0.0000019911015,0.00043046087,0.0000022502838,9.281557e-7,0.000014926644,0.000023212611,0.04238133],"study_design_scores_gemma":[0.00018354398,0.0006957065,0.0021489651,0.070661254,0.9239415,0.00006138054,0.0009120082,0.00007960548,0.000042968433,0.00002337463,0.0009362402,0.00031348903],"about_ca_topic_score_codex":0.0001935991,"about_ca_topic_score_gemma":0.000010547127,"teacher_disagreement_score":0.61446136,"about_ca_system_score_codex":0.00003836308,"about_ca_system_score_gemma":0.00012252678,"threshold_uncertainty_score":0.70795023},"labels":[],"label_agreement":null},{"id":"W2987965887","doi":"10.1002/ppul.24555","title":"How to use noninvasive positive airway pressure device data reports to guide clinical care","year":2019,"lang":"en","type":"review","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Clinical Practice; MEDLINE; Positive airway pressure; Airway; Medical physics; Pediatrics; Surgery; Physical therapy; Internal medicine","score_opus":0.15380502853979436,"score_gpt":0.44510483347062446,"score_spread":0.2912998049308301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987965887","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023505568,0.9847102,0.0002746055,0.0012835948,0.0025365576,0.008066409,0.0018641567,0.0001282238,0.00090116425],"genre_scores_gemma":[0.00016497116,0.9796924,0.0049293474,0.0005183838,0.004311012,0.00036927804,0.0034646415,0.00026014377,0.0062898514],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912124,0.0010907344,0.001975503,0.0034325188,0.0009225134,0.0013663319],"domain_scores_gemma":[0.9880007,0.0025442357,0.0010115777,0.0058083483,0.0014706539,0.0011644746],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001129825,0.00096110685,0.004639743,0.0012810471,0.00011343585,0.00015556703,0.0017492403,0.0016615214,0.00009342724],"category_scores_gemma":[0.014908583,0.0008125275,0.0006880335,0.0015962303,0.00013226064,0.0003335721,0.004182231,0.002279677,0.0012857052],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013943626,0.00022001553,0.01715894,0.017117139,0.0014243674,0.007699381,0.00014967249,9.980679e-7,7.656386e-7,0.000015666377,0.029714312,0.9263593],"study_design_scores_gemma":[0.00040136414,0.00095727,0.0017513942,0.0008485903,0.0093386425,0.0021729511,0.00010133479,0.000003152193,0.00000158103,0.000001673127,0.9837397,0.0006823662],"about_ca_topic_score_codex":0.0002478958,"about_ca_topic_score_gemma":0.000084072235,"teacher_disagreement_score":0.9540254,"about_ca_system_score_codex":0.0005686903,"about_ca_system_score_gemma":0.0022210372,"threshold_uncertainty_score":0.9996345},"labels":[],"label_agreement":null},{"id":"W2989336132","doi":"10.1212/wnl.0000000000008619","title":"Sleep-disordered breathing is associated with brain vascular reactivity in spinal cord injury","year":2019,"lang":"en","type":"review","venue":"Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; International Collaboration On Repair Discoveries; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Polysomnography; Odds ratio; Obstructive sleep apnea; Sleep apnea; Population; Spinal cord injury; Internal medicine; Confidence interval; Apnea; Breathing; Physical therapy; Cardiology; Anesthesia; Spinal cord; Psychiatry","score_opus":0.05214711220107256,"score_gpt":0.36945549577773823,"score_spread":0.3173083835766657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989336132","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04488416,0.9480841,0.000035791287,0.0013413106,0.0004365175,0.003656909,0.000095493626,0.00013549444,0.0013301983],"genre_scores_gemma":[0.010602276,0.9858273,0.0000686206,0.0021203079,0.00024313485,0.00027420413,0.00030137363,0.00035393826,0.00020882601],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99523747,0.0013535124,0.0006254789,0.0012125085,0.0006811829,0.000889854],"domain_scores_gemma":[0.9974897,0.0007111049,0.00043341616,0.0010296175,0.00015726528,0.00017888],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00082403846,0.00062298164,0.0031708428,0.00080010225,0.000058500777,0.000023686845,0.00037692938,0.0010416678,0.00018018314],"category_scores_gemma":[0.0010561662,0.00050851493,0.00046628268,0.0009942766,0.00023877835,0.00010151042,0.00026565988,0.003382882,0.00019058093],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019224447,0.00030757394,0.0013700819,0.0039052824,0.0006145912,0.0011623844,0.000026588159,1.6433215e-7,0.000014088782,0.000020724478,0.00008610491,0.99056995],"study_design_scores_gemma":[0.0040308195,0.018924534,0.013413029,0.0033085004,0.0017597411,0.0012342496,0.0000055973965,0.00012258167,0.0000041703424,0.000045737062,0.95636225,0.00078877195],"about_ca_topic_score_codex":0.00026812352,"about_ca_topic_score_gemma":0.00009814716,"teacher_disagreement_score":0.9897812,"about_ca_system_score_codex":0.00028044722,"about_ca_system_score_gemma":0.00030392583,"threshold_uncertainty_score":0.99973667},"labels":[],"label_agreement":null},{"id":"W2990471795","doi":"10.15173/mumj.v16i1.2021","title":"Novel evidence depicting adverse long-term outcomes linked to tonsillectomy: a spotlight on overtreatment","year":2019,"lang":"en","type":"article","venue":"McMaster University Medical Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Intensive care medicine; Tonsillectomy; Psychological intervention; Adverse effect; Quality of life (healthcare); Perioperative; Obstructive sleep apnea; Evidence-based medicine; Pediatrics; Surgery; Alternative medicine; Nursing; Internal medicine","score_opus":0.04826274198150578,"score_gpt":0.32037121913484184,"score_spread":0.2721084771533361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990471795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98250574,0.000030904448,0.0026111905,0.009335036,0.0004902376,0.0005462041,0.0000045529923,0.00004935719,0.0044267806],"genre_scores_gemma":[0.98852247,0.000029610155,0.0012978391,0.0018820892,0.00021747492,6.33754e-7,0.0000024383053,0.000026976935,0.00802047],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966899,0.00012919462,0.00028637797,0.00042755043,0.0018765656,0.0005904106],"domain_scores_gemma":[0.99744254,0.00048133632,0.00011215348,0.00033337306,0.00023712414,0.0013934525],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005107409,0.00024935426,0.00047753693,0.00046208288,0.00020834409,0.000033906985,0.00039562656,0.00018036478,0.010254675],"category_scores_gemma":[0.0008084513,0.00019618352,0.00026819902,0.00038984945,0.00009617206,0.0002786587,0.00031402518,0.0010387787,0.0008828218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022286968,0.0006131435,0.9430602,0.00006656839,0.00053444115,0.0048358785,0.0008172564,0.0000140178345,0.0038385233,0.00006922274,0.00021625613,0.04370575],"study_design_scores_gemma":[0.0075095277,0.0013224117,0.9851836,0.001150555,0.00016525316,0.0011930622,0.0008129413,0.00026255194,0.00042544337,0.0000023090533,0.0017363736,0.00023596687],"about_ca_topic_score_codex":0.000030233938,"about_ca_topic_score_gemma":0.000025104455,"teacher_disagreement_score":0.043469787,"about_ca_system_score_codex":0.0011406986,"about_ca_system_score_gemma":0.00028394666,"threshold_uncertainty_score":0.9998951},"labels":[],"label_agreement":null},{"id":"W2990506555","doi":"10.1183/13993003.congress-2019.oa3276","title":"Sleep disordered breathing during REM sleep is associated with cognitive impairment a decade later","year":2019,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polysomnography; Montreal Cognitive Assessment; Internal medicine; Odds ratio; Prospective cohort study; Cohort; Cognition; Rapid eye movement sleep; Cardiology; Cognitive impairment; Eye movement; Psychiatry; Apnea; Ophthalmology","score_opus":0.010152479069380565,"score_gpt":0.26836268987424616,"score_spread":0.2582102108048656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990506555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98448294,0.000051328112,0.00018899216,0.0008933046,0.00006818489,0.0014659849,0.00002346237,0.00018654135,0.012639272],"genre_scores_gemma":[0.99474907,0.000004302828,0.00032911845,0.00039158663,0.000051917606,0.00005036,0.000048999045,0.00007836221,0.0042963065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737555,0.00009583916,0.0002994901,0.0006105149,0.00086588657,0.00075274036],"domain_scores_gemma":[0.99871236,0.00018142318,0.00010462028,0.00035173053,0.00037813696,0.0002717461],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026744007,0.00029756312,0.0004734181,0.00022948919,0.00012926123,0.000057312587,0.00012690932,0.00016498614,0.003041925],"category_scores_gemma":[0.0001481983,0.00021633787,0.00012458031,0.0004373792,0.00009799967,0.00022726091,0.0001613386,0.0005165081,0.00056854996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022100597,0.00068148266,0.9711202,0.00018104508,0.0018612992,0.00046454728,0.0040161605,0.000009469277,0.015079557,0.00004013084,0.00003833864,0.004297745],"study_design_scores_gemma":[0.014297068,0.0011210372,0.928094,0.00035514246,0.00024845733,0.0001879105,0.0025029045,0.004797429,0.047908712,0.000042330583,0.000025587753,0.00041937467],"about_ca_topic_score_codex":0.00009455224,"about_ca_topic_score_gemma":0.000041851305,"teacher_disagreement_score":0.04302612,"about_ca_system_score_codex":0.00039838578,"about_ca_system_score_gemma":0.00003259452,"threshold_uncertainty_score":0.99786943},"labels":[],"label_agreement":null},{"id":"W2990805328","doi":"10.1183/13993003.congress-2019.pa890","title":"A proof of concept study describing extraoesophageal reflux in patients with obstructive sleep apnoea and asthma and the effects of continuous positive airway pressure","year":2019,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Asthma; Reflux; Continuous positive airway pressure; Internal medicine; Gastroenterology; Airway; Group B; Esophageal pH monitoring; Sleep (system call); Pepsin; Anesthesia; GERD; Obstructive sleep apnea; Disease","score_opus":0.005345300702698033,"score_gpt":0.23049435609747496,"score_spread":0.22514905539477692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990805328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920714,0.0005155518,0.000060392034,0.0000245768,0.000039924966,0.0065541603,0.000014328258,0.000008624404,0.0007110469],"genre_scores_gemma":[0.99953675,9.201973e-7,0.00024005829,0.000013317134,0.00001033833,0.000050104813,0.0000043061505,0.000022599832,0.00012160086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981768,0.00032759202,0.0003108433,0.00038618842,0.0005441814,0.00025437112],"domain_scores_gemma":[0.99842834,0.0006174,0.00016762457,0.0002875668,0.00041690635,0.000082145445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029878895,0.00019587649,0.000677438,0.00013672523,0.000032877197,0.000012116256,0.00009289734,0.00006962935,0.000027805798],"category_scores_gemma":[0.00024397553,0.000111498084,0.000033989174,0.00023611981,0.0006512355,0.00014766214,0.00014382192,0.00028653798,3.5558452e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005431415,0.0006942628,0.9642211,0.00033950288,0.0005592763,0.00002030295,0.010596061,0.0000050721987,0.0012233527,0.00031979976,0.0000010079674,0.016588807],"study_design_scores_gemma":[0.031140674,0.006706618,0.9264936,0.00019965475,0.00017591676,0.0000068474974,0.003964408,0.000254516,0.030936714,0.000022909735,4.3951496e-7,0.00009769346],"about_ca_topic_score_codex":0.00019021859,"about_ca_topic_score_gemma":0.000024036219,"teacher_disagreement_score":0.03772753,"about_ca_system_score_codex":0.00003160714,"about_ca_system_score_gemma":0.000022822062,"threshold_uncertainty_score":0.454676},"labels":[],"label_agreement":null},{"id":"W2990822173","doi":"10.1002/lary.28397","title":"Safety and cost of drug‐induced sleep endoscopy outside the operating room","year":2019,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Obstructive sleep apnea; Confidence interval; Endoscopy; Prospective cohort study; Comorbidity; Apnea; Single Center; Surgery; Complication; Anesthesia; Sleep apnea; Internal medicine","score_opus":0.016977706473073485,"score_gpt":0.2938891458785086,"score_spread":0.2769114394054351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990822173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723771,0.0004520949,0.00006085544,0.004864688,0.00018942749,0.0016294305,0.0000137284,0.00002793382,0.020384701],"genre_scores_gemma":[0.9975398,0.000045612884,0.0002865577,0.0005488094,0.00012610668,0.000024450734,0.000008134843,0.000034563687,0.0013859238],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99835044,0.0002486055,0.00030847255,0.00026847047,0.0004638236,0.00036020417],"domain_scores_gemma":[0.99847263,0.00049733045,0.00009555721,0.0006970543,0.0001379964,0.000099429766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009563936,0.00016842806,0.00036215445,0.000054763907,0.00018635557,0.000035828314,0.0003009295,0.000056344797,0.00049583707],"category_scores_gemma":[0.00022597432,0.000087338085,0.00006557643,0.00025398636,0.00017091141,0.000103326645,0.00029064133,0.00048712513,0.00017440185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011867953,0.00016127834,0.14728172,0.00027858315,0.00051391835,0.00002437318,0.0058522793,0.00006664703,0.8089709,0.0037354243,0.00039268832,0.03153534],"study_design_scores_gemma":[0.012650523,0.0011566767,0.42312372,0.000452346,0.0004052889,0.0001926808,0.008538713,0.016482828,0.5260442,0.0002602433,0.010116975,0.00057582813],"about_ca_topic_score_codex":0.00036661694,"about_ca_topic_score_gemma":0.000049088227,"teacher_disagreement_score":0.28292677,"about_ca_system_score_codex":0.000057875026,"about_ca_system_score_gemma":0.00005080414,"threshold_uncertainty_score":0.5429068},"labels":[],"label_agreement":null},{"id":"W2991072179","doi":"10.1016/j.ejpn.2019.11.006","title":"Obstructive sleep apnea syndrome and neuropsychological function in pediatric stroke","year":2019,"lang":"en","type":"article","venue":"European Journal of Paediatric Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"Auxilium Foundation","keywords":"Medicine; Interquartile range; Obstructive sleep apnea; Stroke (engine); Neuropsychology; Cohort; Pediatric stroke; Sleep apnea; Pediatrics; Physical therapy; Neuropsychological assessment; Internal medicine; Cognition; Psychiatry; Ischemic stroke; Ischemia","score_opus":0.012100320090392996,"score_gpt":0.24824057928252416,"score_spread":0.23614025919213116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991072179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99296874,0.0007566577,0.00021507175,0.0008038788,0.0014622536,0.0003224898,0.000003840774,0.00002258756,0.003444491],"genre_scores_gemma":[0.9981541,0.00020433437,0.00022010588,0.0005694784,0.0007226183,0.0000012168149,0.0000015241972,0.00005502913,0.00007159086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964599,0.0013254526,0.0007825803,0.0004597903,0.00049120665,0.00048108443],"domain_scores_gemma":[0.9983764,0.00037671314,0.00043421888,0.0002839376,0.00021215591,0.00031654496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011627959,0.00024193792,0.0005713214,0.0011333798,0.00003798601,0.000022559214,0.00024696323,0.00009629876,0.00018480867],"category_scores_gemma":[0.00043484863,0.0002005186,0.00016194677,0.00070441666,0.00012660907,0.00018759545,0.0001750238,0.001679876,0.00022334718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027371603,0.00020317717,0.9692324,0.00005534566,0.000051994204,0.010031155,0.00007358625,0.00004781922,0.0018239056,0.00004259055,0.00006250378,0.015638368],"study_design_scores_gemma":[0.0046381094,0.0075418153,0.97656655,0.0000026131697,0.00013416764,0.010271072,0.000036385816,0.00010836788,0.00000909395,0.0000536698,0.00050638895,0.0001317408],"about_ca_topic_score_codex":0.0000013089183,"about_ca_topic_score_gemma":4.971729e-7,"teacher_disagreement_score":0.015506627,"about_ca_system_score_codex":0.000031867676,"about_ca_system_score_gemma":0.000030654403,"threshold_uncertainty_score":0.81769115},"labels":[],"label_agreement":null},{"id":"W2991195280","doi":"10.1183/13993003.congress-2019.pa878","title":"Inspiratory flow limitation identified obstruction and breath cycling before, during, and after Cheyne Stokes breathing","year":2019,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Medicine; Hyperventilation; Breathing; Ambulatory; Ventilation (architecture); Respiratory physiology; Periodic breathing; Etiology; Internal medicine; Cardiology; Audiology; Anesthesia; Respiratory system","score_opus":0.00957846351086387,"score_gpt":0.2579531128233345,"score_spread":0.24837464931247064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991195280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99760187,0.00029060556,0.00012928274,0.00013171961,0.00014768593,0.00048642926,0.000004444779,0.00008289262,0.0011250771],"genre_scores_gemma":[0.9961614,0.000025085941,0.0022857385,0.00007648964,0.00012873053,0.000022528937,0.000015367372,0.000031238225,0.0012534139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987395,0.000038449627,0.00022915416,0.0004024927,0.00033426634,0.00025615306],"domain_scores_gemma":[0.99939847,0.00003622801,0.00005478696,0.00022603173,0.00012970863,0.00015476122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002057037,0.00015976143,0.00022819628,0.00023613096,0.000093041686,0.000080026046,0.000036666734,0.00011506534,0.00017834037],"category_scores_gemma":[0.00007778877,0.00013940787,0.000039916788,0.00013133934,0.00009883167,0.0004795462,0.00009079026,0.00024762875,0.000050671075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029454284,0.000044384164,0.87050015,0.0005269606,0.000108360226,0.00004813109,0.0018962084,0.000006088836,0.08682838,0.00014056923,0.00000406044,0.039602168],"study_design_scores_gemma":[0.0021132699,0.00013707066,0.9827556,0.00008207855,0.000057987978,0.00019740465,0.0008175823,0.0027097627,0.010829591,0.00013472298,0.00003181096,0.00013312121],"about_ca_topic_score_codex":0.000038548777,"about_ca_topic_score_gemma":0.000031730076,"teacher_disagreement_score":0.11225545,"about_ca_system_score_codex":0.00009760832,"about_ca_system_score_gemma":0.000014687101,"threshold_uncertainty_score":0.56848884},"labels":[],"label_agreement":null},{"id":"W2991196610","doi":"10.1183/13993003.congress-2019.pa4177","title":"Serum and mucosal brain derived neurotrophic factor (BDNF) in severe obstructive sleep apnea syndrome (OSAS). Effects of CPAP treatment on BDNF serum levels","year":2019,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Brain-derived neurotrophic factor; Internal medicine; Obstructive sleep apnea; Hypoxia (environmental); Gastroenterology; Neurotrophic factors; Continuous positive airway pressure; Endocrinology; Intermittent hypoxia; Receptor","score_opus":0.016664282140126555,"score_gpt":0.27320828701952743,"score_spread":0.2565440048794009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991196610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938135,0.0000882799,0.000029400111,0.0009774057,0.00030833652,0.0031234906,0.00015879002,0.00007959894,0.0014211796],"genre_scores_gemma":[0.99825525,0.000009884165,0.00035514636,0.0002992534,0.00004308492,0.00007103273,0.000013018533,0.000089655,0.00086368225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99671346,0.00033705894,0.00049449084,0.00092395645,0.0007248547,0.00080617174],"domain_scores_gemma":[0.9976953,0.00090713205,0.00015099545,0.00072706194,0.00014270695,0.0003767965],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013203727,0.00054431864,0.0010557902,0.0005382947,0.000061048326,0.000029915613,0.00019407136,0.00026174966,0.00078670436],"category_scores_gemma":[0.0002959421,0.00042965054,0.00017456916,0.00047706306,0.00021017529,0.00022382106,0.00018585385,0.0004990642,0.00016487952],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018584039,0.0011787046,0.549799,0.0017188342,0.0009836054,0.0018197681,0.0017624805,0.00005965694,0.3638032,0.0006869651,0.000008787363,0.07632056],"study_design_scores_gemma":[0.010298105,0.004980616,0.8908719,0.0001330732,0.00006463747,0.00035449842,0.0002919959,0.0007681578,0.091762334,0.000121341574,0.000018432795,0.0003349392],"about_ca_topic_score_codex":0.00015690595,"about_ca_topic_score_gemma":0.00007640637,"teacher_disagreement_score":0.34107286,"about_ca_system_score_codex":0.000473747,"about_ca_system_score_gemma":0.000085306616,"threshold_uncertainty_score":0.9998155},"labels":[],"label_agreement":null},{"id":"W2991663201","doi":"10.1016/b978-0-12-809324-5.23609-2","title":"OBSOLETE: Dentition and Dental Care","year":2019,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Dentition; Dental care; Dentistry; Medicine","score_opus":0.014294076515406602,"score_gpt":0.2715101689392369,"score_spread":0.2572160924238303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991663201","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051464653,0.0038604622,0.0000016451316,0.000024440058,0.0003798636,0.0011915034,0.00006652632,0.000049867576,0.9892792],"genre_scores_gemma":[0.03446961,0.00010013355,0.00018144974,0.0001367173,0.0003901671,0.00001821567,0.00015702692,0.00012195807,0.9644247],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982728,0.000018270935,0.00026634397,0.00052619213,0.0006218178,0.00029462337],"domain_scores_gemma":[0.99894077,0.000035631932,0.00010660042,0.0004900572,0.00021991305,0.00020705674],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008046406,0.0003386233,0.0005171278,0.00023701375,0.000074240095,0.00004591212,0.00011146853,0.0003716452,0.00060020795],"category_scores_gemma":[0.000018944324,0.0003212689,0.00019162796,0.000009505977,0.00022987861,0.000040904746,0.00020803142,0.00066807424,0.0007918717],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066836976,0.0000058086994,0.0009754598,0.000721887,0.00020320964,0.00018503946,0.00017755583,1.8407055e-8,0.0006528894,0.0027458724,0.00003140766,0.994234],"study_design_scores_gemma":[0.0020906741,0.00042049625,0.0026612815,0.0010153156,0.00058138336,0.00039956567,0.00018319204,0.000007706796,0.00063265266,0.0010349677,0.99041796,0.0005548295],"about_ca_topic_score_codex":7.606244e-7,"about_ca_topic_score_gemma":0.000028806046,"teacher_disagreement_score":0.99367917,"about_ca_system_score_codex":0.0002886112,"about_ca_system_score_gemma":0.00009493589,"threshold_uncertainty_score":0.9999861},"labels":[],"label_agreement":null},{"id":"W2991816909","doi":"10.1186/s40463-019-0391-2","title":"Overnight oximetry in children undergoing adenotonsillectomy: A single center experience","year":2019,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Center (category theory); Tonsillectomy; Adenoidectomy; Single Center; Pediatrics; Anesthesia; Surgery; Chemistry","score_opus":0.017853834280738598,"score_gpt":0.2812478776948586,"score_spread":0.26339404341412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991816909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971348,0.0013892152,0.000014559795,0.00041500147,0.00030501018,0.00023948144,0.000001767789,0.000009272404,0.0004908703],"genre_scores_gemma":[0.99905443,0.00015073878,0.00021929492,0.00034236792,0.00013649526,0.0000027146775,0.0000030783983,0.000022911516,0.00006798615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982518,0.00015959842,0.0005675652,0.00024383278,0.0003507812,0.00042641207],"domain_scores_gemma":[0.9986349,0.00060321385,0.00023452414,0.0001965256,0.0001170673,0.00021380982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043113224,0.00016330846,0.00071111234,0.00069732143,0.000045833047,0.000021609656,0.000094647236,0.0001641037,0.00032932826],"category_scores_gemma":[0.00043076253,0.00013360153,0.00017213797,0.0003455728,0.00013500612,0.00030448425,0.000080401514,0.0006215565,0.000026634936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056735013,0.00035181845,0.9804786,0.000060660237,0.00011513962,0.00044432035,0.00023433425,5.62678e-7,0.017049473,0.000013322442,0.00007724719,0.0006072013],"study_design_scores_gemma":[0.0024376742,0.00043361352,0.98662347,0.00028376837,0.000017487606,0.006523018,0.00006948093,0.000034693785,0.0032117853,0.000025045283,0.0002218845,0.00011807494],"about_ca_topic_score_codex":0.000020302936,"about_ca_topic_score_gemma":0.000010241314,"teacher_disagreement_score":0.013837689,"about_ca_system_score_codex":0.00014944954,"about_ca_system_score_gemma":0.0001315525,"threshold_uncertainty_score":0.54481125},"labels":[],"label_agreement":null},{"id":"W2992502149","doi":"10.1016/j.parkreldis.2019.12.001","title":"Obstructive sleep apnea, CPAP therapy and Parkinson's disease motor function: A longitudinal study","year":2019,"lang":"en","type":"article","venue":"Parkinsonism & Related Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Montreal Neurological Institute and Hospital; McGill University; McGill University Health Centre","funders":"Multiple Sclerosis Society of Canada; ResMed; Canadian Institutes of Health Research; McGill University Health Centre; American Thoracic Society; Weston Brain Institute; Institut de recherche, Centre universitaire de santé McGill; Philips Respironics","keywords":"Obstructive sleep apnea; Medicine; Parkinson's disease; Physical medicine and rehabilitation; Sleep apnea; Motor function; Sleep (system call); Physical therapy; Disease; Cardiology; Internal medicine","score_opus":0.015805895518421376,"score_gpt":0.2667440206405758,"score_spread":0.2509381251221544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992502149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839542,0.0051459824,0.00013592109,0.0008179908,0.00073062227,0.0037159943,0.000022848748,0.0002487355,0.0052277097],"genre_scores_gemma":[0.9975377,0.000512356,0.0001794965,0.00014573913,0.00009900529,0.0002848008,0.000036687292,0.00012288101,0.0010813365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99607,0.00029064543,0.00051292597,0.0013094586,0.0010020598,0.0008148792],"domain_scores_gemma":[0.99780864,0.00021066204,0.00018745993,0.0008907249,0.00020588067,0.0006966274],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038901682,0.0005603841,0.00065055664,0.00041015167,0.00032862686,0.000108451895,0.0002372889,0.00023049873,0.0015188818],"category_scores_gemma":[0.00013958362,0.0005015987,0.00025119737,0.00070964615,0.00039639944,0.00034709042,0.00017432992,0.00089093775,0.00054975034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045077307,0.0011615163,0.76846915,0.000062668114,0.0011945219,0.00008820694,0.0010531319,0.00002046352,0.00035319114,0.00028966475,0.000048318776,0.22275142],"study_design_scores_gemma":[0.011515327,0.002355564,0.9209842,0.000028785043,0.00032487235,0.000030887146,0.0028116808,0.0028381208,0.000024040028,0.0014751003,0.05708208,0.0005293449],"about_ca_topic_score_codex":0.00011602001,"about_ca_topic_score_gemma":0.000018995237,"teacher_disagreement_score":0.22222207,"about_ca_system_score_codex":0.00014128124,"about_ca_system_score_gemma":0.00008842582,"threshold_uncertainty_score":0.9997436},"labels":[],"label_agreement":null},{"id":"W2992700500","doi":"10.1111/coa.13490","title":"Transoral microscopic cautery‐assisted laser tonsillectomy/tongue base resection (TOMCAT)","year":2019,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Tonsillectomy; Resection; Base (topology); Tongue; General surgery; Surgery; Pathology","score_opus":0.04705939660228696,"score_gpt":0.38100935156062415,"score_spread":0.3339499549583372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992700500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898151,0.00014574318,0.00016730001,0.0026225229,0.0017267629,0.0012520396,0.000019239164,0.00014563427,0.004105633],"genre_scores_gemma":[0.9934789,0.00003118378,0.0011469859,0.001483596,0.00044242895,0.00006024352,0.000085351254,0.00006039565,0.0032109462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99636513,0.0007363117,0.00092542946,0.00089651166,0.0003585742,0.000718059],"domain_scores_gemma":[0.99723554,0.00094870885,0.00014000155,0.00092426507,0.0002965952,0.00045491892],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00091244886,0.0002731723,0.0009467896,0.00029243235,0.00009587332,0.000024856054,0.00025884327,0.0006443819,0.0029352535],"category_scores_gemma":[0.0009888918,0.00024053952,0.0004141663,0.000522912,0.0005120419,0.00013420903,0.000120427205,0.0013776725,0.0020505046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002431745,0.0008346192,0.9450497,0.00019587546,0.0002857262,0.00042035652,0.00007137347,0.0000016142749,0.044423968,0.000117704025,0.0012590745,0.004908231],"study_design_scores_gemma":[0.008097027,0.0029260686,0.9641556,0.000058311194,0.00012698864,0.0003538465,0.00004997528,0.0006132952,0.013605414,0.00006894191,0.00969355,0.0002509546],"about_ca_topic_score_codex":0.0000879451,"about_ca_topic_score_gemma":0.0001242009,"teacher_disagreement_score":0.030818554,"about_ca_system_score_codex":0.00015648673,"about_ca_system_score_gemma":0.000184351,"threshold_uncertainty_score":0.9987265},"labels":[],"label_agreement":null},{"id":"W2993405832","doi":"10.1101/786707","title":"Gray matter volume and estimated brain age gap are not associated with sleep-disordered breathing in subjects from the ADNI cohort","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Institute of Mental Health; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; Deutsche Forschungsgemeinschaft; Northern California Institute for Research and Education; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; University of Southern California; Eli Lilly and Company; U.S. Department of Defense; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; Novartis Pharmaceuticals Corporation; Bristol-Myers Squibb; National Institute on Aging; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Voxel-based morphometry; Neuroimaging; Gray (unit); Cohort; Brain size; Grey matter; Cognitive decline; Sleep disordered breathing; Psychology; Effects of sleep deprivation on cognitive performance; Voxel; Cognition; Audiology; Medicine; Internal medicine; Magnetic resonance imaging; White matter; Disease; Dementia; Nuclear medicine; Neuroscience; Radiology","score_opus":0.019155819693931965,"score_gpt":0.24551688472132122,"score_spread":0.22636106502738926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993405832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925913,0.0006172033,0.0002560126,0.0023122004,0.00034786455,0.0029388994,0.000629635,0.00027943632,0.000027401216],"genre_scores_gemma":[0.99708164,0.00003692403,0.0010904821,0.0010128862,0.00016493285,0.00028314767,0.000011828524,0.00028472437,0.000033433178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99505824,0.00056280836,0.0006726697,0.0016476604,0.0010561517,0.0010024904],"domain_scores_gemma":[0.9959991,0.00062004855,0.0005818462,0.0018139475,0.0006377951,0.00034726848],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0013216048,0.00084800215,0.0013491597,0.0004000119,0.00018712867,0.00036592266,0.0005932755,0.00082017767,0.00016410352],"category_scores_gemma":[0.0014907192,0.0006798798,0.00013662394,0.0008568754,0.00040861728,0.00018813934,0.00076430914,0.00239207,0.00013556622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028573017,0.0002139158,0.93616194,0.00030247046,0.0007847297,0.0007629893,0.00007567704,0.00005740476,0.061006192,0.000010581006,0.0003349425,0.000003446817],"study_design_scores_gemma":[0.003073238,0.00009160769,0.9827885,0.0018029964,0.00036303044,1.6895393e-7,0.000025953332,0.0038721242,0.0071757725,0.0000022523486,0.00007836418,0.0007259967],"about_ca_topic_score_codex":0.0015083558,"about_ca_topic_score_gemma":0.00015607977,"teacher_disagreement_score":0.05383042,"about_ca_system_score_codex":0.0007532164,"about_ca_system_score_gemma":0.0003414928,"threshold_uncertainty_score":0.99990946},"labels":[],"label_agreement":null},{"id":"W2993660846","doi":"10.21037/jtd.2019.11.44","title":"Obstructive sleep apnoea and open heart surgery: a review of its incidence and impact to patients","year":2019,"lang":"en","type":"review","venue":"Journal of Thoracic Disease","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Western Hospital","funders":"Universiti Malaya","keywords":"Medicine; Obstructive sleep apnea; Incidence (geometry); Hypopnea; Prospective cohort study; Apnea; Physical therapy; Internal medicine; Polysomnography","score_opus":0.07487303136174783,"score_gpt":0.4619698315171634,"score_spread":0.3870968001554156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993660846","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011159305,0.9848629,0.00000439257,0.0002267412,0.00020404688,0.003177239,0.00030635926,0.0000035749497,0.000055391352],"genre_scores_gemma":[0.0023150926,0.9969063,0.00029840585,0.00019280227,0.00012041957,0.000029815415,0.000030487794,0.00006405602,0.000042655756],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.995981,0.0006448513,0.001437786,0.00043272748,0.0011389166,0.00036473665],"domain_scores_gemma":[0.9942607,0.0006888195,0.001519775,0.0005416499,0.0014215824,0.0015674734],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001698365,0.00045495082,0.0042110267,0.0006857607,0.00004667214,0.00008276623,0.0004643606,0.00012365365,0.00016118897],"category_scores_gemma":[0.0059318105,0.00030435369,0.00082013616,0.0007166584,0.00011663937,0.0005259739,0.0007359437,0.00063404365,0.000026389898],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057046127,0.00016541703,0.013239124,0.25688273,0.0005211935,0.00012289168,0.000018262037,8.636635e-8,7.999547e-7,0.0000024817448,0.0005792617,0.7278973],"study_design_scores_gemma":[0.0007277157,0.001013642,0.105041586,0.7598899,0.009077855,0.00075604673,0.00002308609,0.0000053511585,0.000005014716,0.000035123256,0.12280346,0.0006212037],"about_ca_topic_score_codex":0.0000104736255,"about_ca_topic_score_gemma":3.7979717e-7,"teacher_disagreement_score":0.7272761,"about_ca_system_score_codex":0.0003287721,"about_ca_system_score_gemma":0.0010541091,"threshold_uncertainty_score":0.9999409},"labels":[],"label_agreement":null},{"id":"W2994250359","doi":"","title":"Tonsillectomy. A comparative study of dissection/snare vs suction-cautery.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Joseph Brant Hospital","funders":"","keywords":"Tonsillectomy; Medicine; Suction; Dissection (medical); Blood loss; Surgery; Postoperative pain; Anesthesia; Pain control","score_opus":0.06268874332906947,"score_gpt":0.325309148299686,"score_spread":0.2626204049706165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994250359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881422,0.000064635446,0.000061658844,0.00037897422,0.00021591732,0.002283326,0.000004297027,0.000053383596,0.008795609],"genre_scores_gemma":[0.9966438,0.000005853378,0.000040732033,0.000021869973,0.0001398806,0.0012310952,0.0000064522096,0.000016037853,0.0018943254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847597,0.0001110047,0.0002714212,0.00029802666,0.00048822293,0.00035532727],"domain_scores_gemma":[0.99897367,0.00010058023,0.000078193596,0.0003362078,0.0003257029,0.00018562327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020204666,0.00013299067,0.00036242927,0.00026283486,0.000092844755,0.000015981772,0.0000969117,0.000048121114,0.00026576457],"category_scores_gemma":[0.00014145835,0.00011424284,0.00006854782,0.00078777905,0.00010311296,0.00011599501,0.000058273796,0.00022529143,0.000028268625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020648192,0.0029736634,0.9572524,0.00005784905,0.0006525029,0.00015952991,0.004822578,0.000032176016,0.00039537257,0.00006171278,0.00073493243,0.030792492],"study_design_scores_gemma":[0.002738112,0.00046509283,0.9889531,0.000006067831,0.000075852215,0.00016152293,0.004939721,0.00013049637,0.0015323287,0.000023845261,0.0008765512,0.00009731159],"about_ca_topic_score_codex":0.00015185027,"about_ca_topic_score_gemma":0.00018951712,"teacher_disagreement_score":0.031700727,"about_ca_system_score_codex":0.00015581633,"about_ca_system_score_gemma":0.00001770762,"threshold_uncertainty_score":0.46586877},"labels":[],"label_agreement":null},{"id":"W2994718107","doi":"10.1016/j.sleep.2020.12.018","title":"Does neck circumference predict obstructive sleep apnea in children with obesity?","year":2021,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; SickKids Foundation; Children's Hospital of Eastern Ontario; Hospital for Sick Children; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Obesity; Body mass index; Pediatrics; Internal medicine; Hypopnea; Childhood obesity; Apnea; Overweight","score_opus":0.01033029460618803,"score_gpt":0.261570406858761,"score_spread":0.251240112252573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994718107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870364,0.0008559981,0.00091866497,0.0031267847,0.0004730034,0.0011810244,0.000033693832,0.0001482242,0.006226203],"genre_scores_gemma":[0.99644893,0.000076731376,0.0012667924,0.0004924712,0.000811862,0.00009036359,0.00023259703,0.00008085335,0.0004993892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99556375,0.00020595943,0.0006273468,0.00113225,0.0015158667,0.0009548211],"domain_scores_gemma":[0.9973135,0.0001846867,0.00016012586,0.0010853147,0.00066308037,0.00059330487],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039715247,0.00048711995,0.0009927547,0.00048231767,0.00013178002,0.000027225242,0.00034894602,0.00022455478,0.0015840564],"category_scores_gemma":[0.0009062915,0.00028527423,0.00010217054,0.0016454208,0.0008473114,0.00026475315,0.00021999232,0.0011038283,0.00007751131],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034973878,0.00040278325,0.96243066,0.00012417733,0.0004957426,0.0008257264,0.00086224376,0.000014485009,0.0036749837,0.0005034406,0.00006956817,0.030246437],"study_design_scores_gemma":[0.008746548,0.00087281887,0.9786113,0.00037901264,0.0003056493,0.0008093495,0.0016664466,0.0007806401,0.0065734843,0.00063870405,0.00026023271,0.00035582372],"about_ca_topic_score_codex":0.00027664503,"about_ca_topic_score_gemma":0.0001955238,"teacher_disagreement_score":0.029890614,"about_ca_system_score_codex":0.00036839404,"about_ca_system_score_gemma":0.00016723448,"threshold_uncertainty_score":0.99995995},"labels":[],"label_agreement":null},{"id":"W2994747165","doi":"10.1016/j.sleep.2019.11.817","title":"Obstructive sleep apnea screening in high risk patients: missed opportunities for early diagnosis in primary care setting","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Obstructive sleep apnea; Primary care; Medicine; Intensive care medicine; Sleep apnea; Pediatrics; Emergency medicine; Internal medicine; Family medicine","score_opus":0.028144457730059563,"score_gpt":0.27453301377482703,"score_spread":0.24638855604476748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994747165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99072164,0.000803893,0.00031079462,0.0015166369,0.0005990868,0.0034928727,0.00015481807,0.00007736893,0.0023228968],"genre_scores_gemma":[0.99436855,0.0000671659,0.0030520216,0.00060132134,0.00035319547,0.00053382886,0.00080532243,0.000112492475,0.000106089385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958878,0.00026407692,0.00094046484,0.0008489612,0.0010787988,0.0009798802],"domain_scores_gemma":[0.996852,0.0011346776,0.00033564377,0.0006270748,0.00069426576,0.00035632943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008248818,0.00045968159,0.001052518,0.0010892819,0.00011052632,0.000021275226,0.00030911987,0.00025472557,0.0002444535],"category_scores_gemma":[0.0013960084,0.0004059496,0.00014207642,0.00070678856,0.0003071588,0.00034709033,0.000174783,0.0009059822,0.000019682606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086591544,0.0001479368,0.7691768,0.0005915949,0.0001173053,0.00007911708,0.0035959939,0.000034747303,0.00015463388,0.000050942617,0.000053522264,0.22513151],"study_design_scores_gemma":[0.021269182,0.0016812034,0.95672035,0.0009348693,0.00017067324,0.0000051285288,0.016696028,0.0010318249,0.0005712664,0.00013330061,0.00041881812,0.0003673703],"about_ca_topic_score_codex":0.0013512236,"about_ca_topic_score_gemma":0.000101738464,"teacher_disagreement_score":0.22476414,"about_ca_system_score_codex":0.00068581116,"about_ca_system_score_gemma":0.00006979689,"threshold_uncertainty_score":0.99983925},"labels":[],"label_agreement":null},{"id":"W2994852050","doi":"10.5664/jcsm.8124","title":"Long-term effects of cardiac rehabilitation on sleep apnea severity in patients with coronary artery disease","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Women's College Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Rehabilitation; Medicine; Coronary artery disease; Gerontology; Physical therapy; Psychiatry","score_opus":0.022097468313248922,"score_gpt":0.3443473185429833,"score_spread":0.32224985022973435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994852050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990482,0.000324347,0.00016557888,0.007271352,0.0006664462,0.000986002,0.000008503437,0.000011029086,0.0000847722],"genre_scores_gemma":[0.9976032,0.000042072457,0.00033885127,0.0010147576,0.0009351194,0.0000072051052,0.000020969403,0.0000332311,0.0000045941224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99500906,0.00067196385,0.0018948885,0.00035745758,0.0017615757,0.00030507345],"domain_scores_gemma":[0.99322814,0.0036557992,0.00083319587,0.00036376785,0.0007893137,0.0011298045],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0015088841,0.00024329167,0.0015552301,0.00024145376,0.000026861846,0.0000046290093,0.0002121923,0.0001432348,0.00009565384],"category_scores_gemma":[0.013470584,0.00015610263,0.00033473194,0.00046531306,0.0005932461,0.00018160905,0.00006315591,0.0011992529,0.000010455711],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02547592,0.0016165026,0.8639811,0.00071251544,0.00035689282,0.0004897073,0.00024136879,0.0000128546635,0.00007543118,0.0000075513385,0.00012873774,0.106901385],"study_design_scores_gemma":[0.016917093,0.027938537,0.95316184,0.0009531652,0.00048583263,0.000005965355,0.000056145956,0.00023167493,0.00005052799,0.000033723514,0.00004398721,0.00012149998],"about_ca_topic_score_codex":0.0000027977337,"about_ca_topic_score_gemma":0.0000010360151,"teacher_disagreement_score":0.10677988,"about_ca_system_score_codex":0.00012017282,"about_ca_system_score_gemma":0.000097067226,"threshold_uncertainty_score":0.9948394},"labels":[],"label_agreement":null},{"id":"W2994963004","doi":"10.1016/j.sleep.2019.11.514","title":"Exposure to air pollution is associated with lower sleep duration and higher odds of snoring and suspected osa in China","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Odds; China; Duration (music); Odds ratio; Medicine; Sleep (system call); Air pollution; Environmental health; Demography; Pediatrics; Internal medicine; Geography; Logistic regression; Sociology; Computer science; Art","score_opus":0.008595940727399831,"score_gpt":0.2577878335904918,"score_spread":0.24919189286309196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994963004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899739,0.0003359251,0.00007792392,0.006722626,0.00019300092,0.0008451485,0.000007004129,0.00003446921,0.0018099792],"genre_scores_gemma":[0.9989174,0.000017843917,0.00009246954,0.00030832554,0.00011921762,0.000013745156,0.00002915881,0.00002868078,0.00047313323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982077,0.00007640728,0.0003906762,0.00038637719,0.00061961514,0.00031926396],"domain_scores_gemma":[0.99912435,0.00006579007,0.00012825364,0.00027054118,0.0002088713,0.00020217629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045985423,0.00019280685,0.000497237,0.00041608987,0.00003644989,0.000005585783,0.000059147205,0.00012341418,0.00044447236],"category_scores_gemma":[0.0003120517,0.00014202355,0.000020532514,0.000755752,0.00016620758,0.00012912998,0.000059493213,0.00028930328,0.0000068595914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001948184,0.00025504903,0.8472353,0.00023560741,0.0002927286,0.00010733766,0.003971388,0.000026173522,0.13235351,0.00052766595,0.00013226818,0.012914741],"study_design_scores_gemma":[0.007414414,0.0027786985,0.9844358,0.0004420875,0.00008816698,0.000022748267,0.00041480068,0.0004422509,0.0037153359,0.00004511491,0.00006575527,0.0001348466],"about_ca_topic_score_codex":0.00023853527,"about_ca_topic_score_gemma":0.000099888144,"teacher_disagreement_score":0.13720043,"about_ca_system_score_codex":0.00017985208,"about_ca_system_score_gemma":0.000018651284,"threshold_uncertainty_score":0.5791552},"labels":[],"label_agreement":null},{"id":"W2995022687","doi":"10.1016/s2213-2600(19)30416-3","title":"Estimating the hidden burden of obstructive sleep apnoea: challenges and pitfalls","year":2019,"lang":"en","type":"letter","venue":"The Lancet Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Medicine; Population; Ethnic group; Body mass index; MEDLINE; Developing country; Scopus; Gerontology; Demography; Environmental health; Pathology","score_opus":0.08029242776569871,"score_gpt":0.3329240626199142,"score_spread":0.25263163485421547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995022687","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03723534,0.047139127,0.000027900487,0.89662325,0.0014667413,0.0023064325,0.00004583285,0.000094010924,0.015061337],"genre_scores_gemma":[0.13724263,0.002687387,0.0015412122,0.6805317,0.17446776,0.00044850135,0.00015910501,0.00062354817,0.002298155],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950642,0.0007850976,0.00078015757,0.00077903835,0.0017471358,0.0008443492],"domain_scores_gemma":[0.994105,0.0023889565,0.0006762376,0.002221497,0.00050040963,0.00010788798],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002242818,0.0006066848,0.0019818335,0.0002756346,0.00017223672,0.000018934143,0.0010455305,0.0006194729,0.00020402062],"category_scores_gemma":[0.0018171113,0.00029529596,0.00015219607,0.00028642223,0.0023469382,0.000083736755,0.00045213618,0.004122613,0.000056553785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089132274,0.00004848431,0.0018047864,0.008426524,0.0028482447,0.00090607896,0.01573343,0.000025556363,0.0052267904,0.0013455476,0.7687385,0.19400474],"study_design_scores_gemma":[0.008127389,0.002247485,0.030580148,0.0034168216,0.0017547524,0.00050759176,0.0035576194,0.0012127444,0.00048680435,0.002421892,0.944869,0.0008177653],"about_ca_topic_score_codex":0.00010157374,"about_ca_topic_score_gemma":0.000006341215,"teacher_disagreement_score":0.21609157,"about_ca_system_score_codex":0.00015769262,"about_ca_system_score_gemma":0.0001139473,"threshold_uncertainty_score":0.99994993},"labels":[],"label_agreement":null},{"id":"W2995059337","doi":"10.1016/j.sleep.2019.11.133","title":"Predicting CPAP failure in patients with suspected sleep hypoventilation","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Hypoventilation; Medicine; Sleep (system call); Anesthesia; Intensive care medicine; Internal medicine; Respiratory system; Computer science","score_opus":0.007163097257623575,"score_gpt":0.24618788867555705,"score_spread":0.23902479141793348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995059337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99029034,0.000076571276,0.00010961346,0.001353458,0.00032966866,0.0017675732,0.0000062156587,0.00011344027,0.00595314],"genre_scores_gemma":[0.9984564,0.0000023059008,0.00042687205,0.0001635111,0.00028792318,0.000028429335,0.00023664,0.0000631228,0.00033478334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969029,0.00008455587,0.0004917937,0.0005748264,0.0013506174,0.00059534126],"domain_scores_gemma":[0.9984155,0.000132033,0.00016508049,0.0005778568,0.00045110218,0.0002584045],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040366314,0.0002805626,0.00055961235,0.00056661986,0.000055969118,0.00001205678,0.00016268175,0.00014504178,0.0018973362],"category_scores_gemma":[0.0004033485,0.0002026987,0.000051274692,0.0010435883,0.00017195416,0.0002281162,0.000078387246,0.00063443946,0.00018726189],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001048128,0.00024686212,0.9896974,0.0001274185,0.00010949939,0.000034591005,0.00040955123,0.000036222402,0.0018241034,0.00012296019,0.0000734716,0.006269776],"study_design_scores_gemma":[0.016524296,0.0018279252,0.9764229,0.00035564863,0.00010018388,0.000010834819,0.00052882935,0.0032587082,0.00040188106,0.00004337591,0.00034088863,0.00018452632],"about_ca_topic_score_codex":0.00009742373,"about_ca_topic_score_gemma":0.00013222217,"teacher_disagreement_score":0.015476168,"about_ca_system_score_codex":0.00033718292,"about_ca_system_score_gemma":0.000031341347,"threshold_uncertainty_score":0.9990151},"labels":[],"label_agreement":null},{"id":"W2995112897","doi":"10.1016/j.sleep.2019.12.015","title":"Predictors of adherence to positive airway pressure therapy in children: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Meta-analysis; CINAHL; Odds ratio; Psychosocial; MEDLINE; Systematic review; Positive airway pressure; Confidence interval; Internal medicine; Physical therapy; Obstructive sleep apnea; Psychological intervention; Psychiatry","score_opus":0.05810559560080969,"score_gpt":0.3707898004970564,"score_spread":0.3126842048962467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995112897","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007752286,0.9821695,0.000040325325,0.0009763434,0.000037332287,0.016225155,0.00033046462,0.000032017353,0.0001810983],"genre_scores_gemma":[0.00055780425,0.99671173,0.00008345194,0.000670682,0.00010307285,0.0013349206,0.00022977113,0.000079759295,0.00022882737],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9935891,0.0012095976,0.0022593748,0.0010876253,0.001398814,0.0004554832],"domain_scores_gemma":[0.9963135,0.000544415,0.0009418441,0.0011923157,0.00041634945,0.0005915574],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014800321,0.0008438467,0.019093847,0.0012314206,0.00003256904,0.000009549575,0.0005435556,0.00027822625,0.0010127221],"category_scores_gemma":[0.0017567512,0.00047085935,0.0017277149,0.0043060603,0.00030674855,0.00006327651,0.00021301629,0.00090055284,0.00002721792],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002899836,0.00009909715,0.0001976127,0.6465201,0.33651528,0.000045083056,0.00027072916,2.6792105e-7,8.3834124e-7,0.000016553178,0.00009472048,0.016210737],"study_design_scores_gemma":[0.0007277005,0.0019070134,0.00019915545,0.08522167,0.9082845,0.00009663,0.000033739438,0.0000058719506,0.000002385026,0.000001717673,0.0032250762,0.00029455926],"about_ca_topic_score_codex":0.0001386915,"about_ca_topic_score_gemma":0.000010947997,"teacher_disagreement_score":0.5717692,"about_ca_system_score_codex":0.000113171336,"about_ca_system_score_gemma":0.00011288944,"threshold_uncertainty_score":0.99990046},"labels":[],"label_agreement":null},{"id":"W2995354779","doi":"10.1016/j.sleep.2019.11.390","title":"Random forest analysis of tracheal breathing sounds for predicting obstructive sleep apnea","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Statistics Canada","funders":"","keywords":"Obstructive sleep apnea; Medicine; Breathing; Apnea; Sleep and breathing; Sleep apnea; Sleep (system call); Audiology; Anesthesia; Computer science","score_opus":0.018222635775185642,"score_gpt":0.3060795482609508,"score_spread":0.28785691248576517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995354779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95942444,0.0006000443,0.029875098,0.0009480631,0.0006999964,0.0023284378,0.000086433676,0.000106634274,0.0059308656],"genre_scores_gemma":[0.99585557,0.000008265422,0.0024780617,0.00015660368,0.00064414134,0.000115559276,0.00035625935,0.000076323224,0.00030919776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959845,0.00012890989,0.0010459663,0.00078044663,0.0012727128,0.0007874729],"domain_scores_gemma":[0.9960285,0.0014591056,0.0004421738,0.0008386347,0.0008313028,0.0004003061],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015384068,0.00039568517,0.0018154264,0.0013417628,0.00013920368,0.000014796031,0.00031483863,0.00024485256,0.00067850325],"category_scores_gemma":[0.0016228735,0.00031087268,0.0005825527,0.0019611793,0.00048008034,0.00020943381,0.00010169954,0.0005491243,0.00001602867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040779784,0.00025285975,0.9181707,0.00076298334,0.008069175,0.00003379128,0.004332015,0.0012237803,0.016793307,0.00090283883,0.000036570385,0.045343988],"study_design_scores_gemma":[0.031709176,0.0025289853,0.54206306,0.00021890437,0.011435682,0.00009049662,0.006520591,0.40155992,0.0026039875,0.00050936424,0.00033697643,0.00042286774],"about_ca_topic_score_codex":0.00026056104,"about_ca_topic_score_gemma":0.000060697097,"teacher_disagreement_score":0.40033615,"about_ca_system_score_codex":0.0002598491,"about_ca_system_score_gemma":0.000042989104,"threshold_uncertainty_score":0.9999343},"labels":[],"label_agreement":null},{"id":"W2995488717","doi":"10.1016/j.sleep.2019.11.759","title":"Impact of obstructive sleep apnea on cerebrovascular health as measured by MRI in obese children","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Obstructive sleep apnea; Medicine; Obesity; Cardiology; Sleep (system call); Sleep apnea; Internal medicine","score_opus":0.012186977356095032,"score_gpt":0.31376370114267327,"score_spread":0.30157672378657824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995488717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98914033,0.0018098376,0.00012260753,0.0023000338,0.00033891623,0.0025828416,0.00005793598,0.00006612152,0.0035813556],"genre_scores_gemma":[0.99850476,0.00012885919,0.0001461658,0.00041623166,0.00024799813,0.00003607771,0.00025153166,0.00009729607,0.00017106341],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946632,0.0004092025,0.00092566625,0.0009097708,0.0020832696,0.001008884],"domain_scores_gemma":[0.9970374,0.00022744504,0.00034257455,0.0012878774,0.000400029,0.0007046527],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001355003,0.0005190923,0.0015841895,0.00085992255,0.00006037752,0.000008359408,0.0003970321,0.00025545066,0.0019430695],"category_scores_gemma":[0.0007565537,0.00038361587,0.00035966712,0.0013952927,0.0004332622,0.00014654481,0.000112002475,0.0011184245,0.00031981597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014094497,0.0009159214,0.94347054,0.00025128468,0.0012524284,0.000022218926,0.0017738905,0.0001268814,0.013125168,0.00022411774,0.0011747614,0.036253333],"study_design_scores_gemma":[0.016054433,0.008170017,0.9698773,0.00048395293,0.00011588054,0.00010306579,0.00069080666,0.00074075774,0.0031160486,0.00016069025,0.00016326955,0.00032379842],"about_ca_topic_score_codex":0.0041353106,"about_ca_topic_score_gemma":0.0000460263,"teacher_disagreement_score":0.035929535,"about_ca_system_score_codex":0.001128272,"about_ca_system_score_gemma":0.0001863991,"threshold_uncertainty_score":0.9998616},"labels":[],"label_agreement":null},{"id":"W2995520217","doi":"10.23804/ejpd.2017.18.04.05","title":"Pharyngeal airway changes in pre-pubertal children with Class II malocclusion after Fränkel-2 treatment.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Malocclusion; Sagittal plane; Medicine; Multivariate analysis of variance; Cephalometry; Airway; Intraclass correlation; Dentistry; Orthodontics; Surgery; Mathematics; Anatomy","score_opus":0.01744598500021185,"score_gpt":0.26865701621574384,"score_spread":0.251211031215532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995520217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98706555,0.00016741129,0.00000306633,0.0041197073,0.00011798131,0.0026077963,0.000038297432,0.00004732264,0.00583286],"genre_scores_gemma":[0.9921781,0.000045068195,0.00007795591,0.00010594763,0.00037576276,0.003139331,0.000044294546,0.00004865433,0.003984904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805146,0.000050717554,0.00015645241,0.000501901,0.0004765205,0.0007629362],"domain_scores_gemma":[0.9987109,0.000025225776,0.00009363922,0.00078773475,0.0000686006,0.0003139017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019135744,0.00025178035,0.00036234796,0.0002144774,0.0002661875,0.00006837179,0.00023924957,0.000122040125,0.00019070863],"category_scores_gemma":[0.00009221816,0.0001743865,0.00006599808,0.00010620507,0.00023919482,0.00024404639,0.00028232665,0.00024314078,0.000024095756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016139867,0.00038906536,0.742703,0.000017089274,0.00016816679,0.00016437509,0.00042784482,4.0711862e-7,0.00018197362,0.000009086231,0.000040863637,0.25428414],"study_design_scores_gemma":[0.0060973535,0.00059914053,0.9858911,0.000023619681,0.000087273824,0.00007908055,0.000019319848,0.00005307893,0.0060920124,0.000008958196,0.00087149534,0.0001775856],"about_ca_topic_score_codex":0.0006807001,"about_ca_topic_score_gemma":0.003877644,"teacher_disagreement_score":0.25410655,"about_ca_system_score_codex":0.00037116164,"about_ca_system_score_gemma":0.000031346004,"threshold_uncertainty_score":0.7111275},"labels":[],"label_agreement":null},{"id":"W2995689084","doi":"10.2147/nss.s234703","title":"&lt;p&gt;Autonomic Arousals as Surrogates for Cortical Arousals Caused by Respiratory Events: A Methodological Optimization Study in the Diagnosis of Sleep Breathing Disorders&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Polysomnography; Arousal; Respiratory disturbance index; Hypopnea; Heart rate variability; Apnea; Anesthesia; Obstructive sleep apnea; Heart rate; Cardiology; Audiology; Internal medicine; Blood pressure; Psychology; Neuroscience","score_opus":0.03819922481823353,"score_gpt":0.3631231424853514,"score_spread":0.32492391766711787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995689084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947877,0.0011586946,0.0006134446,0.0006808824,0.00013992339,0.0022884114,0.000023527884,0.000016854769,0.00029056158],"genre_scores_gemma":[0.99721235,0.000061435116,0.002329354,0.00020191229,0.000032361357,0.0001260586,0.000007911911,0.000016785973,0.000011805546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680007,0.0005191464,0.00055707665,0.00064932386,0.0010098871,0.0004644939],"domain_scores_gemma":[0.99633676,0.0025201554,0.00022430906,0.00045219847,0.0003359368,0.00013062656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057975603,0.0002094002,0.0006201431,0.00036752358,0.00015513599,0.000038993756,0.0004968984,0.00026831683,0.000047213372],"category_scores_gemma":[0.004454566,0.00013932507,0.00010086772,0.00097401877,0.0006491946,0.0003220045,0.00015204462,0.00055849407,0.0000024724113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009465982,0.002367923,0.7842724,0.00018977666,0.00017495362,0.000014133736,0.003629919,0.0017559332,0.1929675,0.0026518083,0.00006555873,0.010963518],"study_design_scores_gemma":[0.011623578,0.008993646,0.8881386,0.00022332485,0.0003924635,0.00002605113,0.0055943117,0.042463936,0.039738752,0.0019097031,0.00028228678,0.00061335304],"about_ca_topic_score_codex":0.000023896884,"about_ca_topic_score_gemma":0.000036054258,"teacher_disagreement_score":0.15322876,"about_ca_system_score_codex":0.00010669827,"about_ca_system_score_gemma":0.00009756472,"threshold_uncertainty_score":0.5681511},"labels":[],"label_agreement":null},{"id":"W2995740650","doi":"10.1016/j.sleep.2019.11.036","title":"Craniofacial characteristics of syndromic patients with obstructive sleep apnea","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Craniofacial; Medicine; Sleep apnea; Pediatrics; Internal medicine; Psychiatry","score_opus":0.007926072861531849,"score_gpt":0.24756409334054758,"score_spread":0.23963802047901572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995740650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920758,0.000046474503,0.00032442962,0.00035257518,0.00082269404,0.0014304288,0.000069911184,0.00005847927,0.004819193],"genre_scores_gemma":[0.998527,0.0000055171195,0.00046873154,0.00015640463,0.00029239792,0.00002152661,0.00021757287,0.000074105614,0.00023676913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968329,0.00007361802,0.00062410824,0.00055143854,0.0013595648,0.00055838696],"domain_scores_gemma":[0.99759215,0.00014824737,0.00032047884,0.0007310818,0.00086548284,0.0003425404],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025325143,0.00035296628,0.0010345338,0.00036855764,0.00005928908,0.0000069439034,0.00025121318,0.0001609529,0.0021481214],"category_scores_gemma":[0.00035471274,0.00024996288,0.00009872523,0.0005575464,0.000627651,0.00014903849,0.0001061364,0.0005075776,0.00023125502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017385008,0.00033816393,0.9540785,0.00036079317,0.00040993982,0.000050395818,0.00061407115,0.0000016670562,0.0053668953,0.00035645635,0.000034965666,0.036649648],"study_design_scores_gemma":[0.0107204355,0.0028198524,0.98356444,0.00021322099,0.000305673,0.000042253454,0.00040678857,0.0003806035,0.0008859477,0.00005255751,0.00036665858,0.00024156838],"about_ca_topic_score_codex":0.00005153811,"about_ca_topic_score_gemma":0.0000021606131,"teacher_disagreement_score":0.036408078,"about_ca_system_score_codex":0.00018952724,"about_ca_system_score_gemma":0.000046083293,"threshold_uncertainty_score":0.99999523},"labels":[],"label_agreement":null},{"id":"W2996106727","doi":"10.1016/j.sleep.2019.11.838","title":"Obstructive sleep apnea (OSA) as a predictor of oxidative stress","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Oxidative stress; Medicine; Sleep apnea; Sleep (system call); Cardiology; Internal medicine; Computer science","score_opus":0.01485531992174433,"score_gpt":0.296186879671724,"score_spread":0.2813315597499797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996106727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94984645,0.0006869946,0.00058812456,0.0017885934,0.0010562445,0.0020108987,0.0001079578,0.00012119842,0.04379355],"genre_scores_gemma":[0.99616003,0.000026124831,0.0009921143,0.0002794183,0.0006438047,0.00006365402,0.00017150532,0.00008623141,0.0015771085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955437,0.00018087887,0.00079866144,0.00082269235,0.0018837999,0.00077025045],"domain_scores_gemma":[0.99651533,0.00047369854,0.0003703835,0.0011233414,0.0009304774,0.0005867432],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000510111,0.00045578013,0.0011985837,0.0005999183,0.00007077534,0.000009318615,0.00043616357,0.00025053415,0.006203367],"category_scores_gemma":[0.001292056,0.00035115163,0.00019608479,0.00095026573,0.0009787057,0.00023687085,0.00023942378,0.00076459366,0.0005660227],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048875036,0.0012676948,0.5768772,0.0018287904,0.0029408853,0.0004129102,0.008990118,0.000054061227,0.31144565,0.01323246,0.000813765,0.07724899],"study_design_scores_gemma":[0.040773027,0.014563272,0.59735954,0.0018263311,0.0016647626,0.00052521855,0.025062263,0.0060645062,0.30291873,0.003925159,0.004015271,0.0013019248],"about_ca_topic_score_codex":0.00022007868,"about_ca_topic_score_gemma":0.000010212493,"teacher_disagreement_score":0.07594707,"about_ca_system_score_codex":0.0002591312,"about_ca_system_score_gemma":0.000091860966,"threshold_uncertainty_score":0.999894},"labels":[],"label_agreement":null},{"id":"W2996110901","doi":"10.1016/j.sleep.2019.11.327","title":"Urinary matrix metalloproteinase-2 (MMP-2) activity in patients with obstructive sleep apnea","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Hotchkiss Brain Institute; Ontario Brain Institute; Foothills Medical Centre; Canadian Sleep & Circadian Network; University of Saskatchewan; CARE Canada","funders":"","keywords":"Obstructive sleep apnea; Matrix metalloproteinase 9; Matrix metalloproteinase; Medicine; Urinary system; Internal medicine; Urology","score_opus":0.00998247925138671,"score_gpt":0.2727358409218537,"score_spread":0.262753361670467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996110901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872551,0.00026669423,0.00020640621,0.0011622473,0.0004526688,0.0032864544,0.000019263129,0.0001146727,0.0072364737],"genre_scores_gemma":[0.99760133,0.000005463179,0.0009152616,0.00015774166,0.00024649382,0.00011810176,0.000094539784,0.00010744623,0.0007536024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99548143,0.00021235786,0.00052322337,0.0010050653,0.0018148314,0.0009630948],"domain_scores_gemma":[0.99749535,0.00020090365,0.00023631631,0.0011076396,0.00047831525,0.0004814466],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056730903,0.00054220355,0.0011461263,0.0007842984,0.0000856448,0.000015160884,0.0003352178,0.0002274737,0.0019861022],"category_scores_gemma":[0.00032288657,0.0003878747,0.00012200005,0.0012661824,0.0005179884,0.00041382492,0.00022060407,0.0010824754,0.00039690605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006757623,0.0013643564,0.9405132,0.00041676319,0.00047795242,0.00034996515,0.00050709234,0.000023057723,0.006959167,0.00031445624,0.00003357892,0.042282782],"study_design_scores_gemma":[0.02040456,0.0055069868,0.9685781,0.00022858597,0.00021583171,0.00005530561,0.0004690857,0.00089961616,0.0026218651,0.00012873957,0.00047429942,0.0004170519],"about_ca_topic_score_codex":0.00021750522,"about_ca_topic_score_gemma":0.000017108316,"teacher_disagreement_score":0.041865733,"about_ca_system_score_codex":0.0005646824,"about_ca_system_score_gemma":0.000059675724,"threshold_uncertainty_score":0.9998573},"labels":[],"label_agreement":null},{"id":"W2996147458","doi":"10.1016/j.sleep.2019.11.722","title":"Cpap therapy is not needed in every obese sleep apnea patient awaiting bariatric surgery: results of a 1089 patients cohort study","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Sleep apnea; Obstructive sleep apnea; Obesity; Cohort; Obesity Surgery; Surgery; Anesthesia; Internal medicine; Weight loss; Gastric bypass","score_opus":0.02104116971325804,"score_gpt":0.2841299477258617,"score_spread":0.26308877801260366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996147458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98966074,0.000373993,0.0000095588075,0.0011714912,0.0010300957,0.0051863263,0.000047887006,0.00006781452,0.002452067],"genre_scores_gemma":[0.99822015,0.000069542715,0.000059239243,0.00083286397,0.00028587008,0.0001346394,0.00016546746,0.00009709648,0.0001351303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99262255,0.00051486207,0.0019813604,0.0010944791,0.0028334947,0.000953229],"domain_scores_gemma":[0.9954174,0.0012165939,0.0006583225,0.0013322779,0.00096182333,0.00041357067],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025470145,0.00053642533,0.0017692833,0.0015422704,0.00008045983,0.000014588642,0.00034304927,0.00022241253,0.0007704254],"category_scores_gemma":[0.0022947048,0.00041559988,0.0002320129,0.0022164336,0.00022920473,0.00021042657,0.00023062208,0.0007762895,0.00012034014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049839923,0.0023355018,0.93158513,0.00015266359,0.0004309903,0.000088803834,0.005103084,0.000011529497,0.0018843276,0.0000056061276,0.00062020763,0.052798178],"study_design_scores_gemma":[0.025461897,0.0044406583,0.9587509,0.00026415693,0.00016858881,0.000008066826,0.005771271,0.0015070407,0.002963632,0.000012176704,0.00029774732,0.00035386434],"about_ca_topic_score_codex":0.002317063,"about_ca_topic_score_gemma":0.000043049262,"teacher_disagreement_score":0.052444313,"about_ca_system_score_codex":0.0004070713,"about_ca_system_score_gemma":0.00010151789,"threshold_uncertainty_score":0.9998296},"labels":[],"label_agreement":null},{"id":"W2996209258","doi":"10.1016/j.sleep.2019.11.1172","title":"Predicting central apnea index ≥5 in chronic pain patients on opioids","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network; University of Toronto; St Joseph's Health Care; Western University; Women's College Hospital","funders":"","keywords":"Medicine; Index (typography); Central sleep apnea; Chronic pain; Apnea; Anesthesia; Internal medicine; Physical therapy; Polysomnography; Computer science; World Wide Web","score_opus":0.01038650898035987,"score_gpt":0.2750792921782547,"score_spread":0.26469278319789485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996209258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98515683,0.00022180485,0.00014915128,0.0013230955,0.0008835316,0.00155108,0.00000702544,0.000086486616,0.010620998],"genre_scores_gemma":[0.99764836,0.000015899957,0.000035646943,0.00079693354,0.00084933295,0.00004011069,0.00011660873,0.000060036797,0.0004370871],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963437,0.00023471932,0.00055035594,0.00060794357,0.001285475,0.0009778462],"domain_scores_gemma":[0.99839056,0.00032270094,0.000117485746,0.0006080666,0.00016322198,0.00039794424],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010307201,0.0003006926,0.0005800869,0.0005440926,0.000051660358,0.0000092521905,0.00023347171,0.00018023323,0.0015853568],"category_scores_gemma":[0.0011183181,0.00023592348,0.00008034681,0.00068079797,0.00019880402,0.00010893376,0.0001034766,0.0009025551,0.00024871939],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043913384,0.00024287186,0.924984,0.0002326237,0.00006321486,0.000052008505,0.00046601216,0.000081100756,0.0013783248,0.00010641479,0.00022853563,0.071725756],"study_design_scores_gemma":[0.013243886,0.0037432062,0.94769,0.0006266581,0.000034961384,0.0000056161384,0.000468778,0.031876918,0.00048333663,0.000045709217,0.0015808627,0.00020003889],"about_ca_topic_score_codex":0.00026628925,"about_ca_topic_score_gemma":0.000061911254,"teacher_disagreement_score":0.07152572,"about_ca_system_score_codex":0.0012896438,"about_ca_system_score_gemma":0.000100072815,"threshold_uncertainty_score":0.9993273},"labels":[],"label_agreement":null},{"id":"W2996295034","doi":"10.1109/iemcon.2019.8936154","title":"Probabilistic Modelling of Sleep Stage and Apneaic Events in the University College of Dublin Database (UCDDB)","year":2019,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polysomnogram; Sleep Stages; Sleep (system call); Sleep onset; Cohort; Obstructive sleep apnea; Non-rapid eye movement sleep; Apnea; Audiology; Psychology; Computer science; Medicine; Eye movement; Artificial intelligence; Polysomnography; Internal medicine; Insomnia; Psychiatry","score_opus":0.037183832859660926,"score_gpt":0.27071665710309495,"score_spread":0.23353282424343402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996295034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950897,0.000033315548,0.002161256,0.0001340149,0.00001894109,0.00094844244,0.00024565792,0.000005441969,0.0013632391],"genre_scores_gemma":[0.99801636,0.000008384883,0.001104162,0.000011189039,0.000005177115,0.0000011002926,0.000014570453,0.0000067728615,0.0008323131],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989959,0.00012110813,0.00017461323,0.00019182765,0.0003626604,0.00015390615],"domain_scores_gemma":[0.99918723,0.00022307683,0.000057207195,0.00036207165,0.00011945564,0.0000509601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005465033,0.000075617056,0.00022329591,0.00017127937,0.000018299457,7.656126e-7,0.00014629171,0.000039880168,0.0002224622],"category_scores_gemma":[0.00007741006,0.000054030053,0.000031200136,0.0003825862,0.00010978516,0.00010112981,0.00010934346,0.00016041652,0.0000071648287],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042208927,0.0025131083,0.7952251,0.0059688897,0.0003505097,0.00020651925,0.003310361,0.009589139,0.031310488,0.14583877,0.000080139725,0.0013861288],"study_design_scores_gemma":[0.007112824,0.00053808076,0.07695602,0.00015771636,0.00008473758,0.000016293283,0.009035453,0.9023294,0.0031261903,0.00031747503,0.00016947716,0.00015637226],"about_ca_topic_score_codex":0.00028180316,"about_ca_topic_score_gemma":0.000057883903,"teacher_disagreement_score":0.89274025,"about_ca_system_score_codex":0.000055909593,"about_ca_system_score_gemma":0.00003960549,"threshold_uncertainty_score":0.24358052},"labels":[],"label_agreement":null},{"id":"W2996303821","doi":"10.1080/24745332.2019.1684856","title":"Opioid use and initiation of positive airway pressure treatment in adults referred for sleep disorder assessment: An explanatory population-based study","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bruyère; University of Ottawa; Sunnybrook Health Science Centre; Ottawa Hospital; Institute for Work & Health; University of Toronto; St. Michael's Hospital","funders":"Institute of Chemical and Engineering Sciences; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Opioid; Anesthesia; Opioid use disorder; Population; Medical prescription; Positive airway pressure; Internal medicine; Pharmacology; Obstructive sleep apnea","score_opus":0.03249773150478635,"score_gpt":0.34943743193223625,"score_spread":0.3169397004274499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996303821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942211,0.0036720254,0.000086788874,0.0003627098,0.00015588039,0.0012430372,0.00019525844,0.0000031736674,0.0000600409],"genre_scores_gemma":[0.9992791,0.0000055823903,0.0001906273,0.00027264384,0.00012940569,0.000025703444,0.00006901526,0.000024084415,0.00000384333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982344,0.00026364185,0.0005563371,0.00027297993,0.0003873624,0.00028529906],"domain_scores_gemma":[0.99728286,0.0005822023,0.00012059296,0.00020884152,0.0010394427,0.0007660583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004075903,0.00018604302,0.00057691464,0.0006906036,0.00008204517,0.000021670217,0.00007075097,0.00012019226,0.000065350076],"category_scores_gemma":[0.00085314945,0.00014708647,0.000053495813,0.00016920667,0.00016759937,0.00032338966,0.0000075695366,0.00025976874,2.1697845e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007588943,0.00016319219,0.9814843,0.00043452033,0.000094541196,0.00015913585,0.0027241658,0.00002311059,0.00020810422,0.00021496236,0.0000065669724,0.013728503],"study_design_scores_gemma":[0.011107534,0.018908238,0.9568733,0.0004499744,0.00037563065,0.000013707051,0.010989653,0.0006950835,0.00008943036,0.00003227369,0.00033259753,0.00013259228],"about_ca_topic_score_codex":0.0038578992,"about_ca_topic_score_gemma":0.019742133,"teacher_disagreement_score":0.024611017,"about_ca_system_score_codex":0.00029629515,"about_ca_system_score_gemma":0.00043094598,"threshold_uncertainty_score":0.99814504},"labels":[],"label_agreement":null},{"id":"W2996549406","doi":"10.1016/j.sleep.2019.11.1219","title":"Mechanism of excessive wake time when associated with obstructive sleep apnea and/or movement disorders","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Obstructive sleep apnea; Wake; Mechanism (biology); Medicine; Physical medicine and rehabilitation; Sleep apnea; Movement (music); Apnea; Cardiology; Audiology; Internal medicine; Mechanics; Physics; Acoustics","score_opus":0.009764903415286914,"score_gpt":0.2536241225258531,"score_spread":0.24385921911056618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996549406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98125553,0.00035777013,0.0012626079,0.0033717907,0.0003226916,0.0023512982,0.000047101053,0.00010376381,0.010927466],"genre_scores_gemma":[0.9957413,0.00003223876,0.0006264864,0.00054956356,0.00012930576,0.0000641151,0.000107182874,0.00008214652,0.0026676492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966087,0.00014160339,0.00054984697,0.0006751068,0.0013922685,0.00063251663],"domain_scores_gemma":[0.9977626,0.0004050084,0.00036936937,0.00059821754,0.0004920956,0.00037271425],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005251045,0.00040828835,0.0010342125,0.00038229604,0.000081393526,0.0000095148425,0.00023284784,0.00018692938,0.0035174794],"category_scores_gemma":[0.0006053531,0.00026087472,0.00008052755,0.00053113606,0.0006249727,0.00016860304,0.00017151423,0.00046752326,0.00007034831],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017330835,0.0033777303,0.34548035,0.0024751853,0.013136621,0.0007175873,0.028136076,0.00007741934,0.27632147,0.022333056,0.001246758,0.2893669],"study_design_scores_gemma":[0.12112325,0.049152043,0.62463385,0.004481349,0.0047060368,0.00019191402,0.03224321,0.05266476,0.05775151,0.048859604,0.0011443553,0.0030481396],"about_ca_topic_score_codex":0.000151572,"about_ca_topic_score_gemma":0.000060215672,"teacher_disagreement_score":0.28631875,"about_ca_system_score_codex":0.0002317037,"about_ca_system_score_gemma":0.000056349785,"threshold_uncertainty_score":0.9999843},"labels":[],"label_agreement":null},{"id":"W2997358416","doi":"10.1016/j.sleep.2019.12.010","title":"The McGill score as a screening test for obstructive sleep disordered breathing in children with co-morbidities","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Predictive value; Polysomnography; Cardiorespiratory fitness; Pediatrics; Sleep medicine; Obstructive lung disease; Physical therapy; Internal medicine; Pulmonary disease; Sleep disorder; Apnea; Psychiatry","score_opus":0.019242045598103226,"score_gpt":0.29772072473052835,"score_spread":0.27847867913242513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997358416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862855,0.00078599085,0.00040529054,0.0037686063,0.00020675657,0.003963093,0.00014558676,0.00010100359,0.004338158],"genre_scores_gemma":[0.9969506,0.00005134521,0.0009674505,0.00041846954,0.00039454518,0.00025564266,0.00019144322,0.00010510476,0.00066539564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967939,0.00008893376,0.00050602714,0.00068733713,0.0010421902,0.00088159146],"domain_scores_gemma":[0.99715513,0.0013070968,0.00020046753,0.00071885705,0.00035706628,0.00026136165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007533243,0.00040278622,0.00070081855,0.00034460664,0.0003873943,0.000023632672,0.00036694616,0.0001396947,0.00023624554],"category_scores_gemma":[0.0014637858,0.00024128352,0.00010361802,0.0006022828,0.00073300366,0.00021673639,0.000105673396,0.0007149598,0.00005035025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014138592,0.00012946823,0.9299802,0.00012595767,0.00049905933,0.00004225095,0.0009428385,0.000037529007,0.0017125303,0.0010949902,0.00016659815,0.063854694],"study_design_scores_gemma":[0.019754466,0.0039995452,0.9587215,0.00078725314,0.00029053754,0.00066941313,0.0077858716,0.0027240685,0.0019418095,0.0007927932,0.0020685336,0.0004642107],"about_ca_topic_score_codex":0.00064152916,"about_ca_topic_score_gemma":0.00015616823,"teacher_disagreement_score":0.06339048,"about_ca_system_score_codex":0.00023030712,"about_ca_system_score_gemma":0.000048626214,"threshold_uncertainty_score":0.9839256},"labels":[],"label_agreement":null},{"id":"W2998066205","doi":"10.1016/s0002-838x(19)30437-x","title":"10.1016/s0002-838x(19)30437-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Continuous positive airway pressure; Obstructive sleep apnea; Positive airway pressure; Apnea; Sleep apnea; Anesthesia; Physical therapy; Polysomnography","score_opus":0.011280477356340487,"score_gpt":0.23777377886084985,"score_spread":0.22649330150450936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998066205","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038599016,0.00008681726,0.0000024673695,0.0013534712,0.0000015450843,0.00048929855,0.00001700105,0.00016052429,0.994029],"genre_scores_gemma":[0.0008948606,3.1605336e-7,0.00043855116,0.000092563205,0.00027662513,0.000033876873,0.000025734205,0.000049216367,0.99818826],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983777,0.000055990644,0.00020446128,0.00035388337,0.000522278,0.0004856845],"domain_scores_gemma":[0.9987564,0.00007460947,0.00002061988,0.00050871045,0.00012270319,0.00051693124],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020945232,0.00017225156,0.00027120902,0.00016727437,0.000081450125,0.000029346831,0.00019654032,0.00009115525,0.9998469],"category_scores_gemma":[0.00018065731,0.00015720155,0.00009319027,0.00041506777,0.00009272389,0.00007979107,0.00006741596,0.00026782704,0.99795884],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004210712,0.000114011826,0.000004655948,0.000022276383,0.00006012189,0.00006621458,0.00002246995,0.0000065997942,0.0007646678,0.0000012821707,0.06271322,0.9358034],"study_design_scores_gemma":[0.0009792143,0.00039309164,0.0006340441,0.0000200869,0.000039841274,0.00007093629,0.0000026642235,0.00021841272,0.0010221598,0.0000074539403,0.99645203,0.00016004132],"about_ca_topic_score_codex":0.000029748036,"about_ca_topic_score_gemma":1.1957415e-7,"teacher_disagreement_score":0.9356434,"about_ca_system_score_codex":0.000146678,"about_ca_system_score_gemma":0.000047412555,"threshold_uncertainty_score":0.6410493},"labels":[],"label_agreement":null},{"id":"W2998685474","doi":"10.1136/bmjresp-2019-000523","title":"Predictive factors for sleep apnoea in patients on opioids for chronic pain","year":2019,"lang":"en","type":"article","venue":"BMJ Open Respiratory Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; St. Michael's Hospital; Western University; Toronto Western Hospital; Women's College Hospital; Toronto General Hospital; St Joseph's Health Care; University of Toronto; University Health Network","funders":"University Health Network Foundation; University of Toronto; Women's College Hospital; Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Polysomnography; Odds ratio; Apnea; Anesthesia; Chronic pain; Opioid; Internal medicine; Physical therapy","score_opus":0.15379829942652984,"score_gpt":0.4670298658155286,"score_spread":0.31323156638899874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998685474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94356245,0.00006798467,0.00028243498,0.00038430537,0.00025657396,0.04948576,0.0002425346,0.00003335376,0.005684576],"genre_scores_gemma":[0.98887247,0.0000016907724,0.0002496255,0.00031635346,0.0003342309,0.008117995,0.00016298107,0.00013458868,0.001810063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936854,0.0011898997,0.0006364444,0.0011185103,0.0018976107,0.001472112],"domain_scores_gemma":[0.9934533,0.0033371155,0.00011890674,0.0011977955,0.0014668634,0.00042597414],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01069254,0.00031515825,0.0007126015,0.0009959212,0.00026190284,0.00017073857,0.0011016285,0.00030580274,0.00043103556],"category_scores_gemma":[0.006684181,0.00026738245,0.00019109323,0.0008957628,0.000255514,0.0003406733,0.00069138705,0.0009784813,0.00023665694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01614747,0.0011627431,0.9249195,0.0011162995,0.0002086751,0.000012734515,0.00039085894,0.000070132584,0.0028426698,0.0009636572,0.004991428,0.047173843],"study_design_scores_gemma":[0.03246202,0.046586912,0.8298915,0.0006244376,0.000026524918,6.068374e-7,0.0015416138,0.009023233,0.0149712935,0.00047046383,0.06378533,0.0006160439],"about_ca_topic_score_codex":0.00009021465,"about_ca_topic_score_gemma":0.00007695746,"teacher_disagreement_score":0.09502797,"about_ca_system_score_codex":0.0019939134,"about_ca_system_score_gemma":0.0008673855,"threshold_uncertainty_score":0.9999778},"labels":[],"label_agreement":null},{"id":"W2998921531","doi":"10.1371/journal.pone.0227834","title":"Protective role of brain derived neurotrophic factor (BDNF) in obstructive sleep apnea syndrome (OSAS) patients","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Neuroprotection; Medicine; Neurotrophic factors; Intermittent hypoxia; Brain-derived neurotrophic factor; Neurocognitive; Hypoxia (environmental); Internal medicine; Sleep apnea; Anesthesia; Cardiology; Cognition; Endocrinology; Psychiatry","score_opus":0.03604126161439398,"score_gpt":0.24472253734343546,"score_spread":0.2086812757290415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998921531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99496657,0.0000563966,0.00006398886,0.0013866359,0.00002355033,0.0029308638,0.00011621264,0.0000695279,0.00038623268],"genre_scores_gemma":[0.9985356,0.0000019145632,0.0008348326,0.00026514468,0.000055774097,0.00019649799,0.000028761226,0.000070902686,0.00001057221],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9971293,0.00023367467,0.00047333725,0.000612216,0.001050563,0.00050086767],"domain_scores_gemma":[0.9985073,0.00014347635,0.00018569022,0.00036295038,0.00045491414,0.00034564096],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007424455,0.0002766747,0.00076725316,0.00027237713,0.000047107387,0.0000134816155,0.000249332,0.00015053933,0.00025156274],"category_scores_gemma":[0.0020418088,0.00027265598,0.00011040486,0.000778133,0.0002048986,0.00019083564,0.00021887572,0.0007549032,0.00009601344],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013282129,0.002568804,0.26288283,0.0005494882,0.0006161051,0.00013001185,0.002562084,0.0000054529996,0.7255435,0.00004157586,0.0000015925344,0.0037703281],"study_design_scores_gemma":[0.0037305378,0.0022181505,0.7856539,0.00012564666,0.00008638309,0.0000063236253,0.0003437483,0.001933469,0.20544437,0.00023449084,0.000003314352,0.00021968104],"about_ca_topic_score_codex":0.0000855086,"about_ca_topic_score_gemma":0.000011186892,"teacher_disagreement_score":0.52277106,"about_ca_system_score_codex":0.00020177569,"about_ca_system_score_gemma":0.00005203596,"threshold_uncertainty_score":0.9999726},"labels":[],"label_agreement":null},{"id":"W2999098554","doi":"10.1164/rccm.201903-0692oc","title":"Effect of Weight Loss on Upper Airway Anatomy and the Apnea–Hypopnea Index. The Importance of Tongue Fat","year":2020,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Weight loss; Tongue; Airway; Obstructive sleep apnea; Obesity; Apnea; Sleep apnea; Weight Loss Surgery; Internal medicine; Anesthesia; Pathology","score_opus":0.011330501418074927,"score_gpt":0.3256646352728476,"score_spread":0.3143341338547727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999098554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9687037,0.00812572,0.00012174888,0.022162117,0.00008224672,0.00028139338,0.000008162562,0.000004349232,0.000510576],"genre_scores_gemma":[0.9952663,0.00010790545,0.000024797477,0.004074661,0.0005007611,0.0000051514025,5.562919e-7,0.00001791065,0.0000019537208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973187,0.000717681,0.00062492146,0.00020609447,0.00089317013,0.00023946336],"domain_scores_gemma":[0.9958015,0.0026840696,0.00027895672,0.00025903553,0.0005874018,0.00038905503],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011856124,0.00019629863,0.0009733039,0.000113697606,0.000083401996,0.000006539673,0.00020795604,0.00005163542,0.00008027496],"category_scores_gemma":[0.003618781,0.00008552173,0.00014113114,0.00041879906,0.007049108,0.000061951105,0.000072957606,0.00077342556,5.6634474e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017437322,0.00007773029,0.7566919,0.0012449436,0.00038537267,0.0006230001,0.0050573684,0.0000015454098,0.0060477313,0.0052515375,0.00036753167,0.20681405],"study_design_scores_gemma":[0.07092316,0.27693704,0.35006228,0.0034078772,0.0052219876,0.0022508474,0.08438312,0.0005875201,0.18140562,0.00074869953,0.022952752,0.0011190997],"about_ca_topic_score_codex":0.000013226976,"about_ca_topic_score_gemma":0.0000013165221,"teacher_disagreement_score":0.4066296,"about_ca_system_score_codex":0.000028374214,"about_ca_system_score_gemma":0.00005605386,"threshold_uncertainty_score":0.99565315},"labels":[],"label_agreement":null},{"id":"W2999648821","doi":"10.1016/j.sleep.2019.12.021","title":"Portable diagnosis of sleep apnea with the validation of individual event detection","year":2020,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Polysomnography; Apnea; Sleep apnea; Medicine; Hypopnea; Respiratory system; Event (particle physics); Breathing; Oxygen saturation; Cardiology; Audiology; Anesthesia; Internal medicine; Oxygen","score_opus":0.02621392295315746,"score_gpt":0.28791792849458026,"score_spread":0.2617040055414228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999648821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765517,0.0004576672,0.007934315,0.013036243,0.00012042232,0.000956748,0.00001797694,0.00003582057,0.000889102],"genre_scores_gemma":[0.9989264,0.00002183262,0.00017353788,0.0003877724,0.00031449687,0.00007624172,0.000051143117,0.000029047827,0.000019500134],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975518,0.00011164443,0.00045864974,0.0002834633,0.0013396986,0.00025472263],"domain_scores_gemma":[0.9985031,0.00023252293,0.0003043197,0.0003497828,0.00041083567,0.00019947019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062505296,0.0001702219,0.0004695331,0.00015510866,0.0000615942,0.0000044713724,0.00021313007,0.0000748494,0.0005869041],"category_scores_gemma":[0.00060551363,0.00009829408,0.00007330804,0.0008843216,0.0004241759,0.00009031358,0.000079003,0.00031151902,0.000009775575],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029434275,0.0007262622,0.43136507,0.0013587761,0.0019373841,0.00008057012,0.010785639,0.00054667867,0.12405669,0.00033837778,0.001445746,0.42441535],"study_design_scores_gemma":[0.0072140377,0.0072030686,0.1771869,0.00020324443,0.0014186015,0.00004831551,0.0052461647,0.0029713763,0.7964367,0.000053707317,0.0018114591,0.00020640802],"about_ca_topic_score_codex":0.00009538046,"about_ca_topic_score_gemma":0.00001253974,"teacher_disagreement_score":0.67238003,"about_ca_system_score_codex":0.00004557109,"about_ca_system_score_gemma":0.000029118808,"threshold_uncertainty_score":0.6426189},"labels":[],"label_agreement":null},{"id":"W2999713919","doi":"10.5664/jcsm.8118","title":"Predictors of postoperative respiratory complications in children undergoing adenotonsillectomy","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Children's Hospital of Eastern Ontario; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Ottawa","funders":"","keywords":"Medicine; Adenoidectomy; Tonsillectomy; Respiratory system; Anesthesia; Pediatrics; Internal medicine","score_opus":0.08766107848597879,"score_gpt":0.41436082283432163,"score_spread":0.3266997443483428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999713919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96625394,0.0010573728,0.0006310496,0.029502371,0.00021193126,0.0005344365,0.0000062058925,0.000012431653,0.0017902853],"genre_scores_gemma":[0.9940136,0.0001360124,0.0007980656,0.0040180464,0.0009933322,0.000003266511,0.00000489758,0.000024408344,0.000008375389],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954795,0.00044421098,0.002588548,0.00026361961,0.0009744835,0.00024963982],"domain_scores_gemma":[0.99553823,0.0017526284,0.00091512833,0.00026344828,0.000858943,0.0006715902],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0018643123,0.00017000875,0.001253058,0.0003256218,0.000039359667,0.0000045499914,0.00030347984,0.00016368022,0.00026571404],"category_scores_gemma":[0.014766411,0.000118666656,0.0002481921,0.00077937933,0.0006635331,0.00013328598,0.00008578682,0.0013928701,0.000011214399],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009948574,0.0003555718,0.98619854,0.00003975848,0.00045528065,0.000066874185,0.00045907046,0.000034718138,0.0029308565,0.00016174497,0.0011890234,0.0071136714],"study_design_scores_gemma":[0.011193408,0.006030966,0.9794036,0.0003461629,0.00020221857,0.00010956905,0.00038038357,0.00027660286,0.00063492375,0.000059090195,0.0012751485,0.00008792803],"about_ca_topic_score_codex":0.000013698802,"about_ca_topic_score_gemma":0.000007254633,"teacher_disagreement_score":0.02775968,"about_ca_system_score_codex":0.000088851404,"about_ca_system_score_gemma":0.00033598594,"threshold_uncertainty_score":0.99353266},"labels":[],"label_agreement":null},{"id":"W2999789440","doi":"10.2196/14601","title":"An Automated Text Messaging System (Tonsil-Text-To-Me) to Improve Tonsillectomy Perioperative Experience: Exploratory Qualitative Usability and Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR Perioperative Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"Dalhousie University","keywords":"Usability; Tonsillectomy; Perioperative; Medicine; Qualitative research; Short Message Service; Psychology; Multimedia; Medical education; Computer science; Surgery","score_opus":0.07084524393915702,"score_gpt":0.4479603596910141,"score_spread":0.3771151157518571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999789440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759367,0.00018960281,0.0008052385,0.0069901603,0.00022590662,0.013608143,0.00008979505,0.0009116106,0.0012428084],"genre_scores_gemma":[0.99265856,0.0000026155153,0.0012925583,0.0019134978,0.00045023055,0.0033543222,0.000037251804,0.00012789207,0.00016308305],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98982996,0.0029869848,0.0014199014,0.0028418521,0.0018213324,0.0010999497],"domain_scores_gemma":[0.9929838,0.0005014064,0.00019436002,0.001343434,0.0021041704,0.0028727856],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022229003,0.0010405679,0.0022034133,0.00046986574,0.0008914457,0.0001964332,0.00051684544,0.00020360206,0.0006999078],"category_scores_gemma":[0.0032460985,0.00077842537,0.0001267468,0.0023378856,0.0015615856,0.0008320832,0.0004947444,0.0010581451,0.00014914486],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018845161,0.0008197463,0.04815756,0.00031896675,0.00019881014,0.0001777202,0.6544503,0.000018424482,0.29289028,0.00019870301,0.000113083945,0.0007719024],"study_design_scores_gemma":[0.0074909576,0.017446976,0.13513328,0.00026673978,0.00011837965,0.00004405961,0.818468,0.007682893,0.012343757,0.0000015715299,0.00024227405,0.0007611267],"about_ca_topic_score_codex":0.00029350515,"about_ca_topic_score_gemma":0.00013458302,"teacher_disagreement_score":0.28054652,"about_ca_system_score_codex":0.001332567,"about_ca_system_score_gemma":0.00042838205,"threshold_uncertainty_score":0.99946666},"labels":[],"label_agreement":null},{"id":"W3000203257","doi":"10.1038/s41366-019-0497-7","title":"Are obstructive sleep apnea and sleep improved in response to multidisciplinary weight loss interventions in youth with obesity? A systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"International Journal of Obesity","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Obstructive sleep apnea; Sleep (system call); Meta-analysis; Psychological intervention; Obesity; Multidisciplinary approach; Sleep apnea; Medicine; Weight loss; Physical therapy; Psychology; Physical medicine and rehabilitation; Psychiatry; Internal medicine; Computer science","score_opus":0.06788804659547439,"score_gpt":0.3783621699327253,"score_spread":0.31047412333725094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000203257","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0069820234,0.98772496,0.0006642555,0.0012847631,0.00008023791,0.002838291,0.00040561028,0.000009161986,0.000010705447],"genre_scores_gemma":[0.08863601,0.908006,0.0025429176,0.00021002209,0.000114933304,0.0002371988,0.000061656014,0.00009270306,0.00009857759],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9940713,0.0015616176,0.002334953,0.00064887054,0.0010818398,0.00030139653],"domain_scores_gemma":[0.9949999,0.0006677752,0.0023685324,0.0004069077,0.0011212609,0.00043563955],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023970641,0.0005722869,0.007402169,0.0024151294,0.00004899941,0.00008682511,0.0006335844,0.00018956512,0.00008637197],"category_scores_gemma":[0.002143989,0.00037691832,0.0019570962,0.0015244309,0.00015947902,0.00030506458,0.00056350644,0.0012832284,0.000009362922],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028502368,0.001627134,0.014087527,0.59493494,0.36753535,0.010357244,0.002500209,0.00001289328,0.000003963979,0.000030190491,0.0000057724565,0.0060544987],"study_design_scores_gemma":[0.002702336,0.00079355494,0.03086616,0.1317829,0.8284303,0.0032156722,0.0010312126,0.00020164538,0.0000027971557,0.000045153778,0.00022191029,0.00070638],"about_ca_topic_score_codex":0.00004139078,"about_ca_topic_score_gemma":0.0001777954,"teacher_disagreement_score":0.46315208,"about_ca_system_score_codex":0.0008746602,"about_ca_system_score_gemma":0.00013175959,"threshold_uncertainty_score":0.9998683},"labels":[],"label_agreement":null},{"id":"W3000300278","doi":"10.1159/000505445","title":"Effect of Ultrafiltration on Sleep Apnea and Cardiac Function in End-Stage Renal Disease","year":2020,"lang":"en","type":"article","venue":"American Journal of Nephrology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Women's College Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Isovolumetric contraction; Ejection fraction; Polysomnography; Cardiology; Sleep apnea; Central sleep apnea; Internal medicine; End stage renal disease; Apnea–hypopnea index; Obstructive sleep apnea; Apnea; Diastole; Hemodialysis; Heart failure; Blood pressure","score_opus":0.009569563360996833,"score_gpt":0.27820563717763597,"score_spread":0.2686360738166391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000300278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959864,0.00015897646,0.00048385694,0.0030116322,0.00006617355,0.00019344759,0.000010122342,0.0000052228593,0.000084178646],"genre_scores_gemma":[0.99886215,0.000030091584,0.00009568227,0.00075625913,0.00022919098,0.000003929261,0.0000059319714,0.00001308001,0.000003693005],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99850154,0.0005249786,0.000332493,0.00015921675,0.00029964783,0.00018214881],"domain_scores_gemma":[0.9988248,0.00040453358,0.00027578772,0.000104761275,0.00009537271,0.0002947765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041360466,0.0001122447,0.00052287494,0.00021735294,0.000018253699,0.0000045697675,0.000060054237,0.00003443403,0.00007343339],"category_scores_gemma":[0.0003596584,0.00008816187,0.00010765945,0.00030147648,0.00038179744,0.000074847034,0.000017489308,0.00039668765,0.000003866099],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04280206,0.00013306033,0.283944,0.00012110663,0.00038088407,0.00033212095,0.00052630465,0.00028437393,0.3489766,0.00016791752,0.000101512975,0.32223],"study_design_scores_gemma":[0.0042819767,0.051130947,0.92996085,0.000028987119,0.0003368276,0.00006786075,0.0003123437,0.0018652141,0.010026222,0.000022560085,0.0018436981,0.00012251534],"about_ca_topic_score_codex":0.000020309659,"about_ca_topic_score_gemma":0.0000011307172,"teacher_disagreement_score":0.64601684,"about_ca_system_score_codex":0.000045373672,"about_ca_system_score_gemma":0.000042270414,"threshold_uncertainty_score":0.35951367},"labels":[],"label_agreement":null},{"id":"W3000342507","doi":"10.5664/jcsm.8198","title":"Hypopneas with arousals: an important feature of central nervous system sympathetic activation in posttraumatic stress disorder","year":2020,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Arousal; Sympathetic nervous system; Medicine; Sleep apnea; Breathing; Obstructive sleep apnea; Sleep medicine; Hypopnea; Psychiatry; Apnea; Cardiology; Polysomnography; Neuroscience; Internal medicine; Sleep disorder; Psychology; Insomnia; Blood pressure","score_opus":0.0515093970450673,"score_gpt":0.3667436017102513,"score_spread":0.315234204665184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000342507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5651225,0.000786094,0.0004500973,0.43109947,0.00096048,0.0013016423,0.000039847902,0.000033349657,0.0002065397],"genre_scores_gemma":[0.947899,0.00018017815,0.00085571647,0.040582415,0.010050081,0.000011287973,0.00021112742,0.00016602295,0.000044169203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98986846,0.0010646976,0.004504798,0.0006146672,0.0031891796,0.0007581893],"domain_scores_gemma":[0.99148315,0.0015881443,0.0042628846,0.0007490637,0.0011339004,0.0007828308],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020453846,0.0006219914,0.0040150187,0.0006440183,0.0000459946,0.00002171455,0.0006473653,0.0010728342,0.00010519053],"category_scores_gemma":[0.0033326293,0.00037035573,0.00049963675,0.0007632749,0.0007132486,0.00024114289,0.00007185036,0.00796546,0.0000031371235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017485486,0.005123471,0.7303404,0.02112857,0.005606574,0.051460765,0.0038486065,0.00020891835,0.0012903046,0.0000947979,0.061021656,0.1023904],"study_design_scores_gemma":[0.059892718,0.087984174,0.7271958,0.057003733,0.009032631,0.0065124603,0.012995185,0.010201411,0.0007099093,0.00032441795,0.026125949,0.002021622],"about_ca_topic_score_codex":0.00014080711,"about_ca_topic_score_gemma":0.000038005714,"teacher_disagreement_score":0.39051706,"about_ca_system_score_codex":0.00037224402,"about_ca_system_score_gemma":0.00042375003,"threshold_uncertainty_score":0.99987483},"labels":[],"label_agreement":null},{"id":"W3000516931","doi":"10.1007/s00408-020-00325-6","title":"Obstructive Sleep Apnea Severity and the Risk of Occupational Injury: A Prospective Observational Cohort","year":2020,"lang":"en","type":"article","venue":"Lung","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health Research Institute; Vancouver Coastal Health; Canadian Sleep & Circadian Network; University of British Columbia; Stornoway Diamond (Canada); Providence Health Care; University of British Columbia Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Internal medicine; Prospective cohort study; Polysomnogram; Cohort; Logistic regression; Odds ratio; Cohort study; Physical therapy; Sleep apnea; Polysomnography; Pediatrics; Apnea","score_opus":0.02518852253043561,"score_gpt":0.310688436124293,"score_spread":0.28549991359385735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000516931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99349356,0.00012353086,0.0015714681,0.0017768405,0.000059840517,0.0012210648,0.00017738897,0.000028393142,0.0015479451],"genre_scores_gemma":[0.9975687,0.000009692682,0.0018180502,0.00027629148,0.00017058219,0.00007892336,0.00003350842,0.000014294838,0.000029915409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857527,0.00014104944,0.00024047605,0.0002980477,0.00058090943,0.00016424566],"domain_scores_gemma":[0.9988113,0.00032410576,0.00013970527,0.00017358769,0.0004297749,0.0001215434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031287235,0.0001244863,0.00030455366,0.00004051259,0.00011978312,0.000014678345,0.000099042496,0.00006109461,0.00013572995],"category_scores_gemma":[0.0012860919,0.00008637711,0.00008408349,0.00034971646,0.00055043463,0.00012400345,0.0001301908,0.0003645848,0.0000068974255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003673462,0.000033913744,0.9828994,0.00005819435,0.0005095407,0.000003014142,0.0012265635,0.000007659215,0.00045793725,0.009468545,0.00008447317,0.0015772886],"study_design_scores_gemma":[0.0022835026,0.000096087184,0.96443844,0.0000073800775,0.00019039097,0.000008406665,0.00026895164,0.03005603,0.0012777456,0.0012318321,0.00006431177,0.00007693295],"about_ca_topic_score_codex":0.00007343012,"about_ca_topic_score_gemma":0.0000037944203,"teacher_disagreement_score":0.03004837,"about_ca_system_score_codex":0.000087226756,"about_ca_system_score_gemma":0.00006454717,"threshold_uncertainty_score":0.35223565},"labels":[],"label_agreement":null},{"id":"W3001482708","doi":"10.1016/j.sleep.2020.01.017","title":"Central apnea and decreased drive to upper airway motoneurons during high flow nasal cannula therapy","year":2020,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Apnimed; National Health and Medical Research Council; Bayer Corporation","keywords":"Central sleep apnea; Apnea; Anesthesia; Medicine; Cannula; Nasal cannula; Genioglossus; Reflex; Airway; Surgery; Polysomnography","score_opus":0.016050022701618295,"score_gpt":0.2701421902247931,"score_spread":0.25409216752317476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001482708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95211905,0.00048910425,0.00077379623,0.04420587,0.00033143524,0.001281363,0.000033034215,0.0001482914,0.0006180502],"genre_scores_gemma":[0.9918053,0.0001072414,0.0010811564,0.0052961996,0.0013722844,0.000055514196,0.0000578408,0.000085589396,0.00013884575],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.996976,0.00011710896,0.0003889034,0.00074248697,0.0009094873,0.00086602],"domain_scores_gemma":[0.9972625,0.00012048104,0.00005990168,0.0004272048,0.00020597846,0.0019239425],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015905507,0.0003639765,0.0006412501,0.00022989674,0.00015957246,0.000019319941,0.00020989578,0.000113626564,0.0012292077],"category_scores_gemma":[0.0007479162,0.00028175124,0.00008416528,0.000578708,0.0003440225,0.00009844677,0.00015150238,0.0005354362,0.00006465039],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007794139,0.00055193854,0.28658488,0.00048706747,0.0010646059,0.001924117,0.014893437,0.00023207467,0.5819608,0.00040714294,0.0040530656,0.100046724],"study_design_scores_gemma":[0.025835497,0.0045920163,0.8818082,0.00021931656,0.0002613706,0.00020180205,0.001749623,0.013941655,0.06418599,0.000043049185,0.0064941524,0.00066727906],"about_ca_topic_score_codex":0.00025391884,"about_ca_topic_score_gemma":0.00001480423,"teacher_disagreement_score":0.59522337,"about_ca_system_score_codex":0.00013617794,"about_ca_system_score_gemma":0.00006144853,"threshold_uncertainty_score":0.99996346},"labels":[],"label_agreement":null},{"id":"W3002806310","doi":"10.1513/annalsats.201907-554oc","title":"Weight Loss Interventions as Treatment of Obesity Hypoventilation Syndrome. A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Weight loss; Obesity hypoventilation syndrome; Obstructive sleep apnea; Randomized controlled trial; Psychological intervention; Cochrane Library; Management of obesity; Physical therapy; Weight management; Systematic review; MEDLINE; Intensive care medicine; Obesity; Surgery; Internal medicine; Psychiatry","score_opus":0.18585206689901126,"score_gpt":0.48877523106771004,"score_spread":0.3029231641686988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002806310","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003913932,0.99339914,0.000051437393,0.0009204266,0.00007660715,0.0048682,0.00016257903,0.000029868139,0.00010036882],"genre_scores_gemma":[0.0013840512,0.9973185,0.00028538084,0.00019342222,0.000045187164,0.000325734,0.00006327617,0.00006265778,0.00032177876],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99572915,0.001031863,0.0016018751,0.00046004765,0.00085971627,0.00031735704],"domain_scores_gemma":[0.99430186,0.00038114918,0.0034012028,0.0013042836,0.00043233592,0.00017916001],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007066263,0.00046657817,0.0058524236,0.00008562606,0.000082872684,0.000010226377,0.00054435985,0.000110019464,0.000087973815],"category_scores_gemma":[0.00060822885,0.00027542483,0.007972135,0.0017478054,0.0006900779,0.000058326295,0.0002306049,0.000334315,0.00007315623],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000154563,0.00047409654,0.000063628024,0.8073772,0.0039540846,0.000018614279,0.000116567986,3.913849e-8,0.0000010631865,0.000017054563,0.00026267077,0.1876995],"study_design_scores_gemma":[0.0002044985,0.0014961269,0.0002640757,0.9466632,0.022472091,0.00053480186,0.00022535892,0.000013029793,0.00008102435,0.000055833436,0.02767236,0.00031761776],"about_ca_topic_score_codex":0.00006424531,"about_ca_topic_score_gemma":7.7411767e-7,"teacher_disagreement_score":0.18738188,"about_ca_system_score_codex":0.00026204114,"about_ca_system_score_gemma":0.00026435175,"threshold_uncertainty_score":0.9999698},"labels":[],"label_agreement":null},{"id":"W3003063577","doi":"10.3390/jcm9020297","title":"Obstructive Sleep Apnea in Neurodegenerative Disorders: Current Evidence in Support of Benefit from Sleep Apnea Treatment","year":2020,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Obstructive sleep apnea; Hypoxemia; Disease; Sleep apnea; Sleep (system call); Airway obstruction; Continuous positive airway pressure; Apnea; Intensive care medicine; Airway; Internal medicine; Anesthesia","score_opus":0.19941585282820018,"score_gpt":0.4845528318380017,"score_spread":0.2851369790098015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003063577","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042355275,0.98701817,0.00019847987,0.0033676217,0.0027563618,0.0020410796,0.00011982795,0.00001200193,0.0002509539],"genre_scores_gemma":[0.01030758,0.9852947,0.00060815236,0.00014993735,0.0033652738,0.00006351504,0.00007924483,0.00011256534,0.000019051753],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98575574,0.0016013538,0.008735606,0.0011226204,0.002095771,0.000688887],"domain_scores_gemma":[0.98405856,0.008752203,0.0045564137,0.0008384806,0.0007535566,0.0010407887],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0026237797,0.0009887737,0.010945943,0.0012519911,0.000033703247,0.0000151726945,0.0008711481,0.0006472151,0.0005406913],"category_scores_gemma":[0.014872369,0.0006316299,0.0017468485,0.0016360959,0.00094111275,0.00029498193,0.00027221558,0.0043068905,0.000033643624],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014948681,0.0013167855,0.014055415,0.0032310055,0.0009415893,0.0011808946,0.00063518644,0.000008545806,0.0000054655484,0.000033027125,0.00009244692,0.97700477],"study_design_scores_gemma":[0.028679842,0.037119895,0.043654136,0.06648663,0.010485726,0.0005094837,0.00086723734,0.0009930584,0.000037498517,0.0011272931,0.8087506,0.0012885781],"about_ca_topic_score_codex":0.00016436873,"about_ca_topic_score_gemma":0.00015857216,"teacher_disagreement_score":0.9757162,"about_ca_system_score_codex":0.00083321595,"about_ca_system_score_gemma":0.0008705149,"threshold_uncertainty_score":0.9996135},"labels":[],"label_agreement":null},{"id":"W3003211021","doi":"10.1159/000505299","title":"Reliability of Home Nocturnal Oximetry in the Diagnosis of Overlap Syndrome in COPD","year":2020,"lang":"en","type":"article","venue":"Respiration","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; COPD; Polysomnography; Hypoxemia; Pulse oximetry; Apnea; Sleep apnea; Internal medicine; Obstructive sleep apnea; Oxygen saturation; Cardiology; Anesthesia; Oxygen","score_opus":0.03869064206051361,"score_gpt":0.3177415014326311,"score_spread":0.2790508593721175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003211021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971631,0.00012874989,0.00008099316,0.0018539623,0.00002080282,0.00045543417,0.000008063519,0.000004328247,0.0002845493],"genre_scores_gemma":[0.9995771,0.000008205099,0.00015251194,0.00020109824,0.000025847732,0.000022128857,0.0000051726056,0.0000061409446,0.0000017966221],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868625,0.00020792284,0.00036829908,0.00015334596,0.00047007255,0.00011412374],"domain_scores_gemma":[0.999299,0.0002644908,0.0000900453,0.00020758019,0.000097881406,0.000041008017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065460237,0.00006162323,0.000227165,0.00014025609,0.000009554007,0.000004511782,0.00010425667,0.00006334435,0.000078667836],"category_scores_gemma":[0.0012886502,0.000044308206,0.000050279377,0.00065179635,0.00007905282,0.00009500377,0.000030260846,0.00024147387,0.000005825024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028888142,0.00018541812,0.9738452,0.00023522665,0.000008380508,0.000029575547,0.0006600938,0.00008215455,0.020762738,0.00021818066,0.000020532905,0.003663663],"study_design_scores_gemma":[0.001116719,0.0005806462,0.98254347,0.00004090637,0.000010220563,0.0000058826,0.00016822635,0.0011162402,0.014161778,0.00014608157,0.00007388784,0.000035923975],"about_ca_topic_score_codex":0.000121096295,"about_ca_topic_score_gemma":0.000025653939,"teacher_disagreement_score":0.008698333,"about_ca_system_score_codex":0.000079750935,"about_ca_system_score_gemma":0.00003127134,"threshold_uncertainty_score":0.18068363},"labels":[],"label_agreement":null},{"id":"W3004968199","doi":"10.3760/cma.j.issn.1001-0939.2019.06.004","title":"[The characteristics and determining factors of attention and short-term memory impairment in young patients with obstructive sleep apnea-hypopnea syndrome].","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Hypopnea; Montreal Cognitive Assessment; Epworth Sleepiness Scale; Polysomnography; Medicine; Non-rapid eye movement sleep; Obstructive sleep apnea; Apnea; Memory span; Audiology; Sleep apnea; Apnea–hypopnea index; Physical therapy; Pediatrics; Internal medicine; Cognition; Psychiatry; Cognitive impairment; Working memory; Electroencephalography","score_opus":0.010947866834074121,"score_gpt":0.22588142953117543,"score_spread":0.21493356269710132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004968199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976246,0.000036892943,0.000008539516,0.000021954327,0.000177211,0.001970238,0.000022003174,0.000012777792,0.00012581733],"genre_scores_gemma":[0.99961776,0.000008103223,0.000048209808,0.000003966523,0.000013926361,0.00021139118,0.00002768968,0.000026479966,0.000042481224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984465,0.00006270367,0.00031734954,0.00032230504,0.00043139711,0.0004197342],"domain_scores_gemma":[0.999204,0.00013077751,0.00012665601,0.0002454421,0.00013118151,0.00016197888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026315643,0.00017713726,0.00034932763,0.00016805711,0.00006629115,0.000035511628,0.000078514764,0.00006966982,0.0000051077504],"category_scores_gemma":[0.000098230004,0.00012067848,0.000032492175,0.00015801426,0.00022394111,0.00016744819,0.000118099866,0.00021587081,9.2146684e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022714834,0.00007534211,0.9083615,0.000113327544,0.000091173104,0.000014292066,0.00033944828,1.3475245e-7,0.0001967809,0.000004018015,1.4659273e-7,0.090576716],"study_design_scores_gemma":[0.0018501581,0.00029829828,0.9964843,0.000035395617,0.000058339716,0.000044971268,0.00066897325,0.00015777408,0.00027993025,0.000005754796,0.0000010792985,0.000115033494],"about_ca_topic_score_codex":0.000019017141,"about_ca_topic_score_gemma":0.000017881624,"teacher_disagreement_score":0.090461686,"about_ca_system_score_codex":0.00014376803,"about_ca_system_score_gemma":0.000009534583,"threshold_uncertainty_score":0.49211258},"labels":[],"label_agreement":null},{"id":"W3005053175","doi":"10.5664/jcsm.8324","title":"Validation of a new unattended sleep apnea monitor using two methods for the identification of hypopneas","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Sleep apnea; Medicine; Sleep (system call); Polysomnogram; Apnea; Polysomnography; Computer science; Psychiatry; Anesthesia; Operating system","score_opus":0.24320273858565944,"score_gpt":0.5413654868120569,"score_spread":0.29816274822639743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005053175","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3986775,0.001372906,0.57551473,0.02218845,0.0013310217,0.00084335514,0.0000066963435,0.00000954668,0.000055785607],"genre_scores_gemma":[0.9389835,0.00008491572,0.056619346,0.00040309108,0.0038426616,0.000003679702,0.000005647365,0.000033889366,0.000023275756],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9937093,0.0006109373,0.0040385616,0.00026266585,0.0011315568,0.00024697758],"domain_scores_gemma":[0.9886922,0.005079654,0.003259959,0.000399962,0.002041304,0.00052689534],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008614483,0.00018577388,0.001374623,0.00020507045,0.00006108593,0.000009626969,0.00043862718,0.00015576121,0.00014311101],"category_scores_gemma":[0.031858772,0.000110933965,0.00055174646,0.00066553307,0.0005032533,0.0001655975,0.00007559066,0.00074277545,0.000002188644],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047842874,0.00034532204,0.0152717205,0.00031772867,0.001293493,0.000011691786,0.00073950464,0.00048913935,0.318613,0.00018619481,0.00038098494,0.65756696],"study_design_scores_gemma":[0.042026486,0.010402422,0.084728636,0.00059705984,0.00782142,0.00022929696,0.0030904931,0.36523294,0.47863096,0.003669582,0.0032150624,0.00035564954],"about_ca_topic_score_codex":0.000035525743,"about_ca_topic_score_gemma":4.5718394e-7,"teacher_disagreement_score":0.6572113,"about_ca_system_score_codex":0.000062141204,"about_ca_system_score_gemma":0.0001647289,"threshold_uncertainty_score":0.9762963},"labels":[],"label_agreement":null},{"id":"W3005071811","doi":"10.5664/jcsm.8336","title":"Factors related to positive airway pressure therapy adherence in children with obesity and sleep-disordered breathing","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Montreal Children's Hospital; Stollery Children's Hospital; Alberta Children's Hospital; University of Alberta; McGill University; University of Calgary; Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gerontology; Family medicine; Pediatrics","score_opus":0.05474901291471358,"score_gpt":0.3780273765774326,"score_spread":0.323278363662719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005071811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811114,0.0022474488,0.0003394333,0.014998646,0.00013355102,0.00087967585,0.0000074275977,0.000020369474,0.00026201725],"genre_scores_gemma":[0.9972253,0.00033491326,0.0005487032,0.0014084275,0.00041143468,0.000002870943,0.0000068075856,0.00003531018,0.000026224867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996188,0.00041901987,0.0015216226,0.0004426345,0.0010554111,0.00037333858],"domain_scores_gemma":[0.99665934,0.00088908646,0.00057837414,0.00022915161,0.00052212673,0.0011219416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015930176,0.0002935049,0.0014459485,0.0002158249,0.00006367819,0.000016254317,0.00027815517,0.00023581182,0.00028929624],"category_scores_gemma":[0.0038664308,0.00016813332,0.00015006487,0.0006823084,0.00039114014,0.00020769711,0.00009630212,0.0019106594,0.000005493296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032842315,0.00036020187,0.93081355,0.00002585558,0.0009499045,0.00016808404,0.0023536847,0.0000351912,0.00041723976,0.000018163742,0.000078858386,0.06149501],"study_design_scores_gemma":[0.0141463345,0.0144002,0.96887773,0.00039302278,0.00030198088,0.00018581127,0.0005853771,0.00045445762,0.00029891162,0.00005662447,0.00013654723,0.00016299888],"about_ca_topic_score_codex":0.00008810227,"about_ca_topic_score_gemma":0.0000101077285,"teacher_disagreement_score":0.061332013,"about_ca_system_score_codex":0.00004206892,"about_ca_system_score_gemma":0.000084633175,"threshold_uncertainty_score":0.830097},"labels":[],"label_agreement":null},{"id":"W3005237859","doi":"10.1007/s11325-020-02021-4","title":"Increased platelet activation in sleep apnea subjects with intermittent hypoxemia","year":2020,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Becton Dickinson (Canada)","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Institutes of Health; U.S. Department of Veterans Affairs","keywords":"Medicine; Hypoxemia; Platelet activation; Platelet; Obstructive sleep apnea; Internal medicine; Epinephrine; Polysomnography; Endocrinology; Sleep apnea; Anesthesia; Apnea","score_opus":0.017789464251722436,"score_gpt":0.2553500637961098,"score_spread":0.23756059954438738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005237859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939182,0.00005306435,0.0013134333,0.00234863,0.000030039886,0.00047454104,0.0000029843166,0.000073606236,0.0017854937],"genre_scores_gemma":[0.9979792,0.000004113311,0.0008648908,0.00090674544,0.00014632319,0.000022752278,0.00003057848,0.000033165714,0.000012200591],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985819,0.00006762684,0.00022231591,0.00041757768,0.00036828493,0.00034233264],"domain_scores_gemma":[0.9993021,0.000105332365,0.00006357204,0.00016732198,0.000077385404,0.0002843176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001833932,0.00019392559,0.00031222973,0.00017209526,0.000076418364,0.00005072146,0.00008589798,0.000100184385,0.00005265644],"category_scores_gemma":[0.00018968571,0.00015362167,0.000040153212,0.00038925433,0.0000856764,0.00024189087,0.0000941775,0.000499452,0.000015834128],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004248466,0.00029847812,0.35327843,0.0005419153,0.00035305804,0.001337942,0.00789134,0.00003408017,0.14980142,0.000251993,0.00004245836,0.48192042],"study_design_scores_gemma":[0.02271098,0.0026473347,0.67131287,0.0006489942,0.00022142277,0.0007661872,0.0053533698,0.079033375,0.215509,0.00015256637,0.00066336925,0.0009805555],"about_ca_topic_score_codex":0.00022573839,"about_ca_topic_score_gemma":0.000015725036,"teacher_disagreement_score":0.48093987,"about_ca_system_score_codex":0.000117230935,"about_ca_system_score_gemma":0.000023984036,"threshold_uncertainty_score":0.626451},"labels":[],"label_agreement":null},{"id":"W3005609949","doi":"10.1093/sleep/zsaa004","title":"Predicting sleep apnea responses to oral appliance therapy using polysomnographic airflow","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Institutes of Health; National Heart Foundation of Australia; Fundação de Amparo à Pesquisa do Estado de São Paulo; American Heart Association","keywords":"Oral appliance; Medicine; Obstructive sleep apnea; Apnea; Polysomnography; Airflow; Sleep apnea; Body mass index; Airway; Anesthesia; Cardiology; Internal medicine","score_opus":0.0644393594553797,"score_gpt":0.3366970163133809,"score_spread":0.2722576568580012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005609949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98419607,0.00073357916,0.007873519,0.004793927,0.00024199933,0.001211634,0.000029716124,0.00029300616,0.000626565],"genre_scores_gemma":[0.98829323,0.0000143075695,0.007908537,0.0029028154,0.0006603911,0.000058245314,0.000011219847,0.0000935616,0.000057708487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99706465,0.00017960317,0.0003980376,0.0007230203,0.00085805106,0.00077663094],"domain_scores_gemma":[0.99828035,0.000107865184,0.00009080402,0.00053146365,0.00022821654,0.0007613151],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037497483,0.00031571498,0.00048051367,0.00031519128,0.0002322564,0.00006602947,0.00032617315,0.00013885651,0.00029845012],"category_scores_gemma":[0.0005083862,0.00029133336,0.0002007128,0.0016065275,0.00017177017,0.00017590623,0.00019059189,0.00054984906,0.00021011767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005014552,0.00022761876,0.58564824,0.00011400504,0.00033698257,0.00023654006,0.002092826,0.00024918537,0.2519328,0.0000914215,0.00011740011,0.15393843],"study_design_scores_gemma":[0.018482624,0.0064642844,0.38632426,0.000266365,0.00046386357,0.00034234885,0.0044303485,0.3834824,0.17607923,0.00022309023,0.021272277,0.0021689122],"about_ca_topic_score_codex":0.000080580416,"about_ca_topic_score_gemma":0.000007432396,"teacher_disagreement_score":0.3832332,"about_ca_system_score_codex":0.00011427616,"about_ca_system_score_gemma":0.000050705035,"threshold_uncertainty_score":0.99995387},"labels":[],"label_agreement":null},{"id":"W3005656468","doi":"10.1093/sleep/zsaa022","title":"Untangling sex differences in obstructive sleep apnea: a significant step toward precision medicine","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Hotchkiss Brain Institute; University of Calgary","funders":"Alzheimer Society; University of Calgary","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Precision medicine; Sleep apnea; Sleep medicine; Polysomnography; Sleep apnea syndromes; Apnea; Psychology; Audiology; Internal medicine; Psychiatry; Sleep disorder; Insomnia; Computer science; Pathology","score_opus":0.05169361666552029,"score_gpt":0.3040987457720805,"score_spread":0.2524051291065602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005656468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97552156,0.0007048071,0.008289071,0.008334544,0.00041594877,0.0014327548,0.000022960574,0.00017149048,0.005106857],"genre_scores_gemma":[0.9968585,0.00003330536,0.001728607,0.0004983624,0.0006526622,0.000067915236,0.000031270094,0.00005962593,0.00006978538],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961689,0.00023078779,0.00069788547,0.00091979856,0.0012574753,0.0007251296],"domain_scores_gemma":[0.9982047,0.00035653077,0.00015616136,0.000432771,0.00024256372,0.0006072698],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042080638,0.00039391336,0.0009179049,0.0003499728,0.00009234249,0.00003258625,0.00039498907,0.00019924645,0.0008686905],"category_scores_gemma":[0.0013053942,0.00030525902,0.00013080805,0.0011190553,0.00040175905,0.00017933593,0.00025770653,0.0008736276,0.00013934904],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023219602,0.0003777227,0.5513676,0.0005011551,0.00038070045,0.0011584869,0.01869316,0.000050769548,0.046895877,0.0010149165,0.00020535309,0.3770323],"study_design_scores_gemma":[0.018609965,0.005271779,0.7351332,0.0005793768,0.00047053237,0.00011380623,0.03978283,0.17064236,0.024375098,0.001836376,0.0017947908,0.0013899386],"about_ca_topic_score_codex":0.00016482163,"about_ca_topic_score_gemma":0.000021238948,"teacher_disagreement_score":0.37564236,"about_ca_system_score_codex":0.0002826256,"about_ca_system_score_gemma":0.000045641576,"threshold_uncertainty_score":0.99994},"labels":[],"label_agreement":null},{"id":"W3005932186","doi":"10.5664/jcsm.8368","title":"Thoughts on the 2019 American Academy of Sleep Medicine position statement on chronic opioid therapy and sleep","year":2020,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University; Canadian Sleep & Circadian Network; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Sleep medicine; Medicine; Sleep (system call); Position statement; Opioid; Pain medicine; Polysomnography; Statement (logic); Psychiatry; Physical therapy; Sleep disorder; Family medicine; Internal medicine; Insomnia; Anesthesiology; Electroencephalography","score_opus":0.1049826937989369,"score_gpt":0.44030913124734317,"score_spread":0.3353264374484063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005932186","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046734493,0.0071707107,0.00023047833,0.94152725,0.0018321102,0.0016488672,0.000053502732,0.000030200335,0.0007723998],"genre_scores_gemma":[0.1874393,0.025843915,0.00029612862,0.70272905,0.083027795,0.000029016182,0.00014680735,0.0002270533,0.00026094873],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9863925,0.0018918004,0.005100793,0.00093506544,0.0048139966,0.0008658633],"domain_scores_gemma":[0.9842529,0.008237417,0.005108034,0.0007598403,0.00077980076,0.0008619506],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0052795256,0.00092435704,0.00440261,0.0007620278,0.00016526775,0.000020660074,0.0009980868,0.0008295435,0.0008926179],"category_scores_gemma":[0.004143035,0.0004630619,0.0007191539,0.00085345673,0.0037980145,0.00012939624,0.00017297664,0.011807101,0.00004772656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007671736,0.0005045966,0.0009537082,0.00047728428,0.0035983473,0.0013956096,0.0004400827,0.000011023969,0.0014271343,0.00013235875,0.70280576,0.28058234],"study_design_scores_gemma":[0.026707388,0.11649957,0.038878668,0.0061548203,0.0027564915,0.00050231785,0.00036904024,0.0006726596,0.0016248394,0.0013494956,0.80374914,0.0007355506],"about_ca_topic_score_codex":0.000038156137,"about_ca_topic_score_gemma":0.0000019021293,"teacher_disagreement_score":0.2798468,"about_ca_system_score_codex":0.00055257056,"about_ca_system_score_gemma":0.000222933,"threshold_uncertainty_score":0.9997821},"labels":[],"label_agreement":null},{"id":"W3006276789","doi":"10.37076/acorl.v38i1.294","title":"Adenoidectomía bajo control visual con técnica de electrocoagulación-succión. Experiencia en el Hospital Universitario San Ignacio","year":2018,"lang":"es","type":"article","venue":"ACTA DE OTORRINOLARINGOLOGÍA & CIRUGÍA DE CABEZA Y CUELLO","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; Vancouver Hospital and Health Sciences Centre","funders":"","keywords":"Humanities; Art; Medicine","score_opus":0.00674539902519397,"score_gpt":0.2879154839406839,"score_spread":0.28117008491548995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006276789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98425096,0.0012478674,0.0021746324,0.00055420725,0.00095699314,0.0026647504,0.000111392816,0.00057037186,0.007468846],"genre_scores_gemma":[0.99327916,0.00014085056,0.0008350733,0.0010728606,0.0030695118,0.00018676918,0.000075810356,0.00039565188,0.00094433664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98834527,0.0014815859,0.0012304389,0.0023142917,0.0015514625,0.0050769574],"domain_scores_gemma":[0.99303335,0.0010592487,0.0006468233,0.0019082755,0.0011131905,0.0022391283],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0018407868,0.0015526396,0.0019194116,0.0010782729,0.0010616535,0.00048422677,0.0022272542,0.0020275484,0.002170992],"category_scores_gemma":[0.0021792226,0.0017674268,0.0008021037,0.0012003466,0.0020161157,0.0008821524,0.0010783401,0.0034939658,0.00083088136],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015847456,0.0008924767,0.60736996,0.00019915386,0.0014468459,0.0011786963,0.007758189,0.000003941017,0.37502387,0.0016680083,0.0010360397,0.0018381053],"study_design_scores_gemma":[0.011625509,0.006937184,0.8322674,0.00035390328,0.0013977399,0.0008248412,0.006145976,0.0045956536,0.123094045,0.000109086206,0.010588379,0.0020603098],"about_ca_topic_score_codex":0.003046511,"about_ca_topic_score_gemma":0.0003142477,"teacher_disagreement_score":0.25192982,"about_ca_system_score_codex":0.00700688,"about_ca_system_score_gemma":0.002292076,"threshold_uncertainty_score":0.9999471},"labels":[],"label_agreement":null},{"id":"W3006607402","doi":"10.5664/jcsm.8360","title":"The relationship between sleep-disordered breathing, blood pressure, and urinary cortisol and catecholamines in children","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Aging","keywords":"Medicine; Sleep medicine; Gerontology; Family medicine; Pediatrics; Psychiatry; Sleep disorder","score_opus":0.08149375590066446,"score_gpt":0.39659278120930447,"score_spread":0.31509902530864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006607402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95219517,0.014961762,0.000097605785,0.03196749,0.00011703231,0.000474255,0.0000048481565,0.000014513678,0.00016733119],"genre_scores_gemma":[0.99631166,0.0010918003,0.0003601876,0.00043298583,0.0017225982,0.0000037261696,0.000005454851,0.000026489834,0.0000450795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964324,0.00040916755,0.0018085322,0.00030652742,0.0007444976,0.0002988705],"domain_scores_gemma":[0.9935085,0.004689719,0.0006603298,0.0002339873,0.00026015902,0.00064730394],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0025767724,0.000197002,0.00095443905,0.00014843444,0.00014059244,0.000025545654,0.00023770584,0.000214771,0.00002798397],"category_scores_gemma":[0.020958913,0.00011586494,0.00010850658,0.00035574898,0.00075808825,0.00017316181,0.00015749966,0.0019008177,0.0000022660688],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069050986,0.00015057402,0.96210337,0.000065522036,0.0005568217,0.00014010062,0.00027982565,0.0000011381964,0.000057368125,0.00007256051,0.00012700915,0.035755184],"study_design_scores_gemma":[0.010498355,0.005262851,0.9803301,0.00018464886,0.0013960638,0.0007525626,0.00017573425,0.00022328434,0.000015591664,0.0005703644,0.0004908686,0.00009953675],"about_ca_topic_score_codex":0.00002886583,"about_ca_topic_score_gemma":0.000004495203,"teacher_disagreement_score":0.04411652,"about_ca_system_score_codex":0.000009585074,"about_ca_system_score_gemma":0.000046756395,"threshold_uncertainty_score":0.98728794},"labels":[],"label_agreement":null},{"id":"W3007917579","doi":"10.1016/j.cjca.2020.02.075","title":"Sleep Apnea, Intermittent Hypoxemia, and Effects on Ischemic Myocardial Damage: Friend or Foe?","year":2020,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Hypoxemia; Sleep apnea; Apnea; Cardiology; Sleep (system call); Obstructive sleep apnea; Internal medicine; Anesthesia","score_opus":0.01809140994398,"score_gpt":0.2606141812513464,"score_spread":0.24252277130736638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007917579","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06694059,0.0021339955,0.0006824371,0.9014897,0.006711242,0.0013508713,0.00026726106,0.000029682908,0.020394238],"genre_scores_gemma":[0.6330242,0.000058945436,0.00021953697,0.32723078,0.03867879,0.0000252939,0.00011346145,0.00018213895,0.00046685655],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99680936,0.0005422367,0.0006267284,0.0005465347,0.00051784114,0.0009572659],"domain_scores_gemma":[0.99656826,0.00069927593,0.00033053363,0.0004922187,0.0004178795,0.0014918571],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003297578,0.00051081134,0.0019328377,0.0009429817,0.00011909505,0.00006083751,0.0004542729,0.0010225957,0.00007883243],"category_scores_gemma":[0.0016126953,0.00040532846,0.0005974096,0.00023827849,0.00060888095,0.000076667646,0.000084206855,0.0058554886,0.00006669732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043195297,0.0000013166009,0.0028531456,0.0003653256,0.0018613266,0.0673601,0.0001319899,0.000005108975,0.0006478437,0.000004683697,0.8861993,0.040137906],"study_design_scores_gemma":[0.0025348437,0.0024384023,0.0052812216,0.00019316934,0.0008094218,0.0090059,0.00008173917,0.000022171318,0.0004577457,0.000044328037,0.9787722,0.00035883265],"about_ca_topic_score_codex":0.00016107027,"about_ca_topic_score_gemma":0.00007092733,"teacher_disagreement_score":0.5742589,"about_ca_system_score_codex":0.00067900436,"about_ca_system_score_gemma":0.0011468427,"threshold_uncertainty_score":0.99983984},"labels":[],"label_agreement":null},{"id":"W3007925568","doi":"10.1002/lary.28589","title":"Success of Hypoglossal Nerve Stimulation Using Mandibular Advancement During Sleep Endoscopy","year":2020,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Body mass index; Hypoglossal nerve; Apnea; Confidence interval; Anesthesia; Airway; Hypopnea; Tongue; Internal medicine","score_opus":0.037060734401090784,"score_gpt":0.31924384494711716,"score_spread":0.2821831105460264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007925568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931131,0.00049889606,0.003417715,0.0016277591,0.00009027807,0.000745256,0.000013124391,0.00004501749,0.00044885356],"genre_scores_gemma":[0.9969461,0.000018421199,0.0025489472,0.00014578782,0.00024137148,0.000011898352,0.00001633834,0.000036262525,0.000034884804],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983802,0.00010699305,0.00031952618,0.00027504785,0.00058889395,0.00032933682],"domain_scores_gemma":[0.99918824,0.00006648114,0.00012361219,0.00032301803,0.0001431443,0.00015552732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019080563,0.00015990777,0.00032009542,0.00006861588,0.00013228308,0.000018920244,0.00020496079,0.00005117021,0.00038667212],"category_scores_gemma":[0.0001222663,0.00011834222,0.000081744925,0.000400596,0.00013932072,0.0001699306,0.00019827904,0.00024868254,0.00003661691],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001525488,0.00011311728,0.09096248,0.0004514194,0.0002158676,0.00009177077,0.0006898241,0.004008575,0.90041375,0.00024784094,0.000007955914,0.0012719142],"study_design_scores_gemma":[0.0055869445,0.00064209854,0.12455886,0.00014160624,0.0002761398,0.000037264654,0.00026060213,0.08655829,0.7813478,0.00008569054,0.0002756632,0.0002290389],"about_ca_topic_score_codex":0.00007990684,"about_ca_topic_score_gemma":0.0000021261644,"teacher_disagreement_score":0.11906594,"about_ca_system_score_codex":0.00010613262,"about_ca_system_score_gemma":0.000031315274,"threshold_uncertainty_score":0.48258558},"labels":[],"label_agreement":null},{"id":"W3008232076","doi":"10.18632/aging.102725","title":"Obstructive sleep apnea syndrome and causal relationship with female breast cancer: a mendelian randomization study","year":2020,"lang":"en","type":"article","venue":"Aging","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; Canadian Institutes of Health Research; European Commission; Cancer Research UK","keywords":"Mendelian randomization; Medicine; Obstructive sleep apnea; Odds ratio; Breast cancer; Internal medicine; Observational study; Population; Oncology; Cancer; Genetics; Genotype; Biology; Environmental health","score_opus":0.026531854189152576,"score_gpt":0.2951337801885762,"score_spread":0.2686019259994237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008232076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99334794,0.00012194393,0.001686873,0.003270045,0.00004164305,0.0010779267,0.000018066521,0.00007777645,0.00035780898],"genre_scores_gemma":[0.99911,0.0000031696413,0.00051290914,0.00011940075,0.00009298453,0.00008066998,0.000012215897,0.00003532037,0.000033357075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867547,0.00011687824,0.00018798483,0.0003906721,0.00038516638,0.00024385656],"domain_scores_gemma":[0.99925804,0.00012041004,0.00006970674,0.0001591725,0.00015849981,0.00023413979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016847602,0.00015199166,0.00030020473,0.000117010655,0.00017210771,0.000041583673,0.000059467675,0.000037975533,0.00007659615],"category_scores_gemma":[0.00010701299,0.00012400711,0.000025337247,0.00051618175,0.0000951646,0.0002107838,0.00006467816,0.00028998897,0.000010934015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010208151,0.000059777532,0.9873723,0.00006852657,0.0002600438,0.0002386939,0.0050729406,0.00008141361,0.000365594,0.00009447057,0.000003803704,0.0053616697],"study_design_scores_gemma":[0.01191025,0.0003408397,0.97501475,0.00004399041,0.00025261482,0.00047194326,0.006862967,0.004788151,0.00012432454,0.000028136254,0.000008950321,0.00015310624],"about_ca_topic_score_codex":0.00025250754,"about_ca_topic_score_gemma":0.00006214337,"teacher_disagreement_score":0.012357525,"about_ca_system_score_codex":0.00010451571,"about_ca_system_score_gemma":0.000036686226,"threshold_uncertainty_score":0.50568634},"labels":[],"label_agreement":null},{"id":"W3009431756","doi":"10.1088/1741-2552/ab7d61","title":"Palatal implant system can provide effective treatment for obstructive sleep apnea by recovering retropalatal patency","year":2020,"lang":"en","type":"article","venue":"Journal of Neural Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"Defense Acquisition Program Administration; Samsung; Seoul National University Hospital; Seoul National University Bundang Hospital","keywords":"Obstructive sleep apnea; Medicine; Implant; Sleep apnea; Sleep (system call); Dentistry; Orthodontics; Computer science; Cardiology; Surgery","score_opus":0.01558313816437678,"score_gpt":0.24957796623592843,"score_spread":0.23399482807155164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009431756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99014026,0.00031811662,0.006961441,0.0005748662,0.00056723756,0.0011542751,0.00018453079,0.00006973452,0.000029518676],"genre_scores_gemma":[0.997646,0.0000068815666,0.0015219803,0.00002599233,0.0006574455,0.000047273294,0.000019926943,0.000067771165,0.0000067444853],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99828047,0.000036369594,0.0005448362,0.00027641893,0.00040723998,0.0004546603],"domain_scores_gemma":[0.9986846,0.00021099998,0.00025200052,0.00013916062,0.00022961175,0.00048361538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001256478,0.00030032656,0.00066511455,0.00015439441,0.000063495936,0.000039828097,0.00013933369,0.000087561755,0.0000045783236],"category_scores_gemma":[0.00034814363,0.00023388625,0.00031936652,0.00021812598,0.00002512838,0.00022773721,0.000046410394,0.0004358444,0.0000018737834],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00411164,0.0001414755,0.0106719425,0.0021596586,0.0019561322,0.002655542,0.0016753131,0.01143513,0.8548077,0.00008963837,0.00010179435,0.11019406],"study_design_scores_gemma":[0.016458023,0.01940462,0.030565869,0.00062456564,0.0009288243,0.010751385,0.001820568,0.63289243,0.28391626,0.000006152107,0.0017262243,0.00090504147],"about_ca_topic_score_codex":0.000022207232,"about_ca_topic_score_gemma":8.9441943e-7,"teacher_disagreement_score":0.62145734,"about_ca_system_score_codex":0.0009390436,"about_ca_system_score_gemma":0.00003761573,"threshold_uncertainty_score":0.95376045},"labels":[],"label_agreement":null},{"id":"W3009597921","doi":"10.1007/s11695-020-04514-3","title":"Obstructive Sleep Apnea and Non-alcoholic Fatty Liver Disease in Obese Patients Undergoing Bariatric Surgery","year":2020,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Toronto General Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Fatty liver; Gastroenterology; Internal medicine; Obstructive sleep apnea; Perioperative; Liver biopsy; Population; Polysomnography; Sleep apnea; Surgery; Biopsy; Apnea; Disease","score_opus":0.023744419401755826,"score_gpt":0.24768137629365378,"score_spread":0.22393695689189796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009597921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971769,0.00064011145,0.00014262456,0.0006941439,0.00030579994,0.0007090596,0.00004212588,0.00008478084,0.00020444077],"genre_scores_gemma":[0.9986336,0.00022803053,0.00015182994,0.00049304136,0.00027598505,0.000035835714,0.00009996347,0.00006607542,0.000015629108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99664277,0.0002874993,0.0005950197,0.0008734644,0.00080671266,0.00079454825],"domain_scores_gemma":[0.9957445,0.0022846058,0.0001694422,0.00042169323,0.00024611605,0.0011336355],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004965086,0.00038260626,0.000906285,0.0006491738,0.00016038233,0.00006708498,0.0001286692,0.00016997076,0.0001686616],"category_scores_gemma":[0.0035090242,0.0003865434,0.0003116105,0.0012927963,0.00020897924,0.0004485802,0.0003265219,0.0005691175,0.00014487476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061626703,0.00040487386,0.9812843,0.0007307839,0.00009759363,0.00069986057,0.00040241473,0.000008849519,0.000091023336,0.000014002662,0.00023439535,0.015415639],"study_design_scores_gemma":[0.0010826646,0.00004612589,0.99492085,0.000114145136,0.000099438665,0.000006180292,0.00010029967,0.0028588246,0.0002886159,0.00007819649,0.000051056075,0.0003536124],"about_ca_topic_score_codex":0.00022524428,"about_ca_topic_score_gemma":0.00004981682,"teacher_disagreement_score":0.015062027,"about_ca_system_score_codex":0.00027548446,"about_ca_system_score_gemma":0.00023679173,"threshold_uncertainty_score":0.9998586},"labels":[],"label_agreement":null},{"id":"W3009803632","doi":"10.5664/jcsm.8392","title":"Prevalence of sleep-disordered breathing in opioid users with chronic pain: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Women's College Hospital; London Health Sciences Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Pain medicine; Sleep medicine; Family medicine; Psychiatry; Anesthesiology; Sleep disorder","score_opus":0.14158916679936415,"score_gpt":0.4510289057154239,"score_spread":0.3094397389160598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009803632","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015132646,0.992289,0.00062116125,0.0030113102,0.000077261946,0.0039026872,0.000025573954,0.000010589033,0.000047272166],"genre_scores_gemma":[0.00073025847,0.99726075,0.00078712497,0.00063548185,0.0003327596,0.00009317732,0.000012697735,0.00007823664,0.00006950661],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98225784,0.004518552,0.009638981,0.0007678662,0.0023308562,0.0004858752],"domain_scores_gemma":[0.9821599,0.0072315177,0.007677035,0.0010313622,0.0010249311,0.0008752368],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01918539,0.00079597905,0.031628482,0.0010881298,0.00003676981,0.0000152262155,0.00080328237,0.00044707468,0.00071045815],"category_scores_gemma":[0.023593443,0.00039136162,0.0042334846,0.0028287668,0.00073922914,0.00016669542,0.00018091901,0.0031240452,0.0000053216327],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010622039,0.00017857023,0.00049949804,0.8035511,0.15381329,0.0006825145,0.000066306995,0.0000016062523,9.552133e-8,0.0000060424677,0.000031879852,0.04106292],"study_design_scores_gemma":[0.0019521454,0.0034948739,0.00016108104,0.23801994,0.751839,0.0006387814,0.000047313144,0.00013029958,8.3375404e-8,0.0000072076787,0.0034753014,0.00023401776],"about_ca_topic_score_codex":0.000028717028,"about_ca_topic_score_gemma":0.000018042709,"teacher_disagreement_score":0.5980257,"about_ca_system_score_codex":0.00029022916,"about_ca_system_score_gemma":0.00058560836,"threshold_uncertainty_score":0.99985385},"labels":[],"label_agreement":null},{"id":"W3010969381","doi":"10.1016/j.prrv.2020.02.008","title":"Anti-inflammatory medications for the treatment of pediatric obstructive sleep apnea","year":2020,"lang":"en","type":"review","venue":"Paediatric Respiratory Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Intensive care medicine; Pediatrics; Anesthesia; Internal medicine","score_opus":0.10037666583905949,"score_gpt":0.38121940599151,"score_spread":0.2808427401524505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010969381","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011621106,0.9811565,0.00053937343,0.00011309471,0.00083282805,0.016674183,0.00035233633,0.000077885335,0.0002421778],"genre_scores_gemma":[0.000005501768,0.9857113,0.000683797,0.00008443559,0.0066101523,0.00649332,0.00013354201,0.00020439629,0.00007359775],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99290085,0.0010061845,0.0031184168,0.0012264504,0.0009802278,0.0007678922],"domain_scores_gemma":[0.99130523,0.0030873097,0.0024805835,0.0020040402,0.00051475235,0.000608078],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014117729,0.001108452,0.005960516,0.00079528603,0.00029833362,0.0000383124,0.0009357649,0.0005800639,0.00017890483],"category_scores_gemma":[0.0014760236,0.00063529756,0.0035305326,0.0026848945,0.0003689721,0.00010731401,0.00014642662,0.00072878547,0.00047266806],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025747446,0.00024441336,0.0004952713,0.031115713,0.0012781876,0.000024266565,0.00013134745,2.6241963e-7,0.0000012168706,0.0000895076,0.0011168902,0.96547717],"study_design_scores_gemma":[0.0011079807,0.00083404285,0.00015946505,0.0004453941,0.022738153,0.000025649626,0.000032783915,0.000025638179,0.0000039314878,0.000010427218,0.9741702,0.00044631862],"about_ca_topic_score_codex":0.000003104558,"about_ca_topic_score_gemma":0.0000012651082,"teacher_disagreement_score":0.97305334,"about_ca_system_score_codex":0.0007576947,"about_ca_system_score_gemma":0.0010713072,"threshold_uncertainty_score":0.9996098},"labels":[],"label_agreement":null},{"id":"W3011089620","doi":"10.1113/ep088430","title":"Progesterone decreases apnoea and reduces oxidative stress induced by chronic intermittent hypoxia in ovariectomized female rats","year":2020,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Endocrinology; Ovariectomized rat; Internal medicine; Oxidative stress; Intermittent hypoxia; Hypoxia (environmental); Malondialdehyde; Superoxide dismutase; Blood pressure; Medicine; Chemistry; Oxygen; Estrogen; Obstructive sleep apnea","score_opus":0.032961453064301656,"score_gpt":0.3246357611031305,"score_spread":0.2916743080388289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011089620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963171,0.0018333764,0.00000340184,0.0005491102,0.00007812781,0.0009918521,0.000019673833,0.000047120946,0.00016024808],"genre_scores_gemma":[0.99903256,0.000017635402,0.00014050028,0.0002575988,0.00016007094,0.00022780325,0.000111728696,0.00003339156,0.000018708259],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998256,0.00022479854,0.0002906461,0.00062961737,0.00019168275,0.0004072331],"domain_scores_gemma":[0.9993181,0.0000878121,0.00008697906,0.0001861533,0.000038975973,0.00028194397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005536703,0.0002525306,0.00055301236,0.00008312427,0.000054140284,0.00001964803,0.00014078096,0.000110348075,0.0003049439],"category_scores_gemma":[0.000095553325,0.00022124282,0.000057306148,0.00018803347,0.00033756837,0.0001422406,0.00029837363,0.00032385322,0.000031562155],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022018498,0.0005471866,0.0005191041,0.000049310467,0.00011751614,0.000031241812,0.0017739496,4.375286e-7,0.99226826,0.00002444431,0.000082308594,0.0023844128],"study_design_scores_gemma":[0.005379256,0.0021737083,0.032649115,0.000051494822,0.0000142302215,0.000011601176,0.002918519,0.00020689152,0.95636874,0.000011738499,0.00003538232,0.00017933002],"about_ca_topic_score_codex":0.00008713091,"about_ca_topic_score_gemma":0.000004691412,"teacher_disagreement_score":0.035899505,"about_ca_system_score_codex":0.00023052617,"about_ca_system_score_gemma":0.00006213998,"threshold_uncertainty_score":0.902202},"labels":[],"label_agreement":null},{"id":"W3011669399","doi":"10.1007/978-3-030-28803-7_10","title":"Sleep-Disordered Breathing and Bariatric Surgery","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Obesity; Weight loss; Positive airway pressure; Depression (economics); Gold standard (test); Sleep apnea; Perioperative; Pathophysiology; Surgery; Intensive care medicine; Internal medicine","score_opus":0.03182148941625553,"score_gpt":0.2652908297253254,"score_spread":0.23346934030906988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011669399","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00041224554,0.0025567522,0.0004563084,0.0033788823,0.00021857087,0.0006801978,0.000026514057,0.00019378621,0.99207675],"genre_scores_gemma":[0.17274553,0.0012610706,0.0033475074,0.0016562041,0.0019412744,0.000029260204,0.00034709243,0.00050338585,0.8181687],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980707,0.000020146244,0.00037681765,0.0006284426,0.00060155755,0.00030228935],"domain_scores_gemma":[0.9985916,0.00038471137,0.00010177175,0.00037275525,0.00015421913,0.00039492888],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000200174,0.00036195238,0.0008256065,0.0004262748,0.00007469504,0.000044283403,0.00008701218,0.0003827314,0.0032748594],"category_scores_gemma":[0.00023973874,0.00031614615,0.00023856976,0.00007599783,0.00013288081,0.00006581405,0.00023382947,0.0008195096,0.00038810156],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093638146,0.0001125084,0.010165185,0.0031555153,0.0029986622,0.0045306855,0.00044203555,5.876949e-7,0.00064084155,0.25748143,0.015615914,0.70392025],"study_design_scores_gemma":[0.012417252,0.001790221,0.026164463,0.0014372802,0.0054138605,0.004498571,0.00057954405,0.0059735,0.00081580854,0.07090135,0.86375993,0.0062482287],"about_ca_topic_score_codex":0.00004406976,"about_ca_topic_score_gemma":0.0000059460344,"teacher_disagreement_score":0.848144,"about_ca_system_score_codex":0.000097523196,"about_ca_system_score_gemma":0.000079291116,"threshold_uncertainty_score":0.9999291},"labels":[],"label_agreement":null},{"id":"W3011750947","doi":"10.1186/s12890-020-1063-8","title":"The effect of obstructive sleep apnea syndrome on serum S100B and NSE levels: a systematic review and meta-analysis of observational studies","year":2020,"lang":"en","type":"review","venue":"BMC Pulmonary Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Obstructive sleep apnea; Cochrane Library; Internal medicine; Confidence interval; Observational study; Web of science; Gastroenterology; MEDLINE","score_opus":0.2353327468001414,"score_gpt":0.4252397700988462,"score_spread":0.18990702329870482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011750947","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013055965,0.99115396,0.000010239401,0.000983522,0.00007062285,0.0071435277,0.0003965862,0.00002039723,0.00009060517],"genre_scores_gemma":[0.0022628012,0.99603796,0.000085248335,0.000119758166,0.000053669988,0.0010069428,0.000119183744,0.00006959237,0.00024481918],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99206305,0.0025377402,0.0025055108,0.0008820401,0.0016438267,0.00036784745],"domain_scores_gemma":[0.9835589,0.012716789,0.0017947637,0.001099683,0.0005514009,0.00027845005],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0035675012,0.0008913925,0.019873435,0.00066170323,0.00013829404,0.000008257913,0.0004017154,0.00020935542,0.00009271755],"category_scores_gemma":[0.009250767,0.00039977764,0.0017434848,0.002435222,0.001291778,0.000077685996,0.0003374692,0.0006887822,0.000005157373],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007806498,0.000025677473,0.00013660383,0.7767654,0.2158561,0.00016768754,0.00006530376,2.9934046e-7,8.4272466e-7,0.00013124997,0.000015084752,0.006757701],"study_design_scores_gemma":[0.00046464373,0.001669729,0.0014610074,0.07129922,0.9222736,0.00092840014,0.00020926227,0.000093458744,0.0000013011067,0.000025597468,0.0013178904,0.00025591918],"about_ca_topic_score_codex":0.00001140127,"about_ca_topic_score_gemma":0.000005320566,"teacher_disagreement_score":0.70641744,"about_ca_system_score_codex":0.00016342611,"about_ca_system_score_gemma":0.00009404432,"threshold_uncertainty_score":0.9998454},"labels":[],"label_agreement":null},{"id":"W3011813470","doi":"10.1109/tim.2020.2981111","title":"Unobtrusive Screening of Central Sleep Apnea From Pressure Sensors Measurements: A Patient-Specific Longitudinal Study","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Instrumentation and Measurement","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Bruyère; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; AGE-WELL","keywords":"Polysomnography; Sleep apnea; Sleep (system call); Medicine; Remote patient monitoring; Support vector machine; Computer science; Apnea; Artificial intelligence; Internal medicine","score_opus":0.10198339654152072,"score_gpt":0.2995272515534765,"score_spread":0.19754385501195576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011813470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8610104,0.00014634781,0.13570437,0.0005680836,0.00032685764,0.0019134961,0.00011240751,0.00006438057,0.00015369161],"genre_scores_gemma":[0.9978169,0.000019830837,0.0018144501,0.00014791821,0.00006082465,0.00008705916,0.0000129155915,0.000034273315,0.0000058289975],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99632144,0.00021449741,0.000577234,0.000586733,0.001956341,0.00034375492],"domain_scores_gemma":[0.9986126,0.00003400979,0.0001805414,0.00025639156,0.00051672757,0.00039976818],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021122387,0.00028387274,0.0004031184,0.00019198103,0.00020239319,0.00004281938,0.0000919099,0.000074214564,0.0004674228],"category_scores_gemma":[0.000023836383,0.00027334885,0.00013284675,0.00035979477,0.000114201306,0.00020017364,0.000004571537,0.0003456224,0.000012711611],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009851652,0.0047669974,0.13141356,0.00031928468,0.00552853,0.000056194982,0.023678184,0.006222072,0.22395788,0.000018756613,0.00009163719,0.59409523],"study_design_scores_gemma":[0.024074135,0.007475206,0.27982447,0.0002517973,0.0018946199,0.000020206093,0.03250716,0.007973501,0.6445914,0.000012670606,0.0006456536,0.00072920177],"about_ca_topic_score_codex":0.00016830472,"about_ca_topic_score_gemma":0.000037701793,"teacher_disagreement_score":0.593366,"about_ca_system_score_codex":0.00017370374,"about_ca_system_score_gemma":0.000043198,"threshold_uncertainty_score":0.99997187},"labels":[],"label_agreement":null},{"id":"W3012001074","doi":"10.1002/hbm.24971","title":"Cerebral white matter diffusion properties and free‐water with obstructive sleep apnea severity in older adults","year":2020,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Institut Universitaire de Gériatrie de Montréal; Centre Hospitalier Universitaire de Sherbrooke; Hôpital du Sacré-Cœur de Montréal; Hôpital Rivière-des-Prairies; Université du Québec à Montréal; Université de Sherbrooke; Université de Montréal","funders":"National Institute on Aging; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; White matter; Medicine; Sleep (system call); Psychology; Audiology; Magnetic resonance imaging; Cardiology; Radiology","score_opus":0.022940764323453693,"score_gpt":0.23456470775609356,"score_spread":0.21162394343263988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012001074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852329,0.000044719556,0.00027090224,0.012070924,0.000028049659,0.0009964248,0.0000063626967,0.00006924528,0.0012805022],"genre_scores_gemma":[0.99669355,4.7347706e-7,0.00063132355,0.0021011762,0.00016483478,0.00005457919,0.000024813846,0.000052378964,0.00027686555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801624,0.00012318065,0.0002891205,0.0006255076,0.0004204773,0.00052546],"domain_scores_gemma":[0.9992543,0.000027064043,0.000052374256,0.0003292657,0.00010910845,0.0002279034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015292561,0.00026689403,0.00038868087,0.00018699664,0.00019057732,0.00006980881,0.00016424133,0.00010391704,0.0006802177],"category_scores_gemma":[0.000068919704,0.00018215536,0.000045783665,0.00020741338,0.00028464582,0.00025379247,0.000399553,0.0005230574,0.000053238815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000677078,0.00009299282,0.89609355,0.00083872967,0.0000740662,0.00013908415,0.035816457,0.0000032134542,0.06450168,0.00003497677,0.00022681833,0.0015013756],"study_design_scores_gemma":[0.005150038,0.00019084729,0.9853019,0.0003186486,0.000016067715,0.00005301633,0.0049318806,0.0021520208,0.0013996849,0.00008427775,0.00012798887,0.00027361355],"about_ca_topic_score_codex":0.00008706639,"about_ca_topic_score_gemma":0.00005847807,"teacher_disagreement_score":0.08920839,"about_ca_system_score_codex":0.00009460001,"about_ca_system_score_gemma":0.000010349776,"threshold_uncertainty_score":0.74479073},"labels":[],"label_agreement":null},{"id":"W3012097498","doi":"10.1186/s13005-020-00216-4","title":"Development, validation and application of a 3D printed model depicting adenoid hypertrophy in comparison to a Nasoendoscopy","year":2020,"lang":"en","type":"article","venue":"Head & Face Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Adenoid hypertrophy; Otorhinolaryngology; Medicine; Adenoid; Intraclass correlation; Head and neck surgery; Predictive value; Nuclear medicine; Radiology; Surgery; Internal medicine; Adenoidectomy; Tonsillectomy","score_opus":0.06469936910649372,"score_gpt":0.36775539346988395,"score_spread":0.30305602436339024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012097498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85557663,0.00021192031,0.13737866,0.0055875997,0.00001562467,0.0009566907,0.0000016357703,0.000037705806,0.00023350578],"genre_scores_gemma":[0.9611711,0.000007270222,0.038260408,0.00035955082,0.000065523986,0.00007146265,0.00002925171,0.000021447368,0.0000139867125],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984084,0.00004416204,0.0004975679,0.0003569768,0.00045631547,0.00023662942],"domain_scores_gemma":[0.99924564,0.00007121373,0.00010051637,0.00017303406,0.00014548833,0.00026411866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024727534,0.0001433147,0.0004652098,0.0002068047,0.000038633316,0.000004025173,0.00008284626,0.000056077766,0.000017352082],"category_scores_gemma":[0.00056164496,0.00012416585,0.000014177207,0.00057152426,0.0000824723,0.0000530324,0.00008394084,0.00025796055,0.000015556829],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064512546,0.000094746676,0.1975898,0.00042776915,0.00003552429,0.0000055829787,0.011926523,0.0010115644,0.7301016,0.000067608395,0.000027219972,0.05806692],"study_design_scores_gemma":[0.007570443,0.001121217,0.12641618,0.00052918284,0.000081552884,0.000020752452,0.0040507787,0.6508707,0.20765865,0.000017695293,0.0014139573,0.00024889098],"about_ca_topic_score_codex":0.00009357014,"about_ca_topic_score_gemma":0.000035442838,"teacher_disagreement_score":0.64985913,"about_ca_system_score_codex":0.00011746638,"about_ca_system_score_gemma":0.00005444542,"threshold_uncertainty_score":0.50633365},"labels":[],"label_agreement":null},{"id":"W3012128300","doi":"10.3389/fendo.2020.00131","title":"Editorial: Metabolic Health in Normal and Abnormal Sleep","year":2020,"lang":"en","type":"editorial","venue":"Frontiers in Endocrinology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; American Academy of Sleep Medicine","keywords":"Sleep (system call); Medicine; Physiology; Endocrinology; Computer science","score_opus":0.00948183566029439,"score_gpt":0.2930585439328761,"score_spread":0.28357670827258175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012128300","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004990072,0.010859578,0.00017247116,0.0027225316,0.98382306,0.0010090375,0.00017385867,0.00008022546,0.00066024],"genre_scores_gemma":[0.0008484016,0.0047336603,0.0034367184,0.00019889693,0.9899097,0.00014201134,0.0004814589,0.00011674913,0.00013241578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99481726,0.0004957612,0.0009251787,0.001112282,0.0009656761,0.0016838169],"domain_scores_gemma":[0.9982912,0.0003009723,0.00025196528,0.0005094162,0.00019067548,0.00045574905],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00045049493,0.00055242924,0.0021965234,0.001431228,0.000066963235,0.00003064594,0.00043205006,0.0010572483,0.000041250216],"category_scores_gemma":[0.0018367168,0.0005792548,0.00013389297,0.0006619577,0.00049490354,0.00015889805,0.00049820374,0.0048077796,0.000027592754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010186267,0.00011666446,0.026525673,0.000313184,0.00019706713,0.00042542265,0.00029808446,0.0000025651589,0.000009444564,0.00008304192,0.9401375,0.030872723],"study_design_scores_gemma":[0.0065955836,0.00063660846,0.0067311884,0.00005960395,0.000060216033,0.00003846448,0.00024147208,0.00013201643,0.000029104614,0.00016024504,0.9849667,0.0003487973],"about_ca_topic_score_codex":0.000942546,"about_ca_topic_score_gemma":0.00026491148,"teacher_disagreement_score":0.044829194,"about_ca_system_score_codex":0.0006662156,"about_ca_system_score_gemma":0.00070380507,"threshold_uncertainty_score":0.9996659},"labels":[],"label_agreement":null},{"id":"W3012142010","doi":"10.2344/anpr-66-03-04","title":"Alternative Transoral Application of Nasopharyngeal Airways","year":2020,"lang":"en","type":"article","venue":"Anesthesia Progress","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Macroglossia; Airway obstruction; Airway; Tongue; Anesthesia; Adenoid hypertrophy; Airway management; Hypoplasia; Mouth breathing; Surgery; Adenoid; Breathing; Dentistry; Adenoidectomy; Tonsillectomy; Pathology","score_opus":0.027701958874895346,"score_gpt":0.3087191046793193,"score_spread":0.28101714580442394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012142010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852543,0.00053424895,0.0022946582,0.010204225,0.000010646242,0.0009878083,0.0000036622387,0.00008839929,0.0006220851],"genre_scores_gemma":[0.99755925,0.000007760793,0.0018395542,0.000304317,0.0001483655,0.000082193976,0.000022027425,0.000025547704,0.00001097057],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99886256,0.00004756056,0.00020093967,0.00026503997,0.00042246273,0.00020144176],"domain_scores_gemma":[0.99935627,0.000028610393,0.00007625734,0.00018653121,0.00017127898,0.0001810492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008963713,0.000114849194,0.00027593595,0.000052077816,0.000028367418,0.000007860461,0.00016094469,0.00005630941,0.000056149343],"category_scores_gemma":[0.000018787046,0.000100183606,0.00008556748,0.00027628845,0.00023516706,0.000083362014,0.00001635953,0.00015981878,0.000057416386],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025249433,0.000730594,0.37587428,0.0008559479,0.00026831013,0.00077264645,0.003718226,0.000017996128,0.023219746,0.012889196,0.00013716749,0.57899094],"study_design_scores_gemma":[0.010421385,0.0065145725,0.2716408,0.00013158051,0.00042155248,0.0007713277,0.0007973276,0.055239707,0.6282715,0.0009835034,0.02404897,0.00075775903],"about_ca_topic_score_codex":0.00001754678,"about_ca_topic_score_gemma":4.3758834e-7,"teacher_disagreement_score":0.60505176,"about_ca_system_score_codex":0.00002483346,"about_ca_system_score_gemma":0.000026600235,"threshold_uncertainty_score":0.40853688},"labels":[],"label_agreement":null},{"id":"W3012374021","doi":"10.1183/13993003.00144-2020","title":"Suboptimal CPAP adherence: half a loaf is better than no bread at all","year":2020,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Daytime; Excessive daytime sleepiness; Bit (key); Psychiatry; Sleep disorder; Insomnia","score_opus":0.0642163540328326,"score_gpt":0.30994566473400353,"score_spread":0.24572931070117093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012374021","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06328095,0.0027244592,0.00008944729,0.8196747,0.002990065,0.0013829302,0.00028314683,0.00032975935,0.109244555],"genre_scores_gemma":[0.0027438316,0.000071025264,0.00080569956,0.9474927,0.038009766,0.000011410685,0.00012290986,0.00061793893,0.010124685],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99104244,0.001959873,0.0013028798,0.0012866575,0.0027927903,0.0016153692],"domain_scores_gemma":[0.9958022,0.00016563364,0.0007986926,0.0012202258,0.0009180481,0.0010951535],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011121158,0.0010109629,0.0011713109,0.00058965816,0.00045016484,0.0004183135,0.0012991428,0.0005371063,0.011089628],"category_scores_gemma":[0.00037085978,0.0008594314,0.0009311118,0.00035615015,0.00054721435,0.00025704724,0.00088459224,0.011750447,0.027386883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005034092,0.00005450977,0.0061640097,0.00030636863,0.0007753218,0.09101128,0.00030574886,2.7349176e-7,0.0059941527,6.450188e-7,0.88928753,0.0055967537],"study_design_scores_gemma":[0.002985271,0.0018235251,0.0061474442,0.00038156772,0.00033457825,0.0040217396,0.000024500807,0.000017810728,0.00076704833,0.000007764183,0.98272365,0.00076511723],"about_ca_topic_score_codex":0.0000060197285,"about_ca_topic_score_gemma":0.0000015504407,"teacher_disagreement_score":0.12781805,"about_ca_system_score_codex":0.0007701363,"about_ca_system_score_gemma":0.00032621744,"threshold_uncertainty_score":0.99938565},"labels":[],"label_agreement":null},{"id":"W3012820178","doi":"10.14814/phy2.14376","title":"Urine biomarkers of renal renin–angiotensin system activity: Exploratory analysis in humans with and without obstructive sleep apnea","year":2020,"lang":"en","type":"article","venue":"Physiological Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada); BC Centre for Disease Control; Alberta Kidney Disease Network; Hotchkiss Brain Institute; Libin Cardiovascular Institute of Alberta; Foothills Medical Centre; University of Calgary","funders":"University of Calgary","keywords":"Obstructive sleep apnea; Medicine; Hypoxemia; Internal medicine; Continuous positive airway pressure; Sleep apnea; Renin–angiotensin system; Urine; Biomarker; Albuminuria; Blood pressure; Urology; Gastroenterology","score_opus":0.037961516954687226,"score_gpt":0.29004722413224265,"score_spread":0.2520857071775554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012820178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978896,0.00009714096,0.00077627314,0.0002678428,0.000022744682,0.00052322104,0.000008026374,0.00007405835,0.00034110708],"genre_scores_gemma":[0.9987911,0.000004242617,0.0010098732,0.000038926028,0.000066262204,0.000037298836,0.000023609116,0.000022840799,0.000005871571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975131,0.00020745874,0.0005072805,0.00084536744,0.00056606,0.0003606902],"domain_scores_gemma":[0.99851424,0.00008569695,0.00037683765,0.000441211,0.00025104897,0.00033095846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028752643,0.00026854622,0.0010970274,0.00027538944,0.00005346477,0.000012628508,0.00007454989,0.00013464686,0.000034019806],"category_scores_gemma":[0.00039770018,0.00018248297,0.00017686823,0.0013958232,0.0005004457,0.00012592216,0.00016413078,0.0003571247,0.0000017124574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027807127,0.00019837456,0.5999092,0.00014556295,0.0022477056,0.002081834,0.000455623,0.0002003511,0.38898027,0.00004909223,0.000011447636,0.0029398492],"study_design_scores_gemma":[0.0010002543,0.0009190317,0.9725443,0.00006075496,0.0005989883,0.00010496019,0.00045031589,0.004507626,0.019551013,0.000044005148,0.000010447056,0.00020831796],"about_ca_topic_score_codex":0.00008343939,"about_ca_topic_score_gemma":0.000017237093,"teacher_disagreement_score":0.3726351,"about_ca_system_score_codex":0.000114644616,"about_ca_system_score_gemma":0.00003913305,"threshold_uncertainty_score":0.7441439},"labels":[],"label_agreement":null},{"id":"W3012829482","doi":"10.1001/jamaneurol.2020.0311","title":"Association of Sleep-Disordered Breathing With Alzheimer Disease Biomarkers in Community-Dwelling Older Adults","year":2020,"lang":"en","type":"article","venue":"JAMA Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universitätsklinikum Köln; University College London; Deutsches Zentrum für Neurodegenerative Erkrankungen; Hospices Civils de Lyon; Institut National de la Santé et de la Recherche Médicale; Université de Genève; University of Exeter","keywords":"Medicine; Polysomnography; Dementia; Neuroimaging; Cognitive decline; Montreal Cognitive Assessment; Alzheimer's disease; Neuropsychology; Internal medicine; Psychology; Cardiology; Cognition; Disease; Apnea; Psychiatry","score_opus":0.01787309455084521,"score_gpt":0.2698412906354996,"score_spread":0.25196819608465437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012829482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97073615,0.00021432654,0.00011343112,0.027885513,0.000045511842,0.00052664353,0.000013600998,0.00003989546,0.00042495923],"genre_scores_gemma":[0.99731874,0.000012704513,0.00017704244,0.0023343056,0.00006242769,0.000020138461,0.000037984064,0.00003253743,0.00000414389],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980863,0.0007022624,0.0002834473,0.00026106107,0.00034243305,0.00032452896],"domain_scores_gemma":[0.99866563,0.00053274626,0.00015596191,0.0002709218,0.0001661406,0.00020860328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003548696,0.00013828762,0.00032212585,0.00016743198,0.00006235284,0.00001057982,0.00015606785,0.00016553873,0.00007759137],"category_scores_gemma":[0.00082464906,0.00012585601,0.000058694797,0.00043798392,0.00010059992,0.00010636174,0.00010302861,0.0011493847,0.000013195755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008785523,0.00034925365,0.97362405,0.0001908984,0.00042093926,0.00029196095,0.0030608801,0.0001334675,0.0010159494,0.000020169804,0.0000929401,0.012013977],"study_design_scores_gemma":[0.008091294,0.0009921212,0.9669668,0.00005520537,0.00021509656,0.000016213502,0.00047447626,0.022209758,0.00066117814,0.000028481307,0.00016280172,0.00012657451],"about_ca_topic_score_codex":0.00031818723,"about_ca_topic_score_gemma":0.00007335164,"teacher_disagreement_score":0.026582597,"about_ca_system_score_codex":0.000032566528,"about_ca_system_score_gemma":0.000038206825,"threshold_uncertainty_score":0.51322585},"labels":[],"label_agreement":null},{"id":"W3013741677","doi":"10.1016/j.cjco.2020.03.010","title":"Effects of CPAP on Blood Pressure and Sympathetic Activity in Patients With Diabetes Mellitus, Chronic Kidney Disease, and Resistant Hypertension","year":2020,"lang":"en","type":"article","venue":"CJC Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Department of Medicine, Ottawa Hospital; University of Ottawa","keywords":"Medicine; Continuous positive airway pressure; Blood pressure; Diabetes mellitus; Obstructive sleep apnea; Internal medicine; Kidney disease; Sleep apnea; Sympathetic activity; Ambulatory blood pressure; Sympathetic nervous system; Cardiology; Anesthesia; Endocrinology; Heart rate","score_opus":0.00897356960967745,"score_gpt":0.23833867480670037,"score_spread":0.2293651051970229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013741677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995719,0.0016984665,5.309211e-7,0.0007102232,0.000011982302,0.001736183,0.000029470199,0.00000826275,0.000085860316],"genre_scores_gemma":[0.99968237,0.000042650576,0.000036221274,0.00014128238,0.000017353328,0.00003444609,0.000010993489,0.000021009548,0.000013698189],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893296,0.000111458416,0.00010298102,0.00035957535,0.0002935498,0.00019950472],"domain_scores_gemma":[0.99915224,0.00012706163,0.000049507224,0.00020951439,0.00006498687,0.00039671452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008859282,0.00013027627,0.00038392816,0.000051475094,0.000036356818,0.000025487188,0.00010566819,0.000041552554,0.000011575917],"category_scores_gemma":[0.00035831216,0.00009258223,0.000016261825,0.00014495409,0.0001282634,0.00010715572,0.00024201995,0.00016160945,0.0000016467098],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076095243,0.0014426834,0.85127383,0.0051614344,0.0006333903,0.00014040919,0.00036274584,0.0000031309812,0.11947783,0.00007773663,0.000071913884,0.013745359],"study_design_scores_gemma":[0.00933371,0.003266463,0.9476541,0.0007041277,0.00054607773,2.4385582e-7,0.000008167124,0.0003121335,0.03795094,0.000019149258,0.00009860089,0.00010624381],"about_ca_topic_score_codex":0.00002448426,"about_ca_topic_score_gemma":0.0000025799802,"teacher_disagreement_score":0.0963803,"about_ca_system_score_codex":0.000019187246,"about_ca_system_score_gemma":0.00006588943,"threshold_uncertainty_score":0.37753937},"labels":[],"label_agreement":null},{"id":"W3014146482","doi":"10.1007/s11325-020-02068-3","title":"Perioperative myocardial injury risk after elective knee and hip arthroplasty in patients with a high risk of obstructive sleep apnea","year":2020,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stornoway Diamond (Canada); Providence Health Care; University of British Columbia","funders":"Vancouver Coastal Health Research Institute","keywords":"Medicine; Obstructive sleep apnea; Perioperative; Hypoxemia; Anesthesia; Troponin; Sleep apnea; Incidence (geometry); Surgery; Internal medicine; Myocardial infarction","score_opus":0.004906046701570029,"score_gpt":0.21790757675127068,"score_spread":0.21300153004970065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014146482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99773985,0.00022844023,0.00040097572,0.0001103483,0.00006948242,0.00094264426,0.00030100867,0.000028199318,0.00017907594],"genre_scores_gemma":[0.99807113,0.000032961852,0.001563988,0.00009000993,0.000117182826,0.000058400226,0.000021063512,0.0000415811,0.0000036580466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978729,0.00027374297,0.00032305426,0.0006452225,0.0004826711,0.00040241002],"domain_scores_gemma":[0.99890125,0.00014778759,0.00016847234,0.0001945485,0.00030389224,0.00028402903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001933738,0.0003172658,0.0006173525,0.00019057395,0.00014585652,0.000042658987,0.00005246671,0.00014175421,0.00004016471],"category_scores_gemma":[0.0003406575,0.00024385189,0.000068531466,0.0004218762,0.00042778268,0.00032196898,0.00015997395,0.0008060638,0.0000040559903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061356947,0.00011834646,0.8857161,0.00006427874,0.0005916142,0.000046294044,0.011146352,0.0000074727377,0.00020400481,0.00003925009,0.0000011286712,0.095929466],"study_design_scores_gemma":[0.007338672,0.002787677,0.98479337,0.000060291655,0.00033049466,0.000011581412,0.0018546717,0.0012709795,0.0011958771,0.00008283991,0.000017289694,0.0002562453],"about_ca_topic_score_codex":0.00041612043,"about_ca_topic_score_gemma":0.000035016987,"teacher_disagreement_score":0.099077284,"about_ca_system_score_codex":0.00010699623,"about_ca_system_score_gemma":0.000033387347,"threshold_uncertainty_score":0.99439913},"labels":[],"label_agreement":null},{"id":"W3014177705","doi":"10.5664/jcsm.8456","title":"Physical activity is associated with reduced prevalence of self-reported obstructive sleep apnea in a large, general population cohort study","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Cohort; Cohort study; Sleep (system call); Population; Physical activity; Sleep apnea; Polysomnography; Physical therapy; Pediatrics; Apnea; Internal medicine; Environmental health","score_opus":0.059808452061113244,"score_gpt":0.41059536217725257,"score_spread":0.3507869101161393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014177705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99529195,0.00005374581,0.00022185723,0.0025230271,0.00028059375,0.0014198888,0.000014232375,0.00003096196,0.00016371845],"genre_scores_gemma":[0.99802095,0.000023881692,0.00039916526,0.0002489539,0.0012178717,0.0000124511125,0.000009406635,0.00004435278,0.000022990422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99303097,0.0009826348,0.0023365659,0.0005990126,0.0025868134,0.00046401424],"domain_scores_gemma":[0.9936122,0.0011434406,0.0025981572,0.0004168452,0.0015228214,0.0007065412],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0037626817,0.00033672494,0.0024756633,0.00026896558,0.000053470332,0.000008435077,0.00030627064,0.00022742795,0.00016710968],"category_scores_gemma":[0.01193396,0.0002266732,0.0003245627,0.0012397172,0.00029760465,0.00029408195,0.000112017224,0.0019389907,0.0000026162259],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052161757,0.005587812,0.97297055,0.00014069946,0.0027566869,0.0007324072,0.001747807,0.000033102548,0.0021072428,0.0000079581305,0.000037871014,0.008661717],"study_design_scores_gemma":[0.01750681,0.01077072,0.95143,0.00025078215,0.0021533037,0.00008159417,0.00042722924,0.016523723,0.0006382965,0.000036073037,0.0000060731927,0.00017535068],"about_ca_topic_score_codex":0.00007460111,"about_ca_topic_score_gemma":0.000016574928,"teacher_disagreement_score":0.021540476,"about_ca_system_score_codex":0.00025725242,"about_ca_system_score_gemma":0.00015397552,"threshold_uncertainty_score":0.9963889},"labels":[],"label_agreement":null},{"id":"W3014215482","doi":"10.1002/hbm.24995","title":"Gray matter volume and estimated brain age gap are not linked with <scp>sleep‐disordered</scp> breathing","year":2020,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Norman Cousins Center for Psychoneuroimmunology; National Institute of Mental Health; National Institute on Aging; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; Genentech; National Institutes of Health; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; DoD Alzheimer's Disease Neuroimaging Initiative; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; IXICO; Takeda Pharmaceutical Company; European Commission; AbbVie; Deutsche Forschungsgemeinschaft; Roche; University of Southern California; National Heart, Lung, and Blood Institute; Novartis Pharmaceuticals Corporation; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; Alzheimer's Drug Discovery Foundation; Merck; Fujirebio Europe; Alzheimer's Association; Foundation for the National Institutes of Health; GE Healthcare; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics","keywords":"Voxel-based morphometry; Neuroimaging; Grey matter; Effects of sleep deprivation on cognitive performance; Brain size; Psychology; Gray (unit); Cognitive decline; Voxel; Alzheimer's disease; Cognition; Audiology; Internal medicine; Medicine; White matter; Magnetic resonance imaging; Dementia; Neuroscience; Disease; Nuclear medicine; Radiology","score_opus":0.05765397444052988,"score_gpt":0.2958760452036115,"score_spread":0.2382220707630816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014215482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9631199,0.00014851155,0.005163575,0.025933793,0.000040922416,0.0010362803,0.00002211714,0.0003664811,0.0041683866],"genre_scores_gemma":[0.98346686,0.0000019196473,0.0033141873,0.010261085,0.0002901631,0.000050701616,0.00010401089,0.00013819063,0.0023728723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969739,0.00019767824,0.00044664982,0.00089133414,0.0006707818,0.000819712],"domain_scores_gemma":[0.9981994,0.00042292825,0.00020198566,0.00046961795,0.00017479813,0.0005312704],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000458865,0.00043348141,0.00068038586,0.00030439877,0.00048679378,0.00023221671,0.00025806337,0.0001928787,0.00030575038],"category_scores_gemma":[0.0010182185,0.00039683472,0.00010244133,0.0005522651,0.0003854692,0.0002471593,0.0002848975,0.00090581103,0.00026027093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013296137,0.00019549302,0.53783137,0.0020941407,0.0006292725,0.0030059002,0.019990258,0.00007038192,0.4063115,0.0005016264,0.026320301,0.0029167985],"study_design_scores_gemma":[0.004621714,0.00039853825,0.973361,0.0006092909,0.00008706017,0.00023823952,0.0036564812,0.009593987,0.00035271814,0.0002800058,0.006505021,0.00029591256],"about_ca_topic_score_codex":0.000070268325,"about_ca_topic_score_gemma":0.000023066394,"teacher_disagreement_score":0.43552968,"about_ca_system_score_codex":0.00010904808,"about_ca_system_score_gemma":0.000031357486,"threshold_uncertainty_score":0.99984837},"labels":[],"label_agreement":null},{"id":"W3014969285","doi":"10.1016/j.ajodo.2019.05.015","title":"Pediatric sleep-disordered breathing in the orthodontic population: Prevalence of positive risk and associations","year":2020,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"King's University College; University of Alberta","funders":"","keywords":"Medicine; Population; Obstructive sleep apnea; Pediatrics; Overweight; Sleep apnea; Risk factor; Polysomnography; Physical therapy; Obesity; Apnea; Internal medicine; Environmental health","score_opus":0.018558234561071113,"score_gpt":0.29626978462338155,"score_spread":0.2777115500623104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014969285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921376,0.0011095352,0.0052434416,0.001026005,0.000061575134,0.00029036435,0.00006326312,0.000005236423,0.00006297028],"genre_scores_gemma":[0.9916257,0.0025561291,0.0053313426,0.0002231778,0.00023575254,0.000001768688,0.000005422006,0.000017101269,0.0000035786686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975612,0.00048720394,0.0007441221,0.0002001456,0.00077436655,0.00023292405],"domain_scores_gemma":[0.997747,0.0005258733,0.00094969315,0.00012598981,0.00041600654,0.00023542532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012688952,0.00016016551,0.0005681085,0.00022800657,0.00011848081,0.000043252552,0.00013179398,0.000058282614,0.000007341855],"category_scores_gemma":[0.0019902224,0.000120342855,0.00013717386,0.0008500321,0.00023510866,0.0001817282,0.00007751763,0.0005991281,3.8132185e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017024405,0.00008263745,0.95770675,0.00010204927,0.00008409683,0.00009747216,0.0037390976,0.000024149746,0.000023413686,0.000107647305,0.000003818062,0.037858635],"study_design_scores_gemma":[0.0011178721,0.0011656822,0.9945582,0.000031776657,0.0005368342,0.00016407529,0.0015920694,0.0006592272,0.0000053197177,0.00003687502,0.000027437807,0.00010461418],"about_ca_topic_score_codex":0.00020460768,"about_ca_topic_score_gemma":0.000036531626,"teacher_disagreement_score":0.03775402,"about_ca_system_score_codex":0.00003582475,"about_ca_system_score_gemma":0.00007941363,"threshold_uncertainty_score":0.4907439},"labels":[],"label_agreement":null},{"id":"W3015178952","doi":"10.3390/jcm9040989","title":"Prevalence of Undiagnosed Obstructive Sleep Apnea Among Patients Hospitalized for Cardiovascular Disease and Associated In-Hospital Outcomes: A Scoping Review","year":2020,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Toronto General Hospital; Toronto Western Hospital; University of Toronto; University Health Network","funders":"University Health Network Foundation; University of Toronto","keywords":"Medicine; Obstructive sleep apnea; Disease; Sleep apnea; Intensive care medicine; Emergency medicine; Sleep (system call); Pediatrics; Internal medicine","score_opus":0.06995340218578627,"score_gpt":0.4358189799685727,"score_spread":0.36586557778278644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015178952","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047536106,0.9855067,0.000079821155,0.00053406425,0.0010607112,0.007920884,0.00011275598,0.000011075143,0.000020373725],"genre_scores_gemma":[0.0032476112,0.995442,0.00033543372,0.00012215716,0.000557993,0.00014561189,0.000047517606,0.00009375006,0.00000792479],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9890588,0.001232769,0.006429784,0.0007364685,0.0020721,0.00047006004],"domain_scores_gemma":[0.986243,0.0055057677,0.0047450163,0.00065622973,0.0017103831,0.0011396225],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004907472,0.00063766254,0.011977611,0.00042197356,0.00003946562,0.000009786373,0.0004991733,0.0004350352,0.00005166698],"category_scores_gemma":[0.11719308,0.00041164792,0.004079718,0.00072907866,0.00088955124,0.00019500384,0.0002011444,0.0017049274,0.0000017550968],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028346895,0.00070916465,0.2166811,0.30057448,0.006986715,0.00038509912,0.000054472323,2.3937272e-7,1.3667165e-8,0.0000038406606,0.00006872475,0.4742527],"study_design_scores_gemma":[0.013275183,0.005061215,0.2879554,0.6590405,0.030420583,0.000013155705,0.000023224833,0.000019227824,6.5930536e-8,0.000050817616,0.003793508,0.00034709965],"about_ca_topic_score_codex":0.000008449387,"about_ca_topic_score_gemma":5.983403e-7,"teacher_disagreement_score":0.4739056,"about_ca_system_score_codex":0.00027250632,"about_ca_system_score_gemma":0.0006284411,"threshold_uncertainty_score":0.9998335},"labels":[],"label_agreement":null},{"id":"W3015546993","doi":"10.1016/j.chest.2020.02.074","title":"Effect of Venlafaxine on Apnea-Hypopnea Index in Patients With Sleep Apnea","year":2020,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; National Heart Foundation of Australia","keywords":"Medicine; Venlafaxine; Polysomnography; Anesthesia; Hypopnea; Placebo; Arousal; Serotonergic; Crossover study; Obstructive sleep apnea; Venlafaxine Hydrochloride; Apnea; Sleep apnea; Rapid eye movement sleep; Internal medicine; Psychology; Serotonin; Antidepressant; Psychiatry; Electroencephalography","score_opus":0.011541500289994905,"score_gpt":0.2671023478179127,"score_spread":0.2555608475279178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015546993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971742,0.00005432842,0.00031464372,0.00086819933,0.0001013613,0.00044586626,0.000005855785,0.000015257771,0.0010203016],"genre_scores_gemma":[0.9993144,0.0000023956118,0.00016707553,0.00017820713,0.0002662894,0.000007104658,0.000009765008,0.000042690335,0.000012049732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793166,0.00017748942,0.0003723998,0.00024916782,0.0008888022,0.00038048846],"domain_scores_gemma":[0.9988043,0.00017054321,0.00017956,0.0002149135,0.00020385966,0.00042687418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044406773,0.0002129039,0.0005126881,0.00024601255,0.00005217949,0.00002202049,0.00019051292,0.00009714529,0.00017790213],"category_scores_gemma":[0.0006092378,0.00014479445,0.0001017744,0.00053007127,0.00013558193,0.00011044065,0.000058705453,0.0010819666,0.000051663184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0073413514,0.00032788317,0.9277865,0.00033363295,0.00013561703,0.00021757213,0.00035011783,0.00007192489,0.0012339507,0.000006302998,0.000055883564,0.062139235],"study_design_scores_gemma":[0.016041692,0.012063436,0.9499332,0.0001383864,0.00007493631,0.00005106809,0.000065803215,0.0015669144,0.01953074,0.0000075346306,0.00035889077,0.00016742582],"about_ca_topic_score_codex":0.0000035767366,"about_ca_topic_score_gemma":7.4613956e-7,"teacher_disagreement_score":0.06197181,"about_ca_system_score_codex":0.00015177712,"about_ca_system_score_gemma":0.000044095057,"threshold_uncertainty_score":0.59045464},"labels":[],"label_agreement":null},{"id":"W3015673403","doi":"10.5664/jcsm.8496","title":"Positional obstructive sleep apnea in an obese pediatric population","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; SickKids Foundation; University of Toronto; University of Ottawa; Hospital for Sick Children","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Obesity; Sleep (system call); Population; Pediatrics; Polysomnography; Apnea; Internal medicine; Environmental health","score_opus":0.08257770623625867,"score_gpt":0.42467986384936623,"score_spread":0.3421021576131076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015673403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808298,0.0006251804,0.001055834,0.015642796,0.0009073635,0.00036467108,0.000006697421,0.000022647862,0.0005450189],"genre_scores_gemma":[0.9854685,0.00010451392,0.0025174182,0.0020955503,0.0097330315,0.0000034550053,0.000030332036,0.00003850904,0.000008672377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99411875,0.0005476736,0.002793515,0.00041857746,0.001716042,0.00040543417],"domain_scores_gemma":[0.9953507,0.0010495175,0.0009995084,0.00026435294,0.000985817,0.0013501102],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0023437093,0.00025450962,0.0013732511,0.00046498945,0.000056594377,0.000015509133,0.00033013622,0.00028600934,0.0008059683],"category_scores_gemma":[0.008364928,0.00018622774,0.00031980238,0.0009799459,0.0002604491,0.00048759303,0.00007970032,0.001940962,0.000035329987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037878728,0.0006035483,0.9315256,0.00009596098,0.00013287272,0.00084595213,0.00038230917,0.000100887875,0.00053971936,0.00022616562,0.00019487017,0.06156424],"study_design_scores_gemma":[0.0105387615,0.006083983,0.97467345,0.000076257864,0.0003487289,0.00024746757,0.0003974991,0.0065892376,0.000028468521,0.0007044426,0.00015550184,0.00015619902],"about_ca_topic_score_codex":0.000024845836,"about_ca_topic_score_gemma":0.0000060937937,"teacher_disagreement_score":0.061408043,"about_ca_system_score_codex":0.000159066,"about_ca_system_score_gemma":0.0000976669,"threshold_uncertainty_score":0.999988},"labels":[],"label_agreement":null},{"id":"W3016166883","doi":"10.15331/jdsm.7108","title":"Sleep-Disordered Breathing: The Dentists’ Role – A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Sleep disordered breathing; Breathing; Sleep (system call); Systematic review; Medicine; Psychology; MEDLINE; Obstructive sleep apnea; Computer science; Psychiatry; Internal medicine; Biology","score_opus":0.03284138347967475,"score_gpt":0.36062438896938753,"score_spread":0.3277830054897128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016166883","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006250857,0.99032587,0.00013718351,0.002560983,0.0009275321,0.0047284737,0.000011738473,0.0000311393,0.0012708027],"genre_scores_gemma":[0.00014721684,0.99651414,0.00013520113,0.001005169,0.001616726,0.000113767266,0.000048745544,0.00016545806,0.00025359855],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9903507,0.0011949287,0.0039778077,0.00051028054,0.0033499023,0.00061635184],"domain_scores_gemma":[0.9930649,0.0008749682,0.0036402477,0.0010098928,0.00054813735,0.0008618865],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00278625,0.0008953412,0.008959905,0.00048325214,0.0001686978,0.00005270452,0.0014746565,0.0003326317,0.0009352908],"category_scores_gemma":[0.0050633517,0.000436452,0.0020515292,0.0016021328,0.00045685278,0.0001811747,0.0004255615,0.002884804,0.00033156495],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005045426,0.00015678657,0.000030881787,0.75276726,0.0029152678,0.0036215582,0.00019025056,6.679132e-8,0.0000035796008,0.00002209515,0.0019535956,0.23828821],"study_design_scores_gemma":[0.0016941235,0.0009852526,0.000010540369,0.63850296,0.033775754,0.051238626,0.0005460149,0.000032020573,8.2881337e-7,0.000023373028,0.2728876,0.00030290592],"about_ca_topic_score_codex":0.000019078116,"about_ca_topic_score_gemma":0.000004871258,"teacher_disagreement_score":0.270934,"about_ca_system_score_codex":0.00092051405,"about_ca_system_score_gemma":0.0002000194,"threshold_uncertainty_score":0.999978},"labels":[],"label_agreement":null},{"id":"W3016286349","doi":"10.1096/fasebj.2020.34.s1.06288","title":"Hypercapnia Attenuates Ventricular Ectopy during Wakefulness in a Young Man with Heart Failure","year":2020,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Hyperventilation; Medicine; Hypercapnia; Cardiology; Internal medicine; Anesthesia; Heart failure; Cheyne–Stokes respiration; Ventilation (architecture); Acidosis","score_opus":0.014945996218787592,"score_gpt":0.2500536603202366,"score_spread":0.23510766410144904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016286349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98165816,0.0001569811,0.00007488061,0.017612524,0.000047283036,0.0002897227,0.0000031561892,0.000023486364,0.00013377628],"genre_scores_gemma":[0.9988596,0.0000069694115,0.00039179044,0.00024972175,0.00041796124,0.000009690146,0.0000025551199,0.000031402593,0.00003032588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838763,0.0001499261,0.00022229023,0.0001972375,0.000612155,0.0004307754],"domain_scores_gemma":[0.9992896,0.00004535403,0.00006331697,0.00019433406,0.00011680348,0.00029061988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030702897,0.00015411865,0.00027519246,0.00012435371,0.00020102192,0.00007125857,0.00020083041,0.000048263813,0.000306257],"category_scores_gemma":[0.00011220561,0.00008947975,0.0000879717,0.00050678314,0.0001080388,0.00014670556,0.00007091551,0.001011755,0.00008648432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008200953,0.00007795864,0.67733705,0.00007336755,0.00013146526,0.002694546,0.0009345496,0.00012409576,0.31742108,0.000018059933,0.00011812237,0.00024960624],"study_design_scores_gemma":[0.006606574,0.0005770501,0.6203338,0.00024132244,0.00013441742,0.017411796,0.00413369,0.0009406779,0.34904194,0.000041499836,0.00027482968,0.00026242906],"about_ca_topic_score_codex":0.000024310779,"about_ca_topic_score_gemma":0.000027716895,"teacher_disagreement_score":0.057003263,"about_ca_system_score_codex":0.00014102274,"about_ca_system_score_gemma":0.000055857417,"threshold_uncertainty_score":0.4395628},"labels":[],"label_agreement":null},{"id":"W3016385432","doi":"10.1007/s00405-020-05948-2","title":"Biomarkers of Alzheimer’s disease in severe obstructive sleep apnea–hypopnea syndrome in the Chinese population","year":2020,"lang":"en","type":"article","venue":"European Archives of Oto-Rhino-Laryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Key Research and Development Program of China","keywords":"Obstructive sleep apnea; Hypopnea; Medicine; Internal medicine; Epworth Sleepiness Scale; Sleep apnea; Apnea–hypopnea index; Polysomnography; Population; Apnea; Gastroenterology","score_opus":0.019584287120542408,"score_gpt":0.27422787573949503,"score_spread":0.25464358861895264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016385432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879129,0.0006137128,0.00015862088,0.0019484,0.000098229,0.0013884788,0.00012420164,0.00003685739,0.007718601],"genre_scores_gemma":[0.99791574,0.000021377482,0.001298284,0.00034753422,0.00008080019,0.00002512455,0.0002273982,0.00007451487,0.000009247992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954798,0.0018763359,0.0009197201,0.0006834066,0.00050381315,0.0005369183],"domain_scores_gemma":[0.998007,0.00060478307,0.0003264483,0.00069422246,0.000055482542,0.00031208753],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049765996,0.00036328475,0.0007948083,0.0006432892,0.000055023243,0.00001104388,0.0006712588,0.000061893086,0.00010548028],"category_scores_gemma":[0.0011343663,0.00028054416,0.0002644394,0.000966834,0.0005633757,0.0001749626,0.00041884065,0.0006519449,0.000042669384],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029711134,0.0004426078,0.96378446,0.0003210537,0.0004286159,0.0022275127,0.0056648348,0.00028121768,0.012702135,0.0006383909,0.000017280574,0.010520753],"study_design_scores_gemma":[0.0026688646,0.0005671157,0.9898872,0.00007211521,0.0001289365,0.00016963806,0.00042434214,0.005099622,0.00019831644,0.0005242196,0.000035269,0.00022439045],"about_ca_topic_score_codex":0.00026078493,"about_ca_topic_score_gemma":0.000029639501,"teacher_disagreement_score":0.026102686,"about_ca_system_score_codex":0.000033423577,"about_ca_system_score_gemma":0.000040962546,"threshold_uncertainty_score":0.99996465},"labels":[],"label_agreement":null},{"id":"W3016399958","doi":"10.1016/j.jcjo.2020.03.004","title":"Screening for obstructive sleep apnea amongst patients with retinal vein occlusion","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Polysomnography; Gold standard (test); Obstructive sleep apnea; Confidence interval; Retinal Vein; Sleep study; Likelihood ratios in diagnostic testing; Sleep apnea; Physical therapy; Occlusion; Pediatrics; Apnea; Internal medicine","score_opus":0.028645665093792856,"score_gpt":0.28193588654404994,"score_spread":0.2532902214502571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016399958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99281275,0.00009505178,0.0021933892,0.0018922619,0.00023008743,0.0004921664,0.000064080356,0.000004225153,0.0022159726],"genre_scores_gemma":[0.99106735,1.461804e-7,0.008354611,0.00013017254,0.00032274085,0.000004663277,0.000028298567,0.00004292115,0.000049077556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839664,0.0000891194,0.00038722673,0.00025436623,0.00032587416,0.00054675917],"domain_scores_gemma":[0.9969274,0.00012244044,0.00027791876,0.00015034479,0.0010327436,0.0014891431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020401618,0.0001812673,0.00045766323,0.00031328568,0.00018010876,0.000024664765,0.00024360021,0.00013768463,0.0006581682],"category_scores_gemma":[0.000828791,0.00015028307,0.00013142724,0.00031390102,0.00031542286,0.00015165098,0.000031597516,0.0005371062,0.000007648857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025650924,0.00003735813,0.97506183,0.000067628105,0.0002788626,0.016026868,0.0006522822,0.000046387268,0.00026948092,0.000093004164,0.00021067403,0.004690554],"study_design_scores_gemma":[0.0063098446,0.00788964,0.94653195,0.00007325168,0.00016386299,0.035979815,0.00074337027,0.0006706605,0.0006578453,0.000111511436,0.00062851614,0.00023971318],"about_ca_topic_score_codex":0.00031788298,"about_ca_topic_score_gemma":0.000029797748,"teacher_disagreement_score":0.028529838,"about_ca_system_score_codex":0.00021872688,"about_ca_system_score_gemma":0.0004266488,"threshold_uncertainty_score":0.72064805},"labels":[],"label_agreement":null},{"id":"W3016400260","doi":"10.1096/fasebj.2020.34.s1.06417","title":"The Effects of Incremental Maxillomandibular Advancement Surgery on Airway Morphology","year":2020,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Airway; Maxilla; Pharynx; Cadaveric spasm; Mandible (arthropod mouthpart); Obstructive sleep apnea; Population; Anatomy; Orthodontics; Dentistry; Surgery; Anesthesia","score_opus":0.02004252658016177,"score_gpt":0.27920988647127104,"score_spread":0.2591673598911093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016400260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98885965,0.0009954564,0.00030205777,0.008786447,0.00038086614,0.0003435458,0.0000032909118,0.000009690863,0.00031898895],"genre_scores_gemma":[0.99826807,0.00043091222,0.000057801586,0.00083432783,0.00029832902,0.000008468637,0.0000026545868,0.000017180158,0.000082234685],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99838465,0.00026783245,0.00028348342,0.00012351976,0.00062679104,0.00031373068],"domain_scores_gemma":[0.9985319,0.0008132545,0.00015357717,0.00022389989,0.000090739064,0.00018667318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006655535,0.00011440859,0.0002426636,0.000056307756,0.00026911622,0.000017868502,0.00020488077,0.000033037657,0.00019545542],"category_scores_gemma":[0.00070121797,0.00005644334,0.00015223486,0.00016013304,0.0002497764,0.000040032424,0.0000926526,0.0005273224,0.000060505383],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020255202,0.0001359985,0.01861288,0.00009947293,0.0004132127,0.0007029205,0.00035465704,0.000015742733,0.9445043,0.00024605525,0.002102475,0.030786766],"study_design_scores_gemma":[0.002075579,0.001882975,0.021896677,0.00009211356,0.00010509919,0.00056609313,0.00046768185,0.00013421103,0.9697433,0.00008257408,0.0028648393,0.00008882123],"about_ca_topic_score_codex":0.000004396135,"about_ca_topic_score_gemma":4.974379e-7,"teacher_disagreement_score":0.030697944,"about_ca_system_score_codex":0.00010147426,"about_ca_system_score_gemma":0.000050457424,"threshold_uncertainty_score":0.23016927},"labels":[],"label_agreement":null},{"id":"W3016666252","doi":"10.1097/02024458-201012000-00028","title":"Management of Sleep Complaints","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Ontario HIV Treatment Network","funders":"","keywords":"Sleep (system call); Medicine; Psychoanalysis; Psychology; Computer science; Operating system","score_opus":0.01617099729760413,"score_gpt":0.270767687661054,"score_spread":0.2545966903634499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016666252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98217297,0.00008944783,0.00020708481,0.0023354946,0.0008303396,0.00017015594,0.000009747668,0.0000029817163,0.01418176],"genre_scores_gemma":[0.99893963,0.000004915904,0.00069244613,0.000041095063,0.00017580464,8.495369e-7,0.000001877436,0.000008171975,0.00013523076],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992757,0.000029748846,0.00020717803,0.000047557558,0.000286286,0.0001535375],"domain_scores_gemma":[0.9990746,0.00002347862,0.00012834146,0.00016785701,0.00030181315,0.00030394827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046311447,0.000050280538,0.000116546275,0.00021863342,0.00011380736,0.000012038624,0.00013678867,0.000038668142,0.00076724816],"category_scores_gemma":[0.00004292025,0.00003438156,0.00006640389,0.00016682329,0.00018440468,0.000052578245,0.000008467977,0.00043219852,0.000019762176],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089901406,0.00018736819,0.090241365,0.00019673997,0.0031126912,0.002099432,0.001914707,0.00016784981,0.037367735,0.03222871,0.007681682,0.8239027],"study_design_scores_gemma":[0.0021275727,0.00048424109,0.9525915,0.00013910362,0.00036811712,0.0018189019,0.0006459103,0.00064140506,0.00756983,0.0008488825,0.0326712,0.00009335922],"about_ca_topic_score_codex":0.0016191492,"about_ca_topic_score_gemma":0.013317924,"teacher_disagreement_score":0.8623501,"about_ca_system_score_codex":0.00012591577,"about_ca_system_score_gemma":0.00011918402,"threshold_uncertainty_score":0.84008294},"labels":[],"label_agreement":null},{"id":"W3016786924","doi":"10.1096/fasebj.2020.34.s1.05602","title":"Transcriptional regulations induced by estradiol and intermittent hypoxia in the lungs of ovariectomized female rats.","year":2020,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Ovariectomized rat; Intermittent hypoxia; Oxidative stress; Endocrinology; Downregulation and upregulation; Internal medicine; Hypoxia (environmental); Receptor; Gene expression; Medicine; Obstructive sleep apnea; Chemistry; Biology; Gene; Hormone; Biochemistry","score_opus":0.045562241324486503,"score_gpt":0.2928463433332881,"score_spread":0.24728410200880158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016786924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982738,0.00025775033,0.00047009008,0.015816443,0.000050581326,0.00034539046,0.00001553609,0.0000054461498,0.0003007227],"genre_scores_gemma":[0.99911004,0.000023204959,0.00020646956,0.000473483,0.0001389927,0.0000077429195,0.0000065188615,0.000010064471,0.000023455334],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99869496,0.000276964,0.00030635128,0.00011416464,0.00043712492,0.00017041228],"domain_scores_gemma":[0.9993928,0.00017672447,0.00009039025,0.00013172194,0.00008195823,0.00012642294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006399565,0.00009411033,0.00021012343,0.0000686762,0.00011258252,0.000036478785,0.00019134133,0.000042619064,0.00016790404],"category_scores_gemma":[0.00017750508,0.000051498577,0.00008855153,0.00024199304,0.0001835993,0.00008587429,0.000021686907,0.0006706026,0.0000031103198],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076377013,0.000078669276,0.004568957,0.000019105073,0.000099407946,0.000026998801,0.00439629,0.0000053948966,0.9857238,0.00041106128,0.00022710246,0.003679454],"study_design_scores_gemma":[0.015251672,0.0011023594,0.8128773,0.0001416811,0.00033012568,0.0017302767,0.009690004,0.0064901793,0.15075743,0.0010311558,0.00036196577,0.00023581738],"about_ca_topic_score_codex":0.000014356421,"about_ca_topic_score_gemma":0.0000023496978,"teacher_disagreement_score":0.83496636,"about_ca_system_score_codex":0.000042424927,"about_ca_system_score_gemma":0.000064607724,"threshold_uncertainty_score":0.29134718},"labels":[],"label_agreement":null},{"id":"W3016868973","doi":"10.1016/j.jmbbm.2020.103798","title":"Estimation of the hyperelastic parameters of fresh human oropharyngeal soft tissues using indentation testing","year":2020,"lang":"en","type":"article","venue":"Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Lawson Health Research Institute","keywords":"Hyperelastic material; Ogden; Soft palate; Soft tissue; Displacement (psychology); Biomedical engineering; Materials science; Airway; Finite element method; Medicine; Surgery; Composite material; Structural engineering; Engineering","score_opus":0.06526934828351903,"score_gpt":0.34161612603018554,"score_spread":0.2763467777466665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016868973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99141735,0.00008232855,0.002841785,0.00097225676,0.0032235498,0.0010436082,0.0004046352,0.000013541917,9.692512e-7],"genre_scores_gemma":[0.9809662,0.000019705614,0.018266218,0.00006798202,0.00056408485,0.000011534448,0.000016310889,0.00008565565,0.0000022838103],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.98539305,0.0012880038,0.0070905136,0.00042759508,0.0051616696,0.000639147],"domain_scores_gemma":[0.98773086,0.0008020434,0.008099929,0.0006361662,0.0017720781,0.00095893315],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043342332,0.00056479534,0.0032317776,0.00056625996,0.00013889781,0.000053679054,0.0019087472,0.0008151857,0.0012251181],"category_scores_gemma":[0.007262076,0.0003403516,0.00095000444,0.0012057557,0.001812525,0.00032849077,0.00085792504,0.0010366306,0.0000029766184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020408398,0.002101184,0.0005114951,0.0009275793,0.00029442206,0.00017797739,0.00013122178,0.000008718605,0.9863739,0.00011391811,0.000033464443,0.007285256],"study_design_scores_gemma":[0.005009022,0.0069364305,0.0070816902,0.0023050292,0.0037402082,0.0013011688,0.00027411734,0.00017281628,0.9724536,0.00046338007,0.0000065886775,0.00025597177],"about_ca_topic_score_codex":0.000112881135,"about_ca_topic_score_gemma":9.071524e-7,"teacher_disagreement_score":0.015424432,"about_ca_system_score_codex":0.00027795776,"about_ca_system_score_gemma":0.0005966154,"threshold_uncertainty_score":0.9999049},"labels":[],"label_agreement":null},{"id":"W3016999060","doi":"10.1111/eje.12533","title":"Dental sleep medicine: Time to incorporate sleep apnoea education in the dental curriculum","year":2020,"lang":"en","type":"article","venue":"European Journal Of Dental Education","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Université Laval; McGill University; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Sleep medicine; Curriculum; Sleep (system call); Medicine; Context (archaeology); Dental education; Medical education; Sleep disorder; Psychiatry; Dentistry; Physical therapy; Psychology; Insomnia; Pedagogy","score_opus":0.014279406827695816,"score_gpt":0.3015286531843959,"score_spread":0.2872492463567001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016999060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97511566,0.0004845417,0.00014813374,0.008947,0.0011013105,0.00067732943,0.0000031103145,0.000015591502,0.013507318],"genre_scores_gemma":[0.9925515,0.000013052725,0.0007214399,0.0037180511,0.00265405,0.00000785548,0.000050778977,0.000051775478,0.00023149648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968629,0.00075648684,0.0008046998,0.00028646243,0.001006088,0.00028338452],"domain_scores_gemma":[0.99831754,0.00008301334,0.00043890186,0.0002445992,0.00036608937,0.0005498454],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011586838,0.0002282251,0.0003272608,0.0004444485,0.00009855617,0.00007407293,0.00056546804,0.000034140412,0.00076498365],"category_scores_gemma":[0.0009494091,0.00016618022,0.00013326273,0.0009779966,0.00013128392,0.00036473465,0.00009092634,0.0006713397,0.0017662239],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007923335,0.0036139064,0.45648044,0.00016606542,0.00019299233,0.0006179821,0.010611177,0.0000483376,0.06613882,0.00021144879,0.038937487,0.422189],"study_design_scores_gemma":[0.004034871,0.0037321476,0.8863133,0.0006049808,0.00031678943,0.005857909,0.08018416,0.00048179523,0.0027459143,0.000060015915,0.015196015,0.0004720784],"about_ca_topic_score_codex":0.000032867545,"about_ca_topic_score_gemma":0.000009945115,"teacher_disagreement_score":0.42983288,"about_ca_system_score_codex":0.0003991095,"about_ca_system_score_gemma":0.0003523233,"threshold_uncertainty_score":0.99901104},"labels":[],"label_agreement":null},{"id":"W3017016793","doi":"10.1183/13993003.01104-2019","title":"EAN/ERS/ESO/ESRS statement on the impact of sleep disorders on risk and outcome of stroke","year":2020,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Stroke (engine); Statement (logic); Outcome (game theory); Law","score_opus":0.056904728294815,"score_gpt":0.3403125067960309,"score_spread":0.2834077785012159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017016793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99125695,0.00020685107,0.00013970425,0.0008465637,0.000054002172,0.00031558162,0.00007041723,0.000011540742,0.0070984066],"genre_scores_gemma":[0.99918926,0.00005685528,0.000052238152,0.00045709094,0.00016709318,8.7230893e-7,7.7541716e-7,0.00004757681,0.000028221815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970451,0.0010413995,0.00064249797,0.00022402997,0.0007602433,0.00028673856],"domain_scores_gemma":[0.99846655,0.00022444082,0.0004691465,0.0003143414,0.00014689715,0.00037862934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016093553,0.00019876062,0.00033926673,0.00017822789,0.00013492657,0.000028746399,0.00023981988,0.000025200876,0.0003316133],"category_scores_gemma":[0.00090482784,0.0001148406,0.00024899162,0.00018476824,0.0002558664,0.00006375328,0.00010303605,0.0009337029,0.000044472945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024586702,0.00031180657,0.9279472,0.00006877984,0.0007193059,0.00018074193,0.0012333754,0.0007995032,0.018586103,0.00011611198,0.0014680243,0.04611033],"study_design_scores_gemma":[0.004301757,0.010095369,0.9766099,0.000078387195,0.00009897366,0.0000148158315,0.0010889836,0.00035447534,0.003543726,0.00002137372,0.003634619,0.00015761479],"about_ca_topic_score_codex":0.000009176285,"about_ca_topic_score_gemma":0.0000012311347,"teacher_disagreement_score":0.048662655,"about_ca_system_score_codex":0.00010646285,"about_ca_system_score_gemma":0.000046310626,"threshold_uncertainty_score":0.4683064},"labels":[],"label_agreement":null},{"id":"W3017210178","doi":"10.1111/ene.14201","title":"EAN/ERS/ESO/ESRS statement on the impact of sleep disorders on risk and outcome of stroke","year":2020,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Stroke (engine); Neurology; Restless legs syndrome; Sleep medicine; Continuous positive airway pressure; Population; Insomnia; Risk factor; Meta-analysis; Physical therapy; Intensive care medicine; Sleep disorder; Physical medicine and rehabilitation; Internal medicine; Obstructive sleep apnea; Psychiatry","score_opus":0.039300683743362694,"score_gpt":0.3218243492001836,"score_spread":0.2825236654568209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017210178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98801476,0.000067618064,0.00014053585,0.009498061,0.00008347837,0.0002025121,0.000035284014,0.0000046911155,0.0019530506],"genre_scores_gemma":[0.9989944,0.000109620465,0.000045552333,0.00070831436,0.00009742992,2.8001872e-7,6.6371314e-7,0.000033390108,0.000010362562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972404,0.0012773883,0.0006620567,0.00017136458,0.0004220593,0.00022668861],"domain_scores_gemma":[0.9983349,0.00044960208,0.0006424014,0.0002240151,0.00013179882,0.00021732501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009185703,0.00015367013,0.00042266413,0.00017660757,0.000038045604,0.000006285781,0.00023729906,0.000021712349,0.00013191842],"category_scores_gemma":[0.000962684,0.00008853266,0.00022218427,0.00013729089,0.0002825438,0.000036804417,0.00009610478,0.0008544227,0.0000142480085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01332705,0.00052708114,0.9285859,0.00007258924,0.0009509403,0.00086755364,0.0014667436,0.0026369016,0.022246307,0.00015386469,0.0009805042,0.028184561],"study_design_scores_gemma":[0.003950865,0.03815671,0.95473856,0.000015193974,0.00010948406,0.00008194314,0.00018193819,0.000743994,0.0010110324,0.000028687398,0.00090806076,0.00007355767],"about_ca_topic_score_codex":0.000009963947,"about_ca_topic_score_gemma":0.0000010235137,"teacher_disagreement_score":0.03762963,"about_ca_system_score_codex":0.000020252472,"about_ca_system_score_gemma":0.000021070224,"threshold_uncertainty_score":0.3712089},"labels":[],"label_agreement":null},{"id":"W3017376964","doi":"10.1001/jamanetworkopen.2020.3088","title":"Effects of Wait Times on Treatment Adherence and Clinical Outcomes in Patients With Severe Sleep-Disordered Breathing","year":2020,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Foothills Medical Centre; University of Saskatchewan; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Sleep disordered breathing; Medicine; Breathing; Sleep (system call); Sleep and breathing; Intensive care medicine; Anesthesia; Obstructive sleep apnea; Computer science","score_opus":0.024803802566649717,"score_gpt":0.3216756630521835,"score_spread":0.29687186048553377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017376964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99497527,0.00007607551,0.000010624882,0.0010554544,0.00004316641,0.0023092579,0.000007466817,0.000014553739,0.0015081083],"genre_scores_gemma":[0.9982338,0.000029491122,0.0010296308,0.0004269394,0.00007271219,0.000047428366,0.000019205652,0.000025577689,0.00011521305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843335,0.00023184768,0.00033682832,0.00040498766,0.0003127286,0.0002802442],"domain_scores_gemma":[0.9985622,0.00081408327,0.00011937065,0.0002254987,0.000072491086,0.00020631486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022232892,0.0001900359,0.00067925645,0.00003511253,0.000041146326,0.000043325876,0.000193876,0.0001012528,0.000070883696],"category_scores_gemma":[0.00031839355,0.00012161138,0.000059811213,0.0002333826,0.00008553116,0.00013566663,0.00025197546,0.00027176001,0.000017502216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040584593,0.00057254697,0.9096229,0.000072580384,0.00032145221,0.00005238193,0.0003279245,0.000041173123,0.0000017103501,0.00004710119,0.000096665026,0.0847851],"study_design_scores_gemma":[0.018121665,0.0071791536,0.9728596,0.00026793926,0.00009284814,0.0000012797394,0.000053907446,0.0011657099,0.00003677282,0.00003240767,0.00006963463,0.00011905853],"about_ca_topic_score_codex":0.00019028551,"about_ca_topic_score_gemma":0.000036814145,"teacher_disagreement_score":0.084666036,"about_ca_system_score_codex":0.00007386331,"about_ca_system_score_gemma":0.000037015878,"threshold_uncertainty_score":0.4959168},"labels":[],"label_agreement":null},{"id":"W3018277934","doi":"10.1186/s40463-020-00417-6","title":"Knowledge and confidence in managing obstructive sleep apnea patients in Canadian otolaryngology - head and neck surgery residents: A cross sectional survey","year":2020,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Otorhinolaryngology; Medicine; Obstructive sleep apnea; Interquartile range; Confidence interval; Cross-sectional study; Head and neck surgery; Sleep apnea; Physical therapy; Surgery; Internal medicine","score_opus":0.03597015989120576,"score_gpt":0.31185982200908646,"score_spread":0.2758896621178807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018277934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99475837,0.0031222173,0.000009344582,0.00096964167,0.00056072726,0.00042342578,0.00004207853,0.000011391108,0.000102784186],"genre_scores_gemma":[0.99838585,0.00063169526,0.00007281355,0.0006219982,0.00018307133,0.000013455039,0.000037891285,0.000042385924,0.000010824789],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99561185,0.0009754708,0.0013653863,0.00066814595,0.0003921809,0.0009869896],"domain_scores_gemma":[0.9949621,0.0027145655,0.00041446,0.00019218368,0.0005725109,0.001144178],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023455906,0.00036895854,0.0014678907,0.0017095641,0.00018968385,0.00007840752,0.00014520848,0.0004166767,0.000064284366],"category_scores_gemma":[0.003495994,0.0003647733,0.00014541934,0.00082806085,0.000645767,0.00065983826,0.0001762123,0.0013888957,0.0000066430466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021417972,0.00015745936,0.9927905,0.00034778853,0.00015222449,0.002466356,0.0006102508,0.0000028357483,0.0001152665,0.000033497967,0.000099383855,0.0010826446],"study_design_scores_gemma":[0.0028513116,0.00035702524,0.9936258,0.0003006949,0.000023591962,0.0016972035,0.000061495695,0.0005097875,0.000048627247,0.00013959724,0.000110256704,0.0002745729],"about_ca_topic_score_codex":0.033396736,"about_ca_topic_score_gemma":0.084709436,"teacher_disagreement_score":0.0513127,"about_ca_system_score_codex":0.0003356364,"about_ca_system_score_gemma":0.00065314275,"threshold_uncertainty_score":0.99988043},"labels":[],"label_agreement":null},{"id":"W3018614750","doi":"10.1016/j.bjae.2020.02.007","title":"Paediatric adenotonsillectomy, part 1: surgical perspectives relevant to the anaesthetist","year":2020,"lang":"en","type":"review","venue":"BJA Education","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Tonsillectomy; Obstructive sleep apnea; Adenoidectomy; Airway; Polysomnography; Continuous positive airway pressure; Intensive care medicine; Pediatrics; Anesthesia; Apnea","score_opus":0.03996767457212624,"score_gpt":0.37898507914893204,"score_spread":0.3390174045768058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018614750","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006327291,0.97989166,0.000005563321,0.0139540825,0.0007967351,0.0030704953,0.000041949752,0.00006809706,0.0021081255],"genre_scores_gemma":[0.00014133417,0.9927506,0.00017544712,0.00009729081,0.003724336,0.001208687,0.0001485987,0.00008806358,0.0016656709],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99736905,0.00043223487,0.00046723158,0.0007214366,0.0006319919,0.00037803332],"domain_scores_gemma":[0.99810874,0.00028736776,0.00018338147,0.00067240745,0.00032830835,0.0004197697],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032736358,0.0003679612,0.0010543093,0.00036697043,0.00016829632,0.00007216778,0.0003481347,0.00021425619,0.0005863722],"category_scores_gemma":[0.0008435873,0.00023180386,0.00046436823,0.0017204891,0.00010684931,0.000044548255,0.00013907028,0.0008692659,0.0013929207],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020473115,0.00021636227,0.000035468005,0.0018376635,0.00012231052,0.000029816627,0.0006111576,7.535308e-8,1.3084303e-7,0.00058567146,0.017235775,0.9793051],"study_design_scores_gemma":[0.00015736907,0.00016503606,0.00016201763,0.0012900726,0.00081954786,0.00031732194,0.0008275754,0.0000024186481,7.3764136e-7,0.0000122110305,0.996023,0.00022272056],"about_ca_topic_score_codex":0.000052787174,"about_ca_topic_score_gemma":0.0000070994156,"teacher_disagreement_score":0.9790824,"about_ca_system_score_codex":0.00077451527,"about_ca_system_score_gemma":0.0020112523,"threshold_uncertainty_score":0.9993846},"labels":[],"label_agreement":null},{"id":"W3019591745","doi":"10.18678/dtfd.674962","title":"Evaluation of Cognitive Functions in Obstructive Sleep Apnea Syndrome","year":2020,"lang":"en","type":"article","venue":"Düzce Tıp Fakültesi Dergisi","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stroop effect; Obstructive sleep apnea; Anxiety; Cognition; Beck Anxiety Inventory; Montreal Cognitive Assessment; Polysomnography; Medicine; Beck Depression Inventory; Depression (economics); Audiology; Psychology; Apnea; Physical therapy; Internal medicine; Psychiatry; Cognitive impairment","score_opus":0.05655939202813993,"score_gpt":0.33369419552794105,"score_spread":0.27713480349980113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019591745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839487,0.00048455806,0.0019394187,0.0012126216,0.00017017551,0.0015353817,0.00007910602,0.000071267634,0.010558753],"genre_scores_gemma":[0.998883,0.0000038190656,0.00040026515,0.00022885148,0.00009516013,0.00015938887,0.00011653705,0.00005032215,0.000062649975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99604255,0.00047135056,0.000551539,0.00061895116,0.0018626696,0.00045292533],"domain_scores_gemma":[0.99698454,0.0005622876,0.0001748737,0.0003144996,0.0016529988,0.00031079285],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009501291,0.000261253,0.00056428474,0.00038935922,0.0000764751,0.000019073706,0.00016121646,0.0001614883,0.0010561867],"category_scores_gemma":[0.005103603,0.00026369884,0.00016321639,0.0014521263,0.0002658903,0.00027924485,0.00012058064,0.0005704735,0.00030907034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00363946,0.0025056063,0.5433938,0.0008600519,0.003282358,0.0011974904,0.014523831,0.0018200434,0.051603213,0.0017085464,0.00044104774,0.37502456],"study_design_scores_gemma":[0.012435164,0.0015189116,0.89827937,0.00022629023,0.0014348668,0.00026718536,0.011570378,0.056994434,0.015658505,0.0009554212,0.00015029467,0.0005091859],"about_ca_topic_score_codex":0.000108683234,"about_ca_topic_score_gemma":0.000046307785,"teacher_disagreement_score":0.37451538,"about_ca_system_score_codex":0.00032469706,"about_ca_system_score_gemma":0.00020521923,"threshold_uncertainty_score":0.9999815},"labels":[],"label_agreement":null},{"id":"W3020205995","doi":"10.1016/j.bjae.2020.03.001","title":"Paediatric adenotonsillectomy, part 2: considerations for anaesthesia","year":2020,"lang":"en","type":"review","venue":"BJA Education","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Tonsillectomy; Adenoidectomy; Airway management; Anesthesia; Perioperative; Airway; Sleep disordered breathing; Obstructive sleep apnea; Breathing; Intensive care medicine; Risk stratification","score_opus":0.09116316331783009,"score_gpt":0.39985914978120424,"score_spread":0.30869598646337415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020205995","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005736419,0.9907721,0.00005516348,0.002810762,0.0007300146,0.004729713,0.000093932125,0.00007875941,0.000723773],"genre_scores_gemma":[0.000044893255,0.98983335,0.0027827953,0.00023837885,0.0019982317,0.0037644783,0.00058876444,0.00009603375,0.00065306097],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982194,0.00015340585,0.0005253938,0.0005203577,0.00028876457,0.0002927071],"domain_scores_gemma":[0.9981552,0.0005047786,0.00024673576,0.00040447552,0.00040413247,0.00028468797],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017008062,0.00030878975,0.0010907805,0.00041969045,0.00015465151,0.00006247717,0.000103658494,0.0002691474,0.000523578],"category_scores_gemma":[0.0018838265,0.0002714269,0.00045560425,0.0006569168,0.000060601476,0.000066051754,0.0000330842,0.00039504885,0.00026594647],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062063646,0.00016175733,0.000039482096,0.008262725,0.0001581834,0.000003867184,0.000061482904,2.7563111e-8,6.0513565e-7,0.001024388,0.026814915,0.96346635],"study_design_scores_gemma":[0.0002452393,0.00011798958,0.0000458762,0.0013386116,0.0018807823,0.00010265462,0.000048818543,0.000009424325,0.0000036241265,0.0002799861,0.99570996,0.00021702635],"about_ca_topic_score_codex":0.000012931059,"about_ca_topic_score_gemma":0.0000038021021,"teacher_disagreement_score":0.9688951,"about_ca_system_score_codex":0.0004017784,"about_ca_system_score_gemma":0.0041095507,"threshold_uncertainty_score":0.9999738},"labels":[],"label_agreement":null},{"id":"W3020585297","doi":"10.1016/j.chest.2020.03.074","title":"Integrating the STOP-BANG Score and Clinical Data to Predict Cardiovascular Events After Infarction","year":2020,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Killip class; Internal medicine; Cardiology; Cardiogenic shock; Ejection fraction; Canadian Cardiovascular Society; Framingham Risk Score; Myocardial infarction; Unstable angina; Stroke (engine); Heart failure; Atrial fibrillation; Angina; Disease","score_opus":0.12868236001194028,"score_gpt":0.3706976694283823,"score_spread":0.242015309416442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020585297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829619,0.001181193,0.005340337,0.009709478,0.00028594467,0.0003759984,0.000014033227,0.000017740867,0.00011337647],"genre_scores_gemma":[0.99492466,0.00014421894,0.0019855578,0.0008872583,0.0020072546,0.0000064192795,0.000009525504,0.0000209941,0.00001408628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983038,0.00021766147,0.0003405042,0.00029798725,0.0006117315,0.00022836219],"domain_scores_gemma":[0.9987144,0.00010579542,0.00005937659,0.00048565984,0.00015935482,0.00047540912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016127534,0.00011103112,0.00026414898,0.000049743718,0.0001376763,0.000068866255,0.00029540903,0.00006705624,0.0000776003],"category_scores_gemma":[0.0022735947,0.00006814677,0.0001519926,0.000196193,0.00010223667,0.0001950579,0.00041860057,0.001131146,0.000029002753],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042364866,0.00004387909,0.82125103,0.00007562814,0.00092740793,0.00017138157,0.00080557005,0.0000062542094,0.00048717693,0.000003466481,0.00085208414,0.17495245],"study_design_scores_gemma":[0.001362182,0.00037653005,0.97137076,0.00012847008,0.00032375287,0.00061732845,0.00081346015,0.0020636814,0.000082227016,0.000017489318,0.022757929,0.00008622013],"about_ca_topic_score_codex":0.000009348673,"about_ca_topic_score_gemma":0.000003704775,"teacher_disagreement_score":0.17486623,"about_ca_system_score_codex":0.00006291489,"about_ca_system_score_gemma":0.000074542266,"threshold_uncertainty_score":0.49143296},"labels":[],"label_agreement":null},{"id":"W3020867769","doi":"10.1177/1049909120922776","title":"Cheyne-Stokes Breathing","year":2020,"lang":"en","type":"article","venue":"American Journal of Hospice and Palliative Medicine®","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cheyne–Stokes respiration; Breathing; Intensive care medicine; Internal medicine; Heart failure; Anesthesia","score_opus":0.035167239374813586,"score_gpt":0.334893359215318,"score_spread":0.2997261198405044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020867769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94257396,0.002036669,0.00254766,0.050397433,0.00010247641,0.00015022016,0.0000024897072,0.000014405984,0.0021747001],"genre_scores_gemma":[0.99176407,0.00049861224,0.0024999282,0.0042789765,0.0009039492,0.0000014180043,0.0000014444046,0.00001935322,0.00003223524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845123,0.000097087184,0.00042734772,0.00018245321,0.00060508965,0.00023678379],"domain_scores_gemma":[0.9982275,0.000240234,0.0004218923,0.0001022402,0.00043940838,0.0005687746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003449574,0.00016399498,0.0006839376,0.00012897422,0.000059836882,0.0000101318965,0.00013036627,0.000027802018,0.00015044042],"category_scores_gemma":[0.0009397692,0.00010860908,0.00008820261,0.00045030256,0.0008155189,0.00012069869,0.00003938178,0.00057038065,0.0000090431795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015108347,0.00010435334,0.6706318,0.0002055635,0.000758304,0.0011542222,0.03282242,0.0000048451375,0.017817196,0.00038983522,0.0013049828,0.2732956],"study_design_scores_gemma":[0.009698841,0.035895623,0.8530906,0.0009721347,0.0009368406,0.00085399294,0.072177045,0.0008585603,0.0042895735,0.0002515867,0.020485943,0.00048929243],"about_ca_topic_score_codex":0.00005170104,"about_ca_topic_score_gemma":8.9243787e-7,"teacher_disagreement_score":0.27280632,"about_ca_system_score_codex":0.00004807199,"about_ca_system_score_gemma":0.00006083653,"threshold_uncertainty_score":0.44289497},"labels":[],"label_agreement":null},{"id":"W3021854669","doi":"10.5664/jcsm.8534","title":"Prevalence of malocclusions and oral dysfunctions in children with persistent sleep-disordered breathing after adenotonsillectomy in the long term","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Medicine; Sleep disordered breathing; Polysomnography; Craniofacial; Population; Oral and maxillofacial surgery; Dentistry; Pediatrics; Obstructive sleep apnea; Anesthesia; Psychiatry","score_opus":0.04169546444886002,"score_gpt":0.35564623930979783,"score_spread":0.3139507748609378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021854669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780645,0.0018963701,0.0002629463,0.018913496,0.00007607631,0.0006525012,0.000004668501,0.0000052122664,0.00012426166],"genre_scores_gemma":[0.997437,0.0004243595,0.0006618566,0.0010684286,0.00036527248,0.000009512189,0.0000022203608,0.00001845184,0.00001291037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99649847,0.00045860634,0.001480749,0.0002861194,0.0009875994,0.00028847053],"domain_scores_gemma":[0.99775404,0.00088750094,0.00045589305,0.00025261063,0.00028801803,0.00036196286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021294616,0.00018613022,0.00088734174,0.00027161126,0.000050024857,0.000009797941,0.00026882978,0.00012617659,0.00028318365],"category_scores_gemma":[0.0030097142,0.00009866688,0.00019014215,0.0006596708,0.0006625804,0.00015047475,0.000113431975,0.0012763997,0.0000016703353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031979566,0.00043817709,0.97859794,0.0001545247,0.00027792054,0.00039944134,0.0018642899,0.000025429772,0.00011127527,0.0000050924527,0.000025720361,0.014902225],"study_design_scores_gemma":[0.010701794,0.0049576387,0.979988,0.0006896283,0.00057716575,0.0011015342,0.0009502615,0.00090782135,0.0000104435085,0.000013043894,0.000013682041,0.00008898397],"about_ca_topic_score_codex":0.000051399576,"about_ca_topic_score_gemma":0.00004734591,"teacher_disagreement_score":0.019372521,"about_ca_system_score_codex":0.00005522885,"about_ca_system_score_gemma":0.00009450376,"threshold_uncertainty_score":0.55453926},"labels":[],"label_agreement":null},{"id":"W3022789358","doi":"10.1016/j.jpain.2004.02.303","title":"Other","year":2004,"lang":"en","type":"article","venue":"Journal of Pain","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Medicine; Tonsillectomy; Rofecoxib; Morphine; Anesthesia; Acetaminophen; Analgesic; Surgery","score_opus":0.02219475929778707,"score_gpt":0.3235289669135572,"score_spread":0.3013342076157701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022789358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9607648,0.0003289629,0.025215684,0.007789183,0.00015553713,0.00009639083,7.5505443e-7,0.000007805989,0.0056408644],"genre_scores_gemma":[0.99381137,0.0000034053312,0.005055006,0.0005704407,0.000361578,2.76725e-7,8.508234e-8,0.000009521499,0.00018833758],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993476,0.00005578046,0.000156003,0.000035661225,0.00030256907,0.00010238675],"domain_scores_gemma":[0.99956155,0.000046599645,0.00007139184,0.00007206361,0.00014237483,0.000105999956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010460708,0.000036747402,0.000116475516,0.000105007726,0.0000132316345,0.000005992797,0.000051920113,0.000026317643,0.00029621422],"category_scores_gemma":[0.00045873722,0.000025408357,0.00007748229,0.00009208105,0.000033048582,0.000043763128,0.000007860195,0.00019977886,0.000040696155],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014596854,0.0014205883,0.19646542,0.00021479758,0.0009281902,0.003922837,0.0019889981,0.00020817954,0.4476567,0.0082248375,0.0056075635,0.33190224],"study_design_scores_gemma":[0.043978576,0.012384528,0.4847988,0.0012908122,0.00040795378,0.007899983,0.004045721,0.00047345352,0.17104983,0.0496397,0.22336124,0.00066941505],"about_ca_topic_score_codex":0.0000059196223,"about_ca_topic_score_gemma":0.0000016937968,"teacher_disagreement_score":0.33123282,"about_ca_system_score_codex":0.00011184489,"about_ca_system_score_gemma":0.000054235516,"threshold_uncertainty_score":0.3243338},"labels":[],"label_agreement":null},{"id":"W3023814244","doi":"10.2196/18793","title":"A Tailored Motivational Messages Library for a Mobile Health Sleep Behavior Change Support System to Promote Continuous Positive Airway Pressure Use Among Patients With Obstructive Sleep Apnea: Development, Content Validation, and Testing","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Claremont Graduate University","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; CLARITY; Psychological intervention; Medicine; mHealth; Patient education; Sleep apnea; Nursing; Internal medicine","score_opus":0.07033950396738016,"score_gpt":0.31990931924721766,"score_spread":0.24956981527983751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023814244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748814,0.00020377539,0.00067770045,0.0015319193,0.00007772015,0.021515194,0.00089292217,0.00019857538,0.000020785264],"genre_scores_gemma":[0.9761441,0.0000067761325,0.012595377,0.0013926197,0.00018635875,0.008491346,0.0010334033,0.00010330033,0.000046747555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964438,0.00019591676,0.0008076669,0.0009648298,0.00066592323,0.00092186977],"domain_scores_gemma":[0.9963642,0.00023608537,0.00055142964,0.00021698113,0.0008214408,0.0018098826],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033640373,0.000416681,0.00085073465,0.00024455556,0.0005950698,0.000111041394,0.00011685064,0.00014061586,0.000014137679],"category_scores_gemma":[0.00021024399,0.00035040802,0.000042220494,0.0005371895,0.00015486685,0.0007725771,0.00015078051,0.0003796493,0.0000023252387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019556708,0.0003563975,0.9160877,0.0045970883,0.00014570492,0.000013649546,0.008653356,0.0000031253433,0.000037672424,0.00008180722,0.00010755967,0.0679603],"study_design_scores_gemma":[0.0049205804,0.0068898606,0.98393285,0.00035074,0.00015414254,0.000024563016,0.0016904672,0.0008800111,0.0003653097,0.0000014494256,0.0004936833,0.00029633104],"about_ca_topic_score_codex":0.00015574765,"about_ca_topic_score_gemma":0.000011246589,"teacher_disagreement_score":0.06784519,"about_ca_system_score_codex":0.00024830626,"about_ca_system_score_gemma":0.00046451532,"threshold_uncertainty_score":0.9998948},"labels":[],"label_agreement":null},{"id":"W3023864499","doi":"10.2196/17252","title":"Distinguishing Obstructive Versus Central Apneas in Infrared Video of Sleep Using Deep Learning: Validation Study","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vector Institute; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; FedDev Ontario; Toronto Rehabilitation Institute","keywords":"Apnea; Medicine; Obstructive sleep apnea; Central sleep apnea; Sleep apnea; Breathing; Hypopnea; Anesthesia; Polysomnography","score_opus":0.12369791194031983,"score_gpt":0.43410550403512027,"score_spread":0.31040759209480046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023864499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99506426,0.00021429862,0.0016902655,0.0014879124,0.00036724197,0.0004942072,0.0000012857486,0.000010453728,0.0006700845],"genre_scores_gemma":[0.99847025,0.00002155292,0.00076686166,0.000022103495,0.0006513644,0.0000040273,0.0000040417094,0.00003399271,0.000025823894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98996013,0.0015622656,0.0012285424,0.00035053748,0.0061919363,0.0007065961],"domain_scores_gemma":[0.994956,0.0015601458,0.00040855634,0.000202513,0.0018252773,0.0010475008],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0055133947,0.00017836744,0.000709122,0.0007085668,0.0000575464,0.00008030774,0.0007688332,0.00022218989,0.0009796565],"category_scores_gemma":[0.055688836,0.00014889047,0.00017505241,0.0012133631,0.00044926745,0.0002762316,0.0005745416,0.00428223,0.000009373861],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01625127,0.0017973571,0.8792492,0.0004582686,0.0010846696,0.005292184,0.02801663,0.00068316987,0.0073028672,0.00027428233,0.00014082945,0.05944928],"study_design_scores_gemma":[0.038207248,0.019155685,0.46889412,0.0016397733,0.00030402743,0.00055887405,0.064581804,0.3860767,0.01885656,0.00033332757,0.0009025783,0.0004892958],"about_ca_topic_score_codex":0.0003815963,"about_ca_topic_score_gemma":0.000035433364,"teacher_disagreement_score":0.41035506,"about_ca_system_score_codex":0.0008173213,"about_ca_system_score_gemma":0.00040313078,"threshold_uncertainty_score":0.9999336},"labels":[],"label_agreement":null},{"id":"W3023866894","doi":"10.1016/j.chest.2020.03.083","title":"Comparison of Diagnostic Sleep Studies in Hospitalized Neurorehabilitation Patients With Moderate to Severe Traumatic Brain Injury","year":2020,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Disability, Independent Living, and Rehabilitation Research; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Polysomnography; Glasgow Coma Scale; Neurorehabilitation; Obstructive sleep apnea; Traumatic brain injury; Physical therapy; Sleep apnea; Prospective cohort study; Apnea; Pediatrics; Emergency medicine; Internal medicine; Anesthesia; Rehabilitation","score_opus":0.06992308437646509,"score_gpt":0.38381138388686126,"score_spread":0.31388829951039615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023866894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99384815,0.000111544694,0.0004885668,0.004734093,0.00007397535,0.0006910655,0.0000066144203,0.000011222574,0.000034769986],"genre_scores_gemma":[0.99728394,0.0000067057745,0.0023161497,0.0002866866,0.000054783373,0.000020002472,0.000004728523,0.000024041754,0.0000029623216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834466,0.00016457035,0.0005017365,0.00019532659,0.00055900513,0.00023471983],"domain_scores_gemma":[0.99822813,0.0007525792,0.0001596204,0.000120872246,0.00047034555,0.00026844567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023337112,0.00014507149,0.0005248585,0.00016874282,0.00005275433,0.000019446097,0.00010259164,0.00003731356,0.000030844487],"category_scores_gemma":[0.0067930655,0.00010976876,0.000054019485,0.00044863424,0.00012310102,0.00015046707,0.000047282174,0.00041006217,0.000010076823],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017250116,0.0004683409,0.96564007,0.00060855877,0.00013080874,0.000031055843,0.020770635,0.0008766662,0.00062393135,0.000008120094,0.00022918438,0.008887598],"study_design_scores_gemma":[0.004336099,0.0038658713,0.98455936,0.00029197734,0.000052566593,0.000007768223,0.00339295,0.002371112,0.0009005426,0.0000853302,0.000019087904,0.000117315736],"about_ca_topic_score_codex":0.0000028910813,"about_ca_topic_score_gemma":0.0000038863727,"teacher_disagreement_score":0.018919291,"about_ca_system_score_codex":0.00015435513,"about_ca_system_score_gemma":0.000039602783,"threshold_uncertainty_score":0.81324244},"labels":[],"label_agreement":null},{"id":"W3024142962","doi":"10.1038/s41366-020-0594-7","title":"Response letter: Effect of multidisciplinary weight loss interventions on obstructive sleep apnea in youth with obesity. Need for more clinical trials","year":2020,"lang":"en","type":"letter","venue":"International Journal of Obesity","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Obstructive sleep apnea; Obesity; Weight loss; Multidisciplinary approach; Sleep apnea; Psychological intervention; Clinical trial; Sleep (system call); Physical therapy; Internal medicine; Pediatrics; Psychiatry","score_opus":0.08012234945330315,"score_gpt":0.42625650108006885,"score_spread":0.3461341516267657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024142962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7538515,0.000093662464,0.0026822854,0.23871656,0.0019871707,0.0016763426,0.0009402449,0.00001647793,0.000035756206],"genre_scores_gemma":[0.9693875,0.000026230691,0.0023763785,0.020391725,0.0071128802,0.000048015318,0.0004117217,0.00012356689,0.00012203138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98963815,0.0039434205,0.0031135073,0.00063142186,0.0022472816,0.0004261998],"domain_scores_gemma":[0.9856668,0.008808802,0.0029627422,0.0004349184,0.0018717297,0.000254976],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007374467,0.0005567285,0.0027429212,0.0014536267,0.00006657604,0.000051581617,0.0010446012,0.0006422745,0.00008787053],"category_scores_gemma":[0.010242244,0.00039684557,0.002397497,0.00033217584,0.00060447596,0.00023823297,0.00029594087,0.004193999,0.000012444637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.3686538,0.0034255043,0.51873386,0.0017904544,0.01369524,0.025467865,0.0026182733,0.000118945754,0.0011995297,0.0000294674,0.05449963,0.0097674215],"study_design_scores_gemma":[0.11255993,0.051445812,0.7774452,0.015146784,0.006818199,0.0025600563,0.0011889448,0.0019342,0.019205641,0.0007603926,0.009081795,0.0018530623],"about_ca_topic_score_codex":0.000022859904,"about_ca_topic_score_gemma":0.0000046385894,"teacher_disagreement_score":0.2587113,"about_ca_system_score_codex":0.00077879475,"about_ca_system_score_gemma":0.00025606027,"threshold_uncertainty_score":0.99984837},"labels":[],"label_agreement":null},{"id":"W3024738967","doi":"10.1016/j.sleep.2020.05.001","title":"Symptom subtypes and cognitive function in a clinic-based OSA cohort: a multi-centre Canadian study","year":2020,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of Saskatchewan; University of Calgary; Foothills Medical Centre; University of British Columbia; Canadian Sleep & Circadian Network; Hotchkiss Brain Institute","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Neurocognitive; Montreal Cognitive Assessment; Medicine; Cohort; Internal medicine; Wechsler Adult Intelligence Scale; Cognition; Clinical psychology; Psychiatry; Cognitive impairment","score_opus":0.034534787797567655,"score_gpt":0.31725081285807283,"score_spread":0.2827160250605052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024738967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985299,0.0006356481,0.00021238292,0.010168107,0.00019543985,0.0025135437,0.000024399167,0.00005902171,0.00089244917],"genre_scores_gemma":[0.9964029,0.0000108708,0.00005994563,0.0029775447,0.00027620667,0.000052326675,0.00009898433,0.000038568356,0.000082608836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976506,0.00021705072,0.00042789802,0.0006358882,0.00056499726,0.00050354615],"domain_scores_gemma":[0.9981046,0.0002979031,0.000077433426,0.00021081917,0.0002856788,0.001023602],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058829517,0.00024440978,0.00057296164,0.0004206642,0.00008252041,0.000011628527,0.00008532621,0.00011567474,0.0011835076],"category_scores_gemma":[0.0019262594,0.00020227201,0.00004222572,0.00072377565,0.00027784606,0.00006724489,0.000041925305,0.0005660687,0.00013058145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010954208,0.00036027987,0.98179156,0.000082374085,0.00026224184,0.00057327247,0.0022997058,9.615469e-7,0.00022662929,0.000005599488,0.00014139661,0.013160576],"study_design_scores_gemma":[0.021309862,0.0024353412,0.9596303,0.00018393876,0.0006422673,0.000008396327,0.010230543,0.0049810084,0.000077392295,0.000004507521,0.00032541028,0.00017101437],"about_ca_topic_score_codex":0.024143351,"about_ca_topic_score_gemma":0.08218942,"teacher_disagreement_score":0.058046065,"about_ca_system_score_codex":0.00016102889,"about_ca_system_score_gemma":0.0001628924,"threshold_uncertainty_score":0.9997296},"labels":[],"label_agreement":null},{"id":"W3025540829","doi":"10.1080/24745332.2020.1758442","title":"Helping Canadian health care providers to optimize Sleep Disordered Breathing management for their patients during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; University of Saskatchewan; Hospital for Sick Children; University of Toronto; Dalhousie University; Université Laval; University of Ottawa; McGill University Health Centre; University of Manitoba; Institut universitaire de cardiologie et de pneumologie de Québec; Vancouver Coastal Health; Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Calgary; University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Sleep disordered breathing; Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Sleep apnea; Breathing; Sleep (system call); Central sleep apnea; 2019-20 coronavirus outbreak; Sleep apnea syndromes; Intensive care medicine; Apnea; Psychiatry; Polysomnography; Cardiology; Internal medicine; Virology; Disease","score_opus":0.0509263729121184,"score_gpt":0.3361660795123203,"score_spread":0.2852397066002019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025540829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7026383,0.052542888,0.0048161326,0.2318489,0.0010450135,0.005445105,0.0006390468,0.000054180728,0.0009704298],"genre_scores_gemma":[0.94116807,0.00003367778,0.00052179873,0.057618,0.00054741633,0.000035865174,0.000022303604,0.00004891853,0.000003923881],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997237,0.0002082986,0.0006719455,0.00041041969,0.0005226018,0.00094969926],"domain_scores_gemma":[0.990518,0.00032766367,0.000108107044,0.00026899966,0.00090839225,0.0078688525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005799218,0.00028740612,0.0006286497,0.00059466675,0.0008720256,0.00007225668,0.0003259862,0.000113096576,0.00007665991],"category_scores_gemma":[0.0036090396,0.0002029106,0.00013978638,0.0003974534,0.00042923476,0.00013639842,0.00004534047,0.0006286982,0.0000018410142],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022210632,0.000049873826,0.38357005,0.013714717,0.0010123767,0.003445546,0.17423567,0.0004904291,0.00021032055,0.0011422095,0.009815406,0.41009232],"study_design_scores_gemma":[0.03155775,0.019036174,0.09407398,0.0018943455,0.0012759286,0.0007318265,0.4043068,0.00040576467,0.00011617417,0.0001619998,0.44501415,0.001425081],"about_ca_topic_score_codex":0.02114333,"about_ca_topic_score_gemma":0.115794174,"teacher_disagreement_score":0.43519875,"about_ca_system_score_codex":0.0021343303,"about_ca_system_score_gemma":0.0017579368,"threshold_uncertainty_score":0.985375},"labels":[],"label_agreement":null},{"id":"W3025942850","doi":"","title":"Predictors of difficulty in intubation in patients with obstructive sleep apnoea.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Intubation; Body mass index; Surgery; Anesthesia; Uvulopalatopharyngoplasty; Septoplasty; Apnea; Polysomnography; Internal medicine; Nose","score_opus":0.00757010771527911,"score_gpt":0.21182064550868446,"score_spread":0.20425053779340535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025942850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954855,0.000008783195,0.000005191687,0.00005075688,0.0001328958,0.0024645608,0.000013429502,0.000014317411,0.0018245825],"genre_scores_gemma":[0.9994016,9.2828134e-7,0.000057756268,0.000009002125,0.000022287353,0.000374148,0.00004647483,0.000017885368,0.000069901034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985573,0.000058843336,0.0002668418,0.0002645468,0.00051739765,0.0003350188],"domain_scores_gemma":[0.99934787,0.00006146943,0.000090432804,0.00023471145,0.00017198181,0.00009352743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017629113,0.00011236158,0.0002764079,0.00035574837,0.00000715483,0.000005076803,0.000086791035,0.00007751879,0.000040168095],"category_scores_gemma":[0.00022242511,0.00008671882,0.000028268094,0.0005850541,0.000080277576,0.00015620294,0.000049565824,0.00023637824,0.000008708768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081703096,0.0002956465,0.94848835,0.00005854449,0.000040539162,0.000002283129,0.00031628,0.000031405332,0.000048653397,0.00004840366,0.0000023244147,0.049850546],"study_design_scores_gemma":[0.006104543,0.00025365868,0.99243706,0.000026884141,0.000013042563,5.152329e-7,0.00016673174,0.000120374774,0.0007658486,0.000021447237,0.000010368508,0.00007952325],"about_ca_topic_score_codex":0.0000543829,"about_ca_topic_score_gemma":0.000039573388,"teacher_disagreement_score":0.049771022,"about_ca_system_score_codex":0.0003228824,"about_ca_system_score_gemma":0.000014107519,"threshold_uncertainty_score":0.35362908},"labels":[],"label_agreement":null},{"id":"W3026116693","doi":"","title":"SLEEP-GOAL: A multicenter success criteria outcome study on 302 obstructive sleep apnoea (OSA) patients.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Oxygen saturation; Sleep (system call); Tongue; Prospective cohort study; Anesthesia; Internal medicine; Oxygen","score_opus":0.054786275020279114,"score_gpt":0.32330644115396595,"score_spread":0.26852016613368684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026116693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98497355,0.000025143985,0.00008501706,0.00332598,0.0009326931,0.0068230215,0.000103141625,0.00022708441,0.0035043955],"genre_scores_gemma":[0.9950678,8.685289e-7,0.00014440094,0.0016960924,0.0004686349,0.002330574,0.000058149035,0.00011664642,0.00011687299],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953413,0.00031929658,0.0007206911,0.001062265,0.0014223584,0.0011341064],"domain_scores_gemma":[0.99738485,0.00021788692,0.00018923562,0.0007097433,0.0004912217,0.0010070711],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003649882,0.00047224262,0.00077836955,0.00027252547,0.00015109104,0.000118355725,0.00048700967,0.00014658195,0.00030741614],"category_scores_gemma":[0.0018996333,0.00040589488,0.00022513162,0.0006402884,0.00018789941,0.00032172093,0.00040101272,0.0007760114,0.00029581637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002051279,0.0018079388,0.9249754,0.000111425936,0.00048486606,0.00016683686,0.0019779466,0.0000026839505,0.00011900301,0.000029428398,0.00017321356,0.068099976],"study_design_scores_gemma":[0.01079975,0.00077326206,0.9840874,0.0000074615855,0.00021386256,0.0000032213125,0.0012899959,0.0005106929,0.0011962086,0.000011339944,0.00075234304,0.00035444263],"about_ca_topic_score_codex":0.000049752995,"about_ca_topic_score_gemma":0.000010485466,"teacher_disagreement_score":0.06774553,"about_ca_system_score_codex":0.0003940612,"about_ca_system_score_gemma":0.0000114290315,"threshold_uncertainty_score":0.9998393},"labels":[],"label_agreement":null},{"id":"W3026262157","doi":"10.1016/j.sleep.2020.05.017","title":"Prevalence of chronic kidney disease in obesity hypoventilation syndrome and obstructive sleep apnoea with severe obesity","year":2020,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Health and Medical Research Council","keywords":"Medicine; Obesity hypoventilation syndrome; Renal function; Kidney disease; Internal medicine; Proteinuria; Body mass index; Hypoventilation; Obesity; Positive airway pressure; Obstructive sleep apnea; Kidney; Respiratory system","score_opus":0.013497431220743513,"score_gpt":0.25793341697150435,"score_spread":0.24443598575076084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026262157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99192035,0.001625319,0.0007724673,0.0037098925,0.000099220335,0.0013954611,0.00006676488,0.000054127675,0.00035638153],"genre_scores_gemma":[0.9989115,0.000115544965,0.00031401575,0.00029106386,0.00017925569,0.00003168406,0.000052827298,0.000036933707,0.0000671504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972575,0.00013439538,0.00047720454,0.00070043316,0.0009892536,0.00044123008],"domain_scores_gemma":[0.99791515,0.00012410399,0.00019994397,0.0004380817,0.00025977357,0.0010629239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030058605,0.00030553932,0.0006721673,0.00023194637,0.000068111265,0.0000067829756,0.00019141327,0.00010253633,0.0005010108],"category_scores_gemma":[0.0009377865,0.00024058534,0.000058855065,0.0007553422,0.0007085859,0.00025403095,0.00015616982,0.00050629966,0.000014479878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015059096,0.00029045454,0.9855364,0.003849665,0.00015135901,0.0005435348,0.00085193256,0.00006228142,0.0026699633,0.00030341648,0.000028252933,0.004206807],"study_design_scores_gemma":[0.006327612,0.0018189171,0.9789882,0.0008871339,0.0003990695,0.00014235586,0.0002150806,0.010015295,0.0007116865,0.00023735526,0.00004196001,0.00021534768],"about_ca_topic_score_codex":0.000097893884,"about_ca_topic_score_gemma":0.000014127797,"teacher_disagreement_score":0.009953014,"about_ca_system_score_codex":0.00029767348,"about_ca_system_score_gemma":0.00014562767,"threshold_uncertainty_score":0.98107857},"labels":[],"label_agreement":null},{"id":"W3026668083","doi":"10.7759/cureus.8241","title":"Obstructive Sleep Apnea and Hypertension: A Review of the Relationship and Pathogenic Association","year":2020,"lang":"en","type":"review","venue":"Cureus","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Cardiology; Blood pressure; Obesity; Internal medicine; Sleep apnea; Apnea; Pathophysiology","score_opus":0.06739489687437097,"score_gpt":0.3369841987581848,"score_spread":0.2695893018838138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026668083","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007344133,0.9966007,0.0000049625223,0.00081575033,0.00017772618,0.0017133863,0.00007349067,0.000017473134,0.0005231058],"genre_scores_gemma":[0.00029339155,0.99895567,0.00019407102,0.00015282068,0.00015479924,0.00006592145,0.00004052521,0.000041257335,0.000101527796],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978594,0.00045605886,0.0005497931,0.0004109365,0.00052793144,0.00019586405],"domain_scores_gemma":[0.99764,0.00090209494,0.000564375,0.000451298,0.000295554,0.00014667754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045606674,0.00026956212,0.0015398896,0.000056292618,0.000094700335,0.000012766851,0.00014167337,0.00030200667,0.000045071847],"category_scores_gemma":[0.0068645803,0.00016909548,0.00032327417,0.00053159904,0.00013131912,0.00006031128,0.00025366383,0.00075613474,0.000014217044],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067214,0.000023951014,0.002913596,0.092591986,0.0004761875,0.000020404994,0.000059512477,2.4979419e-9,0.0000053383696,0.00041554295,0.00025360758,0.9032332],"study_design_scores_gemma":[0.0005970139,0.00013343534,0.019591378,0.067367576,0.00654469,0.0007179378,0.00005000068,0.00001876458,0.0000020424309,0.00024360129,0.9044293,0.00030426402],"about_ca_topic_score_codex":0.0000048999927,"about_ca_topic_score_gemma":0.0000014697988,"teacher_disagreement_score":0.9041757,"about_ca_system_score_codex":0.00031969225,"about_ca_system_score_gemma":0.00012924834,"threshold_uncertainty_score":0.8218039},"labels":[],"label_agreement":null},{"id":"W3027432620","doi":"10.1111/jsr.13092","title":"Interhemispheric sleep depth coherence predicts driving safety in sleep apnea","year":2020,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"National Center for Research Resources; National Heart, Lung, and Blood Institute; American Academy of Sleep Medicine Foundation; American Heart Association","keywords":"Sleep apnea; Sleep (system call); Obstructive sleep apnea; Medicine; Audiology; Psychology; Physical medicine and rehabilitation; Anesthesia; Computer science","score_opus":0.061176345786257684,"score_gpt":0.3603123184709558,"score_spread":0.2991359726846981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027432620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96512043,0.0014151911,0.0054537477,0.01085379,0.00035331407,0.0011573299,0.000008228632,0.00005206626,0.015585889],"genre_scores_gemma":[0.9956725,0.00013233411,0.0027602208,0.00025177083,0.0009403522,0.000020511083,0.0000053019476,0.00008453827,0.00013247099],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992041,0.0008050545,0.001451452,0.00060644344,0.003723988,0.0013720491],"domain_scores_gemma":[0.99459463,0.001037507,0.0003571305,0.000535543,0.002015135,0.0014600365],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0042640353,0.0003378068,0.0009714099,0.0008070727,0.00018408327,0.00013482153,0.0011211425,0.00027298133,0.0012489118],"category_scores_gemma":[0.005600367,0.00028642372,0.00030546606,0.0028419076,0.00056567445,0.0005716804,0.00069743866,0.0044980114,0.00021528198],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00655765,0.0010237986,0.53307986,0.00072335324,0.0007529632,0.0052616415,0.0041045505,0.00063983543,0.11605838,0.00014110318,0.0017536685,0.32990322],"study_design_scores_gemma":[0.026496679,0.012088776,0.6924499,0.0017096677,0.00026323323,0.0023861537,0.011646475,0.1760388,0.060424026,0.0005116623,0.014793847,0.0011907732],"about_ca_topic_score_codex":0.000046567373,"about_ca_topic_score_gemma":0.000046561516,"teacher_disagreement_score":0.32871243,"about_ca_system_score_codex":0.0009288538,"about_ca_system_score_gemma":0.00031344028,"threshold_uncertainty_score":0.9999588},"labels":[],"label_agreement":null},{"id":"W3028436251","doi":"10.1016/j.sleep.2020.05.014","title":"The effect of sleep impairment on gestational diabetes mellitus: a systematic review and meta-analysis of cohort studies","year":2020,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Gestational diabetes; Medicine; Meta-analysis; Obstructive sleep apnea; Confidence interval; Cohort study; Relative risk; Pregnancy; Sleep (system call); Sleep apnea; Subgroup analysis; Obstetrics; Internal medicine; Gestation","score_opus":0.06152232382700351,"score_gpt":0.3997184860668468,"score_spread":0.3381961622398433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028436251","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023225151,0.98791593,0.000006473195,0.0016201175,0.000075100004,0.01011327,0.00014700096,0.000019861518,0.00007901225],"genre_scores_gemma":[0.0002098484,0.99727094,0.000037733593,0.00016623261,0.000062794374,0.0019494126,0.0001905321,0.0000561861,0.000056344816],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9922272,0.0018703168,0.0026708837,0.0007080118,0.0021232308,0.00040033757],"domain_scores_gemma":[0.9864007,0.00979339,0.0017759614,0.0011431845,0.0006182092,0.00026855626],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.005409866,0.000778061,0.021152582,0.0006752104,0.00009611203,0.0000075620787,0.0003947556,0.00014260414,0.00019012876],"category_scores_gemma":[0.0071326834,0.00031874186,0.0025346011,0.002119039,0.00096783007,0.000032214524,0.00019150489,0.0005781396,0.000013013846],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019219477,0.000028343567,0.00003071054,0.55609447,0.43372807,0.000013003558,0.000053505082,4.5186079e-7,3.166813e-7,0.000058835543,0.00007480512,0.009898289],"study_design_scores_gemma":[0.0005126631,0.002553382,0.0000330461,0.072727844,0.92073846,0.000011270616,0.0000688294,0.000052538722,0.0000065317413,0.0000060026855,0.003119921,0.00016949566],"about_ca_topic_score_codex":0.000008070846,"about_ca_topic_score_gemma":0.0000019699805,"teacher_disagreement_score":0.48701042,"about_ca_system_score_codex":0.00023960978,"about_ca_system_score_gemma":0.000052105283,"threshold_uncertainty_score":0.99992645},"labels":[],"label_agreement":null},{"id":"W3028933507","doi":"10.1093/sleep/zsaa056.561","title":"0564 Assessment of Tongue and Soft Palate Muscles Mechanical Properties in Patients with OSA","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Tongue; Soft palate; Medicine; Soft tissue; Muscle fatigue; Orthodontics; Electromyography; Surgery; Physical medicine and rehabilitation","score_opus":0.020198968220213605,"score_gpt":0.2664156147445146,"score_spread":0.24621664652430097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028933507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981826,0.00003332271,0.00015876435,0.0008072426,0.000022598138,0.00052295206,0.00000691651,0.000017668923,0.000247964],"genre_scores_gemma":[0.9988004,0.0000035744338,0.0010125749,0.000109901695,0.000024461384,0.000016614058,0.0000086227365,0.00001731698,0.000006531692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988998,0.00004907928,0.00019140287,0.00023567783,0.000429741,0.0001942612],"domain_scores_gemma":[0.9995347,0.000019751658,0.000044601995,0.00013734004,0.00011924838,0.00014431098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009577619,0.00010391632,0.00025379346,0.000060988117,0.00001698874,0.000008781287,0.000062992425,0.000047034842,0.00006721841],"category_scores_gemma":[0.00009850917,0.00007108702,0.000023964318,0.00016192737,0.000099595265,0.000066807836,0.00010462409,0.00020347543,0.0000032111568],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004931257,0.0003123074,0.9639157,0.00024504072,0.0000772514,0.000022737497,0.00055017497,0.000009719513,0.01160185,0.00023540617,0.0000044421126,0.022532267],"study_design_scores_gemma":[0.0037577616,0.0011781539,0.9856094,0.000073404706,0.00003676802,0.0000011845639,0.00024105122,0.0041175038,0.004813401,0.000026302165,0.000050745763,0.00009430853],"about_ca_topic_score_codex":0.000027581615,"about_ca_topic_score_gemma":0.000013115776,"teacher_disagreement_score":0.02243796,"about_ca_system_score_codex":0.00004606139,"about_ca_system_score_gemma":0.000028572893,"threshold_uncertainty_score":0.28988448},"labels":[],"label_agreement":null},{"id":"W3028989904","doi":"10.3760/cma.j.issn.1008-6706.2012.09.001","title":"The relationship between excessive daytime sleepiness and the quality of life in patients with moderate to severe obstructive sleep apnea and hypoventilation syndrome","year":2012,"lang":"en","type":"article","venue":"Zhongguo jiceng yiyao","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Respiratory disturbance index; Apnea; Hypoventilation; Obstructive sleep apnea; Polysomnography; Excessive daytime sleepiness; Body mass index; Epworth Sleepiness Scale; Quality of life (healthcare); Internal medicine; Anesthesia; Respiratory system; Sleep disorder; Insomnia; Psychiatry","score_opus":0.032604036449751635,"score_gpt":0.3002628082547695,"score_spread":0.26765877180501785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028989904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99681944,0.00031167507,0.0003962657,0.0006896771,0.00007116058,0.0014204647,0.000039347844,0.000016649436,0.00023532393],"genre_scores_gemma":[0.99938095,0.0000028475768,0.00033979947,0.000042146577,0.0000628423,0.00006418521,0.0000306612,0.00002917111,0.000047421225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766976,0.0004743793,0.0005047369,0.00030238146,0.00063137786,0.0004173891],"domain_scores_gemma":[0.996707,0.0020656222,0.00026999222,0.00039839686,0.00030501463,0.00025394117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012819165,0.00020333697,0.00048786338,0.00011199012,0.00029686588,0.000049226528,0.00013635463,0.00010367378,0.000009790912],"category_scores_gemma":[0.001914956,0.00011938063,0.000041797244,0.0005019199,0.0004368147,0.00043526656,0.00016366747,0.00040558024,0.000007786909],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019154054,0.000060274415,0.9906434,0.000092504204,0.0001302524,8.7840544e-7,0.0018745213,0.000034086348,0.00000901864,0.0012502446,0.0000019868298,0.0039874585],"study_design_scores_gemma":[0.005901348,0.00010653703,0.9921163,0.00006186431,0.00008390488,0.0000057395564,0.0007197399,0.0002986803,0.00003585201,0.0005171675,0.000007303009,0.0001456103],"about_ca_topic_score_codex":0.00014342809,"about_ca_topic_score_gemma":0.000029687517,"teacher_disagreement_score":0.0039859423,"about_ca_system_score_codex":0.000094699535,"about_ca_system_score_gemma":0.000025193749,"threshold_uncertainty_score":0.4868201},"labels":[],"label_agreement":null},{"id":"W3029577158","doi":"10.1093/sleep/zsaa056.1170","title":"1176 Survey Of Knowledge Of Pediatric Trainees Regarding Obstructive Sleep Apnea In Children","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Pediatrics; Family medicine; Quarter (Canadian coin); Sleep medicine; Psychiatry; Sleep disorder; Internal medicine; Insomnia","score_opus":0.03222730057836448,"score_gpt":0.2967626222323814,"score_spread":0.26453532165401694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029577158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952625,0.001143829,0.00026585683,0.00013865097,0.00011050582,0.0007063473,0.00010935238,0.00003528187,0.0022276717],"genre_scores_gemma":[0.99907935,0.000025595871,0.00046013496,0.000020897745,0.0002643491,0.000014498746,0.000072913004,0.000047419217,0.000014861202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771035,0.00028465674,0.0006536742,0.00047273908,0.0004525202,0.00042604038],"domain_scores_gemma":[0.9984693,0.00022456053,0.00021166843,0.0003572838,0.00048546176,0.00025172002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005850756,0.00023333007,0.00075495325,0.0004358015,0.00002992093,0.0000065408985,0.0002952352,0.00014563516,0.00015772076],"category_scores_gemma":[0.0018432487,0.00022122473,0.00016154874,0.0018445946,0.00019988923,0.00011984813,0.00018788896,0.00045924835,0.000030526215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004041332,0.00022316836,0.980496,0.0002181677,0.00018987643,0.000007960718,0.0021724445,0.00003553664,0.0028593154,0.00010719744,0.00003373165,0.013252482],"study_design_scores_gemma":[0.0032141437,0.00037824974,0.98612344,0.000017114264,0.00011307418,0.000010321469,0.00038370714,0.0029674768,0.0065755914,0.00003752663,0.0000080509335,0.00017132427],"about_ca_topic_score_codex":0.0003168612,"about_ca_topic_score_gemma":0.000054483844,"teacher_disagreement_score":0.013081158,"about_ca_system_score_codex":0.00009703285,"about_ca_system_score_gemma":0.0000658468,"threshold_uncertainty_score":0.9021283},"labels":[],"label_agreement":null},{"id":"W3029656608","doi":"10.1093/sleep/zsaa056.869","title":"0873 Obstructive Sleep Apnea Impacts Brain Development in Obese Children and Adolescents: An MRI Study","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Obstructive sleep apnea; Polysomnography; Medicine; Obesity; Internal medicine; Cardiology; Neurology; Sleep apnea; Pediatrics; Apnea; Psychiatry","score_opus":0.016506504184481616,"score_gpt":0.2921003034941702,"score_spread":0.2755937993096886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029656608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953218,0.00022327543,0.00018546086,0.0015634012,0.000091326096,0.0022584987,0.000016688042,0.00010187293,0.00023763803],"genre_scores_gemma":[0.9977871,0.000004941611,0.0010586347,0.000753206,0.00020590765,0.000052625044,0.000056126424,0.00006924783,0.000012190151],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967918,0.0002603598,0.00050410494,0.00090664235,0.0008063686,0.0007307269],"domain_scores_gemma":[0.99836314,0.00004430888,0.00009938019,0.00043230987,0.00016188358,0.0008989517],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041519257,0.0003769206,0.0005553885,0.00029803798,0.00012402867,0.000068804526,0.00027892267,0.00012959685,0.000119970624],"category_scores_gemma":[0.00048929534,0.00034720887,0.00005720708,0.00070995855,0.00015630884,0.0003442837,0.00035662178,0.0006923479,0.000094603056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007330435,0.0010235775,0.92637104,0.000086754146,0.00020506608,0.00020735951,0.012912395,0.0000122358615,0.002112376,0.000028287419,0.000029918818,0.05627796],"study_design_scores_gemma":[0.007436866,0.0010913193,0.9842143,0.00005780087,0.00005387895,0.0000433224,0.0038794228,0.0009680892,0.0018213269,0.000023921692,0.00007743049,0.00033231277],"about_ca_topic_score_codex":0.00014846551,"about_ca_topic_score_gemma":0.0002196092,"teacher_disagreement_score":0.057843283,"about_ca_system_score_codex":0.00029895964,"about_ca_system_score_gemma":0.00008439944,"threshold_uncertainty_score":0.999898},"labels":[],"label_agreement":null},{"id":"W3030100800","doi":"10.3760/cma.j.issn.1006-7876.2018.04.004","title":"Influence of continuous positive airway pressure on sleep status, neuropsychological characteristics in patients with stroke combined with obstructive sleep apnea syndrome","year":2018,"lang":"en","type":"article","venue":"Chin J Neurol","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Polysomnography; Epworth Sleepiness Scale; Sleep apnea; Mood; Respiratory disturbance index; Positive airway pressure; Apnea–hypopnea index; Hypopnea; Physical therapy; Apnea; Anesthesia; Internal medicine; Psychiatry","score_opus":0.005477780692084731,"score_gpt":0.23746841120459794,"score_spread":0.2319906305125132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030100800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996572,0.0000070648616,0.000037085658,0.000112987844,0.00012226183,0.0018719416,0.00037932038,0.000060008882,0.00083728886],"genre_scores_gemma":[0.99921685,0.000001472272,0.00014983967,0.00034419692,0.000045611097,0.000044284403,0.00006248129,0.000076643504,0.00005860461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99670726,0.00028972304,0.0004813492,0.0008171751,0.0010048416,0.00069967966],"domain_scores_gemma":[0.99766624,0.0002307387,0.00032462028,0.00070399774,0.000759525,0.00031485857],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012359931,0.00042516232,0.0008078933,0.0003035721,0.000090262765,0.000028563485,0.00029823044,0.00015333544,0.000057450085],"category_scores_gemma":[0.00038311176,0.00029902224,0.000059493414,0.0005332475,0.00093943236,0.00018554392,0.00012408891,0.0010053643,0.00003023185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026778026,0.0013362354,0.9657203,0.00007125279,0.00021309892,0.0005454412,0.0004481734,0.00007921425,0.0021011957,0.00008086262,0.000003236381,0.0026229592],"study_design_scores_gemma":[0.008536514,0.032288235,0.9566788,0.0001022055,0.00011090676,0.000081834005,0.00003304107,0.00031469617,0.0015566904,0.000009461466,0.000029557974,0.00025807566],"about_ca_topic_score_codex":0.000028659217,"about_ca_topic_score_gemma":0.000006418758,"teacher_disagreement_score":0.030952001,"about_ca_system_score_codex":0.00005822573,"about_ca_system_score_gemma":0.000035319168,"threshold_uncertainty_score":0.9999462},"labels":[],"label_agreement":null},{"id":"W3030454344","doi":"10.3760/cma.j.issn.1673-4246.2019.12.004","title":"Clinical observation on Quyu-Huatan decoction combined with noninvasive positive pressure ventilation in treatment with moderate to severe obstructive sleep apnea hypopnea syndrome with phlegm dampness type","year":2019,"lang":"en","type":"article","venue":"Traditional Chinese Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polysomnography; Hypopnea; Pittsburgh Sleep Quality Index; Obstructive sleep apnea; Epworth Sleepiness Scale; Apnea–hypopnea index; Anesthesia; Phlegm; Apnea; Internal medicine; Sleep apnea; Decoction; Traditional Chinese medicine; Sleep quality; Insomnia","score_opus":0.04028038985568509,"score_gpt":0.31232968346699114,"score_spread":0.27204929361130603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030454344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924129,0.000043483135,0.00075979583,0.001894967,0.00029623113,0.0032717227,0.00013235517,0.00007628545,0.0011122171],"genre_scores_gemma":[0.9951779,0.0000072869852,0.0014141157,0.00034823376,0.00034392125,0.0002195956,0.002059079,0.000089595895,0.00034027552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963998,0.00022172453,0.0005847869,0.0009773258,0.0013673429,0.00044902865],"domain_scores_gemma":[0.99735725,0.0006608115,0.00026353903,0.00052056246,0.0008083037,0.0003895077],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033075945,0.0005635462,0.0010327403,0.0004822928,0.00013660308,0.000026911372,0.00014512586,0.00017140599,0.00026233346],"category_scores_gemma":[0.00012554479,0.00033477144,0.00007053544,0.0013086804,0.00028501783,0.0004308693,0.000021363518,0.0005847759,0.00006910738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10165282,0.0024900127,0.87141407,0.0002507432,0.0016057712,0.0013371421,0.002219236,0.012679769,0.0010304238,0.0013971347,0.000029434352,0.0038934627],"study_design_scores_gemma":[0.01908205,0.04287886,0.92579806,0.0007200859,0.0003469157,0.0010954376,0.00039756205,0.00868072,0.00025205064,0.00034646707,0.00002620972,0.00037556267],"about_ca_topic_score_codex":0.00018047397,"about_ca_topic_score_gemma":0.0003117756,"teacher_disagreement_score":0.08257078,"about_ca_system_score_codex":0.00058807764,"about_ca_system_score_gemma":0.000206775,"threshold_uncertainty_score":0.9999104},"labels":[],"label_agreement":null},{"id":"W3030493529","doi":"10.3760/cma.j.issn.1006-7876.2012.06.011","title":"Sleep structure and cognitive function in stoke combined with obstructive sleep apnea hypopnea syndrome","year":2012,"lang":"en","type":"article","venue":"Chin J Neurol","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Non-rapid eye movement sleep; Hypopnea; Medicine; Obstructive sleep apnea; Montreal Cognitive Assessment; Respiratory disturbance index; Polysomnography; Anesthesia; Sleep and breathing; Sleep apnea; Sleep disorder; Apnea; Cardiology; Cognition; Eye movement; Psychiatry; Cognitive impairment; Ophthalmology","score_opus":0.011477287574238774,"score_gpt":0.2473818777560218,"score_spread":0.23590459018178303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030493529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963749,0.0003887861,0.0003326024,0.00024039559,0.0004274125,0.0013638034,0.00006496646,0.00009052431,0.00071658194],"genre_scores_gemma":[0.9990205,0.0000031471154,0.00017421412,0.00037052104,0.00015666403,0.0000633103,0.00007157069,0.00008665726,0.000053402317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975197,0.00020946498,0.00030187468,0.00058148446,0.00063748664,0.00075002515],"domain_scores_gemma":[0.9986655,0.0002529916,0.00012040284,0.00034427518,0.00017466677,0.0004421632],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001847646,0.00039365477,0.00055517233,0.0004019498,0.00013911717,0.000041214105,0.000112972004,0.00018509592,0.00021150224],"category_scores_gemma":[0.0002448146,0.00031575368,0.00005982684,0.00062001625,0.00035505943,0.00049075956,0.0001293178,0.0010782874,0.000036050413],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005274028,0.00034643844,0.95309514,0.00016596148,0.00035486522,0.0004114711,0.0011915403,0.000014356498,0.006725028,0.00032158647,0.000006806351,0.03209279],"study_design_scores_gemma":[0.006706398,0.0020306534,0.9842687,0.000037161204,0.00029266553,0.0018477541,0.00046727067,0.001484333,0.0022787624,0.00022707472,0.000048598205,0.00031060138],"about_ca_topic_score_codex":0.000026566138,"about_ca_topic_score_gemma":0.000017849057,"teacher_disagreement_score":0.03178219,"about_ca_system_score_codex":0.00008472596,"about_ca_system_score_gemma":0.000020015223,"threshold_uncertainty_score":0.9999294},"labels":[],"label_agreement":null},{"id":"W3030714544","doi":"10.1093/sleep/zsaa056.687","title":"0691 Comparison Of Odds Ratio Product And Other Polysomnographic Metrics Among Responders And Non-responders To Upper Airway Stimulation Treatment Of Obstructive Sleep Apnea","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Obstructive sleep apnea; Anesthesia; Polysomnography; Sleep apnea; Apnea; Airway; Apnea–hypopnea index; Internal medicine","score_opus":0.038588909745510366,"score_gpt":0.3254430902723069,"score_spread":0.2868541805267965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030714544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924143,0.0008306211,0.003752571,0.00092712766,0.000083638835,0.001680037,0.00004311784,0.00003078914,0.0002378246],"genre_scores_gemma":[0.9980734,0.00001203267,0.0016143998,0.000080608246,0.00008201067,0.000033467208,0.00001693741,0.000048597034,0.000038525955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767596,0.00016411538,0.00054342643,0.0006122907,0.00066223636,0.00034199166],"domain_scores_gemma":[0.99850005,0.00021668995,0.00022181576,0.00038032382,0.00029681993,0.00038428765],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022212519,0.00029210086,0.00072520983,0.0008873352,0.000085543514,0.000022713994,0.00010147402,0.0001177761,0.00006731658],"category_scores_gemma":[0.00043519287,0.0002524363,0.00011808337,0.0016104616,0.00044467303,0.00016133359,0.000081780156,0.000173592,0.0000044971293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003513986,0.00033622622,0.86520076,0.00018895697,0.00053844985,0.0000072459525,0.015069644,0.00050665386,0.066588216,0.000165078,0.000018063216,0.047866717],"study_design_scores_gemma":[0.0052491035,0.004246486,0.78824604,0.000036981553,0.00042446796,0.000004915712,0.006185305,0.047648083,0.14746752,0.00003239855,0.00016501821,0.00029366603],"about_ca_topic_score_codex":0.00016095412,"about_ca_topic_score_gemma":0.000030113097,"teacher_disagreement_score":0.08087931,"about_ca_system_score_codex":0.00011875633,"about_ca_system_score_gemma":0.00003349895,"threshold_uncertainty_score":0.9999928},"labels":[],"label_agreement":null},{"id":"W3030861065","doi":"10.3760/cma.j.issn.1673-436x.2007.14.004","title":"Role of Calgary sleep apnea quality of life index in diagnosis and treatment of patients with obstructive sleep apnea/hypopnea syndrome","year":2007,"lang":"en","type":"article","venue":"Chinese Journal of Asthma","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep (system call); Sleep apnea; Apnea–hypopnea index; Hypopnea; Apnea; Quality of life (healthcare); Index (typography); Physical therapy; Internal medicine; Polysomnography","score_opus":0.011840345291824948,"score_gpt":0.2836207431232339,"score_spread":0.27178039783140895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030861065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974442,0.001222932,0.000311089,0.000059487764,0.000093463525,0.0006132621,0.000047519326,0.0000048420347,0.00020320433],"genre_scores_gemma":[0.9984208,0.000043153792,0.0013966737,0.000011916333,0.000064961234,0.000008692201,0.000010926135,0.00003869324,0.0000041952103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99629694,0.00019678188,0.0016209597,0.00028256685,0.0012172255,0.00038552695],"domain_scores_gemma":[0.9962161,0.0006105706,0.0013527309,0.0003697847,0.0010246041,0.00042620752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007993822,0.0003507809,0.0015860989,0.00083898095,0.000035361023,0.0000074541827,0.00019384372,0.0001689843,0.00007209971],"category_scores_gemma":[0.0007341551,0.00022638742,0.000248206,0.0008086679,0.0004511185,0.0002663481,0.00008784166,0.00037978948,7.5870696e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057467036,0.0023780887,0.911577,0.0002161644,0.0006955325,0.000101897174,0.0016994526,0.00004145401,0.0016752385,0.000023828148,5.379296e-7,0.07584413],"study_design_scores_gemma":[0.010726624,0.004751006,0.97917145,0.00011810674,0.000085349224,0.000105386534,0.00086629676,0.00034414767,0.003512219,0.00014905243,0.000007591676,0.00016274535],"about_ca_topic_score_codex":0.0003853576,"about_ca_topic_score_gemma":0.00014304023,"teacher_disagreement_score":0.07568139,"about_ca_system_score_codex":0.0002656471,"about_ca_system_score_gemma":0.0000890861,"threshold_uncertainty_score":0.9231811},"labels":[],"label_agreement":null},{"id":"W3030924864","doi":"10.1093/sleep/zsaa056.591","title":"0594 Can a Deep Convolutional Neural Network Extract Diagnostic Information on Obstructive Sleep Apnea from Images?","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Craniofacial; Obstructive sleep apnea; Medicine; Radiography; Cephalometry; Sleep apnea; Hypopnea; Cephalometric analysis; Orthodontics; Convolutional neural network; Airway; Apnea; Radiology; Polysomnography; Artificial intelligence; Surgery; Internal medicine; Computer science","score_opus":0.01607059208406673,"score_gpt":0.2590138547291375,"score_spread":0.2429432626450708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030924864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9620731,0.00053608057,0.014418988,0.011277052,0.0014665476,0.0020639861,0.00059503433,0.0003820698,0.0071871784],"genre_scores_gemma":[0.9927267,0.000008916045,0.0016210364,0.0031394255,0.0015078357,0.00009528112,0.00084248476,0.000045312114,0.000013004988],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99711275,0.00015173152,0.0005241019,0.00048308927,0.0010011689,0.0007271778],"domain_scores_gemma":[0.99763143,0.0007902538,0.00020448695,0.00039789444,0.00034295485,0.00063300773],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013857658,0.00035710327,0.00045568732,0.00013141497,0.00021690752,0.00009129759,0.00026791493,0.00017633312,0.0011504028],"category_scores_gemma":[0.0020111757,0.00033884688,0.00019226003,0.00054744916,0.0002482018,0.00053562067,0.00015802967,0.000873284,0.00086669455],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051148077,0.0005623046,0.34483072,0.00026896695,0.0014460318,0.00085414766,0.0055187037,0.020169327,0.0036201798,0.004787837,0.0047698338,0.60805714],"study_design_scores_gemma":[0.004659186,0.00087549497,0.7577473,0.00004593769,0.00025148422,0.000048516915,0.0007961772,0.23075902,0.0012240118,0.00092046463,0.002167774,0.0005046075],"about_ca_topic_score_codex":0.00016116377,"about_ca_topic_score_gemma":0.00002341094,"teacher_disagreement_score":0.6075525,"about_ca_system_score_codex":0.0003325376,"about_ca_system_score_gemma":0.000052859665,"threshold_uncertainty_score":0.99991125},"labels":[],"label_agreement":null},{"id":"W3030962215","doi":"10.3760/cma.j.issn.1007-1245.2018.12.007","title":"Correlation between OSAS and cognitive disorder and functional status in post-stroke patients","year":2018,"lang":"en","type":"article","venue":"国际医药卫生导报","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Stroke (engine); Montreal Cognitive Assessment; Cognition; Medicine; Correlation; Cognitive impairment; Physical therapy; Modified Rankin Scale; Sleep apnea; Physical medicine and rehabilitation; Internal medicine; Ischemic stroke; Psychiatry","score_opus":0.014747499208744169,"score_gpt":0.2837769256742073,"score_spread":0.26902942646546313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030962215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965506,0.000118973665,0.00055434695,0.00013071176,0.00008639573,0.00039070734,0.00013744642,0.000013476249,0.0020173227],"genre_scores_gemma":[0.99913377,0.00000814836,0.00010620966,0.00007200927,0.00012668231,0.0000110937,0.00019716629,0.000013560887,0.0003313439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908113,0.00004508989,0.0001372568,0.00023332184,0.0002701326,0.00023303628],"domain_scores_gemma":[0.9992812,0.00017406291,0.000034767672,0.00006841998,0.0003073682,0.0001341606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000094131654,0.00009244441,0.00013912134,0.00016998754,0.00006870297,0.000014922576,0.0000109170705,0.0000719419,0.0002094703],"category_scores_gemma":[0.00037372336,0.000083907325,0.00001477379,0.00011977381,0.00025964837,0.00012575726,0.00006406458,0.00017998515,0.000052978656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032391492,0.000060850212,0.91709757,0.000012759273,0.00004087339,0.000002455678,0.00031918986,5.4293448e-8,0.0002056671,0.000025578514,0.000011176127,0.08189993],"study_design_scores_gemma":[0.004252078,0.00067378953,0.9938158,0.00002405463,0.000047034817,0.000003286341,0.0003551886,0.000284577,0.00015600785,0.00007315775,0.00023741879,0.000077651996],"about_ca_topic_score_codex":0.00012455272,"about_ca_topic_score_gemma":0.00009973125,"teacher_disagreement_score":0.08182228,"about_ca_system_score_codex":0.000044240787,"about_ca_system_score_gemma":0.000027285903,"threshold_uncertainty_score":0.34216413},"labels":[],"label_agreement":null},{"id":"W3031802645","doi":"10.1093/sleep/zsaa056.597","title":"0600 Automated Oximetric Versus Standard Sleep Polygraphy Scoring","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Medicine; Apnea; Limits of agreement; Confidence interval; Mean difference; Polysomnography; Anesthesia; Bland–Altman plot; Internal medicine; Cardiology; Nuclear medicine","score_opus":0.03828890084265813,"score_gpt":0.31807884679718695,"score_spread":0.27978994595452883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031802645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734788,0.0012507199,0.00162298,0.0037483498,0.0010281258,0.00091154355,0.00005895728,0.0017260177,0.016174538],"genre_scores_gemma":[0.9966756,0.000017068363,0.0023795236,0.00034898514,0.0004259159,0.000020719865,0.000032025473,0.000069789494,0.000030337142],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99726975,0.000080140846,0.00033581647,0.00056441716,0.0010729559,0.0006768949],"domain_scores_gemma":[0.9984273,0.000115713185,0.0000813343,0.0004534444,0.00024649658,0.0006757403],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020782862,0.00026261513,0.00044714916,0.0005320168,0.00013904057,0.000057513043,0.00026537135,0.00012999588,0.00083893846],"category_scores_gemma":[0.0007887125,0.00024822267,0.00021601674,0.0026917388,0.00014692785,0.00016231666,0.00019539229,0.00051853515,0.000607072],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04016311,0.0008469935,0.27465916,0.0013057754,0.004210148,0.0026548048,0.0031044625,0.0003814127,0.13007957,0.0038736444,0.007791974,0.53092897],"study_design_scores_gemma":[0.087769635,0.020739304,0.29271337,0.00025557863,0.002043813,0.00016360387,0.0033006757,0.29045755,0.24925703,0.00028771895,0.049929757,0.003081978],"about_ca_topic_score_codex":0.00003223155,"about_ca_topic_score_gemma":0.0000033952153,"teacher_disagreement_score":0.527847,"about_ca_system_score_codex":0.00023271277,"about_ca_system_score_gemma":0.00004556735,"threshold_uncertainty_score":0.999997},"labels":[],"label_agreement":null},{"id":"W3032217143","doi":"10.1093/sleep/zsaa056.554","title":"0557 Possible Contributory and Protective Factors in Medication Associated Obstructive Sleep Apnea (OSA): Results from the US Food and Drug Administration (FDA) Adverse Events Reporting System (FAERS)","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Adverse Event Reporting System; Pharmacovigilance; Obstructive sleep apnea; Odds ratio; Adverse effect; Internal medicine; Database","score_opus":0.023990488603999705,"score_gpt":0.2768042014066857,"score_spread":0.252813712802686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032217143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99401695,0.0001561525,0.00026818583,0.0023558899,0.00019163,0.0023361016,0.00030403296,0.00010732353,0.00026375704],"genre_scores_gemma":[0.9991491,0.0000040267428,0.000115045164,0.00008389822,0.00015539036,0.00010393257,0.00034460737,0.00003433511,0.000009659995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963538,0.00050634734,0.0010981966,0.0007792176,0.00083805056,0.0004243561],"domain_scores_gemma":[0.9972399,0.0005490946,0.0012169029,0.00033349186,0.00032657039,0.00033404696],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012300377,0.00028492312,0.00054048025,0.00010657337,0.00025952188,0.00003254205,0.00014343973,0.00021626429,0.000011359722],"category_scores_gemma":[0.009598668,0.0002236892,0.00008105055,0.00046341206,0.0002087128,0.00027569162,0.00014098226,0.00072626775,0.0000064629135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028832261,0.00018972218,0.96106863,0.00019457188,0.00083043607,0.00018798777,0.01847028,0.000024435778,0.006434467,0.00016782299,0.000019840767,0.009528553],"study_design_scores_gemma":[0.006171573,0.0005083946,0.9608386,0.00018514255,0.00019075607,0.000020491561,0.014578486,0.007694319,0.0094460435,0.00011635009,0.000022662363,0.00022717772],"about_ca_topic_score_codex":0.0006705285,"about_ca_topic_score_gemma":0.00039192848,"teacher_disagreement_score":0.009301376,"about_ca_system_score_codex":0.00054480514,"about_ca_system_score_gemma":0.000108977445,"threshold_uncertainty_score":0.9987439},"labels":[],"label_agreement":null},{"id":"W3032255244","doi":"10.3760/cma.j.issn.2095-0160.2016.07.012","title":"The association between obstructive sleep apneahypopnea syndrome and glaucoma: a Meta analysis","year":2016,"lang":"en","type":"article","venue":"Zhonghua shiyan yanke zazhi","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Odds ratio; Meta-analysis; Confidence interval; Subgroup analysis; Internal medicine; Glaucoma; Hypopnea; Epworth Sleepiness Scale; Prospective cohort study; Sleep apnea; Polysomnography; Apnea; Ophthalmology","score_opus":0.0245658470489072,"score_gpt":0.28186845439974734,"score_spread":0.25730260735084015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032255244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878459,0.0013446298,0.0012926073,0.006343632,0.00017301309,0.000849781,0.00019664157,0.00015548784,0.0017983136],"genre_scores_gemma":[0.99614817,0.00007115268,0.0005787406,0.00008542942,0.00020946229,0.000107363056,0.000030430214,0.000062437844,0.0027068097],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959196,0.00042817197,0.00059161766,0.0008165679,0.0013126865,0.00093134673],"domain_scores_gemma":[0.99555683,0.0022449628,0.00035100148,0.0009461593,0.00045493097,0.0004461179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012938036,0.00041024003,0.0012594857,0.00046264584,0.000523103,0.00015458152,0.00038403296,0.00028314468,0.00034841947],"category_scores_gemma":[0.0011990926,0.00022569323,0.00085345836,0.0015025195,0.00041151012,0.00033920043,0.0003058096,0.00047108033,0.00020917166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106230174,0.00006070714,0.86223704,0.00002633331,0.110812545,0.000083421764,0.0001919305,2.7690476e-7,0.0012504434,0.0012718763,0.00007800119,0.023881212],"study_design_scores_gemma":[0.0014977271,0.00020745551,0.9342959,0.000007809477,0.058544394,0.00006275894,0.00016606806,0.00007207277,0.0010823156,0.0012137289,0.002549763,0.0003000436],"about_ca_topic_score_codex":0.00012516207,"about_ca_topic_score_gemma":0.00014337074,"teacher_disagreement_score":0.072058834,"about_ca_system_score_codex":0.0006080822,"about_ca_system_score_gemma":0.000042742133,"threshold_uncertainty_score":0.9203503},"labels":[],"label_agreement":null},{"id":"W3032500994","doi":"10.1093/sleep/zsaa056.1184","title":"1190 Engaging Patients And Family Members To Understand What Matters Most Living With Obstructive Sleep Apnea","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Medicine; Focus group; Qualitative research; Sleep medicine; Sleep apnea; Family medicine; Sleep disorder; Internal medicine; Psychiatry","score_opus":0.019153918873850328,"score_gpt":0.2538564174291558,"score_spread":0.2347024985553055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032500994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861022,0.0002319864,0.0038126432,0.0069720494,0.00022937667,0.0010237676,0.000017435388,0.00010701527,0.0015035175],"genre_scores_gemma":[0.9903015,0.000015939004,0.0020087746,0.0074085514,0.00011697425,0.000021164009,0.000017408056,0.00008556987,0.000024144369],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974474,0.00011148808,0.00027257082,0.0007280008,0.00081465684,0.0006258849],"domain_scores_gemma":[0.9983975,0.00019176882,0.00008358536,0.0002946834,0.0002449743,0.00078743196],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001601345,0.00032777817,0.00041771683,0.00019612558,0.0002200365,0.00020071707,0.00016814613,0.00008403246,0.00013233373],"category_scores_gemma":[0.00024882433,0.0002868936,0.000054585285,0.0006513204,0.00023084618,0.00061436003,0.00026857798,0.00049208873,0.000059995946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00242384,0.00043800176,0.5432813,0.0009651132,0.0016923089,0.0003935477,0.08825079,0.00060678285,0.018104173,0.00050576683,0.0011563946,0.34218195],"study_design_scores_gemma":[0.012444803,0.0041471105,0.6297999,0.0009207119,0.0007394242,0.000083772866,0.32339826,0.019595679,0.0050234753,0.00011329005,0.0018552194,0.0018783904],"about_ca_topic_score_codex":0.000054970722,"about_ca_topic_score_gemma":0.00001590722,"teacher_disagreement_score":0.34030354,"about_ca_system_score_codex":0.0002784127,"about_ca_system_score_gemma":0.000025123678,"threshold_uncertainty_score":0.99995834},"labels":[],"label_agreement":null},{"id":"W3032694420","doi":"10.3877/cma.j.issn.1674-6902.2017.06.017","title":"Effects and related mechanisms of chronic obstructive pulmonary disease combined with respiratory failure on sleep and cognitive function","year":2017,"lang":"en","type":"article","venue":"Chin J Lung Dis(Electronic Edition)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"COPD; Medicine; Cognition; Montreal Cognitive Assessment; Respiratory failure; Pittsburgh Sleep Quality Index; Internal medicine; Respiratory system; Pulmonary disease; Pulmonary function testing; Physical therapy; Recall; Disease; Cognitive impairment; Psychology; Sleep quality; Psychiatry","score_opus":0.004613986162217397,"score_gpt":0.24209378293143763,"score_spread":0.23747979676922024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032694420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936348,0.0014362321,0.0011167353,0.000601248,0.00027305746,0.0017446701,0.000052863383,0.00007823961,0.0010621416],"genre_scores_gemma":[0.999163,0.00002655053,0.000023148206,0.000065244254,0.00024336111,0.00017834433,0.00014383794,0.000058845857,0.00009771876],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979187,0.00015241669,0.00024238041,0.00064182386,0.0005241306,0.0005205226],"domain_scores_gemma":[0.99844694,0.0002764617,0.00027407956,0.0004374483,0.00023415203,0.0003309431],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023475607,0.00032294955,0.00042093394,0.00020347668,0.0005468972,0.000052418898,0.000119696866,0.0001508204,0.000111028836],"category_scores_gemma":[0.00036234377,0.00026670768,0.000073671545,0.00014507737,0.0007205136,0.00041441803,0.00010093923,0.00074617413,0.000009470105],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.09514018,0.005475212,0.14450267,0.011314935,0.010277925,0.0024635575,0.0012860964,0.00003919933,0.14804183,0.42963904,0.00041127892,0.15140808],"study_design_scores_gemma":[0.0079354895,0.0064103054,0.9497568,0.0006414196,0.0013398281,0.00006683808,0.00014343779,0.0017814123,0.011592422,0.019945478,0.000034452256,0.00035214506],"about_ca_topic_score_codex":0.000006873828,"about_ca_topic_score_gemma":0.000014706161,"teacher_disagreement_score":0.8052541,"about_ca_system_score_codex":0.00032635,"about_ca_system_score_gemma":0.00019977042,"threshold_uncertainty_score":0.9999785},"labels":[],"label_agreement":null},{"id":"W3032830768","doi":"10.1093/sleep/zsaa056.594","title":"0597 Precision of Sleep-Disordered Breathing Event Classification Using Simulated Home Sleep Apnea Testing in Patients with Spinal Cord Injury, or Disease","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Medicine; Polysomnography; Anesthesia; Obstructive sleep apnea; Sleep apnea; Apnea; Cardiology; Internal medicine","score_opus":0.05750679816301258,"score_gpt":0.33727331759482765,"score_spread":0.2797665194318151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032830768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928071,0.00008053678,0.0047411015,0.0003862675,0.000102460224,0.0016863743,0.000050618153,0.000086780696,0.000058776648],"genre_scores_gemma":[0.9963756,0.0000015024376,0.003241655,0.00008511933,0.00008722193,0.000012800416,0.00010798044,0.00008144641,0.000006657339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966162,0.00018653688,0.00077878544,0.0007217486,0.0011540747,0.0005426635],"domain_scores_gemma":[0.9978125,0.00014918503,0.00036917298,0.0005095403,0.00065542,0.0005041622],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002798641,0.00033570617,0.0005610296,0.00036447015,0.00012268456,0.000037273556,0.00025350344,0.0001250344,0.00010353981],"category_scores_gemma":[0.0016166401,0.0002710629,0.00009295902,0.0016464016,0.00015167323,0.00030912054,0.00020550672,0.00048911275,0.000017435652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.034913745,0.0008583874,0.77954787,0.0004209258,0.00010129089,0.000070579656,0.00030650516,0.0044049527,0.0049228775,0.000013159027,0.0000026465966,0.17443705],"study_design_scores_gemma":[0.004781721,0.0031973822,0.564828,0.0002773548,0.00013672333,0.0000025571628,0.00019007709,0.42592096,0.00040147844,0.000027682105,0.000009933313,0.00022612505],"about_ca_topic_score_codex":0.000089844485,"about_ca_topic_score_gemma":0.000004680489,"teacher_disagreement_score":0.42151603,"about_ca_system_score_codex":0.00033843255,"about_ca_system_score_gemma":0.00010336699,"threshold_uncertainty_score":0.99997413},"labels":[],"label_agreement":null},{"id":"W3033179101","doi":"10.1002/ppul.24899","title":"Measures of nocturnal oxyhemoglobin desaturation in children with neuromuscular disease or Prader‐Willi syndrome","year":2020,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Polysomnography; Nocturnal; Basal (medicine); Pediatrics; Cardiology; Apnea","score_opus":0.03146033123059595,"score_gpt":0.2641109142784493,"score_spread":0.23265058304785335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033179101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99434805,0.0007560589,0.00045636937,0.0034826887,0.00004407074,0.0008152081,0.00001729691,0.000043578122,0.000036671583],"genre_scores_gemma":[0.99864084,0.00016706195,0.0006520482,0.00020671525,0.00021976714,0.00003539605,0.00003430662,0.000031483727,0.000012361242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998178,0.0001667106,0.00035428393,0.00044092484,0.00047208005,0.00038801946],"domain_scores_gemma":[0.99905354,0.00006803922,0.00013320781,0.00026653995,0.00012678694,0.00035189485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000128859,0.00019189404,0.00041778156,0.0003290807,0.000034155204,0.000009896777,0.00019006035,0.000118253156,0.00010258071],"category_scores_gemma":[0.0007344328,0.00013926593,0.00007149849,0.0009580828,0.00012925564,0.0001211868,0.00007768884,0.00048752085,0.00002313656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006002777,0.00016822865,0.9952967,0.000095282616,0.00010088697,0.0003261096,0.0000866789,0.000059773054,0.00085811614,0.000030666175,0.000030198611,0.0023470423],"study_design_scores_gemma":[0.0022257674,0.0010280587,0.99489653,0.0000055457913,0.00024821973,0.00062434014,0.000025432848,0.0005549811,0.00018332533,0.000035521185,0.000037885813,0.00013437089],"about_ca_topic_score_codex":0.000040167746,"about_ca_topic_score_gemma":0.000008795947,"teacher_disagreement_score":0.0042928024,"about_ca_system_score_codex":0.00007454807,"about_ca_system_score_gemma":0.00023764752,"threshold_uncertainty_score":0.56791},"labels":[],"label_agreement":null},{"id":"W3033398434","doi":"10.1016/j.joms.2019.06.002","title":"Emergence of Central Sleep Apnea Events After Maxillomandibular Advancement Surgery for Obstructive Sleep Apnea","year":2019,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Continuous positive airway pressure; Sleep apnea; Apnea; Anesthesia; Retrospective cohort study; Positive airway pressure; Incidence (geometry); Central sleep apnea; Apnea–hypopnea index; Airway; Cohort study; Cohort; Surgery; Internal medicine","score_opus":0.019564614438908265,"score_gpt":0.2784667963412593,"score_spread":0.25890218190235104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033398434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99181587,0.0018290142,0.00244252,0.00043807644,0.0026029926,0.0007035044,0.00008468405,0.000012255511,0.00007111257],"genre_scores_gemma":[0.997864,0.00043540917,0.0012040263,0.000101942314,0.00014819198,0.000026666115,0.000021146032,0.000047866222,0.00015072987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965218,0.00007741277,0.0012675867,0.0003772147,0.0009732406,0.0007827748],"domain_scores_gemma":[0.9975668,0.00016293056,0.0007552925,0.00026609589,0.0007803324,0.00046853596],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008872599,0.0003478814,0.0013260068,0.00052721566,0.000082163606,0.000020856041,0.0001383949,0.00016865568,0.00083642796],"category_scores_gemma":[0.000413408,0.00028099545,0.00081217836,0.00037664289,0.00018232905,0.00052819174,0.00010923365,0.00032204724,0.000011478568],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005895038,0.00032768643,0.71210116,0.0005048672,0.00063382834,0.00017285337,0.00018076252,0.000018103396,0.0065896474,0.00006780502,0.00008712987,0.2734211],"study_design_scores_gemma":[0.0034700558,0.0010790402,0.92739105,0.00026055498,0.00051853864,0.0005816945,0.0009078876,0.0007301511,0.014627341,0.0008572087,0.048854236,0.0007222247],"about_ca_topic_score_codex":0.000030651023,"about_ca_topic_score_gemma":0.0000016345485,"teacher_disagreement_score":0.27269888,"about_ca_system_score_codex":0.00009529551,"about_ca_system_score_gemma":0.0001149711,"threshold_uncertainty_score":0.99996424},"labels":[],"label_agreement":null},{"id":"W3033493175","doi":"10.5664/jcsm.8612","title":"The effects of mandibular advancement appliance therapy on jaw-closing muscle activity during sleep in patients with obstructive sleep apnea: a 3–6 months follow-up","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Obstructive sleep apnea; Oral appliance; Sleep apnea; Dentistry; Anesthesia","score_opus":0.026271203896226423,"score_gpt":0.3381871943704692,"score_spread":0.31191599047424273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033493175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907284,0.00096949626,0.00097562326,0.0045709717,0.0009858807,0.0016029929,0.0000037933557,0.000016008677,0.00014687322],"genre_scores_gemma":[0.99773943,0.0004636265,0.0004053668,0.0004679084,0.00081994117,0.000026620495,0.0000026862485,0.00006113898,0.000013263484],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99418086,0.0005278639,0.0018855908,0.0005367889,0.0022476658,0.0006212622],"domain_scores_gemma":[0.9936763,0.0027525648,0.001606567,0.00053168443,0.00077199267,0.0006609043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015441696,0.00041481268,0.0017630645,0.00019833798,0.00016024514,0.000016100832,0.00046531658,0.00019335902,0.000044837652],"category_scores_gemma":[0.005206021,0.00023168244,0.00034187417,0.00072148297,0.00068692514,0.00025307134,0.00011670625,0.001859782,0.0000053368194],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.056925245,0.0015768941,0.45103654,0.00043817225,0.0011753046,0.00038723572,0.0009965542,0.00016375507,0.0065734093,0.00003975575,0.000027159083,0.48066],"study_design_scores_gemma":[0.051805556,0.016723065,0.9213365,0.00085883663,0.00023538261,0.000008730298,0.00024422424,0.00083843275,0.007201017,0.00006151999,0.00047942312,0.0002073362],"about_ca_topic_score_codex":0.000019517436,"about_ca_topic_score_gemma":0.000008824121,"teacher_disagreement_score":0.48045266,"about_ca_system_score_codex":0.00025013468,"about_ca_system_score_gemma":0.00006281505,"threshold_uncertainty_score":0.94477355},"labels":[],"label_agreement":null},{"id":"W3033542870","doi":"10.5664/jcsm.8616","title":"Predicting CPAP failure in patients with suspected sleep hypoventilation identified on ambulatory testing","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Sleep medicine; Foothills; Family medicine; Gerontology; Library science; Sleep disorder; Psychiatry; Geography; Cartography; Insomnia","score_opus":0.06796552001053627,"score_gpt":0.3611830961115956,"score_spread":0.29321757610105936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033542870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922344,0.00006427043,0.00031434404,0.0053922934,0.0005088126,0.0005929806,0.0000028255076,0.00003852013,0.0008515738],"genre_scores_gemma":[0.99513656,0.0000047472918,0.0013939296,0.0010487534,0.0023354054,0.0000027435358,0.000013886253,0.00005080656,0.000013195753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99410594,0.00033500046,0.002559267,0.00043215524,0.0021422736,0.00042538572],"domain_scores_gemma":[0.9942023,0.0018190626,0.0014282118,0.00029001595,0.0014435834,0.0008168192],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0023265304,0.00027211892,0.0012571026,0.0003723759,0.000071155635,0.000020024985,0.0002633856,0.00021785226,0.00026465504],"category_scores_gemma":[0.024190009,0.00018085635,0.0001804016,0.0010931529,0.00029016242,0.00026604955,0.000074460775,0.0021976342,0.000021908103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057775737,0.0005612176,0.96600133,0.00009336353,0.0002503136,0.00033297902,0.00025574266,0.00018164322,0.0005241653,0.000015243523,0.00020483183,0.025801582],"study_design_scores_gemma":[0.021805456,0.009845207,0.9612427,0.0008455905,0.00027889936,0.000025034202,0.0003113649,0.0052011767,0.00012315084,0.00004255052,0.00013698052,0.00014189494],"about_ca_topic_score_codex":0.000011446676,"about_ca_topic_score_gemma":0.000012092475,"teacher_disagreement_score":0.025659688,"about_ca_system_score_codex":0.00016824833,"about_ca_system_score_gemma":0.0001005332,"threshold_uncertainty_score":0.98402965},"labels":[],"label_agreement":null},{"id":"W3034058541","doi":"10.3390/antiox9060476","title":"Obstructive Sleep Apnea and Circulating Biomarkers of Oxidative Stress: A Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"Antioxidants","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; University of British Columbia Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; British Columbia Lung Association","keywords":"Oxidative stress; Obstructive sleep apnea; Medicine; Cross-sectional study; Sleep apnea; Internal medicine; Sleep (system call); Reactive oxygen species; Cardiology; Bioinformatics; Pathology; Biology; Biochemistry; Computer science","score_opus":0.03990249085218497,"score_gpt":0.3337312539126729,"score_spread":0.29382876306048794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034058541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99742496,0.00010726643,0.00045346448,0.000089518915,0.00008684437,0.000844997,0.00008557311,0.00004822028,0.00085912895],"genre_scores_gemma":[0.9987243,0.0000036366494,0.001047079,0.00004508232,0.00010715269,0.00001668809,0.000015217023,0.000030530107,0.000010351624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789494,0.000120773824,0.0004552087,0.0005542222,0.00066805474,0.00030680172],"domain_scores_gemma":[0.9988402,0.00016377305,0.00018716465,0.00021888153,0.0003465313,0.00024343327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023322622,0.00019863686,0.00039168244,0.00015734718,0.00013139055,0.000040735253,0.0001220847,0.000088249886,0.00013762701],"category_scores_gemma":[0.00059490907,0.00018671725,0.00009185486,0.00045567035,0.000389413,0.00022718214,0.00018140498,0.00027322784,0.000016802436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043988717,0.0002494447,0.8689329,0.00011069882,0.0006984643,0.00007023865,0.0016670047,0.000008436012,0.12326739,0.00005226818,0.0000020591526,0.0045011966],"study_design_scores_gemma":[0.0028508266,0.0006680423,0.96218127,0.000023478622,0.00005340836,0.00004212054,0.0049458332,0.0020404225,0.026993128,0.000054754364,0.0000026645146,0.00014403221],"about_ca_topic_score_codex":0.000097124095,"about_ca_topic_score_gemma":0.000005842232,"teacher_disagreement_score":0.096274264,"about_ca_system_score_codex":0.00005291132,"about_ca_system_score_gemma":0.000034945417,"threshold_uncertainty_score":0.76141083},"labels":[],"label_agreement":null},{"id":"W3034190210","doi":"10.1016/j.chest.2020.05.596","title":"Air Pollution and Systemic Inflammation in Patients With Suspected OSA Living in an Urban Residential Area","year":2020,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of Ottawa; University of Alberta; Ottawa Hospital; Canadian Sleep & Circadian Network; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Quartile; Systemic inflammation; Aerodynamic diameter; Body mass index; Internal medicine; Nitrogen dioxide; Morning; Air pollution; Inflammation; Confidence interval","score_opus":0.014748715519825822,"score_gpt":0.2483905530615137,"score_spread":0.23364183754168788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034190210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987074,0.00005173936,0.00015967918,0.000699769,0.000038179784,0.00028234976,0.0000012906263,0.000014649183,0.00004495312],"genre_scores_gemma":[0.9995123,0.0000055210603,0.00017056314,0.00002925961,0.00025272238,0.0000031077006,0.0000075775697,0.0000149820125,0.0000039326187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882966,0.00013807009,0.00027923443,0.00016348858,0.00038138626,0.0002081472],"domain_scores_gemma":[0.999412,0.000027279775,0.00010729339,0.00008012584,0.00016068798,0.00021262057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025855386,0.00009353809,0.00017996007,0.0002625865,0.00005316249,0.000047416204,0.0000582384,0.000060946226,0.000030723506],"category_scores_gemma":[0.00036877717,0.0000783036,0.000015536487,0.00033460287,0.000044977885,0.0003831235,0.0000318661,0.00047898229,0.000003202305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052831223,0.000049441474,0.9868148,0.00010509941,0.000014477247,0.000097292526,0.0023212126,0.000041579166,0.008897562,0.00000843836,0.000008726232,0.0011130472],"study_design_scores_gemma":[0.0029802152,0.00045957603,0.99325323,0.00040815113,0.00001556807,0.00008543301,0.0008048903,0.001119331,0.00078686,0.000008117758,0.0000037854556,0.0000748121],"about_ca_topic_score_codex":0.000017818662,"about_ca_topic_score_gemma":0.00008463492,"teacher_disagreement_score":0.008110701,"about_ca_system_score_codex":0.00030680426,"about_ca_system_score_gemma":0.00006713225,"threshold_uncertainty_score":0.31931284},"labels":[],"label_agreement":null},{"id":"W3034407017","doi":"10.1016/j.sleep.2020.06.008","title":"Waking EEG functional connectivity in middle-aged and older adults with obstructive sleep apnea","year":2020,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Cégep Marie-Victorin; Canadian Sleep & Circadian Network; École de Technologie Supérieure; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research; Fonds De La Recherche Scientifique - FNRS","keywords":"Electroencephalography; Polysomnography; Obstructive sleep apnea; Neuropsychology; Audiology; Psychology; Quantitative electroencephalography; Slow-wave sleep; Sleep Stages; Medicine; Cardiology; Cognition; Neuroscience","score_opus":0.02645619557076327,"score_gpt":0.2602269048556649,"score_spread":0.23377070928490165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034407017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98523784,0.0007970489,0.0028615938,0.007281716,0.00026530246,0.0012642618,0.000012038117,0.000113074755,0.0021671148],"genre_scores_gemma":[0.9972453,0.000013546298,0.000598539,0.0012663346,0.0006347953,0.0000791078,0.000060779726,0.00006398801,0.00003759504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968074,0.0001653425,0.00044855181,0.0009200525,0.0010378294,0.0006208474],"domain_scores_gemma":[0.99820256,0.00042085876,0.00014457556,0.0003394954,0.00027278883,0.0006197312],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040403378,0.00039016982,0.0008024036,0.00032033894,0.00013338278,0.000016017806,0.00013095142,0.00016021995,0.00078642915],"category_scores_gemma":[0.0009718429,0.00029075862,0.000058479836,0.00093958055,0.0007202263,0.00022985213,0.0001341352,0.0009825778,0.000025362857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0118807275,0.00042505498,0.83905345,0.0011432046,0.00065098517,0.0013427834,0.01774205,0.000054301356,0.01313174,0.0007431581,0.00019287938,0.113639645],"study_design_scores_gemma":[0.02046871,0.0015783679,0.95851123,0.00054423057,0.0001809043,0.00026452134,0.008896782,0.007909322,0.0011048515,0.00008227318,0.0001349475,0.00032385543],"about_ca_topic_score_codex":0.0001615206,"about_ca_topic_score_gemma":0.000116106814,"teacher_disagreement_score":0.11945777,"about_ca_system_score_codex":0.00019428237,"about_ca_system_score_gemma":0.00004345034,"threshold_uncertainty_score":0.99995446},"labels":[],"label_agreement":null},{"id":"W3034658798","doi":"10.1002/lary.28779","title":"Transoral Versus Endoscopic Examination in Predicting Outcomes of Hypoglossal Nerve Stimulation for Obstructive Sleep Apnea","year":2020,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Tongue; Hypoglossal nerve; Otorhinolaryngology; Genioglossus; Obstructive sleep apnea; Retrospective cohort study; Cohort; Endoscopy; Surgery; Anesthesia; Internal medicine","score_opus":0.051457108927100315,"score_gpt":0.323275554543281,"score_spread":0.2718184456161807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034658798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99255383,0.00010829261,0.0030657437,0.0017157331,0.00020614438,0.0016145612,0.000047070516,0.000047315276,0.0006413342],"genre_scores_gemma":[0.99779373,0.000002418529,0.001798303,0.00007024196,0.00014400597,0.00008601002,0.000052722768,0.000033110267,0.000019483112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840903,0.00016618261,0.0003914367,0.0002935649,0.00043126213,0.00030854982],"domain_scores_gemma":[0.9986763,0.0007224767,0.00012395912,0.00020762914,0.00017237144,0.00009723647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037587984,0.00016805023,0.00041744622,0.00011306845,0.00007228277,0.000014322149,0.00017915614,0.000091280985,0.00005304858],"category_scores_gemma":[0.0008908673,0.00012740656,0.0001083791,0.00043004152,0.00014073167,0.00019290551,0.000052470157,0.00027837194,0.000007215123],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005375153,0.00026140013,0.8717615,0.0005777494,0.00048981776,0.00002149137,0.008235962,0.00095843925,0.047381442,0.0013119843,0.000012713552,0.06361236],"study_design_scores_gemma":[0.010366352,0.0011735038,0.90316063,0.000029147011,0.00015851377,0.0000016732862,0.0010850002,0.06288004,0.020910429,0.00010519715,0.000024072373,0.000105456005],"about_ca_topic_score_codex":0.000068898175,"about_ca_topic_score_gemma":0.000021192198,"teacher_disagreement_score":0.0635069,"about_ca_system_score_codex":0.00010629088,"about_ca_system_score_gemma":0.000033765366,"threshold_uncertainty_score":0.5195489},"labels":[],"label_agreement":null},{"id":"W3035204290","doi":"10.1113/jp280214","title":"Mechanisms of opioid‐induced respiratory depression in sleep apnoea: new insights for anaesthesiology","year":2020,"lang":"en","type":"letter","venue":"The Journal of Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Western University; University of Toronto","funders":"","keywords":"Medicine; Opioid; Anesthesia; Depression (economics); Hypoxia (environmental); Respiratory system; Internal medicine","score_opus":0.046641150378465245,"score_gpt":0.3119194244855719,"score_spread":0.2652782741071067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035204290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77967143,0.0021198548,0.0017797472,0.21307993,0.001335214,0.0018703915,0.000018482284,0.000019391133,0.00010555398],"genre_scores_gemma":[0.7757441,0.00015888899,0.0012741147,0.21761252,0.0049792468,0.000020979296,0.000033224263,0.00012680466,0.00005017066],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9967901,0.00095473183,0.0010215635,0.0003113702,0.00045827098,0.0004639563],"domain_scores_gemma":[0.9967518,0.001005936,0.0011614603,0.00051594025,0.0004218251,0.0001430794],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00046946702,0.00033040982,0.0015167379,0.0005519385,0.000055306795,0.000003606716,0.00075193035,0.0008043196,0.000078285804],"category_scores_gemma":[0.0005940273,0.00019862823,0.00035363896,0.00028839996,0.00022249109,0.00006549951,0.00018753017,0.003067492,0.000010437969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028999692,0.00006380059,0.00004414385,0.0003455666,0.0003086724,0.000219902,0.0003840255,0.000014527022,0.93713576,0.000073305506,0.05437614,0.0041341633],"study_design_scores_gemma":[0.020001484,0.038782496,0.038317773,0.0012842547,0.001740159,0.0006222128,0.0006539808,0.00057591626,0.64016646,0.13878688,0.118005775,0.0010625869],"about_ca_topic_score_codex":0.000034604844,"about_ca_topic_score_gemma":0.0000059672793,"teacher_disagreement_score":0.2969693,"about_ca_system_score_codex":0.00014770821,"about_ca_system_score_gemma":0.00040494234,"threshold_uncertainty_score":0.9992325},"labels":[],"label_agreement":null},{"id":"W3035399115","doi":"10.1007/978-3-030-63591-6_48","title":"Automate Obstructive Sleep Apnea Diagnosis Using Convolutional Neural Networks","year":2021,"lang":"en","type":"book-chapter","venue":"Springer proceedings in mathematics & statistics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Convolutional neural network; Polysomnography; Pattern recognition (psychology); Feature extraction; Feature (linguistics); Pooling","score_opus":0.03369327647010446,"score_gpt":0.2976965766269677,"score_spread":0.26400330015686324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035399115","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09591228,0.010340726,0.41194364,0.00081244676,0.006937636,0.015973357,0.0043551847,0.0017836441,0.45194107],"genre_scores_gemma":[0.08444619,0.0006593757,0.87581027,0.00021632096,0.0019627467,0.0003602404,0.00048785645,0.0011725691,0.03488441],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99509966,0.00001503209,0.0013667797,0.0010268522,0.0015069394,0.0009847168],"domain_scores_gemma":[0.9962748,0.00053316524,0.00079830684,0.00042647877,0.0015901648,0.0003770488],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004951314,0.00090560276,0.00154611,0.00062657095,0.00019072805,0.00019879501,0.0003768446,0.0007154973,0.0008811599],"category_scores_gemma":[0.00093755696,0.0009720678,0.00025200128,0.00021756903,0.0006217644,0.00017883844,0.0005978867,0.0020123664,0.00004493298],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013532337,0.0004586905,0.008155926,0.006074788,0.0013217158,0.0016451391,0.0013967308,0.0005801456,0.00028878692,0.9648617,0.00033901306,0.01474205],"study_design_scores_gemma":[0.0017282314,0.00019971993,0.002540836,0.0018646664,0.0010881027,0.00062701304,0.00048057924,0.89926046,0.00020319008,0.089262865,0.0013661246,0.0013782249],"about_ca_topic_score_codex":0.000014173807,"about_ca_topic_score_gemma":0.000008500377,"teacher_disagreement_score":0.8986803,"about_ca_system_score_codex":0.0011985016,"about_ca_system_score_gemma":0.000157046,"threshold_uncertainty_score":0.999273},"labels":[],"label_agreement":null},{"id":"W3036196901","doi":"10.1183/13993003.00523-2020","title":"Obstructive sleep apnoea and cognitive decline in mild-to-moderate Alzheimer's disease","year":2020,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Sociedad Española de Neumología y Cirugía Torácica; Generalitat de Catalunya","keywords":"Medicine; Polysomnography; Cognition; Cognitive decline; Montreal Cognitive Assessment; Internal medicine; Alzheimer's disease; Disease; Effects of sleep deprivation on cognitive performance; Audiology; Cognitive impairment; Dementia; Psychiatry; Apnea","score_opus":0.05954347658319587,"score_gpt":0.32235643945950826,"score_spread":0.2628129628763124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036196901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888814,0.0030083645,0.00082793174,0.003556999,0.00013022833,0.00059413014,0.000036434023,0.00004543098,0.002919083],"genre_scores_gemma":[0.9873567,0.000021980319,0.00058162655,0.011039554,0.00088257407,0.000006493864,0.00000459632,0.00009407519,0.000012362987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99681014,0.00088020536,0.00056396105,0.0005636881,0.0006563538,0.00052563875],"domain_scores_gemma":[0.99703,0.00013455367,0.00014682398,0.000195853,0.00039717468,0.00209559],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000810425,0.00029389805,0.00040839697,0.00033992517,0.00020143187,0.00013905877,0.00021443899,0.00004157464,0.00020790038],"category_scores_gemma":[0.0013389784,0.00026420716,0.000111248635,0.00050019444,0.00021796081,0.00023971878,0.0003570858,0.0011272883,0.0003187184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016097993,0.0003814133,0.72367525,0.00010019397,0.000882999,0.024221936,0.003826712,0.00016367657,0.010581572,0.00013261988,0.0005029427,0.21943268],"study_design_scores_gemma":[0.0059631625,0.00081699516,0.9849007,0.00015643347,0.000240741,0.00016022887,0.0005998623,0.00074538373,0.0013886893,0.00006221167,0.004645838,0.00031976806],"about_ca_topic_score_codex":0.000001881592,"about_ca_topic_score_gemma":0.000002770057,"teacher_disagreement_score":0.26122543,"about_ca_system_score_codex":0.00007074865,"about_ca_system_score_gemma":0.00011229552,"threshold_uncertainty_score":0.999981},"labels":[],"label_agreement":null},{"id":"W3036205451","doi":"10.1038/s41597-020-0533-4","title":"Massive online data annotation, crowdsourcing to generate high quality sleep spindle annotations from EEG data","year":2020,"lang":"en","type":"article","venue":"Scientific Data","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Canadian Sleep & Circadian Network","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Crowdsourcing; Annotation; Computer science; Electroencephalography; Data quality; Quality (philosophy); Metadata; Information retrieval; Data science; World Wide Web; Artificial intelligence; Biology; Neuroscience","score_opus":0.2777290831394593,"score_gpt":0.4268230892464325,"score_spread":0.14909400610697315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036205451","genre_codex":"empirical","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50070006,0.00021928076,0.038955078,0.033231743,0.0015463195,0.0011148959,0.42394227,0.00017311046,0.00011724675],"genre_scores_gemma":[0.39243457,0.000004225814,0.06902944,0.001274928,0.00079354644,0.0000082680335,0.5360643,0.000049080223,0.00034161733],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99342304,0.0002902735,0.0007720943,0.0033321758,0.0015586427,0.00062379637],"domain_scores_gemma":[0.9842131,0.0002541081,0.00023193863,0.013748973,0.00072281563,0.0008290737],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.002054015,0.00028063878,0.00046439242,0.00024406638,0.0005636942,0.00071568356,0.006731638,0.00009018746,0.0009845587],"category_scores_gemma":[0.007791804,0.0002696115,0.000030297668,0.0020942283,0.00041009442,0.0019703654,0.012014014,0.00046813916,0.0011207846],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048210047,0.0009458443,0.011491579,0.00022983867,0.0006950647,0.00021732056,0.0025106224,0.00059269695,0.26300737,0.00038451247,0.6289321,0.090510905],"study_design_scores_gemma":[0.00405739,0.00020084245,0.21199605,0.00013176513,0.00055694464,0.000009587124,0.0042022867,0.53731954,0.0068653068,0.00032720316,0.23333214,0.0010009347],"about_ca_topic_score_codex":0.001115075,"about_ca_topic_score_gemma":0.0008414265,"teacher_disagreement_score":0.5367269,"about_ca_system_score_codex":0.00009124074,"about_ca_system_score_gemma":0.00035640204,"threshold_uncertainty_score":0.9999756},"labels":[],"label_agreement":null},{"id":"W3037525567","doi":"10.1097/aln.0000000000003429","title":"Cost-effectiveness Analysis of Preoperative Screening Strategies for Obstructive Sleep Apnea among Patients Undergoing Elective Inpatient Surgery","year":2020,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Sleep Institute; Toronto Western Hospital; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Polysomnography; Perioperative; Obstructive sleep apnea; Quality of life (healthcare); Cost effectiveness; Quality-adjusted life year; Sleep apnea; Apnea; Emergency medicine; Intensive care medicine; Anesthesia","score_opus":0.05606099359276714,"score_gpt":0.3196947784208964,"score_spread":0.26363378482812927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037525567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97702646,0.00006738224,0.020167604,0.000058577793,0.000059197286,0.002401934,0.000055716526,0.00005367153,0.00010948183],"genre_scores_gemma":[0.99786776,0.0000060841844,0.0010592395,0.00017607154,0.000056556404,0.0004504915,0.00033459015,0.00004667289,0.0000025423044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997076,0.00067966204,0.0005771907,0.0007464218,0.0003607116,0.0005600511],"domain_scores_gemma":[0.9941248,0.0038749734,0.00035355813,0.0002794253,0.0011319522,0.00023527464],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037455698,0.0003294923,0.0013690573,0.00059748394,0.00015419618,0.00002240027,0.00016126587,0.00022590524,0.000049318623],"category_scores_gemma":[0.0015952555,0.00029232862,0.0004662517,0.0015470522,0.00048410217,0.00029595828,0.00009100182,0.0003056383,0.0000035340684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030182572,0.00019600129,0.9772429,0.00022635568,0.0034613449,0.00002000232,0.0030298792,0.002576402,0.00094308704,0.00042645857,0.000007767074,0.008851571],"study_design_scores_gemma":[0.0016888134,0.0023701598,0.9700401,0.000039063914,0.0011978731,0.0000028473705,0.0040576705,0.012499082,0.00767114,0.00017684142,0.000012122992,0.00024431557],"about_ca_topic_score_codex":0.00012083524,"about_ca_topic_score_gemma":0.000049056132,"teacher_disagreement_score":0.020841315,"about_ca_system_score_codex":0.00016207997,"about_ca_system_score_gemma":0.0001691242,"threshold_uncertainty_score":0.9999529},"labels":[],"label_agreement":null},{"id":"W3038503102","doi":"10.5664/jcsm.8666","title":"Tridimensional upper airway assessment in male patients with OSA using oral advancement devices modifying their vertical dimension","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"Universidad de Oviedo","keywords":"Medicine; Airway; Position (finance); Volume (thermodynamics); Pharynx; Orthodontics; Dentistry; Anesthesia; Surgery","score_opus":0.10148325466991581,"score_gpt":0.4250257528508767,"score_spread":0.32354249818096087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038503102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98313075,0.000342194,0.003354698,0.0120079005,0.00046951068,0.0005089396,0.0000032396338,0.000010086112,0.00017267671],"genre_scores_gemma":[0.9840969,0.00006290667,0.012313517,0.0026689176,0.00080109073,0.0000027668857,0.000011956099,0.000036220714,0.000005718858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99445844,0.0004239645,0.002201803,0.00041498695,0.00201913,0.0004816502],"domain_scores_gemma":[0.99643576,0.0009816154,0.00052606384,0.00023254122,0.0008787552,0.0009452504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021071562,0.00029238415,0.0014668587,0.00022709061,0.000072814,0.000011625927,0.00020360679,0.00015685696,0.00057147874],"category_scores_gemma":[0.0019217717,0.00016392047,0.0002193871,0.0004889709,0.00035575384,0.00028629013,0.0001498781,0.0016173326,0.000008205572],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0077810935,0.001313369,0.9489075,0.000107502645,0.00033058686,0.00047714598,0.00018729037,0.00034664062,0.0030212887,0.000047872225,0.00011106393,0.037368655],"study_design_scores_gemma":[0.036759593,0.012320877,0.91658175,0.0011727589,0.00045420066,0.00014222591,0.0006512149,0.029573588,0.000571209,0.000032439337,0.0014865368,0.0002536309],"about_ca_topic_score_codex":0.000012527098,"about_ca_topic_score_gemma":0.0000041186104,"teacher_disagreement_score":0.037115023,"about_ca_system_score_codex":0.00026638148,"about_ca_system_score_gemma":0.00025196504,"threshold_uncertainty_score":0.7026595},"labels":[],"label_agreement":null},{"id":"W3039259276","doi":"10.1002/ehf2.12808","title":"Inverse Relationship of Subjective Daytime Sleepiness to Mortality in Heart Failure Patients with Sleep Apnoea","year":2020,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Canadian Sleep & Circadian Network; Toronto Sleep Institute; Toronto Rehabilitation Institute; Toronto General Hospital; University Health Network; University of Toronto","funders":"National Center for Advancing Translational Sciences; Heart and Stroke Foundation of Canada","keywords":"Medicine; Epworth Sleepiness Scale; Hazard ratio; Polysomnography; Excessive daytime sleepiness; Heart failure; Internal medicine; Confounding; Confidence interval; Cardiology; Cohort; Apnea; Sleep disorder; Insomnia; Psychiatry","score_opus":0.02391115803211564,"score_gpt":0.28547747540286317,"score_spread":0.26156631737074754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039259276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97199667,0.000011616499,0.00021766331,0.025505457,0.000054788576,0.0018492914,0.000081103404,0.00007454457,0.00020886422],"genre_scores_gemma":[0.98886794,1.5275178e-7,0.009875466,0.000870837,0.00011994125,0.00007450892,0.00010338939,0.00006016759,0.000027625392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99693716,0.00027406507,0.00051529263,0.0006970074,0.001018545,0.0005579139],"domain_scores_gemma":[0.9979001,0.00018371291,0.000094273935,0.00058683427,0.00059618533,0.00063885417],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000300662,0.00031076613,0.00070939085,0.00032996095,0.00008824673,0.000022893846,0.0001817082,0.00021263181,0.00040260208],"category_scores_gemma":[0.0011609044,0.00027693404,0.00012530413,0.0019328478,0.00019484293,0.00030793232,0.00015856404,0.00082970463,0.00030857287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005745599,0.00026895167,0.99273974,0.00017942938,0.000095939045,0.000022619804,0.0012579374,0.00014375983,0.0020662213,0.00011186401,0.0024405578,0.000098428376],"study_design_scores_gemma":[0.0035245835,0.0008290734,0.9866976,0.00011366581,0.0000608361,0.000007685831,0.00070248195,0.00039334592,0.0033200188,0.00003142363,0.0040548127,0.00026448438],"about_ca_topic_score_codex":0.00028490557,"about_ca_topic_score_gemma":0.00067411514,"teacher_disagreement_score":0.02463462,"about_ca_system_score_codex":0.00021688326,"about_ca_system_score_gemma":0.00014342477,"threshold_uncertainty_score":0.9999683},"labels":[],"label_agreement":null},{"id":"W3039575775","doi":"10.1016/j.sleep.2020.06.031","title":"Association between sleep disordered breathing and symptoms of attention deficits in adults: a systematic review","year":2020,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Institutes of Health; Ministério da Educação; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Checklist; Scopus; Meta-analysis; MEDLINE; Association (psychology); Medicine; Systematic review; Grading (engineering); Critical appraisal; Psychology; Clinical psychology; Alternative medicine; Internal medicine; Pathology","score_opus":0.02388864446706384,"score_gpt":0.32905334327294494,"score_spread":0.3051646988058811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039575775","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001800227,0.9905698,0.000079928126,0.00091861194,0.00014600332,0.007704746,0.00006948385,0.000056871082,0.00027457945],"genre_scores_gemma":[0.001064175,0.9972652,0.00006848057,0.00009398702,0.0002984908,0.00039693856,0.00064089475,0.000104605264,0.00006720854],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9933976,0.00094605883,0.002762923,0.00079540093,0.0015719066,0.0005261101],"domain_scores_gemma":[0.99563026,0.0011636027,0.0018690344,0.0006269537,0.0003885517,0.00032161488],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022271855,0.0006492177,0.007830818,0.0007181496,0.000049517468,0.000011167361,0.00029881456,0.0004841051,0.00007247417],"category_scores_gemma":[0.007118903,0.0004642862,0.00043748185,0.0016377376,0.0001396408,0.00011596157,0.0001819665,0.0011398981,0.00004176672],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012501434,0.000041863335,0.0019395965,0.6901087,0.0009869409,0.000044186163,0.00014233825,1.1197446e-8,6.3059144e-7,0.00001884504,0.000017084623,0.30668727],"study_design_scores_gemma":[0.0024161995,0.00076704414,0.00079919683,0.97232395,0.019234693,0.00009283211,0.00014734159,0.0000697264,2.0483056e-7,0.000015793312,0.003818113,0.00031489017],"about_ca_topic_score_codex":0.00009205093,"about_ca_topic_score_gemma":0.000012867995,"teacher_disagreement_score":0.30637237,"about_ca_system_score_codex":0.0009142436,"about_ca_system_score_gemma":0.000079254394,"threshold_uncertainty_score":0.9997809},"labels":[],"label_agreement":null},{"id":"W3039750585","doi":"10.2147/eb.s247121","title":"&lt;p&gt;Neuro-Ophthalmological Manifestations of Obstructive Sleep Apnea: Current Perspectives&lt;/p&gt;","year":2020,"lang":"en","type":"review","venue":"Eye and Brain","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kensington Health; University of Toronto","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Pediatrics; Ophthalmology; Audiology; Anesthesia; Computer science","score_opus":0.05021385307693849,"score_gpt":0.36724942603320904,"score_spread":0.31703557295627055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039750585","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016777908,0.9906861,0.00015494437,0.00085835543,0.00030980198,0.0018684755,0.00036389453,0.00007256574,0.004008041],"genre_scores_gemma":[0.006710835,0.9907632,0.00079341454,0.000049488503,0.0007341575,0.00020336777,0.00027429333,0.00012635406,0.00034489273],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960768,0.00058545114,0.0008332577,0.001154872,0.00078121084,0.00056839216],"domain_scores_gemma":[0.9970963,0.0011253993,0.000422951,0.00054458104,0.00034444,0.00046632095],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003277243,0.000668131,0.0023003698,0.00043131041,0.00014842484,0.000041393043,0.00033772437,0.0003636978,0.00044592307],"category_scores_gemma":[0.0019534933,0.00052050967,0.00067007367,0.0008267126,0.0006957552,0.00011077888,0.0003902571,0.0012559314,0.00012325363],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086618515,0.0003805981,0.00014185008,0.009419604,0.00068557746,0.0016641087,0.00084730686,1.7752212e-7,0.00019401383,0.0060332636,0.00049620663,0.9800507],"study_design_scores_gemma":[0.0012897329,0.0011107308,0.0042713117,0.0020906108,0.0014318457,0.0021868758,0.00046831582,0.00009377261,0.0000122320325,0.0005050936,0.985866,0.00067346805],"about_ca_topic_score_codex":0.0000027474985,"about_ca_topic_score_gemma":0.0000011929602,"teacher_disagreement_score":0.9853698,"about_ca_system_score_codex":0.00024474037,"about_ca_system_score_gemma":0.00020682739,"threshold_uncertainty_score":0.9997246},"labels":[],"label_agreement":null},{"id":"W3039898308","doi":"10.1136/bmjqs-2019-010730","title":"Variation in tonsillectomy cost and revisit rates: analysis of administrative and billing data from US children’s hospitals","year":2020,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Tonsillectomy; Intraclass correlation; Emergency medicine; Pediatrics; Surgery","score_opus":0.1592856917882184,"score_gpt":0.45095436201052935,"score_spread":0.29166867022231097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039898308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905762,0.00050293654,0.002171045,0.0039630425,0.000012541541,0.0010941308,0.0015376358,0.000015206691,0.00012728073],"genre_scores_gemma":[0.99686015,0.0002142556,0.0014109655,0.0001991788,0.00006422775,0.000010543314,0.0012270648,0.000010491622,0.000003141631],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975186,0.00045239346,0.00086229516,0.0006029781,0.00038385144,0.00017987237],"domain_scores_gemma":[0.99808997,0.00081880187,0.00023462751,0.0005199888,0.00014831824,0.00018831411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001466373,0.00014586901,0.00072874135,0.00014908452,0.000053690277,0.000027495435,0.0001415255,0.000086182496,0.00016437478],"category_scores_gemma":[0.0029354414,0.00012927924,0.00005448798,0.00097406656,0.00015236206,0.00019003436,0.00023582079,0.00022415724,0.0000029558794],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080533547,0.00007370324,0.9890126,0.00008829285,0.0012520042,0.000010120292,0.0022920344,0.000013088822,0.0028818913,0.00018102031,0.000015097875,0.0033747903],"study_design_scores_gemma":[0.0017100382,0.00012750935,0.98691404,0.00005400959,0.00061183126,0.0000012854639,0.00087463745,0.00906399,0.00044527958,0.000039962895,0.00002830531,0.0001291355],"about_ca_topic_score_codex":0.0019935868,"about_ca_topic_score_gemma":0.00035552375,"teacher_disagreement_score":0.009050901,"about_ca_system_score_codex":0.000065450986,"about_ca_system_score_gemma":0.00011166653,"threshold_uncertainty_score":0.52718544},"labels":[],"label_agreement":null},{"id":"W3040950157","doi":"10.1097/eja.0000000000001267","title":"Risk of major cardiovascular and cerebrovascular complications after elective surgery in patients with sleep-disordered breathing","year":2020,"lang":"en","type":"article","venue":"European Journal of Anaesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Atrial fibrillation; Odds ratio; Myocardial infarction; Retrospective cohort study; Internal medicine; Cardiology; Cohort; Heart failure; Vascular surgery; Cardiac surgery; Surgery","score_opus":0.010643256368124234,"score_gpt":0.20849967642844297,"score_spread":0.19785642006031873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040950157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976758,0.0006016622,0.0009954165,0.00037362656,0.000015312165,0.00021507018,0.000005712082,0.000005590532,0.00011185886],"genre_scores_gemma":[0.9981262,0.00016562286,0.0015099243,0.000118627766,0.000041032938,0.0000016308824,0.0000037556815,0.000032633154,5.758933e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764895,0.0011633601,0.00047404354,0.00021732216,0.00029469063,0.00020163856],"domain_scores_gemma":[0.998772,0.00013696979,0.00027465262,0.00022707498,0.0004157457,0.00017351224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008567385,0.00013259907,0.000635125,0.00025751456,0.00003468705,0.000006267303,0.00010941456,0.000030967854,0.0000150610595],"category_scores_gemma":[0.0004836279,0.00009843929,0.00023923283,0.0002919974,0.00019819791,0.000080936734,0.000052849875,0.00042283355,0.0000050516755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097626843,0.00011530073,0.96068436,0.00004589045,0.0008789278,0.00019765379,0.0005207612,0.00006864501,0.00006176362,0.000005429316,0.0000083041205,0.036436684],"study_design_scores_gemma":[0.0029143982,0.0037467545,0.992485,0.00006391353,0.00025661063,0.00007167077,0.00013138457,0.000048275066,0.00008003716,0.000011473566,0.00010552529,0.00008499488],"about_ca_topic_score_codex":0.000018561976,"about_ca_topic_score_gemma":0.0000020024565,"teacher_disagreement_score":0.03635169,"about_ca_system_score_codex":0.00003522604,"about_ca_system_score_gemma":0.000038395494,"threshold_uncertainty_score":0.40142378},"labels":[],"label_agreement":null},{"id":"W3041255443","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a2704","title":"Sleep Propensity and Sleep Apnea-Specific Hypoxia Are Associated with Excessive Daytime Sleepiness","year":2020,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Daytime; Sleep apnea; Sleep (system call); Hypoxia (environmental); Excessive daytime sleepiness; Obstructive sleep apnea; Sleep deprivation; Apnea; Medicine; Physical medicine and rehabilitation; Physical therapy; Internal medicine; Insomnia; Circadian rhythm; Sleep disorder; Computer science; Psychiatry","score_opus":0.04004010227174957,"score_gpt":0.2575089561616755,"score_spread":0.21746885388992596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041255443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767846,0.0004386758,0.003426903,0.008698742,0.000086918415,0.0014905513,0.0000388223,0.00031275675,0.008722038],"genre_scores_gemma":[0.99724895,0.000011301805,0.00087374414,0.0010005379,0.00022172062,0.000043511754,0.00006646853,0.000074600495,0.00045913857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99708843,0.00015867123,0.00034584902,0.0008778621,0.0008957855,0.0006333893],"domain_scores_gemma":[0.9977257,0.00016842228,0.00020157344,0.00043417723,0.000747369,0.0007227378],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024639475,0.00037922405,0.00077515584,0.00012859936,0.00020979697,0.00009991406,0.00022099729,0.00018291986,0.0009821206],"category_scores_gemma":[0.00061293313,0.000273663,0.000078464276,0.00086230104,0.00041694127,0.0002752812,0.0002813623,0.0006391342,0.00026911465],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069833575,0.00167506,0.78502756,0.0008136558,0.003881773,0.0049907677,0.003471839,0.00008479386,0.064468436,0.0012788407,0.005334061,0.12198986],"study_design_scores_gemma":[0.008494593,0.0013681812,0.9575674,0.000108084445,0.00030577584,0.00014206374,0.0010704143,0.016861914,0.0116127925,0.00005377251,0.0016894566,0.000725564],"about_ca_topic_score_codex":0.000021373171,"about_ca_topic_score_gemma":0.000021363294,"teacher_disagreement_score":0.17253983,"about_ca_system_score_codex":0.0001472999,"about_ca_system_score_gemma":0.000028188866,"threshold_uncertainty_score":0.99997157},"labels":[],"label_agreement":null},{"id":"W3041310550","doi":"10.14814/phy2.14445","title":"Reduced genioglossus muscle activity caused by fluid overload in anesthetized rats","year":2020,"lang":"en","type":"article","venue":"Physiological Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"Canada Foundation for Innovation","keywords":"Medicine; Genioglossus; Anesthesia; Isoflurane; Saline; Heart rate; Blood pressure; Femoral vein; Airway; Surgery; Internal medicine","score_opus":0.04861053947886307,"score_gpt":0.3187126938441843,"score_spread":0.27010215436532126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041310550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958184,0.00012479821,0.000016411663,0.0021561857,0.000081271915,0.0007745133,0.000006631913,0.00013811668,0.0008836858],"genre_scores_gemma":[0.99899447,0.00002081662,0.00009295893,0.0005445104,0.00014429793,0.00006870243,0.00004432087,0.000025355674,0.00006455178],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99746674,0.00019696554,0.0004183212,0.0008311283,0.0005574012,0.0005294201],"domain_scores_gemma":[0.9987359,0.00009947336,0.00015387301,0.00045222748,0.00010573132,0.00045279317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023785449,0.00024445064,0.0006348428,0.000050487426,0.000059351296,0.000019094861,0.000106452346,0.00018342695,0.0004469173],"category_scores_gemma":[0.0013676591,0.00018631306,0.00017190001,0.00047634225,0.00018392722,0.00009788766,0.00015133254,0.0005190545,0.000053858894],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005287378,0.00036503063,0.002953495,0.000033962293,0.000030471041,0.0033552633,0.00007657417,0.0000064947076,0.985201,0.0000069950393,0.001125238,0.006316749],"study_design_scores_gemma":[0.0014978192,0.00082473806,0.6421611,0.000019846486,0.000027524862,0.000109449065,0.000041832427,0.00063118833,0.35255975,0.00030155008,0.0015420894,0.00028312957],"about_ca_topic_score_codex":0.000077822384,"about_ca_topic_score_gemma":0.0000013014914,"teacher_disagreement_score":0.6392076,"about_ca_system_score_codex":0.00014043422,"about_ca_system_score_gemma":0.00006535741,"threshold_uncertainty_score":0.7597626},"labels":[],"label_agreement":null},{"id":"W3041570861","doi":"10.1155/2020/4378505","title":"Plasma Homocysteine and Autonomic Nervous Dysfunction: Association and Clinical Relevance in OSAS","year":2020,"lang":"en","type":"article","venue":"Disease Markers","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Tongji University; National Natural Science Foundation of China","keywords":"Homocysteine; Autonomic nervous system; Medicine; Association (psychology); Clinical significance; Relevance (law); Internal medicine; Neuroscience; Cardiology; Audiology; Psychology","score_opus":0.01928552058549031,"score_gpt":0.29310360191931994,"score_spread":0.2738180813338296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041570861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879814,0.00042479008,0.000020430874,0.010293011,0.0001169782,0.00036452088,0.000019798958,0.00004211531,0.00073694746],"genre_scores_gemma":[0.99873704,0.0001694214,0.00014916815,0.00048915314,0.0001692649,0.000015473348,0.000022325636,0.00001719503,0.00023096036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988036,0.00013492026,0.00026351277,0.0003627196,0.00023004538,0.00020518053],"domain_scores_gemma":[0.99884456,0.00038739998,0.00007034042,0.00012790307,0.000050062456,0.0005197384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003318927,0.000104766055,0.0002315771,0.0000571642,0.000039818042,0.000025206513,0.000037968424,0.0000714905,0.00007061827],"category_scores_gemma":[0.002602465,0.000103953855,0.00005136341,0.00016207177,0.0000898794,0.0000961944,0.00007161778,0.00026401962,0.00002678816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027419839,0.00006126168,0.9512393,0.0001068004,0.000094583374,0.00014660996,0.000052070336,0.00000562164,0.000086175285,0.00003712344,0.0006634824,0.04476501],"study_design_scores_gemma":[0.0040309173,0.0002053188,0.9625339,0.000030566473,0.00009588878,0.0000035601868,0.00011521688,0.030354802,0.000007745749,0.000030996158,0.0024966744,0.00009442764],"about_ca_topic_score_codex":0.000018318593,"about_ca_topic_score_gemma":0.000012845754,"teacher_disagreement_score":0.04467058,"about_ca_system_score_codex":0.00020801941,"about_ca_system_score_gemma":0.000071037306,"threshold_uncertainty_score":0.4239115},"labels":[],"label_agreement":null},{"id":"W3041594731","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a2446","title":"The Relationship Between Opioid Use and Obstructive Sleep Apnea: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ottawa Hospital","funders":"","keywords":"Obstructive sleep apnea; Opioid; Sleep apnea; Sleep (system call); Medicine; Computer science; Anesthesia; Internal medicine","score_opus":0.12341718433118573,"score_gpt":0.379795246038459,"score_spread":0.2563780617072733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041594731","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000020899818,0.98788077,0.00013496497,0.0005147248,0.00009680551,0.010699406,0.00006349379,0.00009745577,0.0005103154],"genre_scores_gemma":[0.000049334623,0.99740666,0.00040607457,0.00011299001,0.00022678035,0.0008676329,0.00012439361,0.00011123052,0.00069489115],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99517703,0.0012196827,0.001543513,0.00072856736,0.0008583205,0.00047287124],"domain_scores_gemma":[0.98571897,0.011693866,0.0006466076,0.0011660709,0.00031169137,0.00046281522],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010085367,0.0006262036,0.0046521192,0.00017524151,0.0003360118,0.00019640116,0.00042390177,0.00033057717,0.000034269855],"category_scores_gemma":[0.019303538,0.00032664515,0.00066943443,0.0010148437,0.00033113448,0.000191321,0.00036941742,0.0015273521,0.00038168227],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032688497,0.0000065407753,0.0007659878,0.8633805,0.00089722534,0.00003453995,0.00002737842,6.7973904e-10,8.8544505e-9,0.0020385296,0.000098484714,0.13274752],"study_design_scores_gemma":[0.00031392253,0.00011909023,0.0011178274,0.6852139,0.020013258,0.00046278074,0.00008077165,0.000007458697,1.16332316e-7,0.0001931054,0.29202333,0.0004544025],"about_ca_topic_score_codex":0.000010396929,"about_ca_topic_score_gemma":0.0000021985186,"teacher_disagreement_score":0.29192486,"about_ca_system_score_codex":0.0003488534,"about_ca_system_score_gemma":0.00017743162,"threshold_uncertainty_score":0.9999186},"labels":[],"label_agreement":null},{"id":"W3041707434","doi":"10.1152/japplphysiol.00307.2020","title":"Case Studies in Physiology: Sympathetic neural discharge patterns in a healthy young male during end-expiratory breath hold-induced sinus pause","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; University of British Columbia, Okanagan Campus; University of British Columbia; Western University","funders":"Michael Smith Health Research BC; Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada; Government of Canada","keywords":"Medicine; Respiratory physiology; Cardiology; Sympathetic nervous system; Anesthesia; Internal medicine; Respiratory system; Blood pressure","score_opus":0.05674115577896745,"score_gpt":0.3343182453935383,"score_spread":0.2775770896145709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041707434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983057,0.0002496787,0.0000012939616,0.0006599171,0.00022796539,0.00047193293,0.000013224935,0.000015184014,0.000055131815],"genre_scores_gemma":[0.99854296,0.00009096015,0.000043689848,0.0006577609,0.0005762954,0.000038827053,0.0000045055694,0.00004234571,0.0000026441433],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9975415,0.00022348399,0.0008415845,0.00044602214,0.00028794014,0.0006594665],"domain_scores_gemma":[0.9987604,0.0001522758,0.0003919442,0.00026136002,0.00013577096,0.00029825803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026850775,0.00030131536,0.001126021,0.00035961092,0.000074823554,0.000007832574,0.00020181114,0.00015504571,0.000060577662],"category_scores_gemma":[0.00009510812,0.00024223674,0.00014907354,0.0003797105,0.00017785945,0.000114750655,0.00020412107,0.0013158442,0.000016432468],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047808858,0.00044750184,0.0145364385,0.00051230233,0.00020407194,0.014830478,0.0072165937,0.00009669597,0.9565972,0.000036340327,0.000011536498,0.00072995626],"study_design_scores_gemma":[0.019065771,0.0041796374,0.8979416,0.00019099921,0.00013866503,0.022677947,0.017082943,0.00084964285,0.037065964,0.00024588965,0.000014066907,0.0005468638],"about_ca_topic_score_codex":0.000039981445,"about_ca_topic_score_gemma":0.000042182888,"teacher_disagreement_score":0.9195312,"about_ca_system_score_codex":0.0003273913,"about_ca_system_score_gemma":0.00009414642,"threshold_uncertainty_score":0.98781276},"labels":[],"label_agreement":null},{"id":"W3041709837","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a2699","title":"Domains of Cognitive Impairment in the Cognition and Obstructive Sleep Apnea in Parkinson'S Disease, Effect of Positive Airway Pressure Therapy (COPE-PAP) Trial","year":2020,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Medicine; Cognition; Positive airway pressure; Disease; Airway; Cognitive impairment; Parkinson's disease; Sleep (system call); Physical medicine and rehabilitation; Physical therapy; Audiology; Cardiology; Internal medicine; Anesthesia; Computer science; Psychiatry","score_opus":0.01472491951501006,"score_gpt":0.29023450840021925,"score_spread":0.2755095888852092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041709837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98988855,0.0006517749,0.000106979045,0.00091025356,0.000042227864,0.006694021,0.00022808669,0.000014321737,0.00146381],"genre_scores_gemma":[0.99917287,0.00006825973,0.000052333544,0.00020927524,0.00009026142,0.0003103935,0.00006680416,0.000023731993,0.000006099622],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99712056,0.0010036565,0.00043799073,0.00044931276,0.00067800464,0.00031046983],"domain_scores_gemma":[0.9976566,0.001609534,0.00016407199,0.00017549127,0.00020933096,0.000184962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006261955,0.0002548203,0.00063639705,0.00019677718,0.000038174097,0.000014149244,0.00013573431,0.00010237134,0.00012215237],"category_scores_gemma":[0.00067995174,0.00016253846,0.00013682051,0.0006059746,0.00044058365,0.00014154009,0.000082061,0.00039137757,0.0000027017354],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.63011587,0.0020396225,0.2822004,0.00081370724,0.0012173656,0.0002824746,0.015931025,0.00001613825,0.011330332,0.00033360117,0.000027042148,0.055692438],"study_design_scores_gemma":[0.13838889,0.012347716,0.7836944,0.00025947162,0.0003771344,0.000007885496,0.003838721,0.001293249,0.059408072,0.00015058236,0.0000264959,0.00020742072],"about_ca_topic_score_codex":0.00010277623,"about_ca_topic_score_gemma":0.000021696249,"teacher_disagreement_score":0.501494,"about_ca_system_score_codex":0.000042854226,"about_ca_system_score_gemma":0.000049560065,"threshold_uncertainty_score":0.6628126},"labels":[],"label_agreement":null},{"id":"W3041711441","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a4692","title":"Increased Risk of Symptomatic Nocturnal Attacks of Paroxysmal Atrial Fibrillation Associated with Obstructive Sleep Apnea","year":2020,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Obstructive sleep apnea; Atrial fibrillation; Medicine; Cardiology; Paroxysmal atrial fibrillation; Apnea; Internal medicine; Nocturnal; Sleep apnea; Sleep (system call); Computer science","score_opus":0.01802079312289445,"score_gpt":0.2725700666826868,"score_spread":0.25454927355979234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041711441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99521357,0.00005003756,0.0020226643,0.00023457452,0.00004893777,0.00073708035,0.00009377813,0.000058991172,0.0015403733],"genre_scores_gemma":[0.9973755,0.0000034668915,0.0022300729,0.000025685462,0.00025370895,0.0000025316579,0.0000625236,0.000032421154,0.000014110504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756277,0.00028124184,0.0005927673,0.0003117035,0.0009576208,0.00029388652],"domain_scores_gemma":[0.99760437,0.0006266909,0.00056184176,0.00024680825,0.0006770892,0.0002831873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031204076,0.00020917311,0.00070286647,0.0001486356,0.00005306813,0.000010344965,0.00012114858,0.0001456339,0.00044574492],"category_scores_gemma":[0.0025764098,0.00015466278,0.00024194765,0.0006990902,0.00027684684,0.00013131881,0.000072083334,0.00031378554,0.000011555643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037761994,0.000048681646,0.9740568,0.00018516462,0.002031472,0.000016054788,0.000763412,0.0007005459,0.011808907,0.00013898678,0.000017179711,0.0064566294],"study_design_scores_gemma":[0.009869949,0.0021447695,0.86273915,0.00008493458,0.000933268,0.000021518967,0.0005841867,0.08536994,0.037943773,0.00009527016,0.000009079494,0.00020419806],"about_ca_topic_score_codex":0.0002022286,"about_ca_topic_score_gemma":0.000015746251,"teacher_disagreement_score":0.11131765,"about_ca_system_score_codex":0.00011784521,"about_ca_system_score_gemma":0.000100142934,"threshold_uncertainty_score":0.63069654},"labels":[],"label_agreement":null},{"id":"W3041758122","doi":"10.5664/jcsm.8684","title":"Incidence of hypertension in obstructive sleep apnea using hypopneas defined by 3 percent oxygen desaturation or arousal but not by only 4 percent oxygen desaturation","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Case Western Reserve University; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Medicine; Obstructive sleep apnea; Blood pressure; Arousal; Hypopnea; Cardiology; Incidence (geometry); Heart rate; Sleep apnea; Apnea; Internal medicine; Polysomnography; Psychology","score_opus":0.10714695925377128,"score_gpt":0.37382230207387446,"score_spread":0.2666753428201032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041758122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776865,0.0011082378,0.0054137106,0.013977717,0.0008339824,0.00086750585,0.000030906092,0.00002479426,0.00005660007],"genre_scores_gemma":[0.9875565,0.00045325275,0.0075989426,0.0026499808,0.0015778175,0.000004641865,0.000066087196,0.00006771867,0.000025038407],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9911712,0.00079161173,0.0041150157,0.000708975,0.0025786206,0.00063456787],"domain_scores_gemma":[0.9928228,0.0018640333,0.0019523419,0.00041834623,0.0018324035,0.001110078],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026430513,0.0004952821,0.0022263434,0.00034613477,0.00012009731,0.000028941451,0.00047561957,0.00052010297,0.00031848656],"category_scores_gemma":[0.018379577,0.0003370033,0.00039020894,0.00089181267,0.0006801672,0.00056848174,0.00017936583,0.0020901198,0.000011989825],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024953574,0.0013235045,0.07853467,0.0002752375,0.00058178685,0.0008362846,0.0015571957,0.000210724,0.7710408,0.000025921732,0.0017410584,0.118919276],"study_design_scores_gemma":[0.03558961,0.017248845,0.7754154,0.0014802808,0.001845396,0.0027576184,0.0064624236,0.13011752,0.026656339,0.00013456655,0.0013710551,0.00092090387],"about_ca_topic_score_codex":0.00025838742,"about_ca_topic_score_gemma":0.000038542385,"teacher_disagreement_score":0.7443844,"about_ca_system_score_codex":0.0005727465,"about_ca_system_score_gemma":0.00040619166,"threshold_uncertainty_score":0.9999082},"labels":[],"label_agreement":null},{"id":"W3041891295","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a1153","title":"Determinants of Hypoventilation in Children with Duchenne Muscular Dystrophy: A Retrospective Analysis","year":2020,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation; Western University","funders":"","keywords":"Duchenne muscular dystrophy; Hypoventilation; Muscular dystrophy; Medicine; Physical medicine and rehabilitation; Pediatrics; Internal medicine; Respiratory system","score_opus":0.012294359686231243,"score_gpt":0.27299786667562226,"score_spread":0.26070350698939104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041891295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99792314,0.000017926946,0.0011402655,0.00013490791,0.0000037669124,0.00042192513,0.000009018004,0.00001799232,0.0003310464],"genre_scores_gemma":[0.9977692,0.0000024180142,0.0021118487,0.00002891618,0.000028243508,0.00000871428,0.000016620128,0.000012918581,0.000021113996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885404,0.000034380893,0.0002199604,0.00030043116,0.0004136265,0.0001775723],"domain_scores_gemma":[0.9994228,0.000010849708,0.00007515128,0.0002086256,0.00016763991,0.00011495933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009652645,0.00010032315,0.0004098446,0.0002774946,0.000014656202,0.0000063595894,0.00006839432,0.00004480717,0.00026494663],"category_scores_gemma":[0.00011302588,0.00007549558,0.00011170921,0.001668342,0.00007331542,0.000081811275,0.000038636244,0.00015129686,0.000008500358],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024079937,0.00008387469,0.9929636,0.000017502836,0.00067745143,0.000023870189,0.00013412148,0.00005520071,0.0046357107,0.000038055932,9.3514e-7,0.0011288548],"study_design_scores_gemma":[0.0016158406,0.00051641755,0.9741192,0.000008780886,0.0005026513,0.0000074909844,0.00008664105,0.009322495,0.013737044,0.000013152336,8.7672095e-7,0.00006943395],"about_ca_topic_score_codex":0.0002670485,"about_ca_topic_score_gemma":0.00011553389,"teacher_disagreement_score":0.018844448,"about_ca_system_score_codex":0.00008967154,"about_ca_system_score_gemma":0.000023281937,"threshold_uncertainty_score":0.30786204},"labels":[],"label_agreement":null},{"id":"W3042109448","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a4693","title":"Apnea-Hypopnea Event Duration Predicts Early RV Dysfunction in Co-Existent COPD and OSA","year":2020,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Duration (music); Medicine; Internal medicine; Cardiology; COPD; Hypopnea; Event (particle physics); Apnea; Physics; Acoustics; Polysomnography","score_opus":0.03038506149608471,"score_gpt":0.29438288588313216,"score_spread":0.26399782438704744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042109448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983233,0.00010159382,0.0027662686,0.0061093774,0.000102245256,0.00089982693,0.000008154298,0.00008808084,0.006691471],"genre_scores_gemma":[0.99851185,0.000017881259,0.00035089176,0.00048172715,0.00018029581,0.0000387019,0.000049206905,0.000020223186,0.00034923878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845546,0.00007678246,0.0003248619,0.00036490645,0.00051431725,0.0002636861],"domain_scores_gemma":[0.99932307,0.000052600408,0.00005283806,0.0001633784,0.00011075507,0.00029734898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021317895,0.00013756817,0.00022951052,0.00011934995,0.000051114683,0.000035339068,0.000051592906,0.00009402483,0.00033334087],"category_scores_gemma":[0.0002655601,0.00011790059,0.0000431894,0.00028310312,0.00008350888,0.00017679247,0.000057030407,0.0002759591,0.00014819282],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023431596,0.0004269026,0.78212696,0.0005025807,0.00019221481,0.00025588824,0.003013622,0.000021417785,0.14613721,0.0016701927,0.0020905242,0.06121931],"study_design_scores_gemma":[0.0063473885,0.0014266524,0.9465373,0.00004095356,0.000055800447,0.000052109008,0.00101106,0.023277987,0.019030675,0.00007518026,0.0019428865,0.00020201376],"about_ca_topic_score_codex":0.00011255128,"about_ca_topic_score_gemma":0.000028547749,"teacher_disagreement_score":0.16441031,"about_ca_system_score_codex":0.0001401688,"about_ca_system_score_gemma":0.000036782552,"threshold_uncertainty_score":0.48078465},"labels":[],"label_agreement":null},{"id":"W3042152937","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a6250","title":"Obstructive Sleep Apnea and Incident Cancer: A Large Historical Multicenter Clinical Cohort Study","year":2020,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Calgary; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Cohort; Cohort study; Cancer; Internal medicine","score_opus":0.045583978152467224,"score_gpt":0.3710510060391342,"score_spread":0.325467027886667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042152937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916265,0.00026617755,0.001317853,0.0033163961,0.0003448934,0.0020800985,0.00001307292,0.000107457156,0.0009275456],"genre_scores_gemma":[0.9970706,0.00003243816,0.0007213293,0.0011974749,0.00052977144,0.00012808248,0.0000048217325,0.0000372194,0.0002782333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971955,0.00022988326,0.0005856127,0.00079252204,0.00075411325,0.00044237275],"domain_scores_gemma":[0.99836826,0.00020338898,0.00009626433,0.0002665619,0.0002887298,0.0007767707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005058042,0.00022186573,0.00067269366,0.0000758148,0.0000989193,0.000026982147,0.00014661849,0.00011892777,0.0005954811],"category_scores_gemma":[0.0008711745,0.0001765334,0.00012689966,0.00025979322,0.00011876846,0.00011075329,0.00039646696,0.00068696286,0.00008262403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007994058,0.00089595665,0.9843292,0.000036591602,0.00048528015,0.00017376257,0.0010774496,3.5637507e-7,0.00018378171,0.00007922928,0.0005081775,0.011430787],"study_design_scores_gemma":[0.00652945,0.0011025365,0.97951925,0.0000052763558,0.00028361342,0.0000119930555,0.0016889874,0.0072043226,0.0000963427,0.00000959363,0.003374919,0.00017373537],"about_ca_topic_score_codex":0.0004780592,"about_ca_topic_score_gemma":0.00010896486,"teacher_disagreement_score":0.0112570515,"about_ca_system_score_codex":0.00061970577,"about_ca_system_score_gemma":0.000039206054,"threshold_uncertainty_score":0.7198823},"labels":[],"label_agreement":null},{"id":"W3042353606","doi":"10.1016/j.joms.2020.07.016","title":"Prevalence of Obstructive Sleep Apnea Risk According to the STOP-BANG Questionnaire in an Oral Surgery Office-Based Anesthesia Patient Population","year":2020,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Perioperative; Sedation; Confidence interval; Ambulatory; Anesthesia; Body mass index; Population; Sleep apnea; Apnea; Physical therapy; Emergency medicine; Surgery; Internal medicine","score_opus":0.0327741779383515,"score_gpt":0.2820514409049935,"score_spread":0.24927726296664202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042353606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99671155,0.00034715157,0.0003929486,0.0019964958,0.00021197757,0.0003133061,0.0000121397225,0.000012293286,0.0000021529943],"genre_scores_gemma":[0.9992182,0.000043504868,0.00034349065,0.0002820734,0.000080393926,0.000005880571,0.000005134135,0.000020396803,8.9763097e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997672,0.0003128192,0.0008111957,0.00023662308,0.0006803058,0.00028704305],"domain_scores_gemma":[0.99836665,0.00013678809,0.0005737186,0.00014708829,0.00044616574,0.00032960737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032205,0.00018547125,0.00063500303,0.00037412546,0.00010379879,0.000035304758,0.000105428626,0.0000923087,0.000021921924],"category_scores_gemma":[0.0014875582,0.00013072828,0.0002247568,0.0006188668,0.000102697595,0.00040452034,0.00003952438,0.00038788834,0.0000019599274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018434483,0.00009039216,0.70650196,0.00013321481,0.000029759565,0.00015647763,0.00044419654,0.00037604815,0.000559504,0.000008091904,0.000005320001,0.2898516],"study_design_scores_gemma":[0.0003896203,0.0004187184,0.99579424,0.00017494644,0.00008562307,0.000084923035,0.00050738733,0.0013103123,0.00080795866,0.000029960138,0.00025829652,0.0001379993],"about_ca_topic_score_codex":0.00040535707,"about_ca_topic_score_gemma":0.000014823149,"teacher_disagreement_score":0.2897136,"about_ca_system_score_codex":0.00011815949,"about_ca_system_score_gemma":0.000112717586,"threshold_uncertainty_score":0.53309447},"labels":[],"label_agreement":null},{"id":"W3042660524","doi":"10.1213/ane.0000000000005005","title":"Postoperative Critical Events Associated With Obstructive Sleep Apnea: Results From the Society of Anesthesia and Sleep Medicine Obstructive Sleep Apnea Registry","year":2020,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Obstructive sleep apnea; Anesthesia; Body mass index; Odds ratio; Perioperative; Confidence interval; Continuous positive airway pressure; Apnea; Polysomnography; Pediatrics; Internal medicine","score_opus":0.022710022088901334,"score_gpt":0.2778868768582545,"score_spread":0.25517685476935315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042660524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89035755,0.0014500676,0.00072689494,0.10537972,0.000043491877,0.0013756171,0.00010301428,0.00016011758,0.0004035389],"genre_scores_gemma":[0.99284583,0.000057171514,0.0021843042,0.0038404132,0.00043650664,0.00006873987,0.00036104728,0.00015038326,0.000055587963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932171,0.0008653416,0.0012265976,0.0016595209,0.0019778737,0.0010535339],"domain_scores_gemma":[0.9930487,0.0027610054,0.0006779665,0.0011313915,0.0015207927,0.0008601312],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008154852,0.0009269337,0.0017257151,0.00013031704,0.00055610505,0.00006804435,0.00074670365,0.0005607764,0.0001560335],"category_scores_gemma":[0.0024302157,0.0006288701,0.00043906708,0.0014946437,0.003254385,0.0004397493,0.00016052132,0.00150066,0.0000240551],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.049591605,0.003156874,0.6233615,0.0012125088,0.02716925,0.02131063,0.1450695,0.00031398403,0.032199513,0.016538633,0.0092341965,0.070841804],"study_design_scores_gemma":[0.010861763,0.003618614,0.9416027,0.00047166308,0.0023926494,0.0026278063,0.019832818,0.011888949,0.003932152,0.0010067858,0.0007137925,0.0010503173],"about_ca_topic_score_codex":0.0005429168,"about_ca_topic_score_gemma":0.000024196434,"teacher_disagreement_score":0.31824118,"about_ca_system_score_codex":0.00028898666,"about_ca_system_score_gemma":0.00015467375,"threshold_uncertainty_score":0.99961627},"labels":[],"label_agreement":null},{"id":"W3043171384","doi":"10.15331/jdsm.7134","title":"Continuous tongue suction as a potential therapy for obstructive sleep apnea: A feasibility study","year":2020,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Japan Society for the Promotion of Science","keywords":"Obstructive sleep apnea; Tongue; Medicine; Suction; Sleep (system call); Sleep apnea; Oral appliance; Anesthesia; Intensive care medicine; Computer science; Engineering; Pathology; Mechanical engineering","score_opus":0.033615060966160806,"score_gpt":0.3435912812426716,"score_spread":0.3099762202765108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043171384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849359,0.0008359275,0.0032688398,0.006461886,0.0012065117,0.0029059695,0.000009868354,0.000037563514,0.00033756148],"genre_scores_gemma":[0.9953425,0.00002693659,0.00063040305,0.00094167737,0.0029051343,0.00003219543,0.000013705505,0.000060400755,0.00004704916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959877,0.00024636413,0.0011392442,0.0004996694,0.0016518298,0.00047515164],"domain_scores_gemma":[0.9969523,0.00019572553,0.00067844044,0.0003091438,0.001068742,0.00079567905],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009945539,0.00035992533,0.0011751772,0.00024716154,0.00015523683,0.000029584044,0.00034094977,0.00014583622,0.00064930436],"category_scores_gemma":[0.0016975543,0.00026016854,0.00040170623,0.00058890594,0.00037822995,0.0003123359,0.00010894834,0.0008303576,0.000020990672],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06341801,0.0057083475,0.5804912,0.00023843718,0.003801468,0.003957292,0.010622448,0.00009578487,0.13962941,0.000063783686,0.0017307757,0.19024307],"study_design_scores_gemma":[0.10886984,0.096660145,0.70558625,0.00016510404,0.0021596407,0.008590361,0.058590963,0.0040626293,0.0122729875,0.0006373522,0.0016935879,0.00071115035],"about_ca_topic_score_codex":0.00008507672,"about_ca_topic_score_gemma":0.000011643244,"teacher_disagreement_score":0.18953192,"about_ca_system_score_codex":0.00041562822,"about_ca_system_score_gemma":0.00006763881,"threshold_uncertainty_score":0.99998504},"labels":[],"label_agreement":null},{"id":"W3043548131","doi":"10.1513/annalsats.201909-703oc","title":"Cardiorespiratory Monitoring Data during Sleep in Healthy Canadian Infants","year":2020,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Children's Hospital Research Institute of Manitoba; University of Manitoba; SickKids Foundation; University of Toronto; McMaster University; Alberta Health Services; University of British Columbia; Hospital for Sick Children","funders":"","keywords":"Medicine; Cardiorespiratory fitness; Percentile; Polysomnography; Apnea; Nasal cannula; Oxygen saturation; Sleep (system call); Sleep apnea; Plethysmograph; Respiratory rate; Heart rate; Physical therapy; Pediatrics; Anesthesia; Blood pressure; Internal medicine; Surgery; Statistics; Cannula","score_opus":0.19723366092833497,"score_gpt":0.44378826601703836,"score_spread":0.2465546050887034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043548131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854668,0.0006425907,0.000006464389,0.013124349,0.00008695411,0.00033735012,0.00008895397,0.000024185385,0.00022238941],"genre_scores_gemma":[0.99533445,0.00019429663,0.00051271386,0.003604341,0.00030079865,0.000009247575,0.000006368701,0.00003273932,0.000005043494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796623,0.00018888134,0.00031150007,0.00041706415,0.00054203236,0.00057426735],"domain_scores_gemma":[0.998005,0.000076755525,0.00019347745,0.0010563651,0.00015202623,0.00051641377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005486427,0.00015130345,0.00046496326,0.00006506416,0.0001266826,0.000013228884,0.0007430997,0.000049156268,0.000012861522],"category_scores_gemma":[0.0004309674,0.00012566586,0.0002003139,0.0012392642,0.00042817264,0.00013723521,0.00048660993,0.0005529354,0.000011001275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004092817,0.000023676484,0.9532686,0.00016797043,0.0002128382,0.000023546774,0.0014944558,0.000052027735,0.0052819806,0.0000017992492,0.00045639294,0.038607433],"study_design_scores_gemma":[0.00035516798,0.0001657383,0.98260266,0.00006189116,0.000027835431,0.000005915852,0.0027557556,0.0009957681,0.012059192,0.0000049916725,0.0008356419,0.00012946843],"about_ca_topic_score_codex":0.03954295,"about_ca_topic_score_gemma":0.001031219,"teacher_disagreement_score":0.03851173,"about_ca_system_score_codex":0.00018043505,"about_ca_system_score_gemma":0.00038627294,"threshold_uncertainty_score":0.96685284},"labels":[],"label_agreement":null},{"id":"W3043596028","doi":"10.1016/j.chest.2020.07.014","title":"Maternal Sleep-Disordered Breathing in Pregnancy and Increased Nocturnal Glucose Levels in Women with Gestational Diabetes Mellitus","year":2020,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; McGill University","keywords":"Medicine; Gestational diabetes; Pregnancy; Morning; Internal medicine; Diabetes mellitus; Apnea–hypopnea index; Body mass index; Endocrinology; Obstetrics; Apnea; Gestation; Polysomnography","score_opus":0.021534861468636837,"score_gpt":0.2647455975585448,"score_spread":0.24321073608990798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043596028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99536616,0.0019073748,0.00021488593,0.002048067,0.000032030868,0.0002694043,0.000013519136,0.00001527938,0.0001332612],"genre_scores_gemma":[0.99612963,0.00015434208,0.0032249684,0.00026699022,0.00015387435,0.00002373733,0.0000039565107,0.000035087156,0.0000074200952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997974,0.00013810428,0.0004244817,0.00028955372,0.0005902877,0.00058359327],"domain_scores_gemma":[0.99892974,0.00012869337,0.00013576855,0.000100241065,0.0001333242,0.0005722156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040071647,0.00020891019,0.00038601406,0.00028626787,0.0000838842,0.00012107394,0.00014065196,0.00008302897,0.00027548338],"category_scores_gemma":[0.00028050845,0.00016662631,0.000031357784,0.00036498878,0.00014017911,0.00035296878,0.000066860564,0.0010038154,0.000007698273],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010893629,0.0001529904,0.91210246,0.0003602544,0.00011092781,0.001593222,0.004933306,0.000048166617,0.019914858,0.000022604456,0.0000029745393,0.059668876],"study_design_scores_gemma":[0.008000415,0.0004959204,0.9811551,0.00072389917,0.000019291772,0.00059725856,0.0008220895,0.0019917265,0.00562463,0.00035403567,0.000042629785,0.00017303153],"about_ca_topic_score_codex":0.000038215847,"about_ca_topic_score_gemma":0.000017815906,"teacher_disagreement_score":0.069052614,"about_ca_system_score_codex":0.00032693628,"about_ca_system_score_gemma":0.00016151635,"threshold_uncertainty_score":0.67948234},"labels":[],"label_agreement":null},{"id":"W3044120541","doi":"10.1016/j.jpsychores.2020.110196","title":"The relationship between attachment, treatment compliance and treatment outcomes in patients with obstructive sleep apnea","year":2020,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Royal University Hospital Foundation","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Anxiety; Mood; Clinical psychology; Polysomnography; Psychoeducation; Compliance (psychology); Interpersonal communication; Psychology; Medicine; Interpersonal relationship; Psychiatry; Apnea; Psychological intervention; Internal medicine","score_opus":0.1821290751127166,"score_gpt":0.43267255615037387,"score_spread":0.2505434810376573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044120541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98748654,0.0002536422,0.000100054356,0.010457529,0.000049525057,0.0012654717,0.0000117916115,0.0000067027354,0.00036871576],"genre_scores_gemma":[0.99847555,0.000041798743,0.0011777868,0.000024350617,0.0001250376,0.00004012018,0.0000038663534,0.000026839214,0.000084643994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99666065,0.00048795738,0.0006642136,0.00026976079,0.0014346881,0.0004827023],"domain_scores_gemma":[0.9956736,0.002765883,0.00025430106,0.00033116262,0.0005242405,0.00045079738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062611763,0.00020950078,0.0005840948,0.00029201483,0.00027665723,0.00009210152,0.00022023925,0.00006770731,0.00001894354],"category_scores_gemma":[0.00078939326,0.000105657964,0.00010278106,0.0007069527,0.0003751902,0.00018307795,0.00004734535,0.0005794061,0.000023903496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012015271,0.00040834103,0.96185744,0.00004793095,0.00044532763,0.000037512127,0.0014682678,0.0000029257817,0.000014047502,0.00011262807,0.000020534013,0.03438349],"study_design_scores_gemma":[0.009590153,0.0070782495,0.9812083,0.000116783114,0.0000650986,0.000011721999,0.0010031363,0.00013780991,0.000041033403,0.00044705792,0.00021551529,0.000085110085],"about_ca_topic_score_codex":0.000023423867,"about_ca_topic_score_gemma":0.000012390001,"teacher_disagreement_score":0.034298383,"about_ca_system_score_codex":0.0007790648,"about_ca_system_score_gemma":0.00009609169,"threshold_uncertainty_score":0.4308607},"labels":[],"label_agreement":null},{"id":"W3044671232","doi":"10.29390/cjrt-2020-005","title":"Effect of humidified versus nonhumidified CPAP on inflammatory response and nasopharyngeal symptoms in healthy participants","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Imam Abdulrahman Bin Faisal University","keywords":"Medicine; Continuous positive airway pressure; Anesthesia; Nose; Inflammation; Positive pressure; Gastroenterology; Internal medicine; Surgery; Obstructive sleep apnea","score_opus":0.05965445057869763,"score_gpt":0.3428422339644341,"score_spread":0.28318778338573647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044671232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99472994,0.0031034017,0.0000013605904,0.0012986044,0.00024285687,0.00050643086,0.000011681112,0.0000069658563,0.0000987621],"genre_scores_gemma":[0.99823624,0.000055683955,0.000009859934,0.0014316565,0.00021509302,0.000008657455,6.861214e-7,0.00003910894,0.000003032976],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9969842,0.0011238582,0.0006507982,0.00024032933,0.0004590275,0.0005418201],"domain_scores_gemma":[0.9967154,0.00082591234,0.00027326477,0.00024572868,0.00019474594,0.001744938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002086286,0.00022022221,0.00065867364,0.0006767714,0.00007484956,0.000021279295,0.00020516691,0.00014803339,0.000100338],"category_scores_gemma":[0.0012792335,0.00018452723,0.00012654907,0.00039772555,0.00030269392,0.00011451281,0.000012630369,0.0006911125,0.000009004637],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.4247684,0.00009476152,0.37287745,0.0004090063,0.00056442095,0.003044313,0.0035754978,0.00005651527,0.1296799,0.00009382983,0.00025330725,0.064582616],"study_design_scores_gemma":[0.07504415,0.122779354,0.6301453,0.0004428509,0.00009168439,0.000054783406,0.00047782387,0.000095648415,0.15624115,0.000015400377,0.014135959,0.00047590386],"about_ca_topic_score_codex":0.00014662519,"about_ca_topic_score_gemma":0.00044855577,"teacher_disagreement_score":0.34972423,"about_ca_system_score_codex":0.00034552673,"about_ca_system_score_gemma":0.0014919236,"threshold_uncertainty_score":0.7524802},"labels":[],"label_agreement":null},{"id":"W3045091626","doi":"10.3390/jcm9082387","title":"Combined Surgical and Orthodontic Treatments in Children with OSA: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Respiratory disturbance index; MEDLINE; Tonsillectomy; Dentistry; Pediatrics; Apnea; Physical therapy; Polysomnography; Surgery; Internal medicine","score_opus":0.12149082665400558,"score_gpt":0.49291022692637415,"score_spread":0.3714194002723686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045091626","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002874862,0.9932838,0.0000063539887,0.0018348036,0.00015040334,0.00425076,0.000005384507,0.000009697622,0.00017130491],"genre_scores_gemma":[0.0001847086,0.9983425,0.00023715304,0.00023343031,0.0007773281,0.000044412074,0.000021841697,0.00006696362,0.00009162767],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98967856,0.002066736,0.0060030846,0.00046466678,0.001443169,0.00034380335],"domain_scores_gemma":[0.9917315,0.0033304598,0.0030998595,0.0004810177,0.0003695774,0.0009875708],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0051617497,0.00055380573,0.015857164,0.0004088357,0.000024321098,0.000010656185,0.00032107724,0.00034319967,0.00010783547],"category_scores_gemma":[0.0113641685,0.00025211953,0.00082622224,0.0008634986,0.0003887918,0.00007117625,0.00009735779,0.0025377562,0.000019299569],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004202533,0.00042268354,0.018122764,0.74305695,0.00426602,0.0055068573,0.000014073418,3.861696e-9,1.3653782e-8,0.000025253787,0.00011635716,0.22804876],"study_design_scores_gemma":[0.011848975,0.008570168,0.004460926,0.91068673,0.031964645,0.015551904,0.000012651501,0.0000023656937,1.5300644e-8,0.0000072876624,0.016697504,0.00019680739],"about_ca_topic_score_codex":0.0000062757613,"about_ca_topic_score_gemma":0.0000012931171,"teacher_disagreement_score":0.22785194,"about_ca_system_score_codex":0.00016604587,"about_ca_system_score_gemma":0.0005001475,"threshold_uncertainty_score":0.9999931},"labels":[],"label_agreement":null},{"id":"W3045301491","doi":"10.1183/23120541.00373-2019","title":"ERS International Congress, Madrid, 2019: highlights from the Sleep and Clinical Physiology Assembly","year":2020,"lang":"en","type":"review","venue":"ERJ Open Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Session (web analytics); Engineering ethics; Physiology","score_opus":0.2198587934697728,"score_gpt":0.5224272158589659,"score_spread":0.3025684223891931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045301491","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018699346,0.9668073,0.000004762714,0.014747442,0.00213351,0.0059834714,0.0005000136,0.000036701244,0.009599775],"genre_scores_gemma":[0.00013995609,0.9909534,0.00039112536,0.0002333544,0.0026050005,0.00035048253,0.0010100638,0.00011829642,0.004198334],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906618,0.003791444,0.0010857474,0.001627331,0.0019531343,0.0008805196],"domain_scores_gemma":[0.99004465,0.0068347626,0.00028318824,0.001349439,0.0008142777,0.0006736615],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0039411983,0.0004805936,0.0024468736,0.00026600447,0.00036049957,0.00056356494,0.0036668393,0.00065369066,0.0021908078],"category_scores_gemma":[0.0036711837,0.0002834596,0.00047567498,0.000711755,0.0016012965,0.00021480372,0.0061239637,0.004646105,0.0027497355],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005333836,0.0002025054,0.000397608,0.0007953913,0.0026690315,0.00047503173,0.00005966104,1.842543e-8,0.000017402277,0.001438886,0.086272396,0.9071387],"study_design_scores_gemma":[0.0016288537,0.00035071193,0.0033387793,0.0018620951,0.00033835223,0.00004575938,0.000073106305,0.00009933968,0.0000052820023,0.00021152447,0.9917896,0.00025660454],"about_ca_topic_score_codex":0.001001586,"about_ca_topic_score_gemma":0.000113503804,"teacher_disagreement_score":0.9068821,"about_ca_system_score_codex":0.00036800074,"about_ca_system_score_gemma":0.00093392853,"threshold_uncertainty_score":0.99996173},"labels":[],"label_agreement":null},{"id":"W3045433742","doi":"10.5664/jcsm.8698","title":"Long term oral appliance therapy decreases stress symptoms in patients with upper airway resistance syndrome","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Demography; Gerontology","score_opus":0.042928962861961975,"score_gpt":0.36935962738404565,"score_spread":0.3264306645220837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045433742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896737,0.001457888,0.00036371045,0.007220172,0.0002770417,0.00063716527,0.0000078575695,0.000018430694,0.00034403568],"genre_scores_gemma":[0.99619055,0.00028227695,0.00072751794,0.0018484661,0.0008207716,0.000007175276,0.0000134063675,0.000049852897,0.00005998906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950094,0.0003031428,0.0019602538,0.00042806024,0.001822679,0.00047644047],"domain_scores_gemma":[0.9961248,0.00081722526,0.0008464746,0.0003626356,0.0007561343,0.0010927258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012001165,0.00029910775,0.0016183773,0.00019775251,0.00004619479,0.000015263102,0.0004231408,0.00018057834,0.0005954118],"category_scores_gemma":[0.0026062578,0.00017601544,0.00021660443,0.0006657295,0.0006286246,0.00023959776,0.00006219772,0.0014365246,0.00001840804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013223354,0.0010374538,0.9235109,0.00011289589,0.00035470168,0.001258267,0.00010044172,0.000005252533,0.000028061142,0.000014554787,0.00018298023,0.06017112],"study_design_scores_gemma":[0.030504046,0.009019855,0.95802814,0.0012525758,0.0001415331,0.00005272259,0.00006665354,0.000036684225,0.00009039344,0.000014340337,0.000626438,0.00016660566],"about_ca_topic_score_codex":0.000007822903,"about_ca_topic_score_gemma":0.000017277052,"teacher_disagreement_score":0.060004514,"about_ca_system_score_codex":0.00008549031,"about_ca_system_score_gemma":0.00012843074,"threshold_uncertainty_score":0.71777016},"labels":[],"label_agreement":null},{"id":"W3045846220","doi":"10.1007/s11517-020-02234-5","title":"Acoustic characterization of upper airway variations from wakefulness to sleep with respect to obstructive sleep apnea","year":2020,"lang":"en","type":"article","venue":"Medical & Biological Engineering & Computing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Wakefulness; Obstructive sleep apnea; Medicine; Sleep (system call); Population; Sleep apnea; Apnea; Airway; Anesthesia; Polysomnography; Cardiology; Internal medicine; Audiology; Electroencephalography; Psychiatry","score_opus":0.018085057176960087,"score_gpt":0.2583687432694977,"score_spread":0.24028368609253764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045846220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53431785,0.000008636582,0.46318993,0.0018079006,0.0001225172,0.00036469352,0.000024548288,0.0001125958,0.000051308278],"genre_scores_gemma":[0.9825357,7.281419e-7,0.015795955,0.00084324065,0.00065564475,0.00002736259,0.0000997458,0.000038239665,0.0000033504352],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9974127,0.000088689805,0.00052148267,0.0006615952,0.00079439994,0.00052116945],"domain_scores_gemma":[0.9978557,0.0005548606,0.00008561155,0.00026620872,0.00024666413,0.0009909407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029046426,0.0002841562,0.0006366641,0.00015815905,0.000079168254,0.00002361619,0.00032754775,0.00022630564,0.0005885534],"category_scores_gemma":[0.0038458477,0.00020838254,0.00009085299,0.0010499698,0.00009193712,0.000049343053,0.00034287374,0.0006139952,0.000093751296],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011829749,0.00031914897,0.0621596,0.0002104951,0.00051563326,0.00022118233,0.002608652,0.032603815,0.78261584,0.0007436329,0.000013426229,0.11680558],"study_design_scores_gemma":[0.0010702632,0.0010869374,0.5457207,0.00019233306,0.00006099165,0.000020771635,0.00010591225,0.43926552,0.011876281,0.000008676382,0.00026650666,0.00032510303],"about_ca_topic_score_codex":0.000023248936,"about_ca_topic_score_gemma":7.1525153e-7,"teacher_disagreement_score":0.77073956,"about_ca_system_score_codex":0.00011997724,"about_ca_system_score_gemma":0.000040200754,"threshold_uncertainty_score":0.8497593},"labels":[],"label_agreement":null},{"id":"W3048203289","doi":"10.1016/j.ultrasmedbio.2020.07.007","title":"Ultrasonographic Measurement of Pharyngeal-Airway Dimension and Its Relationship with Obesity and Sleep-Disordered Breathing","year":2020,"lang":"en","type":"article","venue":"Ultrasound in Medicine & Biology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hyoid bone; Pharynx; Airway; Medicine; Magnetic resonance imaging; Anatomy; Coronal plane; Ultrasound; Breathing; Glottis; Nuclear medicine; Radiology; Larynx; Surgery","score_opus":0.044404369849459016,"score_gpt":0.29455621699865975,"score_spread":0.25015184714920075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048203289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871672,0.0068204016,0.00044418033,0.0042865416,0.00004408643,0.0006814873,0.0000072189014,0.000032917418,0.0005159899],"genre_scores_gemma":[0.99832916,0.0006477886,0.00055720104,0.00030903774,0.00008050183,0.00001597035,0.000036663176,0.000019771716,0.000003888862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981613,0.00024567425,0.00041297928,0.0004846564,0.00037755907,0.00031781857],"domain_scores_gemma":[0.9983525,0.0008230972,0.00012998976,0.00017554853,0.0002561455,0.00026267587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008230255,0.00021643205,0.00061187346,0.0002628784,0.00008419831,0.000004379065,0.00008082109,0.00013511178,0.00006913434],"category_scores_gemma":[0.0030296308,0.00015197246,0.000027894723,0.0005542361,0.0006053516,0.00008590109,0.000041430194,0.0005335608,0.0000020622708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045284393,0.00008367193,0.81120193,0.0002419232,0.00009169688,0.000014867833,0.0018236683,0.0000018506641,0.18159153,0.0005562148,0.000017431645,0.0039223665],"study_design_scores_gemma":[0.006572721,0.0036874195,0.982438,0.0003069106,0.0002103786,0.00020328617,0.0011376396,0.0004191057,0.0042303684,0.00037249594,0.0002225446,0.0001991214],"about_ca_topic_score_codex":0.00013413883,"about_ca_topic_score_gemma":0.000063914486,"teacher_disagreement_score":0.17736116,"about_ca_system_score_codex":0.00005239014,"about_ca_system_score_gemma":0.000040340823,"threshold_uncertainty_score":0.6197257},"labels":[],"label_agreement":null},{"id":"W3048469500","doi":"10.1016/j.ijporl.2020.110314","title":"The association between pre-tonsillectomy education and postoperative emergency department returns: A retrospective cohort pilot study","year":2020,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Hamilton Health Sciences; McMaster University Medical Centre","funders":"McMaster University","keywords":"Medicine; Tonsillectomy; Emergency department; Retrospective cohort study; Pediatrics; Cohort; Patient education; Emergency medicine; General surgery; Surgery; Family medicine; Internal medicine; Nursing","score_opus":0.018350909360209045,"score_gpt":0.32145562683355666,"score_spread":0.3031047174733476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048469500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893356,0.0010106878,0.000072597446,0.0070298663,0.0012505705,0.00090497383,0.000020558291,0.0000147313585,0.00036038994],"genre_scores_gemma":[0.99541324,0.0006754357,0.00015209767,0.00019070265,0.0033867068,0.000032553817,0.000013301655,0.000018129776,0.000117856274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973157,0.0003718542,0.00069705857,0.0002591601,0.0011351827,0.00022103862],"domain_scores_gemma":[0.99631506,0.00031367983,0.0006869663,0.000115862895,0.0023506498,0.00021775668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083694205,0.00015292266,0.00036215017,0.00023046814,0.00014158958,0.00005429407,0.00030991642,0.00006984754,0.00007776754],"category_scores_gemma":[0.002551875,0.00011463492,0.00008610723,0.0002912187,0.00004354768,0.00023274163,0.0001395933,0.00065733184,0.000012504975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007090648,0.0005335662,0.99312246,0.000005712874,0.0014993745,0.000043365915,0.0011339522,6.7977265e-7,0.00036440964,0.00009077373,0.0014220687,0.0010745762],"study_design_scores_gemma":[0.0016820218,0.0056479718,0.9908298,0.0000033783454,0.0004702336,0.00009588786,0.00038801576,0.000023764307,0.00008695103,0.00017130664,0.00051155477,0.00008908534],"about_ca_topic_score_codex":0.000049698956,"about_ca_topic_score_gemma":0.000022699875,"teacher_disagreement_score":0.0068391636,"about_ca_system_score_codex":0.0008669357,"about_ca_system_score_gemma":0.00033181228,"threshold_uncertainty_score":0.46746764},"labels":[],"label_agreement":null},{"id":"W3048742502","doi":"10.1136/archdischild-2019-318559","title":"Use of oximetry to screen for paediatric obstructive sleep apnoea: is one night enough and is 6 hours too much?","year":2020,"lang":"en","type":"article","venue":"Archives of Disease in Childhood","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pulse oximetry; Nocturnal; Trial registration; Polysomnography; Sleep (system call); Pediatrics; Anesthesia; Internal medicine; Apnea; Clinical trial","score_opus":0.026790165040699206,"score_gpt":0.2720395846038631,"score_spread":0.24524941956316393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048742502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875366,0.00087077403,0.0008840196,0.006673631,0.000029309358,0.0018678821,0.001916848,0.000025650392,0.00019529928],"genre_scores_gemma":[0.97990066,0.00008855893,0.01862004,0.0010312734,0.00017740151,0.000049237613,0.00006347105,0.000055191438,0.000014151315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776024,0.0000895132,0.000501364,0.00065337383,0.0005423395,0.00045316227],"domain_scores_gemma":[0.9976238,0.0007626459,0.00015234156,0.00045317062,0.000115152754,0.0008929027],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007787428,0.00026710937,0.00063635764,0.00050878583,0.00005325644,0.000017428209,0.00025345042,0.00006346873,0.00006663904],"category_scores_gemma":[0.0012203478,0.00026065376,0.00024772325,0.000658519,0.00028643452,0.00018896667,0.00032653374,0.0002678249,0.000005219575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006132476,0.0017506123,0.85115093,0.0009841186,0.0009642748,0.0000325242,0.020281972,0.000038180668,0.008988425,0.00043879988,0.00031692584,0.10892073],"study_design_scores_gemma":[0.0036472564,0.00095065706,0.9651526,0.0001316053,0.0003141052,0.0000014956198,0.00049440406,0.00080141186,0.026684226,0.0014970687,0.000081217404,0.00024393802],"about_ca_topic_score_codex":0.00008001806,"about_ca_topic_score_gemma":0.0000036268154,"teacher_disagreement_score":0.114001654,"about_ca_system_score_codex":0.000025747617,"about_ca_system_score_gemma":0.00009231667,"threshold_uncertainty_score":0.99998456},"labels":[],"label_agreement":null},{"id":"W3049704679","doi":"10.1007/s11517-020-02206-9","title":"A comparison of regularized logistic regression and random forest machine learning models for daytime diagnosis of obstructive sleep apnea","year":2020,"lang":"en","type":"article","venue":"Medical & Biological Engineering & Computing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Random forest; Logistic regression; Daytime; Feature selection; Obstructive sleep apnea; Artificial intelligence; Machine learning; Polysomnography; Sleep apnea; Computer science; Regression; Regression analysis; Stepwise regression; Apnea; Statistics; Pattern recognition (psychology); Medicine; Mathematics; Internal medicine","score_opus":0.06777806899720137,"score_gpt":0.32761832840872757,"score_spread":0.2598402594115262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049704679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5946787,0.00078034133,0.40346277,0.00041300186,0.000056762558,0.0004960235,0.000010293605,0.000073076946,0.000029001521],"genre_scores_gemma":[0.9783441,0.000024016315,0.021336682,0.000046741137,0.00013785658,0.000025941481,0.00005612974,0.000026845308,0.0000017058244],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99771404,0.00012718559,0.00075049803,0.00046865357,0.0005307447,0.0004088831],"domain_scores_gemma":[0.99656284,0.002435875,0.00023108753,0.00014821022,0.00017938383,0.00044261818],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000645965,0.0002596617,0.0012001712,0.00010051135,0.00007511667,0.000008949727,0.00020928356,0.00028980605,0.00005811532],"category_scores_gemma":[0.009840262,0.00018135429,0.0001824981,0.00029790978,0.00036102202,0.000036734073,0.00034145385,0.00071396126,0.0000011088832],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004479003,0.0005515428,0.69091815,0.0025320288,0.0006409299,0.00007904295,0.0015733914,0.13595144,0.031097397,0.0024489223,0.000022676602,0.12970547],"study_design_scores_gemma":[0.004564526,0.0010551088,0.016701106,0.00029195836,0.00007361042,0.000018841412,0.00007924687,0.9743326,0.0025530858,0.000121946556,0.000049392504,0.00015858833],"about_ca_topic_score_codex":0.000016044736,"about_ca_topic_score_gemma":2.820224e-7,"teacher_disagreement_score":0.8383812,"about_ca_system_score_codex":0.000037297406,"about_ca_system_score_gemma":0.00002146148,"threshold_uncertainty_score":0.9985003},"labels":[],"label_agreement":null},{"id":"W3050869805","doi":"10.5664/jcsm.8760","title":"Cardiovascular changes in children with obstructive sleep apnea and obesity after treatment with noninvasive ventilation","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Ottawa; Children's Hospital of Eastern Ontario; University of Calgary; McGill University; Montreal Children's Hospital; Stollery Children's Hospital; York University; Alberta Children's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Heart rate variability; Obstructive sleep apnea; Polysomnography; Heart rate; Obesity; Continuous positive airway pressure; Cardiology; Internal medicine; Ventilation (architecture); Sleep apnea; Prospective cohort study; Apnea; Anesthesia; Blood pressure","score_opus":0.03509931707405636,"score_gpt":0.3249936134503803,"score_spread":0.2898942963763239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3050869805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905525,0.00266812,0.0010179401,0.004773641,0.00009851776,0.0007667721,0.0000056693602,0.000011623374,0.000105222505],"genre_scores_gemma":[0.9959776,0.00048669675,0.0014339366,0.00045520632,0.0015795234,0.000016293036,0.000007979574,0.00003497163,0.0000077823415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99697584,0.0002700277,0.0008817601,0.0004328176,0.0011175213,0.00032200487],"domain_scores_gemma":[0.99772877,0.00031959504,0.00046939854,0.00027658432,0.00050130324,0.0007043712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009394405,0.0002872052,0.0015843618,0.00020897358,0.0000420056,0.000012502729,0.000107570944,0.00015597833,0.000102857935],"category_scores_gemma":[0.0006125086,0.00015861906,0.00022700692,0.0004434901,0.0005670901,0.0001580733,0.000048711863,0.00077673583,0.000004225821],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007110148,0.00025916306,0.8784411,0.00004615471,0.0027418335,0.0011972631,0.0007492053,0.000035059318,0.000058142028,0.0000040726095,0.000004226548,0.10935365],"study_design_scores_gemma":[0.01859165,0.018346472,0.9581887,0.00025045566,0.0017255747,0.0011446425,0.0005097026,0.00029625784,0.0004518831,0.000015202028,0.00032718806,0.00015227916],"about_ca_topic_score_codex":0.000044723074,"about_ca_topic_score_gemma":0.000057817724,"teacher_disagreement_score":0.10920137,"about_ca_system_score_codex":0.00014308085,"about_ca_system_score_gemma":0.00007897751,"threshold_uncertainty_score":0.6468298},"labels":[],"label_agreement":null},{"id":"W3063840152","doi":"10.4103/prcm.prcm_14_19","title":"Usefulness of obstructive sleep apnea-18 as a predictor of moderate-to-severe obstructive sleep apnea in children who have normal/inconclusive McGill oximetry score","year":2019,"lang":"en","type":"article","venue":"Pediatric Respirology and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Receiver operating characteristic; Overweight; Body mass index; Sleep apnea; Context (archaeology); Apnea–hypopnea index; Cutoff; Physical therapy; Quality of life (healthcare); Apnea; Internal medicine; Pediatrics","score_opus":0.015132045804005146,"score_gpt":0.29399802683990806,"score_spread":0.27886598103590293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3063840152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896404,0.0025997614,0.0003080576,0.0008959612,0.00041692003,0.0020877959,0.00041151428,0.000042743188,0.0035968486],"genre_scores_gemma":[0.9979814,0.000044669236,0.00034403754,0.0006215344,0.00067799044,0.00011808365,0.000083412386,0.000082681734,0.000046140274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99442804,0.0005210131,0.0013616693,0.0013117951,0.0012804905,0.0010970109],"domain_scores_gemma":[0.99459666,0.0017537809,0.00029371967,0.00083896803,0.0017124267,0.00080444635],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061381713,0.00064185733,0.0021181602,0.0014419397,0.00015618421,0.000008748612,0.00046927817,0.0007631862,0.00081412063],"category_scores_gemma":[0.004825903,0.000545392,0.00020114263,0.0012741564,0.0017092631,0.00027101615,0.0006228151,0.0013975546,0.000026431415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005934091,0.00022335663,0.9788404,0.001358324,0.00026762433,0.00017884697,0.0026584205,0.000069465,0.000799158,0.0023911793,0.000025746158,0.0072534066],"study_design_scores_gemma":[0.011738365,0.0063851457,0.9660837,0.00012716895,0.00094404473,0.00055219355,0.0066034226,0.001281554,0.0036627199,0.0020568618,0.000024373374,0.00054043386],"about_ca_topic_score_codex":0.00042322616,"about_ca_topic_score_gemma":0.000028813613,"teacher_disagreement_score":0.012756664,"about_ca_system_score_codex":0.00024113819,"about_ca_system_score_gemma":0.00012567127,"threshold_uncertainty_score":0.9996998},"labels":[],"label_agreement":null},{"id":"W3073644491","doi":"10.1016/j.sleep.2020.08.016","title":"Asleep at the controls and a potential problem in flights: is obstructive sleep apnea a public safety concern?","year":2020,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Obstructive sleep apnea; Apnea; Medicine; Sleep apnea; Sleep (system call); Medical emergency; Emergency medicine; Intensive care medicine; Aeronautics; Anesthesia; Computer science; Engineering","score_opus":0.026118813944380957,"score_gpt":0.2833684333368933,"score_spread":0.25724961939251234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3073644491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5558758,0.006566509,0.0025424098,0.41490486,0.0005625183,0.0054475944,0.00013472547,0.00022345454,0.01374217],"genre_scores_gemma":[0.98961836,0.00013423273,0.00033757428,0.008355325,0.0009813313,0.00016137492,0.000085154206,0.00007963614,0.0002470058],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9950958,0.00035618118,0.0009432071,0.0010776789,0.0015074947,0.0010196372],"domain_scores_gemma":[0.9972917,0.00043085506,0.00026277374,0.0006573096,0.00044552825,0.00091184484],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008604243,0.00051833765,0.0011239926,0.00027484712,0.00033792295,0.000048927875,0.0004201425,0.00024581904,0.0023142877],"category_scores_gemma":[0.0011069762,0.0003257715,0.00015358525,0.0011178737,0.0016538011,0.00026633232,0.0005017303,0.0010793274,0.00012269734],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023426509,0.0010505555,0.23480147,0.0016856057,0.005059913,0.003869124,0.05704219,0.00008644748,0.13349,0.011373809,0.011987292,0.51612705],"study_design_scores_gemma":[0.19158012,0.013293602,0.39775524,0.0010000889,0.003439851,0.0031629854,0.04027026,0.12109538,0.013119937,0.0056114253,0.20621635,0.0034547474],"about_ca_topic_score_codex":0.00018274004,"about_ca_topic_score_gemma":0.000075308,"teacher_disagreement_score":0.5126723,"about_ca_system_score_codex":0.00045815538,"about_ca_system_score_gemma":0.000072246665,"threshold_uncertainty_score":0.9999194},"labels":[],"label_agreement":null},{"id":"W3080532964","doi":"10.1136/bmjopen-2020-039655","title":"Does non-invasive ventilation change metabolic markers in children with obstructive sleep apnoea? A systematic review and meta-analysis study protocol","year":2020,"lang":"en","type":"review","venue":"BMJ Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"Medicine; Meta-analysis; Systematic review; Childhood obesity; Obesity; Intensive care medicine; Obstructive sleep apnea; Metabolic syndrome; Disease; MEDLINE; Pediatrics; Bioinformatics; Internal medicine; Overweight","score_opus":0.1494567110687694,"score_gpt":0.4593453294308901,"score_spread":0.3098886183621207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080532964","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000023645514,0.45606312,0.000005098177,0.00008752538,0.000007708003,0.54365206,0.000094843665,0.00001368683,0.00007356767],"genre_scores_gemma":[0.000028709073,0.22428787,0.00033375435,0.0001072265,0.00005600734,0.7748374,0.00013370477,0.00010308363,0.00011230521],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99225545,0.002519436,0.0019409023,0.001515336,0.0012891801,0.0004797215],"domain_scores_gemma":[0.99557763,0.0002539385,0.0018460436,0.0016520472,0.00034797034,0.00032234922],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0027534699,0.0009773648,0.016873296,0.00092759484,0.00009900642,0.00022732996,0.0009408608,0.00019544674,0.00037875603],"category_scores_gemma":[0.0007377279,0.00045779583,0.0014514449,0.003775607,0.000118642514,0.00043589983,0.001065082,0.0006757163,0.000044223678],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017531893,0.0002284168,0.0020576506,0.64496994,0.344856,0.00013123902,0.0002875104,9.028325e-8,2.446522e-8,0.0000053125823,0.000004078025,0.0072844303],"study_design_scores_gemma":[0.0018167566,0.00048661145,0.006587519,0.044203736,0.9447957,0.00013055299,0.0002797729,0.00000582074,6.100632e-7,0.000003356747,0.001090484,0.00059904176],"about_ca_topic_score_codex":0.00034894404,"about_ca_topic_score_gemma":0.00043563143,"teacher_disagreement_score":0.6007662,"about_ca_system_score_codex":0.00025467397,"about_ca_system_score_gemma":0.00029642135,"threshold_uncertainty_score":0.9997874},"labels":[],"label_agreement":null},{"id":"W3080761744","doi":"10.1111/joor.13077","title":"Effectiveness of different mandibular advancement device designs in obstructive sleep apnoea therapy: A systematic review of randomised controlled trials with meta‐analysis","year":2020,"lang":"en","type":"review","venue":"Journal of Oral Rehabilitation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Meta-analysis; Randomized controlled trial; Quality of evidence; MEDLINE; Physical therapy; Publication bias; Relative risk; Internal medicine; Confidence interval","score_opus":0.09670870073768092,"score_gpt":0.41432189535581926,"score_spread":0.3176131946181383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080761744","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005370454,0.9706413,0.004342022,0.00013737596,0.000054517528,0.024247963,0.000028364944,0.0000044085446,0.0000070042956],"genre_scores_gemma":[0.006849046,0.98714817,0.0041669607,0.000010252585,0.000022578246,0.001718588,0.00002945757,0.00005274829,0.0000022032712],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.96997136,0.020871632,0.0066802064,0.00040869424,0.0018214772,0.0002466287],"domain_scores_gemma":[0.9582098,0.028927522,0.009788531,0.0005143984,0.0023715172,0.00018822106],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.020618318,0.0006446875,0.038030498,0.0015400668,0.000023102759,0.000015307063,0.00030044807,0.00018180204,0.00009196738],"category_scores_gemma":[0.024892345,0.00030551408,0.00865949,0.0020940932,0.0001640522,0.00017399494,0.000033443932,0.000579198,9.221261e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024175318,0.0004216507,0.000030387904,0.730201,0.23508126,0.000025254334,0.00012838418,0.000024818173,0.0000805368,0.000036854188,2.7524223e-7,0.009794278],"study_design_scores_gemma":[0.050105747,0.00437671,0.00011526143,0.3573647,0.5873927,0.000029542576,0.0001429243,0.000034261127,0.00007967936,0.00006867412,0.00008627687,0.0002035363],"about_ca_topic_score_codex":0.000008629284,"about_ca_topic_score_gemma":0.0000024771746,"teacher_disagreement_score":0.37283626,"about_ca_system_score_codex":0.0007479023,"about_ca_system_score_gemma":0.00035382475,"threshold_uncertainty_score":0.9999397},"labels":[],"label_agreement":null},{"id":"W3081085189","doi":"10.1183/23120541.00093-2020","title":"Concomitant benzodiazepine and opioids decrease sleep apnoea risk in chronic pain patients","year":2020,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Joseph's Health Care; Western University; Women's College Hospital; University of Toronto; University Health Network","funders":"University Health Network Foundation; Women's College Hospital; Toronto Rehabilitation Institute","keywords":"Medicine; Polysomnography; Benzodiazepine; Opioid; Concomitant; Anesthesia; Chronic pain; Internal medicine; Physical therapy; Apnea","score_opus":0.07194853622853148,"score_gpt":0.38501819371999957,"score_spread":0.3130696574914681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081085189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798417,0.00092923583,0.0000937827,0.0066868626,0.00004350059,0.0044476027,0.000085668864,0.000031672706,0.007839982],"genre_scores_gemma":[0.9976347,0.00021814565,0.00084152474,0.00045270758,0.00021017977,0.00025616892,0.00009267471,0.000059951333,0.00023392554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99428475,0.0019240669,0.00045918176,0.0008589701,0.0014233633,0.0010496542],"domain_scores_gemma":[0.9963847,0.0010194647,0.00006589415,0.00057928363,0.00054209307,0.0014085633],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0052909553,0.00022724051,0.0005444208,0.00036139792,0.00024253751,0.00021423145,0.00075146183,0.00015152943,0.0015188293],"category_scores_gemma":[0.011181227,0.00019911655,0.000060603303,0.0012720736,0.00046401375,0.0002849259,0.001747863,0.0017032532,0.00031144978],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026056771,0.00047437949,0.81174546,0.00036570476,0.00014166582,0.000463726,0.0010466531,0.000008646216,0.0037828474,0.00046337198,0.004002615,0.17489924],"study_design_scores_gemma":[0.025568774,0.0068876157,0.8961401,0.00027125643,0.000042608266,0.000009469458,0.001303374,0.04004412,0.004673348,0.00053447054,0.024000054,0.0005247834],"about_ca_topic_score_codex":0.0022259925,"about_ca_topic_score_gemma":0.0003579598,"teacher_disagreement_score":0.17437446,"about_ca_system_score_codex":0.00078283984,"about_ca_system_score_gemma":0.0005368914,"threshold_uncertainty_score":0.99939394},"labels":[],"label_agreement":null},{"id":"W3081377198","doi":"10.1111/joor.13075","title":"The face of Dental Sleep Medicine in the 21st century","year":2020,"lang":"en","type":"review","venue":"Journal of Oral Rehabilitation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Sleep medicine; Sleep (system call); Medicine; Sleep Bruxism; Curriculum; Psychiatry; Sleep disorder; Psychology; Dentistry; Insomnia","score_opus":0.040817452295578364,"score_gpt":0.39245925148537636,"score_spread":0.351641799189798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081377198","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007626965,0.9891869,0.000016474063,0.0080931075,0.00039540915,0.001128432,0.000007040818,0.0000028900408,0.0004070553],"genre_scores_gemma":[0.007183203,0.99185103,0.00054359314,0.000036849407,0.00032367677,0.000015518923,0.0000098815635,0.000027274817,0.000008956862],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99574745,0.0010026802,0.0014958816,0.00016370327,0.001381993,0.00020830944],"domain_scores_gemma":[0.99456185,0.003499854,0.0010867472,0.0003010211,0.00043926845,0.00011125048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028853058,0.00021830857,0.0013707703,0.0003185067,0.00005639216,0.000016956217,0.00047283282,0.00014177171,0.000037951562],"category_scores_gemma":[0.0071092756,0.000094228824,0.0005490676,0.0008788653,0.00046093194,0.00011347465,0.000055662542,0.0012042242,0.000010580712],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014295876,0.00009395737,0.00023860463,0.0035903482,0.00015556048,0.000035325047,0.0013037364,6.7100194e-7,0.000016342341,0.00043043066,0.0003023581,0.9936897],"study_design_scores_gemma":[0.001135529,0.0027276976,0.002605607,0.005579149,0.0006934241,0.0003640498,0.016028523,0.000014381725,0.0000016551055,0.00014523325,0.9706186,0.00008613114],"about_ca_topic_score_codex":0.000015707667,"about_ca_topic_score_gemma":0.0000107285505,"teacher_disagreement_score":0.9936036,"about_ca_system_score_codex":0.00042970842,"about_ca_system_score_gemma":0.00019955491,"threshold_uncertainty_score":0.85109806},"labels":[],"label_agreement":null},{"id":"W3081993371","doi":"10.3390/metabo10090358","title":"Targeted Metabolomics Analysis on Obstructive Sleep Apnea Patients after Multilevel Sleep Surgery","year":2020,"lang":"en","type":"article","venue":"Metabolites","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Kuwait Foundation for the Advancement of Sciences","keywords":"Obstructive sleep apnea; Medicine; Internal medicine; Polysomnography; Anthropometry; Sleep apnea; Metabolic syndrome; Gastroenterology; Apnea–hypopnea index; Surgery; Apnea; Obesity","score_opus":0.022424880663015123,"score_gpt":0.2685760289085558,"score_spread":0.24615114824554069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081993371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99352545,0.0014761435,0.0019567835,0.000772161,0.0003956871,0.00079127634,0.00045123135,0.00017532975,0.00045593907],"genre_scores_gemma":[0.99251276,0.000028633774,0.004625481,0.0016576227,0.0003863154,0.0001523091,0.00046742734,0.00009786107,0.00007158616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99561214,0.00034968386,0.00079241284,0.0011025767,0.0012496851,0.00089350325],"domain_scores_gemma":[0.9967585,0.0006403979,0.0002465171,0.0007607048,0.00080530037,0.00078853604],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003499364,0.0005581858,0.0016405551,0.0009689899,0.00012840879,0.00007553672,0.0002757611,0.00021814488,0.0013636119],"category_scores_gemma":[0.0026833504,0.00047151084,0.001002812,0.0026198705,0.00024591238,0.00028802283,0.0002051601,0.00064694224,0.00046664444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020778086,0.0005274647,0.9169162,0.0000927055,0.0058615967,0.00007790542,0.00092478294,0.00008993424,0.003916183,0.00021277358,0.000096872616,0.06920577],"study_design_scores_gemma":[0.0017015395,0.00012683534,0.94345427,0.0000067632254,0.0029885215,0.0000012081949,0.00014632948,0.015219306,0.032477487,0.00005983455,0.0033720704,0.0004458376],"about_ca_topic_score_codex":0.000038416598,"about_ca_topic_score_gemma":0.0000026923224,"teacher_disagreement_score":0.06875993,"about_ca_system_score_codex":0.000114439106,"about_ca_system_score_gemma":0.000041389132,"threshold_uncertainty_score":0.9997737},"labels":[],"label_agreement":null},{"id":"W3081998980","doi":"10.1109/embc44109.2020.9176520","title":"A Smart Mandibular Advancement Device for Intraoral Cardiorespiratory Monitoring","year":2020,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Photoplethysmogram; Cardiorespiratory fitness; Computer science; Artificial intelligence; Biomedical engineering; Wireless; Medicine; Telecommunications; Internal medicine","score_opus":0.07155854986388449,"score_gpt":0.3508464194941606,"score_spread":0.27928786963027613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081998980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93441695,0.0011123904,0.04827042,0.007901982,0.00044723015,0.0023775587,0.00001812041,0.00023520378,0.0052201264],"genre_scores_gemma":[0.9846075,0.000010494906,0.013532114,0.0007634002,0.0007729692,0.00013527746,0.0000072543694,0.000030459569,0.00014054039],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99885976,0.000021919492,0.00017504892,0.0002851086,0.00034478185,0.00031337317],"domain_scores_gemma":[0.9992812,0.00004408628,0.000023663457,0.0001810726,0.00017156434,0.00029838138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013655543,0.00011601335,0.00023317919,0.000045085504,0.00005988661,0.000016463368,0.00008488826,0.000044363056,0.00013691359],"category_scores_gemma":[0.00012763565,0.000100649355,0.0000963765,0.00015412817,0.00003897705,0.00007927103,0.00006838656,0.00014260515,0.00007309147],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022724997,0.0001939588,0.506414,0.0013102482,0.0008542028,0.00023012784,0.00080266234,0.000054902423,0.27942514,0.0017148511,0.0014413734,0.20528601],"study_design_scores_gemma":[0.009129838,0.0025786895,0.05134739,0.00007810043,0.0002820155,0.000017619515,0.0016456683,0.0035573882,0.5401113,0.000076503915,0.39069664,0.0004788048],"about_ca_topic_score_codex":0.000008057053,"about_ca_topic_score_gemma":8.57022e-7,"teacher_disagreement_score":0.45506662,"about_ca_system_score_codex":0.00012038789,"about_ca_system_score_gemma":0.000036730224,"threshold_uncertainty_score":0.41043615},"labels":[],"label_agreement":null},{"id":"W3082446484","doi":"10.1109/embc44109.2020.9175694","title":"Relationship between Vowel Sound Features and Pharyngeal Airway Cross-Sectional Area during Normal Breathing","year":2020,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Vowel; Airway; Audiology; Articulation (sociology); Medicine; Phonation; Breathing; Supine position; Sleep apnea; Acoustics; Sound (geography); Speech recognition; Anatomy; Anesthesia; Computer science; Physics","score_opus":0.06464014159990178,"score_gpt":0.3377341733006138,"score_spread":0.273094031700712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082446484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904604,0.000102515136,0.000684607,0.0014994872,0.000055468026,0.00025574377,0.000025933732,0.00012652432,0.0067893085],"genre_scores_gemma":[0.9968337,0.0000010864034,0.00088895526,0.0001652151,0.00074379856,0.000008568536,0.00005124462,0.000026285245,0.001281149],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853146,0.000041049687,0.000231285,0.00038190273,0.00049735856,0.00031694258],"domain_scores_gemma":[0.999029,0.00030296054,0.00004241075,0.00013546692,0.000118104675,0.00037207294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017486699,0.00015063724,0.00020303424,0.000110556306,0.00034575324,0.00012037008,0.000083540675,0.00013111821,0.0004908356],"category_scores_gemma":[0.0004778593,0.00013355362,0.000072240895,0.00021578452,0.00016647704,0.00033434233,0.00014232616,0.0006553747,0.00005470102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020606714,0.000016063077,0.99711335,0.00011715764,0.0000618692,0.00005100136,0.00045892768,0.000010764038,0.001472959,0.00024075755,0.000060180817,0.00019091442],"study_design_scores_gemma":[0.0018705407,0.00011366029,0.9945537,0.000007287953,0.000032424847,0.00022407502,0.00008003926,0.00018006042,0.0026322491,0.00015844594,0.000023438837,0.00012411826],"about_ca_topic_score_codex":0.000057623558,"about_ca_topic_score_gemma":0.000010406602,"teacher_disagreement_score":0.006373285,"about_ca_system_score_codex":0.00009294277,"about_ca_system_score_gemma":0.00003099332,"threshold_uncertainty_score":0.54461586},"labels":[],"label_agreement":null},{"id":"W3082686337","doi":"10.1136/bmjopen-2020-039342","title":"Does obstructive sleep apnoea contribute to obesity, hypertension and kidney dysfunction in children? A systematic review protocol","year":2020,"lang":"en","type":"review","venue":"BMJ Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Obesity; Blood pressure; Intensive care medicine; Psychological intervention; Obstructive sleep apnea; Pediatrics; Internal medicine; Psychiatry","score_opus":0.054619105550312214,"score_gpt":0.409699494512596,"score_spread":0.3550803889622838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082686337","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000020954458,0.33078316,0.00002284007,0.00084384036,0.000099805206,0.66788805,0.0001350201,0.000037738082,0.00018742093],"genre_scores_gemma":[0.0000019320198,0.36307877,0.00036955054,0.0010888661,0.0001803809,0.63479954,0.00020662302,0.00010198175,0.00017236882],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9939935,0.0013991054,0.0017887428,0.0012743016,0.0009878638,0.0005564471],"domain_scores_gemma":[0.99648446,0.0002483791,0.00077829545,0.0012039196,0.00041741505,0.0008675363],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020604096,0.00075168133,0.0069863116,0.00038907464,0.00011043587,0.00019565581,0.00077008764,0.0003473364,0.0001375838],"category_scores_gemma":[0.0072291307,0.0004107641,0.00036555118,0.0012310419,0.000083625135,0.000252512,0.0019750071,0.0008158275,0.00026768076],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018944324,0.00012330867,0.0005110422,0.92177117,0.00073658006,0.00022289186,0.000023965587,1.7561426e-8,0.0000013554255,0.000033106568,0.00055811275,0.075828984],"study_design_scores_gemma":[0.003179407,0.00049053936,0.0006391808,0.875313,0.0038993347,0.0014948552,0.000024396617,0.000018168108,0.000002997247,0.000025261303,0.11427106,0.00064182497],"about_ca_topic_score_codex":0.00012877332,"about_ca_topic_score_gemma":0.000017868431,"teacher_disagreement_score":0.113712944,"about_ca_system_score_codex":0.0006696144,"about_ca_system_score_gemma":0.00052626856,"threshold_uncertainty_score":0.9998344},"labels":[],"label_agreement":null},{"id":"W3083220978","doi":"10.1016/j.aime.2020.04.022","title":"Sleep medicine education in US and Canadian orofacial pain residency programs","year":2020,"lang":"en","type":"article","venue":"The Journal of the American Dental Association","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Orofacial pain; Sleep medicine; Medicine; Oral medicine; Family medicine; Medical school; Dentistry; Medical education; Sleep disorder; Psychiatry; Physical therapy","score_opus":0.01136312388836628,"score_gpt":0.287140109542224,"score_spread":0.2757769856538577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083220978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93482715,0.00017275002,0.000013060023,0.06429564,0.00013448401,0.00027365045,0.000001364819,0.0000034424554,0.00027842913],"genre_scores_gemma":[0.99671143,0.000047071426,0.00006874131,0.0026706879,0.00041747646,0.0000021095004,0.0000019418972,0.000010059297,0.00007047693],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982466,0.00060969125,0.00029177594,0.000072380346,0.00058493135,0.00019461091],"domain_scores_gemma":[0.9988027,0.00016400787,0.0005563679,0.0000893756,0.00018338476,0.00020413705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016756599,0.00007697111,0.00022789947,0.000109780485,0.00009031831,0.000014760412,0.00017981735,0.00002748997,0.000022921458],"category_scores_gemma":[0.0021089818,0.000043757696,0.00004829034,0.0005841761,0.0001545878,0.00008360587,0.00003731812,0.00040572972,0.000004381615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015896383,0.000031479452,0.8901216,0.0000075524467,0.000052922973,0.000005656813,0.0012554856,0.000002663143,0.0020247186,0.000012229478,0.00061829016,0.105708465],"study_design_scores_gemma":[0.00057482434,0.0005891547,0.99331164,0.00004833858,0.00008697644,0.00006091983,0.0043125018,0.0002877927,0.00014268886,0.00014288325,0.00039795737,0.000044293432],"about_ca_topic_score_codex":0.034297116,"about_ca_topic_score_gemma":0.02951046,"teacher_disagreement_score":0.10566417,"about_ca_system_score_codex":0.0011929527,"about_ca_system_score_gemma":0.00033722783,"threshold_uncertainty_score":0.98819846},"labels":[],"label_agreement":null},{"id":"W3083934739","doi":"10.1164/rccm.202002-0363oc","title":"Development and Validation of SDBeasy Score as a Predictor of Behavioral Outcomes in Childhood","year":2020,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of British Columbia; University of Manitoba; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"CBCL; Medicine; Pediatrics; Child Behavior Checklist; Cohort; Confidence interval; Checklist; Logistic regression; Demography; Clinical psychology; Internal medicine; Psychology","score_opus":0.040216114266988234,"score_gpt":0.3573670111029911,"score_spread":0.31715089683600284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083934739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969655,0.001269533,0.000061161074,0.0014408653,0.000035588626,0.00014410687,0.000006189078,0.0000034539382,0.00007356344],"genre_scores_gemma":[0.9985137,0.0000131987235,0.00089977664,0.00046828057,0.00008948512,0.000002365533,0.0000016573351,0.000010886801,6.2610906e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982924,0.000110426256,0.00065987126,0.00014860621,0.00063345925,0.0001552711],"domain_scores_gemma":[0.9986586,0.00018838246,0.0001859641,0.000084676874,0.0004870411,0.00039534352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030924712,0.00011966554,0.0007116442,0.00021157213,0.000021796655,0.0000032363355,0.000072248076,0.000037796337,0.000045099587],"category_scores_gemma":[0.0012101941,0.000085724736,0.000045787212,0.00027104066,0.0010998847,0.00007918296,0.0000449475,0.0003104036,2.664597e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006113389,0.0001670356,0.9042944,0.00034137984,0.000054969812,0.00018586696,0.01050244,3.097765e-7,0.0093957605,0.00018023782,0.0000046979762,0.074261576],"study_design_scores_gemma":[0.004461166,0.017121837,0.91408336,0.0005884116,0.00024126816,0.00011954544,0.038589753,0.0000032389607,0.024416193,0.000032013177,0.00023265592,0.00011055068],"about_ca_topic_score_codex":0.000016953261,"about_ca_topic_score_gemma":0.0000019274985,"teacher_disagreement_score":0.074151024,"about_ca_system_score_codex":0.00003799809,"about_ca_system_score_gemma":0.00016850157,"threshold_uncertainty_score":0.4052571},"labels":[],"label_agreement":null},{"id":"W3085102461","doi":"10.1136/rapm-2020-101540","title":"Sleep-disordered breathing in patients on opioids for chronic pain","year":2020,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Western Hospital; University of Toronto; University Health Network","funders":"University Health Network Foundation","keywords":"Medicine; Opioid; Breathing; Chronic pain; Central sleep apnea; Positive airway pressure; Sleep apnea; Anesthesia; Sleep and breathing; Obstructive sleep apnea; Apnea; Physical therapy; Polysomnography; Internal medicine","score_opus":0.03063948820569354,"score_gpt":0.2855030814352162,"score_spread":0.2548635932295226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085102461","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46894968,0.0006540762,0.004378595,0.52337927,0.000015732543,0.0023945177,6.75854e-7,0.00012465025,0.0001027873],"genre_scores_gemma":[0.8889595,0.000039180235,0.0007002304,0.10863331,0.0010295518,0.00019331454,0.00025665323,0.00008790041,0.00010030993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966527,0.00056837115,0.0005069611,0.0006294598,0.0010381077,0.0006043566],"domain_scores_gemma":[0.99769926,0.001199157,0.00011989018,0.00031692686,0.00023082976,0.00043391896],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022612545,0.00032646922,0.0006469352,0.00026851337,0.00010268142,0.000009494622,0.00024747316,0.00016103177,0.00015864518],"category_scores_gemma":[0.0014195497,0.00025708877,0.00014404129,0.0005721508,0.00027549357,0.000069802525,0.000014809893,0.00044909967,0.0000344746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010654661,0.002133707,0.65683395,0.003740395,0.00040838862,0.001170148,0.0059199575,0.00026510435,0.003005667,0.00643173,0.07403449,0.23540178],"study_design_scores_gemma":[0.036174893,0.02959875,0.43091682,0.0021375879,0.00016256713,0.00009210864,0.0016183369,0.10400461,0.00027569666,0.0010958882,0.3929942,0.0009285379],"about_ca_topic_score_codex":0.000071014125,"about_ca_topic_score_gemma":0.000007305159,"teacher_disagreement_score":0.42000988,"about_ca_system_score_codex":0.00039734502,"about_ca_system_score_gemma":0.000094511604,"threshold_uncertainty_score":0.99998814},"labels":[],"label_agreement":null},{"id":"W3086504167","doi":"10.1371/journal.pone.0238402","title":"Automatic unsupervised respiratory analysis of infant respiratory inductance plethysmography signals","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Pattern recognition (psychology); Statistics; Mathematics; Respiratory system; Principal component analysis; Medicine; Computer science; Artificial intelligence; Internal medicine","score_opus":0.10653150240153196,"score_gpt":0.3030804589590517,"score_spread":0.19654895655751975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086504167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961371,0.0010777303,0.00005347392,0.00077606016,0.000011810185,0.00073414727,0.00006460687,0.00013838348,0.0010067147],"genre_scores_gemma":[0.99468285,0.000012046349,0.0025233072,0.0025319762,0.00011741578,0.00006336605,0.000018795983,0.00004396391,0.0000062609065],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99662167,0.0002718328,0.0007074671,0.00052456197,0.0014797489,0.00039473217],"domain_scores_gemma":[0.99782425,0.000255301,0.00022039269,0.0007112556,0.0005597415,0.00042908432],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049221,0.00022787141,0.0011220487,0.0010067916,0.0000612964,0.000017245136,0.00029581832,0.00014649809,0.0014223595],"category_scores_gemma":[0.0011927577,0.0002152176,0.00033755775,0.0048500965,0.0002894553,0.00013609766,0.00011991997,0.00048092514,0.000056148485],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000183416,0.00090674934,0.2619722,0.00065782294,0.008028008,0.00004581017,0.0007384764,0.000006401876,0.72621876,0.000081096114,0.000060426995,0.0011008324],"study_design_scores_gemma":[0.0028538213,0.0015722082,0.543002,0.00030716445,0.0075696725,4.2594328e-7,0.00044109533,0.011400765,0.43223146,0.000064030355,0.00015635531,0.0004010331],"about_ca_topic_score_codex":0.000015720996,"about_ca_topic_score_gemma":0.0000058307173,"teacher_disagreement_score":0.29398733,"about_ca_system_score_codex":0.00006972076,"about_ca_system_score_gemma":0.00012065023,"threshold_uncertainty_score":0.9994905},"labels":[],"label_agreement":null},{"id":"W3086696733","doi":"10.2147/nss.s267775","title":"&lt;p&gt;Dysfunction in Automatic Processing of Emotional Facial Expressions in Patients with Obstructive Sleep Apnea Syndrome: An Event-Related Potential Study&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Audiology; Event-related potential; Neurocognitive; Internal medicine; Electrophysiology; Cardiology; Apnea; Correlation; Neuropsychology; Polysomnography; Cognition; Psychiatry","score_opus":0.007622858997526629,"score_gpt":0.2626194091425364,"score_spread":0.25499655014500977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086696733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983978,0.000104310944,0.00014380246,0.00013940869,0.00012110367,0.0009329528,0.000016758344,0.000022147167,0.00012170792],"genre_scores_gemma":[0.999252,8.634715e-7,0.00065403315,0.000018365552,0.0000211458,0.000014204636,0.00002010638,0.000014752246,0.0000044790013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996805,0.00010495383,0.0004990632,0.0005997577,0.0016323,0.00035894022],"domain_scores_gemma":[0.99876577,0.000032710745,0.00022937277,0.00019467287,0.0005399672,0.00023750597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004354489,0.00019770594,0.00044232974,0.0006239151,0.0001541071,0.000030377885,0.000246223,0.00020396359,0.000053826927],"category_scores_gemma":[0.0003681106,0.00015315715,0.000040048435,0.0022423824,0.0006840732,0.0008233384,0.00013030983,0.0006756216,0.0000013494785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016550771,0.0030991067,0.76454234,0.0003761448,0.00010961425,0.00013931021,0.009198728,0.001604871,0.14230813,0.00016900856,0.000003326066,0.07679434],"study_design_scores_gemma":[0.0048386436,0.0017402011,0.94784653,0.00016050978,0.00004643857,0.000016381673,0.0010610394,0.04296974,0.0011117297,0.000069493966,6.973407e-7,0.00013859176],"about_ca_topic_score_codex":0.000008610431,"about_ca_topic_score_gemma":0.000018477152,"teacher_disagreement_score":0.18330419,"about_ca_system_score_codex":0.00011823029,"about_ca_system_score_gemma":0.00015409775,"threshold_uncertainty_score":0.6245567},"labels":[],"label_agreement":null},{"id":"W3086992184","doi":"10.3390/ijerph17186785","title":"Global Risk Factor Evaluation of Obstructive Sleep Apnea in Relation to Research Activity and Socioeconomic Factors","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Obesity; China; Environmental health; Global health; Population; Disadvantaged; Epidemiology; Medicine; Obstructive sleep apnea; Developing country; Geography; Public health; Economic growth; Socioeconomics; Economics","score_opus":0.12991309302190474,"score_gpt":0.4377667489163329,"score_spread":0.30785365589442815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086992184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98598933,0.000343839,0.00018485088,0.012377981,0.00007581597,0.000598903,0.00028230282,0.0000021574986,0.00014481257],"genre_scores_gemma":[0.99917984,0.00036896928,0.00022566172,0.000056746132,0.0001370029,0.000006903678,0.000010456613,0.00001090943,0.0000035141306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994505,0.0012982659,0.0004991532,0.00029717945,0.0029602502,0.0004401419],"domain_scores_gemma":[0.99766195,0.00055151887,0.00023497835,0.00010497356,0.00055481057,0.0008917514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057890215,0.000106350766,0.00029215807,0.0006491068,0.00011160732,0.00006184664,0.00021774748,0.00008626222,0.00034981273],"category_scores_gemma":[0.0026750169,0.00009554001,0.000050370363,0.00028711022,0.00041847024,0.00046758278,0.00027076926,0.00093322137,0.000008379891],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006872021,0.00026487533,0.71104527,0.000022419506,0.00013190687,0.00000761855,0.0020156652,0.000019306952,0.002720044,0.00012434303,0.000016187665,0.2829452],"study_design_scores_gemma":[0.0019223792,0.001580222,0.98935854,0.000021895656,0.0000044707845,0.000023372251,0.003365517,0.0023773324,0.0003412519,0.000794029,0.00015734704,0.00005362887],"about_ca_topic_score_codex":0.0004067369,"about_ca_topic_score_gemma":0.000078116514,"teacher_disagreement_score":0.28289154,"about_ca_system_score_codex":0.0028144252,"about_ca_system_score_gemma":0.00048572422,"threshold_uncertainty_score":0.7359624},"labels":[],"label_agreement":null},{"id":"W3088369659","doi":"10.22514/sv.2020.16.0069","title":"The Effect of Positive Airway Pressure Therapy on Sexual Life and Quality of Life in Women with Moderate or Severe Obstructive Sleep Apnea Syndrome","year":2020,"lang":"en","type":"article","venue":"Signa Vitae","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sexual function; Continuous positive airway pressure; Quality of life (healthcare); Sexual dysfunction; Body mass index; Erectile dysfunction; Apnea–hypopnea index; Internal medicine; Positive airway pressure; Apnea; Physical therapy; Polysomnography","score_opus":0.02233886552786097,"score_gpt":0.2863969404818105,"score_spread":0.26405807495394956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088369659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99659365,0.00064682995,0.000060406113,0.00064735045,0.000025363766,0.0015997764,0.0001290041,0.000022612372,0.0002749766],"genre_scores_gemma":[0.9995089,0.000014793917,0.00004937858,0.00019370043,0.000040043116,0.00010337887,0.0000058227006,0.000040761726,0.000043206113],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99719626,0.0008179104,0.00042323285,0.00046278612,0.00069587916,0.00040391443],"domain_scores_gemma":[0.9973874,0.0015325566,0.0002139839,0.00032952178,0.00019330462,0.00034323422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006551499,0.00027982905,0.0008647952,0.00008850491,0.00008503991,0.000020101339,0.00017986748,0.00012161851,0.00006870248],"category_scores_gemma":[0.00082529266,0.00015354193,0.000044030316,0.00043465706,0.0004550123,0.00011950429,0.000091299116,0.00047380163,0.000003390381],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5306591,0.0007360115,0.19029236,0.0033228123,0.0067940396,0.00028112272,0.044070274,0.0019012009,0.1644406,0.00038699337,0.00006761774,0.05704787],"study_design_scores_gemma":[0.030709924,0.058094632,0.80978376,0.00022709659,0.00013600057,0.00004141746,0.00950526,0.0043026274,0.0864749,0.00007710924,0.000022797483,0.00062447373],"about_ca_topic_score_codex":0.00015280428,"about_ca_topic_score_gemma":0.000018709323,"teacher_disagreement_score":0.6194914,"about_ca_system_score_codex":0.000066993845,"about_ca_system_score_gemma":0.00010339447,"threshold_uncertainty_score":0.6261258},"labels":[],"label_agreement":null},{"id":"W3088576166","doi":"10.1109/access.2020.3025808","title":"Machine Learning-Based Automatic Detection of Central Sleep Apnea Events From a Pressure Sensitive Mat","year":2020,"lang":"en","type":"article","venue":"IEEE Access","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Carleton University; Bruyère; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; AGE-WELL","keywords":"Computer science; Artificial intelligence; Support vector machine; Deep learning; Machine learning; Hyperparameter; Polysomnography; Resampling; Sleep apnea; Apnea; Medicine","score_opus":0.023576752870390107,"score_gpt":0.2988203064533267,"score_spread":0.27524355358293656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088576166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.967842,0.00012592731,0.02993783,0.00074933347,0.00024930807,0.0006963654,0.00010190184,0.00016076378,0.00013656891],"genre_scores_gemma":[0.9991653,0.000002437897,0.0002239812,0.00023951841,0.00022396288,0.000018684692,0.000059462902,0.000043434608,0.00002320348],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99810505,0.00022570351,0.00031322514,0.000376848,0.000629992,0.00034915705],"domain_scores_gemma":[0.9989274,0.00016964681,0.0001806965,0.00023869677,0.00020851535,0.0002750143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010483934,0.00019218249,0.00041233297,0.00011101103,0.000069820846,0.000028843842,0.00021640559,0.000116420764,0.0002683744],"category_scores_gemma":[0.0003748244,0.0001747428,0.00013017797,0.00040373742,0.000079837155,0.00020042888,0.00008280443,0.0004911456,0.000048039983],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033114776,0.00063537114,0.34619376,0.0017203586,0.0016953863,0.0003221807,0.0023081698,0.012033194,0.540486,0.0000048782185,0.00006395911,0.091225326],"study_design_scores_gemma":[0.0018999663,0.00024671576,0.12138004,0.00004404008,0.00020431384,0.0000044982153,0.000052895834,0.5431943,0.33274567,0.000015763428,0.00010389367,0.00010790551],"about_ca_topic_score_codex":0.00053779513,"about_ca_topic_score_gemma":0.00002802963,"teacher_disagreement_score":0.53116107,"about_ca_system_score_codex":0.000067196284,"about_ca_system_score_gemma":0.00003762048,"threshold_uncertainty_score":0.7125805},"labels":[],"label_agreement":null},{"id":"W3088913404","doi":"10.1080/08869634.2020.1823104","title":"Comparison of screening methods for obstructive sleep apnea in the context of dental clinics: A systematic review","year":2020,"lang":"en","type":"review","venue":"CRANIO®","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Epworth Sleepiness Scale; Pittsburgh Sleep Quality Index; Respiratory disturbance index; Body mass index; Physical therapy; Context (archaeology); Sleep medicine; Sleep apnea; Apnea; Population; Sleep study; Sleep disorder; Pediatrics; Internal medicine; Psychiatry; Sleep quality; Insomnia","score_opus":0.15900369147955984,"score_gpt":0.5146917701698079,"score_spread":0.3556880786902481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088913404","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000037547745,0.97205985,0.0136558665,0.00005876053,0.00014851488,0.013778592,0.00013185835,0.000014075619,0.00014873188],"genre_scores_gemma":[0.0005401932,0.9753107,0.022507286,0.00012328377,0.00010373263,0.001187575,0.00012465948,0.00009336247,0.000009237334],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9926005,0.0026087193,0.003221761,0.00054385094,0.00066401466,0.0003611503],"domain_scores_gemma":[0.990642,0.005927745,0.0019943053,0.0008880011,0.00042236326,0.00012554531],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003661274,0.00048853725,0.009134332,0.00027582824,0.000046162244,0.000014494271,0.0008364895,0.00029338038,0.000032528424],"category_scores_gemma":[0.006947411,0.00030508262,0.0016135343,0.0009857225,0.00030567375,0.00005630279,0.00017379543,0.0009767602,0.000011606233],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003736336,0.0000763311,0.000046857534,0.5552638,0.0006030257,0.0000058313326,0.0003779569,2.3569863e-8,0.0000019205634,0.00018790671,0.000011825654,0.44338715],"study_design_scores_gemma":[0.0019226936,0.0008430657,0.000028579507,0.91934115,0.018202037,0.00020249642,0.0074880435,0.0010177694,0.000030410883,0.000049030677,0.050445326,0.00042939032],"about_ca_topic_score_codex":0.000013485018,"about_ca_topic_score_gemma":0.0000036664153,"teacher_disagreement_score":0.44295776,"about_ca_system_score_codex":0.00016218884,"about_ca_system_score_gemma":0.00014202934,"threshold_uncertainty_score":0.99994016},"labels":[],"label_agreement":null},{"id":"W3089107906","doi":"10.5664/jcsm.8814","title":"Perspectives on primary care management of obstructive sleep apnea: a qualitative study of patients and health care providers","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; CLARITY; Stakeholder; Thematic analysis; Obstructive sleep apnea; Focus group; Nursing; Primary care; Qualitative research; Health care; Family medicine; Business; Public relations; Marketing","score_opus":0.07954389645412067,"score_gpt":0.45343901719333846,"score_spread":0.37389512073921777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089107906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98790026,0.0036267946,0.00015243911,0.0051773824,0.000281207,0.0018380275,0.00002534384,0.000010017788,0.0009885515],"genre_scores_gemma":[0.99720967,0.00023770856,0.0015418814,0.0005667093,0.00038238842,0.000008793201,0.000014112556,0.00003457155,0.0000041900466],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9936162,0.0008864869,0.0026513091,0.00050042296,0.002035425,0.00031015315],"domain_scores_gemma":[0.99369174,0.00085946184,0.002090636,0.0002996794,0.002350196,0.000708278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015399703,0.00029188028,0.0021263512,0.0002866135,0.00006690224,0.0000053458357,0.00026577478,0.00011281281,0.000037819074],"category_scores_gemma":[0.0015174162,0.00020003173,0.00026141317,0.00050157774,0.00076075736,0.00013755521,0.00017444504,0.0010321998,0.0000011827794],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012392785,0.0027736998,0.13695414,0.0035304811,0.002881118,0.00016873032,0.59773606,0.000010706957,0.000022035538,0.00018125508,0.00013920921,0.24320978],"study_design_scores_gemma":[0.016814012,0.040529188,0.3646559,0.0004138133,0.00043769978,0.0000036133854,0.57694477,0.00001483421,0.000021999775,0.000022467942,0.00005525377,0.00008644009],"about_ca_topic_score_codex":0.000041941523,"about_ca_topic_score_gemma":0.0000052738424,"teacher_disagreement_score":0.24312334,"about_ca_system_score_codex":0.00033669666,"about_ca_system_score_gemma":0.00012506776,"threshold_uncertainty_score":0.8157057},"labels":[],"label_agreement":null},{"id":"W3089108291","doi":"10.1101/2020.09.22.20199745","title":"The Association Between Obstructive Sleep Apnea Defined by 3 Percent Oxygen Desaturation or Arousal Definition and Self-Reported Cardiovascular Disease in the Sleep Heart Health Study","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; University of California, Davis; York University; National Cancer Institute; Case Western Reserve University; Strong; H2020 European Research Council; Jazz Pharmaceuticals; Johns Hopkins University; American Academy of Sleep Medicine Foundation; National Institutes of Health; Harmony Biosciences; University of Florida; U.S. Department of Defense; University of Minnesota; University of Washington; Patient-Centered Outcomes Research Institute; National Heart, Lung, and Blood Institute; University of Florida Foundation","keywords":"Medicine; Obstructive sleep apnea; Cardiology; Odds ratio; Internal medicine; Polysomnography; Heart failure; Diabetes mellitus; Logistic regression; Angina; Confidence interval; Stroke (engine); Physical therapy; Sleep apnea; Myocardial infarction; Apnea; Endocrinology","score_opus":0.043341811450036224,"score_gpt":0.30548352284490715,"score_spread":0.2621417113948709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089108291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98000646,0.0019667766,0.00045838387,0.010890608,0.00033744445,0.005989008,0.00016214213,0.0001384379,0.000050728457],"genre_scores_gemma":[0.9969767,0.00032082773,0.00041906766,0.00027128996,0.00045551622,0.00072790054,0.0007414752,0.00007839822,0.000008850613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99184567,0.0028175618,0.001013276,0.0012003053,0.0024230664,0.0007001102],"domain_scores_gemma":[0.9963926,0.0010243425,0.00052283535,0.0012024407,0.0004213965,0.00043636243],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0042110863,0.0005242545,0.0010533063,0.00017919183,0.00055986206,0.00025832836,0.00037563633,0.00028578792,0.000008428164],"category_scores_gemma":[0.0027630096,0.00033293755,0.000367979,0.0006073304,0.00011712795,0.0001224436,0.00044835103,0.0018686632,0.000016070055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006200494,0.0006544821,0.98049766,0.00032424717,0.0055492874,0.00015634317,0.0053791874,0.00006399892,0.000108299726,0.000037513142,0.000120044635,0.006488916],"study_design_scores_gemma":[0.0021960216,0.00047278954,0.98990697,0.00004767561,0.0018772666,0.000018822784,0.0021701946,0.0018475563,0.000024814222,0.0004268847,0.00071236474,0.00029864034],"about_ca_topic_score_codex":0.0007656845,"about_ca_topic_score_gemma":0.00013930968,"teacher_disagreement_score":0.016970202,"about_ca_system_score_codex":0.001530215,"about_ca_system_score_gemma":0.00033763674,"threshold_uncertainty_score":0.99991226},"labels":[],"label_agreement":null},{"id":"W3089699453","doi":"10.3760/cma.j.cn112137-20200224-00435","title":"[Relationship between cognitive impairment and sleep-related respiratory indexes in patients with obstructive sleep apnea].","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Obstructive sleep apnea; Polysomnography; Internal medicine; Correlation; Respiratory disturbance index; Sleep apnea; Apnea; Physical therapy; Cognitive impairment","score_opus":0.03313618918574977,"score_gpt":0.2585780265042811,"score_spread":0.2254418373185313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089699453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947735,0.00013586442,0.00006149499,0.00073151785,0.000042530697,0.0033259455,0.00006873917,0.00007324742,0.00078712817],"genre_scores_gemma":[0.9986973,3.555225e-7,0.00007128013,0.00026684278,0.00010340585,0.0007255049,0.00007432406,0.000048733687,0.000012294073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757326,0.00020433185,0.00040708084,0.0005755793,0.0006527878,0.00058696937],"domain_scores_gemma":[0.9984193,0.00044503427,0.00013775974,0.00017390276,0.00025314098,0.00057089207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030297274,0.00025476943,0.00042177938,0.0003054412,0.00009735488,0.0000328798,0.00009829387,0.00017371654,0.000025949837],"category_scores_gemma":[0.0009834529,0.00021878586,0.00004787015,0.00084825227,0.0003302487,0.00026143042,0.00013349719,0.0007137033,0.000021289561],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010870957,0.000121674115,0.94264436,0.0000646646,0.00022255201,0.000026279145,0.0009611092,0.0000031561226,0.0000012941715,0.000054220713,0.000006491106,0.05480712],"study_design_scores_gemma":[0.0103158625,0.0005318361,0.9880285,0.000020770856,0.00017807762,0.000001612766,0.00036159524,0.00005184451,0.00014604889,0.00012013282,0.000020094885,0.00022360276],"about_ca_topic_score_codex":0.000016519993,"about_ca_topic_score_gemma":0.0000047503663,"teacher_disagreement_score":0.054583516,"about_ca_system_score_codex":0.00023814928,"about_ca_system_score_gemma":0.000029908022,"threshold_uncertainty_score":0.8921829},"labels":[],"label_agreement":null},{"id":"W3089703600","doi":"10.1101/2020.09.29.20199893","title":"Discovery of genomic loci associated with sleep apnoea risk through multi-trait GWAS analysis with snoring","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; University of Queensland; Queensland University of Technology; Government of Canada; Australian Government; Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"Genome-wide association study; Phenome; Cohort; Genetic association; Twin study; Etiology; Medicine; Quantitative trait locus; Biology; Genetics; Bioinformatics; Heritability; Internal medicine; Single-nucleotide polymorphism; Genotype; Phenotype; Gene","score_opus":0.03791939403791616,"score_gpt":0.2996316393384429,"score_spread":0.2617122453005267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089703600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9563222,0.0003542289,0.04047384,0.0002963773,0.00009208709,0.0012105607,0.00051302987,0.00012629236,0.00061139866],"genre_scores_gemma":[0.99131465,0.00008641323,0.0073795314,0.000044086373,0.00016890737,0.00010232375,0.0005561709,0.00015364245,0.00019425222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99537313,0.00038794233,0.00075590075,0.001370024,0.0014158473,0.00069716],"domain_scores_gemma":[0.9966231,0.00028950637,0.0009603987,0.0013319304,0.00053784036,0.00025722894],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060392777,0.0006683221,0.0019983868,0.0004828737,0.00011510786,0.000082259685,0.0005998919,0.00038879915,0.0001335314],"category_scores_gemma":[0.0006189072,0.00049539196,0.0005925734,0.0015523751,0.00053313025,0.00017778378,0.00074714795,0.0021812948,0.000022055629],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008990978,0.00041278516,0.9609175,0.00047925673,0.022693079,0.00033604525,0.0015703929,0.0056153666,0.006500808,0.000027883527,0.0000056287813,0.0005422116],"study_design_scores_gemma":[0.0034988476,0.000520126,0.9642225,0.0002479189,0.010155098,0.000008363668,0.00047090385,0.012395962,0.007853579,0.00005976823,0.000022505206,0.00054446235],"about_ca_topic_score_codex":0.0012447506,"about_ca_topic_score_gemma":0.0008560824,"teacher_disagreement_score":0.034992486,"about_ca_system_score_codex":0.000552944,"about_ca_system_score_gemma":0.00025057557,"threshold_uncertainty_score":0.9997498},"labels":[],"label_agreement":null},{"id":"W3090005417","doi":"10.1007/s11325-020-02200-3","title":"Serum matrix metalloproteinase-2 as a predictor of level of hypoxemia and severity of obstructive sleep apnea","year":2020,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Royal University Hospital; University of Saskatchewan","funders":"","keywords":"Medicine; Obstructive sleep apnea; Hypoxemia; Internal medicine; Polysomnography; Confounding; Neurology; Biomarker; Hypoxia (environmental); Sleep apnea; Cardiology; Gastroenterology; Apnea","score_opus":0.0373641995225554,"score_gpt":0.29201979711515,"score_spread":0.2546555975925946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090005417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960845,0.0008571299,0.0009189475,0.00050274,0.000047274305,0.00062927394,0.00025914828,0.00002486865,0.00067613344],"genre_scores_gemma":[0.9933746,0.000025444919,0.0064012227,0.000044964203,0.00007283925,0.00000997247,0.00000999689,0.000027737944,0.00003322432],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99817747,0.00008798752,0.0004964639,0.0003963891,0.00056908187,0.00027259055],"domain_scores_gemma":[0.9987744,0.00013430387,0.0002567477,0.00024640674,0.00031134626,0.00027679824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002888038,0.00021741357,0.0007299979,0.00014076724,0.000056622423,0.0000102005,0.00012666507,0.00014992198,0.00008689477],"category_scores_gemma":[0.00047483237,0.00018964613,0.00012103429,0.000327533,0.0004394209,0.00019557173,0.00026397404,0.00032584206,0.0000016849474],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027107792,0.00034148747,0.23523489,0.0052785296,0.0020798398,0.00017766202,0.012635219,0.000008964458,0.5838855,0.0021052102,0.000012301575,0.15552962],"study_design_scores_gemma":[0.007123482,0.0019533802,0.45840117,0.00031095854,0.0009382942,0.00037012488,0.0047492306,0.00918292,0.51496005,0.0015373512,0.000083357976,0.00038969915],"about_ca_topic_score_codex":0.00028325155,"about_ca_topic_score_gemma":0.0000040163422,"teacher_disagreement_score":0.22316627,"about_ca_system_score_codex":0.00003272073,"about_ca_system_score_gemma":0.00004143152,"threshold_uncertainty_score":0.7733545},"labels":[],"label_agreement":null},{"id":"W3090481683","doi":"10.1213/ane.0000000000005195","title":"Predicting Perioperative Respiratory Adverse Events in Children With Sleep-Disordered Breathing","year":2020,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Odds ratio; Polysomnography; Perioperative; Continuous positive airway pressure; Anesthesia; Confidence interval; Incidence (geometry); Cohort; Positive airway pressure; Obstructive sleep apnea; Intubation; Sleep apnea; Apnea; Internal medicine","score_opus":0.01651641175366178,"score_gpt":0.2642618242443151,"score_spread":0.24774541249065332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090481683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951986,0.0002178002,0.000112110836,0.0027733173,0.0000057138786,0.0010088359,0.000001960875,0.00011498967,0.00056665804],"genre_scores_gemma":[0.9972795,0.0000075865996,0.0006974191,0.0016781819,0.00014743798,0.000056602727,0.000024697867,0.00007079937,0.000037735987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975694,0.0002247704,0.00036461567,0.0006454646,0.00066867407,0.0005270906],"domain_scores_gemma":[0.9990006,0.00004626089,0.00010747163,0.00033705277,0.00014853165,0.00036004608],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028116998,0.0003078467,0.00048036524,0.00021463538,0.00015042665,0.0000130020735,0.00022112326,0.00012801947,0.00014362448],"category_scores_gemma":[0.00012757712,0.0002587128,0.00010159696,0.0008227585,0.00013732952,0.00028281624,0.000052409512,0.0006127653,0.00007573481],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052490726,0.00011588039,0.993146,0.000037939113,0.00018448949,0.0007029729,0.0023221865,0.000120361045,0.0010087956,0.00008640681,0.000007868652,0.0017421608],"study_design_scores_gemma":[0.0035729744,0.00087460276,0.9890159,0.000092889,0.000096990465,0.0005467477,0.0015554699,0.0030083817,0.0008321004,0.0000054576685,0.0001389218,0.00025958102],"about_ca_topic_score_codex":0.00021845904,"about_ca_topic_score_gemma":0.00003797588,"teacher_disagreement_score":0.0041301483,"about_ca_system_score_codex":0.00014953747,"about_ca_system_score_gemma":0.00012643647,"threshold_uncertainty_score":0.9999865},"labels":[],"label_agreement":null},{"id":"W3090664819","doi":"10.1513/annalsats.202007-864st","title":"The Importance of Mask Selection on Continuous Positive Airway Pressure Outcomes for Obstructive Sleep Apnea. An Official American Thoracic Society Workshop Report","year":2020,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"Medical Center, University of Pittsburgh; Faculty of Medicine and Health, University of Sydney; University of Illinois at Urbana-Champaign; Universiteit Antwerpen; University of Pittsburgh","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Sleep apnea; Selection (genetic algorithm); Positive airway pressure; Intensive care medicine; Sleep (system call); Cardiology","score_opus":0.06271475390343385,"score_gpt":0.4088875772524685,"score_spread":0.34617282334903465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090664819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97046846,0.00022390496,0.0044539655,0.022002494,0.00017275341,0.0021143467,0.00026646152,0.000104886734,0.00019269873],"genre_scores_gemma":[0.98972356,0.00008412567,0.0057533584,0.0035409601,0.00038373005,0.00012613913,0.000039528753,0.00010081293,0.0002477843],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99570954,0.0004704816,0.00092467276,0.0008730076,0.001227209,0.0007951075],"domain_scores_gemma":[0.99363434,0.0012342382,0.002375543,0.0009844113,0.0014697211,0.0003017399],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011777299,0.00047437107,0.001329236,0.000037279875,0.00055250566,0.00004540628,0.000715654,0.00013430485,0.000012326359],"category_scores_gemma":[0.0015322851,0.00031004025,0.0017049202,0.0016561062,0.0030924994,0.00018414995,0.00024578307,0.0008717762,0.000001944193],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011019242,0.0010361092,0.45665348,0.00043419932,0.008326707,0.000017846316,0.01561128,0.0006481571,0.020050693,0.00032828728,0.0060767066,0.4797973],"study_design_scores_gemma":[0.0014218466,0.0062027443,0.73759264,0.00015869872,0.0015935184,0.000084587795,0.07361355,0.021251509,0.15358366,0.0005312467,0.0029666573,0.0009993641],"about_ca_topic_score_codex":0.00016768186,"about_ca_topic_score_gemma":0.000029741965,"teacher_disagreement_score":0.47879794,"about_ca_system_score_codex":0.00010071446,"about_ca_system_score_gemma":0.00021918981,"threshold_uncertainty_score":0.99993515},"labels":[],"label_agreement":null},{"id":"W3091412683","doi":"10.2337/dc20-1096","title":"The Impact of Empagliflozin on Obstructive Sleep Apnea and Cardiovascular and Renal Outcomes: An Exploratory Analysis of the EMPA-REG OUTCOME Trial","year":2020,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Center for Advancing Translational Sciences; Eli Lilly and Company; Boehringer Ingelheim","keywords":"Empagliflozin; Medicine; Internal medicine; Placebo; Obstructive sleep apnea; Discontinuation; Diabetes mellitus; Type 2 diabetes; Cardiology; Endocrinology","score_opus":0.03230180801926258,"score_gpt":0.31204404812236214,"score_spread":0.27974224010309956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091412683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975167,0.0010373322,0.000005535596,0.00016754883,0.00007391549,0.0008222853,0.0002840181,0.000017539855,0.000075106895],"genre_scores_gemma":[0.99972486,0.000011642705,0.000027798453,0.000059174796,0.00008362947,0.00003461016,0.000026967407,0.000029059434,0.0000022367285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975502,0.00046116434,0.00044583183,0.0004349895,0.0007798794,0.00032791722],"domain_scores_gemma":[0.9979119,0.00041976827,0.00017103589,0.0008735934,0.00035911644,0.00026461604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041298705,0.0002618256,0.0011078216,0.00019314881,0.00014549406,0.000029125853,0.00025927377,0.00010782394,0.000015576426],"category_scores_gemma":[0.0009444256,0.00013572938,0.0010661925,0.0009120901,0.0005142267,0.00010804925,0.00019370264,0.00034232083,0.0000014732784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016338187,0.000039106613,0.97194964,0.00007909166,0.0093037775,0.0000041870835,0.005169848,0.00023151374,0.00142624,0.000014892288,0.000005278125,0.010142613],"study_design_scores_gemma":[0.0095188,0.0014801059,0.9678403,0.000016019267,0.003197594,3.8450202e-7,0.0115797175,0.0019009243,0.004287034,0.00001576947,0.000016360571,0.00014696825],"about_ca_topic_score_codex":0.00003351781,"about_ca_topic_score_gemma":0.000016295542,"teacher_disagreement_score":0.009995645,"about_ca_system_score_codex":0.00008930255,"about_ca_system_score_gemma":0.000045647535,"threshold_uncertainty_score":0.5534883},"labels":[],"label_agreement":null},{"id":"W3091580130","doi":"10.1016/j.resp.2020.103557","title":"Impact of obstructive sleep apnea on cardiopulmonary performance, endothelial dysfunction, and pulmonary hypertension during exercise","year":2020,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health","keywords":"Medicine; Endothelial dysfunction; Cardiology; Internal medicine; Obstructive sleep apnea; Pulmonary hypertension; Diastole; Sleep apnea; Exercise intolerance; Heart failure; Blood pressure","score_opus":0.022750824199282538,"score_gpt":0.25824328628866944,"score_spread":0.2354924620893869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091580130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982445,0.0002733463,0.0000022106487,0.000092534734,0.00023553557,0.00061204244,0.00006375425,0.00008320337,0.00039283204],"genre_scores_gemma":[0.99887854,0.00009794209,0.000020168694,0.00045765485,0.0004058842,0.000040399704,0.00003076719,0.000059230973,0.000009396361],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9975741,0.0003394572,0.00045730945,0.0008940511,0.0001812313,0.0005538641],"domain_scores_gemma":[0.9986213,0.00016185561,0.00018837713,0.00047661713,0.00024182371,0.00031007058],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000095135474,0.0003886617,0.0009800579,0.00026992452,0.00016537095,0.00000413179,0.00017079896,0.0002936868,0.0000829445],"category_scores_gemma":[0.00014601651,0.0003093413,0.0002801226,0.00036458578,0.00075178646,0.00011726388,0.00024981372,0.00069142826,0.00006087282],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008089097,0.00015160923,0.09952348,0.00018309515,0.00020313714,0.00013183104,0.000051369592,0.00020809943,0.884612,0.000010950917,0.000017158274,0.0068181604],"study_design_scores_gemma":[0.0019435551,0.0040391483,0.9316765,0.000030208803,0.000103609855,0.00024459907,0.000038854047,0.00072608097,0.060852583,0.000014455181,0.000120861,0.00020953965],"about_ca_topic_score_codex":0.000010492088,"about_ca_topic_score_gemma":1.04123224e-7,"teacher_disagreement_score":0.832153,"about_ca_system_score_codex":0.000081041806,"about_ca_system_score_gemma":0.0000651111,"threshold_uncertainty_score":0.99993587},"labels":[],"label_agreement":null},{"id":"W3091895395","doi":"10.1183/23120541.00141-2020","title":"An evaluation of rural–urban disparities in treatment outcomes for obstructive sleep apnoea: study protocol for a prospective cohort study","year":2020,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services; University of Alberta; University of Calgary","funders":"Alberta Health Services","keywords":"Medicine; Psychological intervention; Continuous positive airway pressure; Cohort; Prospective cohort study; Residence; Quality of life (healthcare); Cohort study; Rural area; Socioeconomic status; Physical therapy; Emergency medicine; Intensive care medicine; Environmental health; Obstructive sleep apnea; Population; Demography; Internal medicine; Nursing","score_opus":0.2409789484815112,"score_gpt":0.5361668901471015,"score_spread":0.2951879416655903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091895395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51377904,0.0000033728213,0.000026459165,0.00039570403,0.000018521721,0.4852368,0.000052888223,0.0000147663195,0.0004724427],"genre_scores_gemma":[0.51717764,1.2755761e-7,0.00030738406,0.0000068542026,0.000063493455,0.4822823,0.000023706749,0.000038861577,0.00009966219],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993121,0.0016372794,0.0007336403,0.00092362805,0.0028020546,0.00078239234],"domain_scores_gemma":[0.9943616,0.0008254564,0.0001483811,0.0008136666,0.0035215484,0.0003293681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071215974,0.00032344635,0.0010859183,0.00043379466,0.0002947064,0.00019125418,0.00074381975,0.00009455727,0.00016358765],"category_scores_gemma":[0.002642012,0.00024265886,0.0001340863,0.00094660814,0.00026070426,0.0004971448,0.0004140064,0.00041368976,0.000008291543],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012575257,0.0113836,0.95476687,0.00019185182,0.0009199623,0.000010157271,0.011859008,0.000025065397,0.0003420411,0.00028011212,0.000065597815,0.007580459],"study_design_scores_gemma":[0.044186503,0.031797994,0.8658938,0.000035119207,0.00018823064,9.4266386e-7,0.049885236,0.005587642,0.0016453494,0.0005620348,0.00003368968,0.00018349627],"about_ca_topic_score_codex":0.0025835575,"about_ca_topic_score_gemma":0.0013314855,"teacher_disagreement_score":0.088873126,"about_ca_system_score_codex":0.0015872672,"about_ca_system_score_gemma":0.0005698372,"threshold_uncertainty_score":0.98953414},"labels":[],"label_agreement":null},{"id":"W3092528162","doi":"10.1002/lio2.452","title":"Does nasal surgery improve multilevel surgical outcome in obstructive sleep apnea<scp>:</scp> A multicenter study on 735 patients","year":2020,"lang":"en","type":"article","venue":"Laryngoscope Investigative Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Nose; Medicine; Sleep apnea; Surgery; Obstructive sleep apnea; Anesthesia","score_opus":0.040983296342515296,"score_gpt":0.3061558536620563,"score_spread":0.265172557319541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092528162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907943,0.000044667475,0.00003732407,0.0015796392,0.0009909095,0.005083043,0.00023272895,0.00021736244,0.0010200243],"genre_scores_gemma":[0.9946769,0.000004130654,0.0007495102,0.0029865273,0.0004058378,0.0006717761,0.00016795931,0.00019048047,0.00014688556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9916304,0.0016974326,0.0016504839,0.002127505,0.0012676232,0.0016265981],"domain_scores_gemma":[0.9931734,0.0035029324,0.0005185403,0.000790945,0.0006367907,0.0013774001],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00070299144,0.0010063169,0.0021618158,0.00075189,0.00020931663,0.000073054376,0.0005741213,0.0005522392,0.00015391462],"category_scores_gemma":[0.01047418,0.00071842334,0.00041172706,0.0011783933,0.0015031872,0.0005135647,0.0007382501,0.0024038285,0.00051052705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096590805,0.0025710834,0.98158854,0.00021162111,0.0005090289,0.002205458,0.006266884,0.000006614813,0.0044191875,0.00012392642,0.000104036444,0.0010277268],"study_design_scores_gemma":[0.012389554,0.0027155299,0.9653262,0.0000824625,0.00013116168,0.000014393934,0.0029031585,0.0024001491,0.01286608,0.00010856344,0.0006885187,0.0003742308],"about_ca_topic_score_codex":0.00024034893,"about_ca_topic_score_gemma":0.00007166063,"teacher_disagreement_score":0.016262328,"about_ca_system_score_codex":0.00045977917,"about_ca_system_score_gemma":0.00017904304,"threshold_uncertainty_score":0.99989766},"labels":[],"label_agreement":null},{"id":"W3094022233","doi":"10.5664/jcsm.8918","title":"Feasibility of unattended home sleep apnea testing in a cognitively impaired clinic population","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Heart and Stroke Foundation; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Dementia; Sleep apnea; Obstructive sleep apnea; Cognitive impairment; Cognition; Population; Physical therapy; Pediatrics; Audiology; Internal medicine; Psychiatry; Disease","score_opus":0.22773356963352245,"score_gpt":0.4574954648688,"score_spread":0.22976189523527754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094022233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98351073,0.00034958922,0.0007401405,0.013271725,0.00054171664,0.0007074377,0.000009717793,0.000025166604,0.00084375223],"genre_scores_gemma":[0.9939545,0.00003168496,0.0026329115,0.0012278263,0.0020888543,0.0000030905214,0.000011686413,0.000039213643,0.000010269312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9913833,0.0008837964,0.00514671,0.00047846526,0.0016489824,0.0004587413],"domain_scores_gemma":[0.9892804,0.0051321443,0.0023439145,0.00033105703,0.0018939754,0.0010184929],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007510467,0.0002847657,0.0024459325,0.00039111846,0.000041065257,0.000007573727,0.00034230427,0.00031438787,0.0005589331],"category_scores_gemma":[0.06526951,0.00020554155,0.00048174127,0.001423666,0.00062907115,0.00023028818,0.00012835479,0.0020541851,0.000021012123],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005880938,0.00077478,0.8754272,0.00025594095,0.00022457092,0.00040324597,0.00025611918,0.000010261616,0.0016109915,0.000010050954,0.00009080135,0.11505514],"study_design_scores_gemma":[0.021332266,0.008285875,0.9611258,0.0005270283,0.00040162928,0.00013714544,0.00063434255,0.006673593,0.00011385986,0.00058144215,0.00003244896,0.00015459194],"about_ca_topic_score_codex":0.00006456154,"about_ca_topic_score_gemma":0.0000074579925,"teacher_disagreement_score":0.114900544,"about_ca_system_score_codex":0.00015300573,"about_ca_system_score_gemma":0.0001691482,"threshold_uncertainty_score":0.9426041},"labels":[],"label_agreement":null},{"id":"W3094224775","doi":"10.2196/23123","title":"Myofunctional Therapy App for Severe Apnea–Hypopnea Sleep Obstructive Syndrome: Pilot Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; Randomized controlled trial; Pittsburgh Sleep Quality Index; Hypopnea; Apnea–hypopnea index; Physical therapy; Apnea; Polysomnography; Internal medicine; Sleep quality; Insomnia","score_opus":0.0628016641361659,"score_gpt":0.3659577968329302,"score_spread":0.30315613269676434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094224775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93939096,0.0023025076,0.0022918216,0.019634288,0.0010449925,0.033968057,0.00012738442,0.00023362116,0.0010063836],"genre_scores_gemma":[0.98577523,0.00041953987,0.00151423,0.005329161,0.0014487284,0.005037207,0.00013019689,0.00008418688,0.00026148828],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99538654,0.000680404,0.0012043815,0.0008768715,0.00085661636,0.0009951767],"domain_scores_gemma":[0.9953842,0.0018624678,0.00048828975,0.00031339953,0.00043982174,0.0015118261],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001694668,0.00045620545,0.0028517928,0.00023140477,0.0004826853,0.000053075197,0.00015619196,0.0002144097,0.00028116247],"category_scores_gemma":[0.0010493558,0.00033273952,0.00050014904,0.00040225117,0.00037858196,0.00015047702,0.000053920056,0.00072929997,0.000032499072],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9817897,0.00043401646,0.00024203629,0.001001451,0.0005340019,0.000015542126,0.0006776246,0.000002914543,0.00006320854,0.0015128708,0.00054582086,0.013180807],"study_design_scores_gemma":[0.9805088,0.009216849,0.0027993056,0.000023158429,0.0003027136,0.0001513485,0.0003795887,0.0040380056,0.000014756453,0.0007536689,0.0015419476,0.00026987263],"about_ca_topic_score_codex":0.000050994786,"about_ca_topic_score_gemma":0.000002356192,"teacher_disagreement_score":0.046384316,"about_ca_system_score_codex":0.00022451267,"about_ca_system_score_gemma":0.0006693336,"threshold_uncertainty_score":0.99991244},"labels":[],"label_agreement":null},{"id":"W3094279933","doi":"10.5664/jcsm.8910","title":"Cognitive profiles in obstructive sleep apnea and their relationship with intermittent hypoxemia and sleep fragmentation","year":2020,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Montreal Clinical Research Institute","funders":"","keywords":"Hypoxemia; Medicine; Obstructive sleep apnea; Sleep apnea; Polysomnography; Hypopnea; Apnea; Intermittent hypoxia; Population; Cardiology; Physical therapy; Internal medicine","score_opus":0.07342534386278826,"score_gpt":0.379230103917413,"score_spread":0.30580476005462476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094279933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54533875,0.0025380948,0.0015316769,0.4476989,0.000759512,0.001492738,0.000041947646,0.000025142319,0.0005732584],"genre_scores_gemma":[0.8950914,0.00035625708,0.0012837234,0.09533731,0.0075623,0.000037488888,0.00015344238,0.00011766318,0.00006040489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932708,0.0009786492,0.0029566176,0.0008194456,0.0014275032,0.0005469954],"domain_scores_gemma":[0.988399,0.0073632086,0.002129464,0.00029919366,0.0011510834,0.00065801444],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018774046,0.00066377985,0.00267724,0.0007878515,0.000105900355,0.000042946318,0.00026245302,0.0009017884,0.00014515698],"category_scores_gemma":[0.009420137,0.00040577748,0.00025513524,0.00058780727,0.0019267466,0.00031897734,0.00017989035,0.008928541,0.000008247847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007998405,0.00029062948,0.65264803,0.0011079217,0.002577702,0.007340845,0.0028951166,0.0000030249323,0.000111297486,0.000032241158,0.01125092,0.31374386],"study_design_scores_gemma":[0.024842193,0.011122499,0.94045436,0.004019123,0.0022429123,0.002663673,0.0053056036,0.001556584,0.000108660475,0.0014316152,0.005644417,0.0006083284],"about_ca_topic_score_codex":0.000021723781,"about_ca_topic_score_gemma":0.000009848073,"teacher_disagreement_score":0.35236156,"about_ca_system_score_codex":0.00021167079,"about_ca_system_score_gemma":0.00014634855,"threshold_uncertainty_score":0.9998394},"labels":[],"label_agreement":null},{"id":"W3094545411","doi":"10.5664/jcsm.8922","title":"Impact of the COVID-19 pandemic on obstructive sleep apnea: recommendations for symptom management","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Mount Sinai Hospital; McGill University","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Obstructive sleep apnea; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sleep apnea; Sleep (system call); Intensive care medicine; Emergency medicine; Internal medicine; Virology; Disease; Outbreak","score_opus":0.19335494541818332,"score_gpt":0.49278259192957735,"score_spread":0.29942764651139403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094545411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78444666,0.00031769444,0.017351331,0.1912155,0.002160786,0.0022796846,0.00008508163,0.000038123533,0.0021051404],"genre_scores_gemma":[0.9884439,0.00018898839,0.00184501,0.007328913,0.0020684032,0.000015117354,0.000012042925,0.00003730466,0.00006028958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953378,0.000442222,0.0023524456,0.00034651524,0.001153624,0.00036738848],"domain_scores_gemma":[0.99214166,0.0038556245,0.0015758076,0.00045651576,0.0007807821,0.0011896106],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0028516687,0.00025673246,0.001309087,0.0002160196,0.00012078064,0.000008269004,0.00056000106,0.00018341046,0.0006403257],"category_scores_gemma":[0.017137438,0.00013568561,0.0010440095,0.0006359987,0.0006205921,0.0000996538,0.0001451728,0.0012406772,0.000009284914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01202646,0.00096291286,0.6941805,0.00042993992,0.0045103324,0.00009610414,0.0010306184,0.0003337998,0.00057556824,0.0011292035,0.021295154,0.2634294],"study_design_scores_gemma":[0.04216605,0.023743656,0.8820461,0.00047977566,0.0025652843,0.00037969154,0.0018557576,0.0036673222,0.000109966975,0.0025608018,0.04011285,0.00031271536],"about_ca_topic_score_codex":0.000013848264,"about_ca_topic_score_gemma":0.000002391698,"teacher_disagreement_score":0.2631167,"about_ca_system_score_codex":0.00038952357,"about_ca_system_score_gemma":0.0001889692,"threshold_uncertainty_score":0.9911416},"labels":[],"label_agreement":null},{"id":"W3094863161","doi":"10.5664/jcsm.8940","title":"Diagnostic performance of the STOP-Bang questionnaire as a screening tool for obstructive sleep apnea in different ethnic groups","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Body mass index; Malay; Polysomnography; Sleep apnea; Prospective cohort study; Cohort; Apnea–hypopnea index; Sleep study; Internal medicine; Apnea; Physical therapy; Pediatrics","score_opus":0.08294916116874654,"score_gpt":0.3970600215305541,"score_spread":0.3141108603618076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094863161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9708187,0.001220625,0.005465925,0.020453086,0.0009216333,0.0010297907,0.000005709118,0.000012747555,0.00007179102],"genre_scores_gemma":[0.9949104,0.00020109785,0.00077946053,0.0012687803,0.0027571132,0.000023938785,0.0000035575865,0.000040131414,0.000015513933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99465644,0.0004695691,0.0026797785,0.00035568536,0.0013975486,0.00044095103],"domain_scores_gemma":[0.99168634,0.005223224,0.001335423,0.0003681325,0.00088020007,0.00050669874],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0025051236,0.0002938873,0.0016095899,0.00019409886,0.00008012871,0.000007558043,0.0005238651,0.00024379695,0.000118449774],"category_scores_gemma":[0.048591007,0.00016321568,0.0005578112,0.0006733312,0.00073001796,0.00023342781,0.00016853592,0.0018961778,0.000004272861],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005403424,0.0003952888,0.74998325,0.00050955,0.00039854713,0.00009810819,0.0013217307,0.00025128384,0.0010799959,0.000175884,0.000099592406,0.24028337],"study_design_scores_gemma":[0.012389066,0.006809398,0.9609506,0.0017559482,0.0004969475,0.00013455574,0.00077594334,0.0153147755,0.0008309559,0.00025990326,0.00013114483,0.00015073991],"about_ca_topic_score_codex":0.00001586936,"about_ca_topic_score_gemma":0.0000051349207,"teacher_disagreement_score":0.24013263,"about_ca_system_score_codex":0.00012805342,"about_ca_system_score_gemma":0.0001015189,"threshold_uncertainty_score":0.9594231},"labels":[],"label_agreement":null},{"id":"W3095540863","doi":"10.1513/annalsats.202004-313oc","title":"Cognitive Function in a Sleep Clinic Cohort of Patients with Obstructive Sleep Apnea","year":2020,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Foothills Medical Centre; University of Saskatchewan; University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Montreal Cognitive Assessment; Polysomnography; Sleep apnea; Cohort; Population; Physical therapy; Pediatrics; Hypoxemia; Odds ratio; Sleep study; Internal medicine; Wechsler Adult Intelligence Scale; Apnea; Cognition; Psychiatry; Cognitive impairment","score_opus":0.06138154555369706,"score_gpt":0.37574499407751655,"score_spread":0.3143634485238195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095540863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99626446,0.00008444096,0.00059761584,0.0014032006,0.000051057035,0.0010168473,0.000095505005,0.000023084545,0.00046378074],"genre_scores_gemma":[0.9973886,0.00002609115,0.000577013,0.0018352666,0.000056036475,0.000036389967,0.000027752061,0.000037616257,0.0000152428665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764144,0.00026416618,0.00047477477,0.00042447387,0.0008374412,0.0003577248],"domain_scores_gemma":[0.99747145,0.00033089065,0.00072765053,0.0003503808,0.0009552008,0.00016443703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036761345,0.00021404006,0.0007295925,0.000055566485,0.00005891255,0.000006025403,0.00022943334,0.00006615328,0.00007985453],"category_scores_gemma":[0.00059087935,0.00014915621,0.000391992,0.0016301266,0.0014285056,0.00012075913,0.00017666134,0.00050950726,0.000012475097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004752295,0.00031461145,0.9252583,0.00011797683,0.001012739,0.0000016503434,0.0016557492,0.000011029228,0.000437579,0.000005292978,0.00009552705,0.06633725],"study_design_scores_gemma":[0.0012617263,0.0017732506,0.9836948,0.00007079793,0.00029398245,9.589324e-7,0.0056171385,0.0006867021,0.006377369,0.000054077183,0.000028307706,0.00014089326],"about_ca_topic_score_codex":0.000101390644,"about_ca_topic_score_gemma":0.000003893904,"teacher_disagreement_score":0.06619636,"about_ca_system_score_codex":0.000040517923,"about_ca_system_score_gemma":0.000062568775,"threshold_uncertainty_score":0.60824144},"labels":[],"label_agreement":null},{"id":"W3096784486","doi":"10.5664/jcsm.8942","title":"Selective serotonin reuptake inhibitor use is associated with worse sleep-related breathing disturbances in individuals with depressive disorders and sleep complaints: a retrospective study","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Royal Ottawa Mental Health Centre; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Non-rapid eye movement sleep; Serotonin reuptake inhibitor; Polysomnography; Medicine; Anesthesia; Antidepressant; Reuptake inhibitor; Major depressive disorder; Sleep disorder; Internal medicine; Psychology; Psychiatry; Insomnia; Apnea","score_opus":0.04094100923382889,"score_gpt":0.3523545472952574,"score_spread":0.3114135380614285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096784486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98723245,0.0006724808,0.00024547146,0.008974299,0.00019115266,0.0023678956,0.000027203498,0.000046826164,0.0002422191],"genre_scores_gemma":[0.9977087,0.0001279796,0.0006106589,0.0009177897,0.00047563802,0.000035934314,0.000013538482,0.00008626183,0.000023535082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9921629,0.0011952103,0.0026205664,0.00093114533,0.002397556,0.0006926129],"domain_scores_gemma":[0.9924965,0.0024825241,0.00217802,0.00036154335,0.001411569,0.0010698655],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0032932619,0.0005772183,0.0028183206,0.00045661262,0.00019127868,0.000067582885,0.00036221874,0.00035177235,0.00012085179],"category_scores_gemma":[0.014574533,0.00035327865,0.00019031289,0.00205585,0.001236725,0.0006900843,0.00017591761,0.0038992472,0.0000034156835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006636954,0.001803389,0.966943,0.000046511806,0.004040961,0.0014638046,0.010677576,0.000066483386,0.000046565096,0.000011723949,0.00016293312,0.008100087],"study_design_scores_gemma":[0.04244716,0.023982543,0.92277455,0.0013699625,0.0013326807,0.0002097996,0.00569856,0.0016271418,0.000046158737,0.00009681237,0.000073157236,0.0003414495],"about_ca_topic_score_codex":0.00016476768,"about_ca_topic_score_gemma":0.0003963173,"teacher_disagreement_score":0.04416844,"about_ca_system_score_codex":0.00037827878,"about_ca_system_score_gemma":0.00014946482,"threshold_uncertainty_score":0.99989194},"labels":[],"label_agreement":null},{"id":"W3097589020","doi":"10.1080/24745332.2020.1828005","title":"Coexistence of clinically significant obstructive sleep apnea with physician-diagnosed asthma or chronic obstructive pulmonary disease: A population study of prevalence and mortality","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Calgary; Western University; Ottawa Hospital; University of Ottawa","funders":"Institute of Chemical and Engineering Sciences; Ontario Ministry of Health and Long-Term Care; British Columbia Lung Association; AstraZeneca Canada","keywords":"Medicine; COPD; Asthma; Obstructive sleep apnea; Population; Internal medicine; Epidemiology; Mortality rate; Pediatrics; Physical therapy; Environmental health","score_opus":0.049149407424470076,"score_gpt":0.34493596880117433,"score_spread":0.2957865613767042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097589020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991501,0.006683412,0.00014281395,0.0004902473,0.00011200338,0.00082012755,0.000115920884,0.000006838669,0.00012765365],"genre_scores_gemma":[0.99897,0.00002880648,0.00019337746,0.0003295164,0.00042600025,0.000013213028,0.000006466588,0.000031397547,0.0000012463858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99656725,0.0003777198,0.001190479,0.00049433607,0.00096759474,0.00040264064],"domain_scores_gemma":[0.9944947,0.00073323195,0.0004439801,0.0003303026,0.0018493909,0.0021484066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004675202,0.0002953013,0.0010656253,0.00027230097,0.00012756686,0.000015518464,0.00021941587,0.00011063087,0.00007215123],"category_scores_gemma":[0.0039025564,0.00020952275,0.00009274849,0.0005118112,0.0020317077,0.0002440139,0.000044344077,0.0006457094,3.147646e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00308557,0.00016573233,0.94306254,0.0030017088,0.00030807845,0.0042739157,0.0039877607,0.000020665291,0.00094475335,0.00019678769,0.000005183547,0.040947326],"study_design_scores_gemma":[0.0034825732,0.016886353,0.95708245,0.0006228957,0.0010152323,0.00007486553,0.020121234,0.00029861263,0.00012063445,0.00006539085,0.000031823794,0.00019796223],"about_ca_topic_score_codex":0.00062001555,"about_ca_topic_score_gemma":0.00058715086,"teacher_disagreement_score":0.040749364,"about_ca_system_score_codex":0.00021177865,"about_ca_system_score_gemma":0.0007280051,"threshold_uncertainty_score":0.854409},"labels":[],"label_agreement":null},{"id":"W3097657607","doi":"10.1007/s00408-020-00401-x","title":"Obstructive Sleep Apnea Severity, Body Mass Index, and Circulating Levels of Cellular Adhesion Molecules","year":2020,"lang":"en","type":"article","venue":"Lung","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Providence Health Care; Canadian Sleep & Circadian Network; St. Paul's Hospital; University of Ottawa; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Body mass index; Medicine; Cell adhesion molecule; Internal medicine; Obstructive sleep apnea; Cohort; Soluble cell adhesion molecules; Polysomnogram; E-selectin; Gastroenterology; Cell adhesion; Adhesion; Immunology; Polysomnography; Apnea; Chemistry","score_opus":0.02329040833673928,"score_gpt":0.28104038310843804,"score_spread":0.25774997477169875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097657607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97919285,0.00037752953,0.017788861,0.00047403865,0.00006444976,0.00045737336,0.000027045728,0.000047858623,0.0015699858],"genre_scores_gemma":[0.99662143,0.0000030081897,0.003082467,0.00010119258,0.000120630255,0.0000074388086,0.000010562285,0.000035921952,0.000017335415],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984316,0.000084675325,0.00028687605,0.0003867656,0.000517241,0.00029280814],"domain_scores_gemma":[0.99916214,0.00009216411,0.00010948917,0.00021888266,0.00016866648,0.0002486668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012769288,0.00017092704,0.00036549,0.00009412344,0.00007247064,0.000018801591,0.000109774934,0.00011875245,0.00012799942],"category_scores_gemma":[0.00030796524,0.00016617458,0.00007830612,0.00030307006,0.00015442682,0.00011949524,0.00018961976,0.00033617445,0.000007679478],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013049551,0.000024417588,0.20974231,0.00045717557,0.0001397308,0.00011426621,0.000676409,0.000018319672,0.77907586,0.0003310473,0.000005239759,0.009284733],"study_design_scores_gemma":[0.0020407715,0.00022380472,0.46161205,0.00007799364,0.00013599417,0.00003969448,0.0010810993,0.17074662,0.36331776,0.0004463203,0.00003355346,0.00024432637],"about_ca_topic_score_codex":0.000025434329,"about_ca_topic_score_gemma":5.6631825e-7,"teacher_disagreement_score":0.4157581,"about_ca_system_score_codex":0.0000679593,"about_ca_system_score_gemma":0.000024902429,"threshold_uncertainty_score":0.67764026},"labels":[],"label_agreement":null},{"id":"W3098408806","doi":"10.2147/nss.s276107","title":"&lt;p&gt;Sleep/Wakefulness Detection Using Tracheal Sounds and Movements&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; FedDev Ontario; Ontario Centres of Excellence","keywords":"Wakefulness; Polysomnography; Medicine; Sleep (system call); Apnea; Sleep apnea; Sleep onset; Audiology; Gold standard (test); Anesthesia; Electroencephalography; Internal medicine; Insomnia; Psychiatry; Computer science","score_opus":0.021092091627340513,"score_gpt":0.29968025107449164,"score_spread":0.27858815944715115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098408806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951126,0.0011480432,0.001128996,0.0006979016,0.00019165438,0.0002966596,0.000007663538,0.000027718663,0.0013887848],"genre_scores_gemma":[0.99847245,0.000015428986,0.000981875,0.00031096235,0.00017862985,0.0000044564877,0.000001968063,0.000014236166,0.000019983836],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977578,0.000033450968,0.00023665154,0.0005479193,0.0010193256,0.0004048423],"domain_scores_gemma":[0.9989564,0.000051637904,0.000093082745,0.0001926326,0.00031922682,0.00038703097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005818627,0.00016503934,0.00029317875,0.00025453148,0.00030665874,0.000071624534,0.00018064046,0.00021497234,0.000035290857],"category_scores_gemma":[0.00038195614,0.00013925458,0.00004809951,0.0011438773,0.0009406941,0.0004250269,0.0001506793,0.0005646259,0.0000021672329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018157403,0.000052288076,0.0049313437,0.000111608584,0.000032119387,0.000018145567,0.00060321885,0.0000116267065,0.8944996,0.00048514176,0.0000041085445,0.0990692],"study_design_scores_gemma":[0.0042639505,0.0014564476,0.16816594,0.00007835762,0.00018400601,0.00019833495,0.000952813,0.18725328,0.6350181,0.0008229539,0.001109953,0.00049586844],"about_ca_topic_score_codex":0.000009571217,"about_ca_topic_score_gemma":0.000011712431,"teacher_disagreement_score":0.25948155,"about_ca_system_score_codex":0.000086364635,"about_ca_system_score_gemma":0.00005365462,"threshold_uncertainty_score":0.5678637},"labels":[],"label_agreement":null},{"id":"W3098438753","doi":"10.1007/s11325-020-02243-6","title":"Sleep medicine in otolaryngology units: an international survey","year":2020,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Otorhinolaryngology; Soft palate; Sleep medicine; Psychological intervention; Neurosurgery; Family medicine; Intervention (counseling); Sleep disorder; Surgery; Psychiatry; Insomnia","score_opus":0.054228154308780425,"score_gpt":0.32548905618198265,"score_spread":0.27126090187320223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098438753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895189,0.00016995973,0.0005945251,0.005944613,0.00019011745,0.00023555502,0.000017082908,0.000050495502,0.0032787516],"genre_scores_gemma":[0.9974372,0.000029056433,0.0003726832,0.0016059002,0.0003423221,0.0000076260762,0.00016717063,0.000021140273,0.000016925493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985497,0.00020183242,0.00026535543,0.0003837754,0.00032884572,0.0002704886],"domain_scores_gemma":[0.999118,0.0001626444,0.000045760764,0.00016733156,0.00019917138,0.0003070922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059694314,0.00014163608,0.00030632946,0.00020074903,0.000054334152,0.000020476451,0.00016553915,0.00010262282,0.00029676702],"category_scores_gemma":[0.0010827492,0.00011880393,0.000018059398,0.00047949952,0.00016802388,0.00026069212,0.00012469647,0.00044401467,0.00001577952],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005002957,0.0000768782,0.93087816,0.00004917838,0.000106975735,0.0005980567,0.0029358955,0.0000065540867,0.0059727984,0.0005868977,0.000028561046,0.058259718],"study_design_scores_gemma":[0.0033555718,0.0005689935,0.9704768,0.000041191943,0.000029849469,0.0001961311,0.0007912232,0.023416251,0.00039572312,0.00006834601,0.0005245657,0.00013535967],"about_ca_topic_score_codex":0.0008918259,"about_ca_topic_score_gemma":0.00015378557,"teacher_disagreement_score":0.05812436,"about_ca_system_score_codex":0.00006069993,"about_ca_system_score_gemma":0.00001736577,"threshold_uncertainty_score":0.48446837},"labels":[],"label_agreement":null},{"id":"W3100990900","doi":"10.1186/s12931-020-01554-2","title":"The association between serum vitamin D and obstructive sleep apnea: an updated meta-analysis","year":2020,"lang":"en","type":"review","venue":"Respiratory Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Internal medicine; Subgroup analysis; Obstructive sleep apnea; Vitamin D and neurology; MEDLINE; Gastroenterology","score_opus":0.24609733982334323,"score_gpt":0.4550831878910031,"score_spread":0.20898584806765988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100990900","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028214575,0.99341613,0.000025034375,0.000686426,0.00006532501,0.0034302091,0.00071138743,0.00010719202,0.0012761308],"genre_scores_gemma":[0.002286009,0.9906858,0.00019374855,0.00012451601,0.0016074679,0.001252149,0.0009147605,0.00040568295,0.0025298742],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98149973,0.009115347,0.0014207896,0.0018441547,0.0044565285,0.0016634546],"domain_scores_gemma":[0.98958457,0.0045683137,0.0006537033,0.0019181328,0.0020649561,0.0012103406],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010866858,0.00081589096,0.005904615,0.0018190182,0.0011967814,0.0005953039,0.0011526002,0.0010689743,0.000493097],"category_scores_gemma":[0.0027664753,0.0005164399,0.0024692465,0.007369866,0.00077365024,0.0003146615,0.001023451,0.00502515,0.0004038018],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054250133,0.000058508056,0.0018602761,0.0016350282,0.28478482,0.0001471135,0.00008619108,2.784543e-7,0.0000067941032,0.00019576926,0.00037002587,0.71080095],"study_design_scores_gemma":[0.00036344962,0.0004256262,0.0017321205,0.00004046178,0.20445952,0.000007235926,0.00017133348,0.000051860978,0.000022909811,0.000042132466,0.79233366,0.00034965578],"about_ca_topic_score_codex":0.000039201885,"about_ca_topic_score_gemma":0.00007462632,"teacher_disagreement_score":0.79196364,"about_ca_system_score_codex":0.0019524689,"about_ca_system_score_gemma":0.00072552485,"threshold_uncertainty_score":0.99972874},"labels":[],"label_agreement":null},{"id":"W3106107845","doi":"10.1093/sleep/zsaa228","title":"Nocturnal hypoxemia severity influences the effect of CPAP therapy on renal renin–angiotensin–aldosterone system activity in humans with obstructive sleep apnea","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alberta Kidney Disease Network; University of Toronto; Hotchkiss Brain Institute; Foothills Medical Centre; University of Calgary; Western University","funders":"Canadian Institutes of Health Research; Alberta Innovates - Health Solutions","keywords":"Hypoxemia; Obstructive sleep apnea; Medicine; Nocturnal; Renin–angiotensin system; Internal medicine; Aldosterone; Sleep (system call); Cardiology; Plasma renin activity; Sleep apnea; Blood pressure","score_opus":0.017736310084573582,"score_gpt":0.27265001833380836,"score_spread":0.25491370824923476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106107845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948912,0.00017608627,0.00018118958,0.002157632,0.00013575586,0.001550268,0.000028843635,0.00007829599,0.0008006991],"genre_scores_gemma":[0.9991888,0.0000049014734,0.00022575754,0.00019250828,0.0002512862,0.000063736756,0.000008843207,0.000052919495,0.000011281277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99639475,0.0007288116,0.0004319896,0.0006739947,0.0011910377,0.0005794348],"domain_scores_gemma":[0.9981333,0.00044651586,0.00029772037,0.000632867,0.00022532712,0.00026424057],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006035472,0.00043867005,0.0008812476,0.00019237198,0.0001690707,0.00004152852,0.000392304,0.0001917626,0.000051145507],"category_scores_gemma":[0.00023118503,0.00025232145,0.00019588527,0.0008303593,0.0005901574,0.00020456937,0.00012650026,0.001162346,0.00002708103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04308288,0.00026648573,0.5838586,0.00051856134,0.0013892386,0.0006373615,0.0065227607,0.0009576943,0.24479318,0.00018178755,0.00007066805,0.11772076],"study_design_scores_gemma":[0.0069134855,0.0061872625,0.7875857,0.00021205818,0.00013326583,0.00007768535,0.00032819816,0.0034030802,0.1947744,0.000011112033,0.000090258865,0.00028350137],"about_ca_topic_score_codex":0.00025912805,"about_ca_topic_score_gemma":0.00006278842,"teacher_disagreement_score":0.20372707,"about_ca_system_score_codex":0.0003043424,"about_ca_system_score_gemma":0.00004669542,"threshold_uncertainty_score":0.9999929},"labels":[],"label_agreement":null},{"id":"W3106901102","doi":"10.6061/clinics/2020/e2414","title":"Validation of an Overnight Wireless High-Resolution Oximeter plus Cloud-Based Algorithm for the Diagnosis of Obstructive Sleep Apnea","year":2020,"lang":"en","type":"article","venue":"Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Resverlogix (Canada)","funders":"","keywords":"Polysomnography; Medicine; Obstructive sleep apnea; Sleep medicine; Intraclass correlation; Receiver operating characteristic; Polysomnogram; Apnea; Algorithm; Internal medicine; Sleep disorder; Computer science","score_opus":0.04695589417341159,"score_gpt":0.3331150111633302,"score_spread":0.2861591169899186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106901102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8318125,0.00016906708,0.16469349,0.0010584546,0.0004677645,0.001287484,0.00045529695,0.000032141772,0.000023771754],"genre_scores_gemma":[0.977436,0.00002352419,0.021403607,0.00024071953,0.0004992289,0.00013526485,0.00021039904,0.00004294402,0.000008292682],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99805397,0.00016458418,0.0006090948,0.00036289202,0.00056185445,0.00024763614],"domain_scores_gemma":[0.9967914,0.0015835066,0.00038295772,0.00045145972,0.00062992855,0.00016071774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004796286,0.00016555659,0.00048353302,0.00007320524,0.00008069062,0.0000117027885,0.00024992542,0.00017092998,0.00007832868],"category_scores_gemma":[0.0007796538,0.00012642787,0.00023152237,0.00031959507,0.00031398865,0.00011491921,0.00007212954,0.00026904853,0.000008151622],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026245185,0.0007051432,0.013351997,0.00055682886,0.0007516736,0.000010516054,0.0011499473,0.0012641767,0.0056764353,0.0006892999,0.00018607735,0.97303337],"study_design_scores_gemma":[0.0050476193,0.0018081843,0.013273649,0.00003344863,0.00044123988,0.0000015586378,0.00043977107,0.77329105,0.20482051,0.00022082454,0.0004767928,0.0001453538],"about_ca_topic_score_codex":0.000043645217,"about_ca_topic_score_gemma":0.000002449919,"teacher_disagreement_score":0.97288805,"about_ca_system_score_codex":0.00011025652,"about_ca_system_score_gemma":0.0000888978,"threshold_uncertainty_score":0.5155579},"labels":[],"label_agreement":null},{"id":"W3107781009","doi":"10.1002/ppul.25199","title":"Sleep‐disordered breathing, respiratory patterns during wakefulness and functional capacity in pediatric patients with rapid‐onset obesity with hypothalamic dysfunction, hypoventilation and autonomic dysregulation syndrome","year":2020,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University; Hospital for Sick Children","funders":"","keywords":"Medicine; Polysomnography; Hypoventilation; Apnea; Obstructive sleep apnea; Body mass index; Control of respiration; Interquartile range; Cardiorespiratory fitness; Hypopnea; Anesthesia; Internal medicine; Cardiology; Respiratory system","score_opus":0.017635964696679683,"score_gpt":0.2023772468137374,"score_spread":0.1847412821170577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107781009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99734896,0.0002776644,0.00088336965,0.00032668185,0.00010483903,0.0009029144,0.0000434211,0.000092470334,0.000019686311],"genre_scores_gemma":[0.99927783,0.000042280073,0.0001623957,0.000070289374,0.00021688871,0.000073924246,0.000101034544,0.000047583657,0.000007749206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772567,0.00017996643,0.00043528044,0.0008137332,0.00038736936,0.00045801012],"domain_scores_gemma":[0.99896437,0.00011918742,0.00025052266,0.00024123986,0.00018463173,0.00024003246],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020888133,0.00031407367,0.00046207712,0.00063611567,0.00019006792,0.00003457944,0.00007437861,0.00022991051,0.00007244784],"category_scores_gemma":[0.00012757897,0.00028384046,0.00003537225,0.0006676876,0.00013686188,0.00039314872,0.00010811568,0.0005330983,0.000011202212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011091689,0.00021034392,0.9966221,0.00033237808,0.00005032165,0.000071478,0.00019846598,0.00013581243,0.00006396487,0.000010314591,0.0000040577597,0.0011915921],"study_design_scores_gemma":[0.006379908,0.0008346816,0.99031645,0.000008306544,0.00023275138,0.00017107686,0.00005809075,0.0016252566,0.00004854353,0.000047004105,0.000004254837,0.00027367403],"about_ca_topic_score_codex":0.00005905118,"about_ca_topic_score_gemma":0.000058838494,"teacher_disagreement_score":0.00630565,"about_ca_system_score_codex":0.00023960826,"about_ca_system_score_gemma":0.00008452847,"threshold_uncertainty_score":0.9999614},"labels":[],"label_agreement":null},{"id":"W3108278392","doi":"10.1158/1055-9965.epi-20-0975","title":"Obstructive Sleep Apnea and Incident Cancer: A Large Retrospective Multicenter Clinical Cohort Study","year":2020,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Western University; St. Michael's Hospital; University of Calgary; Institute for Clinical Evaluative Sciences; Ottawa Hospital","funders":"National Heart, Lung, and Blood Institute; Lung Health Foundation; National Institute on Aging; Physicians' Services Incorporated Foundation; Ottawa Hospital Research Institute; London Health Sciences Centre; American Thoracic Society","keywords":"Medicine; Obstructive sleep apnea; Hazard ratio; Hypoxemia; Retrospective cohort study; Internal medicine; Proportional hazards model; Cohort study; Number needed to harm; Sleep apnea; Cancer registry; Cancer; Cohort; Incidence (geometry); Pediatrics; Relative risk; Confidence interval; Number needed to treat","score_opus":0.07136162873425007,"score_gpt":0.4340445634173158,"score_spread":0.3626829346830657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108278392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811128,0.0041740607,0.0030949018,0.006392674,0.0008673329,0.0040402655,0.00007901258,0.0001176772,0.000121295365],"genre_scores_gemma":[0.9949488,0.0007521063,0.0011340245,0.001426796,0.0006694239,0.0008851669,0.000052388445,0.000054046883,0.00007723537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937575,0.0022649055,0.0012800785,0.0015385848,0.00037531147,0.0007836238],"domain_scores_gemma":[0.9972849,0.0006502804,0.000599668,0.00039071238,0.00042339324,0.00065104704],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003623758,0.00038965492,0.0014028533,0.0001491836,0.00020104242,0.000014456545,0.00020989118,0.00035595923,0.00044785778],"category_scores_gemma":[0.0035290048,0.00034838083,0.00033968757,0.00040428067,0.00059924246,0.00020777476,0.00037715895,0.00086088927,0.000035092908],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024559826,0.00046241345,0.96162635,0.0000830755,0.0033980901,0.000038304624,0.00052195496,0.0000023567125,0.0003409973,0.000078340614,0.00065071776,0.030341415],"study_design_scores_gemma":[0.0065397774,0.0012663945,0.98206913,0.0000697795,0.0009364921,0.000010575977,0.0010778857,0.0067800437,0.000080909645,0.00042449497,0.00046896847,0.00027553993],"about_ca_topic_score_codex":0.00054388965,"about_ca_topic_score_gemma":0.0003723216,"teacher_disagreement_score":0.030065874,"about_ca_system_score_codex":0.0007281152,"about_ca_system_score_gemma":0.00010090805,"threshold_uncertainty_score":0.9998968},"labels":[],"label_agreement":null},{"id":"W3108542759","doi":"","title":"Retrospective CBCT analysis of airway volume changes after bone-borne vs tooth-borne rapid maxillary expansion","year":2019,"lang":"en","type":"book-chapter","venue":"Author eBooks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Dentistry; Airway; Orthodontics; Maxillary sinus; Surgery","score_opus":0.021524876358110814,"score_gpt":0.2780556824688625,"score_spread":0.2565308061107517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108542759","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07018781,0.0049080695,0.00021914118,0.0022409116,0.0012232941,0.004639436,0.0016149877,0.00034111986,0.9146252],"genre_scores_gemma":[0.4836992,0.00010268859,0.000331391,0.00016896089,0.00033726278,0.00007091844,0.0002734857,0.00022161902,0.51479447],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9946149,0.00011570391,0.00095051934,0.0015619588,0.0019216487,0.00083524425],"domain_scores_gemma":[0.9955168,0.00011756633,0.0006914209,0.0022095027,0.0010328281,0.0004319106],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007522493,0.0009335518,0.0028284015,0.0025474331,0.00009723668,0.000045214463,0.00038676485,0.0011764681,0.0064057973],"category_scores_gemma":[0.00014601396,0.0008535731,0.0012305662,0.00027070832,0.0006431055,0.00007930283,0.0005010101,0.0014314915,0.000469618],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.030174127,0.0008490564,0.055970095,0.0068545802,0.10116839,0.011408603,0.012522868,0.000017119815,0.09067637,0.12804466,0.008327302,0.55398685],"study_design_scores_gemma":[0.009422894,0.011214796,0.58601946,0.0032506373,0.044492766,0.00034465155,0.00070512795,0.0019566587,0.032580223,0.0032134755,0.3014904,0.005308905],"about_ca_topic_score_codex":0.000103346276,"about_ca_topic_score_gemma":0.0001995158,"teacher_disagreement_score":0.5486779,"about_ca_system_score_codex":0.0006781632,"about_ca_system_score_gemma":0.00024382344,"threshold_uncertainty_score":0.9993915},"labels":[],"label_agreement":null},{"id":"W3108886482","doi":"10.1016/j.chest.2020.08.2046","title":"OSA-Related Hypoxemia and Cancer Risk","year":2020,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Incidence (geometry); Hypoxemia; Scopus; Sleep apnea; Polysomnography; Internal medicine; Cohort; Cohort study; Cancer; Apnea; Pediatrics; MEDLINE","score_opus":0.025753217326407354,"score_gpt":0.29975647965454855,"score_spread":0.2740032623281412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108886482","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02553095,0.0070658056,0.000048214377,0.9634386,0.0010024281,0.0003450067,0.00007496274,0.00005424492,0.0024398312],"genre_scores_gemma":[0.04612522,0.018250406,0.0027688963,0.8684085,0.053668905,0.00006262744,0.00023103712,0.00059271883,0.009891697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976855,0.00016279398,0.00041740792,0.00039526576,0.0008021455,0.0005368859],"domain_scores_gemma":[0.9985945,0.00014659365,0.00033420397,0.00024159842,0.0002529191,0.000430146],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002189366,0.00032550137,0.0006109176,0.00023073281,0.00020822391,0.00011463908,0.00020573815,0.00065076444,0.0017844846],"category_scores_gemma":[0.00045410814,0.00025817327,0.0001966007,0.00023566844,0.00028267913,0.00008366251,0.000116651936,0.011168495,0.00015654927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008528624,0.000016642975,0.019262606,0.0004787694,0.00097327563,0.009732635,0.00027702123,4.8059576e-7,0.0011460829,0.0000013247908,0.92572653,0.042299323],"study_design_scores_gemma":[0.0022534889,0.00020662605,0.022199012,0.00028914702,0.0007327641,0.0037558216,0.000048636764,0.00010884806,0.00049867004,0.00040235108,0.9691973,0.00030738016],"about_ca_topic_score_codex":0.000040610594,"about_ca_topic_score_gemma":0.000001535114,"teacher_disagreement_score":0.09503006,"about_ca_system_score_codex":0.00038022982,"about_ca_system_score_gemma":0.0002623737,"threshold_uncertainty_score":0.99998707},"labels":[],"label_agreement":null},{"id":"W3109116162","doi":"10.1136/thoraxjnl-2020-214713","title":"Multiple, objectively measured sleep dimensions including hypoxic burden and chronic kidney disease: findings from the Multi-Ethnic Study of Atherosclerosis","year":2020,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Center for Advancing Translational Sciences; National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Kidney disease; Polysomnography; Poisson regression; Sleep (system call); Internal medicine; Actigraphy; Albuminuria; Cross-sectional study; Blood pressure; Physical therapy; Cardiology; Circadian rhythm; Population; Pathology","score_opus":0.1087509474491604,"score_gpt":0.336252963865947,"score_spread":0.22750201641678658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109116162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993791,0.0015910851,0.0002385781,0.0022033202,0.000083021776,0.0018218794,0.00016280952,0.00008697039,0.00002132634],"genre_scores_gemma":[0.99875385,0.00006942658,0.00052151026,0.00019161409,0.00026552207,0.00008327104,0.000023526367,0.00006473418,0.000026539734],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9974288,0.0003691214,0.00036897848,0.0006314343,0.00079856126,0.00040314364],"domain_scores_gemma":[0.9978441,0.0006003968,0.000118449425,0.0005302764,0.0002129871,0.00069376174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038332958,0.0002775271,0.0005077733,0.00008486416,0.00028965776,0.000028327393,0.0003002016,0.00008565195,0.00010105619],"category_scores_gemma":[0.002961021,0.00020098573,0.00011449299,0.000631633,0.0002721545,0.00011476796,0.00057018036,0.00051035034,0.00003031751],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075628445,0.0003808161,0.40573293,0.00009111276,0.000602076,0.000019999237,0.0117286965,0.000039301354,0.57444,0.000008642322,0.000058095877,0.006142073],"study_design_scores_gemma":[0.0072783567,0.0007380426,0.9606955,0.00016456466,0.0005296199,0.0000014999725,0.0044116876,0.016562149,0.009291982,0.000022394059,0.000081878025,0.00022231041],"about_ca_topic_score_codex":0.0006092383,"about_ca_topic_score_gemma":0.00012408443,"teacher_disagreement_score":0.565148,"about_ca_system_score_codex":0.00018950226,"about_ca_system_score_gemma":0.00012690363,"threshold_uncertainty_score":0.819596},"labels":[],"label_agreement":null},{"id":"W3109578877","doi":"","title":"閉塞性睡眠時無呼吸低呼吸症候群患者におけるCalgary Sleep Apnea Quality of Life Index(Calgary睡眠時無呼吸クオリティオブライフ指標)日本語版の有効性と実用性","year":2013,"lang":"ja","type":"article","venue":"Internal Medicine (Web)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sleep apnea; Index (typography); Medicine; Sleep (system call); Apnea; Quality of life (healthcare); Gerontology; Computer science; Internal medicine; World Wide Web","score_opus":0.035839446585810994,"score_gpt":0.3397805078194484,"score_spread":0.3039410612336374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109578877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9038737,0.009726815,0.0033606263,0.0153463,0.005461052,0.0034040995,0.00011940528,0.00028852533,0.058419514],"genre_scores_gemma":[0.98469794,0.00056670664,0.0004128129,0.0036533377,0.005026387,0.00024164062,0.00008335032,0.0003081833,0.0050096638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9840399,0.0017158572,0.004915991,0.0019519655,0.0049492577,0.0024270026],"domain_scores_gemma":[0.98667526,0.0028241992,0.001877043,0.0026322447,0.0028465707,0.0031446605],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0035191488,0.0015564285,0.003955955,0.0017340624,0.00021310223,0.00009902778,0.0022886929,0.001127916,0.03476903],"category_scores_gemma":[0.011562323,0.0012677922,0.00091870356,0.0016330899,0.003874449,0.0007332599,0.0013153072,0.00402966,0.003478549],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056383684,0.0024811495,0.54648376,0.004234328,0.00455969,0.000540684,0.004022199,0.000011072889,0.23440987,0.0018072892,0.026280975,0.16953062],"study_design_scores_gemma":[0.048630483,0.009220678,0.80977666,0.006014345,0.0014111967,0.0004824279,0.011534299,0.07992597,0.010609476,0.0017902986,0.01763732,0.0029668133],"about_ca_topic_score_codex":0.013873306,"about_ca_topic_score_gemma":0.00021970003,"teacher_disagreement_score":0.26329294,"about_ca_system_score_codex":0.0007581291,"about_ca_system_score_gemma":0.0006104068,"threshold_uncertainty_score":0.9997184},"labels":[],"label_agreement":null},{"id":"W3109864712","doi":"10.2147/nss.s278752","title":"&lt;p&gt;Watch-PAT is Useful in the Diagnosis of Sleep Apnea in Patients with Atrial Fibrillation&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Sleep apnea; Apnea; Cardiology; Internal medicine; Sleep (system call); Anesthesia","score_opus":0.013811304723663332,"score_gpt":0.271879170829511,"score_spread":0.2580678661058477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109864712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936388,0.0006366006,0.000008342374,0.004322231,0.00008748133,0.0006672829,0.000026933498,0.000007216617,0.0006050896],"genre_scores_gemma":[0.9992368,0.000037252656,0.00027647708,0.0002981904,0.00012318935,0.000004972814,0.0000075427015,0.000010776088,0.0000047933895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719596,0.00006458637,0.00035250833,0.0004608935,0.0015742112,0.00035183007],"domain_scores_gemma":[0.99877393,0.00024078712,0.00014255314,0.00030749454,0.00038468724,0.00015053025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006497078,0.00016001436,0.00037819525,0.00027431583,0.000078657555,0.00003082462,0.00036772422,0.0001756451,0.000054051096],"category_scores_gemma":[0.0008055377,0.00010076188,0.00007390932,0.0023907942,0.0007423134,0.00032507925,0.00013194008,0.00046636243,0.0000033736017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006160911,0.00006623466,0.98047787,0.00006695752,0.000023017192,0.000009026595,0.002542072,0.00005710078,0.00197166,0.0002081314,0.00007884089,0.013882999],"study_design_scores_gemma":[0.0037171172,0.00095284113,0.9849165,0.00006229239,0.000040778876,0.000002424892,0.00021692882,0.0024609908,0.006734912,0.00007689576,0.00068631984,0.00013197555],"about_ca_topic_score_codex":0.000019272715,"about_ca_topic_score_gemma":0.000035044617,"teacher_disagreement_score":0.013751023,"about_ca_system_score_codex":0.00005822944,"about_ca_system_score_gemma":0.00006957992,"threshold_uncertainty_score":0.41089502},"labels":[],"label_agreement":null},{"id":"W3110113358","doi":"10.1016/j.cjco.2020.09.026","title":"Screening for Obstructive Sleep Apnea in an Atrial Fibrillation Population: What’s the Best Test?","year":2020,"lang":"en","type":"article","venue":"CJC Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; Atrial fibrillation; Internal medicine; Confidence interval; Body mass index; Apnea; Sleep apnea; Receiver operating characteristic; Cardiology; Continuous positive airway pressure; Population; Polysomnography; Pediatrics; Physical therapy","score_opus":0.0839625631953247,"score_gpt":0.37149991797482285,"score_spread":0.28753735477949816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110113358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755126,0.00037383407,0.0024017966,0.014169495,0.00042351522,0.0060749254,0.000046510813,0.00004935117,0.00094791985],"genre_scores_gemma":[0.992647,0.000005753579,0.0051431637,0.00028731796,0.0016078454,0.000043706583,0.00017913735,0.000036399313,0.00004966925],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986113,0.00010119524,0.00029595266,0.00040206916,0.0003157754,0.0002737065],"domain_scores_gemma":[0.99886644,0.00038916653,0.00009582155,0.00030494237,0.00017311663,0.00017053302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034468967,0.00013833873,0.00033079498,0.00006594948,0.00017699185,0.00034746272,0.00035007298,0.00008803023,0.0001026965],"category_scores_gemma":[0.0010645649,0.000108096996,0.00009354381,0.00041746226,0.000068052155,0.0012165671,0.00025170567,0.00021470843,0.000026496191],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022435402,0.000028168912,0.42442214,0.00005273816,0.000097825825,0.000017703558,0.0019291269,0.0011120682,0.0011777012,0.0007835967,0.000043031963,0.56809235],"study_design_scores_gemma":[0.014994012,0.0025996813,0.70687395,0.00016855495,0.0002279922,0.00004202164,0.014558007,0.25137922,0.0014718855,0.0017063561,0.005447783,0.00053052703],"about_ca_topic_score_codex":0.00018151448,"about_ca_topic_score_gemma":0.000072812705,"teacher_disagreement_score":0.5675618,"about_ca_system_score_codex":0.00009393202,"about_ca_system_score_gemma":0.000031790918,"threshold_uncertainty_score":0.44080675},"labels":[],"label_agreement":null},{"id":"W3110982065","doi":"10.1002/alz.042524","title":"Cognitive evolution of Alzheimer’s disease patients according to the serverity of obstructive sleep apnea","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Obstructive sleep apnea; Cognition; Cohort; Montreal Cognitive Assessment; Prospective cohort study; Mini–Mental State Examination; Sleep apnea; Cognitive impairment; Disease; Psychiatry","score_opus":0.03722295051288651,"score_gpt":0.2998183674054287,"score_spread":0.26259541689254223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110982065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784529,0.014019987,0.0025744087,0.0014796674,0.00029574728,0.0022974166,0.00031553308,0.000045780875,0.00051850925],"genre_scores_gemma":[0.9986601,0.0000050634662,0.000714839,0.00030237535,0.00012638982,0.000068367306,0.00008246035,0.000039976487,4.4803264e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974865,0.0001836883,0.0005487721,0.00048912084,0.00089086517,0.0004010982],"domain_scores_gemma":[0.9977913,0.00011310838,0.0002763851,0.00038313336,0.0009739179,0.00046213792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021144428,0.000247066,0.00043781332,0.00013094505,0.00012246546,0.000014072575,0.0002906744,0.00006688257,0.00018375076],"category_scores_gemma":[0.000506689,0.00020131297,0.00021931854,0.0007349776,0.00024770355,0.00022072176,0.00042636093,0.00025953542,0.000075643286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022458774,0.0005113704,0.8658031,0.00006450121,0.022088517,0.000012369148,0.0015281417,0.0000345489,0.003445062,0.00041536445,0.00017895491,0.1036722],"study_design_scores_gemma":[0.0022844204,0.00061194506,0.92541313,0.000055828,0.023776181,0.0000011333706,0.0020715112,0.0018023669,0.043518472,0.000091652444,0.00014065909,0.00023268953],"about_ca_topic_score_codex":0.00015524689,"about_ca_topic_score_gemma":0.000007486548,"teacher_disagreement_score":0.10343951,"about_ca_system_score_codex":0.000022929442,"about_ca_system_score_gemma":0.00007915854,"threshold_uncertainty_score":0.8209305},"labels":[],"label_agreement":null},{"id":"W3111058639","doi":"10.1183/23120541.00632-2020","title":"Feasibility of three-dimensional facial imaging and printing for producing customised nasal masks for continuous positive airway pressure","year":2020,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; Stollery Children's Hospital; Women and Children’s Health Research Institute; University of Calgary; University of Alberta","funders":"Alberta Health Services","keywords":"Medicine; Mascara; Leak; Continuous positive airway pressure; Face masks; Airway; Flow sensor; Biomedical engineering; Anesthesia; Coronavirus disease 2019 (COVID-19); Acoustics","score_opus":0.12676595268380064,"score_gpt":0.41901107949123545,"score_spread":0.2922451268074348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111058639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96605706,0.00034676792,0.0018662182,0.009374158,0.00007730338,0.020441027,0.00030627882,0.00003404168,0.0014971712],"genre_scores_gemma":[0.98780245,8.4659445e-7,0.010838558,0.00007020862,0.0002929994,0.0005191428,0.000046107718,0.000052451,0.00037724175],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9966674,0.00025116556,0.00041774605,0.00097448943,0.00093941775,0.0007497794],"domain_scores_gemma":[0.99600613,0.0010182324,0.0001081361,0.0003852431,0.002130974,0.000351293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00371151,0.00018471052,0.00057910214,0.0001477133,0.0003863003,0.00013850734,0.0004381821,0.000090066715,0.00012083741],"category_scores_gemma":[0.005824245,0.00016254345,0.00011328181,0.0003345663,0.00048246438,0.0002560926,0.0011444965,0.00062626076,0.0000059968243],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.035818126,0.0006310134,0.38830727,0.00324055,0.0007316397,0.000051295996,0.0040482106,0.000039430906,0.470159,0.0012420804,0.0025959732,0.093135424],"study_design_scores_gemma":[0.042172126,0.0045525995,0.39320874,0.00076443056,0.0003405543,0.000058163096,0.0029868244,0.11472497,0.43510407,0.0018302345,0.0034388206,0.0008184348],"about_ca_topic_score_codex":0.00026132524,"about_ca_topic_score_gemma":0.000026550713,"teacher_disagreement_score":0.11468554,"about_ca_system_score_codex":0.00009793513,"about_ca_system_score_gemma":0.00036902045,"threshold_uncertainty_score":0.6972586},"labels":[],"label_agreement":null},{"id":"W3111181233","doi":"10.1002/alz.038046","title":"Obstructive sleep apnea in older adults: Differential cognitive impairment moderated by sex?","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Cégep de Sherbrooke; Université de Sherbrooke; Institut Universitaire de Gériatrie de Montréal; Canadian Sleep & Circadian Network; Concordia University; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Medicine; Cognition; Obstructive sleep apnea; Neuropsychology; Stroop effect; Cognitive decline; Body mass index; Audiology; Effects of sleep deprivation on cognitive performance; Risk factor; Episodic memory; Internal medicine; Pediatrics; Disease; Dementia; Psychiatry","score_opus":0.017792960482858815,"score_gpt":0.27605868831453584,"score_spread":0.258265727831677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111181233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812744,0.010270241,0.0030861022,0.0012816365,0.00023362576,0.0026045009,0.00019008064,0.0001613188,0.0008980604],"genre_scores_gemma":[0.9977534,0.000018736966,0.00040418925,0.00082153204,0.00018255955,0.00023139699,0.0004914486,0.000089406676,0.0000073627584],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99657494,0.00019853469,0.0006012797,0.0009670205,0.00081564434,0.00084255735],"domain_scores_gemma":[0.99865097,0.00008513879,0.00014043742,0.00028513733,0.00029585513,0.00054245576],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000111395086,0.00045852625,0.0006023129,0.00017514118,0.00012109632,0.00006568829,0.00022912041,0.00019011526,0.002105888],"category_scores_gemma":[0.00007493833,0.00044018897,0.00016960422,0.0005730236,0.000214745,0.00025502953,0.0002682826,0.0006479905,0.00023754296],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013351612,0.0061497223,0.28810498,0.00027646148,0.08732509,0.0010807468,0.025735466,0.00003297705,0.041128114,0.00022405443,0.005387227,0.53120357],"study_design_scores_gemma":[0.053463843,0.003097843,0.40135878,0.00028921608,0.025418151,0.000079202095,0.010238178,0.08866786,0.41477692,0.0001248383,0.00048785092,0.0019973072],"about_ca_topic_score_codex":0.00012641144,"about_ca_topic_score_gemma":0.000011167604,"teacher_disagreement_score":0.5292063,"about_ca_system_score_codex":0.000043015993,"about_ca_system_score_gemma":0.00005158034,"threshold_uncertainty_score":0.999805},"labels":[],"label_agreement":null},{"id":"W3111222011","doi":"10.14639/0392-100x-n0670","title":"Behavioural disorders and parental stress in children suffering from obstructive sleep apnoea syndrome: a pre- and post-adenotonsillectomy confrontation","year":2020,"lang":"en","type":"article","venue":"Acta Otorhinolaryngologica Italica","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cognition; CBCL; Vigilance (psychology); Seriousness; Clinical psychology; Psychiatry; Psychology","score_opus":0.011800302843041868,"score_gpt":0.24625931077981447,"score_spread":0.2344590079367726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111222011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958209,0.00064847845,0.000013510802,0.0010576824,0.000040308678,0.001817935,0.0003458363,0.00011961561,0.00013574208],"genre_scores_gemma":[0.9986631,0.000056312896,0.00040297126,0.00021830527,0.00004454464,0.00012427727,0.00044063776,0.000043531705,0.000006278593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977274,0.0001647531,0.0003691672,0.0008552837,0.00038674273,0.000496689],"domain_scores_gemma":[0.99902666,0.00016050885,0.00009151459,0.00025123125,0.000070700866,0.00039941748],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007448522,0.00035950262,0.0005591691,0.00016271479,0.00013745062,0.00009071222,0.00019660837,0.00023767358,0.00014079445],"category_scores_gemma":[0.000236151,0.0003241481,0.00007823721,0.00026849727,0.00037494305,0.00041326316,0.0003403434,0.000631855,0.0000063723865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046159117,0.00014378708,0.9575843,0.000032672153,0.00019331992,0.00009461995,0.0019453956,8.658025e-7,0.037752554,0.00003856577,0.0000043435857,0.0017479869],"study_design_scores_gemma":[0.0027900694,0.000979151,0.99218595,0.000036055782,0.00011707956,0.00025174642,0.0011049089,0.0004798256,0.0016821555,0.000042425443,0.000010501397,0.00032010995],"about_ca_topic_score_codex":0.0022904123,"about_ca_topic_score_gemma":0.00011954787,"teacher_disagreement_score":0.0360704,"about_ca_system_score_codex":0.00012228242,"about_ca_system_score_gemma":0.000025900661,"threshold_uncertainty_score":0.9999211},"labels":[],"label_agreement":null},{"id":"W3111442601","doi":"10.1002/alz.043895","title":"Obstructive sleep apnea is associated with depressive symptoms among patients with mild cognitive impairment","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Polysomnography; Internal medicine; Dementia; Depression (economics); Mood; Sleep apnea; Risk factor; Montreal Cognitive Assessment; Cognition; Physical therapy; Pediatrics; Psychiatry; Apnea","score_opus":0.01609220540644292,"score_gpt":0.2551387865312004,"score_spread":0.23904658112475752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111442601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926284,0.0022706834,0.0004922929,0.00039581177,0.00008720578,0.0026142865,0.000217329,0.00015314668,0.0011408271],"genre_scores_gemma":[0.99760175,0.000002975898,0.00041295195,0.0011128683,0.000092977476,0.00021990685,0.00042741903,0.0001232247,0.0000059199015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99620396,0.00015432163,0.0004125234,0.00096728833,0.0014094611,0.0008524452],"domain_scores_gemma":[0.9973663,0.00014688242,0.00034873968,0.00035292885,0.0011169406,0.00066819217],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000966071,0.0005242579,0.0006176931,0.0001442487,0.00024197073,0.00007157372,0.00024532655,0.00016189647,0.0007703413],"category_scores_gemma":[0.0001002119,0.00039976664,0.0001374174,0.00071748166,0.00052956,0.0003906317,0.00022342821,0.0005641709,0.000110306115],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019375815,0.0005527532,0.920192,0.000012980809,0.06492593,0.00013985048,0.0018096874,0.0000059323233,0.00005959859,0.000011229412,0.00024492524,0.010107533],"study_design_scores_gemma":[0.013298608,0.002925661,0.9403671,0.00012507285,0.025986632,0.0000054746406,0.00057551364,0.00070119125,0.015453006,0.000008698556,0.000042488,0.00051057484],"about_ca_topic_score_codex":0.000072923496,"about_ca_topic_score_gemma":0.000021986958,"teacher_disagreement_score":0.0389393,"about_ca_system_score_codex":0.000055518256,"about_ca_system_score_gemma":0.000073273484,"threshold_uncertainty_score":0.99984545},"labels":[],"label_agreement":null},{"id":"W3111739029","doi":"10.1152/ajpendo.00272.2020","title":"Metabolic responses to intermittent hypoxia are regulated by sex and estradiol in mice","year":2020,"lang":"en","type":"article","venue":"American Journal of Physiology-Endocrinology and Metabolism","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Government of Canada","keywords":"Internal medicine; Endocrinology; Ovariectomized rat; Glycogen; Glucose homeostasis; Insulin; Intermittent hypoxia; Carbohydrate metabolism; Biology; Glucose tolerance test; Impaired glucose tolerance; Insulin resistance; Hormone; Medicine; Obstructive sleep apnea","score_opus":0.0167562012639457,"score_gpt":0.2854755807161265,"score_spread":0.2687193794521808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111739029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985034,0.005148571,0.000031038606,0.009399804,0.00009744082,0.00022606364,0.000019552712,0.000016426828,0.000027112395],"genre_scores_gemma":[0.99457365,0.001320669,0.0010110673,0.0028189183,0.000203273,0.000009132642,0.0000019099436,0.00002333189,0.00003803488],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99779433,0.0005901379,0.00052544224,0.0004034116,0.00017469499,0.0005119617],"domain_scores_gemma":[0.99861354,0.00023911925,0.00034344738,0.00014105505,0.00016079687,0.0005020234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019791756,0.00024366177,0.001257077,0.0003834233,0.000055704008,0.000010482706,0.00019210909,0.000066219116,0.000030738065],"category_scores_gemma":[0.00050582056,0.00019572907,0.00009787288,0.0004019088,0.00092722557,0.00010959065,0.00015462095,0.0008073568,0.000007247137],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025512706,0.00009819954,0.01200543,0.00002254959,0.00036666077,0.00022391202,0.00089609495,0.000002278359,0.90296644,0.0001760224,0.0002772203,0.08041392],"study_design_scores_gemma":[0.0026091458,0.0011632968,0.95550805,0.000023104392,0.00018119118,0.0014577765,0.002214355,0.000031899548,0.029911421,0.000116552226,0.0066220216,0.00016117639],"about_ca_topic_score_codex":0.000040488205,"about_ca_topic_score_gemma":0.0000017068647,"teacher_disagreement_score":0.9435026,"about_ca_system_score_codex":0.000022344086,"about_ca_system_score_gemma":0.00005446831,"threshold_uncertainty_score":0.79816},"labels":[],"label_agreement":null},{"id":"W3111846082","doi":"10.1016/j.chest.2020.11.052","title":"Effect of CPAP Therapy on Kidney Function in Patients With Chronic Kidney Disease","year":2020,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Kidney Disease Network; University of Calgary; Libin Cardiovascular Institute of Alberta; Foothills Medical Centre","funders":"","keywords":"Medicine; Renal function; Kidney disease; Interquartile range; Internal medicine; Albuminuria; Randomized controlled trial; Creatinine; Urology","score_opus":0.012499916716385338,"score_gpt":0.27051141379236615,"score_spread":0.2580114970759808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111846082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996692,0.00011267876,0.00008128158,0.0022921055,0.00012273282,0.00045843303,0.000010758901,0.000011822342,0.00021821183],"genre_scores_gemma":[0.9984629,0.000025253152,0.000024135245,0.0010754411,0.0003388764,0.000008254612,0.000024717376,0.000027256829,0.000013122972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986428,0.000149841,0.00019848271,0.00017792456,0.00059559004,0.0002353552],"domain_scores_gemma":[0.9984872,0.00005269609,0.00010013224,0.00014884617,0.00012269306,0.0010884614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023473415,0.00013962074,0.00024910888,0.00012869896,0.000044226905,0.000016241078,0.00008921523,0.000042146177,0.00042016094],"category_scores_gemma":[0.00055593776,0.000088987224,0.00007820112,0.00027047383,0.00007548721,0.00009606286,0.000018314597,0.0005519194,0.000031552187],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023015376,0.00028561873,0.93804485,0.00039170939,0.00012350448,0.00006473036,0.00012263736,0.00001545528,0.0027782274,0.0000062925706,0.0007900881,0.034361497],"study_design_scores_gemma":[0.019724756,0.014706221,0.95437044,0.0002971021,0.000059126516,0.0000041671565,0.000005969409,0.00020129536,0.0077720545,0.0000083163495,0.0027567323,0.0000937919],"about_ca_topic_score_codex":0.000002556017,"about_ca_topic_score_gemma":2.2041091e-7,"teacher_disagreement_score":0.034267705,"about_ca_system_score_codex":0.00024343398,"about_ca_system_score_gemma":0.00027053992,"threshold_uncertainty_score":0.46004677},"labels":[],"label_agreement":null},{"id":"W3112482287","doi":"10.1002/alz.045275","title":"Increased self‐reported sleepiness is associated with larger brain volume and less ischemic brain injury in a community sample","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Epworth Sleepiness Scale; Brain size; Internal medicine; Body mass index; Medicine; Framingham Heart Study; Psychology; Hyperintensity; Framingham Risk Score; Cardiology; Magnetic resonance imaging; Disease; Polysomnography","score_opus":0.03997959764907202,"score_gpt":0.3005032993389597,"score_spread":0.2605237016898877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112482287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877395,0.00200673,0.000179008,0.008610621,0.000030019979,0.0008474176,0.00013366406,0.00015045096,0.00030259058],"genre_scores_gemma":[0.9928081,0.000007302618,0.0009497187,0.005623404,0.00004862671,0.00006629021,0.0004194576,0.000070982576,0.000006136388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972725,0.00058438454,0.0004923165,0.00048125346,0.0005893812,0.0005801679],"domain_scores_gemma":[0.99817413,0.0004502858,0.000199733,0.00051520584,0.00026973922,0.00039088796],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010031883,0.00031416857,0.0005684556,0.00017135791,0.00019377044,0.00005648312,0.00023872046,0.00017448084,0.00048861786],"category_scores_gemma":[0.0012071818,0.00029632793,0.00007001337,0.00093299104,0.0002042231,0.00022255922,0.00031799616,0.00094314263,0.000022991358],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007349125,0.0008160024,0.92294234,0.000059956634,0.022177994,0.00018071996,0.0034998523,6.9034326e-7,0.02889,0.000018727704,0.01148682,0.009191972],"study_design_scores_gemma":[0.011025291,0.0010321593,0.92792636,0.00014840196,0.010062048,0.000051402367,0.0013041261,0.0055255885,0.033683456,0.00005450703,0.008379993,0.0008066473],"about_ca_topic_score_codex":0.0028983029,"about_ca_topic_score_gemma":0.00036530048,"teacher_disagreement_score":0.012115947,"about_ca_system_score_codex":0.000037596616,"about_ca_system_score_gemma":0.00012668621,"threshold_uncertainty_score":0.99994886},"labels":[],"label_agreement":null},{"id":"W3112583341","doi":"10.1186/s12871-021-01371-0","title":"Perioperative adherence to continuous positive airway pressure and its effect on postoperative nocturnal hypoxemia in obstructive sleep apnea patients: a prospective cohort study","year":2021,"lang":"en","type":"article","venue":"BMC Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Toronto Western Hospital; Public Health Ontario; Women's College Hospital; University of Toronto; University Health Network","funders":"University Health Network","keywords":"Medicine; Continuous positive airway pressure; Hypoxemia; Anesthesia; Obstructive sleep apnea; Perioperative; Prospective cohort study; Sleep apnea; Oxygen saturation; Uvulopalatopharyngoplasty; Polysomnography; Apnea; Internal medicine; Oxygen","score_opus":0.010752256146926563,"score_gpt":0.28349271509679547,"score_spread":0.2727404589498689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112583341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99059325,0.00033252768,0.000021128197,0.00012630872,0.00013686833,0.0075241216,0.000049219787,0.000041755844,0.0011748],"genre_scores_gemma":[0.9976265,0.0000017761471,0.00032142157,0.0003963006,0.0000803301,0.0010221909,0.00004379812,0.000055632674,0.00045205432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99496907,0.0018314791,0.0004989102,0.0014663948,0.00054696156,0.00068719836],"domain_scores_gemma":[0.9967973,0.00092782266,0.00013239107,0.0004197614,0.0013746187,0.0003480962],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045312094,0.00054638635,0.0012893606,0.0003076716,0.0002161829,0.000053936677,0.00018902379,0.00027453885,0.00017046159],"category_scores_gemma":[0.0024583244,0.00043256962,0.000105025596,0.0006087727,0.0002702627,0.00017977628,0.00022934399,0.00091924466,0.00009171911],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005984544,0.0010285096,0.9764761,0.000044669847,0.00040845113,0.0008926295,0.0079627875,0.000045177978,0.0028735392,0.00028442935,0.0000050997246,0.003994117],"study_design_scores_gemma":[0.0069205845,0.029792204,0.93954086,0.00008752709,0.00019620235,0.00025475048,0.0033157184,0.00020382131,0.019274864,0.00001618709,0.000021167101,0.00037613514],"about_ca_topic_score_codex":0.00008956874,"about_ca_topic_score_gemma":0.00020906962,"teacher_disagreement_score":0.03693521,"about_ca_system_score_codex":0.00032236282,"about_ca_system_score_gemma":0.00018516865,"threshold_uncertainty_score":0.9998126},"labels":[],"label_agreement":null},{"id":"W3112780292","doi":"10.1016/j.jsmc.2020.10.005","title":"Alternative Care Pathways for Obstructive Sleep Apnea and the Impact on Positive Airway Pressure Adherence","year":2020,"lang":"en","type":"review","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Intensive care medicine; Polysomnography; Continuous positive airway pressure; Positive airway pressure; Ambulatory; Primary care; Sleep apnea; Sleep (system call); Apnea; Internal medicine; Family medicine","score_opus":0.05990748089486321,"score_gpt":0.40435894223063534,"score_spread":0.34445146133577215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112780292","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000056424073,0.9794049,0.0006137242,0.0009126362,0.0013647656,0.011715865,0.002548208,0.0001024637,0.0032809936],"genre_scores_gemma":[0.0055341236,0.9867648,0.00032039653,0.0005983721,0.0038154216,0.0011904475,0.0012997794,0.00031052355,0.00016613682],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99305284,0.0010526893,0.0017095824,0.001819854,0.0013843362,0.0009807226],"domain_scores_gemma":[0.9868692,0.00829491,0.0013288326,0.0012712649,0.00137079,0.0008649858],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0011740368,0.0014624875,0.0057450132,0.0003827237,0.00035405386,0.00005810518,0.0009149062,0.0007823636,0.00020578808],"category_scores_gemma":[0.00570338,0.00075462647,0.0015436251,0.00071704853,0.002272712,0.00010120958,0.00046457298,0.0031389,0.000092878894],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002744757,0.00010751258,0.00003097315,0.009702565,0.004679625,0.00016275773,0.00421397,0.0000068680065,5.443507e-7,0.0013724496,0.00045497602,0.976523],"study_design_scores_gemma":[0.03854771,0.02699278,0.00027612806,0.031232908,0.030581167,0.0005885428,0.008393681,0.008469443,0.000023801926,0.0028856962,0.8498282,0.002179985],"about_ca_topic_score_codex":0.0000740883,"about_ca_topic_score_gemma":0.000004644308,"teacher_disagreement_score":0.974343,"about_ca_system_score_codex":0.00051940465,"about_ca_system_score_gemma":0.00039652034,"threshold_uncertainty_score":0.9998125},"labels":[],"label_agreement":null},{"id":"W3112982057","doi":"10.1109/sensors47125.2020.9278820","title":"An Accelerometer based EyeGlass to Monitor Food Intake in Free-Living and Lab Environment","year":2020,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Accelerometer; Wearable computer; Food intake; Computer science; Mastication; Artificial intelligence; Computer vision; Medicine; Dentistry; Embedded system","score_opus":0.035126587462436215,"score_gpt":0.2878773953121527,"score_spread":0.2527508078497165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112982057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884598,0.00005138134,0.0022058047,0.008162165,0.000035221572,0.00048149005,0.000012230182,0.000036326303,0.0005555292],"genre_scores_gemma":[0.98662984,0.000003447948,0.011699792,0.0014275999,0.00011777842,0.000035062905,0.0000034857817,0.000025037067,0.000057950598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880505,0.000066510525,0.00015827168,0.000355241,0.00033699424,0.000277947],"domain_scores_gemma":[0.9991152,0.00009100955,0.000014750971,0.00030242218,0.000017694638,0.00045889965],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015527503,0.00011771511,0.00019056154,0.00013563744,0.000022475662,0.000030064497,0.00013553846,0.00005854661,0.0012870202],"category_scores_gemma":[0.00018897929,0.00010451525,0.00002429868,0.00019461357,0.00004780782,0.00011768236,0.00017858991,0.00020193613,0.00006807456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042924806,0.0005986614,0.5652804,0.00020395248,0.00010264985,0.00011766666,0.0019663873,0.00005583698,0.30131248,0.000103492726,0.0004383741,0.12939088],"study_design_scores_gemma":[0.0027082034,0.0032764352,0.9241713,0.000048946564,0.000024303521,0.0000048091606,0.0011877047,0.008891535,0.057764944,0.00002590312,0.0016564857,0.00023941507],"about_ca_topic_score_codex":0.000054198015,"about_ca_topic_score_gemma":0.000036316014,"teacher_disagreement_score":0.35889092,"about_ca_system_score_codex":0.00010533343,"about_ca_system_score_gemma":0.000009911414,"threshold_uncertainty_score":0.9996259},"labels":[],"label_agreement":null},{"id":"W3113301773","doi":"10.2196/18050","title":"Heart Rate Measurements in Patients with Obstructive Sleep Apnea and Atrial Fibrillation: Prospective Pilot Study Assessing Apple Watch’s Agreement With Telemetry Data","year":2020,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telemetry; Medicine; Atrial fibrillation; Heart rate; Obstructive sleep apnea; Cardiology; Concordance; Bland–Altman plot; Heart rate variability; Internal medicine; Limits of agreement; Blood pressure; Nuclear medicine","score_opus":0.0657980814197658,"score_gpt":0.32175267407766645,"score_spread":0.25595459265790066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113301773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99212396,0.0000668438,0.0003361179,0.0004312981,0.00008007635,0.0064410614,0.00007811934,0.00004988916,0.00039262153],"genre_scores_gemma":[0.9973642,6.2359715e-7,0.001700673,0.00004479497,0.0005917435,0.00007410254,0.00016012287,0.000055676122,0.000008011882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962379,0.0003272236,0.00037302982,0.0010691498,0.0015413451,0.00045139977],"domain_scores_gemma":[0.9982905,0.00007700472,0.00013764802,0.0007242161,0.00048656837,0.00028410464],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005672587,0.0003350592,0.00071012415,0.000125036,0.00014872152,0.0001244632,0.0001863932,0.000047025784,0.000025874539],"category_scores_gemma":[0.00016956223,0.00025266508,0.00004532941,0.0008053109,0.00014907803,0.00058491016,0.0003960929,0.00041024722,0.000011794638],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006098233,0.000184011,0.9859715,0.00008242542,0.0009809713,0.00003467313,0.0009767603,0.000109340035,0.0001821567,0.0000015546618,0.000037518606,0.005340866],"study_design_scores_gemma":[0.0184397,0.006927008,0.9708398,0.000049580096,0.00024770875,0.000008573742,0.002210501,0.00063207117,0.00017731494,0.0000033823014,0.00018058154,0.000283788],"about_ca_topic_score_codex":0.00008488413,"about_ca_topic_score_gemma":0.00004073768,"teacher_disagreement_score":0.015131701,"about_ca_system_score_codex":0.00035989942,"about_ca_system_score_gemma":0.00009927699,"threshold_uncertainty_score":0.99999255},"labels":[],"label_agreement":null},{"id":"W3113355187","doi":"10.1002/mds.28412","title":"Impact of Obstructive Sleep Apnea on Cognitive and Motor Functions in Parkinson's Disease","year":2020,"lang":"en","type":"review","venue":"Movement Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Obstructive sleep apnea; Polysomnography; Medicine; Meta-analysis; Parkinson's disease; Internal medicine; Epworth Sleepiness Scale; Comorbidity; Physical therapy; Sleep apnea; Confidence interval; Cognition; Cohort study; Disease; Apnea; Psychiatry; Cognitive impairment","score_opus":0.026995912899560465,"score_gpt":0.33617623240994116,"score_spread":0.3091803195103807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113355187","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007494028,0.9846641,0.00008944218,0.00016948488,0.00013118454,0.0046799113,0.0015057876,0.000037263595,0.0012287892],"genre_scores_gemma":[0.027925443,0.97052974,0.000026768415,0.00012884941,0.00008168247,0.0006792543,0.00042874998,0.00011104438,0.00008849551],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973816,0.00020770435,0.000570792,0.0007911911,0.0005922564,0.00045645575],"domain_scores_gemma":[0.99846774,0.0003403376,0.00027556752,0.0003417095,0.00010420394,0.00047043996],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001197522,0.00056933303,0.0016091474,0.0006523653,0.000058993046,0.000021014814,0.00013573388,0.00016545488,0.00026191992],"category_scores_gemma":[0.00048312478,0.00045854147,0.00069391786,0.00080501067,0.00029839616,0.00007909773,0.00015968175,0.0006862916,0.000038769154],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007610086,0.0006059617,0.02161771,0.006565653,0.0013338882,0.0000618857,0.00012783121,0.000001948897,0.0000016366691,0.000057022167,0.000052495194,0.96881294],"study_design_scores_gemma":[0.01566022,0.009548087,0.6530719,0.024117123,0.008193616,0.0000043464424,0.0032721334,0.001068262,0.0000036584436,0.0028473816,0.27965662,0.0025566425],"about_ca_topic_score_codex":0.00015727506,"about_ca_topic_score_gemma":0.000026343672,"teacher_disagreement_score":0.9662563,"about_ca_system_score_codex":0.0006148449,"about_ca_system_score_gemma":0.00022553583,"threshold_uncertainty_score":0.9997866},"labels":[],"label_agreement":null},{"id":"W3114605644","doi":"10.1164/rccm.202011-4291ed","title":"Predicting Behavioral Problems from Sleep-disordered Breathing Trajectories. Not an Easy Game","year":2020,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Sleep disordered breathing; Sleep (system call); Breathing; Cognitive psychology; Physical medicine and rehabilitation; Psychiatry; Obstructive sleep apnea; Anesthesia; Psychology; Computer science","score_opus":0.04366567835560189,"score_gpt":0.34076307485237395,"score_spread":0.2970973964967721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114605644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67893153,0.008502741,0.0006918303,0.3092691,0.0011717594,0.0007364771,0.00030470692,0.000118328404,0.0002735218],"genre_scores_gemma":[0.7841436,0.00004098426,0.0006698711,0.20245591,0.012411995,0.000016670916,0.000106684856,0.00014566307,0.000008612743],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938353,0.0008139317,0.0014058057,0.0008204671,0.0023134782,0.00081101945],"domain_scores_gemma":[0.99504083,0.0009909746,0.0006098405,0.00052904023,0.0016109843,0.0012183147],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004949321,0.0006684857,0.0022393651,0.0004766712,0.00019182853,0.00007821849,0.00045544837,0.00042897076,0.00029460888],"category_scores_gemma":[0.002056101,0.00052390195,0.00030220958,0.000525,0.003402106,0.00033798043,0.00012757105,0.006356382,0.00000391082],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005422219,0.00068006106,0.20589426,0.004988883,0.0017273331,0.07896364,0.040224228,0.0000053310127,0.01988819,0.00006956324,0.02048747,0.62164885],"study_design_scores_gemma":[0.027332539,0.22645745,0.04399433,0.010925651,0.016360063,0.0075535043,0.12514475,0.0004994378,0.0023046,0.0008170239,0.53444153,0.0041691307],"about_ca_topic_score_codex":0.00046410479,"about_ca_topic_score_gemma":0.000014563918,"teacher_disagreement_score":0.6174797,"about_ca_system_score_codex":0.00027921554,"about_ca_system_score_gemma":0.00033133512,"threshold_uncertainty_score":0.9997212},"labels":[],"label_agreement":null},{"id":"W3114621463","doi":"10.5664/jcsm.9064","title":"Treatment for patients with sleep apnea on opioids for chronic pain: results of the OpSafe trial","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; Western University; University Health Network; University of Toronto; Toronto General Hospital; St. Joseph's Hospital","funders":"","keywords":"Medicine; Polysomnography; Sleep apnea; Continuous positive airway pressure; Positive airway pressure; Chronic pain; Obstructive sleep apnea; Physical therapy; Anesthesia; Opioid; Apnea; Internal medicine","score_opus":0.09218046412797246,"score_gpt":0.4066286335896808,"score_spread":0.3144481694617084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114621463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8784518,0.00038048605,0.0075909253,0.10133332,0.0029182215,0.008517352,0.00017943843,0.000021893527,0.0006065208],"genre_scores_gemma":[0.9898799,0.000046843747,0.0012818824,0.0014419152,0.0071443305,0.00005352119,0.00003150821,0.00004853725,0.00007153574],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99484867,0.00040416772,0.0026303653,0.00037331795,0.0013470643,0.00039643014],"domain_scores_gemma":[0.9898086,0.006041078,0.0016936809,0.00045625115,0.0013710392,0.00062930386],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0030199888,0.00028105493,0.0016210628,0.00010908316,0.00009044068,0.000007108946,0.00038710295,0.00019618095,0.00005366192],"category_scores_gemma":[0.025270583,0.00012628603,0.00074650825,0.00035516603,0.0004870705,0.00006666001,0.000046304875,0.00059425755,0.0000022074512],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5947793,0.0025974442,0.016038353,0.0002633321,0.0014091905,0.000020730558,0.00033168308,0.00006100808,0.00009767421,0.00009570428,0.0026826467,0.3816229],"study_design_scores_gemma":[0.57127565,0.35026938,0.031569105,0.00044764456,0.001311984,0.00000826427,0.0001790085,0.0048407135,0.0005388512,0.00008924023,0.03930565,0.00016453632],"about_ca_topic_score_codex":0.000006354501,"about_ca_topic_score_gemma":0.000004010811,"teacher_disagreement_score":0.38145837,"about_ca_system_score_codex":0.00024523409,"about_ca_system_score_gemma":0.0002794076,"threshold_uncertainty_score":0.98293996},"labels":[],"label_agreement":null},{"id":"W3115916610","doi":"10.1055/s-0040-1721506","title":"Prognostic Impact of Obstructive Sleep Apnea in Patients Presenting with Acute Symptomatic Pulmonary Embolism","year":2020,"lang":"en","type":"article","venue":"Thrombosis and Haemostasis","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Pulmonary embolism; Confidence interval; Odds ratio; Internal medicine; Obstructive sleep apnea; Pediatrics","score_opus":0.03276872748406919,"score_gpt":0.3144312462496502,"score_spread":0.281662518765581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115916610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975757,0.000071368246,0.000047712158,0.0004524854,0.000019415611,0.0011487777,0.00008275337,0.00003683978,0.00056492304],"genre_scores_gemma":[0.9987518,0.000029901885,0.001001225,0.000047623325,0.00003497639,0.000037261445,0.000048912596,0.000045356574,0.0000029509804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811894,0.00008549317,0.00038892915,0.00043234014,0.0005374476,0.00043684474],"domain_scores_gemma":[0.99893343,0.00012082372,0.00016667461,0.00024597807,0.0002367294,0.00029636794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009445411,0.00026267985,0.0007082726,0.00018217039,0.000070260496,0.000028268292,0.00012520382,0.00008778612,0.00009907058],"category_scores_gemma":[0.00015207652,0.00019389094,0.000115380884,0.0006761491,0.00025661738,0.00023144386,0.00016649482,0.00026842635,0.0000068971144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053588557,0.00033262826,0.9769545,0.00030782213,0.00094087265,0.000039978437,0.0022042887,0.000010825295,0.0011736343,0.00003136224,0.000009470681,0.017458716],"study_design_scores_gemma":[0.0025855135,0.0010222633,0.9883637,0.00008849315,0.0004096037,0.00001563137,0.00046178518,0.0051375725,0.001683837,0.00004717541,0.0000015891172,0.0001828444],"about_ca_topic_score_codex":0.00012992685,"about_ca_topic_score_gemma":0.0000027507106,"teacher_disagreement_score":0.017275872,"about_ca_system_score_codex":0.00009302631,"about_ca_system_score_gemma":0.00004646073,"threshold_uncertainty_score":0.7906643},"labels":[],"label_agreement":null},{"id":"W3116795577","doi":"10.1161/strokeaha.120.031709","title":"Trials in Sleep Apnea and Stroke","year":2020,"lang":"en","type":"review","venue":"Stroke","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Continuous positive airway pressure; Stroke (engine); Randomized controlled trial; Obstructive sleep apnea; Sleep apnea; Population; Clinical trial; Physical therapy; Apnea; Intensive care medicine; Emergency medicine; Internal medicine","score_opus":0.10310456046983056,"score_gpt":0.4070146379412474,"score_spread":0.30391007747141685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116795577","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000035391513,0.9885144,0.000049376762,0.00024903246,0.0002715701,0.0024622302,0.0005307915,0.000052965737,0.00783424],"genre_scores_gemma":[0.00016414208,0.99701446,0.0005570599,0.000042707416,0.00072925363,0.00018970428,0.000114365714,0.00009867998,0.0010896149],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99578655,0.00094440184,0.0013227083,0.00076135295,0.000637436,0.00054756086],"domain_scores_gemma":[0.9974596,0.0011870093,0.00036724118,0.00050068734,0.00007123744,0.00041422853],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017146391,0.00050962926,0.0053842617,0.0006222736,0.000039860806,0.00005670425,0.00023984721,0.00044513657,0.00036206635],"category_scores_gemma":[0.0034180686,0.0003885819,0.0007664123,0.00043181275,0.000162628,0.000062314204,0.00026750582,0.0014361418,0.00023353031],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006765453,0.000042704778,0.00014567564,0.010247056,0.00046865662,0.00035838597,0.00003697564,1.9196637e-8,0.00001573635,0.00015031676,0.00010287012,0.9883639],"study_design_scores_gemma":[0.0016869237,0.0002603984,0.000070884504,0.001943065,0.0011509688,0.000117220974,0.000064524254,0.000031130356,0.000012106126,0.000013135718,0.9943801,0.00026953313],"about_ca_topic_score_codex":0.000022490747,"about_ca_topic_score_gemma":0.000009032907,"teacher_disagreement_score":0.99427724,"about_ca_system_score_codex":0.00025787426,"about_ca_system_score_gemma":0.00019690773,"threshold_uncertainty_score":0.9998566},"labels":[],"label_agreement":null},{"id":"W3117067101","doi":"10.1016/j.freeradbiomed.2020.12.433","title":"Lung oxidative stress and transcriptional regulations induced by estradiol and intermittent hypoxia","year":2020,"lang":"en","type":"article","venue":"Free Radical Biology and Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Ovariectomized rat; Internal medicine; Oxidative stress; Endocrinology; Superoxide dismutase; Glutathione peroxidase; Antioxidant; Catalase; Xanthine oxidase; Hypoxia (environmental); Dismutase; Gene expression; Intermittent hypoxia; Glutathione; Chemistry; Hormone; Biology; Medicine; Enzyme; Gene; Biochemistry; Obstructive sleep apnea; Oxygen","score_opus":0.032382585580811356,"score_gpt":0.31773723500880385,"score_spread":0.2853546494279925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117067101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9400215,0.0047869296,0.0010785479,0.053188637,0.00007406463,0.00036736915,0.00012564078,0.000030293184,0.0003269867],"genre_scores_gemma":[0.9975716,0.0003144716,0.0003289588,0.0012375664,0.00029976954,0.0000145119075,0.00019072865,0.00001000842,0.000032416174],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989154,0.00010401831,0.0002286159,0.00038137406,0.0001491386,0.0002214615],"domain_scores_gemma":[0.99905574,0.0001935184,0.000039457584,0.000120206874,0.00004831543,0.00054273586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014159072,0.00015294022,0.00036586876,0.00007365904,0.00010044128,0.000004970682,0.00007121683,0.00017911318,0.00018048802],"category_scores_gemma":[0.0005715611,0.000108935164,0.000021674896,0.000115598945,0.0015561937,0.000050474704,0.00005873822,0.00041716782,0.0000010679828],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007575484,0.00012458758,0.09583757,0.00023685549,0.00040033687,0.00004553705,0.0020996656,6.02359e-8,0.8278059,0.019173248,0.0031128516,0.05040585],"study_design_scores_gemma":[0.012751848,0.0038583323,0.9666533,0.00023637249,0.00036212069,0.00026308335,0.0010205543,0.0020170286,0.0054132193,0.002253442,0.0048791175,0.0002915982],"about_ca_topic_score_codex":0.00003789352,"about_ca_topic_score_gemma":0.0000048264014,"teacher_disagreement_score":0.8708157,"about_ca_system_score_codex":0.00002098733,"about_ca_system_score_gemma":0.000022632496,"threshold_uncertainty_score":0.573386},"labels":[],"label_agreement":null},{"id":"W3118777708","doi":"10.1016/j.chest.2020.07.086","title":"Personalized Medicine for OSA Syndrome in a Nutshell","year":2021,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Scopus; Medicine; Context (archaeology); Sleep medicine; Personalized medicine; Precision medicine; MEDLINE; Bioinformatics; Pathology; Sleep disorder; Psychiatry; Law","score_opus":0.048801223292505226,"score_gpt":0.35032330083811913,"score_spread":0.3015220775456139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118777708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.964703,0.0036904726,0.0032094293,0.022432266,0.00050936954,0.00041804367,0.0000071779405,0.000021624588,0.005008564],"genre_scores_gemma":[0.9892689,0.00019214644,0.006218738,0.0004549106,0.000666398,0.000022543532,0.000018132214,0.00003763683,0.0031205912],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985146,0.00007285715,0.00032772808,0.00021659925,0.000474566,0.0003936332],"domain_scores_gemma":[0.99885416,0.00019560738,0.00007087039,0.00017969901,0.00038997486,0.00030967483],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006826033,0.0001244315,0.0003974233,0.00021715501,0.00008016619,0.000024430497,0.00010364583,0.00008419095,0.00194334],"category_scores_gemma":[0.0012748658,0.0000987579,0.00013072453,0.00035647326,0.00017603577,0.00008176324,0.00003556468,0.00059260416,0.000031223008],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041265516,0.0023340671,0.26025802,0.0037743389,0.0015585055,0.06714919,0.008809778,0.000009792861,0.53154147,0.0076178326,0.01153259,0.10128789],"study_design_scores_gemma":[0.066501245,0.0027982115,0.577859,0.002045514,0.00048628874,0.13366488,0.0103795715,0.0014177916,0.028617674,0.008995361,0.16651036,0.0007241347],"about_ca_topic_score_codex":0.0000048059874,"about_ca_topic_score_gemma":0.000006510045,"teacher_disagreement_score":0.5029238,"about_ca_system_score_codex":0.00026154687,"about_ca_system_score_gemma":0.00020483855,"threshold_uncertainty_score":0.998969},"labels":[],"label_agreement":null},{"id":"W3119772142","doi":"10.1007/s11325-020-02183-1","title":"The effects of continuous positive airway pressure and mandibular advancement therapy on metabolic outcomes of patients with mild obstructive sleep apnea: a randomized controlled study","year":2021,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Polysomnography; Randomized controlled trial; Body mass index; Dyslipidemia; Neurology; Sleep apnea; Oral appliance; Internal medicine; Anesthesia; Apnea; Obesity","score_opus":0.004209181314305154,"score_gpt":0.24673512244448503,"score_spread":0.2425259411301799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119772142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981531,0.011918326,0.00017327997,0.00015446065,0.00013004655,0.005915842,0.00002322042,0.000012946222,0.00014086634],"genre_scores_gemma":[0.9989855,0.0003356499,0.0002134099,0.00006140953,0.000022824759,0.00025839513,0.000010056482,0.000027515021,0.00008519247],"study_design_codex":"observational","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9973435,0.00072418706,0.0004984205,0.00041260204,0.0007275789,0.0002937042],"domain_scores_gemma":[0.99619526,0.00241758,0.00033462755,0.0003346232,0.0006110075,0.00010693323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006209031,0.00030486428,0.0020063005,0.000113974915,0.00019674042,0.000035568915,0.0000846041,0.00006478509,0.000008054938],"category_scores_gemma":[0.00068748504,0.00015295482,0.00018978362,0.00016456917,0.00036836488,0.000094797746,0.00009331059,0.0002487331,2.3481444e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.41245788,0.0029817221,0.44203046,0.00032242775,0.028832225,0.00013854241,0.012155327,0.000012331376,0.0022354347,0.0012310708,9.919319e-7,0.09760158],"study_design_scores_gemma":[0.5374859,0.0022455265,0.44275087,0.00013342238,0.0025271142,0.0000068627996,0.0017217777,0.0002214813,0.012653429,0.000071274946,0.000017597824,0.00016476707],"about_ca_topic_score_codex":0.00004766322,"about_ca_topic_score_gemma":0.0000058280243,"teacher_disagreement_score":0.125028,"about_ca_system_score_codex":0.000017215252,"about_ca_system_score_gemma":0.000018030543,"threshold_uncertainty_score":0.6237316},"labels":[],"label_agreement":null},{"id":"W3119998997","doi":"10.36303/sajaa.2020.26.6.s2.2513","title":"Obstructive sleep apnoea and polymorphisms: implications for anaesthesia care","year":2020,"lang":"en","type":"article","venue":"Southern African Journal of Anaesthesia and Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Codeine; Oxycodone; Anesthesia; Morphine; Hydromorphone; Opioid; Obstructive sleep apnea; Hydrocodone; Pharmacology; Internal medicine; Receptor","score_opus":0.021017132709343144,"score_gpt":0.26753555154998204,"score_spread":0.2465184188406389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119998997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734706,0.0050688605,0.0027210203,0.017939037,0.000020301015,0.0004781641,0.000064541906,0.000025950625,0.00021149668],"genre_scores_gemma":[0.9949449,0.00022139864,0.003996575,0.00047621806,0.00027157168,0.000012111454,0.000006642967,0.000055617904,0.00001502066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998413,0.00008639581,0.00048008154,0.00034778513,0.0003027186,0.00036999263],"domain_scores_gemma":[0.9980898,0.00006150785,0.00035109528,0.00020323515,0.0005460784,0.0007482777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018691723,0.00026222103,0.00061512657,0.00025279567,0.00020017853,0.00006356366,0.00019847973,0.000107029686,0.00002080875],"category_scores_gemma":[0.0001251303,0.00021294162,0.00023109568,0.0003969898,0.00037111362,0.00012800047,0.000030955664,0.00032446434,0.000003965505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002176694,0.00016788178,0.5214561,0.00030112534,0.00081089395,0.00024589238,0.02999746,0.000009720052,0.007705938,0.0051379045,0.000115052644,0.4318753],"study_design_scores_gemma":[0.009025809,0.011919113,0.8247672,0.0002151397,0.0018327156,0.0017230051,0.13283367,0.00081266393,0.0011271029,0.0038648897,0.010864623,0.0010140815],"about_ca_topic_score_codex":0.000014181569,"about_ca_topic_score_gemma":0.0000032141104,"teacher_disagreement_score":0.4308612,"about_ca_system_score_codex":0.000073403375,"about_ca_system_score_gemma":0.00009639793,"threshold_uncertainty_score":0.86835074},"labels":[],"label_agreement":null},{"id":"W3120925701","doi":"10.1164/rccm.202010-3900oc","title":"The Sleep Apnea–Specific Pulse-Rate Response Predicts Cardiovascular Morbidity and Mortality","year":2021,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":192,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Heart, Lung, and Blood Institute","keywords":"Medicine; Hazard ratio; Internal medicine; Cardiology; Obstructive sleep apnea; Sleep apnea; Subclinical infection; Confidence interval","score_opus":0.03453407905955858,"score_gpt":0.33319419432698366,"score_spread":0.2986601152674251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120925701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93013126,0.06401233,0.00053109956,0.00447382,0.00032503853,0.00014657789,0.000011742598,0.000012903015,0.00035522573],"genre_scores_gemma":[0.9972865,0.0007623336,0.0001343005,0.0009398193,0.00083293434,0.000006305983,0.0000017092215,0.0000255545,0.000010523259],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9957099,0.0017218062,0.00062760006,0.00037132023,0.0011386663,0.00043070625],"domain_scores_gemma":[0.9950994,0.0016137053,0.00012983073,0.00057533255,0.0017718107,0.0008098712],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036032575,0.00022551203,0.0008691279,0.00013384009,0.00032236427,0.000050115887,0.00014696667,0.000072205185,0.00006200184],"category_scores_gemma":[0.006708511,0.00014212381,0.00022281236,0.00047603127,0.0043480215,0.00012676777,0.00011361143,0.000866813,0.0000017718405],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006873407,0.00015685376,0.14373563,0.00044511998,0.0014966765,0.012201226,0.0020382311,0.000004047698,0.024317544,0.0012669548,0.00042215615,0.8070421],"study_design_scores_gemma":[0.003817344,0.007760033,0.89353347,0.0002365626,0.0011157836,0.0026228847,0.02748119,0.000036450303,0.003480418,0.00023985689,0.059420347,0.00025566408],"about_ca_topic_score_codex":0.000016927865,"about_ca_topic_score_gemma":0.0000046428313,"teacher_disagreement_score":0.8067865,"about_ca_system_score_codex":0.00010183376,"about_ca_system_score_gemma":0.00019039251,"threshold_uncertainty_score":0.9983616},"labels":[],"label_agreement":null},{"id":"W3121067940","doi":"10.1016/j.sleep.2020.12.042","title":"Women with OSA have higher chances of having metabolic syndrome than men: effect of gender on syndrome Z in cross sectional study","year":2021,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Metabolic syndrome; Medicine; Obstructive sleep apnea; Internal medicine; Population; Sleep apnea; Gastroenterology; Obesity","score_opus":0.02727865722315262,"score_gpt":0.3276509516382164,"score_spread":0.30037229441506375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121067940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952277,0.00095449295,0.00001337506,0.00018565796,0.0003051323,0.0011345507,0.000015061265,0.000027057738,0.0021369902],"genre_scores_gemma":[0.99903864,0.000017584389,0.0000419486,0.000040840416,0.00012263843,0.00017916934,0.000022573862,0.00005125985,0.00048536944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958228,0.00041300684,0.0006874746,0.00064692,0.001849227,0.0005806107],"domain_scores_gemma":[0.99814135,0.0004119988,0.00022736941,0.00062251725,0.00035425308,0.0002425332],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001587198,0.0003379654,0.0013612013,0.00059977814,0.00005835151,0.000009112726,0.0001955992,0.00011608461,0.0012007374],"category_scores_gemma":[0.00030085497,0.00022644596,0.00007755354,0.00097365543,0.00048041772,0.0001114053,0.00011807281,0.00054318155,0.000010064597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019964932,0.00087053445,0.98044944,0.000516469,0.0012271242,0.002560905,0.0019203037,0.000038606275,0.009312788,0.000084139654,0.000004111933,0.001019109],"study_design_scores_gemma":[0.012243856,0.009873695,0.96354765,0.00028966158,0.00020958316,0.00070309587,0.0021711488,0.000046336114,0.010704062,0.00003231472,0.00001641133,0.00016217206],"about_ca_topic_score_codex":0.00021474861,"about_ca_topic_score_gemma":0.00004300442,"teacher_disagreement_score":0.016901752,"about_ca_system_score_codex":0.00022846156,"about_ca_system_score_gemma":0.000067985384,"threshold_uncertainty_score":0.9997123},"labels":[],"label_agreement":null},{"id":"W3121451230","doi":"10.46747/cfp.670121","title":"Continuous positive airway pressure for obstructive sleep apnea in children","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Tonsillectomy; Pediatrics; Sleep (system call); Adenoidectomy; Positive pressure; Airway; Anesthesia","score_opus":0.009605352151764782,"score_gpt":0.24735274272972793,"score_spread":0.23774739057796315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121451230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89554393,0.0023446153,0.00026381758,0.0015622572,0.0004126424,0.002980796,0.0020291775,0.0000640019,0.094798766],"genre_scores_gemma":[0.98606217,0.0000040803766,0.0005673685,0.011617975,0.00044015484,0.00014452434,0.0005037873,0.00008004374,0.0005798745],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99775124,0.0000921148,0.00026190784,0.0006624053,0.00030233274,0.00092999765],"domain_scores_gemma":[0.99813426,0.00009720259,0.00006411707,0.0004838021,0.00055937876,0.00066121673],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010440166,0.00027670013,0.00053192687,0.00032369647,0.00014940191,0.000052096933,0.00019174114,0.000173292,0.000014502187],"category_scores_gemma":[0.00010364852,0.0003091946,0.00019005114,0.00064900424,0.00017852504,0.0001565111,0.000047716232,0.00043954514,0.000055200377],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007620615,0.0008161489,0.14990588,0.00031936888,0.0038970716,0.0014465856,0.0019410106,0.00016778328,0.08272657,0.01455721,0.0071052257,0.73635507],"study_design_scores_gemma":[0.0042641745,0.00030000674,0.9609937,0.000102571124,0.0002613183,0.000028074306,0.0023507709,0.0009804243,0.019865546,0.00081478554,0.009491474,0.00054712855],"about_ca_topic_score_codex":0.007318474,"about_ca_topic_score_gemma":0.0064878715,"teacher_disagreement_score":0.81108785,"about_ca_system_score_codex":0.00053712225,"about_ca_system_score_gemma":0.00058627815,"threshold_uncertainty_score":0.99993604},"labels":[],"label_agreement":null},{"id":"W3122396622","doi":"10.1016/j.ccep.2020.10.003","title":"Sleep Apnea and Atrial Fibrillation","year":2021,"lang":"en","type":"review","venue":"Cardiac Electrophysiology Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute; McGill University; Université de Montréal","funders":"National Heart Foundation of Australia; Boston Scientific Corporation; University of Adelaide; Medtronic; Sanofi Australia; Biotronik; Bayer; ResMed; National Health and Medical Research Council; St. Jude Medical; Pfizer","keywords":"Medicine; Atrial fibrillation; Obstructive sleep apnea; Cardiology; Internal medicine; Continuous positive airway pressure; Sleep apnea; Sinus rhythm; Cardioversion; Catheter ablation; Anesthesia","score_opus":0.03870170358972452,"score_gpt":0.38624116792277013,"score_spread":0.3475394643330456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122396622","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00067427475,0.99643964,0.000029682655,0.000046670546,0.0012004309,0.0012253298,0.00007244214,0.00006681217,0.00024471592],"genre_scores_gemma":[0.00006522825,0.99120945,0.00030896458,0.000034342855,0.0066746823,0.000028152921,0.0014047124,0.00012109699,0.00015335143],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99608034,0.0010013669,0.0008867399,0.0010501416,0.00030918999,0.0006722083],"domain_scores_gemma":[0.99685663,0.001346315,0.00036658492,0.00083813054,0.00033297224,0.00025936915],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004087023,0.00054027635,0.004488975,0.00024968278,0.00012095608,0.000030130916,0.00013738516,0.0011645365,0.000057188525],"category_scores_gemma":[0.0011896921,0.00046176172,0.00241665,0.0005717937,0.00032346582,0.000046359703,0.00026028167,0.0014870856,0.00018468544],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069137,0.0000070868364,0.00005364989,0.0032452384,0.0019371471,0.000056266803,0.000006792313,7.7731556e-7,0.000034336575,0.0001815284,0.00010720422,0.99430084],"study_design_scores_gemma":[0.0005818629,0.0007552272,0.00007191756,0.00056154217,0.0040132054,0.00013900458,0.0000068345107,0.000076481,0.0000045474767,0.00006775041,0.9933395,0.0003821772],"about_ca_topic_score_codex":0.000002094491,"about_ca_topic_score_gemma":1.2704496e-7,"teacher_disagreement_score":0.99391866,"about_ca_system_score_codex":0.00022455565,"about_ca_system_score_gemma":0.00040806283,"threshold_uncertainty_score":0.9997834},"labels":[],"label_agreement":null},{"id":"W3122858547","doi":"10.1016/j.smrv.2021.101442","title":"Interstitial lung disease and obstructive sleep apnea","year":2021,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Providence Health Care","funders":"National Health and Medical Research Council; National Heart Foundation of Australia; Boehringer Ingelheim","keywords":"Obstructive sleep apnea; Medicine; Interstitial lung disease; Disease; Sleep apnea; Pathogenesis; Epidemiology; Pathophysiology; Intensive care medicine; Sleep (system call); Sleep disorder; Population; Lung; Internal medicine; Psychiatry","score_opus":0.062228799166881996,"score_gpt":0.39313505311449354,"score_spread":0.33090625394761153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122858547","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000044537874,0.9877222,0.00083324587,0.0005976696,0.0015356117,0.0061462577,0.00008610347,0.00010123058,0.0029732145],"genre_scores_gemma":[0.000010634997,0.99304855,0.0005294371,0.00033840546,0.0032879296,0.00085749745,0.0010406907,0.00023697906,0.0006498517],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99205965,0.0013195267,0.0024071198,0.0019137104,0.0012436998,0.001056318],"domain_scores_gemma":[0.9942613,0.00061134074,0.00093068363,0.0018870267,0.00043421055,0.001875409],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0014174415,0.0014778879,0.008638566,0.0008480079,0.00019799602,0.000059497113,0.0005460853,0.00048625338,0.0022372361],"category_scores_gemma":[0.004598406,0.000997213,0.001436608,0.0014167905,0.0011606034,0.0001907533,0.0006937118,0.00213188,0.00028961175],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044006825,0.00009309477,0.00006137471,0.076311894,0.0010938072,0.0009354401,0.00012105612,2.3564745e-8,0.0000012602303,0.00040792514,0.0024211947,0.91850895],"study_design_scores_gemma":[0.001286947,0.00021134516,0.00004163599,0.068068855,0.013447439,0.0008448616,0.00010194442,0.00011318162,4.2180187e-7,0.000026480395,0.91517586,0.00068105967],"about_ca_topic_score_codex":0.000023018818,"about_ca_topic_score_gemma":0.0000048149004,"teacher_disagreement_score":0.91782784,"about_ca_system_score_codex":0.0007470732,"about_ca_system_score_gemma":0.00027619483,"threshold_uncertainty_score":0.99979705},"labels":[],"label_agreement":null},{"id":"W3123496689","doi":"10.1038/s41598-021-82041-6","title":"Changes in headache characteristics with oral appliance treatment for obstructive sleep apnea","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"Seoul National University Dental Hospital; Seoul National University","keywords":"Medicine; Headaches; Migraine; Polysomnography; Obstructive sleep apnea; Anesthesia; Morning; Oxygen saturation; Phonophobia; Oral appliance; Apnea; Physical therapy; Internal medicine; Surgery","score_opus":0.03885635585747875,"score_gpt":0.31721719765485523,"score_spread":0.27836084179737647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123496689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938594,0.00015441237,0.0009812076,0.0008993822,0.0016790467,0.0015092198,0.000029726234,0.000047329064,0.00084029516],"genre_scores_gemma":[0.9880695,0.0000039463157,0.006480006,0.000037704955,0.0001411962,0.00041671432,0.0003211121,0.000036672387,0.0044931998],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99743146,0.000042962423,0.00035518638,0.0010358306,0.0005868556,0.00054768345],"domain_scores_gemma":[0.9980982,0.00006341109,0.00018032634,0.00085682643,0.0005943508,0.0002068798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050295884,0.00021318173,0.00045664984,0.0001929799,0.00016888892,0.0001290004,0.0000647329,0.00008188303,0.0001225954],"category_scores_gemma":[0.00024312858,0.00016522373,0.00008207503,0.00078590924,0.00034629647,0.00009449614,0.00005323239,0.00014303515,0.0000111775025],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009873704,0.0016203201,0.46861115,0.0004551322,0.00041022492,0.015571896,0.0020675932,0.000017788265,0.17831957,0.00031246728,0.00038255038,0.33124393],"study_design_scores_gemma":[0.0050255684,0.0013218394,0.26375535,0.00022495387,0.0002860903,0.0046322457,0.002427872,0.0025411905,0.6442457,0.0018348478,0.072954245,0.0007500919],"about_ca_topic_score_codex":0.000024158067,"about_ca_topic_score_gemma":0.0004920767,"teacher_disagreement_score":0.46592614,"about_ca_system_score_codex":0.00042874648,"about_ca_system_score_gemma":0.00024745308,"threshold_uncertainty_score":0.6737628},"labels":[],"label_agreement":null},{"id":"W3123722755","doi":"10.1016/j.smrv.2021.101441","title":"The relationship between opioid use and obstructive sleep apnea: A systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Obstructive sleep apnea; Opioid; Continuous positive airway pressure; Meta-analysis; Observational study; Positive airway pressure; Randomized controlled trial; Anesthesia; Apnea–hypopnea index; Internal medicine; Physical therapy; Polysomnography; Apnea","score_opus":0.24562391587190927,"score_gpt":0.423924404043298,"score_spread":0.17830048817138874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123722755","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012813242,0.9814932,0.00025445042,0.0016209714,0.00010257005,0.016231744,0.00011756621,0.000050862374,0.0001273897],"genre_scores_gemma":[0.000011979661,0.99376804,0.000491924,0.0004718779,0.00028788473,0.0032428717,0.0005638971,0.0001422144,0.0010193101],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98508537,0.006125679,0.0047959033,0.0016958462,0.001457198,0.00083998515],"domain_scores_gemma":[0.9787581,0.013633288,0.0027330427,0.0032460247,0.00076083967,0.000868686],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.007825859,0.0015186917,0.029831542,0.00084581313,0.00055851095,0.00017822775,0.00062840484,0.0005014274,0.00027753465],"category_scores_gemma":[0.036437426,0.00071425684,0.004344145,0.00444386,0.001070362,0.00027846568,0.000535967,0.0021340062,0.00008480993],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019813422,0.000018632581,0.00036394567,0.78884065,0.14236437,0.00004386104,0.00007630595,7.120636e-9,1.6590624e-8,0.00050656724,0.00024571386,0.06753794],"study_design_scores_gemma":[0.00021688516,0.00008114845,0.00018696992,0.08320387,0.67905444,0.00029612827,0.00005260143,0.0000022891825,2.4145361e-8,0.000034055327,0.23649535,0.00037622973],"about_ca_topic_score_codex":0.00004139672,"about_ca_topic_score_gemma":0.00002257684,"teacher_disagreement_score":0.7056368,"about_ca_system_score_codex":0.00032176686,"about_ca_system_score_gemma":0.00011943173,"threshold_uncertainty_score":0.9997562},"labels":[],"label_agreement":null},{"id":"W3124034075","doi":"10.1002/ppul.25291","title":"Pediatric obstructive sleep apnea—Dental professionals can play a crucial role","year":2021,"lang":"en","type":"review","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Craniofacial; Malocclusion; Sleep apnea; Dentistry; Craniofacial abnormality; Otorhinolaryngology; Dental trauma; Pediatrics; Surgery; Psychiatry","score_opus":0.027907652981486532,"score_gpt":0.3508099838422337,"score_spread":0.3229023308607472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124034075","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034519024,0.9879265,0.000029426059,0.00015975164,0.002999502,0.003160755,0.0005576463,0.00020709539,0.0015074346],"genre_scores_gemma":[0.001092151,0.9829453,0.0005608621,0.000090633584,0.011674856,0.0011560033,0.0013436032,0.00030824487,0.0008283332],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99146706,0.0011955184,0.0018769326,0.002201403,0.0013241618,0.0019348975],"domain_scores_gemma":[0.9950004,0.0010771849,0.0011215563,0.0013281816,0.00061457936,0.0008580719],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00056043436,0.0013370281,0.005078961,0.002339939,0.00035160393,0.00007488015,0.0010084679,0.0022169144,0.0013969044],"category_scores_gemma":[0.0014771267,0.0011657699,0.0015412963,0.0031147115,0.0002773799,0.00015256704,0.0013312704,0.0036711646,0.0008412939],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009481262,0.0009785565,0.012808635,0.012361019,0.0009938886,0.0029526146,0.00028417207,4.509768e-7,0.0000022691918,0.0003109672,0.0011341247,0.9680785],"study_design_scores_gemma":[0.0057995357,0.0013952127,0.009065857,0.0013796861,0.029246219,0.011968725,0.0016535684,0.00007748117,0.000015485093,0.00050702685,0.9343588,0.004532445],"about_ca_topic_score_codex":0.00009300142,"about_ca_topic_score_gemma":0.000027986016,"teacher_disagreement_score":0.96354604,"about_ca_system_score_codex":0.0012286025,"about_ca_system_score_gemma":0.0023490165,"threshold_uncertainty_score":0.9999381},"labels":[],"label_agreement":null},{"id":"W3124236584","doi":"10.18203/2349-3259.ijct20210143","title":"Cognition and obstructive sleep apnoea in Parkinson’s disease, effect of positive airway pressure therapy (COPE-PAP trial): protocol of a randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"International Journal of Clinical Trials","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Cognition; Population; Neurocognitive; Polysomnography; Randomized controlled trial; Placebo; Dementia; Internal medicine; Physical therapy; Disease; Apnea; Psychiatry; Pathology","score_opus":0.08053250188597014,"score_gpt":0.49029103911271105,"score_spread":0.40975853722674094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124236584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.824093,0.0007183328,0.00029253782,0.0012087596,0.0019521532,0.17106305,0.0001200594,0.000006010475,0.0005460978],"genre_scores_gemma":[0.98178357,0.00029954858,0.0003825994,0.00006500692,0.0019205925,0.015453946,0.00001492854,0.00002421458,0.00005561983],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9750263,0.015828768,0.0067839334,0.00034288524,0.0018282857,0.00018979904],"domain_scores_gemma":[0.94249165,0.047707208,0.0055816662,0.00021011688,0.0037083765,0.00030098582],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03272725,0.00025760476,0.0064779297,0.00043819175,0.000020493919,0.00004308833,0.00025273836,0.0002385301,0.00038866568],"category_scores_gemma":[0.15892453,0.00015909472,0.0025219314,0.0001975086,0.00048696404,0.00020930615,0.00008064995,0.00068272307,0.0000011789965],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9550235,0.0018557607,0.002786872,0.00008570982,0.008828159,0.0002161392,0.000078503464,0.0000137449,0.0018652567,0.00012912977,0.00001401055,0.029103177],"study_design_scores_gemma":[0.96928155,0.0060006073,0.0059078983,0.0006895558,0.0015510719,0.000029230805,0.00003376294,0.0003283267,0.014575365,0.0012986385,0.00019553235,0.00010848475],"about_ca_topic_score_codex":0.00001000058,"about_ca_topic_score_gemma":0.0000018449093,"teacher_disagreement_score":0.15769055,"about_ca_system_score_codex":0.00005440838,"about_ca_system_score_gemma":0.0005343259,"threshold_uncertainty_score":0.99601084},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3125363602","doi":"10.1007/s11325-021-02291-6","title":"Combination of positional therapy with positive airway pressure for titration in patients with difficult to treat obstructive sleep apnea","year":2021,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Supine position; Medicine; Obstructive sleep apnea; Positive airway pressure; Polysomnography; Anesthesia; Continuous positive airway pressure; Body position; Otorhinolaryngology; Apnea; Surgery; Physical medicine and rehabilitation","score_opus":0.007121121134334651,"score_gpt":0.2433002635350074,"score_spread":0.23617914240067273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125363602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99431777,0.00009090781,0.0034213131,0.0004259009,0.000026473082,0.0011312158,0.00010414468,0.000012950444,0.00046930893],"genre_scores_gemma":[0.9960668,0.0000023093155,0.0033358526,0.00006897315,0.000030729167,0.000067863155,0.00036016287,0.000020965315,0.000046319597],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988732,0.000055285404,0.00016850002,0.0003250287,0.0003856078,0.0001924177],"domain_scores_gemma":[0.9987006,0.00010070031,0.000067942325,0.00012473017,0.0009174178,0.00008858373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007965488,0.00014830648,0.00024980525,0.00013714297,0.00008905456,0.000027436332,0.00003751435,0.000070038215,0.000016943064],"category_scores_gemma":[0.000041577277,0.00010771938,0.000031090283,0.0003155922,0.00006699437,0.00020265552,0.000021450578,0.00012834549,5.555187e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016620118,0.0032569927,0.7252222,0.00040905527,0.0010135199,0.000069863025,0.010586111,0.00032772406,0.04002767,0.003840441,0.000012466544,0.1986139],"study_design_scores_gemma":[0.011098414,0.0026260312,0.93322337,0.00014903885,0.00012552776,0.000026150687,0.0006101061,0.0011276935,0.05074179,0.00010691056,0.000008511764,0.00015644246],"about_ca_topic_score_codex":0.00003636325,"about_ca_topic_score_gemma":0.000018545736,"teacher_disagreement_score":0.20800123,"about_ca_system_score_codex":0.00007737055,"about_ca_system_score_gemma":0.000029564615,"threshold_uncertainty_score":0.4392669},"labels":[],"label_agreement":null},{"id":"W3125759856","doi":"10.1007/s11695-021-05240-0","title":"CPAP Is Not Needed in Every Sleep Apnea Patient Awaiting Bariatric Surgery","year":2021,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre de Géomatique du Québec; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Obstructive sleep apnea; Body mass index; Surgery; Incidence (geometry); Diabetes mellitus; Sleep apnea; Obesity; Apnea; Anesthesia; Internal medicine","score_opus":0.02912819021203931,"score_gpt":0.26438809955529097,"score_spread":0.23525990934325167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125759856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937849,0.0006156877,0.00007658142,0.0024150189,0.0009422629,0.00031755035,0.000027577697,0.000104949904,0.0017154934],"genre_scores_gemma":[0.9969466,0.00007172363,0.0002483431,0.0018859331,0.00034757928,0.000034773282,0.00010287848,0.000067727575,0.0002944593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99565107,0.00045123274,0.0009184275,0.000808297,0.0011450023,0.0010259837],"domain_scores_gemma":[0.9949439,0.0031978192,0.00020065419,0.0007711456,0.00047916637,0.0004072959],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013624257,0.00034302566,0.0010795825,0.00096967345,0.00016711923,0.000078206176,0.00011111249,0.00026453275,0.0013540608],"category_scores_gemma":[0.003274343,0.00036656953,0.0005899678,0.0020812657,0.00010031997,0.00027641517,0.00029002025,0.0007112148,0.0003366732],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002207788,0.0006526865,0.93116796,0.00030407295,0.00013291772,0.0028163039,0.00037955426,0.0000062759577,0.00430824,0.00002500341,0.004557755,0.05542843],"study_design_scores_gemma":[0.00075459917,0.00003360772,0.9089303,0.0001950316,0.00009550978,0.00025363406,0.0015649215,0.0013425861,0.08387862,0.000060827733,0.0023085354,0.00058184774],"about_ca_topic_score_codex":0.0005122265,"about_ca_topic_score_gemma":0.00004689335,"teacher_disagreement_score":0.079570375,"about_ca_system_score_codex":0.0004221561,"about_ca_system_score_gemma":0.00044180514,"threshold_uncertainty_score":0.99987864},"labels":[],"label_agreement":null},{"id":"W3125865933","doi":"10.1007/s11325-021-02299-y","title":"Validation of the STOP-Bang questionnaire for screening of obstructive sleep apnea in the general population and commercial drivers: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Toronto Western Hospital; London Health Sciences Centre; University of Toronto; University Health Network","funders":"University of Toronto","keywords":"Medicine; Obstructive sleep apnea; Meta-analysis; Population; MEDLINE; Systematic review; CINAHL; Physical therapy; PsycINFO; Psychiatry; Internal medicine; Psychological intervention; Environmental health","score_opus":0.07269006919951612,"score_gpt":0.3683051654774764,"score_spread":0.29561509627796023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125865933","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017301553,0.99326193,0.0011591223,0.00022011841,0.00002426075,0.0035113685,0.0000800151,0.0000049703194,0.000008080133],"genre_scores_gemma":[0.1167307,0.8787292,0.0031190282,0.00016477161,0.000096671916,0.0006679529,0.00040373259,0.00005999661,0.000027905378],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9969138,0.0011895156,0.0009136412,0.00037520364,0.0004417149,0.00016616272],"domain_scores_gemma":[0.99801403,0.0004865798,0.00079254276,0.00040983793,0.0002501143,0.00004689823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016382303,0.0002844193,0.0036636686,0.00028667785,0.00014717507,0.000043146418,0.0001445822,0.00015505358,0.0000058954947],"category_scores_gemma":[0.00065146334,0.00015170299,0.0008741228,0.00080293673,0.00013147484,0.0001340619,0.00012513062,0.0003153984,4.8238025e-8],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013190179,0.00005895937,0.0018216826,0.82315433,0.051842026,0.0000077284785,0.0019685845,0.000010164617,0.0000027221074,0.00090225093,0.0000015098851,0.12021685],"study_design_scores_gemma":[0.0005435277,0.000072193696,0.0026795138,0.04387594,0.9506824,0.0001870436,0.0006869121,0.0008935805,0.000007672783,0.00006580325,0.000060238315,0.00024517422],"about_ca_topic_score_codex":0.00024072886,"about_ca_topic_score_gemma":0.000029736106,"teacher_disagreement_score":0.89884037,"about_ca_system_score_codex":0.00006254455,"about_ca_system_score_gemma":0.00001957817,"threshold_uncertainty_score":0.61862683},"labels":[],"label_agreement":null},{"id":"W3125905748","doi":"10.1007/s11325-020-02274-z","title":"Socioeconomic disparities in obstructive sleep apnea: a systematic review of empirical research","year":2021,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Obstructive sleep apnea; Medicine; Neurology; Socioeconomic status; Otorhinolaryngology; Sleep apnea; Intensive care medicine; Internal medicine; Environmental health; Psychiatry; Population","score_opus":0.08788131963925504,"score_gpt":0.4281305963786523,"score_spread":0.34024927673939726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125905748","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023350165,0.9946678,0.000014314552,0.0002415124,0.00014446526,0.0037725717,0.000056745266,0.000025491701,0.00084358815],"genre_scores_gemma":[0.00043800587,0.99809885,0.00029008507,0.000095719006,0.00014951413,0.00059524295,0.00011996281,0.00009583636,0.00011676201],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9932715,0.002053568,0.0019310368,0.00097046804,0.0009595336,0.0008138613],"domain_scores_gemma":[0.99567187,0.0021260101,0.0004887467,0.0009067999,0.00052378175,0.00028281627],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003706123,0.00056522555,0.006537546,0.0009081897,0.0001499651,0.00008195459,0.000383304,0.0005366735,0.00013270981],"category_scores_gemma":[0.00226183,0.0004388812,0.0007826818,0.0008599398,0.00058156817,0.00017825274,0.00061268953,0.002271742,0.000046719506],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008056022,0.00009970822,0.00026279665,0.86369264,0.00072847184,0.00028845255,0.0003063904,2.8953755e-8,4.0561434e-7,0.0003084093,0.000028228544,0.13427642],"study_design_scores_gemma":[0.0005846202,0.00012901518,0.00008573151,0.9891949,0.002947078,0.0011960227,0.0008216481,0.00007430759,0.0000027930935,0.000110071174,0.004438584,0.00041522682],"about_ca_topic_score_codex":0.00011663874,"about_ca_topic_score_gemma":0.000009692104,"teacher_disagreement_score":0.1338612,"about_ca_system_score_codex":0.00089077296,"about_ca_system_score_gemma":0.00032425168,"threshold_uncertainty_score":0.9998063},"labels":[],"label_agreement":null},{"id":"W3126689115","doi":"10.2147/nss.s278170","title":"Polymorphism of the Serotonin Transporter Gene and the Peripheral 5-Hydroxytryptamine in Obstructive Sleep Apnea: What Do We Know and What are We Looking for? A Systematic Review of the Literature","year":2021,"lang":"en","type":"review","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Serotonin transporter; Serotonin; Medicine; Obstructive sleep apnea; Sleep apnea; Internal medicine; Bioinformatics; Biology","score_opus":0.012775081991770331,"score_gpt":0.3016821391119757,"score_spread":0.28890705712020537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126689115","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033189293,0.98801976,0.000005878293,0.0021879636,0.00031621306,0.006083226,0.000053570147,0.0000034785328,0.000010974595],"genre_scores_gemma":[0.020718291,0.9786491,0.00014188426,0.00014894281,0.00006058341,0.00021010882,0.0000067156916,0.00002960973,0.000034801727],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9961493,0.0004766153,0.001065691,0.00072793616,0.0011849677,0.00039551244],"domain_scores_gemma":[0.99669755,0.0004892517,0.001052202,0.0009785146,0.00066905736,0.000113414666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019427589,0.00048146106,0.00308306,0.00026708795,0.00019802187,0.00022509918,0.0007751096,0.000500831,0.000008493035],"category_scores_gemma":[0.00058381516,0.0002040328,0.00054464163,0.0021974784,0.0026165105,0.00073151226,0.00030629153,0.0014783998,4.700302e-8],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043195985,0.000044260345,0.000090709415,0.6958789,0.00027240562,0.000013557893,0.0029148096,3.3012807e-7,0.00013045123,0.00059249566,0.0000019921085,0.30001688],"study_design_scores_gemma":[0.0013036877,0.00007749412,0.00024264154,0.99063534,0.0018058957,0.0005164755,0.0032030558,0.00014819244,0.0003907781,0.00014915924,0.0012968208,0.00023043503],"about_ca_topic_score_codex":0.0000039355155,"about_ca_topic_score_gemma":0.0000084225085,"teacher_disagreement_score":0.29978645,"about_ca_system_score_codex":0.0001028746,"about_ca_system_score_gemma":0.00019345556,"threshold_uncertainty_score":0.9640642},"labels":[],"label_agreement":null},{"id":"W3127252284","doi":"10.1007/s11325-021-02301-7","title":"Machine learning for image-based detection of patients with obstructive sleep apnea: an exploratory study","year":2021,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Japan Society for the Promotion of Science","keywords":"Obstructive sleep apnea; Neurology; Otorhinolaryngology; Medicine; Sleep apnea; Sleep (system call); Exploratory research; Polysomnography; Apnea; Anesthesia; Audiology; Surgery; Computer science; Psychiatry","score_opus":0.0140793867273713,"score_gpt":0.26584397018165107,"score_spread":0.25176458345427977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127252284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819636,0.00013024801,0.016762605,0.000029496145,0.000086933636,0.00087779143,0.000022008084,0.000053397605,0.00007396397],"genre_scores_gemma":[0.9962645,0.0000011539234,0.0034117277,0.000025654961,0.00006615982,0.00007363824,0.00009708372,0.000048093185,0.000011967316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837255,0.00018857923,0.0002520715,0.0004706348,0.00043589438,0.00028026343],"domain_scores_gemma":[0.9984916,0.00013527047,0.00012758008,0.00026064581,0.0008238058,0.00016111875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029942882,0.0001974866,0.00035991744,0.0001757746,0.00024636363,0.000041574458,0.0000594163,0.00006971591,0.000021858623],"category_scores_gemma":[0.00024267787,0.00016439873,0.00006329265,0.00029319795,0.00011292691,0.00032735104,0.00006101827,0.00033496905,0.0000010656597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027892673,0.0018160623,0.7166614,0.000359318,0.0005497359,0.0001275228,0.0058118356,0.000110791465,0.03552199,0.00001868215,2.400186e-7,0.23623316],"study_design_scores_gemma":[0.030328037,0.010552854,0.70815134,0.00013257939,0.00106691,0.00005724006,0.026667362,0.0693889,0.15280943,0.00010396175,0.000084052816,0.00065734505],"about_ca_topic_score_codex":0.000033591215,"about_ca_topic_score_gemma":0.00006643379,"teacher_disagreement_score":0.23557582,"about_ca_system_score_codex":0.00008628201,"about_ca_system_score_gemma":0.000032964548,"threshold_uncertainty_score":0.6703986},"labels":[],"label_agreement":null},{"id":"W3127785761","doi":"10.1111/jsr.13288","title":"Impact of continuous positive airway pressure mode on adherence to treatment in obstructive sleep apnea patients awaiting bariatric surgery","year":2021,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cégep de Lévis; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Fondation Institut Universitaire de Cardiologie et de Pneumologie de Québec","keywords":"Obstructive sleep apnea; Medicine; Continuous positive airway pressure; Airway; Confidence interval; Anesthesia; Positive airway pressure; Sleep apnea; Population; Uvulopalatopharyngoplasty; Positive pressure; Randomized controlled trial; Apnea; Surgery; Internal medicine; Polysomnography","score_opus":0.043712829673854016,"score_gpt":0.3776392176314196,"score_spread":0.3339263879575656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127785761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964019,0.0005918362,0.0000755769,0.00029370605,0.0002073079,0.0009794724,0.000121064295,0.0000071027703,0.0013220417],"genre_scores_gemma":[0.9988184,0.00006983117,0.0005510812,0.000015639174,0.00028055685,0.000030949624,0.000018609868,0.000053973716,0.00016095144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99340034,0.0011938808,0.0011754964,0.00052477827,0.0026710704,0.0010344393],"domain_scores_gemma":[0.9899048,0.0025845969,0.0004396063,0.0005035406,0.005864868,0.00070257636],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017528271,0.00032463498,0.0012477019,0.0020920597,0.00012533819,0.00006561068,0.0003112974,0.00020409955,0.0002917863],"category_scores_gemma":[0.0048225634,0.00024946115,0.0006035784,0.0023641943,0.00019053942,0.00029152897,0.00021802535,0.0013883178,0.000029626242],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0066619986,0.003190084,0.7790953,0.00012409108,0.0014572456,0.0015972983,0.0022086217,0.0013959093,0.013197021,0.000052148585,0.00010472825,0.19091552],"study_design_scores_gemma":[0.0050495667,0.011450767,0.9433687,0.00046770234,0.00013989097,0.0001534704,0.0014532808,0.0014647368,0.03609335,0.000103491424,0.000030241194,0.00022485034],"about_ca_topic_score_codex":0.0009892862,"about_ca_topic_score_gemma":0.000057714635,"teacher_disagreement_score":0.19069068,"about_ca_system_score_codex":0.0017751398,"about_ca_system_score_gemma":0.00085731974,"threshold_uncertainty_score":0.99999577},"labels":[],"label_agreement":null},{"id":"W3127834409","doi":"10.5664/jcsm.9128","title":"Laryngomalacia in infancy improves with increasing age irrespective of treatment","year":2021,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta; Women and Children’s Health Research Institute","funders":"","keywords":"Laryngomalacia; Stridor; Medicine; Pediatrics; Crying; Airway; Surgery; Psychiatry","score_opus":0.06567310921763937,"score_gpt":0.40696322835649007,"score_spread":0.3412901191388507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127834409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.734071,0.003613684,0.00006709349,0.25609452,0.0010925003,0.00091968174,0.000015748736,0.0000140623515,0.0041116816],"genre_scores_gemma":[0.8468448,0.002815297,0.0055070445,0.109621756,0.0337504,0.00003188511,0.00017123781,0.00028929833,0.00096829224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99174607,0.0012323268,0.0038996295,0.00057923247,0.0019287231,0.0006140276],"domain_scores_gemma":[0.9901572,0.004523688,0.0026821666,0.00070908136,0.0014861643,0.0004416937],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0033511205,0.0005591646,0.0045479117,0.00097603386,0.00003405772,0.000015259266,0.00036109853,0.0010080251,0.00044102562],"category_scores_gemma":[0.008646398,0.00032734356,0.00069950684,0.0008162405,0.0010891403,0.00013896356,0.00010890344,0.0056663123,0.0000043446926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019337857,0.002634666,0.6207628,0.0016392252,0.008054423,0.15738219,0.0013168597,0.000006673867,0.0030495066,0.000026649961,0.03170155,0.15408757],"study_design_scores_gemma":[0.039389376,0.039633006,0.8045881,0.008700002,0.0030986704,0.0041818353,0.0006995102,0.00007234016,0.00050854805,0.00023683102,0.098361,0.0005308114],"about_ca_topic_score_codex":0.00037929637,"about_ca_topic_score_gemma":0.00010124504,"teacher_disagreement_score":0.18382524,"about_ca_system_score_codex":0.0005854874,"about_ca_system_score_gemma":0.00088173733,"threshold_uncertainty_score":0.99991786},"labels":[],"label_agreement":null},{"id":"W3128798498","doi":"10.1186/s12871-021-01263-3","title":"Effects of an individualized analgesia protocol on the need for medical interventions after adenotonsillectomy in children: a randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"BMC Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Fentanyl; Anesthesia; Pain medicine; Tonsillectomy; Morphine; Polysomnography; Obstructive sleep apnea; Anesthesiology; Apnea; Surgery","score_opus":0.01865563146316275,"score_gpt":0.34860783606683177,"score_spread":0.32995220460366903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128798498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78579724,0.00006950024,0.00020590321,0.0005825304,0.000039839448,0.21323301,0.0000025292748,0.000018384177,0.00005106067],"genre_scores_gemma":[0.59693366,8.6565177e-7,0.0007599181,0.0003198957,0.00011356505,0.40177333,0.000023063038,0.000022503873,0.000053195537],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99310297,0.0047154934,0.00095276145,0.0003950819,0.00047543907,0.0003582444],"domain_scores_gemma":[0.99111384,0.007904584,0.00024435966,0.00038813768,0.00020085863,0.00014820936],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003004478,0.00021611628,0.0019990152,0.00032838466,0.00005183185,0.000012857997,0.00021525945,0.00030012307,0.00067121215],"category_scores_gemma":[0.017120901,0.000120616765,0.0009399583,0.00032973528,0.00046864396,0.00003056552,0.000060135717,0.00037186014,0.0000066903463],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9757167,0.0016554281,0.019710714,0.0002703285,0.00046643364,0.0001125266,0.00010799779,7.519031e-7,0.0001456756,0.0011122916,0.000017154392,0.00068397075],"study_design_scores_gemma":[0.90541285,0.0025506713,0.088471636,0.00021714364,0.0002955942,0.0001052921,0.00005204324,0.0003629973,0.0019249464,0.0004811808,0.000026059182,0.00009956124],"about_ca_topic_score_codex":0.000016896263,"about_ca_topic_score_gemma":0.00003198112,"teacher_disagreement_score":0.1888636,"about_ca_system_score_codex":0.000042878426,"about_ca_system_score_gemma":0.00035766608,"threshold_uncertainty_score":0.9911583},"labels":[],"label_agreement":null},{"id":"W3128804714","doi":"10.1007/s10286-021-00784-8","title":"Blunted sympathetic neurovascular transduction is associated to the severity of obstructive sleep apnea","year":2021,"lang":"en","type":"article","venue":"Clinical Autonomic Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Women and Children’s Health Research Institute; University of Alberta","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Microneurography; Medicine; Hyperoxia; Blood pressure; Cardiology; Anesthesia; Obstructive sleep apnea; Internal medicine; Apnea; Vasomotor; Heart rate; Baroreflex","score_opus":0.08947677829400834,"score_gpt":0.41191328631700014,"score_spread":0.3224365080229918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128804714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98145986,0.00017431722,0.0004753486,0.014772504,0.00054721255,0.0012013867,0.00005996353,0.000050232942,0.0012591516],"genre_scores_gemma":[0.99771684,0.00006697927,0.00034216425,0.0004250765,0.0003059148,0.00007230836,0.000033023218,0.00005538915,0.0009822866],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9931282,0.0024809893,0.0011212036,0.0010034912,0.0014294634,0.00083666015],"domain_scores_gemma":[0.9937825,0.0019640427,0.00013307188,0.001457133,0.0021588302,0.00050438277],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006064296,0.00022204779,0.00082909374,0.00026100557,0.0002662365,0.000059249654,0.00056660903,0.0003197395,0.00093405496],"category_scores_gemma":[0.008219941,0.00017322034,0.00065502804,0.0017229026,0.001008174,0.00010280616,0.00044953066,0.0021493682,0.00044841325],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024747842,0.005767887,0.13603,0.00040415485,0.0042457585,0.00072465354,0.0062397677,0.00031117766,0.050321247,0.001201863,0.003697314,0.7885814],"study_design_scores_gemma":[0.0041959304,0.0014617248,0.88385874,0.00010961975,0.00025331698,0.00015297085,0.0016911447,0.019827051,0.07371885,0.0012386846,0.013157073,0.00033488357],"about_ca_topic_score_codex":0.000105837855,"about_ca_topic_score_gemma":0.000026868593,"teacher_disagreement_score":0.7882465,"about_ca_system_score_codex":0.00044794008,"about_ca_system_score_gemma":0.0005469245,"threshold_uncertainty_score":0.9999792},"labels":[],"label_agreement":null},{"id":"W3130215870","doi":"10.1007/978-3-030-58842-7_13","title":"Obstructive Sleep Apnea","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Coronary artery disease; Heart failure; Cardiology; Ambulatory; Losartan; Internal medicine; Surgery; Angiotensin II","score_opus":0.027481848862671885,"score_gpt":0.28816638274639106,"score_spread":0.26068453388371915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130215870","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016936591,0.00102527,0.0004778296,0.0006021352,0.00048822336,0.00064724596,0.00004731863,0.00014197401,0.99640065],"genre_scores_gemma":[0.0058205067,0.000057421574,0.0030523464,0.00035138003,0.00079286704,0.000018976501,0.00026330882,0.00018664399,0.98945653],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972884,0.00001984351,0.00039990072,0.00083158724,0.0010055518,0.0004546842],"domain_scores_gemma":[0.99768233,0.00012252248,0.000119980155,0.0009492704,0.00074161653,0.00038427333],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010774517,0.0004866156,0.00085555087,0.00031916585,0.000075567,0.000040270243,0.00018801604,0.0006153258,0.035218015],"category_scores_gemma":[0.00012927287,0.00043314675,0.00043666695,0.00007045098,0.0003209631,0.00006564377,0.00031099687,0.0012417886,0.0019549103],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002228579,0.00007546152,0.000289053,0.00037236817,0.0021782357,0.0028284302,0.00010161097,5.788574e-7,0.0012945888,0.7413568,0.002225505,0.24905452],"study_design_scores_gemma":[0.0040926193,0.0007036239,0.002612328,0.0004286816,0.0013094902,0.0018218303,0.00043539287,0.00036340344,0.0074710855,0.024802808,0.9541718,0.0017869816],"about_ca_topic_score_codex":0.0000123613645,"about_ca_topic_score_gemma":0.000010385541,"teacher_disagreement_score":0.95194626,"about_ca_system_score_codex":0.00037949998,"about_ca_system_score_gemma":0.0001239146,"threshold_uncertainty_score":0.999812},"labels":[],"label_agreement":null},{"id":"W3131416728","doi":"10.5664/jcsm.9162","title":"Clinical predictors of nonadherence to positive airway pressure therapy in children: a retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Family medicine; Epidemiology; Public health; Clinical epidemiology; Retrospective cohort study; Pediatrics; Nursing; Surgery","score_opus":0.038115244929842404,"score_gpt":0.42271027513948584,"score_spread":0.3845950302096434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131416728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911831,0.0010913656,0.00016335506,0.002809487,0.0012988577,0.002043023,0.000020218338,0.000011874172,0.0013787093],"genre_scores_gemma":[0.9950331,0.0006636613,0.00061036064,0.00069868786,0.0027323484,0.000015526493,0.0000074605355,0.000040403636,0.00019843974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.989989,0.0017031374,0.0045749163,0.00071006006,0.0025622423,0.00046063442],"domain_scores_gemma":[0.9914323,0.0021940733,0.0013598133,0.00072208996,0.0033289178,0.0009627706],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01038116,0.0003214624,0.0031604026,0.0003859488,0.000043585147,0.000010270133,0.0004760787,0.00033776445,0.000982315],"category_scores_gemma":[0.018532779,0.00021927203,0.00056122296,0.0012304321,0.0006862198,0.00014856836,0.0001968101,0.002642696,0.000015412534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045603355,0.0054966873,0.95918864,0.00001804667,0.0030130374,0.00067370443,0.00042699924,0.000009852185,0.00028182982,0.000016707852,0.0006214073,0.02569276],"study_design_scores_gemma":[0.018845767,0.030421082,0.9480033,0.00047669822,0.00065862504,0.0002182122,0.0005853151,0.000047934587,0.00034256978,0.000050996587,0.00019700274,0.0001524821],"about_ca_topic_score_codex":0.000095289775,"about_ca_topic_score_gemma":0.000035051962,"teacher_disagreement_score":0.025540277,"about_ca_system_score_codex":0.00013446117,"about_ca_system_score_gemma":0.00045054362,"threshold_uncertainty_score":0.9999309},"labels":[],"label_agreement":null},{"id":"W3131759649","doi":"10.1101/2021.02.25.432912","title":"Vascular and renal telomere shortening in mice exposed to chronic intermittent hypoxia","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Providence Health Care; St. Paul's Hospital; University of British Columbia Hospital","funders":"","keywords":"Telomere; Medicine; Obstructive sleep apnea; Internal medicine; Kidney disease; Hypoxia (environmental); Intermittent hypoxia; Cardiology; Sleep apnea; Kidney; Senescence; Endocrinology; Pathology; Biology; Chemistry; DNA","score_opus":0.017575867313034503,"score_gpt":0.25064763576169663,"score_spread":0.23307176844866212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131759649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922655,0.0041217366,0.00094762613,0.00039878592,0.00045269498,0.0016029708,0.000036686895,0.00015976836,0.000014193945],"genre_scores_gemma":[0.9898817,0.00024400002,0.008669728,0.00019566274,0.00049745984,0.00032600662,8.7994164e-7,0.00018076674,0.0000037913276],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99549955,0.00023325016,0.00073337473,0.001695019,0.0009014661,0.0009373217],"domain_scores_gemma":[0.9970852,0.0000802194,0.00017901792,0.0013612,0.0005794762,0.00071484444],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008837012,0.0006585821,0.0010838821,0.00084761163,0.00009655895,0.00026944338,0.00047016516,0.0005578363,0.00010394527],"category_scores_gemma":[0.00047023816,0.0007145685,0.00022816536,0.0009442367,0.00016643119,0.00014805366,0.0016326432,0.001812959,0.000034078268],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089683475,0.00016521533,0.02184774,0.00089960144,0.00041634985,0.0010821334,0.000044473403,0.000034461948,0.97523415,0.000037042668,0.000025780377,0.0001233511],"study_design_scores_gemma":[0.0018760901,0.0002159158,0.530487,0.00215496,0.00021856095,3.2293872e-7,0.000038648344,0.0011455192,0.46241674,3.5789026e-7,0.0006722111,0.00077365554],"about_ca_topic_score_codex":0.00010099558,"about_ca_topic_score_gemma":0.000034115572,"teacher_disagreement_score":0.51281744,"about_ca_system_score_codex":0.0014660776,"about_ca_system_score_gemma":0.00078550086,"threshold_uncertainty_score":0.99953055},"labels":[],"label_agreement":null},{"id":"W3132241578","doi":"10.1007/s11910-021-01094-2","title":"Obstructive Sleep Apnea and the Brain: a Focus on Gray and White Matter Structure","year":2021,"lang":"en","type":"review","venue":"Current Neurology and Neuroscience Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Canadian Sleep & Circadian Network","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"White matter; Obstructive sleep apnea; Fractional anisotropy; Hyperintensity; Medicine; Neuroimaging; Pathology; Pathological; Neurology; Atrophy; Neuroscience; Cardiology; Magnetic resonance imaging; Internal medicine; Psychology; Radiology","score_opus":0.035031689082285,"score_gpt":0.342587178923265,"score_spread":0.30755548984098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132241578","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015822742,0.97617155,0.000019582658,0.0037850523,0.0022149198,0.0017457125,0.000036859597,0.00003270321,0.00017089809],"genre_scores_gemma":[0.044665452,0.95320326,0.000009792812,0.0015985921,0.00024548164,0.00011090592,0.000020289508,0.00006800593,0.00007823733],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954968,0.00080301764,0.00067091367,0.0018695464,0.00054167904,0.00061806303],"domain_scores_gemma":[0.99749476,0.00071689696,0.0005197777,0.0008189827,0.00010441559,0.0003451442],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004906746,0.00061374874,0.0017488286,0.0003194566,0.0004050855,0.00013760237,0.00017474384,0.00031606978,0.000037020855],"category_scores_gemma":[0.0009823097,0.0003640153,0.00021514182,0.0005384611,0.0031042027,0.00011885033,0.00058610097,0.002098314,0.000002194287],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015466035,0.00007380027,0.014448421,0.0032017552,0.000055740795,0.003757714,0.00016372968,3.974091e-7,0.00002680684,0.0005132965,0.00021422742,0.97738945],"study_design_scores_gemma":[0.0019784365,0.0009955307,0.058257356,0.001494512,0.001298269,0.13871284,0.000023247276,0.00013712622,0.000024714123,0.0016809694,0.7945127,0.0008843324],"about_ca_topic_score_codex":0.0000022921404,"about_ca_topic_score_gemma":0.0000016625036,"teacher_disagreement_score":0.9765051,"about_ca_system_score_codex":0.000018924029,"about_ca_system_score_gemma":0.00010637999,"threshold_uncertainty_score":0.9998812},"labels":[],"label_agreement":null},{"id":"W3133056798","doi":"10.1016/j.cjca.2021.01.027","title":"Obstructive Sleep Apnea as a Cardiovascular Risk Factor—Beyond CPAP","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Hypoxemia; Apnea; Sleep apnea; Anesthesia; Cardiology; Risk factor; Hypoxia (environmental); Internal medicine","score_opus":0.03513874337867545,"score_gpt":0.3131773257529605,"score_spread":0.278038582374285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133056798","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014874838,0.9841943,0.0007585622,0.000053974247,0.002737848,0.00079965056,0.000557251,0.000010865817,0.010738825],"genre_scores_gemma":[0.0034935162,0.9910985,0.00031863016,0.000041775693,0.004626674,0.00002846116,0.00008062716,0.00017779203,0.00013402387],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.993575,0.0022109807,0.0014053507,0.00074597856,0.0008421402,0.0012205497],"domain_scores_gemma":[0.993057,0.00050744327,0.0008608685,0.0012930556,0.0017161116,0.0025654978],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0011507793,0.0007778961,0.007961093,0.0017185333,0.00021845213,0.00007611006,0.0007185116,0.0012237108,0.00041087714],"category_scores_gemma":[0.0031481732,0.0006480137,0.0069225263,0.00087021093,0.0007003304,0.00012432542,0.000098923505,0.00377589,0.00017415934],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017486253,0.0000026157306,0.00055930583,0.001574096,0.022163944,0.011321007,0.00009323176,0.00004167508,4.785172e-7,0.00011536178,0.0005380806,0.96357274],"study_design_scores_gemma":[0.0008706136,0.00034787066,0.0005826772,0.0013819074,0.009343928,0.028918406,0.00021229679,0.0000011625705,0.000002663737,0.000103676146,0.95778394,0.00045083882],"about_ca_topic_score_codex":0.0010394251,"about_ca_topic_score_gemma":0.00024335369,"teacher_disagreement_score":0.9631219,"about_ca_system_score_codex":0.0020409022,"about_ca_system_score_gemma":0.0075696614,"threshold_uncertainty_score":0.99959713},"labels":[],"label_agreement":null},{"id":"W3133682484","doi":"10.4329/wjr.v13.i2.40","title":"Cone beam computed tomographic evaluation of pharyngeal airway in North Indian children with different skeletal patterns","year":2021,"lang":"en","type":"article","venue":"World Journal of Radiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Computed tomographic; Airway; Cone beam computed tomography; Computed tomography; Radiology; Orthodontics; Surgery","score_opus":0.017454979303985745,"score_gpt":0.28629751513252016,"score_spread":0.2688425358285344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133682484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977334,0.0009915191,0.00016042888,0.0005764542,0.00015916496,0.0003080271,0.000016076496,0.000004208035,0.000050681236],"genre_scores_gemma":[0.9993793,0.00006275546,0.00017534495,0.00006361446,0.00021571682,0.0000045646825,0.00007305469,0.00001626471,0.000009425761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977912,0.0004986002,0.0005532984,0.00019333536,0.00068200566,0.00028161204],"domain_scores_gemma":[0.99846184,0.00012503253,0.00034589798,0.00019435877,0.00070644525,0.00016639965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059057446,0.00014742232,0.0006668985,0.00089759164,0.000025632537,0.0000060121997,0.00013607324,0.000059768117,0.00028674398],"category_scores_gemma":[0.000091095506,0.00010948419,0.00012887528,0.0007275496,0.00018999685,0.00006601978,0.00004223801,0.00058065716,8.6158565e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030978,0.00037154058,0.9774634,0.000031113934,0.00062856416,0.00031265494,0.00022444135,0.00019882285,0.0019733736,0.000015694995,0.000031019375,0.018439569],"study_design_scores_gemma":[0.008029188,0.0010483483,0.98336655,0.0000939691,0.00023438864,0.0037707672,0.00007521299,0.00027348142,0.0029924875,0.000020550986,0.000008291409,0.000086745546],"about_ca_topic_score_codex":0.000020471034,"about_ca_topic_score_gemma":0.0023325612,"teacher_disagreement_score":0.018352823,"about_ca_system_score_codex":0.00016419128,"about_ca_system_score_gemma":0.00020004241,"threshold_uncertainty_score":0.44646356},"labels":[],"label_agreement":null},{"id":"W3133757576","doi":"10.5114/aoms/125400","title":"Magnetic resonance white matter changesin patients with obstructive sleep apnoea.The subset of the PURE-MIND (Prospective Urbanand Rural Epidemiological) cohort study","year":2021,"lang":"en","type":"article","venue":"Archives of Medical Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Hyperintensity; Prospective cohort study; Asymptomatic; Internal medicine; Epidemiology; Incidence (geometry); Obstructive sleep apnea; Leukoaraiosis; Population; Risk factor; Pediatrics; Cardiology; Magnetic resonance imaging; Disease; Dementia; Radiology","score_opus":0.011772026984722017,"score_gpt":0.2762967415975959,"score_spread":0.26452471461287386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133757576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915384,0.00048371137,0.00008093824,0.0039433283,0.00013575521,0.0015281694,0.000030664374,0.0000060803877,0.0022529217],"genre_scores_gemma":[0.9988964,0.000018469342,0.0005759639,0.00022884068,0.000049504513,0.0000641952,0.0000038630264,0.000011667574,0.00015106355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99458826,0.00051573565,0.00046534618,0.0006443202,0.0032049355,0.00058138906],"domain_scores_gemma":[0.9973367,0.000911354,0.00021657957,0.00085336773,0.00036276248,0.00031924268],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014587247,0.00020794137,0.0005411917,0.0000991574,0.0002562527,0.000018178016,0.0011335243,0.000064681495,0.0006703557],"category_scores_gemma":[0.0031344865,0.00009612076,0.00010526959,0.0011498648,0.007677138,0.00009872651,0.00080665265,0.000626699,0.000008109247],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025889504,0.00048253682,0.97514087,0.000020946747,0.000041853702,0.000020503883,0.00182523,0.0000016528261,0.0002700111,0.00024167342,0.000019358951,0.021676458],"study_design_scores_gemma":[0.0017754746,0.00079533475,0.993204,0.0001469209,0.00007085529,0.000027081554,0.0015845528,0.0003093275,0.001304576,0.00063672045,0.00003785124,0.00010731352],"about_ca_topic_score_codex":0.00006812719,"about_ca_topic_score_gemma":0.000082019775,"teacher_disagreement_score":0.021569146,"about_ca_system_score_codex":0.00006356616,"about_ca_system_score_gemma":0.00022598461,"threshold_uncertainty_score":0.99502337},"labels":[],"label_agreement":null},{"id":"W3134535376","doi":"10.1109/tbcas.2021.3065824","title":"Smart Mandibular Advancement Device for Intraoral Monitoring of Cardiorespiratory Parameters and Sleeping Postures","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Circuits and Systems","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Cardiorespiratory fitness; Computer science; Orthodontics; Medicine; Physical therapy","score_opus":0.04615042068440791,"score_gpt":0.31454427755784603,"score_spread":0.26839385687343814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134535376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8150432,0.0031379405,0.17966464,0.00025225885,0.0010568341,0.0007009646,0.00008408632,0.000025713654,0.00003436206],"genre_scores_gemma":[0.99910754,0.00017240457,0.00040884523,0.00004051943,0.00011362615,0.00009834354,0.000006106063,0.000019911782,0.000032708806],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984589,0.00008900784,0.00036082853,0.00034518554,0.00047308297,0.00027299815],"domain_scores_gemma":[0.999048,0.00021139465,0.00005784481,0.00019515003,0.00020050663,0.00028711575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034377025,0.00014534748,0.0004259634,0.00017478381,0.00013433781,0.000029367493,0.000045002078,0.00012672249,0.000006301905],"category_scores_gemma":[0.000035915964,0.00012653139,0.000089118024,0.00020917873,0.00021247074,0.000060698563,0.0000023900611,0.00020198146,8.543405e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004161955,0.0006864682,0.017362814,0.005171382,0.0018172234,0.00022933102,0.0009795737,0.00016058587,0.4357636,0.00021864858,0.000027796019,0.53716636],"study_design_scores_gemma":[0.03192546,0.00968011,0.089882016,0.0059714275,0.0028084633,0.0018146946,0.016629681,0.014329182,0.7906013,0.00012984013,0.034193844,0.002033998],"about_ca_topic_score_codex":0.000041335374,"about_ca_topic_score_gemma":0.0000025995253,"teacher_disagreement_score":0.5351324,"about_ca_system_score_codex":0.00007877657,"about_ca_system_score_gemma":0.00005396591,"threshold_uncertainty_score":0.51598006},"labels":[],"label_agreement":null},{"id":"W3135235935","doi":"10.1001/jamanetworkopen.2021.1009","title":"Use and Performance of the STOP-Bang Questionnaire for Obstructive Sleep Apnea Screening Across Geographic Regions","year":2021,"lang":"en","type":"review","venue":"JAMA Network Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University Health Network; University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; MEDLINE; Polysomnography; CINAHL; Meta-analysis; Guideline; Physical therapy; Body mass index; Systematic review; PsycINFO; Sleep apnea; Apnea; Internal medicine; Psychological intervention; Psychiatry","score_opus":0.08301016595513072,"score_gpt":0.37291224009182644,"score_spread":0.2899020741366957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135235935","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007711416,0.98516643,0.0005459585,0.000282961,0.00039180025,0.0056192293,0.00016104015,0.000025771351,0.000095384006],"genre_scores_gemma":[0.00937064,0.9834123,0.0046202177,0.000094326584,0.00085291435,0.0008720052,0.00022243819,0.00014267674,0.0004124843],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967043,0.00055491156,0.0007545475,0.0007713281,0.00048785345,0.000727072],"domain_scores_gemma":[0.99644804,0.00080591085,0.00067506183,0.0011551233,0.00071277574,0.00020305977],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012807725,0.0004735557,0.0020016804,0.00010956306,0.00066023343,0.00036530613,0.00088570634,0.00048547977,0.000015446049],"category_scores_gemma":[0.0008692244,0.00032860634,0.0006284894,0.0012737026,0.0005932839,0.0005142884,0.0017161368,0.001148336,0.000001747107],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016789733,0.00003715794,0.030263778,0.0065852874,0.0009521484,0.000012309533,0.00015535369,0.000026924043,2.397272e-7,0.0006891231,0.00021048816,0.9608993],"study_design_scores_gemma":[0.0028927699,0.00053811725,0.15416412,0.10527458,0.0032678614,0.0006709675,0.00046437408,0.0027375855,0.0000065435934,0.00011024897,0.72892636,0.00094649073],"about_ca_topic_score_codex":0.00013405898,"about_ca_topic_score_gemma":0.000052918724,"teacher_disagreement_score":0.95995283,"about_ca_system_score_codex":0.00012456047,"about_ca_system_score_gemma":0.0001806597,"threshold_uncertainty_score":0.9999166},"labels":[],"label_agreement":null},{"id":"W3135259744","doi":"10.1093/sleep/zsab030","title":"Metrics of sleep apnea severity: beyond the apnea-hypopnea index","year":2021,"lang":"en","type":"review","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":426,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; National Health and Medical Research Council; National Institute for Occupational Safety and Health; Vancouver Coastal Health Research Institute; British Columbia Lung Association; Centers for Disease Control and Prevention; Fisher and Paykel Healthcare; National Institutes of Health; ResMed; Medical Research Council; American Heart Association; Canadian Institutes of Health Research; U.S. Department of Veterans Affairs","keywords":"Obstructive sleep apnea; Medicine; Apnea–hypopnea index; Neurocognitive; Intensive care medicine; Sleep apnea; Arousal; Polysomnography; Hypopnea; Apnea; Physical therapy; Internal medicine; Psychiatry; Cognition; Psychology; Neuroscience","score_opus":0.04646367115932936,"score_gpt":0.34856413454831,"score_spread":0.3021004633889806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135259744","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000039398223,0.9845212,0.0008412746,0.00029659786,0.0011385602,0.0023975372,0.00023079866,0.000082312275,0.01045233],"genre_scores_gemma":[0.0008799915,0.99486035,0.000637322,0.00023643303,0.00089675095,0.00026750867,0.00056219555,0.00027359705,0.0013858745],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99314016,0.00081356824,0.0015595893,0.0011488082,0.0022858358,0.0010520525],"domain_scores_gemma":[0.99424374,0.0010304432,0.00081564015,0.002524588,0.0009258309,0.0004597721],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014123049,0.000938474,0.004198461,0.0011366633,0.00021291465,0.00009597213,0.0011939014,0.0009210224,0.0010773157],"category_scores_gemma":[0.0018673915,0.00063438265,0.0018276756,0.0048222276,0.0006553189,0.0001304905,0.0010890309,0.0025976973,0.00031206227],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025334104,0.00029219227,0.00026144393,0.012383877,0.001739154,0.00025358738,0.00010888784,8.648872e-7,0.0000028234242,0.00043801984,0.0007289379,0.9837649],"study_design_scores_gemma":[0.00092598883,0.00019370075,0.000083879386,0.0014240926,0.0038823504,0.0004884369,0.0002449363,0.0005555164,0.00004258868,0.00009150773,0.991478,0.0005889525],"about_ca_topic_score_codex":0.00006596977,"about_ca_topic_score_gemma":0.000010614552,"teacher_disagreement_score":0.9907491,"about_ca_system_score_codex":0.00051128585,"about_ca_system_score_gemma":0.00042742037,"threshold_uncertainty_score":0.99983585},"labels":[],"label_agreement":null},{"id":"W3135442734","doi":"10.1136/bmjresp-2020-000848","title":"Validation of the STOP-Bang questionnaire as a screening tool for obstructive sleep apnoea in patients with cardiovascular risk factors: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"BMJ Open Respiratory Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; London Health Sciences Centre; University of Toronto; University Health Network; University of British Columbia","funders":"","keywords":"Medicine; Meta-analysis; Sleep (system call); Intensive care medicine; Internal medicine","score_opus":0.24223033844609523,"score_gpt":0.46215870055521974,"score_spread":0.2199283621091245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135442734","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012291301,0.93707603,0.00021598235,0.000031428568,0.00001736182,0.061014235,0.00036585578,0.000009668215,0.00004028449],"genre_scores_gemma":[0.008035322,0.92753345,0.0016493301,0.00013308821,0.00012361899,0.060848966,0.00070398336,0.00050960167,0.00046266432],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9790484,0.01319388,0.0019708462,0.0013682559,0.0037460404,0.0006726298],"domain_scores_gemma":[0.9899383,0.0017254286,0.0012129184,0.0032251335,0.003673038,0.00022518316],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.017174255,0.00065133726,0.011141301,0.0012250121,0.00036692462,0.000254052,0.0012290513,0.00035963152,0.000098799035],"category_scores_gemma":[0.014781294,0.00035603263,0.0036193095,0.0052422504,0.00041356948,0.00041373927,0.0012864609,0.0015339816,0.0000054705065],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011610884,0.00017097517,0.00902987,0.7087643,0.27071282,0.000024600844,0.00013098014,0.000022595386,1.17647645e-7,0.000053062904,0.000011350593,0.010963187],"study_design_scores_gemma":[0.0017836049,0.0005642948,0.0050340453,0.1209097,0.8676166,0.000012863862,0.00030969738,0.000013071789,0.000016846412,0.000011880057,0.0031326166,0.00059478777],"about_ca_topic_score_codex":0.00040679926,"about_ca_topic_score_gemma":0.000028117594,"teacher_disagreement_score":0.59690374,"about_ca_system_score_codex":0.00061852304,"about_ca_system_score_gemma":0.0009163888,"threshold_uncertainty_score":0.9998892},"labels":[],"label_agreement":null},{"id":"W3135688291","doi":"10.1007/s11325-021-02323-1","title":"Association between obstructive sleep apnea and health-related quality of life in untreated adults: a systematic review","year":2021,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Medicine; Obstructive sleep apnea; Neurology; Otorhinolaryngology; Quality of life (healthcare); Sleep apnea; Association (psychology); Physical therapy; Intensive care medicine; Internal medicine; Psychiatry; Psychology","score_opus":0.05683459860101842,"score_gpt":0.3658176603032089,"score_spread":0.3089830617021905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135688291","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015854297,0.9930952,0.000014453888,0.00036448342,0.00007886477,0.0045405068,0.00016175366,0.00004294841,0.00011635674],"genre_scores_gemma":[0.0029483938,0.9959344,0.00015285425,0.00008502516,0.00006388022,0.00017627556,0.00052247086,0.000067040375,0.00004965366],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99210393,0.0023859753,0.0033044124,0.00081953197,0.00084098533,0.0005451528],"domain_scores_gemma":[0.9948383,0.0013520871,0.0024584138,0.0005356869,0.00043699043,0.00037850058],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0042171692,0.0005683907,0.008539935,0.00045201363,0.00010612286,0.000044577744,0.000154475,0.00059171475,0.000031320404],"category_scores_gemma":[0.004264244,0.00045231404,0.00044344712,0.0011993932,0.000096950695,0.0001512072,0.00020673295,0.0011701392,0.000006380338],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011204414,0.000056498204,0.00581337,0.77072895,0.0022694678,0.00003044596,0.0004750355,2.6161196e-8,1.3541695e-7,0.00004364935,0.0000042292636,0.220567],"study_design_scores_gemma":[0.0022875655,0.00017240402,0.004035127,0.98490906,0.0069951992,0.00015123683,0.0005710262,0.00005105993,6.4871597e-7,0.000026267988,0.0003151645,0.0004852203],"about_ca_topic_score_codex":0.001267187,"about_ca_topic_score_gemma":0.000051639385,"teacher_disagreement_score":0.22008178,"about_ca_system_score_codex":0.0010441324,"about_ca_system_score_gemma":0.00020938595,"threshold_uncertainty_score":0.9997929},"labels":[],"label_agreement":null},{"id":"W3136025872","doi":"10.1213/ane.0000000000005479","title":"Association of Obstructive Sleep Apnea With Difficult Intubation: Prospective Multicenter Observational Cohort Study","year":2021,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Intubation; Prospective cohort study; Polysomnography; Airway; Perioperative; Body mass index; Continuous positive airway pressure; Anesthesia; Sleep apnea; Observational study; Apnea; Internal medicine","score_opus":0.01454075755779159,"score_gpt":0.2721282812221086,"score_spread":0.257587523664317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136025872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99541503,0.00004077163,0.00025769646,0.0018664473,0.000031362128,0.0015155158,0.000005361542,0.000051765826,0.00081606145],"genre_scores_gemma":[0.9969736,0.000004729238,0.0014778863,0.00010805739,0.00012219642,0.00017100619,0.00013864621,0.000040374627,0.0009635328],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99693483,0.00025361084,0.00045832386,0.00059075054,0.001418756,0.00034373888],"domain_scores_gemma":[0.995677,0.00022684103,0.0003276255,0.0004375416,0.0031905551,0.00014044633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038958824,0.00025227648,0.0005687025,0.00014885889,0.00012678391,0.000040710554,0.0001265695,0.00012732866,0.00035988397],"category_scores_gemma":[0.00040347746,0.00021186483,0.00011256588,0.0011069156,0.00011086789,0.00024157834,0.000040962528,0.00033733185,0.0000309865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048790153,0.0012593042,0.9923229,0.000048035352,0.0013483324,0.00040863123,0.0010360406,0.000028860217,0.0014611621,0.0005243438,0.00006727033,0.0010071858],"study_design_scores_gemma":[0.0031065107,0.0008563834,0.98513144,0.000032983335,0.0005450753,0.00014264569,0.0027483571,0.00081522384,0.006295632,0.00005252388,0.000075753625,0.00019747694],"about_ca_topic_score_codex":0.000065060914,"about_ca_topic_score_gemma":0.00007480221,"teacher_disagreement_score":0.0071914983,"about_ca_system_score_codex":0.00058652164,"about_ca_system_score_gemma":0.00015033492,"threshold_uncertainty_score":0.86395967},"labels":[],"label_agreement":null},{"id":"W3136295853","doi":"10.1007/s12630-021-01970-y","title":"The impact of unilateral diaphragmatic paralysis on sleep-disordered breathing: a scoping review","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University Health Network; University of Toronto; Women's College Hospital; University of Ottawa; Toronto Western Hospital","funders":"","keywords":"Diaphragmatic breathing; Medicine; Paralysis; Breathing; Anesthesia; Sleep paralysis; Sleep and breathing; Physical medicine and rehabilitation; Surgery; Modafinil; Narcolepsy; Cataplexy; Psychiatry; Pathology","score_opus":0.03472272873075066,"score_gpt":0.34210788037852446,"score_spread":0.3073851516477738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136295853","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052311183,0.9915883,0.0000027998913,0.0013630984,0.0002241265,0.0013492283,0.00001832198,0.000006500406,0.00021650572],"genre_scores_gemma":[0.0026838807,0.9961281,0.000106451385,0.000048393373,0.0005856339,0.000022696515,0.000038238453,0.00019231862,0.00019433183],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99134994,0.0014901495,0.0035016611,0.00048638845,0.0014744472,0.001697445],"domain_scores_gemma":[0.9881717,0.0009144304,0.0036318386,0.0010748246,0.002134914,0.004072287],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0038627335,0.0010462288,0.0059985397,0.0019662841,0.0007891792,0.00040859435,0.0014651513,0.00050230784,0.00051301275],"category_scores_gemma":[0.0021634973,0.0006420787,0.004457256,0.002104572,0.00055875385,0.00029057323,0.000032479318,0.0033531908,0.000020064554],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006875321,0.00008211353,0.0001879706,0.028278777,0.0032168075,0.5677108,0.0003133494,0.00005039689,4.2217738e-7,0.00006967208,0.0013141824,0.39870676],"study_design_scores_gemma":[0.0005159144,0.0011271657,0.00008178897,0.27794024,0.0027502575,0.699144,0.000098505254,0.000009020265,7.5785914e-7,0.000023789937,0.017914701,0.00039383594],"about_ca_topic_score_codex":0.0047691492,"about_ca_topic_score_gemma":0.003244086,"teacher_disagreement_score":0.39831293,"about_ca_system_score_codex":0.0037112636,"about_ca_system_score_gemma":0.024715338,"threshold_uncertainty_score":0.99960303},"labels":[],"label_agreement":null},{"id":"W3136484734","doi":"10.1161/str.52.suppl_1.p584","title":"Abstract P584: Sleep in Pediatric Stroke Study (SleePSS): Neuroimaging and Neurocognitive Correlates of Sleep Health in Pediatric Stroke","year":2021,"lang":"en","type":"article","venue":"Stroke","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Shell (Canada); Hospital for Sick Children","funders":"","keywords":"Medicine; Neurocognitive; Polysomnography; Stroke (engine); Pediatric stroke; Pediatrics; Montreal Cognitive Assessment; Sleep apnea; Physical therapy; Cardiology; Internal medicine; Apnea; Cognition; Psychiatry; Cognitive impairment; Ischemic stroke","score_opus":0.01961733405065702,"score_gpt":0.30862245972538493,"score_spread":0.2890051256747279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136484734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912882,0.003059989,0.00003751988,0.0007283627,0.00042377127,0.0018823445,0.00027446807,0.0000645483,0.0022408036],"genre_scores_gemma":[0.997768,0.0010787508,0.00027831685,0.00014035594,0.00034752098,0.000066055225,0.000044846496,0.00009775478,0.00017841168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99460936,0.000518677,0.0013255645,0.0012306371,0.0011142492,0.0012015013],"domain_scores_gemma":[0.9971602,0.000852412,0.00042514733,0.000629867,0.00044406607,0.00048832485],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009973805,0.0005191876,0.0011979919,0.0017218248,0.00011860849,0.000066307366,0.0002711645,0.00016780307,0.00013758766],"category_scores_gemma":[0.0010389467,0.0005520177,0.00018567384,0.001584044,0.00015915638,0.00033813046,0.000424127,0.0019002524,0.000028431285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039854157,0.0017179546,0.9746533,0.00044198372,0.00007792554,0.0011882331,0.001101004,0.000076709395,0.001305566,0.000022513343,0.000015688254,0.019000566],"study_design_scores_gemma":[0.008237451,0.0011545738,0.9845989,0.00003692049,0.00019134535,0.0000716836,0.0038305302,0.0010472556,0.00047140275,0.000026134638,0.00001411411,0.0003196844],"about_ca_topic_score_codex":0.0003891344,"about_ca_topic_score_gemma":0.0006477594,"teacher_disagreement_score":0.018680882,"about_ca_system_score_codex":0.0002525773,"about_ca_system_score_gemma":0.0003502811,"threshold_uncertainty_score":0.99969316},"labels":[],"label_agreement":null},{"id":"W3136778336","doi":"10.5664/jcsm.9260","title":"The efficacy of a titrated tongue-stabilizing device on obstructive sleep apnea: a quasi-experimental study","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Sleep (system call); Tongue; Anesthesia; Continuous positive airway pressure; Sleep apnea; Apnea; Polysomnography; Audiology; Pathology","score_opus":0.08759212874049349,"score_gpt":0.4470263915504896,"score_spread":0.35943426280999613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136778336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98956114,0.0023501501,0.0001206333,0.0034889167,0.0015586948,0.0007682479,0.0000034192853,0.000017818264,0.0021309888],"genre_scores_gemma":[0.9971056,0.00007870134,0.00043519403,0.00039960205,0.001847108,0.000008875727,0.0000042488273,0.00004866143,0.00007203898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99196345,0.0013206576,0.00339087,0.0004882099,0.0023236605,0.0005131823],"domain_scores_gemma":[0.98634255,0.008387835,0.0014480776,0.00077919423,0.0023730567,0.00066927326],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0051784366,0.00034066656,0.0018698634,0.00021605387,0.0001970059,0.000024940879,0.000485156,0.00020393636,0.00047661504],"category_scores_gemma":[0.02375418,0.00019440163,0.0005797053,0.001053296,0.0009754076,0.00013285653,0.00017831806,0.0019888117,0.000020274765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.043426525,0.0695948,0.48368084,0.00028140715,0.009779674,0.0071827443,0.0072848257,0.00008795167,0.046130624,0.0012303409,0.0007152223,0.33060503],"study_design_scores_gemma":[0.052732203,0.07180101,0.79293203,0.0008219795,0.0017308609,0.0009251451,0.050039902,0.0013423943,0.02470738,0.00017867306,0.0023852007,0.00040321524],"about_ca_topic_score_codex":0.000026862625,"about_ca_topic_score_gemma":0.00001863625,"teacher_disagreement_score":0.33020183,"about_ca_system_score_codex":0.00021477851,"about_ca_system_score_gemma":0.0002819486,"threshold_uncertainty_score":0.9844692},"labels":[],"label_agreement":null},{"id":"W3136981504","doi":"10.2196/25124","title":"Enhancing Obstructive Sleep Apnea Diagnosis With Screening Through Disease Phenotypes: Algorithm Development and Validation","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Gold standard (test); Cohort; Internal medicine; Sleep apnea; Hypopnea; Apnea; Algorithm; Physical therapy; Computer science","score_opus":0.020142368694739496,"score_gpt":0.3036514162783908,"score_spread":0.2835090475836513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136981504","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6319193,0.00025053188,0.3649298,0.00076898834,0.00010355237,0.00067357114,0.000014618692,0.00010261105,0.0012370144],"genre_scores_gemma":[0.4206316,0.000071376475,0.5769313,0.0012278686,0.00026414427,0.0004087455,0.00033552755,0.000051119507,0.000078316],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970295,0.000055473538,0.00060162897,0.00022346861,0.0016542532,0.0004357141],"domain_scores_gemma":[0.9981731,0.00025043177,0.00014466236,0.00028918232,0.0004117388,0.00073088636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002778677,0.00023200003,0.00035985385,0.00009892077,0.00019965794,0.00007677319,0.00011122912,0.0001406628,0.00038760516],"category_scores_gemma":[0.00058148557,0.00018222723,0.000047787587,0.0004433952,0.00026292412,0.00054222386,0.00022503072,0.00050538214,0.000037469777],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017390875,0.00025496105,0.023448912,0.0009638355,0.0004208834,0.0004255048,0.018118266,0.000008303861,0.000034076642,0.00051463215,0.000057376466,0.95557934],"study_design_scores_gemma":[0.030280245,0.0014770443,0.29267177,0.0066028386,0.0014451711,0.0019712164,0.14659612,0.1839646,0.27502584,0.0014845234,0.05487116,0.0036094838],"about_ca_topic_score_codex":0.000005536252,"about_ca_topic_score_gemma":0.000005664737,"teacher_disagreement_score":0.95196986,"about_ca_system_score_codex":0.00014124186,"about_ca_system_score_gemma":0.0003516231,"threshold_uncertainty_score":0.7431011},"labels":[],"label_agreement":null},{"id":"W3137044936","doi":"10.7573/dic.2020-12-5","title":"Paediatrics: how to manage obstructive sleep apnoea syndrome","year":2021,"lang":"en","type":"review","venue":"Drugs in Context","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Continuous positive airway pressure; Polysomnography; Pediatrics; Intensive care medicine; Adenoidectomy; Airway obstruction; Positive airway pressure; Pulmonologists; Obstructive sleep apnea; Airway; Physical therapy; Tonsillectomy; Surgery; Internal medicine; Apnea","score_opus":0.03737368137184699,"score_gpt":0.3382679518565972,"score_spread":0.3008942704847502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137044936","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004823238,0.9897187,0.00008597971,0.00050743535,0.001127941,0.0036003704,0.0001804934,0.0000862066,0.00421057],"genre_scores_gemma":[0.003213676,0.9905041,0.0008761126,0.00021682517,0.0005363735,0.0007716961,0.00029722395,0.00024767188,0.0033363109],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99477684,0.00055161386,0.000904416,0.00151596,0.0011840616,0.0010670741],"domain_scores_gemma":[0.99623054,0.0009860805,0.0003100137,0.001470771,0.0004012072,0.00060138287],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070874696,0.0008624652,0.004083505,0.001661579,0.00008154676,0.00014559714,0.0007325415,0.0006908869,0.0005193181],"category_scores_gemma":[0.0015253816,0.0007814147,0.0009728728,0.0027691037,0.00017689113,0.00015897524,0.0007771587,0.001973884,0.0009901415],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017689765,0.000104583465,0.0000852357,0.010342982,0.00054583047,0.0028664356,0.00062200293,1.7224944e-7,3.4036952e-7,0.00060534955,0.00033386826,0.9844755],"study_design_scores_gemma":[0.001060948,0.00015738686,0.000225361,0.008320085,0.0008514292,0.0007304269,0.0019287444,0.000008759944,0.0000025363465,0.00003697363,0.9859713,0.0007060961],"about_ca_topic_score_codex":0.000070052614,"about_ca_topic_score_gemma":0.0000485744,"teacher_disagreement_score":0.98563737,"about_ca_system_score_codex":0.0015662943,"about_ca_system_score_gemma":0.00026124538,"threshold_uncertainty_score":0.9997877},"labels":[],"label_agreement":null},{"id":"W3137070254","doi":"10.1080/24745332.2021.1874251","title":"Effect of interventions to reduce wait times for diagnosis and treatment of sleep-disordered breathing in adults: A systematic review","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychological intervention; Generalizability theory; Medicine; Intervention (counseling); Intensive care medicine; MEDLINE; Systematic review; Health care; Sleep disordered breathing; Psychiatry; Psychology; Obstructive sleep apnea","score_opus":0.05982951509535724,"score_gpt":0.4170966727093185,"score_spread":0.3572671576139613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137070254","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013314852,0.994124,0.000020478545,0.000442952,0.00014821261,0.0037127805,0.00017272224,0.000002230628,0.00004513401],"genre_scores_gemma":[0.009713125,0.9892946,0.00012283187,0.0001364708,0.00017567797,0.00046934115,0.00003016363,0.000051478837,0.0000062958015],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99589103,0.0009186966,0.0020760936,0.0003450695,0.00039558366,0.00037352552],"domain_scores_gemma":[0.9941713,0.0027499788,0.0004187094,0.00036320146,0.0011375031,0.0011592789],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014253048,0.00039684097,0.0054631173,0.0011521826,0.000058137543,0.000013392631,0.00016423778,0.00021229745,0.000088601526],"category_scores_gemma":[0.014559118,0.0002611833,0.00075158785,0.00053519063,0.00038922363,0.00006316997,0.00002650915,0.00034405247,4.7963624e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043048447,0.000033040567,0.00014188756,0.6346145,0.00028297398,0.00040066757,0.00037747368,2.6865473e-8,5.327467e-7,0.00005625953,0.000055727105,0.36399385],"study_design_scores_gemma":[0.0023878587,0.015981078,0.00001907499,0.9557975,0.012562709,0.0004563528,0.0009736533,0.0000017754028,0.00001940507,0.000003893483,0.011621397,0.00017533336],"about_ca_topic_score_codex":0.00041640963,"about_ca_topic_score_gemma":0.0009931626,"teacher_disagreement_score":0.36381853,"about_ca_system_score_codex":0.0005245517,"about_ca_system_score_gemma":0.0005914505,"threshold_uncertainty_score":0.999984},"labels":[],"label_agreement":null},{"id":"W3137969288","doi":"10.5664/jcsm.9262","title":"Potential impact of pediatric obstructive sleep apnea on mandibular cortical width dimensions","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep (system call); Dentistry; Orthodontics; Anesthesia","score_opus":0.04691444086651356,"score_gpt":0.416800712083604,"score_spread":0.3698862712170904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137969288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99035347,0.0014137696,0.002174748,0.002782113,0.0020158112,0.00030532724,0.000017991342,0.000016633265,0.0009201381],"genre_scores_gemma":[0.99151826,0.0005443005,0.0020406973,0.00034578037,0.0054100375,0.0000021341025,0.000017013124,0.00005261489,0.000069174705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9923295,0.00079955347,0.003342717,0.00048695737,0.0024262688,0.0006150055],"domain_scores_gemma":[0.99116594,0.0027061924,0.001437022,0.0006793135,0.0026038557,0.0014077058],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027949163,0.00036959443,0.0022920254,0.0005083923,0.00010613015,0.000012329145,0.00031931172,0.00039029735,0.0020558285],"category_scores_gemma":[0.017686334,0.000235011,0.0013365842,0.0010505011,0.00080186,0.00014976703,0.00016889023,0.0026681882,0.000042619835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015384701,0.005552691,0.85615647,0.00025163224,0.005193277,0.013887133,0.0003134982,0.0005686263,0.01660007,0.0006371612,0.0027146174,0.082740106],"study_design_scores_gemma":[0.015441998,0.014199232,0.9612618,0.00019256955,0.0025290437,0.0017991139,0.00028699957,0.0019551255,0.0010446061,0.0008793982,0.00018917357,0.00022093067],"about_ca_topic_score_codex":0.000016270673,"about_ca_topic_score_gemma":0.0000014232343,"teacher_disagreement_score":0.105105326,"about_ca_system_score_codex":0.00020805014,"about_ca_system_score_gemma":0.000422834,"threshold_uncertainty_score":0.9996327},"labels":[],"label_agreement":null},{"id":"W3138068595","doi":"10.5664/jcsm.9254","title":"Validation of home portable monitoring for the diagnosis of sleep-disordered breathing in adolescents and adults with neuromuscular disorders","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Polysomnography; Medicine; Sleep apnea; Apnea; Receiver operating characteristic; Apnea–hypopnea index; Hypopnea; Confidence interval; Obstructive sleep apnea; Cardiology; Gold standard (test); Anesthesia; Internal medicine","score_opus":0.04157104877714128,"score_gpt":0.3733420285353072,"score_spread":0.3317709797581659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138068595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990787,0.003552407,0.0011108833,0.0035978996,0.0004283942,0.0004954072,0.0000035732717,0.0000032911996,0.000021105769],"genre_scores_gemma":[0.9959353,0.0026770737,0.0008809737,0.00005171322,0.00040936502,0.000012379166,0.0000032600333,0.000024981811,0.0000049053124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99676937,0.00021192284,0.0016491932,0.0002327703,0.00089998235,0.00023674122],"domain_scores_gemma":[0.99601907,0.0017096937,0.0008829427,0.0002820118,0.00090853916,0.00019773365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022667244,0.00015026545,0.0009957018,0.00018508521,0.000040942767,0.000006430361,0.00016007667,0.00010869174,0.000026564532],"category_scores_gemma":[0.0060379,0.00008821078,0.00018943712,0.0004540918,0.00032533988,0.00014317154,0.00005987425,0.0006133637,1.3218119e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022628282,0.0005730976,0.8795162,0.00055304915,0.00029020195,0.000067675515,0.00035271543,0.000100528145,0.00050519785,0.0000073862843,0.000007737032,0.115763426],"study_design_scores_gemma":[0.01713327,0.0029004202,0.96978784,0.0029922568,0.0005806799,0.000073896575,0.0020978788,0.00093920727,0.003225743,0.00011816398,0.000068276204,0.00008239473],"about_ca_topic_score_codex":0.00008481894,"about_ca_topic_score_gemma":0.000024053774,"teacher_disagreement_score":0.11568103,"about_ca_system_score_codex":0.00002921798,"about_ca_system_score_gemma":0.000077916826,"threshold_uncertainty_score":0.7228367},"labels":[],"label_agreement":null},{"id":"W3139076708","doi":"10.22219/sm.vol16.smumm2.11340","title":"The Risk for Obstructive Sleep Apnea and Cognitive Function of High School Student","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Cognition; Sleep (system call); Medicine; Psychology; Cardiology; Internal medicine; Computer science; Neuroscience","score_opus":0.1463508996694388,"score_gpt":0.5111416985968861,"score_spread":0.36479079892744726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139076708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799876,0.011862044,0.0037914847,0.0005964237,0.0003963338,0.0023436865,0.00020766456,0.00002277046,0.0007919701],"genre_scores_gemma":[0.9967192,0.002221228,0.00024653805,0.0002043756,0.00033834876,0.00014431708,0.000016390573,0.000057277735,0.000052339536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968483,0.0003648492,0.00080811355,0.0005262855,0.0010471337,0.00040530687],"domain_scores_gemma":[0.9952491,0.0015399841,0.00092663214,0.00031535965,0.0014389162,0.0005300352],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011571159,0.00029736437,0.0008511034,0.0003302681,0.0004277314,0.0004558958,0.0009469166,0.00011221751,0.0014600416],"category_scores_gemma":[0.0032169954,0.00021449321,0.0002155506,0.00077986176,0.00047165423,0.0009647813,0.0008597122,0.00069713866,0.0000091658585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069818757,0.00024444354,0.78442025,0.00022282748,0.0026533671,0.000017461478,0.00048767994,0.000023591008,0.036529403,0.00022298511,0.0012171362,0.16697896],"study_design_scores_gemma":[0.0034372762,0.00021127002,0.96152157,0.00014288373,0.0009446304,0.0000094822035,0.0019309284,0.0003029055,0.027365834,0.0032983173,0.00062448595,0.00021039878],"about_ca_topic_score_codex":0.00024001655,"about_ca_topic_score_gemma":0.000016972284,"teacher_disagreement_score":0.17710131,"about_ca_system_score_codex":0.00009505443,"about_ca_system_score_gemma":0.00009858959,"threshold_uncertainty_score":0.99945277},"labels":[],"label_agreement":null},{"id":"W3141853597","doi":"10.1186/s40001-021-00503-z","title":"Translation and validation of the STOP-Bang questionnaire into Slovene","year":2021,"lang":"en","type":"article","venue":"European journal of medical research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Javna Agencija za Raziskovalno Dejavnost RS; University Health Network","keywords":"Medicine; Internal medicine; Sleep (system call); Physical therapy","score_opus":0.08085341148660924,"score_gpt":0.4043706194867394,"score_spread":0.3235172080001302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3141853597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96333265,0.0032572174,0.001993582,0.028630687,0.00015685328,0.00012859116,8.643693e-7,0.0000037030195,0.002495822],"genre_scores_gemma":[0.9984957,0.00038854696,0.00062931236,0.000051019844,0.0003083685,4.4175283e-7,0.0000013926203,0.000016539509,0.00010867909],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99260443,0.0028570273,0.0004552864,0.00013100478,0.0037573443,0.00019488586],"domain_scores_gemma":[0.99754846,0.0004089425,0.00010929645,0.00021099955,0.0013806846,0.00034162038],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0106093185,0.000062035884,0.00018726557,0.00018649323,0.00010227646,0.000027048054,0.0002590414,0.000047314817,0.00031773298],"category_scores_gemma":[0.009974833,0.00003976611,0.00008796541,0.00054782175,0.0004820575,0.00009142317,0.00015727074,0.0011809795,0.0000099114795],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002968869,0.00020565483,0.013082549,0.00027992955,0.00010350995,0.0010265809,0.001509002,0.0000047726094,0.066238515,0.0005839979,0.00033085892,0.9163377],"study_design_scores_gemma":[0.010992679,0.002237643,0.6812297,0.0048965025,0.00015295339,0.0034064737,0.0031188137,0.0022046573,0.26894033,0.0016749138,0.020928372,0.00021693233],"about_ca_topic_score_codex":0.000010633942,"about_ca_topic_score_gemma":0.0000038117264,"teacher_disagreement_score":0.9161208,"about_ca_system_score_codex":0.000079554906,"about_ca_system_score_gemma":0.00044779584,"threshold_uncertainty_score":0.99836457},"labels":[],"label_agreement":null},{"id":"W3143604841","doi":"10.2196/26259","title":"A Wearable Ballistocardiography Device for Estimating Heart Rate During Positive Airway Pressure Therapy: Investigational Study Among the General Population","year":2021,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Flinders University; ResMed","keywords":"Medicine; Heart rate; Population; Positive airway pressure; Obstructive sleep apnea; Sleep apnea; Breathing; Cardiology; Physical therapy; Physical medicine and rehabilitation; Internal medicine; Blood pressure; Anesthesia","score_opus":0.022695981546766726,"score_gpt":0.31994074026344965,"score_spread":0.29724475871668293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143604841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940414,0.00075488776,0.0005111455,0.000574807,0.0001981102,0.0034416385,0.00003960666,0.00006730817,0.00037112014],"genre_scores_gemma":[0.9927217,0.0000034455036,0.004808464,0.00016246988,0.00073460664,0.0010842239,0.00009057007,0.000048952403,0.0003456065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977243,0.00050425885,0.00028548975,0.0004851354,0.0006338795,0.00036693318],"domain_scores_gemma":[0.99854624,0.00019568566,0.00008535121,0.00044332637,0.0005889508,0.0001404726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006780713,0.0002059461,0.00040599305,0.00012320677,0.00048621098,0.000112507885,0.00010788472,0.00008227737,0.000023101382],"category_scores_gemma":[0.00020818296,0.00016151501,0.00038083643,0.00058320275,0.00010622648,0.0002062013,0.00008341599,0.00032412313,0.0000047296144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003395227,0.00018193782,0.9666391,0.00013866823,0.0018670113,0.000050546198,0.0013565556,0.0070407283,0.020606225,0.00005792245,0.00021372235,0.0015080575],"study_design_scores_gemma":[0.0023493012,0.00017991786,0.9800217,0.00007149939,0.0001949429,0.00004477226,0.0005480217,0.010558707,0.0056159394,0.000085869084,0.00016878205,0.00016052788],"about_ca_topic_score_codex":0.0001615186,"about_ca_topic_score_gemma":0.00002541433,"teacher_disagreement_score":0.014990286,"about_ca_system_score_codex":0.000094259514,"about_ca_system_score_gemma":0.00008003761,"threshold_uncertainty_score":0.6586391},"labels":[],"label_agreement":null},{"id":"W3144091284","doi":"","title":"Relationship between smoking and sleep apnea in clinic population.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Logistic regression; Polysomnography; Sleep apnea; Confounding; Odds ratio; Population; Risk factor; Obstructive sleep apnea; Apnea; Internal medicine; Univariate analysis; Multivariate analysis; Environmental health","score_opus":0.10646027333477394,"score_gpt":0.3162603840010879,"score_spread":0.209800110666314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3144091284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99014413,0.0004942343,0.00004066402,0.00131556,0.0000663221,0.00070400373,0.0000032592018,0.0000406997,0.007191126],"genre_scores_gemma":[0.99869424,0.000003753619,0.00015266862,0.000055282315,0.00016317605,0.00024074884,0.000014302051,0.000018108647,0.00065770163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879706,0.00008250609,0.0002790219,0.00023567339,0.00027534607,0.00033037155],"domain_scores_gemma":[0.99912375,0.00043266808,0.00004975692,0.00019473725,0.00003261242,0.00016647678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005401688,0.00008369364,0.00018901647,0.0002727286,0.00005858775,0.000020634194,0.0000528328,0.000101998856,0.00011224844],"category_scores_gemma":[0.00129213,0.00008157142,0.000032961496,0.00038337457,0.000056990124,0.0001287336,0.000045658795,0.00035442488,0.000036378166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009570754,0.000021441776,0.8167549,0.00002119745,0.000015278585,0.0000079957845,0.00006377318,5.1186765e-7,4.4002567e-7,0.000087289605,0.000025501666,0.1829921],"study_design_scores_gemma":[0.0011641803,0.000015418951,0.99763286,0.000004725295,0.000040015668,0.000007388988,0.000028762212,0.00033620655,0.0000085163965,0.00052001636,0.00016797762,0.00007395],"about_ca_topic_score_codex":0.00004006489,"about_ca_topic_score_gemma":0.000008826636,"teacher_disagreement_score":0.18291815,"about_ca_system_score_codex":0.00011889372,"about_ca_system_score_gemma":0.0000016094256,"threshold_uncertainty_score":0.33263862},"labels":[],"label_agreement":null},{"id":"W3149986234","doi":"10.4103/sja.sja_1010_20","title":"Perioperative care of obstructive sleep apnea patients: A survey of European anesthesiologists","year":2021,"lang":"en","type":"article","venue":"Saudi Journal of Anaesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Perioperative; American society of anesthesiologists; Sleep apnea; Anesthesia; Intensive care medicine; Emergency medicine","score_opus":0.021378484454939173,"score_gpt":0.28372990034264506,"score_spread":0.2623514158877059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149986234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954639,0.002496138,0.00010780704,0.0001234155,0.00009569226,0.0001976416,0.000037887836,0.000005781973,0.0014717379],"genre_scores_gemma":[0.99718714,0.0001664351,0.0024371836,0.000049387774,0.00006425723,0.0000010670191,0.000033361437,0.000040438546,0.000020744415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964742,0.0012545941,0.0009447965,0.00025400543,0.00078232365,0.00029005748],"domain_scores_gemma":[0.9915654,0.00016065265,0.0008290813,0.00039188255,0.006840381,0.00021257732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078033603,0.00022434143,0.0009007935,0.000268655,0.000059490078,0.00001396058,0.00028065362,0.00009292673,0.00009849087],"category_scores_gemma":[0.0018623929,0.00017594287,0.00028112,0.00062546675,0.0004761518,0.0001601913,0.000088491484,0.0004526628,0.0000066948305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011765009,0.00044719482,0.9046184,0.00022085443,0.00040147733,0.0010196024,0.0033185957,0.00003539829,0.0067364005,0.00010456155,0.000026276173,0.08189475],"study_design_scores_gemma":[0.0023286669,0.0028738086,0.96765256,0.00017537759,0.00011570216,0.00025491486,0.0033330761,0.000016786542,0.022935234,0.000015279153,0.00016584752,0.00013274566],"about_ca_topic_score_codex":0.00006421511,"about_ca_topic_score_gemma":0.000021966687,"teacher_disagreement_score":0.081762,"about_ca_system_score_codex":0.00015826561,"about_ca_system_score_gemma":0.0002668253,"threshold_uncertainty_score":0.7174742},"labels":[],"label_agreement":null},{"id":"W3152646736","doi":"10.4103/ejcdt.ejcdt_222_19","title":"Effects of continuous positive airway pressure treatment on mood, cognition, and quality of life in patients with obstructive sleep apnea","year":2020,"lang":"en","type":"article","venue":"Egyptian Journal of Chest Diseases and Tuberculosis","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Continuous positive airway pressure; Hospital Anxiety and Depression Scale; Obstructive sleep apnea; Montreal Cognitive Assessment; Mood; Anxiety; Hypopnea; Apnea–hypopnea index; Polysomnography; Sleep apnea; Depression (economics); Neurocognitive; Physical therapy; Internal medicine; Apnea; Cognition; Psychiatry; Cognitive impairment","score_opus":0.009098883591932644,"score_gpt":0.24749038894432876,"score_spread":0.23839150535239612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152646736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99695975,0.001471332,0.00002542706,0.0006020643,0.000022012235,0.0006161845,0.00022414654,0.0000036695717,0.000075432385],"genre_scores_gemma":[0.99963224,0.00007086143,0.00011619258,0.0000831184,0.00005627759,0.0000080890795,0.000013101883,0.000018372635,0.0000017434674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984547,0.00019636388,0.0004819906,0.00021644232,0.0004812581,0.00016923292],"domain_scores_gemma":[0.9981618,0.0003496993,0.00038875488,0.00009471097,0.0005074507,0.00049758295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007380527,0.00019710208,0.00077865674,0.00013538878,0.000031676547,0.000012016531,0.000052090432,0.0000577671,0.000020171787],"category_scores_gemma":[0.00043029242,0.00013790361,0.00012330331,0.00018454363,0.00024917827,0.00013460907,0.000027556622,0.00016407986,3.714321e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010904321,0.0014507468,0.972735,0.0010229184,0.0015877349,0.00003414587,0.0012858169,0.0000142055005,0.0011389912,0.000034046523,0.0000034260713,0.009788648],"study_design_scores_gemma":[0.012879503,0.0072179832,0.96810526,0.0003224675,0.0010880416,0.000003928329,0.0005282159,0.000039592083,0.0096707875,0.000027406651,0.0000029682974,0.00011386861],"about_ca_topic_score_codex":0.000032408385,"about_ca_topic_score_gemma":0.0000025778954,"teacher_disagreement_score":0.009674779,"about_ca_system_score_codex":0.000039344017,"about_ca_system_score_gemma":0.000046482557,"threshold_uncertainty_score":0.5623546},"labels":[],"label_agreement":null},{"id":"W3154516753","doi":"10.1213/ane.0000000000005352","title":"Obesity and Obesity Hypoventilation, Sleep Hypoventilation, and Postoperative Respiratory Failure","year":2021,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obesity hypoventilation syndrome; Hypoventilation; Pacu; Anesthesia; Hypercapnia; Obstructive sleep apnea; Nasal cannula; Hypoxemia; Intensive care medicine; Surgery; Cannula; Internal medicine; Respiratory system; Acidosis","score_opus":0.03322231391333848,"score_gpt":0.32112765662103165,"score_spread":0.2879053427076932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154516753","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021508198,0.9757965,0.00007285996,0.0005692181,0.000037677073,0.0017136293,0.00001509415,0.00008684804,0.00019993469],"genre_scores_gemma":[0.0041768122,0.9927912,0.0009321018,0.0004578921,0.0003134416,0.00011512843,0.00038960268,0.00016866779,0.00065516256],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99556,0.0007239258,0.00093783205,0.0013451773,0.00083056313,0.00060248695],"domain_scores_gemma":[0.99714077,0.00029691015,0.0004437231,0.00088206865,0.00071280595,0.0005237495],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007919511,0.0008233937,0.0026204186,0.00057256845,0.00043719896,0.00021405662,0.00022681833,0.0007228121,0.00029201552],"category_scores_gemma":[0.00024886744,0.0007315906,0.0004920443,0.00096097763,0.00042872175,0.00032561063,0.00018680813,0.0010194621,0.00007438481],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095228716,0.00069226924,0.07092588,0.017264444,0.0020377883,0.0046775015,0.00048994034,8.070545e-7,0.00004116608,0.00568436,0.0022142953,0.89587635],"study_design_scores_gemma":[0.0008512119,0.0003004106,0.07478168,0.004080242,0.002595955,0.0035617717,0.0001655847,0.000041956646,0.000034953016,0.000089309884,0.9126726,0.0008243654],"about_ca_topic_score_codex":0.00003329064,"about_ca_topic_score_gemma":0.000033654163,"teacher_disagreement_score":0.91045827,"about_ca_system_score_codex":0.00028012553,"about_ca_system_score_gemma":0.00037067098,"threshold_uncertainty_score":0.9995135},"labels":[],"label_agreement":null},{"id":"W3155254227","doi":"10.1002/hed.26702","title":"Surgical, clinical, and functional outcomes of transoral robotic surgery used in sleep surgery for obstructive sleep apnea syndrome: A systematic review and meta‐analysis","year":2021,"lang":"en","type":"review","venue":"Head & Neck","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Obstructive sleep apnea; Medicine; Epworth Sleepiness Scale; Meta-analysis; Transoral robotic surgery; Cochrane Library; Sleep apnea; Apnea; Anesthesia; Surgery; Internal medicine; Polysomnography","score_opus":0.18053584663765854,"score_gpt":0.41355785570545606,"score_spread":0.23302200906779752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155254227","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012969509,0.99153423,0.0001713433,0.00031784174,0.000197346,0.0061715483,0.00026829538,0.000034407072,0.000008035798],"genre_scores_gemma":[0.0027748968,0.99401194,0.00040815157,0.00009653623,0.000043444634,0.0018094326,0.0005918788,0.00013183626,0.00013188917],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9893707,0.0025400568,0.004838305,0.0014672071,0.001019502,0.00076422957],"domain_scores_gemma":[0.9770925,0.019455265,0.0012776268,0.0011149979,0.00055895845,0.0005006394],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0046180473,0.0009917921,0.03377992,0.0015765867,0.000096663134,0.00006127967,0.00017307833,0.0006268734,0.0003548212],"category_scores_gemma":[0.002870344,0.0007084728,0.008477731,0.0027922988,0.0005881289,0.0001778287,0.00012800204,0.00094439957,0.0000080733225],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043472537,0.0003389329,0.008636746,0.8312479,0.15471032,0.0004279699,0.000015905067,0.0000018346149,2.4195348e-8,0.000039349146,0.000035607536,0.004501882],"study_design_scores_gemma":[0.0010717228,0.00012360512,0.005144213,0.06084334,0.92841685,0.0014863411,0.000060944534,0.00010392838,1.6418286e-7,0.000014529059,0.001965847,0.00076852733],"about_ca_topic_score_codex":0.000063720945,"about_ca_topic_score_gemma":0.00007222037,"teacher_disagreement_score":0.7737065,"about_ca_system_score_codex":0.00013814105,"about_ca_system_score_gemma":0.00036249936,"threshold_uncertainty_score":0.99953663},"labels":[],"label_agreement":null},{"id":"W3155377390","doi":"10.1213/ane.0000000000005390","title":"Vulnerability to Postoperative Complications in Obstructive Sleep Apnea: Importance of Phenotypes","year":2021,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Airway; Dilator; Sleep apnea; Intensive care medicine; Comorbidity; Breathing; Anesthesia; Internal medicine","score_opus":0.04593901478276922,"score_gpt":0.3650546643126741,"score_spread":0.31911564952990484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155377390","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072198967,0.98701906,0.00014379174,0.0014834483,0.00003207765,0.0028884483,0.000039021284,0.00004377696,0.0011304981],"genre_scores_gemma":[0.023648597,0.9635379,0.008419219,0.0009777467,0.00021829498,0.0015330366,0.0010493657,0.0003267128,0.00028914306],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99560213,0.0006679446,0.0013131954,0.0011706213,0.0006684035,0.00057767564],"domain_scores_gemma":[0.9964453,0.0005112168,0.00041690224,0.0014548548,0.00082855555,0.0003431806],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005449628,0.00062620477,0.003324427,0.00064890564,0.00009844809,0.000030881452,0.00049180334,0.00038586083,0.00028252468],"category_scores_gemma":[0.00048611528,0.0005440636,0.0006326004,0.002394879,0.000332844,0.00011063409,0.00012597919,0.00094545464,0.00009685129],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007990054,0.0006930576,0.017677333,0.006012062,0.0007162724,0.0009221029,0.0006642209,0.000008036786,0.000031380197,0.007640655,0.00013384699,0.96542114],"study_design_scores_gemma":[0.0016648652,0.0009864657,0.22696653,0.012543103,0.0024929158,0.0031382265,0.0013601244,0.00012774116,0.00018775297,0.00043922814,0.7480691,0.0020239325],"about_ca_topic_score_codex":0.00014201443,"about_ca_topic_score_gemma":0.00010219945,"teacher_disagreement_score":0.9633972,"about_ca_system_score_codex":0.0006335001,"about_ca_system_score_gemma":0.00048237594,"threshold_uncertainty_score":0.9997011},"labels":[],"label_agreement":null},{"id":"W3155432403","doi":"10.2196/20779","title":"Video Consultation as an Adequate Alternative to Face-to-Face Consultation in Continuous Positive Airway Pressure Use for Newly Diagnosed Patients With Obstructive Sleep Apnea: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Continuous positive airway pressure; Randomized controlled trial; Obstructive sleep apnea; Physical therapy; Patient satisfaction; Sleep apnea; Nursing; Surgery; Anesthesia","score_opus":0.02220382839771417,"score_gpt":0.3565055054839149,"score_spread":0.33430167708620073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155432403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92409194,0.00006227765,0.012644932,0.0010481514,0.00031316493,0.060366496,0.00073370704,0.000064748005,0.00067458727],"genre_scores_gemma":[0.9737475,0.000010049058,0.0017861697,0.00019822377,0.00014048036,0.022274736,0.0008164517,0.00010174405,0.000924641],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98874754,0.004476716,0.0013904823,0.0012172405,0.002755296,0.0014126992],"domain_scores_gemma":[0.9696342,0.016739609,0.00047570388,0.0006038435,0.0116464,0.0009002634],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031950378,0.00060751353,0.0024888765,0.0014082991,0.00042413775,0.0003919256,0.0003773915,0.00029007456,0.00014748721],"category_scores_gemma":[0.02888207,0.00047183468,0.00032129473,0.002158242,0.0006783243,0.0016513148,0.00026147446,0.0011692799,0.00013829888],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8946111,0.0018742774,0.00089787063,0.00010952276,0.0017006879,0.00011051772,0.086299315,0.00062578387,0.00071237993,0.001488613,0.00008400929,0.011485929],"study_design_scores_gemma":[0.9232872,0.0089416215,0.020828104,0.00029854206,0.00024048174,0.000008646501,0.027187705,0.011506781,0.0067076283,0.0003800878,0.000105273546,0.0005078957],"about_ca_topic_score_codex":0.00041429824,"about_ca_topic_score_gemma":0.00016468271,"teacher_disagreement_score":0.059111606,"about_ca_system_score_codex":0.0008065192,"about_ca_system_score_gemma":0.0005326247,"threshold_uncertainty_score":0.9997733},"labels":[],"label_agreement":null},{"id":"W3155437896","doi":"10.5664/jcsm.9288","title":"Treatment usage patterns of oral appliances for obstructive sleep apnea over the first 60 days: a cluster analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Health and Medical Research Council; Medical Research Council; ResMed","keywords":"Medicine; Usage data; Cluster (spacecraft); Computer science; World Wide Web","score_opus":0.07500745283102078,"score_gpt":0.4171253270508955,"score_spread":0.3421178742198747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155437896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9555952,0.0013952994,0.020220596,0.020194864,0.0011327007,0.00087650784,0.00007274744,0.000010883834,0.0005011935],"genre_scores_gemma":[0.99397606,0.00035965917,0.0020941321,0.0012074889,0.0020570217,0.000033040436,0.000029354189,0.000036411086,0.00020681457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994571,0.00037113906,0.0027235642,0.0004640069,0.0013976585,0.00047264545],"domain_scores_gemma":[0.9915531,0.004153682,0.0015598661,0.00071331405,0.001543454,0.0004765403],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024466137,0.00033403022,0.0024288388,0.0003203863,0.0001264457,0.0000209056,0.00039899081,0.0002324427,0.00096977194],"category_scores_gemma":[0.0038286047,0.00017272307,0.0015201211,0.0009834056,0.00064873294,0.00015077379,0.00011983129,0.00072998146,0.000005107709],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004024732,0.001305914,0.81383985,0.00020111862,0.013292462,0.0005325559,0.0008228822,0.00018303655,0.00021617391,0.00011921986,0.0004026659,0.1650594],"study_design_scores_gemma":[0.02229567,0.006280419,0.9253254,0.00020613622,0.011416789,0.00024328436,0.0016293097,0.009043608,0.0008867358,0.00030413677,0.022160353,0.0002081935],"about_ca_topic_score_codex":0.00009702461,"about_ca_topic_score_gemma":0.00024839834,"teacher_disagreement_score":0.1648512,"about_ca_system_score_codex":0.00019722985,"about_ca_system_score_gemma":0.00013250766,"threshold_uncertainty_score":0.9999435},"labels":[],"label_agreement":null},{"id":"W3155566959","doi":"","title":"In Depth Analysis of Sleep Apnea Severity","year":2019,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sleep apnea; Medicine; Obstructive sleep apnea; Apnea; Cardiology; Psychology; Anesthesia","score_opus":0.021374338801288244,"score_gpt":0.37857068545854067,"score_spread":0.3571963466572524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155566959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9514521,0.000284358,0.000047824175,0.00014943315,0.00022795303,0.0004743017,0.000013029198,0.000015821362,0.04733518],"genre_scores_gemma":[0.97573763,0.000019913301,0.0002463274,0.000022774622,0.000033064694,0.000017145385,0.00089526,0.00003617953,0.022991681],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983486,0.00007241528,0.0002994579,0.00038027944,0.000625512,0.0002737305],"domain_scores_gemma":[0.9988018,0.00009570841,0.00018606916,0.0005578695,0.00026574638,0.00009276412],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022870192,0.00019998071,0.0009029648,0.001298597,0.000013662175,0.000007333304,0.00015205111,0.00030485867,0.0012404824],"category_scores_gemma":[0.00021189623,0.00019380718,0.00028362073,0.0018270495,0.000036912497,0.000047190075,0.000029026061,0.0005315105,0.000098049415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059907865,0.001696365,0.77548724,0.008121934,0.020118302,0.0004477713,0.043167565,0.00036138698,0.07400279,0.0009839265,0.00075370533,0.06886822],"study_design_scores_gemma":[0.0011636148,0.00013901353,0.96436495,0.00008029888,0.0026938515,0.0000024769597,0.0077982615,0.009240939,0.013882323,0.00001691941,0.0003652913,0.0002520671],"about_ca_topic_score_codex":0.0010549532,"about_ca_topic_score_gemma":0.0016180641,"teacher_disagreement_score":0.18887769,"about_ca_system_score_codex":0.00018207335,"about_ca_system_score_gemma":0.00007756118,"threshold_uncertainty_score":0.99967253},"labels":[],"label_agreement":null},{"id":"W3156137841","doi":"10.1213/ane.0000000000005490","title":"Integrating Sleep Knowledge Into the Anesthesiology Curriculum","year":2021,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; Toronto Western Hospital; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Sleep medicine; Anesthesiology; Obstructive sleep apnea; Narcolepsy; Perioperative; Sleep apnea; Sleep (system call); Pain medicine; Sleep and breathing; Curriculum; Neurology; Psychiatry; Sleep disorder; Insomnia; Anesthesia; Psychology","score_opus":0.034165382658432775,"score_gpt":0.3621412126071577,"score_spread":0.32797582994872493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156137841","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00065079395,0.9948384,0.000045358436,0.0008475009,0.00011600128,0.0016190641,0.0000011275253,0.00014673162,0.0017350293],"genre_scores_gemma":[0.00044804902,0.9956396,0.00080479844,0.00030731154,0.00093344896,0.00047227342,0.00029835815,0.00024003714,0.0008561001],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938112,0.0018742562,0.0012423404,0.001324039,0.0007010731,0.0010470984],"domain_scores_gemma":[0.9956026,0.0009637262,0.00052130234,0.0018476913,0.0006495024,0.00041517828],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012379561,0.0010853888,0.0038716944,0.0005856615,0.0004515755,0.00014181917,0.0011041492,0.0009153474,0.0005609016],"category_scores_gemma":[0.0005918398,0.00063739205,0.001689493,0.0021742887,0.0006503387,0.00010563492,0.00025212832,0.00233732,0.0010676456],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008210747,0.00024664935,0.0007601797,0.00551868,0.0006238914,0.0032867398,0.00043306893,1.3892326e-7,0.0000013740782,0.0034301137,0.0009672003,0.98472375],"study_design_scores_gemma":[0.00027772834,0.0002848371,0.00026979795,0.0063998103,0.0022996122,0.010498043,0.0006773412,0.000095336625,0.000004973799,0.000057044177,0.9785436,0.0005919058],"about_ca_topic_score_codex":0.00020069655,"about_ca_topic_score_gemma":0.000053256867,"teacher_disagreement_score":0.9841319,"about_ca_system_score_codex":0.00053205166,"about_ca_system_score_gemma":0.0007561611,"threshold_uncertainty_score":0.99996436},"labels":[],"label_agreement":null},{"id":"W3157460477","doi":"10.1002/hbm.25443","title":"Longitudinal changes in regional cerebral blood flow in late middle‐aged and older adults with treated and untreated obstructive sleep apnea","year":2021,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université du Québec à Montréal; Canadian Sleep & Circadian Network; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Cerebral blood flow; Medicine; Parahippocampal gyrus; Obstructive sleep apnea; Cerebral perfusion pressure; Continuous positive airway pressure; Cardiology; Polysomnography; Apnea; Hippocampus; Wakefulness; Anesthesia; Internal medicine; Middle frontal gyrus; Cognition; Electroencephalography; Temporal lobe; Psychiatry","score_opus":0.030374515303706526,"score_gpt":0.25872206203714193,"score_spread":0.2283475467334354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157460477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969438,0.00074110605,0.00001981667,0.0013231355,0.000018749754,0.00066665217,0.000010271552,0.000049096547,0.00022740425],"genre_scores_gemma":[0.998526,0.000023695065,0.000714604,0.00014974846,0.000080881575,0.00006221359,0.00011800627,0.00004446642,0.00028041768],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781746,0.00020538006,0.0002814249,0.00079586566,0.00034241422,0.00055745075],"domain_scores_gemma":[0.9991252,0.0001990337,0.000077278586,0.00026226445,0.0001481136,0.00018810466],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020527949,0.0003017362,0.00050006266,0.00054110907,0.0001581114,0.000059441674,0.00006956659,0.000149826,0.00013433928],"category_scores_gemma":[0.00013564293,0.00027919345,0.000033432116,0.0007476061,0.00031584752,0.00014459576,0.00011958464,0.0005127119,0.0000019647728],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058616564,0.00029239038,0.9460969,0.00058638,0.0003000765,0.0038244105,0.011629557,0.0000102862405,0.031448603,0.00013678525,0.000009798916,0.0050786287],"study_design_scores_gemma":[0.014298375,0.00024269651,0.97717863,0.0011715353,0.00005946439,0.00037557754,0.0029173142,0.0018568516,0.0014895652,0.000121063764,0.000010003608,0.00027889226],"about_ca_topic_score_codex":0.000274452,"about_ca_topic_score_gemma":0.0041539636,"teacher_disagreement_score":0.031081744,"about_ca_system_score_codex":0.00011688613,"about_ca_system_score_gemma":0.000029784564,"threshold_uncertainty_score":0.999966},"labels":[],"label_agreement":null},{"id":"W3157564209","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a4710","title":"Estimating Sleep Apnea Severity from Tracheal Signals Using Snore Related Features","year":2021,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Sleep apnea; Apnea; Sleep (system call); Medicine; Computer science; Audiology; Cardiology; Anesthesia","score_opus":0.03172095044185638,"score_gpt":0.32781944309768835,"score_spread":0.296098492655832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157564209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977562,0.00047542847,0.010789932,0.0011667865,0.00027464086,0.00028023054,0.000028112425,0.0001561378,0.009266694],"genre_scores_gemma":[0.88486564,8.472849e-7,0.11400388,0.00024083647,0.00023535341,0.000004677575,0.0001196732,0.000038517224,0.0004905795],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979036,0.00017256843,0.00035306672,0.0005145103,0.00060764584,0.00044860016],"domain_scores_gemma":[0.99863803,0.0002552462,0.00007490339,0.00042360256,0.00033315938,0.00027508417],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002610639,0.00020231876,0.0004104883,0.000091088594,0.00016909669,0.00006398988,0.00010683675,0.00022209452,0.0037368853],"category_scores_gemma":[0.0007360469,0.00018017994,0.00014519447,0.00048360828,0.000111664696,0.00015845223,0.00014022886,0.0007166297,0.00007085995],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033143125,0.00059479696,0.07576134,0.00023488051,0.0011051663,0.0027396276,0.0019164134,0.0014232625,0.7024807,0.0003582117,0.0003588302,0.21269538],"study_design_scores_gemma":[0.0029226686,0.00010165489,0.13529989,0.00009821324,0.000297412,0.00065563037,0.0015126984,0.68300796,0.17390849,0.0017309877,0.0000686994,0.0003956914],"about_ca_topic_score_codex":0.000507297,"about_ca_topic_score_gemma":0.0000381122,"teacher_disagreement_score":0.6815847,"about_ca_system_score_codex":0.00018246313,"about_ca_system_score_gemma":0.00008254403,"threshold_uncertainty_score":0.99717385},"labels":[],"label_agreement":null},{"id":"W3158299050","doi":"10.1007/s11325-021-02373-5","title":"The association between high risk of sleep apnea, comorbidities, and risk of COVID-19: a population-based international harmonized study","year":2021,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; Toronto Western Hospital; University Health Network; University of Toronto; Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"UCB Pharma; Novo Nordisk Fonden; University Health Network Foundation; H. Lundbeck A/S; Universidade Federal do Rio Grande do Norte; Otsuka Pharmaceutical; Astellas Pharma; Meiji Seika Pharma; Sanofi; Bayer HealthCare; Eisai; Jazz Pharmaceuticals; University of Oxford; Health and Medical Research Fund; Idorsia Pharmaceuticals; Mississippi State University; Masimo; National Institute for Health and Care Research; Wellcome Trust; Chinese University of Hong Kong","keywords":"Medicine; Odds ratio; Obstructive sleep apnea; Confidence interval; Sleep apnea; Population; Cross-sectional study; Comorbidity; Internal medicine; Intensive care unit; Depression (economics); Neurology; Diabetes mellitus; Psychiatry; Environmental health","score_opus":0.02000984870956339,"score_gpt":0.3010703645629474,"score_spread":0.281060515853384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158299050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965605,0.00031062833,0.001282579,0.000920523,0.00014649537,0.00040252335,0.00025881513,0.000020525595,0.00009737748],"genre_scores_gemma":[0.99891967,0.000105789506,0.00059835933,0.000037781927,0.00011693995,0.0000147627225,0.00013252634,0.000014928088,0.000059227532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796444,0.00048809635,0.0004125411,0.00026258672,0.00069110276,0.0001812342],"domain_scores_gemma":[0.9969793,0.0018365603,0.0004293787,0.00022540937,0.00038559173,0.00014377764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014136727,0.00012606363,0.0003515551,0.00012203981,0.00030632527,0.000054290114,0.000094550756,0.00008460385,0.000044421944],"category_scores_gemma":[0.0032345445,0.00009781906,0.00007440196,0.0002068389,0.00008396212,0.00009014545,0.00010993391,0.00031346382,6.8984906e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016138009,0.00014506678,0.9723433,0.00005556842,0.0013211155,0.000015627646,0.001118168,0.000035719568,0.00016102886,0.00010103819,0.0000075864286,0.024534378],"study_design_scores_gemma":[0.0048768674,0.0001761758,0.98424524,0.000021867656,0.00083428423,0.0000058516625,0.0021877193,0.0060138465,0.0009929148,0.00044598847,0.00011117766,0.00008804502],"about_ca_topic_score_codex":0.005542391,"about_ca_topic_score_gemma":0.00028199796,"teacher_disagreement_score":0.024446335,"about_ca_system_score_codex":0.00022702626,"about_ca_system_score_gemma":0.00006647712,"threshold_uncertainty_score":0.8378474},"labels":[],"label_agreement":null},{"id":"W3158354611","doi":"10.1093/sleep/zsab072.468","title":"469 Utilization of the STOP-Bang questionnaire for referral of obstructive sleep apnea in various geographical regions","year":2021,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; MEDLINE; Polysomnography; CINAHL; Cochrane Library; Respiratory disturbance index; Physical therapy; Sleep apnea; Systematic review; Sleep disorder; Meta-analysis; Pediatrics; Internal medicine; Apnea; Psychological intervention; Psychiatry","score_opus":0.03569579159453539,"score_gpt":0.3191724542530908,"score_spread":0.2834766626585554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158354611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98028034,0.0007644104,0.014284681,0.0021039671,0.00043370627,0.0010750678,0.0000535811,0.000030350953,0.0009739249],"genre_scores_gemma":[0.99808407,0.000015003513,0.0015753752,0.0000581742,0.00006738271,0.00006199987,0.000043747787,0.000026233976,0.00006800893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982773,0.00018669732,0.00043194837,0.0003342264,0.0004753997,0.00029441976],"domain_scores_gemma":[0.9983483,0.0001175263,0.00015892781,0.0005410692,0.00074874813,0.00008544173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025420662,0.00014112871,0.00035798227,0.00022071363,0.000078436686,0.0000072038238,0.00016716837,0.00016884321,0.00004371413],"category_scores_gemma":[0.0011049054,0.000113939495,0.00021951072,0.0010843098,0.0003694379,0.000082623854,0.00011805222,0.0003182044,0.0000013619759],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012001554,0.0013657851,0.7326601,0.00095658045,0.0004889089,0.000051012117,0.003199911,0.00034211873,0.036646463,0.1317954,0.00008853472,0.09120504],"study_design_scores_gemma":[0.0035355238,0.00029358928,0.9359832,0.00025019958,0.00020260086,0.00006941208,0.0013846412,0.0090753725,0.037483715,0.011235991,0.00031261647,0.00017315286],"about_ca_topic_score_codex":0.00012600381,"about_ca_topic_score_gemma":0.0002705436,"teacher_disagreement_score":0.2033231,"about_ca_system_score_codex":0.00012424056,"about_ca_system_score_gemma":0.00008914,"threshold_uncertainty_score":0.4646318},"labels":[],"label_agreement":null},{"id":"W3158430184","doi":"10.1213/ane.0000000000005545","title":"Predictive Performance of Oximetry to Detect Sleep Apnea in Patients Taking Opioids","year":2021,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Toronto Rehabilitation Institute; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Polysomnography; Anesthesia; Apnea; Sleep apnea; Apnea–hypopnea index; Confidence interval; Body mass index; Obstructive sleep apnea; Prospective cohort study; Pulse oximetry; Internal medicine","score_opus":0.01133897924361076,"score_gpt":0.2640120050022554,"score_spread":0.25267302575864464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158430184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99766546,0.00017494491,0.00028589062,0.00030601776,0.00003085003,0.0004536336,0.0000023630125,0.000032893095,0.0010479444],"genre_scores_gemma":[0.9976174,0.000010169838,0.001865531,0.00028760446,0.000058355257,0.00003095721,0.000023363424,0.000040301187,0.00006631641],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977593,0.00012854196,0.00043107735,0.00046229802,0.0007385088,0.00048026524],"domain_scores_gemma":[0.9985948,0.0000846944,0.00013141337,0.0005022123,0.00046619127,0.00022064948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002868318,0.00021104142,0.0004920118,0.00045512195,0.00005679178,0.000015563684,0.000193104,0.00012968224,0.00018342996],"category_scores_gemma":[0.00026615238,0.00020617526,0.000117357355,0.0014511057,0.00009324608,0.00013965179,0.000080946855,0.000327355,0.000054488],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064636685,0.0002208254,0.9345734,0.0001541046,0.000083985644,0.0003303288,0.00030858783,0.000060179707,0.0033395723,0.00004059915,0.000017685796,0.060224365],"study_design_scores_gemma":[0.0014378795,0.0010915344,0.9394081,0.00010904658,0.00005547322,0.00007538075,0.00018435293,0.0027193755,0.054609895,0.000013502406,0.00013196112,0.00016345702],"about_ca_topic_score_codex":0.000049857666,"about_ca_topic_score_gemma":0.0000088276565,"teacher_disagreement_score":0.060060907,"about_ca_system_score_codex":0.00019385228,"about_ca_system_score_gemma":0.00007086095,"threshold_uncertainty_score":0.8407583},"labels":[],"label_agreement":null},{"id":"W3158521803","doi":"10.1371/journal.pone.0250777","title":"Predictive performance of oximetry in detecting sleep apnea in surgical patients with cardiovascular risk factors","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"Health and Medical Research Fund; University Health Network Foundation; National Healthcare Group; Universiti Malaya; Ontario Ministry of Health and Long-Term Care; Auckland Medical Research Foundation; ResMed","keywords":"Medicine; Pulse oximetry; Body mass index; Obstructive sleep apnea; Sleep apnea; Confidence interval; Internal medicine; Prospective cohort study; Apnea; Apnea–hypopnea index; Sleep study; Polysomnography; Predictive value of tests; Cohort study; Cohort; Cardiology; Anesthesia","score_opus":0.019235187240705116,"score_gpt":0.22350300972550488,"score_spread":0.20426782248479977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158521803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99860585,0.0003069784,0.000030672105,0.000005330344,0.000016844315,0.00048104767,0.000021314649,0.000018401292,0.00051353505],"genre_scores_gemma":[0.9992536,0.0000290679,0.00060471817,0.0000019012698,0.000030369232,0.000022802149,0.000022932818,0.000027266267,0.0000073686497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976972,0.00019567549,0.00030086172,0.00035457185,0.0011155823,0.00033612965],"domain_scores_gemma":[0.99890095,0.000179049,0.00007376185,0.0003909637,0.00035100558,0.00010429929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034531526,0.00014373654,0.00059847615,0.00027899392,0.00003183632,0.0000058117953,0.00007835321,0.00009804379,0.000051229275],"category_scores_gemma":[0.0006280999,0.000120817545,0.00010161765,0.0009344136,0.00009416526,0.000116888485,0.000095110234,0.000619125,0.0000045489487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057839375,0.0017478879,0.9883771,0.0002631199,0.0010491777,0.00010513859,0.0003914796,0.00018215772,0.0006154619,5.6601743e-7,2.9697652e-8,0.0066894745],"study_design_scores_gemma":[0.0040193796,0.0005728998,0.88400036,0.00020854994,0.00021246578,0.0000025763827,0.00038105441,0.0073145432,0.103182375,0.000001492455,0.0000014843536,0.000102843034],"about_ca_topic_score_codex":0.00013891082,"about_ca_topic_score_gemma":0.00002513234,"teacher_disagreement_score":0.10437678,"about_ca_system_score_codex":0.0002078186,"about_ca_system_score_gemma":0.000034594043,"threshold_uncertainty_score":0.49267966},"labels":[],"label_agreement":null},{"id":"W3158644534","doi":"10.1016/s0735-1097(21)02032-5","title":"SLEEP DISORDERED BREATHING AS A PREDICTOR OF MORBIDITY AND MORTALITY IN AMBULATORY PATIENTS WITH HEART FAILURE: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2021,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Meta-analysis; Ambulatory; Heart failure; Breathing; Sleep disordered breathing; Cardiology; Intensive care medicine; Internal medicine; Anesthesia; Obstructive sleep apnea","score_opus":0.0352222567167922,"score_gpt":0.3393294858819307,"score_spread":0.3041072291651385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158644534","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029447854,0.96800643,0.000026073798,0.00020683352,0.000024012397,0.001938103,0.00033872173,0.0000018099678,0.000010183953],"genre_scores_gemma":[0.10606003,0.8931654,0.00053290144,0.00008599017,0.000032061005,0.00006701171,0.000008416467,0.000036378573,0.000011808898],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9939953,0.0028848734,0.0017913562,0.00031960412,0.00079171266,0.00021717304],"domain_scores_gemma":[0.99447125,0.0006459334,0.0032244625,0.00077089015,0.0007416123,0.00014583206],"candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0017937677,0.0003475013,0.017348481,0.00042857416,0.00003106874,0.000005156022,0.0002735239,0.00010709092,0.000012443355],"category_scores_gemma":[0.0011814124,0.00017551264,0.0029442578,0.0016225213,0.000777698,0.000058064077,0.00022863384,0.0006568621,1.2024954e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008418203,0.00012417993,0.07328296,0.51232517,0.41366684,0.00014328453,0.00003253413,0.000011431454,0.0000011350955,0.000013022407,0.00007578585,0.00023945213],"study_design_scores_gemma":[0.0007391904,0.0007207254,0.022598896,0.018797355,0.9545086,0.0014512304,0.0001593881,0.0000060831103,5.985996e-7,0.000007558627,0.00083222357,0.00017817189],"about_ca_topic_score_codex":0.000057746674,"about_ca_topic_score_gemma":0.000018599449,"teacher_disagreement_score":0.54084176,"about_ca_system_score_codex":0.00013818563,"about_ca_system_score_gemma":0.000290593,"threshold_uncertainty_score":0.99724},"labels":[],"label_agreement":null},{"id":"W3158988177","doi":"10.1183/23120541.sleepandbreathing-2021.52","title":"Fitness indicators and cognitive performance in patients with obstructive sleep apnea syndrome. A preliminary report","year":2021,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Internal medicine; Cognition; Effects of sleep deprivation on cognitive performance; Montreal Cognitive Assessment; Comorbidity; Physical therapy; Cardiology; Cognitive impairment; Psychiatry","score_opus":0.008009820551511102,"score_gpt":0.2506334377232641,"score_spread":0.24262361717175296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158988177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99321383,0.00009208811,0.000116183866,0.000085675936,0.000059561025,0.0007389846,0.000012423015,0.00003432975,0.0056469063],"genre_scores_gemma":[0.99850595,0.000004803853,0.0007977194,0.000055652526,0.000014619114,0.00007313081,0.00012218571,0.00003296311,0.00039295357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980528,0.00006426177,0.00030068183,0.00058844045,0.0006116848,0.00038215757],"domain_scores_gemma":[0.9988527,0.00012231621,0.00009993297,0.00028701048,0.00042451147,0.00021348841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014895109,0.00020336041,0.0003734013,0.00034161576,0.000077316115,0.000020923744,0.000059222417,0.00010747554,0.00021226327],"category_scores_gemma":[0.00030681165,0.00016219908,0.000031185857,0.0008851774,0.000315321,0.0002541134,0.00017581772,0.00040472,0.000013241339],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010533625,0.0003475194,0.960315,0.0001742472,0.0001743435,0.00352228,0.00036534184,9.85608e-7,0.0000115395615,0.000022362561,0.0000017273508,0.03401129],"study_design_scores_gemma":[0.004612474,0.0011969326,0.9882909,0.00017816927,0.00009656624,0.0019508549,0.0012752074,0.00014618578,0.0020356271,0.000009623829,0.000013262392,0.00019421025],"about_ca_topic_score_codex":0.000016273574,"about_ca_topic_score_gemma":0.0000084758685,"teacher_disagreement_score":0.03381708,"about_ca_system_score_codex":0.00010956182,"about_ca_system_score_gemma":0.00009789956,"threshold_uncertainty_score":0.6614287},"labels":[],"label_agreement":null},{"id":"W3159047161","doi":"10.5664/jcsm.9334","title":"Home sleep apnea testing for chronic heart failure: time to break the Cheyne?","year":2021,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Sleep apnea; Sleep medicine; Central sleep apnea; Obstructive sleep apnea; Population; Pediatrics; Heart failure; Gerontology; Polysomnography; Family medicine; Apnea; Internal medicine; Sleep disorder; Psychiatry; Insomnia","score_opus":0.07295996003273875,"score_gpt":0.3918213000538385,"score_spread":0.3188613400210997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159047161","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005267008,0.004069617,0.00091741723,0.98412263,0.0031445401,0.0018689407,0.00005316888,0.000047122045,0.0005095495],"genre_scores_gemma":[0.007279554,0.000089573834,0.009554838,0.7749382,0.20258221,0.0001528141,0.00018589455,0.00043302556,0.0047838422],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9888537,0.00091942993,0.0046283235,0.00094503874,0.0032869566,0.0013665722],"domain_scores_gemma":[0.97578233,0.015648564,0.0020896757,0.0012896151,0.0040986435,0.0010911466],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008536244,0.0007962411,0.0043640286,0.0005939223,0.00024239304,0.000080972575,0.0012719744,0.0015121762,0.003796682],"category_scores_gemma":[0.036566593,0.00046020816,0.0015904643,0.001270745,0.00093942834,0.00015058894,0.0003886643,0.010274946,0.00033076014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060572603,0.00020089671,0.0024316676,0.00066055893,0.0016832422,0.0016811362,0.000054783286,0.000013990422,0.0013637618,0.000002477555,0.8951887,0.096113086],"study_design_scores_gemma":[0.009074821,0.009597192,0.00809462,0.0023320692,0.0025111623,0.0030001854,0.00007066591,0.0012200736,0.000114437215,0.000115638824,0.9633937,0.00047546165],"about_ca_topic_score_codex":0.000020268502,"about_ca_topic_score_gemma":0.0000055994283,"teacher_disagreement_score":0.2091844,"about_ca_system_score_codex":0.0005462539,"about_ca_system_score_gemma":0.0008389504,"threshold_uncertainty_score":0.99978495},"labels":[],"label_agreement":null},{"id":"W3159087937","doi":"10.3389/fnins.2021.657126","title":"Longer and Deeper Desaturations Are Associated With the Worsening of Mild Sleep Apnea: The Sleep Heart Health Study","year":2021,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Hengityssairauksien Tutkimussäätiö; Orionin Tutkimussäätiö; Instrumentariumin Tiedesäätiö; Tampereen Tuberkuloosisäätiö; University of California, Davis; Business Finland; Kuopion Yliopistollinen Sairaala; Suomen Kulttuurirahasto; Academy of Finland; Case Western Reserve University; NordForsk; Suomen Tuberkuloosin Vastustamisyhdistyksen Säätiö; Päivikki ja Sakari Sohlbergin Säätiö; University of Washington; York University; Johns Hopkins University; University of Minnesota","keywords":"Sleep apnea; Apnea; Medicine; Obesity; Oxygen saturation; Sleep (system call); Cardiology; Internal medicine; Obstructive sleep apnea; Central sleep apnea; Anesthesia; Polysomnography; Oxygen","score_opus":0.0251832020891822,"score_gpt":0.2966719148134998,"score_spread":0.2714887127243176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159087937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852517,0.0006372042,0.0026026557,0.0102565605,0.00036498686,0.00080047024,0.000006291951,0.000016141186,0.0000639847],"genre_scores_gemma":[0.99756324,0.00001090427,0.0009880769,0.0012485806,0.000021758193,0.000031697735,0.000001447485,0.000014275682,0.00011999974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978584,0.0004591197,0.00021911641,0.0004200371,0.00066925114,0.00037410005],"domain_scores_gemma":[0.99898547,0.00018859087,0.00012175528,0.0004177127,0.00018187656,0.000104582316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075868,0.00012487316,0.00028611606,0.000113474634,0.00039263922,0.00004452532,0.00020535059,0.00003226332,0.000004140703],"category_scores_gemma":[0.00095591485,0.00007055406,0.000034261546,0.0015081436,0.00070675596,0.00012486316,0.00013644232,0.00048454932,3.8749346e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057760706,0.00028715795,0.99263716,0.000014137756,0.000022974722,0.0000558774,0.0027621617,0.00015995128,0.0019668804,0.000025135507,0.00048683127,0.0015239631],"study_design_scores_gemma":[0.0008092921,0.0003095251,0.97981644,0.00003356278,0.000026079919,0.000034513767,0.010765628,0.007496383,0.00047691376,0.000016364656,0.00014309847,0.00007217513],"about_ca_topic_score_codex":0.000026456277,"about_ca_topic_score_gemma":0.00023831338,"teacher_disagreement_score":0.012820705,"about_ca_system_score_codex":0.00008990953,"about_ca_system_score_gemma":0.000097410884,"threshold_uncertainty_score":0.30199033},"labels":[],"label_agreement":null},{"id":"W3159095312","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a4711","title":"Validation of Sleep Questionnaires to Screen for Obstructive Sleep Apnea in Parkinson's Disease Population","year":2021,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; McGill University Health Centre","funders":"","keywords":"Sleep (system call); Obstructive sleep apnea; Sleep apnea; Parkinson's disease; Population; Medicine; Disease; Physical medicine and rehabilitation; Audiology; Computer science; Internal medicine","score_opus":0.022216972985508274,"score_gpt":0.3154169496719178,"score_spread":0.2931999766864095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159095312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9686896,0.00008860294,0.027470453,0.0018400974,0.00015090941,0.0011619282,0.00006448281,0.000040825213,0.00049310626],"genre_scores_gemma":[0.9837341,0.0000022015445,0.015360826,0.00010697349,0.00011603558,0.00012897946,0.00038038063,0.000026726082,0.00014383148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984042,0.00010695215,0.00036110985,0.00040966488,0.00045094313,0.0002671289],"domain_scores_gemma":[0.9985468,0.000162501,0.0000748968,0.00033700862,0.0006209886,0.00025782242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024458708,0.00013726462,0.00028629697,0.00031074812,0.000047013695,0.00001870606,0.000076850214,0.0000718336,0.00016677247],"category_scores_gemma":[0.0018207262,0.00013446146,0.00010277671,0.0005993243,0.000043283722,0.0001847207,0.00007016388,0.00010600023,0.000012097939],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013704905,0.0002973233,0.8901156,0.00024247267,0.00008820277,0.00003318116,0.00026269828,0.0009201577,0.011968994,0.006610725,0.0000498053,0.0880403],"study_design_scores_gemma":[0.0015552241,0.00013110442,0.93538064,0.00006974619,0.000062813495,0.0000043405644,0.0002754912,0.009061055,0.050993226,0.0020817618,0.00025265032,0.00013194019],"about_ca_topic_score_codex":0.00033289398,"about_ca_topic_score_gemma":0.00013602228,"teacher_disagreement_score":0.087908365,"about_ca_system_score_codex":0.0002248058,"about_ca_system_score_gemma":0.000049958897,"threshold_uncertainty_score":0.5483179},"labels":[],"label_agreement":null},{"id":"W3159326750","doi":"10.1093/sleep/zsab101","title":"Effects of nocturnal wearing of dentures on the quality of sleep and oral-health-related quality in edentate elders with untreated sleep apnea: a randomized cross-over trial","year":2021,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Université de Montréal; University of British Columbia; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Polysomnography; Pittsburgh Sleep Quality Index; Dentures; Oral appliance; Sleep apnea; Sleep (system call); Apnea; Dentistry; Physical therapy; Sleep quality; Anesthesia; Insomnia; Psychiatry","score_opus":0.03188337256455057,"score_gpt":0.3716974313008492,"score_spread":0.3398140587362986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159326750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952206,0.0009517784,0.00018853284,0.00040594974,0.00020470342,0.0025928358,0.000021675522,0.000019112827,0.00039481814],"genre_scores_gemma":[0.9994579,0.00004990055,0.00020035508,0.00009186916,0.000032723558,0.00006075128,0.000020848323,0.000034033183,0.00005163196],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.993029,0.00306943,0.0017173967,0.00050567026,0.0012042338,0.00047426904],"domain_scores_gemma":[0.99454165,0.0032756825,0.0010036114,0.000544202,0.00044749895,0.00018735032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042633815,0.00031225625,0.0020229714,0.00027508495,0.00008623263,0.000028186756,0.00018668876,0.00019056101,0.00017431438],"category_scores_gemma":[0.0036331974,0.00019757503,0.00030918285,0.0008171794,0.0009952796,0.00010251848,0.00014334882,0.00067975174,0.000002018926],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8483728,0.0013635728,0.097579576,0.002049281,0.002119371,0.00010080678,0.0027044273,0.00021455131,0.034524884,0.0028367436,0.000005645644,0.008128294],"study_design_scores_gemma":[0.609525,0.0010076493,0.28692922,0.00033506125,0.00026226952,0.000014510259,0.00063486834,0.0011158045,0.09944223,0.00054011605,0.000001628518,0.00019162997],"about_ca_topic_score_codex":0.0032895487,"about_ca_topic_score_gemma":0.00046947936,"teacher_disagreement_score":0.23884784,"about_ca_system_score_codex":0.00014794464,"about_ca_system_score_gemma":0.000110728506,"threshold_uncertainty_score":0.80568767},"labels":[],"label_agreement":null},{"id":"W3159629744","doi":"10.1109/jbhi.2021.3078127","title":"Estimation of Apnea-Hypopnea Index Using Deep Learning On 3-D Craniofacial Scans","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Biomedical and Health Informatics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health; William Demant Fonden; Danmarks Tekniske Universitet; Center for Advanced Study in the Behavioral Sciences, Stanford University; Torben og Alice Frimodts Fond; Augustinus Fonden; Otto Mønsteds Fond; Knud Højgaards Fond; Sunovion; Vera og Carl Johan Michaelsens Legat; Stanford University; Reinholdt W. Jorck og Hustrus Fond; Jazz Pharmaceuticals; Klarman Family Foundation","keywords":"Craniofacial; Polysomnography; Obstructive sleep apnea; Artificial intelligence; Convolutional neural network; Sleep apnea; Hypopnea; Medicine; Computer science; Gold standard (test); Chin; Pattern recognition (psychology); Deep learning; Cephalometry; Random forest; Apnea; Orthodontics; Radiology; Cardiology; Internal medicine","score_opus":0.0480970144435272,"score_gpt":0.37115351557332427,"score_spread":0.32305650112979706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159629744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85994774,0.00018459099,0.13681975,0.0023067086,0.00040613685,0.00013649394,0.0000058711626,0.000007336992,0.00018538834],"genre_scores_gemma":[0.98351884,0.00019889827,0.015422641,0.0005715079,0.0002622536,4.3243142e-7,0.0000064573096,0.000009250169,0.000009746483],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973443,0.00006865022,0.0012734007,0.00005519812,0.0009897595,0.00026865044],"domain_scores_gemma":[0.99820507,0.00010037798,0.0007278232,0.00008732974,0.00037887812,0.00050053134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011078699,0.000103869745,0.0004734914,0.00034391182,0.00012920533,0.000020133046,0.00006447635,0.00011933472,0.000050773586],"category_scores_gemma":[0.00042798606,0.00008039634,0.00007975864,0.0003641224,0.00021392529,0.00016787685,0.000029482906,0.0007063578,0.0000031457926],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000346071,0.00036456276,0.010337252,0.0024962823,0.0001694469,0.00008389957,0.0049250186,0.0022241236,0.0009122883,0.000120190474,0.00013270584,0.97788817],"study_design_scores_gemma":[0.005711339,0.0034577013,0.031742316,0.0011131078,0.000095801865,0.0022794714,0.0049415976,0.94640404,0.0017273136,0.00022962302,0.002125392,0.00017232132],"about_ca_topic_score_codex":0.000014061999,"about_ca_topic_score_gemma":0.0000015147667,"teacher_disagreement_score":0.97771585,"about_ca_system_score_codex":0.00016275828,"about_ca_system_score_gemma":0.0005473363,"threshold_uncertainty_score":0.32784677},"labels":[],"label_agreement":null},{"id":"W3159702778","doi":"10.1016/j.chest.2020.11.072","title":"Could Atomoxetine-Oxybutynin, a Combination of Medications Being Explored for OSA Management, Have Any Effect on Sleep Bruxism or Jaw Muscle Tone?","year":2021,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Canadian Sleep & Circadian Network; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Oxybutynin; Atomoxetine; Obstructive sleep apnea; Oral appliance; Muscle tone; Placebo; Atomoxetine hydrochloride; Randomized controlled trial; Sleep medicine; Continuous positive airway pressure; Anesthesia; Internal medicine; Methylphenidate; Sleep disorder; Physical medicine and rehabilitation; Attention deficit hyperactivity disorder; Pharmacology","score_opus":0.03978692148089187,"score_gpt":0.3483398220743757,"score_spread":0.30855290059348384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159702778","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.101412944,0.0009606434,0.015622776,0.8524354,0.0038038203,0.007840095,0.00028488552,0.00018554518,0.017453874],"genre_scores_gemma":[0.7004208,0.0018926666,0.033251543,0.20693134,0.022357184,0.0032092514,0.008096437,0.0014788322,0.022361942],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99577266,0.00034631553,0.0008775143,0.00059542415,0.0016844234,0.00072365085],"domain_scores_gemma":[0.9963329,0.0010367018,0.00069733016,0.00069700845,0.0009429867,0.00029310165],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012683212,0.00046757533,0.0009773611,0.00086249004,0.0003029082,0.00010622718,0.00044547927,0.00065341237,0.00051762414],"category_scores_gemma":[0.0009726308,0.00038221176,0.00047914012,0.00042180187,0.00024859345,0.00014736284,0.00015137687,0.0031410034,0.00002475111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002060243,0.0015416947,0.0035868855,0.016726624,0.0069629005,0.010862184,0.0019436098,0.000007515109,0.012033376,0.0006598333,0.80534405,0.13827108],"study_design_scores_gemma":[0.034035325,0.006930966,0.02945674,0.006732189,0.0050490946,0.0021723285,0.0016364178,0.0010970635,0.04715847,0.0017415818,0.862531,0.0014587931],"about_ca_topic_score_codex":0.000009077098,"about_ca_topic_score_gemma":0.000004853381,"teacher_disagreement_score":0.64550406,"about_ca_system_score_codex":0.0005761393,"about_ca_system_score_gemma":0.00016036785,"threshold_uncertainty_score":0.99986297},"labels":[],"label_agreement":null},{"id":"W3159885997","doi":"10.1093/sleep/zsab072.430","title":"431 Outcome of Positive Airway Pressure Therapy Combined with Telemonitoring in Patients with Obstructive Sleep Apnea Syndrome","year":2021,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fondation de l'Hôpital Général de Montréal; McGill University Health Centre","keywords":"Epworth Sleepiness Scale; Medicine; Obstructive sleep apnea; Polysomnography; Positive airway pressure; Pittsburgh Sleep Quality Index; Body mass index; Continuous positive airway pressure; Internal medicine; Blood pressure; Physical therapy; Apnea–hypopnea index; Apnea; Sleep quality; Insomnia","score_opus":0.010559735753128246,"score_gpt":0.25917389568566834,"score_spread":0.2486141599325401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159885997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99643034,0.00025651226,0.0001384001,0.00016871856,0.0001934679,0.0013113192,0.00007521847,0.000044561886,0.0013814508],"genre_scores_gemma":[0.99809134,0.000004071069,0.0013859641,0.000040946277,0.00004509639,0.00006380205,0.000082085106,0.00008044498,0.00020622011],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970452,0.0001768765,0.00046136827,0.00062997465,0.0011049476,0.00058161304],"domain_scores_gemma":[0.9978447,0.00013117635,0.0001979025,0.0006431361,0.00097591453,0.0002071824],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001598998,0.000356428,0.0007964727,0.00028262925,0.000078698984,0.000025820755,0.00020107126,0.0001455158,0.0001580115],"category_scores_gemma":[0.00010134565,0.00026506843,0.000091304246,0.00090534246,0.00026967193,0.00024617885,0.00012017043,0.0006033651,0.00001222648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043573594,0.0009471448,0.9824127,0.00013496145,0.00080350455,0.00044596364,0.0007134253,0.00009155026,0.0009140185,0.00009582705,0.0000012711376,0.009082279],"study_design_scores_gemma":[0.01396762,0.0033253718,0.95989615,0.00014490067,0.00013893055,0.00005678928,0.00063249574,0.000111929105,0.021390066,0.000028400731,0.0000216742,0.00028567205],"about_ca_topic_score_codex":0.000100822996,"about_ca_topic_score_gemma":0.000033660835,"teacher_disagreement_score":0.022516545,"about_ca_system_score_codex":0.00018626175,"about_ca_system_score_gemma":0.000057272133,"threshold_uncertainty_score":0.99998015},"labels":[],"label_agreement":null},{"id":"W3159971272","doi":"10.1093/sleep/zsab072.562","title":"564 Patient Charactarestics With Normal to Mild Apnea Hypopnea Index Undergoing Polysomnography to Diagnose Obstructive Sleep Apnea","year":2021,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Apnea–hypopnea index; Referral; Triage; Medical diagnosis; Asthma; Pediatrics; Sleep apnea; Physical therapy; Emergency medicine; Apnea; Internal medicine","score_opus":0.013204414452056279,"score_gpt":0.26263121257664346,"score_spread":0.24942679812458718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159971272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97954416,0.0003984089,0.01086668,0.003012792,0.000768297,0.001746,0.00013535132,0.0001943602,0.003333929],"genre_scores_gemma":[0.9869235,0.000013733848,0.009238043,0.0026546246,0.00045218112,0.00028920572,0.00012373047,0.00016502828,0.00013992087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945754,0.00019329821,0.0006790892,0.0012979272,0.0017633964,0.001490903],"domain_scores_gemma":[0.99541885,0.00042090518,0.00017339428,0.001294549,0.001109696,0.0015826195],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002071975,0.0006525507,0.00081143907,0.000893341,0.00035828253,0.00015253043,0.00038838421,0.00024213624,0.0004916676],"category_scores_gemma":[0.0010515125,0.0006031963,0.0002774301,0.0028078572,0.00022972499,0.0003114631,0.00063187355,0.0009163433,0.0003598767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040207715,0.0019841935,0.70430404,0.0004451093,0.001739407,0.0042884653,0.007838805,0.0021026586,0.015441191,0.00085780787,0.0005990766,0.25637844],"study_design_scores_gemma":[0.01048625,0.006748477,0.8426896,0.000623827,0.0008646558,0.000939807,0.014334119,0.005489521,0.10529432,0.00030820325,0.009570479,0.002650789],"about_ca_topic_score_codex":0.00013940557,"about_ca_topic_score_gemma":0.0004533521,"teacher_disagreement_score":0.25372767,"about_ca_system_score_codex":0.00045272286,"about_ca_system_score_gemma":0.00020086116,"threshold_uncertainty_score":0.99964195},"labels":[],"label_agreement":null},{"id":"W3160164335","doi":"10.23736/s0026-4806.20.07254-7","title":"Neuropsychological and executive screening in obstructive sleep apnea: early effect of ventilatory therapy","year":2021,"lang":"en","type":"article","venue":"Minerva Medica","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Neuropsychology; Physical therapy; Psychosocial; Hospital Anxiety and Depression Scale; Obstructive sleep apnea; Quality of life (healthcare); Polysomnography; Anxiety; Neuropsychological assessment; Internal medicine; Psychiatry; Cognition; Apnea; Cognitive impairment","score_opus":0.02135434214395843,"score_gpt":0.30860702322620814,"score_spread":0.2872526810822497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160164335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944763,0.0022377854,0.0001412254,0.00046029958,0.00016331633,0.00039811252,0.0000061991077,0.000025078803,0.0020916723],"genre_scores_gemma":[0.99882156,0.0000760857,0.00071283337,0.00010959757,0.000105740706,0.000034433862,0.000010306708,0.00002680812,0.00010263278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787056,0.00032565763,0.00033092615,0.00049647596,0.0006119137,0.00036445053],"domain_scores_gemma":[0.9987803,0.00041442554,0.00008434561,0.00032957012,0.00015567639,0.00023566111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048309486,0.0001999316,0.0005732263,0.00018499332,0.000036773174,0.00001002477,0.0001162884,0.0001610807,0.0001843412],"category_scores_gemma":[0.0007642853,0.00015398164,0.00010900391,0.0005200737,0.0004973796,0.00007555192,0.00012637598,0.0005756728,0.000005922792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017060043,0.00017547511,0.6315731,0.00008891419,0.00017199527,0.0015740364,0.00067432405,6.3598605e-7,0.071533285,0.000033070104,0.000042505744,0.29242668],"study_design_scores_gemma":[0.005249664,0.001164074,0.96482927,0.000108449036,0.000039714338,0.00022640295,0.00024778838,0.00034598922,0.0272757,0.000031324802,0.00036489748,0.0001167548],"about_ca_topic_score_codex":0.00005756447,"about_ca_topic_score_gemma":0.000006854266,"teacher_disagreement_score":0.33325616,"about_ca_system_score_codex":0.000028430231,"about_ca_system_score_gemma":0.000028439981,"threshold_uncertainty_score":0.6279189},"labels":[],"label_agreement":null},{"id":"W3160615441","doi":"10.1136/bmjopen-2020-044499","title":"Apnoea–hypopnoea indices determined via continuous positive airway pressure (AHI-CPAP<sub>flow</sub>) versus those determined by polysomnography (AHI-PSG<sub>gold</sub>): a protocol for a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"BMJ Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Society for Exercise Physiology","funders":"","keywords":"Medicine; Continuous positive airway pressure; Polysomnography; Gold standard (test); Observational study; Breathing; Positive airway pressure; Sleep study; Sleep apnea; Anesthesia; Apnea; Internal medicine; Obstructive sleep apnea","score_opus":0.12736340067901258,"score_gpt":0.4592959572014229,"score_spread":0.3319325565224103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160615441","genre_codex":"review","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008111491,0.5319775,0.00018828355,0.00014050708,0.000058382724,0.46548775,0.0018789071,0.000078882884,0.00018171204],"genre_scores_gemma":[0.000034398072,0.15191546,0.0014676058,0.0003940596,0.00017998408,0.8434104,0.0016213661,0.00041764963,0.0005591265],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9826552,0.004941723,0.004820805,0.0033764807,0.0023999063,0.0018058411],"domain_scores_gemma":[0.9856035,0.0030163245,0.004769936,0.003957343,0.001464766,0.0011881124],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.005531401,0.0026714667,0.025868148,0.0017092358,0.0004913581,0.0010216102,0.0024838455,0.001221135,0.00022636581],"category_scores_gemma":[0.0029456532,0.0019219333,0.008431895,0.004244281,0.0005262225,0.00077728706,0.0020697964,0.0014515336,0.000057571233],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010428734,0.00053595955,0.000005719846,0.70477206,0.2564747,0.0004345917,0.0001532132,2.1966575e-7,0.0001754739,0.000007864923,0.0015599672,0.034837373],"study_design_scores_gemma":[0.00711213,0.0016999952,0.000004216073,0.11935484,0.85454106,0.0005212818,0.00008829172,0.00014707775,0.0012964313,0.000008514907,0.013140927,0.0020852203],"about_ca_topic_score_codex":0.000105436084,"about_ca_topic_score_gemma":0.00019495736,"teacher_disagreement_score":0.5980664,"about_ca_system_score_codex":0.00035563047,"about_ca_system_score_gemma":0.0009488303,"threshold_uncertainty_score":0.9986019},"labels":[],"label_agreement":null},{"id":"W3161149110","doi":"10.1111/jsr.13384","title":"Recruitment of patients with chronic kidney disease and obstructive sleep apnoea for a clinical trial","year":2021,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; Alberta Kidney Disease Network; Libin Cardiovascular Institute of Alberta; Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Kidney disease; Continuous positive airway pressure; Asymptomatic; Physical therapy; Positive airway pressure; Population; Informed consent; Randomized controlled trial; Clinical trial; Intensive care medicine; Internal medicine; Obstructive sleep apnea; Alternative medicine","score_opus":0.17948652945514743,"score_gpt":0.46398168823056224,"score_spread":0.2844951587754148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161149110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929732,0.0012591383,0.0002869343,0.0017769096,0.00038684497,0.0030613285,0.00012965509,0.00000513545,0.00012085044],"genre_scores_gemma":[0.9948618,0.0003456454,0.003347468,0.000053765067,0.0010577802,0.000110187706,0.000030491647,0.00005032103,0.00014257178],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9946895,0.0007410979,0.0011031693,0.00043662448,0.0024031317,0.0006264268],"domain_scores_gemma":[0.9903386,0.0013830467,0.00042342942,0.0004744512,0.005972078,0.0014083617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033078978,0.0001913516,0.00080922776,0.00048498978,0.00014389325,0.000051096395,0.0002482276,0.00014072112,0.00020319725],"category_scores_gemma":[0.007886958,0.00013702315,0.00032191304,0.0006310944,0.0007655398,0.00021956641,0.00023814768,0.0011977309,0.000003953467],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.44251353,0.005045258,0.34321365,0.0012084725,0.0034460437,0.00071184855,0.0005433553,0.000007347946,0.0012729873,0.00079906336,0.0009823636,0.2002561],"study_design_scores_gemma":[0.27666226,0.03159855,0.6760958,0.00071200385,0.00084360514,0.00008276169,0.000717785,0.00066053134,0.003441118,0.0012163416,0.007657703,0.00031151966],"about_ca_topic_score_codex":0.000005307977,"about_ca_topic_score_gemma":0.000007240414,"teacher_disagreement_score":0.33288217,"about_ca_system_score_codex":0.0006001436,"about_ca_system_score_gemma":0.001865784,"threshold_uncertainty_score":0.9441995},"labels":[],"label_agreement":null},{"id":"W3161836727","doi":"10.5664/jcsm.9420","title":"Polysomnography parameters as predictors of respiratory adverse events following adenotonsillectomy in children","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre hospitalier de l'Université Laval; Ottawa Hospital; Children's Hospital of Eastern Ontario; Université Laval; University of Ottawa","funders":"","keywords":"Polysomnography; Medicine; Inter-rater reliability; Confidence interval; Tonsillectomy; Apnea; Receiver operating characteristic; Sleep apnea; Obstructive sleep apnea; Anesthesia; Respiratory disturbance index; Pediatrics; Internal medicine; Rating scale","score_opus":0.04204576708351638,"score_gpt":0.39639366324515707,"score_spread":0.3543478961616407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161836727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99385023,0.0023303134,0.000063862564,0.001359754,0.0012857672,0.00040075614,0.0000036592053,0.000011530717,0.0006941513],"genre_scores_gemma":[0.9968405,0.00021882197,0.0011174193,0.00089498924,0.00084413326,0.000003872802,0.0000063330026,0.000036860376,0.000037113372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99308854,0.000787439,0.0033180667,0.00038197622,0.0019682362,0.00045576648],"domain_scores_gemma":[0.99538934,0.0015024566,0.0011339171,0.00051416626,0.0006986044,0.0007615379],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0042490056,0.00025442382,0.0018362248,0.00089579175,0.00004021378,0.0000027756287,0.00032408506,0.00029904573,0.00031395865],"category_scores_gemma":[0.016332276,0.00018843666,0.0010690581,0.0014605906,0.00046614098,0.00019163886,0.00011646608,0.001682186,0.000009311129],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012802808,0.0007598748,0.98320127,0.000042876516,0.001580322,0.0011307398,0.00014761137,0.000015239242,0.001804349,0.000010737627,0.0001733687,0.009853364],"study_design_scores_gemma":[0.018057026,0.0036241233,0.9729641,0.00090624945,0.0007355049,0.00034922635,0.0004739653,0.00002215114,0.002162012,0.0001590899,0.0004119375,0.00013460159],"about_ca_topic_score_codex":0.000036965797,"about_ca_topic_score_gemma":0.00000860424,"teacher_disagreement_score":0.016776746,"about_ca_system_score_codex":0.00011058468,"about_ca_system_score_gemma":0.00043527616,"threshold_uncertainty_score":0.99195355},"labels":[],"label_agreement":null},{"id":"W3162694811","doi":"10.1186/s12916-021-01973-y","title":"Associations of sleep apnoea with glaucoma and age-related macular degeneration: an analysis in the United Kingdom Biobank and the Canadian Longitudinal Study on Aging","year":2021,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; Northwest Regional Development Agency; Diabetes UK; Wellcome Trust; British Heart Foundation; Government of Canada","keywords":"Medicine; Hazard ratio; Glaucoma; Incidence (geometry); Biobank; Confidence interval; Macular degeneration; Sleep apnea; Proportional hazards model; Pediatrics; Sleep (system call); Ophthalmology; Internal medicine; Bioinformatics","score_opus":0.08888312611796247,"score_gpt":0.35811557422359813,"score_spread":0.2692324481056357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162694811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939835,0.00023870892,0.00016168102,0.0047049387,0.000025467598,0.0006221365,0.000008727749,0.000007979552,0.00024685275],"genre_scores_gemma":[0.99924207,0.000005414457,0.00015540191,0.000273321,0.0000660384,0.000021252066,0.00020568066,0.000011304633,0.000019499355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977599,0.0007535636,0.00031666423,0.0003029603,0.0006511919,0.00021574595],"domain_scores_gemma":[0.9985418,0.0004708869,0.000099311255,0.00043603464,0.0002968611,0.00015512851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001662886,0.00013624968,0.00044524117,0.0006638019,0.00024525262,0.00003419585,0.00010180733,0.000055879147,0.00005427939],"category_scores_gemma":[0.0006605324,0.00007021422,0.000033609664,0.0026854302,0.00045469013,0.000041903837,0.00002653388,0.0003163473,4.5851726e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009024834,0.00011208553,0.991919,0.000012639546,0.00059558876,0.0003144047,0.003920693,0.00006152369,0.000120357996,0.00270154,0.000005047252,0.00014689939],"study_design_scores_gemma":[0.0061923177,0.0004259095,0.9773999,0.000040336923,0.0015322086,0.00004662509,0.00552602,0.008653876,0.000057657377,0.00004661115,0.000011979552,0.00006660107],"about_ca_topic_score_codex":0.115501225,"about_ca_topic_score_gemma":0.66583025,"teacher_disagreement_score":0.550329,"about_ca_system_score_codex":0.00013182186,"about_ca_system_score_gemma":0.00011741092,"threshold_uncertainty_score":0.8903887},"labels":[],"label_agreement":null},{"id":"W3163296774","doi":"10.5664/jcsm.9358","title":"Long-term periodontal changes associated with oral appliance treatment of obstructive sleep apnea","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Dentistry; Obstructive sleep apnea; Crown (dentistry); Oral appliance; Anterior teeth; Periodontium; Cephalogram; Sleep apnea; Incisor; Orthodontics; Mandible (arthropod mouthpart); Cephalometry; Malocclusion; Overbite; Internal medicine","score_opus":0.08221518270059346,"score_gpt":0.40624362397501235,"score_spread":0.3240284412744189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163296774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896948,0.0026469494,0.00082073547,0.004630264,0.00088796596,0.00045135643,0.000017548466,0.0000188239,0.0008315646],"genre_scores_gemma":[0.99584794,0.00051383174,0.0011380148,0.0002692282,0.0017738316,0.000010722891,0.000037933398,0.000053281623,0.00035519653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950042,0.00044016424,0.0019076288,0.000452293,0.0016729365,0.0005228242],"domain_scores_gemma":[0.9934988,0.001362543,0.0016013654,0.00048452214,0.0022862542,0.0007665396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001326623,0.00037302737,0.0025655122,0.00022700247,0.000076494776,0.000013428728,0.00024099855,0.0002953714,0.00086127146],"category_scores_gemma":[0.0035780715,0.00022719253,0.00045461487,0.00069109787,0.001135931,0.00013407711,0.00006790878,0.0008369156,0.000008732695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041497536,0.0024053806,0.6995253,0.000097096396,0.0028454307,0.004161165,0.00051102426,0.0000052297487,0.0027908701,0.000041520383,0.000043975648,0.28342322],"study_design_scores_gemma":[0.023931688,0.01905105,0.94701385,0.00059127633,0.0015528582,0.0012801167,0.00087610475,0.00018694783,0.004760887,0.000043960037,0.0005057875,0.0002054761],"about_ca_topic_score_codex":0.000016873191,"about_ca_topic_score_gemma":0.00015348884,"teacher_disagreement_score":0.28321776,"about_ca_system_score_codex":0.00037294626,"about_ca_system_score_gemma":0.0002535274,"threshold_uncertainty_score":0.94303185},"labels":[],"label_agreement":null},{"id":"W3163454289","doi":"10.1007/s11325-021-02363-7","title":"Positive airway pressure therapy for chronic pain in patients with obstructive sleep apnea—a systematic review","year":2021,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Chronic pain; Continuous positive airway pressure; Positive airway pressure; MEDLINE; Systematic review; Physical therapy; Sleep apnea; Meta-analysis; Otorhinolaryngology; Internal medicine; Surgery","score_opus":0.01578028516304681,"score_gpt":0.2986001423490611,"score_spread":0.2828198571860143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163454289","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004977137,0.9827154,0.00037735375,0.000063391126,0.00011507394,0.016333379,0.00019738477,0.00004226809,0.000105970386],"genre_scores_gemma":[0.0003101542,0.99564093,0.0005419663,0.00016901,0.00017606062,0.0020907582,0.00079732965,0.00017416196,0.000099609846],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9951285,0.0011785795,0.0010925137,0.0011088399,0.0007660606,0.00072547654],"domain_scores_gemma":[0.99681574,0.00096290896,0.0006210994,0.00076505676,0.0005938617,0.00024132137],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014800585,0.0008405129,0.0048961677,0.000354832,0.0001713436,0.00009420786,0.0002788517,0.00040550827,0.000048065012],"category_scores_gemma":[0.00068748125,0.00054833305,0.000573257,0.0007050746,0.0001422548,0.00021113132,0.00014042103,0.00096016657,0.0000059584113],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047276106,0.00013214987,0.00009444929,0.5149047,0.0017132659,0.000046970756,0.00013744537,2.1192173e-7,1.1171405e-7,0.00003328664,0.0000071349086,0.482883],"study_design_scores_gemma":[0.0041352836,0.0019086314,0.00017019994,0.969144,0.009136321,0.00016061011,0.00011718659,0.00016332966,0.0000030308865,0.000010256906,0.014219007,0.0008321524],"about_ca_topic_score_codex":0.000020564996,"about_ca_topic_score_gemma":0.0000052380524,"teacher_disagreement_score":0.48205084,"about_ca_system_score_codex":0.0005736176,"about_ca_system_score_gemma":0.00020028936,"threshold_uncertainty_score":0.9996968},"labels":[],"label_agreement":null},{"id":"W3163459626","doi":"10.3390/diagnostics11050905","title":"Predicting Polysomnography Parameters from Anthropometric Features and Breathing Sounds Recorded during Wakefulness","year":2021,"lang":"en","type":"article","venue":"Diagnostics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Polysomnography; Medicine; Wakefulness; Obstructive sleep apnea; Apnea–hypopnea index; Anthropometry; Breathing; Arousal; Apnea; Correlation; Physical therapy; Audiology; Anesthesia; Internal medicine; Electroencephalography; Psychology; Mathematics","score_opus":0.01615492739511676,"score_gpt":0.28033293039807344,"score_spread":0.2641780030029567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163459626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931691,0.004788033,0.00028633216,0.00041215165,0.00048350316,0.00023836446,0.00009428172,0.000109568755,0.0004186552],"genre_scores_gemma":[0.99266595,0.0010500611,0.0056935246,0.000103667466,0.0002604898,0.000023688144,0.00010063533,0.00005042194,0.000051555005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807817,0.00010315602,0.00027770107,0.000536824,0.000529205,0.0004749189],"domain_scores_gemma":[0.996966,0.001983572,0.00008362619,0.00041947427,0.00025802382,0.00028929944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014384215,0.00022103968,0.00038991432,0.0004744893,0.00027294055,0.00014111669,0.000099078294,0.00016127531,0.000096870055],"category_scores_gemma":[0.0057104146,0.00021735305,0.000112731475,0.0013547887,0.00023535077,0.00013797187,0.00020240124,0.0005689557,0.0000077828545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077077544,0.00021144553,0.9737028,0.0001378895,0.00032496813,0.0013223263,0.0006438789,0.0000064676806,0.00469409,0.000036827332,0.00007528728,0.018766947],"study_design_scores_gemma":[0.0019274313,0.00014961044,0.90491194,0.00022740154,0.00025334195,0.0003821108,0.0020380155,0.00029349813,0.08919831,0.00032002688,0.000052402578,0.00024589457],"about_ca_topic_score_codex":0.0004207881,"about_ca_topic_score_gemma":0.00004585795,"teacher_disagreement_score":0.084504224,"about_ca_system_score_codex":0.00008488042,"about_ca_system_score_gemma":0.000044963468,"threshold_uncertainty_score":0.88634},"labels":[],"label_agreement":null},{"id":"W3163587730","doi":"10.1016/j.neulet.2021.135955","title":"Association of obstructive sleep apnea with cognitive decline and age among non-demented older adults","year":2021,"lang":"en","type":"article","venue":"Neuroscience Letters","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Cognitive decline; Dementia; Cognition; Recall; Medicine; Association (psychology); Affect (linguistics); Cohort; Audiology; Psychology; Effects of sleep deprivation on cognitive performance; Cohort study; Gerontology; Disease; Internal medicine; Psychiatry","score_opus":0.008810997563699723,"score_gpt":0.26161240755325205,"score_spread":0.2528014099895523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163587730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948407,0.000009405257,0.0017777554,0.0025561724,0.00012896842,0.00044336097,0.000019030262,0.00002022035,0.00020440745],"genre_scores_gemma":[0.99641114,0.000004652091,0.00039924006,0.003021952,0.000043200715,0.00002042254,0.000015695845,0.000018057068,0.000065646294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979547,0.00009259639,0.00020989418,0.0005315561,0.0008544004,0.00035680254],"domain_scores_gemma":[0.99895716,0.00017805923,0.00017296207,0.00017761679,0.00036752824,0.0001467015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000179498,0.0001462335,0.00026410524,0.00012977129,0.00009546729,0.000038582126,0.000091320704,0.000053976062,0.00002340458],"category_scores_gemma":[0.00080770644,0.00012643632,0.00004340436,0.0007012039,0.0005271534,0.00023175616,0.00012986783,0.0002935293,0.0000021656808],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017096593,0.000088461136,0.74255764,0.000049422924,0.000028586282,0.00036482068,0.0005090724,0.0000033996696,0.25283018,0.0000030403494,0.000019611594,0.0033747705],"study_design_scores_gemma":[0.0027686195,0.00019633185,0.9110446,0.00008120072,0.00007546675,0.000033757613,0.0005659681,0.0011556896,0.08396159,0.0000037272716,0.000010338422,0.00010269391],"about_ca_topic_score_codex":0.00003163761,"about_ca_topic_score_gemma":0.000028335366,"teacher_disagreement_score":0.1688686,"about_ca_system_score_codex":0.00008495233,"about_ca_system_score_gemma":0.000027709064,"threshold_uncertainty_score":0.51559234},"labels":[],"label_agreement":null},{"id":"W3164212696","doi":"10.20452/pamw.16014","title":"Serum matrix metalloproteinase-9 activity in obstructive sleep apnea","year":2021,"lang":"en","type":"letter","venue":"Polskie Archiwum Medycyny Wewnętrznej","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Sleep & Circadian Network; University of Saskatchewan","funders":"","keywords":"Obstructive sleep apnea; Matrix metalloproteinase 9; Matrix metalloproteinase; Medicine; Sleep apnea; Internal medicine; Metalloproteinase; Matrix (chemical analysis); Chemistry; Chromatography","score_opus":0.026185018133814617,"score_gpt":0.30813397792320446,"score_spread":0.28194895978938983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164212696","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11284369,0.0034358592,0.0014710976,0.8298757,0.0032203165,0.008279602,0.0013922531,0.0007478016,0.03873367],"genre_scores_gemma":[0.6735073,0.0003811173,0.029600177,0.24220723,0.0189917,0.0031615838,0.003840008,0.0022237406,0.02608714],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98715556,0.0015842752,0.0014036464,0.0030244594,0.0034883376,0.0033437402],"domain_scores_gemma":[0.99373347,0.0010672752,0.0006508384,0.003120265,0.0006360749,0.0007920777],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0010585438,0.0018219493,0.0032515482,0.002251958,0.00029510178,0.00022115422,0.0013109088,0.0021850462,0.0021073963],"category_scores_gemma":[0.0015258162,0.0017964713,0.0012888953,0.002148318,0.0010158434,0.0005083946,0.0013969742,0.012817087,0.00075134047],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046799844,0.004065301,0.021246921,0.016349342,0.0128180245,0.1602571,0.0044395234,0.00005097052,0.1166255,0.0027949465,0.1910715,0.46560088],"study_design_scores_gemma":[0.011690104,0.0012347226,0.07548725,0.0014755061,0.0016587677,0.0030156614,0.00074953394,0.0013795751,0.045458384,0.0061626057,0.8470865,0.0046013887],"about_ca_topic_score_codex":0.0009613332,"about_ca_topic_score_gemma":0.00023899594,"teacher_disagreement_score":0.656015,"about_ca_system_score_codex":0.0016396279,"about_ca_system_score_gemma":0.0007964405,"threshold_uncertainty_score":0.99945253},"labels":[],"label_agreement":null},{"id":"W3164391528","doi":"10.1007/978-3-030-76066-3_3","title":"Intraoral Monitoring of Photoplethysmogram Signal to Estimate Cardiorespiratory Parameters","year":2021,"lang":"en","type":"book-chapter","venue":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Photoplethysmogram; Cardiorespiratory fitness; Heart rate; Breathing; Medicine; Oxygen saturation; SIGNAL (programming language); Respiratory rate; Apnea; Biomedical engineering; Ventilation (architecture); Cardiology; Blood pressure; Anesthesia; Internal medicine; Computer science; Telecommunications; Oxygen; Chemistry; Engineering","score_opus":0.035978927927140456,"score_gpt":0.30679419651974943,"score_spread":0.27081526859260896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164391528","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049112227,0.00083212287,0.9456705,0.00056313747,0.00075430406,0.0015752158,0.00013109903,0.00005632881,0.0013050829],"genre_scores_gemma":[0.107840054,0.000023798699,0.8918997,0.000046188117,0.0001101464,0.00002432993,0.000021777547,0.00001930281,0.000014677058],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99880683,0.000009555773,0.00050789386,0.00012243113,0.00034422652,0.00020906949],"domain_scores_gemma":[0.9987458,0.0002167303,0.00023188356,0.00041868855,0.00030925006,0.00007767511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028909434,0.0002028384,0.00046902263,0.00022864595,0.00028712323,0.000060389582,0.00056689867,0.00015576916,0.0000013414597],"category_scores_gemma":[0.00010147662,0.00016853008,0.000231772,0.00022680665,0.00043755572,0.00009850272,0.000469049,0.00041529225,2.2293763e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013919415,0.000027227134,0.00026819485,0.0008785334,0.00040330485,7.058587e-7,0.0015512337,0.9096435,0.0007312654,0.0042690625,0.000011194265,0.08220191],"study_design_scores_gemma":[0.0025312102,0.0015189609,0.004824436,0.004443793,0.0011357021,0.00012590112,0.00012196826,0.90830815,0.043259572,0.0007569937,0.031178566,0.0017947551],"about_ca_topic_score_codex":0.000023900358,"about_ca_topic_score_gemma":0.000010912021,"teacher_disagreement_score":0.08040716,"about_ca_system_score_codex":0.00009005671,"about_ca_system_score_gemma":0.00015737183,"threshold_uncertainty_score":0.6872457},"labels":[],"label_agreement":null},{"id":"W3164635161","doi":"10.1249/mss.0000000000002716","title":"Muscle Metaboreflex Control of Sympathetic Activity Is Preserved after Acute Intermittent Hypercapnic Hypoxia","year":2021,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Isometric exercise; Internal medicine; Blood pressure; Heart rate; Microneurography; Cardiology; Hypoxia (environmental); Mean arterial pressure; Endocrinology; Baroreflex","score_opus":0.01958021475055489,"score_gpt":0.3098343696511179,"score_spread":0.290254154900563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164635161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941883,0.00056276476,0.00018465368,0.002438458,0.0004835086,0.000948733,0.000018169625,0.000036953854,0.0011384797],"genre_scores_gemma":[0.99818987,0.00029655572,0.00041147036,0.00037324493,0.00009256399,0.00013424768,0.000005018385,0.000034346627,0.00046270003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99481446,0.0000813545,0.00072767364,0.0010135589,0.002486708,0.0008762601],"domain_scores_gemma":[0.99688864,0.00010494495,0.0002121126,0.0013560922,0.0009071127,0.00053110224],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001926543,0.00033610134,0.0011822799,0.00070712384,0.00008960649,0.00002301653,0.00053681264,0.00010970636,0.0022536519],"category_scores_gemma":[0.00057810557,0.0002531971,0.00019253598,0.0023600126,0.0023411084,0.00047424022,0.00032159148,0.00054604735,0.00002100886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006667557,0.0008333501,0.5551883,0.00018366685,0.000013522202,0.0027921356,0.0024750454,0.0000036213526,0.19887933,0.00000953586,0.000060841605,0.23889393],"study_design_scores_gemma":[0.0031101343,0.00028679872,0.979979,0.00062609493,0.00037786333,0.00010263514,0.00084006094,0.0012155997,0.012812324,0.00014991719,0.00029332595,0.00020624159],"about_ca_topic_score_codex":0.00019105064,"about_ca_topic_score_gemma":0.000025836263,"teacher_disagreement_score":0.42479074,"about_ca_system_score_codex":0.00026356473,"about_ca_system_score_gemma":0.00049110275,"threshold_uncertainty_score":0.999992},"labels":[],"label_agreement":null},{"id":"W3164892035","doi":"10.1016/j.ijcha.2021.100783","title":"Obstructive respiratory events during procedural sedation and analgesia: Another WHY to routinely screen for sleep apnea before catheter ablation of atrial fibrillation","year":2021,"lang":"en","type":"article","venue":"IJC Heart & Vasculature","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Sedation; Atrial fibrillation; Obstructive sleep apnea; Anesthesia; Apnea; Sleep apnea; Airway; Catheter ablation; Ablation; Central sleep apnea; Catheter; Cardiology; Polysomnography; Surgery","score_opus":0.018754356027072674,"score_gpt":0.2957535634681604,"score_spread":0.27699920744108775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164892035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99514025,0.00044870932,0.0012992305,0.0013331267,0.00012111695,0.0015118778,0.000060358176,0.0000360709,0.000049267353],"genre_scores_gemma":[0.9936658,0.0000024628296,0.0049605956,0.00024420323,0.00084460684,0.000019280458,0.0001316903,0.000051648425,0.000079690784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816036,0.00011251744,0.00036808115,0.0005032719,0.0005375134,0.00031827184],"domain_scores_gemma":[0.998588,0.00005372424,0.000111228204,0.00033884123,0.00076211203,0.00014607841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028671214,0.00020076722,0.00039956355,0.0002101972,0.00013684777,0.000026381102,0.000050376028,0.0002498378,0.00005267601],"category_scores_gemma":[0.00047226285,0.00018712216,0.00028164318,0.0004609433,0.00005099381,0.00026201288,0.00006791148,0.00021443237,0.0000051344423],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032493796,0.00010729386,0.62880516,0.001282542,0.0013402418,0.000018544508,0.0037698518,0.0011573685,0.33355546,0.0002553059,0.00027858812,0.026180273],"study_design_scores_gemma":[0.0033346307,0.00035909552,0.96183133,0.00009679371,0.00018339958,0.000055833705,0.00015857423,0.0012712064,0.03034583,0.00019414545,0.0019918554,0.00017732865],"about_ca_topic_score_codex":0.000028172186,"about_ca_topic_score_gemma":0.000048455888,"teacher_disagreement_score":0.33302617,"about_ca_system_score_codex":0.00016225762,"about_ca_system_score_gemma":0.000071807,"threshold_uncertainty_score":0.76306206},"labels":[],"label_agreement":null},{"id":"W3165505425","doi":"10.3390/brainsci11060706","title":"Obstructive Sleep Apnea and Cognitive Decline: A Review of Potential Vulnerability and Protective Factors","year":2021,"lang":"en","type":"review","venue":"Brain Sciences","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Canadian Sleep & Circadian Network; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Cognitive decline; Medicine; Dementia; Obesity; Risk factor; Cognition; Diabetes mellitus; Gerontology; Internal medicine; Psychiatry; Disease; Endocrinology","score_opus":0.06356615741220117,"score_gpt":0.4040372592379898,"score_spread":0.3404711018257886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165505425","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027832277,0.99223304,0.00021557414,0.00030181312,0.00012860025,0.0037455235,0.00018647176,0.000020288137,0.00038546528],"genre_scores_gemma":[0.0033788274,0.9954898,0.0006417772,0.000104000304,0.00009193477,0.00018811204,0.000050004397,0.000028139655,0.00002742761],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9952831,0.0010878806,0.00080847647,0.0012641057,0.0011132827,0.000443152],"domain_scores_gemma":[0.995992,0.0020876944,0.00055652537,0.00031851535,0.0007577797,0.000287505],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00230002,0.00048686838,0.0027053813,0.00033391305,0.00025654316,0.00006729904,0.00026470877,0.0002494074,0.00014341905],"category_scores_gemma":[0.011575272,0.0003307331,0.0003886922,0.0014932965,0.003611349,0.0002038642,0.00063212006,0.00073100056,0.0000025175507],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013682756,0.00006537504,0.0005727753,0.073566556,0.000279451,0.000030136105,0.00014096327,1.3833195e-8,0.00000717874,0.0001030277,0.000007173309,0.92521363],"study_design_scores_gemma":[0.0053733056,0.005690763,0.04750072,0.74928766,0.015203564,0.004545434,0.010476969,0.00024262584,0.0005654838,0.0026006582,0.15432292,0.0041898857],"about_ca_topic_score_codex":0.000055045595,"about_ca_topic_score_gemma":0.0000063436732,"teacher_disagreement_score":0.9210238,"about_ca_system_score_codex":0.000088009845,"about_ca_system_score_gemma":0.0005361712,"threshold_uncertainty_score":0.99991447},"labels":[],"label_agreement":null},{"id":"W3165724049","doi":"10.1002/lary.29625","title":"Risks and Benefits of Adenotonsillectomy in Children With Cerebral Palsy With Obstructive Sleep Apnea: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Cerebral palsy; Adenoidectomy; Tonsillectomy; Perioperative; Hypopnea; Population; Odds ratio; MEDLINE; Pediatrics; Intensive care medicine; Physical therapy; Polysomnography; Apnea; Anesthesia; Internal medicine","score_opus":0.039725415187475695,"score_gpt":0.3215470455752655,"score_spread":0.2818216303877898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165724049","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003757636,0.98401177,0.0000072112202,0.00009070992,0.000022554552,0.011653374,0.00009927484,0.000028834314,0.00032865215],"genre_scores_gemma":[0.0013575355,0.996739,0.0003587362,0.00008628197,0.000063131774,0.0010469998,0.00013552017,0.00014835552,0.00006449007],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9953884,0.0011397391,0.0011230598,0.0008195983,0.00094216154,0.00058706466],"domain_scores_gemma":[0.9967719,0.00048433465,0.00083539495,0.001351333,0.00035649206,0.00020059236],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00084479543,0.00076765986,0.0062562996,0.0003392046,0.00009557525,0.00004139855,0.00047641993,0.00024825503,0.00007896566],"category_scores_gemma":[0.0004359802,0.00037292935,0.00029487122,0.0018903464,0.0004797594,0.000108616805,0.0003219259,0.0012991079,0.00001867219],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006286629,0.00013246223,0.0044996575,0.93888175,0.003836409,0.000074306234,0.00016885737,8.304774e-7,2.0027996e-7,0.00016889603,0.000011431793,0.052162305],"study_design_scores_gemma":[0.0018668439,0.0006220956,0.006791637,0.96920913,0.015625516,0.004493187,0.000110397275,0.000005905404,0.000009652097,0.000005319173,0.0007013792,0.0005589302],"about_ca_topic_score_codex":0.00017498372,"about_ca_topic_score_gemma":0.00006564668,"teacher_disagreement_score":0.051603373,"about_ca_system_score_codex":0.00019025928,"about_ca_system_score_gemma":0.00031125208,"threshold_uncertainty_score":0.99987227},"labels":[],"label_agreement":null},{"id":"W3165850135","doi":"10.3389/fphys.2021.678630","title":"Comparison of Cortical Autonomic Network-Linked Sympathetic Excitation by Mueller Maneuvers and Breath-Holds in Subjects With and Without Obstructive Sleep Apnea","year":2021,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Dalhousie University; Toronto General Hospital; University of Toronto; University Health Network; Western University; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; University of Toronto; University Health Network; Heart and Stroke Foundation of Canada","keywords":"Medicine; Obstructive sleep apnea; Blood pressure; Cardiology; Apnea; Microneurography; Internal medicine; Heart rate; Autonomic nervous system; Efferent; Sleep apnea; Anesthesia; Baroreflex; Afferent","score_opus":0.013481974745608008,"score_gpt":0.28404109426006946,"score_spread":0.27055911951446143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165850135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99713206,0.0010124064,0.0009921622,0.000105987434,0.00021380188,0.00038425514,0.000007008546,0.000012323275,0.00014000917],"genre_scores_gemma":[0.99522513,0.000046622114,0.004526869,0.000039892206,0.000030955143,0.000027810856,0.000051681,0.000024887653,0.000026154956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983867,0.00026496098,0.00033445982,0.00048298028,0.0001499161,0.00038101422],"domain_scores_gemma":[0.9993798,0.000108042936,0.00010364315,0.00021190997,0.00008712889,0.000109452296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013045337,0.0001823141,0.000736558,0.000156278,0.000037979273,0.0000074644986,0.00006097142,0.00017291421,0.000011788377],"category_scores_gemma":[0.00006690085,0.00016742788,0.00002913948,0.00029051857,0.0006050213,0.00007656821,0.000075690725,0.00042874648,9.0928563e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011869533,0.00018463684,0.9540671,0.000099721365,0.00013509487,0.000025578656,0.0017600975,0.00031970037,0.037658207,0.00013833461,0.00009989363,0.0043246425],"study_design_scores_gemma":[0.004024791,0.0005116371,0.94720453,0.00005748101,0.00006339604,0.000034796143,0.0034850596,0.041525133,0.0019451041,0.0009712142,0.000023148168,0.00015367808],"about_ca_topic_score_codex":0.00004540812,"about_ca_topic_score_gemma":0.000041281837,"teacher_disagreement_score":0.041205436,"about_ca_system_score_codex":0.00012159097,"about_ca_system_score_gemma":0.00004508336,"threshold_uncertainty_score":0.68275106},"labels":[],"label_agreement":null},{"id":"W3167158624","doi":"10.2196/30500","title":"Muscular Assessment in Patients With Severe Obstructive Sleep Apnea Syndrome: Protocol for a Case-Control Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Epworth Sleepiness Scale; Physical therapy; Airway; Concordance; Hypopnea; Polysomnography; Muscle tone; Protocol (science); Oral appliance; Sample size determination; Apnea; Physical medicine and rehabilitation; Internal medicine; Anesthesia; Alternative medicine","score_opus":0.08894571540815098,"score_gpt":0.48955008809783124,"score_spread":0.40060437268968024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167158624","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08812729,3.8640061e-7,0.000314363,0.00019655946,0.0000059319523,0.9104862,0.00010397798,0.00006498052,0.00070029305],"genre_scores_gemma":[0.25148925,3.6133638e-9,0.0020597957,0.000021595753,0.00005849888,0.7460617,0.000018826304,0.00010617305,0.00018417664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99090666,0.0019447032,0.0007740825,0.0014565325,0.0032537288,0.0016642899],"domain_scores_gemma":[0.9931965,0.0006941919,0.00016176999,0.0014825035,0.0038896503,0.00057541206],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026711347,0.0004708269,0.0009248356,0.00074460544,0.00042223372,0.00024794778,0.00041934327,0.00023832303,0.00063101086],"category_scores_gemma":[0.0008109099,0.0003703994,0.00018565747,0.0019937432,0.00033022562,0.0004230985,0.00042437203,0.0020894203,0.000032257514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013189342,0.016924461,0.9234333,0.0026481852,0.0006546753,0.018794429,0.00064818293,0.000024776604,0.00019352647,0.00013608587,0.00014276947,0.023210289],"study_design_scores_gemma":[0.09994287,0.020586323,0.87024015,0.0010717962,0.000025546344,0.0010884458,0.0025502625,0.0006480065,0.00024717243,0.00016413331,0.0029755344,0.0004597558],"about_ca_topic_score_codex":0.000049088394,"about_ca_topic_score_gemma":0.0001356244,"teacher_disagreement_score":0.16442454,"about_ca_system_score_codex":0.0013061734,"about_ca_system_score_gemma":0.0009347524,"threshold_uncertainty_score":0.9998748},"labels":[],"label_agreement":null},{"id":"W3167461116","doi":"10.1096/fasebj.2021.35.s1.01948","title":"The Influence of OSA Severity on Muscle Sympathetic Nerve Activity: A Systematic Review and Meta‐Analysis","year":2021,"lang":"en","type":"review","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Microneurography; Obstructive sleep apnea; Meta-analysis; Overweight; Internal medicine; Population; Cardiology; Physical therapy; Obesity; Heart rate; Blood pressure; Baroreflex","score_opus":0.06316197990938342,"score_gpt":0.36497445333482814,"score_spread":0.3018124734254447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167461116","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009830326,0.99635947,0.000011798563,0.0005552882,0.000027500557,0.0019566577,0.00004751066,0.0000071041836,0.000051624207],"genre_scores_gemma":[0.004628802,0.99488187,0.000017531347,0.00009916047,0.000037948554,0.00012425215,0.0000040181735,0.000033270968,0.00017316849],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9936098,0.0036088966,0.0010155361,0.0003114009,0.0010977027,0.00035670632],"domain_scores_gemma":[0.9948029,0.0019393433,0.0012936615,0.0012775622,0.00046606525,0.000220457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004590031,0.00041341412,0.0062465877,0.0002384586,0.00034584192,0.0001117184,0.0005540976,0.0001241402,0.000096547745],"category_scores_gemma":[0.0013357173,0.00016563706,0.002916045,0.0013160378,0.0003157066,0.000074525764,0.0002218336,0.0016422315,0.000015541313],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000797191,0.00009828387,0.0000016045012,0.76419,0.2086508,0.00020003995,0.00007875584,0.0000037170544,0.000020942784,0.000062373496,0.00000994476,0.026675519],"study_design_scores_gemma":[0.00012188708,0.000108764514,0.000022799964,0.085827775,0.91074044,0.0015842211,0.000061856736,0.000010278456,0.000021156275,0.000017278859,0.0013237096,0.00015981548],"about_ca_topic_score_codex":0.000018003993,"about_ca_topic_score_gemma":0.0000056169797,"teacher_disagreement_score":0.70208967,"about_ca_system_score_codex":0.0001782909,"about_ca_system_score_gemma":0.00025637398,"threshold_uncertainty_score":0.713477},"labels":[],"label_agreement":null},{"id":"W3168795928","doi":"10.3760/cma.j.cn112137-20210202-00321","title":"[Feasibility study of telemedicine model for diagnosis and treatment of patients with obstructive sleep apnea hypopnea syndrome in China].","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Epworth Sleepiness Scale; Hypopnea; Continuous positive airway pressure; Apnea–hypopnea index; Positive airway pressure; Apnea; Physical therapy; Anesthesia; Polysomnography","score_opus":0.03765231320330647,"score_gpt":0.2822572545873699,"score_spread":0.2446049413840634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168795928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99207443,0.00017062982,0.00010483778,0.000120954464,0.000039347673,0.007271661,0.0001525168,0.00001008863,0.000055538585],"genre_scores_gemma":[0.9948673,0.000013582217,0.0005812167,0.0000060802113,0.000013280436,0.004416749,0.000045327957,0.000027025812,0.000029395367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980667,0.00008511253,0.0004609071,0.000504,0.0005049173,0.00037833338],"domain_scores_gemma":[0.9985886,0.00020885972,0.00014889376,0.0004446129,0.00042183857,0.00018715099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020798514,0.00020268423,0.0007612541,0.00020852065,0.000031505857,0.0000048880997,0.00006799167,0.00006191475,0.000009572213],"category_scores_gemma":[0.0004296868,0.00014875302,0.00006224451,0.00043504895,0.00018345004,0.00008750256,0.00006121561,0.000095753196,1.0193063e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015058585,0.007200776,0.88159406,0.00015898363,0.00034064736,0.00003579415,0.0014965371,0.000056211935,0.000009702162,0.00001112436,6.4708706e-7,0.107589655],"study_design_scores_gemma":[0.02020759,0.0026576722,0.97224486,0.0000147432565,0.00025985044,0.000008506581,0.0010078858,0.0025177188,0.00087773363,0.00009527492,0.0000016451665,0.00010653674],"about_ca_topic_score_codex":0.000121349745,"about_ca_topic_score_gemma":0.00023818835,"teacher_disagreement_score":0.10748312,"about_ca_system_score_codex":0.00027983016,"about_ca_system_score_gemma":0.000033399945,"threshold_uncertainty_score":0.60659724},"labels":[],"label_agreement":null},{"id":"W3169983773","doi":"10.1016/j.sleep.2021.05.043","title":"Comorbid Insomnia and Sleep Apnea: mechanisms and implications of an underrecognized and misinterpreted sleep disorder","year":2021,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Insomnia; Sleep apnea; Sleep (system call); Sleep disorder; Excessive daytime sleepiness; Central sleep apnea; Medicine; Psychiatry; Psychology; Polysomnography; Apnea; Clinical psychology; Internal medicine","score_opus":0.040862320767174706,"score_gpt":0.36734916619903246,"score_spread":0.32648684543185774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169983773","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018970902,0.99016696,0.0031419562,0.001173787,0.00028595072,0.002420266,0.00022128048,0.00007255784,0.0006201764],"genre_scores_gemma":[0.009605154,0.9856525,0.0027040208,0.00022624168,0.00024786536,0.0002051702,0.0010510107,0.00018758616,0.00012047259],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956099,0.0004923523,0.0012823609,0.0013067913,0.0006929665,0.00061564555],"domain_scores_gemma":[0.9962659,0.00075761956,0.00052556227,0.0011132343,0.00049135543,0.00084632414],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007580402,0.00082241296,0.0037977807,0.0007864772,0.00018037345,0.000040800915,0.0002849912,0.00056591607,0.00040641314],"category_scores_gemma":[0.0009102453,0.0006305085,0.00020409099,0.0008978919,0.0011985895,0.00015545728,0.00047703888,0.0010108094,0.000005953327],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007077189,0.00021272658,0.00017662108,0.009267074,0.0010955279,0.00006184952,0.00034074957,7.276365e-8,0.0001942913,0.00092469284,0.000056666162,0.98759896],"study_design_scores_gemma":[0.053939294,0.013861187,0.010770906,0.07191743,0.058531582,0.015442523,0.00847015,0.009417652,0.00029180292,0.008411216,0.74299,0.005956267],"about_ca_topic_score_codex":0.00017613232,"about_ca_topic_score_gemma":0.00009891068,"teacher_disagreement_score":0.98164266,"about_ca_system_score_codex":0.00012718275,"about_ca_system_score_gemma":0.00009899961,"threshold_uncertainty_score":0.9996146},"labels":[],"label_agreement":null},{"id":"W3170529787","doi":"10.1093/sleepadvances/zpab008","title":"Physiological correlates of the Epworth Sleepiness Scale reveal different dimensions of daytime sleepiness","year":2021,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Case Western Reserve University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Arizona; University of Minnesota; University of Washington; Boston University; New York University; University of California","keywords":"Epworth Sleepiness Scale; Excessive daytime sleepiness; Daytime; Psychology; Clinical psychology; Sleep disorder; Polysomnography; Cognition; Psychiatry","score_opus":0.016692797093828742,"score_gpt":0.28988708824633047,"score_spread":0.2731942911525017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170529787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99377924,0.0034151769,0.00027146292,0.00055041077,0.00065941387,0.00047237525,0.00006671317,0.0000345703,0.00075063866],"genre_scores_gemma":[0.9984503,0.00025608664,0.0007106136,0.00006174734,0.00011229131,0.00003276656,0.000046731173,0.000027518145,0.00030194444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99753875,0.00022541554,0.00058453565,0.00048751186,0.00074274227,0.00042103423],"domain_scores_gemma":[0.99782467,0.0002839368,0.00028057242,0.00080551044,0.0006501224,0.00015517295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014267155,0.00025821495,0.00077753264,0.00008356016,0.00012704183,0.000007028574,0.00031799034,0.00012292218,0.00033851818],"category_scores_gemma":[0.00057718175,0.0001405738,0.000322753,0.0007630545,0.0007218357,0.00012740561,0.0004612515,0.00040383285,0.000014234822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004433206,0.001623277,0.54438084,0.00059891125,0.00043761,0.00005061903,0.0002608739,0.00056865765,0.40738988,0.0010491757,0.00008452385,0.043112297],"study_design_scores_gemma":[0.0017894,0.00027811938,0.713958,0.00031644202,0.00022612124,0.000048680256,0.00040363794,0.0009951798,0.28006664,0.001288954,0.00041597293,0.00021279883],"about_ca_topic_score_codex":0.000009354626,"about_ca_topic_score_gemma":0.00001805582,"teacher_disagreement_score":0.16957718,"about_ca_system_score_codex":0.000058249454,"about_ca_system_score_gemma":0.000047151472,"threshold_uncertainty_score":0.5732433},"labels":[],"label_agreement":null},{"id":"W3171725909","doi":"10.1096/fasebj.2021.35.s1.03300","title":"Cerebrovascular Responses During Voluntary Breath Holding are Larger than Rebreathing","year":2021,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia; Mount Royal University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Blood pressure; Anesthesia; Transcranial Doppler; Cerebral blood flow; Cardiology; Medicine; Arterial blood; Middle cerebral artery; Internal medicine; Ischemia","score_opus":0.02339463509199012,"score_gpt":0.28338704485620114,"score_spread":0.259992409764211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171725909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938626,0.0015919616,0.0001971568,0.003181404,0.00029997202,0.0001523974,0.000012446388,0.00004733017,0.00065471453],"genre_scores_gemma":[0.9957324,0.00017268896,0.000663464,0.0002587662,0.0010004013,0.000004513375,0.000005874737,0.00005303344,0.0021088037],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9973068,0.0005304469,0.0003259436,0.0002959918,0.0009444969,0.00059630285],"domain_scores_gemma":[0.9983397,0.00020728986,0.000145324,0.0006136387,0.00038640076,0.00030764303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012996673,0.00020088082,0.00034269702,0.00020374006,0.0008056284,0.00017758601,0.0002505565,0.0000868722,0.0008354814],"category_scores_gemma":[0.0007598674,0.00013601477,0.000348449,0.000398181,0.00012254242,0.00023627399,0.00022267416,0.0013481781,0.00007385193],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005220922,0.00011048185,0.42207798,0.00007826445,0.00066104275,0.0062532164,0.0010465834,0.000024600933,0.5675094,0.000040254312,0.0001597417,0.0015163297],"study_design_scores_gemma":[0.002126766,0.00006493896,0.6019154,0.00036823397,0.00022628301,0.030196102,0.0038987636,0.00016552248,0.3604567,0.00011826234,0.000292267,0.0001707542],"about_ca_topic_score_codex":0.000032095333,"about_ca_topic_score_gemma":0.000012663069,"teacher_disagreement_score":0.2070527,"about_ca_system_score_codex":0.0003230847,"about_ca_system_score_gemma":0.00016477185,"threshold_uncertainty_score":0.91479355},"labels":[],"label_agreement":null},{"id":"W3171816580","doi":"10.1136/bmjresp-2020-000656","title":"Sudden death in individuals with obstructive sleep apnoea: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"BMJ Open Respiratory Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Observational study; Relative risk; Cochrane Library; Systematic review; MEDLINE; Internal medicine; Publication bias; Confidence interval","score_opus":0.4352185333624043,"score_gpt":0.5390931342136268,"score_spread":0.10387460085122252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171816580","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013456288,0.9404872,0.0000074135182,0.00027482695,0.000013954117,0.055962197,0.0002825305,0.000025702444,0.0029327376],"genre_scores_gemma":[0.000023250972,0.96053225,0.0007481438,0.0004035391,0.0000662899,0.03586435,0.00020017069,0.00024238507,0.0019196203],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.971941,0.01585704,0.0030779303,0.0027061906,0.0047741057,0.0016437591],"domain_scores_gemma":[0.9878778,0.003420726,0.0010783924,0.004259076,0.0024298236,0.0009341809],"candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.026093513,0.0012189731,0.024726234,0.0040815277,0.0003370332,0.0008537274,0.0024574327,0.0007015707,0.0019944613],"category_scores_gemma":[0.0064240224,0.00075774675,0.0022630284,0.012282617,0.00069417217,0.00046990198,0.0038527453,0.003935355,0.00021310178],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028699116,0.00019128529,0.00057481,0.75219524,0.24062677,0.0017576076,0.00007343335,2.9458752e-7,1.19035235e-7,0.00033234237,0.00014633761,0.0040730354],"study_design_scores_gemma":[0.0010157025,0.00051202637,0.0002118056,0.12543654,0.81526244,0.0005128142,0.0003770248,0.000003244517,0.0000019316244,0.000021487189,0.05570454,0.0009404709],"about_ca_topic_score_codex":0.0002613518,"about_ca_topic_score_gemma":0.00027097654,"teacher_disagreement_score":0.62675875,"about_ca_system_score_codex":0.0010462594,"about_ca_system_score_gemma":0.0025232,"threshold_uncertainty_score":0.99948734},"labels":[],"label_agreement":null},{"id":"W3171820798","doi":"10.1007/s11325-021-02409-w","title":"The impact of the COVID-19 pandemic on positive airway pressure usage in children with sleep-disordered breathing","year":2021,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Sickkids Research Institute; Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Positive airway pressure; Sleep disordered breathing; Cohort; Cohort study; Pediatrics; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Internal medicine","score_opus":0.015808932752942827,"score_gpt":0.3031305367482977,"score_spread":0.2873216039953549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171820798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994741,0.0012766839,0.00011603855,0.0012924708,0.000037948947,0.00076034496,0.000059282214,0.000029501945,0.0016867234],"genre_scores_gemma":[0.99928343,0.00007362824,0.00007561815,0.000249948,0.00006116934,0.000017823115,0.000017841001,0.000030884643,0.0001896706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979678,0.00036485144,0.00026381004,0.00043300138,0.0005285806,0.00044198125],"domain_scores_gemma":[0.9985329,0.00049395545,0.00012469312,0.0005133044,0.00013504112,0.00020010192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006145553,0.00024036033,0.00034720232,0.000097160875,0.00041761386,0.00007433428,0.0002070982,0.00012300888,0.000056875615],"category_scores_gemma":[0.0005276426,0.00012065886,0.0001530099,0.00044828848,0.00030133614,0.00010653851,0.00019871269,0.00074961653,0.000002012912],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063339114,0.00017246904,0.9740889,0.000045097284,0.0007893346,0.000077140365,0.0031971233,0.0005132258,0.0024729758,0.000109026165,0.000019615776,0.01788171],"study_design_scores_gemma":[0.0042361827,0.00057794084,0.98785603,0.00019941835,0.00023003912,0.0017412122,0.0010305194,0.0020162698,0.0016559691,0.0002136895,0.000046956247,0.00019576414],"about_ca_topic_score_codex":0.0015037244,"about_ca_topic_score_gemma":0.00025581213,"teacher_disagreement_score":0.017685946,"about_ca_system_score_codex":0.0002171539,"about_ca_system_score_gemma":0.00016940646,"threshold_uncertainty_score":0.49203253},"labels":[],"label_agreement":null},{"id":"W3172297397","doi":"10.2196/27062","title":"Improving Diabetes Self-management by Providing Continuous Positive Airway Pressure Treatment to Patients With Obstructive Sleep Apnea and Type 2 Diabetes: Qualitative Exploratory Interview Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Type 2 diabetes; Medicine; Diabetes mellitus; Sleep apnea; Exploratory research; Sleep (system call); Internal medicine; Endocrinology; Computer science","score_opus":0.025064170466667444,"score_gpt":0.3479594540906467,"score_spread":0.3228952836239793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172297397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896058,0.0009431706,0.00017625438,0.00026623855,0.000098616045,0.007835863,0.00027312597,0.000099853954,0.0007011162],"genre_scores_gemma":[0.9959835,0.000027091743,0.00085701764,0.00007058309,0.00004734081,0.0025054722,0.00016338298,0.00009289446,0.0002527314],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9927469,0.0024786328,0.0005607667,0.0010787593,0.001828724,0.0013062182],"domain_scores_gemma":[0.9944897,0.00078520016,0.00018096215,0.00064681895,0.0032824432,0.00061482785],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014533434,0.00053248904,0.0008997131,0.0005897754,0.00052879844,0.00024593523,0.00027052834,0.000116274285,0.000060498372],"category_scores_gemma":[0.0002868228,0.00040155908,0.000093227354,0.0016183257,0.0003431701,0.0008534809,0.0009044858,0.0007459831,0.000057125337],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020667731,0.011888046,0.2307294,0.00315499,0.010415774,0.0001984569,0.49121025,0.0000041045405,0.003696785,0.00025165916,0.0005480294,0.24583572],"study_design_scores_gemma":[0.023237733,0.055557333,0.29105294,0.0013533516,0.000970948,0.0000057785633,0.5663977,0.0018074289,0.05624746,0.000114928946,0.001689822,0.0015645601],"about_ca_topic_score_codex":0.000029427634,"about_ca_topic_score_gemma":0.000016473181,"teacher_disagreement_score":0.24427116,"about_ca_system_score_codex":0.001056449,"about_ca_system_score_gemma":0.0001283416,"threshold_uncertainty_score":0.99984366},"labels":[],"label_agreement":null},{"id":"W3173208130","doi":"","title":"Effect of acupuncture on sleep quality and neurological function in stroke patients with sleep apnea syndrome.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acupuncture; Sleep apnea; Enolase; Apnea; Insomnia; Anesthesia; Internal medicine; Stroke (engine); Apnea–hypopnea index; Polysomnography; Therapeutic effect; Psychiatry","score_opus":0.01595918539274694,"score_gpt":0.2623605665874055,"score_spread":0.24640138119465854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173208130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99745405,0.00006209873,0.0000390674,0.00034978203,0.00012658669,0.0012794688,0.000020581787,0.000023611048,0.00064473896],"genre_scores_gemma":[0.99933076,0.0000017184702,0.00002176506,0.00017342278,0.000025497606,0.00034045283,0.000041144256,0.000017299464,0.00004791921],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787825,0.00049462134,0.00023683716,0.00042323786,0.0006003467,0.00036672162],"domain_scores_gemma":[0.99883205,0.00048203825,0.00007429476,0.0003002584,0.00013455507,0.00017682243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005788106,0.00020680268,0.00052467,0.00014011672,0.000029319233,0.0000130303015,0.00005630624,0.00013282601,0.000040414976],"category_scores_gemma":[0.0010345586,0.00011075227,0.00006816779,0.0003261368,0.00012047384,0.0000661217,0.00007988286,0.00043941993,0.0000035024714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043420615,0.00026528342,0.78661436,0.00016958728,0.00008784631,0.00011506469,0.000014567865,0.000007978762,0.000099862504,0.000025087813,0.0000033594677,0.20825492],"study_design_scores_gemma":[0.0052913814,0.002382324,0.99042034,0.0000078406065,0.00008635599,0.000025484464,0.000009817769,0.00007853078,0.0015579088,0.000014722703,0.00003828198,0.00008703676],"about_ca_topic_score_codex":0.000011173678,"about_ca_topic_score_gemma":0.0000136546505,"teacher_disagreement_score":0.20816788,"about_ca_system_score_codex":0.000057470803,"about_ca_system_score_gemma":0.000007115259,"threshold_uncertainty_score":0.45163465},"labels":[],"label_agreement":null},{"id":"W3173439477","doi":"10.1007/s11325-021-02383-3","title":"Can the complete blood count be used as a reliable screening tool for obstructive sleep apnea?","year":2021,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Women's College Hospital; University of Toronto; University Health Network","funders":"University Health Network Foundation","keywords":"Medicine; Mean corpuscular volume; Hematocrit; Mean corpuscular hemoglobin; Hemoglobin; Internal medicine; Obstructive sleep apnea; Body mass index; Gastroenterology; Sleep apnea; Complete blood count; Mean corpuscular hemoglobin concentration; Apnea; Pulse oximetry; Anesthesia","score_opus":0.032663154790926796,"score_gpt":0.28622100868423994,"score_spread":0.25355785389331315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173439477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98012257,0.0011826142,0.004679332,0.0101935575,0.00028762626,0.0013156172,0.00016923496,0.000107591535,0.001941867],"genre_scores_gemma":[0.98674893,0.000023791434,0.010636056,0.001483449,0.00036501154,0.00012672078,0.000122040445,0.000066587025,0.0004274172],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975959,0.00009547839,0.00034295453,0.00062385434,0.0006793717,0.00066245283],"domain_scores_gemma":[0.9980809,0.0005700304,0.00010738298,0.00053026364,0.0005022987,0.00020913596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005809254,0.0002798567,0.00046020193,0.000098659635,0.00071390974,0.00019268226,0.00017389772,0.00013595686,0.00011872516],"category_scores_gemma":[0.0005609749,0.00021263474,0.00017601038,0.0003464496,0.00023299656,0.00017300143,0.00022486267,0.0005230435,0.000006352565],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030485322,0.0012726117,0.17843114,0.0019430057,0.009506035,0.003920298,0.034098256,0.00021983606,0.2906824,0.043867145,0.0006825302,0.43232822],"study_design_scores_gemma":[0.083614945,0.0052324547,0.18584098,0.0019744178,0.011676172,0.021873165,0.07740121,0.17011584,0.29359946,0.023166873,0.12022117,0.0052833115],"about_ca_topic_score_codex":0.00030984855,"about_ca_topic_score_gemma":0.00005855487,"teacher_disagreement_score":0.4270449,"about_ca_system_score_codex":0.000096746066,"about_ca_system_score_gemma":0.00007617059,"threshold_uncertainty_score":0.8670993},"labels":[],"label_agreement":null},{"id":"W3173546097","doi":"10.1186/s12967-021-02933-z","title":"The effect of acute intermittent hypoxia on postprandial triglyceride levels in humans: a randomized crossover trial","year":2021,"lang":"en","type":"article","venue":"Journal of Translational Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut du Savoir Montfort; Montfort Hospital; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Institut du savoir Montfort-Recherche","keywords":"Postprandial; Intermittent hypoxia; Internal medicine; Crossover study; Medicine; Hypoxia (environmental); Endocrinology; Chylomicron; Lipoprotein; Very low-density lipoprotein; Obstructive sleep apnea; Cholesterol; Chemistry; Insulin; Placebo; Oxygen; Pathology","score_opus":0.025555787511353956,"score_gpt":0.36081318125306205,"score_spread":0.3352573937417081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173546097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830668,0.0012271999,0.00039684447,0.012370974,0.001049094,0.001073138,0.000017218403,0.0000037323766,0.00079501816],"genre_scores_gemma":[0.99848706,0.00012602989,0.00015704728,0.00012942235,0.00095816195,0.000016353557,0.0000100555235,0.000018733768,0.0000971198],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9958272,0.0007646601,0.0014253745,0.00016998866,0.0015734547,0.00023931578],"domain_scores_gemma":[0.9935254,0.005153741,0.00046295687,0.00019706316,0.0005159384,0.00014490321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034538521,0.0001896897,0.0013254939,0.0003360273,0.000069305264,0.000014413903,0.00016582145,0.00009523796,0.0003655703],"category_scores_gemma":[0.002923911,0.000096628195,0.0005407161,0.00034181544,0.0005348028,0.0000988933,0.00001448059,0.00070854195,0.000002957538],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97499204,0.00015008572,0.0010490336,0.000057718196,0.0010757588,0.0005120103,0.00042400626,0.000020609326,0.012788291,0.00034696987,0.000060580987,0.008522915],"study_design_scores_gemma":[0.94440323,0.01089666,0.03470751,0.0006479891,0.0008249401,0.0003394539,0.00005520174,0.00014590628,0.006907718,0.000710732,0.00027979416,0.00008084917],"about_ca_topic_score_codex":0.000008519073,"about_ca_topic_score_gemma":0.000008224248,"teacher_disagreement_score":0.033658475,"about_ca_system_score_codex":0.000099422345,"about_ca_system_score_gemma":0.00021151807,"threshold_uncertainty_score":0.40027386},"labels":[],"label_agreement":null},{"id":"W3173732952","doi":"10.3390/medicina57060640","title":"Obstructive Sleep Apnea and Periodontal Disease: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Medicina","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Periodontitis; Randomized controlled trial; Cochrane Library; Strengthening the reporting of observational studies in epidemiology; Epidemiology; Cohort study; Physical therapy; Internal medicine; Observational study; Apnea","score_opus":0.03369450164714088,"score_gpt":0.354941554499238,"score_spread":0.3212470528520971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173732952","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000039278543,0.9911432,0.000039648534,0.00032756437,0.00037583688,0.007021689,0.00008408555,0.00007763498,0.0009264141],"genre_scores_gemma":[0.000020146841,0.9971053,0.00012261228,0.00032103268,0.00038888017,0.0007168038,0.00042393204,0.00014427217,0.00075701927],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9947578,0.0008169893,0.0013198281,0.001059905,0.0014156199,0.0006298658],"domain_scores_gemma":[0.9962339,0.0005215705,0.000498084,0.0013586003,0.00035622643,0.0010316476],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008272206,0.0008151072,0.0076935063,0.00033275725,0.00013223698,0.000047382408,0.00031965337,0.00028244843,0.0005196504],"category_scores_gemma":[0.0040131733,0.00055018073,0.0008965246,0.00081605476,0.00047611512,0.000085329004,0.00034902216,0.0011842126,0.0001587535],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006503202,0.00004629319,0.000012975896,0.77101076,0.00084955356,0.0015498139,0.00007142749,1.2841068e-9,8.005335e-8,0.000086857,0.00015468543,0.22621104],"study_design_scores_gemma":[0.00044112848,0.00011005597,0.000033619883,0.82064056,0.022244813,0.0025011597,0.00021928013,0.000012938287,9.6323845e-8,0.0000050249305,0.15340154,0.00038977648],"about_ca_topic_score_codex":0.000009036283,"about_ca_topic_score_gemma":0.0000017438704,"teacher_disagreement_score":0.22582127,"about_ca_system_score_codex":0.00052482274,"about_ca_system_score_gemma":0.0004247888,"threshold_uncertainty_score":0.99969494},"labels":[],"label_agreement":null},{"id":"W3173812326","doi":"10.1016/j.ijporl.2021.110803","title":"Geographic disparities in performance of pediatric polysomnography to diagnose obstructive sleep apnea in a universal access health care system","year":2021,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; Institute for Clinical Evaluative Sciences; Hospital for Sick Children; Public Health Ontario; SickKids Foundation; University of Toronto; University of Ottawa","funders":"","keywords":"Medicine; Polysomnography; Odds; Obstructive sleep apnea; Cohort; Pediatrics; Demographics; Retrospective cohort study; Health care; Odds ratio; Socioeconomic status; Population; Sleep apnea; Emergency medicine; Apnea; Demography; Internal medicine; Logistic regression; Environmental health","score_opus":0.013222755706182128,"score_gpt":0.30554354170466036,"score_spread":0.2923207859984782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173812326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991557,0.0052980147,0.000098420714,0.00094618497,0.0015124455,0.000371823,0.000064692555,0.000013538253,0.00013785469],"genre_scores_gemma":[0.99668866,0.0012517393,0.00063853565,0.0001451508,0.0012046959,0.000016647498,0.000022047241,0.00002744246,0.0000050824724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965012,0.0003517304,0.0012153124,0.00036810274,0.0010623861,0.0005012907],"domain_scores_gemma":[0.99668366,0.00036553747,0.00068255345,0.00024444982,0.0017282516,0.00029557676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005045252,0.00023847177,0.0007822876,0.004688696,0.000042361913,0.000037498055,0.0007432048,0.00017702687,0.000042322197],"category_scores_gemma":[0.00040064985,0.0002392077,0.00026985526,0.002060021,0.00010145415,0.0005172674,0.0003509098,0.00085788575,0.0000036856234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008953433,0.00032762648,0.9930969,0.00041842932,0.00019835973,0.0015505713,0.0010777012,0.0001906962,0.000079275036,0.00032347487,0.000033740118,0.0018079081],"study_design_scores_gemma":[0.0034822382,0.00073020684,0.9926859,0.00007098232,0.00009990703,0.0005641992,0.0017067792,0.00016889787,0.0002810191,0.000019713763,0.000029486779,0.00016066158],"about_ca_topic_score_codex":0.0007322548,"about_ca_topic_score_gemma":0.00028424288,"teacher_disagreement_score":0.0051316335,"about_ca_system_score_codex":0.0008469912,"about_ca_system_score_gemma":0.00064204965,"threshold_uncertainty_score":0.9754607},"labels":[],"label_agreement":null},{"id":"W3174465871","doi":"10.1183/23120541.00338-2021","title":"Non-dipping nocturnal blood pressure correlates with obstructive sleep apnoea severity in normotensive subjects and may reverse with therapy","year":2021,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"Health Research Board","keywords":"Medicine; Blood pressure; Interquartile range; Internal medicine; Polysomnography; Body mass index; Nocturnal; Cardiology; Diastole; Endocrinology; Apnea","score_opus":0.04290567896168244,"score_gpt":0.34734453091527767,"score_spread":0.3044388519535952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174465871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98465604,0.0014190022,0.000020183557,0.002172444,0.00005599102,0.0029860677,0.000023416515,0.00002011794,0.0086467285],"genre_scores_gemma":[0.9937025,0.00025777108,0.0032359501,0.00016698932,0.000105866624,0.00016095146,0.000026724387,0.00007879692,0.0022644731],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99516207,0.00061002426,0.00032236683,0.0011123127,0.0016862529,0.001106999],"domain_scores_gemma":[0.9956602,0.00055990135,0.00009433286,0.000820267,0.0023828582,0.00048246092],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0015169375,0.0003426485,0.0007110736,0.00043411754,0.00039260462,0.00036094052,0.00050391885,0.00022089329,0.0004672402],"category_scores_gemma":[0.0005620985,0.00024649058,0.00005016885,0.0018031829,0.0008533201,0.0005846922,0.000858574,0.0025129903,0.000028379722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016655963,0.0009458337,0.917055,0.00048274084,0.002585569,0.014302126,0.0071113696,0.000081292346,0.026905568,0.0003438082,0.00026588223,0.013264835],"study_design_scores_gemma":[0.019914122,0.002447867,0.9073436,0.0009014829,0.00018165514,0.002868535,0.009317155,0.0013254192,0.053874835,0.00025671974,0.0010401091,0.0005285017],"about_ca_topic_score_codex":0.0015316007,"about_ca_topic_score_gemma":0.0008592324,"teacher_disagreement_score":0.026969267,"about_ca_system_score_codex":0.00013989687,"about_ca_system_score_gemma":0.000700699,"threshold_uncertainty_score":0.99999875},"labels":[],"label_agreement":null},{"id":"W3174999070","doi":"10.1093/sleep/zsab145","title":"Characteristics and reproducibility of novel sleep EEG biomarkers and their variation with sleep apnea and insomnia in a large community-based cohort","year":2021,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Manitoba; Misericordia Community Hospital","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; American Academy of Sleep Medicine Foundation; American Heart Association","keywords":"Polysomnography; Insomnia; Electroencephalography; Obstructive sleep apnea; Non-rapid eye movement sleep; Sleep Stages; Sleep (system call); Arousal; Medicine; Audiology; Sleep apnea; Sleepwalking; Sleep onset; Psychology; Psychiatry; Sleep disorder; Internal medicine","score_opus":0.020769500762481786,"score_gpt":0.27624163613064817,"score_spread":0.2554721353681664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174999070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99482054,0.0002259612,0.0031259353,0.0006122869,0.00006645381,0.00076349766,0.00016850661,0.000024863346,0.0001919746],"genre_scores_gemma":[0.99761194,0.000021929864,0.0019094854,0.00016432168,0.00002506436,0.00003131492,0.00019597141,0.00003083609,0.000009141411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997807,0.00039474,0.00041707823,0.0007640009,0.00029538857,0.00032179095],"domain_scores_gemma":[0.99770004,0.00030600172,0.00015432877,0.0012867723,0.00037896817,0.00017391649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025658314,0.00022621655,0.00054722145,0.00021386416,0.00013846756,0.000035603913,0.00008340437,0.00013324407,0.000025635529],"category_scores_gemma":[0.0012763673,0.00018853859,0.000033065084,0.00051907514,0.00038641336,0.00012187621,0.0002199442,0.00054000784,5.914445e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008156503,0.0009947818,0.9454,0.000618171,0.00023363835,0.000027444663,0.0016270824,0.0000026760313,0.041194282,0.00011179859,0.0000014628077,0.00897304],"study_design_scores_gemma":[0.005389556,0.0003457469,0.9603077,0.00007642923,0.00011152095,0.00006136251,0.0006911517,0.026968202,0.0057500135,0.00004905655,0.00008008967,0.00016915644],"about_ca_topic_score_codex":0.000262779,"about_ca_topic_score_gemma":0.00022503627,"teacher_disagreement_score":0.03544427,"about_ca_system_score_codex":0.00008727777,"about_ca_system_score_gemma":0.000054796652,"threshold_uncertainty_score":0.76883805},"labels":[],"label_agreement":null},{"id":"W3175356465","doi":"10.5664/jcsm.9502","title":"Diagnosis and management of sleep apnea by a clinical nurse: a noninferiority randomized clinical trial","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Randomized controlled trial; Obstructive sleep apnea; Sleep apnea; Clinical endpoint; Clinical trial; Physical therapy; Internal medicine","score_opus":0.09416202734527494,"score_gpt":0.4813374558737983,"score_spread":0.3871754285285233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175356465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95735544,0.008481951,0.00343569,0.019570207,0.006443372,0.0021890975,0.000018089511,0.000027474527,0.002478695],"genre_scores_gemma":[0.9496568,0.032853823,0.008233869,0.0017524906,0.006985412,0.00006022404,0.00002552726,0.00007808341,0.00035378538],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.97886425,0.005400432,0.011832227,0.00085306633,0.0024225418,0.00062746316],"domain_scores_gemma":[0.96867776,0.022683546,0.0037548963,0.00094846275,0.002093088,0.0018422505],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04272894,0.0004611167,0.0073469393,0.00025037138,0.00008708234,0.000028092318,0.00048437624,0.0007386851,0.0011151516],"category_scores_gemma":[0.054454077,0.00030869117,0.0023216465,0.00067375775,0.003617824,0.00018723038,0.00030842412,0.0030637695,0.000018532282],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.43649146,0.0050460426,0.13395827,0.0003490874,0.004629417,0.0017917322,0.000061583705,4.5681418e-7,0.000021824686,0.00027714483,0.0048792604,0.41249374],"study_design_scores_gemma":[0.8785284,0.010289405,0.08702501,0.0010589393,0.0056807864,0.00034752782,0.0005058031,0.000769365,0.00010698659,0.00040881083,0.014999528,0.000279431],"about_ca_topic_score_codex":0.000015814636,"about_ca_topic_score_gemma":0.000004068979,"teacher_disagreement_score":0.44203696,"about_ca_system_score_codex":0.00007159538,"about_ca_system_score_gemma":0.0002541782,"threshold_uncertainty_score":0.9999365},"labels":[],"label_agreement":null},{"id":"W3175965832","doi":"10.2147/clep.s308852","title":"Case-Ascertainment Models to Identify Adults with Obstructive Sleep Apnea Using Health Administrative Data: Internal and External Validation","year":2021,"lang":"en","type":"article","venue":"Clinical Epidemiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; London Health Sciences Centre; University of Calgary; Western University; Ottawa Hospital; University of Ottawa","funders":"Ottawa Hospital Research Institute; London Health Sciences Centre","keywords":"Medicine; Logistic regression; Cart; Apnea–hypopnea index; Obstructive sleep apnea; Nomogram; Polysomnography; Statistics; Internal medicine; Apnea; Mathematics","score_opus":0.4162101704472162,"score_gpt":0.5411513899434164,"score_spread":0.12494121949620018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175965832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78453076,0.00038840278,0.21029171,0.003544795,0.00034642685,0.00066698535,0.000111110545,0.00002558768,0.00009423887],"genre_scores_gemma":[0.9140384,0.00007671585,0.08279318,0.0024130556,0.00043173958,0.00002526055,0.00014932755,0.00003407677,0.00003821338],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99309057,0.002735348,0.0016932444,0.0014817612,0.0003156279,0.0006834364],"domain_scores_gemma":[0.99239755,0.004596142,0.0005463227,0.000996447,0.00047749147,0.0009860481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043818294,0.0002885525,0.0013967208,0.00011505317,0.00016499597,0.000026489879,0.0002409528,0.00023890879,0.00009845524],"category_scores_gemma":[0.007488659,0.00023529641,0.00011854,0.00024295584,0.0005891982,0.00027761236,0.0007051972,0.00093764585,0.000019226585],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010974685,0.001418597,0.6358202,0.0006141825,0.0021953494,0.017084096,0.0027648858,0.0016373993,0.0007841405,0.0061641964,0.00035979354,0.3201825],"study_design_scores_gemma":[0.013401358,0.008975232,0.39735416,0.0011119123,0.0006085361,0.059063826,0.010337348,0.4967281,0.0010203343,0.010051911,0.0003425306,0.0010047429],"about_ca_topic_score_codex":0.0005084946,"about_ca_topic_score_gemma":0.00020335756,"teacher_disagreement_score":0.4950907,"about_ca_system_score_codex":0.00027438716,"about_ca_system_score_gemma":0.0003351381,"threshold_uncertainty_score":0.9595109},"labels":[],"label_agreement":null},{"id":"W3176479331","doi":"10.1096/fasebj.27.1_supplement.lb534","title":"Chronic intermittent hypoxia induces endothelial dysfunction in mice fed a high fat diet but not in mice fed a normal diet","year":2013,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Endothelial dysfunction; Myograph; Internal medicine; Endocrinology; Malondialdehyde; Medicine; Intermittent hypoxia; Obstructive sleep apnea; Oxidative stress; Basal (medicine); Vasodilation; Diabetes mellitus","score_opus":0.021406430429426793,"score_gpt":0.26589227984422786,"score_spread":0.24448584941480106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176479331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937955,0.0002192468,0.00008342738,0.003735423,0.00079197664,0.0008526328,0.000021467149,0.000026642649,0.00047368868],"genre_scores_gemma":[0.99716645,0.0000683269,0.00014627642,0.00030201374,0.0014718783,0.000080300364,0.000012148039,0.000046205445,0.00070638704],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9968801,0.00046166682,0.0006745108,0.00033932846,0.0008016708,0.00084273575],"domain_scores_gemma":[0.9987105,0.00025618932,0.0002480957,0.00028977246,0.00021955285,0.00027586537],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00087763765,0.0003023778,0.00046194418,0.00049249746,0.00020544275,0.00016590646,0.00044367378,0.0001594938,0.001131096],"category_scores_gemma":[0.00032706436,0.00020656042,0.0001631444,0.00042200362,0.00022427592,0.0004613407,0.00021954149,0.002009606,0.00047202402],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058926768,0.00023482177,0.0063327486,0.000051499355,0.00014013985,0.00026489294,0.00093738624,0.000024459632,0.96673185,0.000021089587,0.00017644206,0.019192023],"study_design_scores_gemma":[0.017729837,0.006000063,0.48689607,0.0005061253,0.00013975376,0.0013787645,0.0038295533,0.003226039,0.47933406,0.0002957987,0.00016675064,0.00049719657],"about_ca_topic_score_codex":0.0022801876,"about_ca_topic_score_gemma":0.000708049,"teacher_disagreement_score":0.48739776,"about_ca_system_score_codex":0.0012078461,"about_ca_system_score_gemma":0.0001708501,"threshold_uncertainty_score":0.999782},"labels":[],"label_agreement":null},{"id":"W3176771672","doi":"10.5664/jcsm.9494","title":"Socioeconomic inequalities in pediatric obstructive sleep apnea","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Providence Health Care; Université de Montréal; St. Paul's Hospital; Centre Hospitalier Universitaire Sainte-Justine; Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Body mass index; Socioeconomic status; Odds ratio; Confidence interval; Logistic regression; Polysomnography; Cross-sectional study; Sleep apnea; Odds; Pediatrics; Demography; Population; Physical therapy; Apnea; Internal medicine; Environmental health","score_opus":0.07518910376808131,"score_gpt":0.41027185687090195,"score_spread":0.33508275310282065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176771672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97673947,0.0034171308,0.00053096004,0.012335483,0.0025132792,0.00022847117,0.000004912819,0.000016810474,0.0042134696],"genre_scores_gemma":[0.98868644,0.0010841346,0.0015286189,0.001319753,0.007070684,0.000004951094,0.000010210053,0.000045805402,0.00024942606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99337465,0.0007324049,0.0037889287,0.00044135607,0.0010993327,0.000563347],"domain_scores_gemma":[0.9929573,0.0032605065,0.0012373336,0.00046241237,0.0013366727,0.0007457999],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004774926,0.00029270805,0.0020936192,0.0005803575,0.000055924575,0.000018203598,0.00032381565,0.00035658595,0.0020029899],"category_scores_gemma":[0.012539968,0.00022131459,0.00054838933,0.0005933052,0.0005687058,0.00027942698,0.00015442687,0.0023244228,0.00008997652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012685461,0.0006448964,0.8999775,0.00020430335,0.00040233313,0.0025238346,0.00066158327,0.000024111336,0.00027142817,0.0007240284,0.00069855223,0.09259889],"study_design_scores_gemma":[0.0155241685,0.0020112633,0.97108805,0.00011873856,0.0005320495,0.0009380578,0.0032106575,0.0005597223,0.000315031,0.003180451,0.002286742,0.00023508447],"about_ca_topic_score_codex":0.00001926067,"about_ca_topic_score_gemma":0.000022093847,"teacher_disagreement_score":0.09236381,"about_ca_system_score_codex":0.0002858119,"about_ca_system_score_gemma":0.00039197438,"threshold_uncertainty_score":0.99997723},"labels":[],"label_agreement":null},{"id":"W3177361172","doi":"10.5664/jcsm.9490","title":"Use of facial stereophotogrammetry as a screening tool for pediatric obstructive sleep apnea by dental specialists","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Université de Montréal; University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Craniofacial; Polysomnography; Overjet; Craniofacial abnormality; Sleep apnea; Physical therapy; Dentistry; Apnea; Malocclusion; Internal medicine","score_opus":0.09708039513594946,"score_gpt":0.4114765615391606,"score_spread":0.31439616640321116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177361172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800476,0.0011929492,0.013745762,0.0015156317,0.0024008492,0.0007348313,0.00010142005,0.000016681966,0.00024427025],"genre_scores_gemma":[0.9748307,0.00030383296,0.015622697,0.0008142899,0.008029963,0.000010319837,0.00006747666,0.00007329029,0.0002474697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925454,0.00045398314,0.0036896826,0.000534465,0.0021468725,0.0006295998],"domain_scores_gemma":[0.9895616,0.0044199335,0.0019382956,0.00048283476,0.002727323,0.0008700028],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002646603,0.00037334714,0.002250409,0.0004543561,0.00010365324,0.00003853611,0.00036002096,0.00041853712,0.0008790819],"category_scores_gemma":[0.02894684,0.0002882839,0.0010434265,0.0009619638,0.00064442126,0.0003696199,0.00018707532,0.0014592223,0.00001034107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008501758,0.0011800919,0.6448195,0.00029344842,0.0013505636,0.0009966816,0.00021585722,0.00000610312,0.006348763,0.00007491999,0.0027965144,0.3334158],"study_design_scores_gemma":[0.05291487,0.015289841,0.873745,0.00056901446,0.0048310217,0.0029000544,0.0029081528,0.0014311239,0.014745689,0.00055800425,0.029284585,0.0008226421],"about_ca_topic_score_codex":0.000043780205,"about_ca_topic_score_gemma":0.000008695706,"teacher_disagreement_score":0.33259314,"about_ca_system_score_codex":0.00013322245,"about_ca_system_score_gemma":0.00024529625,"threshold_uncertainty_score":0.9999569},"labels":[],"label_agreement":null},{"id":"W3177600125","doi":"10.1186/s40463-021-00528-8","title":"Development of a pediatric obstructive sleep apnea triage algorithm","year":2021,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"Children's Hospital Foundation; University of Alberta; Stollery Children’s Hospital Foundation; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"Medicine; Tonsillectomy; Obstructive sleep apnea; Adenoid; Adenoidectomy; Sleep medicine; Triage; Otorhinolaryngology; Tonsil; Logistic regression; GERD; Asthma; Univariate analysis; Polysomnography; Pediatrics; Apnea; Internal medicine; Multivariate analysis; Emergency medicine; Sleep disorder; Disease; Surgery; Reflux; Insomnia","score_opus":0.02914653056759432,"score_gpt":0.29623031685419066,"score_spread":0.26708378628659635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177600125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943909,0.0033980843,0.0009359583,0.0003091364,0.0005991708,0.00014305378,0.0000061456567,0.000008418049,0.0002091329],"genre_scores_gemma":[0.96010405,0.0004211189,0.03860767,0.00011839518,0.0006362723,0.000006324795,0.000011524891,0.000031167237,0.00006350418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975021,0.00022217317,0.0011132293,0.00025315842,0.00051876076,0.00039059296],"domain_scores_gemma":[0.9973079,0.0007741202,0.00054837984,0.0002004622,0.0008434923,0.00032566028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009609581,0.00019552307,0.0010998918,0.00062756723,0.00009671484,0.000012542652,0.00008749638,0.00020464156,0.00020188789],"category_scores_gemma":[0.0008462978,0.00016513585,0.00028627485,0.000561643,0.00015390759,0.00018052281,0.0001084388,0.00061683555,0.000007725306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094382185,0.0006795684,0.8622801,0.00040250996,0.00089942105,0.004916107,0.0008479704,5.4787904e-7,0.014239774,0.00004188153,0.0001789363,0.11456939],"study_design_scores_gemma":[0.0023814696,0.0002171653,0.97356206,0.000070668466,0.00019610731,0.0046468317,0.00023078074,0.00009034333,0.017273521,0.00007874351,0.0011052967,0.00014701628],"about_ca_topic_score_codex":0.0000025681954,"about_ca_topic_score_gemma":0.0000024313047,"teacher_disagreement_score":0.114422366,"about_ca_system_score_codex":0.000090741116,"about_ca_system_score_gemma":0.0006382444,"threshold_uncertainty_score":0.67340446},"labels":[],"label_agreement":null},{"id":"W3177780016","doi":"10.13175/swjpcc025-21","title":"Long-term All-Cause Mortality Risk in Obstructive Sleep Apnea Using Hypopneas Defined by a ≥3 Percent Oxygen Desaturation or Arousal","year":2021,"lang":"en","type":"article","venue":"Southwest Journal of Pulmonary and Critical Care","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Case Western Reserve University; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Medicine; Obstructive sleep apnea; Hazard ratio; Proportional hazards model; Polysomnography; Internal medicine; Hypopnea; Diabetes mellitus; Sleep apnea; Cardiology; Apnea; Confidence interval; Endocrinology","score_opus":0.050532799166715534,"score_gpt":0.35162098238477074,"score_spread":0.3010881832180552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177780016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99399686,0.0041903467,0.00078001403,0.0003282711,0.000224427,0.00021006151,0.00017527876,0.0000110884475,0.000083671366],"genre_scores_gemma":[0.9979264,0.00010846243,0.0014810052,0.000085782776,0.000280117,0.0000046541218,0.000072710136,0.000033213975,0.00000765205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731493,0.00042313585,0.0006534938,0.0003927849,0.0007382255,0.00047741205],"domain_scores_gemma":[0.99782634,0.00031560918,0.00013799773,0.00024233188,0.00096824055,0.00050946395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030534843,0.00026130042,0.00053445867,0.0001606423,0.00015625313,0.00008764235,0.00011333636,0.00020575628,0.00014631251],"category_scores_gemma":[0.0013123519,0.00021192826,0.00017668185,0.00030791582,0.00034061665,0.0003785788,0.00011223749,0.0009798064,0.0000032528108],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017529585,0.00056476536,0.94268394,0.00049064483,0.0004440767,0.0155637255,0.002072488,0.000014411893,0.026598359,0.00013220028,0.0000021789708,0.009680278],"study_design_scores_gemma":[0.0019361312,0.00049324444,0.9645235,0.00018541969,0.0012181244,0.007033768,0.020846633,0.0009544341,0.0021480636,0.00037810885,0.0000075636085,0.0002750356],"about_ca_topic_score_codex":0.000059911938,"about_ca_topic_score_gemma":0.000082095445,"teacher_disagreement_score":0.024450295,"about_ca_system_score_codex":0.00033067504,"about_ca_system_score_gemma":0.0001794422,"threshold_uncertainty_score":0.86421835},"labels":[],"label_agreement":null},{"id":"W3178017945","doi":"10.1007/s40136-021-00365-3","title":"Holistic Treatment Outcomes in OSA: Clinical Evidence for the SLEEP GOAL","year":2021,"lang":"en","type":"article","venue":"Current Otorhinolaryngology Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Nocturia; Continuous positive airway pressure; Obstructive sleep apnea; Polysomnography; Physical therapy; Epworth Sleepiness Scale; Quality of life (healthcare); Sleep apnea; Apnea–hypopnea index; Internal medicine; Apnea; Cardiology; Intensive care medicine","score_opus":0.24656968568230445,"score_gpt":0.4901713608859602,"score_spread":0.24360167520365575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178017945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786861,0.011481839,0.0007104213,0.0024989427,0.0045042783,0.0019291751,0.000012260407,0.000056979472,0.00012000085],"genre_scores_gemma":[0.99737316,0.0005077952,0.00031408764,0.00015240797,0.00051504694,0.0005992007,0.000052461284,0.000033421933,0.00045242067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99673575,0.00030724338,0.0010691581,0.0008773787,0.0004013524,0.00060913287],"domain_scores_gemma":[0.9951428,0.002853362,0.00025878195,0.0011572819,0.00036224053,0.0002255296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010861154,0.00027996488,0.0008283228,0.00012997151,0.00013513661,0.000031168453,0.00015278108,0.00020134058,0.00015016315],"category_scores_gemma":[0.0074043577,0.00018120368,0.00047213104,0.00027524118,0.00037091135,0.000113851056,0.00017727491,0.00058394705,0.000032501284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019277951,0.00097305054,0.9531461,0.00008458027,0.00027765767,0.0026451265,0.00008808919,0.0000031468542,0.00027535958,0.00017653337,0.00019908282,0.041938514],"study_design_scores_gemma":[0.0018655404,0.00051814393,0.98567826,0.000088375644,0.00034314545,0.0016741166,0.000061452345,0.0004670117,0.0004999135,0.00025910453,0.0083822375,0.00016267988],"about_ca_topic_score_codex":0.00004534079,"about_ca_topic_score_gemma":0.00009289279,"teacher_disagreement_score":0.041775834,"about_ca_system_score_codex":0.00037612848,"about_ca_system_score_gemma":0.00040523184,"threshold_uncertainty_score":0.88642424},"labels":[],"label_agreement":null},{"id":"W3178023782","doi":"10.1186/s41606-021-00063-5","title":"Revisiting level II sleep studies in the era of COVID-19: a theoretical economic decision model in patients with suspected obstructive sleep apnea","year":2021,"lang":"en","type":"article","venue":"Sleep Science and Practice","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stornoway Diamond (Canada); University of British Columbia","funders":"","keywords":"Polysomnography; Obstructive sleep apnea; Medicine; Sleep apnea; Coronavirus disease 2019 (COVID-19); Apnea; Internal medicine","score_opus":0.05308802486871235,"score_gpt":0.37796624915689486,"score_spread":0.3248782242881825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178023782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98797256,0.000430869,0.0027855749,0.0060538407,0.000088108354,0.0006875937,0.000020072033,0.000010966845,0.0019504188],"genre_scores_gemma":[0.98718584,0.0000723427,0.011821728,0.0008316929,0.00003847596,0.000026299615,0.00000557676,0.000013745099,0.0000043198766],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9965893,0.00047279464,0.00048506891,0.0007263726,0.0012238056,0.00050264463],"domain_scores_gemma":[0.9939271,0.003952483,0.00023370107,0.00051847944,0.0011443824,0.00022380894],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004482502,0.00020324951,0.00043131041,0.00030000732,0.00039368606,0.00007591221,0.0003319153,0.000070709815,0.00006262606],"category_scores_gemma":[0.030002505,0.00013661012,0.00003868073,0.0015750388,0.0024110924,0.0010508401,0.00043131842,0.00069103274,0.0000042887436],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016714478,0.0024176245,0.30814692,0.00060337,0.0005179891,0.0010224847,0.07239629,0.007761879,0.0037303895,0.19365677,0.00003376971,0.392998],"study_design_scores_gemma":[0.021152241,0.0022639805,0.49657798,0.0005984311,0.0005754077,0.00082057226,0.1272356,0.32144347,0.0024822962,0.025553139,0.0002616262,0.0010352457],"about_ca_topic_score_codex":0.00006722344,"about_ca_topic_score_gemma":0.00004889806,"teacher_disagreement_score":0.39196277,"about_ca_system_score_codex":0.000620977,"about_ca_system_score_gemma":0.00054124056,"threshold_uncertainty_score":0.9781682},"labels":[],"label_agreement":null},{"id":"W3178753358","doi":"10.1161/strokeaha.120.032688","title":"Overnight Rostral Fluid Shifts Exacerbate Obstructive Sleep Apnea After Stroke","year":2021,"lang":"en","type":"article","venue":"Stroke","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"National Institute of Neurological Disorders and Stroke; National Heart, Lung, and Blood Institute","keywords":"Medicine; Interquartile range; Stroke (engine); Morning; Obstructive sleep apnea; Evening; Cardiology; Population; Anesthesia; Internal medicine; Sleep apnea","score_opus":0.013585645980798712,"score_gpt":0.27272624601861967,"score_spread":0.25914060003782097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178753358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95966196,0.0010646029,0.00057870784,0.00095554255,0.0008738996,0.0005214732,0.0006572219,0.0001466203,0.035539977],"genre_scores_gemma":[0.9823192,0.000024996107,0.002649439,0.00029846825,0.00068525376,0.0000961493,0.000107516724,0.00009640418,0.013722612],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9961323,0.00017221109,0.00046628676,0.00091998547,0.0012377525,0.0010714735],"domain_scores_gemma":[0.9976984,0.00013340452,0.00009767548,0.0009643017,0.0005285232,0.00057768595],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019652193,0.00042767372,0.00062111486,0.0002079727,0.00014718395,0.000108993445,0.0002307075,0.0002617703,0.0043491065],"category_scores_gemma":[0.00033159796,0.0004063528,0.00039323614,0.00039099876,0.00032062226,0.0003026013,0.00032920684,0.00085656176,0.0006339743],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036942447,0.0008249292,0.28249273,0.00041082248,0.0023660245,0.008340966,0.0017187877,0.000025976577,0.62758374,0.0028697492,0.0008427844,0.06882927],"study_design_scores_gemma":[0.0053373897,0.0005030979,0.67696893,0.00006355898,0.00033574904,0.00036213658,0.0014178623,0.0008087442,0.29978457,0.00024899183,0.0135017745,0.00066721946],"about_ca_topic_score_codex":0.000036380803,"about_ca_topic_score_gemma":0.00004920914,"teacher_disagreement_score":0.3944762,"about_ca_system_score_codex":0.0003792274,"about_ca_system_score_gemma":0.00016077269,"threshold_uncertainty_score":0.9998388},"labels":[],"label_agreement":null},{"id":"W3178764120","doi":"10.1109/memea52024.2021.9478745","title":"Detection of Sleep Apnea from Single-Lead ECG: Comparison of Deep Learning Algorithms","year":2021,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Deep learning; Artificial intelligence; Apnea; Computer science; Sleep apnea; Convolutional neural network; Machine learning; Algorithm; Test set; Artificial neural network; Pattern recognition (psychology); Medicine; Internal medicine","score_opus":0.034356829357105906,"score_gpt":0.31511010532411754,"score_spread":0.2807532759670116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178764120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7731727,0.0006326393,0.21983182,0.000103147446,0.00017556587,0.0001631738,0.000004424344,0.00005112088,0.0058654323],"genre_scores_gemma":[0.97741354,0.0000044185645,0.022180896,0.000013054446,0.0001000471,0.0000046362243,0.000041342446,0.000025642841,0.00021640355],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99829143,0.00014231939,0.00044504064,0.0003020405,0.00057930016,0.00023988509],"domain_scores_gemma":[0.9986002,0.00025618108,0.00015603002,0.00030521277,0.00057745166,0.00010491892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015367067,0.00012791161,0.0004929597,0.00014565047,0.000048820017,0.000010445115,0.000083190695,0.00012495198,0.0008720501],"category_scores_gemma":[0.00053976564,0.00012072238,0.00012981928,0.0004478442,0.00013307125,0.00007389846,0.000104778475,0.00039685174,0.000037162274],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008405611,0.00025397693,0.036988836,0.000048209833,0.0001227551,0.000010995529,0.00028177537,0.00004766492,0.51164216,0.000008058302,0.0000014861594,0.45051005],"study_design_scores_gemma":[0.0010146499,0.00040189878,0.01658968,0.00002005382,0.00007708072,0.000009446234,0.0034334904,0.23753694,0.7406589,0.000032152584,0.00015039231,0.00007535254],"about_ca_topic_score_codex":0.00028846884,"about_ca_topic_score_gemma":0.00013715292,"teacher_disagreement_score":0.45043468,"about_ca_system_score_codex":0.00009341818,"about_ca_system_score_gemma":0.00001856901,"threshold_uncertainty_score":0.95483375},"labels":[],"label_agreement":null},{"id":"W3182042426","doi":"10.1136/bmjqs-2021-013110","title":"Effect of a health system payment and quality improvement programme for tonsillectomy in Ontario, Canada: an interrupted time series analysis","year":2021,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"","keywords":"Tonsillectomy; Medicine; Medical prescription; Interrupted time series; Psychological intervention; Interrupted Time Series Analysis; Pediatrics; Quality management; Perioperative; Emergency medicine; Surgery; Nursing; Operations management","score_opus":0.04272087813777295,"score_gpt":0.3859976711749616,"score_spread":0.3432767930371886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182042426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930675,0.00015919148,0.00071448926,0.0021326502,0.00006459754,0.0035077585,0.00019439262,0.00003211593,0.00012728568],"genre_scores_gemma":[0.99773175,0.0000033364577,0.0009387754,0.00010118572,0.000021324691,0.00032969855,0.0005686651,0.000017995813,0.0002872545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994195,0.0020568168,0.0018146485,0.0006127914,0.00074580254,0.0005749465],"domain_scores_gemma":[0.99761456,0.0006284361,0.0003913429,0.00064384623,0.00040568845,0.00031609804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008998579,0.0002454787,0.0015473176,0.00015762591,0.00010558978,0.000023014773,0.00009872324,0.00008387769,0.00009625366],"category_scores_gemma":[0.0007341175,0.00020662487,0.00020794314,0.00066080724,0.0001031606,0.000087800145,0.00013452982,0.00024702685,4.839717e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0101790605,0.0007656231,0.80431014,0.009837001,0.0037425936,0.000057228513,0.0043302663,0.0000190036,0.007836279,0.0009975597,0.00006015449,0.15786506],"study_design_scores_gemma":[0.00834699,0.003799918,0.96200323,0.0002815335,0.00054565835,0.000017169416,0.009213324,0.0008318926,0.0138446465,0.000010864502,0.0007460495,0.00035871146],"about_ca_topic_score_codex":0.9564474,"about_ca_topic_score_gemma":0.99013627,"teacher_disagreement_score":0.15769309,"about_ca_system_score_codex":0.00441619,"about_ca_system_score_gemma":0.0028389068,"threshold_uncertainty_score":0.9994057},"labels":[],"label_agreement":null},{"id":"W3183285180","doi":"10.21203/rs.3.rs-711393/v1","title":"Demographics, Sleep Apnea and Positive Airway Pressure (PAP) Treatment-Related Characteristics Associated with PAP Adherence: A Large Retrospective Community-Based Longitudinal Observational Study","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Demographics; Observational study; Medicine; Positive airway pressure; Continuous positive airway pressure; Sleep apnea; Obstructive sleep apnea; Longitudinal study; Retrospective cohort study; Longitudinal data; Airway; Physical therapy; Internal medicine; Demography; Anesthesia; Pathology","score_opus":0.10458277890908388,"score_gpt":0.3911423406594025,"score_spread":0.2865595617503186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183285180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98603207,0.0007332492,0.00018337384,0.0006478744,0.00013000314,0.007442367,0.0042877286,0.00017781087,0.00036554967],"genre_scores_gemma":[0.98605204,0.00008072959,0.00021502674,0.000034577242,0.00013870587,0.0010617672,0.011820252,0.00017086515,0.00042601037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9859566,0.006174263,0.00083868916,0.0016016382,0.003889662,0.0015391576],"domain_scores_gemma":[0.9865552,0.0022299816,0.00045522748,0.0017271728,0.008302866,0.00072951993],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004100554,0.0008974967,0.0017416775,0.001064463,0.0016145501,0.00052417,0.0005810419,0.00096930837,0.00042489535],"category_scores_gemma":[0.0031307398,0.00076706655,0.00034230246,0.0022315416,0.001178318,0.00021728691,0.0014852076,0.008586729,0.000012023758],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019457587,0.009586397,0.97382164,0.00083560136,0.006931654,0.0013602643,0.004299867,0.000026064572,0.00020488235,0.00012521604,0.000026390539,0.00083624263],"study_design_scores_gemma":[0.009533367,0.011320588,0.96226805,0.0016853687,0.0010197274,0.00002457898,0.006397367,0.0068803825,0.00016751207,0.00009489917,0.00002084785,0.00058732484],"about_ca_topic_score_codex":0.0014497086,"about_ca_topic_score_gemma":0.0016041583,"teacher_disagreement_score":0.011553625,"about_ca_system_score_codex":0.0016943759,"about_ca_system_score_gemma":0.0013749035,"threshold_uncertainty_score":0.9996852},"labels":[],"label_agreement":null},{"id":"W3183291277","doi":"10.5664/jcsm.9558","title":"Contribution of hypercapnia to cognitive impairment in severe sleep-disordered breathing","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of British Columbia; Hotchkiss Brain Institute; University of Saskatchewan; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Sleep medicine; Medicine; Gerontology; Sleep disorder; Psychiatry; Cognition","score_opus":0.045760867744979034,"score_gpt":0.4147115710494534,"score_spread":0.3689507033044743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183291277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97946215,0.0011938735,0.001760664,0.015414563,0.00073920743,0.00053233106,0.000012131274,0.000008864492,0.00087619125],"genre_scores_gemma":[0.9960756,0.0002320727,0.0012946537,0.0013134985,0.0009801141,0.00000534435,0.000018391976,0.000025059331,0.00005531374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99432033,0.000600074,0.002886163,0.00033654663,0.0014192758,0.00043758153],"domain_scores_gemma":[0.99252045,0.0023801234,0.00079654774,0.0002788016,0.0032933974,0.0007306905],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0047113225,0.00021778363,0.0018072581,0.00040575996,0.000038328162,0.000007848791,0.00018381572,0.00023990581,0.0007895002],"category_scores_gemma":[0.027240997,0.00015987373,0.00036557805,0.00088499417,0.00029154943,0.00014124604,0.00013290002,0.0013060789,0.000019588284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011629553,0.0033589713,0.7348434,0.00023853387,0.0011185831,0.0046296003,0.0013762815,0.00005456302,0.012568989,0.00018621045,0.00060866267,0.22938666],"study_design_scores_gemma":[0.037635695,0.008666632,0.9390499,0.002544349,0.0006389655,0.0017744667,0.00350879,0.00050349935,0.004224584,0.0004811325,0.0007684757,0.00020351299],"about_ca_topic_score_codex":0.00003875177,"about_ca_topic_score_gemma":0.000036750283,"teacher_disagreement_score":0.22918315,"about_ca_system_score_codex":0.00020792264,"about_ca_system_score_gemma":0.0002595811,"threshold_uncertainty_score":0.980953},"labels":[],"label_agreement":null},{"id":"W3183373935","doi":"10.1109/access.2021.3097090","title":"Sleep Apnea Detection From Variational Mode Decomposed EEG Signal Using a Hybrid CNN-BiLSTM","year":2021,"lang":"en","type":"article","venue":"IEEE Access","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Pattern recognition (psychology); Feature extraction; Electroencephalography; Artificial intelligence; Sleep apnea; Convolutional neural network; Kernel (algebra); Sleep Stages; Artificial neural network; Deep learning; Feature (linguistics); Speech recognition; Polysomnography; Medicine; Mathematics","score_opus":0.043459872630777725,"score_gpt":0.3526929335971843,"score_spread":0.30923306096640657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183373935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7016972,0.000065434084,0.29654577,0.00015697435,0.0005707716,0.00023094249,0.00006986256,0.00006246304,0.0006006249],"genre_scores_gemma":[0.99385923,0.0000024093222,0.0048618848,0.00023783499,0.0008083905,0.000025600502,0.00012721325,0.000047269004,0.000030175885],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99773633,0.00016235298,0.00034943395,0.0005699937,0.0007811781,0.00040073387],"domain_scores_gemma":[0.9984459,0.00025704823,0.00011325931,0.00040940125,0.0005498515,0.00022451566],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016709526,0.00020239058,0.0003286903,0.00019305805,0.00019429075,0.00018320966,0.000249769,0.00010700473,0.0016428365],"category_scores_gemma":[0.00015677953,0.00020834338,0.00014115773,0.00047023981,0.000071965245,0.000495694,0.00014073246,0.0004097728,0.000064001666],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040378774,0.00027409501,0.0126563925,0.00004580931,0.00034889052,0.00039675654,0.00009788689,0.00246752,0.9385614,0.000018641485,0.000029696334,0.044699155],"study_design_scores_gemma":[0.0015620881,0.000037843074,0.016388,0.000015914804,0.00010789825,0.00009442074,0.000028735056,0.5251283,0.4555128,0.00085240934,0.0001154143,0.00015618082],"about_ca_topic_score_codex":0.0006899298,"about_ca_topic_score_gemma":0.000064451386,"teacher_disagreement_score":0.5226608,"about_ca_system_score_codex":0.0003555903,"about_ca_system_score_gemma":0.000120049386,"threshold_uncertainty_score":0.9992698},"labels":[],"label_agreement":null},{"id":"W3183934595","doi":"10.2147/nss.s317201","title":"The Impact of Glycolipid Metabolic Disorders on Severity Stage-Specific Variation of Cardiac Autonomic Function in Obstructive Sleep Apnea: A Data-Driven Clinical Study","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Shanghai Jiao Tong University; University of Toronto; Shanghai Municipal Education Commission; National Natural Science Foundation of China","keywords":"Medicine; Obstructive sleep apnea; Internal medicine; Cardiology; Bayesian multivariate linear regression; Heart rate variability; Anthropometry; Heart rate; Linear regression; Blood pressure","score_opus":0.02839660816500698,"score_gpt":0.35849450247689824,"score_spread":0.33009789431189124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183934595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99705905,0.0011366651,0.00004950991,0.00009856844,0.00048858504,0.0006910004,0.000118310454,0.000006344245,0.0003519932],"genre_scores_gemma":[0.9993565,0.0002426503,0.00027514453,0.0000063373004,0.00007721344,0.000007939225,0.000016691061,0.000009083346,0.000008456496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741864,0.00030730793,0.0005625917,0.0006090966,0.00082393765,0.00027844578],"domain_scores_gemma":[0.9977087,0.0004602911,0.00029380346,0.00088333647,0.00054333097,0.000110537825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002253731,0.00014843787,0.0005779271,0.00026096907,0.00012887859,0.000026843512,0.0003875455,0.00015652462,0.000017984335],"category_scores_gemma":[0.0010871511,0.00010047711,0.00012600319,0.0015018024,0.00093017996,0.0003482316,0.00030392394,0.00074897177,8.710543e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022863196,0.0015627551,0.7144999,0.000043417414,0.0006376925,0.000004968523,0.0016707241,0.00064205227,0.024609998,0.0022023374,0.000016302412,0.25182354],"study_design_scores_gemma":[0.0013093153,0.0008362803,0.98392236,0.000012082198,0.000082052415,0.0000013496908,0.0019835925,0.010442575,0.0010786038,0.00016696761,0.00008691037,0.000077926634],"about_ca_topic_score_codex":0.00018553337,"about_ca_topic_score_gemma":0.000081543214,"teacher_disagreement_score":0.26942247,"about_ca_system_score_codex":0.00011648004,"about_ca_system_score_gemma":0.0003175011,"threshold_uncertainty_score":0.40973377},"labels":[],"label_agreement":null},{"id":"W3184065880","doi":"10.13201/j.issn.2096-7993.2021.06.006","title":"[Influences of severe obstructive sleep apnea on cognitive function].","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polysomnography; Confounding; Cognition; Obstructive sleep apnea; Recall; Montreal Cognitive Assessment; Medicine; Effects of sleep deprivation on cognitive performance; Linear regression; Psychology; Audiology; Internal medicine; Apnea; Cognitive impairment; Psychiatry; Statistics; Cognitive psychology","score_opus":0.028982227709470048,"score_gpt":0.2721976557022041,"score_spread":0.24321542799273407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184065880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9566253,0.00039477294,0.00010552616,0.00043067127,0.00038286336,0.0008584704,0.0000615769,0.0000492825,0.041091546],"genre_scores_gemma":[0.99787384,0.000009267009,0.000120780576,0.00029081843,0.00017136337,0.00053211587,0.000035092,0.000023902612,0.0009427906],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99812955,0.00010992777,0.0002578385,0.00041671973,0.0006588405,0.000427102],"domain_scores_gemma":[0.9982156,0.0003503997,0.00010107789,0.0002742722,0.0008319672,0.0002266383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018753261,0.00015939135,0.00033134542,0.0001619134,0.00006945277,0.000017527465,0.00008227987,0.00010232959,0.00037026577],"category_scores_gemma":[0.0013952353,0.00013979313,0.00013239504,0.0006609582,0.0002614731,0.00012424923,0.00008106334,0.00031864768,0.00006463016],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016724007,0.00038293743,0.09639451,0.00018238595,0.0010499143,0.00018458217,0.000295476,0.000013159751,0.0011283536,0.0012199304,0.000072750096,0.8974036],"study_design_scores_gemma":[0.002041881,0.00012832001,0.9621698,0.000029252837,0.00021704285,0.00008182902,0.0015707738,0.000025019592,0.032627735,0.0006044716,0.0003707588,0.00013310458],"about_ca_topic_score_codex":0.000014616399,"about_ca_topic_score_gemma":0.0000055389405,"teacher_disagreement_score":0.8972705,"about_ca_system_score_codex":0.00009482688,"about_ca_system_score_gemma":0.000050511364,"threshold_uncertainty_score":0.57005984},"labels":[],"label_agreement":null},{"id":"W3184879455","doi":"10.1183/13993003.00606-2021","title":"Physical activity, sedentary behaviour and incidence of obstructive sleep apnoea in three prospective US cohorts","year":2021,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Sitting; Hazard ratio; Metabolic equivalent; Confidence interval; Confounding; Incidence (geometry); Prospective cohort study; Physical therapy; Epidemiology; Sedentary lifestyle; Physical activity; Internal medicine","score_opus":0.024843639524572504,"score_gpt":0.30635671973248607,"score_spread":0.28151308020791355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184879455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99585164,0.00041040094,0.00010915587,0.00009142934,0.00016222801,0.00042324292,0.000012895221,0.00001769337,0.0029213093],"genre_scores_gemma":[0.99910545,0.0000128236925,0.00032528435,0.000090472924,0.0003745765,0.0000057520747,0.0000012856474,0.000054756933,0.000029580384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99722904,0.00069015136,0.00037173077,0.00047820437,0.0008369733,0.00039389488],"domain_scores_gemma":[0.99839956,0.00012005064,0.000244294,0.000357593,0.00054570293,0.00033277657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007587296,0.00023559309,0.0005209457,0.00027924418,0.00013195311,0.000060497376,0.0001773696,0.00005341026,0.00009635975],"category_scores_gemma":[0.00040625987,0.00021792292,0.00013801554,0.00045900248,0.00039365652,0.00035023622,0.00037218156,0.0013298994,0.000016488619],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037707775,0.0004566628,0.90573233,0.000042179418,0.00011600747,0.0076277754,0.00051974563,0.000010582109,0.06684656,0.000069792026,0.000011332636,0.01818998],"study_design_scores_gemma":[0.0023551101,0.00048977643,0.95121217,0.00014166704,0.00008434947,0.0016198093,0.00035554226,0.00009621192,0.043243792,0.0002000613,0.00003195551,0.0001695665],"about_ca_topic_score_codex":0.000020408055,"about_ca_topic_score_gemma":0.000067983725,"teacher_disagreement_score":0.04547985,"about_ca_system_score_codex":0.00030172928,"about_ca_system_score_gemma":0.0001702414,"threshold_uncertainty_score":0.8886639},"labels":[],"label_agreement":null},{"id":"W3185303043","doi":"10.1097/sga.0000000000000574","title":"Identifying Predictors of Airway Complications During Conscious Sedation Procedures","year":2021,"lang":"en","type":"article","venue":"Gastroenterology Nursing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sedation; Airway; Medicine; Anesthesia; Intensive care medicine","score_opus":0.019849556828283686,"score_gpt":0.31612004462409277,"score_spread":0.29627048779580906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185303043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99239534,0.000106691565,0.00414912,0.0021086438,0.0002592244,0.00026185147,0.00001337948,0.00005650301,0.0006492686],"genre_scores_gemma":[0.9970952,0.000009499433,0.0025584232,0.00008354081,0.00008835805,0.000018919607,0.000068641246,0.00002007058,0.00005731588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866927,0.00010395067,0.0003148282,0.00030996275,0.00025107973,0.00035093984],"domain_scores_gemma":[0.9990786,0.000034971596,0.00012035381,0.00029514031,0.0003548739,0.00011607355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009598688,0.0001103405,0.00025204587,0.00020045915,0.00012457315,0.000012625226,0.00008354584,0.00006661154,0.000075846154],"category_scores_gemma":[0.0002054767,0.000119515484,0.000080645346,0.0001960761,0.0003624016,0.000094222196,0.000048693746,0.00022154258,0.000009809919],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026172787,0.00027451437,0.6071073,0.00018527117,0.00012433554,0.000028877768,0.00062824646,0.000020162965,0.39053145,0.00008434776,0.00007882899,0.00067493704],"study_design_scores_gemma":[0.0017507783,0.00018823564,0.90733224,0.00030421332,0.00010874516,0.00090924127,0.0009610943,0.00022685945,0.08806472,0.000101537495,0.000006118414,0.000046222904],"about_ca_topic_score_codex":0.0000033231324,"about_ca_topic_score_gemma":0.000021518526,"teacher_disagreement_score":0.30246675,"about_ca_system_score_codex":0.00016112815,"about_ca_system_score_gemma":0.00006489757,"threshold_uncertainty_score":0.48737},"labels":[],"label_agreement":null},{"id":"W3186008326","doi":"10.1371/journal.pone.0255306","title":"Circulating levels of cell adhesion molecules and risk of cardiovascular events in obstructive sleep apnea","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia Hospital; St. Paul's Hospital; Canadian Sleep & Circadian Network; Centre for Advancing Health Outcomes; University of British Columbia","funders":"Canadian Institutes of Health Research; British Columbia Lung Association","keywords":"Medicine; Obstructive sleep apnea; Internal medicine; Polysomnogram; Cohort; Cohort study; Disease; Sleep apnea; Gastroenterology; Cardiology; Apnea; Polysomnography","score_opus":0.04022393216285738,"score_gpt":0.25660440084656244,"score_spread":0.21638046868370506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186008326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99613214,0.0025817535,0.00032169218,0.000014468791,0.000014757132,0.0003596634,0.00004131645,0.000008400331,0.0005258345],"genre_scores_gemma":[0.99103016,0.00014462996,0.008739374,0.0000029892694,0.000025126845,0.000010569816,0.000008042163,0.000024303185,0.00001478136],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980838,0.00025009332,0.00034134812,0.00032365078,0.0007862745,0.00021487442],"domain_scores_gemma":[0.9988284,0.00015029061,0.00012470398,0.00040261672,0.0004054668,0.000088484725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030419065,0.00012258886,0.0006147351,0.00016216347,0.000027047905,0.0000024551377,0.00006477307,0.00009069433,0.00004304115],"category_scores_gemma":[0.0007704013,0.00012475526,0.00015188007,0.00037621183,0.000094088806,0.000062370396,0.0001391138,0.00026186107,0.0000026087328],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059600796,0.0006841196,0.34362286,0.00085697,0.0015970309,0.00008378012,0.0004693688,0.000060421604,0.645792,0.000015158732,5.1172712e-8,0.0067586284],"study_design_scores_gemma":[0.0013876735,0.000077413526,0.39975104,0.00019381245,0.00048993237,0.0000075169346,0.00045309868,0.001988134,0.595441,0.00014498048,3.3710896e-7,0.00006505844],"about_ca_topic_score_codex":0.00011583613,"about_ca_topic_score_gemma":0.0000054873544,"teacher_disagreement_score":0.05612818,"about_ca_system_score_codex":0.00006730554,"about_ca_system_score_gemma":0.000030446108,"threshold_uncertainty_score":0.5087372},"labels":[],"label_agreement":null},{"id":"W3186499484","doi":"10.1002/lary.29755","title":"Impact of Body Mass Index and Discomfort on Upper Airway Stimulation: ADHERE Registry 2020 Update","year":2021,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Body mass index; Adverse effect; Observational study; Epworth Sleepiness Scale; Internal medicine; Apnea; Physical therapy; Anesthesia; Polysomnography","score_opus":0.0139054531657778,"score_gpt":0.32341596421550367,"score_spread":0.3095105110497259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186499484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99061936,0.00046955075,0.00010950713,0.0018937993,0.0000680208,0.00031939973,0.000043685566,0.000021289403,0.0064554033],"genre_scores_gemma":[0.99774504,0.000089357745,0.00018244897,0.00014964858,0.0001550408,0.000008613037,0.00007678704,0.000029414128,0.0015636332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986975,0.0001060828,0.00021704675,0.00027713276,0.00043492223,0.00026727837],"domain_scores_gemma":[0.99894065,0.00010455022,0.00007785715,0.00063185074,0.00010263711,0.00014244733],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019382904,0.00015891712,0.0003059825,0.00004611111,0.00008347368,0.000029441137,0.0001312425,0.000083769286,0.0015416853],"category_scores_gemma":[0.000113604445,0.00009903367,0.00011555112,0.00030239523,0.00019189807,0.00009576318,0.00013623766,0.00037930615,0.000036285608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012042415,0.00022252808,0.95372796,0.0001366962,0.0004940845,0.00020890025,0.00014155099,0.00013186292,0.03728082,0.0005041788,0.0020998344,0.0038473683],"study_design_scores_gemma":[0.0022362345,0.0005829688,0.9805763,0.00012352008,0.00009442152,0.00009540385,0.00015616014,0.0024714626,0.01251676,0.00029609905,0.00071322825,0.00013745239],"about_ca_topic_score_codex":0.000060882925,"about_ca_topic_score_gemma":0.000007208145,"teacher_disagreement_score":0.026848353,"about_ca_system_score_codex":0.00008085104,"about_ca_system_score_gemma":0.000117870615,"threshold_uncertainty_score":0.99937105},"labels":[],"label_agreement":null},{"id":"W3186834795","doi":"10.1016/j.bjorlp.2021.03.005","title":"10.1016/j.bjorlp.2021.03.005","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.009478668169100495,"score_gpt":0.23425712050902237,"score_spread":0.22477845233992186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186834795","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004109974,0.00007416544,0.0000011408213,0.0011733919,0.0000019648598,0.00044708,0.000014899274,0.000093467774,0.99408394],"genre_scores_gemma":[0.0011877012,2.8825863e-7,0.0003296841,0.00006437806,0.0003669243,0.00002983215,0.000026728216,0.000045019355,0.9979494],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845874,0.00005258262,0.0001965578,0.00033894615,0.0004915644,0.00046158864],"domain_scores_gemma":[0.9989233,0.00006352383,0.000018965526,0.00049684104,0.0001070408,0.0003903116],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018500994,0.00016207951,0.00026150406,0.00016415399,0.000069751964,0.000028285667,0.0001789321,0.00008243706,0.99943334],"category_scores_gemma":[0.0001303651,0.0001476625,0.000088837565,0.00042502393,0.00008093614,0.00007728723,0.000066425164,0.0002590739,0.9983551],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003932576,0.00012379438,0.0000029345097,0.000015839983,0.00006509755,0.00006571539,0.00001965037,0.000005674226,0.0009942497,0.0000016371839,0.08981361,0.9084985],"study_design_scores_gemma":[0.00093283027,0.0003874688,0.00046174906,0.000023110142,0.0000387541,0.000044188855,0.0000027289173,0.00029506607,0.0012348272,0.0000063880557,0.9964233,0.00014959826],"about_ca_topic_score_codex":0.000023087268,"about_ca_topic_score_gemma":1.7157653e-7,"teacher_disagreement_score":0.9083489,"about_ca_system_score_codex":0.00012459686,"about_ca_system_score_gemma":0.000039640632,"threshold_uncertainty_score":0.6021502},"labels":[],"label_agreement":null},{"id":"W3187601935","doi":"10.1016/j.parkreldis.2021.07.031","title":"Patients with REM sleep behavior disorder have higher serum levels of allantoin","year":2021,"lang":"en","type":"article","venue":"Parkinsonism & Related Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministerstvo Zdravotnictví Ceské Republiky; Grantová Agentura České Republiky","keywords":"Allantoin; Internal medicine; Montreal Cognitive Assessment; Parkinson's disease; Biomarker; Gastroenterology; Endocrinology; Medicine; Psychology; Disease; Chemistry; Biochemistry; Cognitive impairment","score_opus":0.010585214621520156,"score_gpt":0.2590874380539821,"score_spread":0.24850222343246195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187601935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844209,0.0010525336,0.00011695366,0.0009829745,0.00026764942,0.0009384088,0.00015528726,0.00009988998,0.011965432],"genre_scores_gemma":[0.9963895,0.000107056934,0.0008226304,0.000101733014,0.000021808188,0.00006773304,0.0001367473,0.000117305295,0.0022354936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967657,0.0001824719,0.0005683818,0.0007223297,0.0010665494,0.0006945781],"domain_scores_gemma":[0.99811727,0.00010697687,0.00021331826,0.00074917555,0.0005305638,0.00028268143],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017192512,0.00037697807,0.0005855538,0.0002144151,0.00014653831,0.00002919946,0.00019774241,0.0003090217,0.003074364],"category_scores_gemma":[0.00012242293,0.00032339722,0.00019838935,0.00064961746,0.00035937087,0.00015476394,0.00015026832,0.00064688444,0.000091908485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003534792,0.0015650766,0.7827993,0.00010162821,0.00059577776,0.00010520742,0.00055408635,0.000043123266,0.0009359685,0.00021549355,0.000055922494,0.21267493],"study_design_scores_gemma":[0.008879083,0.0005052727,0.95895,0.00008403993,0.00039006496,0.00001704088,0.0004811013,0.00018880304,0.0017548706,0.00020341233,0.028164102,0.00038220355],"about_ca_topic_score_codex":0.00011395062,"about_ca_topic_score_gemma":0.00016447635,"teacher_disagreement_score":0.21229273,"about_ca_system_score_codex":0.00012838523,"about_ca_system_score_gemma":0.000119426855,"threshold_uncertainty_score":0.9999218},"labels":[],"label_agreement":null},{"id":"W3187816564","doi":"10.1212/wnl.94.15_supplement.5289","title":"Sleep Disturbances and Idiopathic Intracranial Hypertension in Men (5289)","year":2020,"lang":"en","type":"article","venue":"Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Sleep (system call); Cardiology; Pediatrics; Internal medicine","score_opus":0.021329689494815226,"score_gpt":0.26127658699390577,"score_spread":0.23994689749909054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187816564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96736425,0.00044699956,0.00003824201,0.030964749,0.000094303046,0.00022434715,0.000001508851,0.00003267793,0.0008329425],"genre_scores_gemma":[0.99553096,0.00004240467,0.00005724416,0.0041114376,0.00022893236,0.000009170883,0.0000021066014,0.0000149154175,0.0000028287266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989725,0.00012318097,0.0001587261,0.00033874266,0.00016403441,0.00024282823],"domain_scores_gemma":[0.99960494,0.000070717506,0.000025536297,0.000115124276,0.00003666633,0.00014704042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010540043,0.00009509646,0.00027524738,0.000065522356,0.0000283709,0.0000064520746,0.00006673229,0.00010376502,0.000040066043],"category_scores_gemma":[0.0003270934,0.00008026923,0.000022755625,0.00016612273,0.00016038735,0.00004449168,0.00009457513,0.00048595172,0.00003473487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007978187,0.00019011207,0.6994892,0.00017937046,0.000045358007,0.0065848827,0.000805957,0.000010856008,0.18138823,0.00052366254,0.00014412001,0.102660075],"study_design_scores_gemma":[0.0033599082,0.002945764,0.96507955,0.000005572392,0.000026519096,0.00057874207,0.000028374076,0.025654726,0.00083653716,0.00020008264,0.0011838431,0.00010037292],"about_ca_topic_score_codex":0.000049019425,"about_ca_topic_score_gemma":0.000020035133,"teacher_disagreement_score":0.26559037,"about_ca_system_score_codex":0.000008564941,"about_ca_system_score_gemma":0.000010509678,"threshold_uncertainty_score":0.3273284},"labels":[],"label_agreement":null},{"id":"W3188232645","doi":"10.1016/j.ijporl.2021.110867","title":"Comparison of polysomnography, sleep apnea screening test and cardiopulmonary coupling in the diagnosis of pediatric obstructive sleep apnea syndrome","year":2021,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Science and Technology Commission of Shanghai Municipality; National Natural Science Foundation of China","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Sleep apnea; Apnea; Sleep (system call); Anesthesia; Cardiology; Physical therapy","score_opus":0.027495549103161033,"score_gpt":0.3223080883780091,"score_spread":0.2948125392748481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188232645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866178,0.0108254645,0.0007030096,0.00058843655,0.00077066576,0.0002790152,0.00007133781,0.00000828067,0.00013599281],"genre_scores_gemma":[0.99610066,0.00073844334,0.0018080086,0.000052493346,0.0012295524,0.000016230513,0.000020075466,0.00003067716,0.000003884164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960499,0.00026956844,0.0015073882,0.00035231854,0.0014432454,0.00037762456],"domain_scores_gemma":[0.99440527,0.0023350657,0.0011504124,0.00029929559,0.0016437395,0.00016622808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009884429,0.00026664755,0.0010142069,0.0016539211,0.0000647825,0.000029915902,0.0006659878,0.00023232415,0.00006101845],"category_scores_gemma":[0.0016308826,0.00022309531,0.0004061667,0.0011667858,0.00025997526,0.0002905552,0.00028940145,0.0010813904,0.0000019988754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003128492,0.00077894644,0.9920471,0.00012936974,0.0006112314,0.0019148951,0.0006955816,0.00032737918,0.0008072378,0.00008487028,0.000035933746,0.0022546567],"study_design_scores_gemma":[0.0023920077,0.0007952542,0.9873422,0.000027087315,0.0006980741,0.0034555723,0.0015958268,0.0023212188,0.0010585622,0.0001243655,0.000025668707,0.00016420141],"about_ca_topic_score_codex":0.00010504887,"about_ca_topic_score_gemma":0.000013537984,"teacher_disagreement_score":0.010087022,"about_ca_system_score_codex":0.00010520037,"about_ca_system_score_gemma":0.0001364054,"threshold_uncertainty_score":0.9097563},"labels":[],"label_agreement":null},{"id":"W3189158358","doi":"10.1136/rapm-2020-102388","title":"Simple screening model for identifying the risk of sleep apnea in patients on opioids for chronic pain","year":2021,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Western Hospital; University of Toronto; University Health Network","funders":"University Health Network Foundation","keywords":"Medicine; Polysomnography; Anesthesia; Apnea; Obstructive sleep apnea; Apnea–hypopnea index; Chronic pain; Sleep apnea; Oxygen saturation; Physical therapy; Oxygen","score_opus":0.04936670853898713,"score_gpt":0.32245844617899383,"score_spread":0.2730917376400067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189158358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5633019,0.0012279524,0.38251555,0.04995085,0.000018549305,0.002920981,0.0000054360803,0.000041077805,0.000017676446],"genre_scores_gemma":[0.98464835,0.00006264774,0.0037986215,0.010053016,0.00045573886,0.00036721202,0.0003693067,0.00007357117,0.00017152872],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9967366,0.00067751395,0.0006014121,0.0004966022,0.0009511676,0.0005367199],"domain_scores_gemma":[0.99501944,0.0034691899,0.00024135657,0.00049781357,0.00061353913,0.0001586768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00540527,0.0002571785,0.0005996417,0.00024037235,0.00018637304,0.000009595556,0.00024548106,0.00012905594,0.000032627275],"category_scores_gemma":[0.0024255787,0.00017517028,0.00024439502,0.00046829804,0.00032147727,0.000061870836,0.000022088967,0.00034377005,0.0000016527856],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00825136,0.0021010537,0.70184773,0.004529692,0.0011282134,0.00018628089,0.004150726,0.018177293,0.0053378195,0.010074749,0.023914121,0.22030096],"study_design_scores_gemma":[0.008325719,0.0021341846,0.09749624,0.0006792127,0.00017701121,0.000017377573,0.0009871,0.87676466,0.0005499424,0.0027476116,0.009916972,0.00020399316],"about_ca_topic_score_codex":0.00007178347,"about_ca_topic_score_gemma":0.000040001516,"teacher_disagreement_score":0.8585873,"about_ca_system_score_codex":0.00022058001,"about_ca_system_score_gemma":0.0001342508,"threshold_uncertainty_score":0.71432364},"labels":[],"label_agreement":null},{"id":"W3190755939","doi":"10.1109/access.2021.3103049","title":"Stereo Laryngoscopic Impact Site Prediction for Droplet-Based Stimulation of the Laryngeal Adductor Reflex","year":2021,"lang":"en","type":"article","venue":"IEEE Access","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Leibniz-Gemeinschaft; Deutsche Forschungsgemeinschaft","keywords":"Larynx; Reflex; Glottis; Computer science; Artificial intelligence; Medicine; Biomedical engineering; Computer vision; Anatomy; Anesthesia","score_opus":0.05359191202652186,"score_gpt":0.3993726380090091,"score_spread":0.3457807259824872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190755939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946577,0.000083033614,0.0028141732,0.00048062476,0.00050354836,0.0008957753,0.0003175502,0.00003524414,0.00021236134],"genre_scores_gemma":[0.9987433,0.000002579462,0.00037892823,0.00014078102,0.00031904393,0.00005003436,0.00016724908,0.000029314437,0.00016878676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986113,0.00010730867,0.00027800642,0.0002775742,0.00047479096,0.00025107287],"domain_scores_gemma":[0.9985195,0.00017298713,0.00012374143,0.0005305563,0.00055786874,0.000095342606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001890366,0.00012847487,0.00025082604,0.00010357541,0.00009001355,0.000043706397,0.0001862781,0.00009800765,0.00026385352],"category_scores_gemma":[0.0002635189,0.00009071167,0.00018538935,0.00045810716,0.00007482363,0.0002461103,0.00006333276,0.00018561503,0.0000057038274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007458215,0.00028606612,0.63325226,0.0004920589,0.00018380898,0.00001268002,0.00013812655,0.000735867,0.35646626,0.00002245162,0.0008141797,0.006850399],"study_design_scores_gemma":[0.0026737205,0.00027478853,0.7033025,0.00008761869,0.00011712382,0.000007520968,0.000017003302,0.01429899,0.2788278,0.000061167484,0.0002626149,0.000069134665],"about_ca_topic_score_codex":0.00008980476,"about_ca_topic_score_gemma":0.00006703748,"teacher_disagreement_score":0.07763846,"about_ca_system_score_codex":0.00021511724,"about_ca_system_score_gemma":0.00022941543,"threshold_uncertainty_score":0.36991143},"labels":[],"label_agreement":null},{"id":"W3191045637","doi":"10.1016/j.sleep.2021.07.036","title":"Positional device therapy for the treatment of positional obstructive sleep apnea in children: a pilot study","year":2021,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Supine position; Medicine; Interquartile range; Obstructive sleep apnea; Continuous positive airway pressure; Polysomnogram; Polysomnography; Body mass index; Pediatrics; Physical therapy; Internal medicine; Apnea","score_opus":0.036950497186785385,"score_gpt":0.3370569915681249,"score_spread":0.3001064943813395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191045637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98502165,0.005187692,0.00059066137,0.0047711707,0.00026656257,0.0036252586,0.00011442893,0.000025166943,0.00039740207],"genre_scores_gemma":[0.9969999,0.00017104203,0.00060923013,0.0004300151,0.0007410642,0.0005808431,0.0003486489,0.000041833995,0.00007740887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99734765,0.00019204794,0.0005612255,0.0005447894,0.00093820854,0.0004161025],"domain_scores_gemma":[0.99761426,0.0008346852,0.00013686043,0.0005272537,0.0007253889,0.00016155264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003587352,0.0002988436,0.0006395903,0.00025449228,0.00015823437,0.000010048683,0.00017457081,0.000057417492,0.0006523205],"category_scores_gemma":[0.00018447629,0.00018770319,0.00013586809,0.0007033776,0.00038612421,0.000073555304,0.000038719976,0.00021786179,0.000008550147],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009933009,0.022899726,0.77245307,0.00007025494,0.0048639975,0.00023428911,0.0049295323,0.00009586916,0.03999847,0.0021715767,0.00010642853,0.14224379],"study_design_scores_gemma":[0.024522386,0.02120875,0.9453408,0.000049624603,0.0003636816,0.00023202627,0.0027553174,0.0006896671,0.0041704634,0.00035500355,0.00016173434,0.0001505077],"about_ca_topic_score_codex":0.0002450711,"about_ca_topic_score_gemma":0.0000846866,"teacher_disagreement_score":0.17288779,"about_ca_system_score_codex":0.00034818426,"about_ca_system_score_gemma":0.00010362582,"threshold_uncertainty_score":0.76543134},"labels":[],"label_agreement":null},{"id":"W3194406051","doi":"10.1136/bcr-2021-244029","title":"Severe obstructive sleep apnoea, aortic dissection and aortopulmonary fistula in a 56-year-old patient with syncope","year":2021,"lang":"en","type":"article","venue":"BMJ Case Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Cardiogenic shock; Aortic dissection; Complication; Cardiology; Internal medicine; Surgery; Aorta; Myocardial infarction","score_opus":0.012598570764977772,"score_gpt":0.28967769355003514,"score_spread":0.27707912278505736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194406051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99480784,0.00029856458,0.00004896538,0.00023414295,0.00020446497,0.0011733926,0.0000075521934,0.000048780053,0.0031763122],"genre_scores_gemma":[0.9982221,0.000012456285,0.0009491449,0.00005347559,0.00010851372,0.00015994943,0.000049228503,0.00004720923,0.00039793184],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9975094,0.00011723517,0.0005785858,0.0007563737,0.0006293827,0.00040897392],"domain_scores_gemma":[0.9984507,0.00008245208,0.0002135719,0.0006371558,0.00032411623,0.00029201218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002447277,0.00024485096,0.0004351337,0.00018961422,0.00010814922,0.000039385253,0.000019765688,0.00012873691,0.00020707924],"category_scores_gemma":[0.00043799193,0.00021071336,0.00008813462,0.00059527444,0.00013681382,0.00017612724,0.00013320398,0.00041206463,0.0000069763537],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039924154,0.00020832276,0.23323478,0.00016153882,0.00013330614,0.726197,0.0004478658,0.000015152364,0.0009932837,0.000020374524,0.000018136921,0.038170967],"study_design_scores_gemma":[0.000803788,0.0003524717,0.19964305,0.00018302661,0.00011013704,0.79323184,0.0028541961,0.00034184539,0.0019894647,0.00012176809,0.0001245423,0.00024388463],"about_ca_topic_score_codex":0.0004457144,"about_ca_topic_score_gemma":0.00037418242,"teacher_disagreement_score":0.06703481,"about_ca_system_score_codex":0.00032492066,"about_ca_system_score_gemma":0.00015036642,"threshold_uncertainty_score":0.85926414},"labels":[],"label_agreement":null},{"id":"W3194799641","doi":"10.1007/s11517-021-02421-y","title":"A feature reduction and selection algorithm for improved obstructive sleep apnea classification process","year":2021,"lang":"en","type":"article","venue":"Medical & Biological Engineering & Computing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Overfitting; Feature selection; Computer science; Feature (linguistics); Reduction (mathematics); Pattern recognition (psychology); Artificial intelligence; Algorithm; Data mining; Statistical classification; Relevance (law); Outcome (game theory); Dimensionality reduction; Machine learning; Mathematics; Artificial neural network","score_opus":0.01897927114339228,"score_gpt":0.2970027603997913,"score_spread":0.278023489256399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194799641","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41575322,0.00033676764,0.5808551,0.0018980434,0.0003355743,0.00057086995,0.000008436228,0.00019107405,0.00005093842],"genre_scores_gemma":[0.9315309,0.000012568135,0.06730124,0.00007581676,0.00083820784,0.00005172787,0.00013151344,0.000026133743,0.00003190797],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99835736,0.000053601394,0.00024968904,0.0006081501,0.00029851426,0.00043266357],"domain_scores_gemma":[0.9988574,0.0002326416,0.000070860784,0.000106738546,0.00041514984,0.00031723073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003955448,0.00020632353,0.00035708514,0.0000913241,0.00014549964,0.00003568925,0.00008542722,0.00039945787,0.00003998903],"category_scores_gemma":[0.0019070323,0.00016766474,0.0000891647,0.00047706073,0.0001218616,0.000058079328,0.00008369917,0.00070677826,0.0000028621362],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073907,0.000121355064,0.0017478621,0.00018416859,0.00012458982,0.000015677764,0.00011315074,0.00010393626,0.11080836,0.00021241882,0.000021990385,0.8864726],"study_design_scores_gemma":[0.0011240216,0.00026823205,0.047436565,0.00007026454,0.000037265334,0.0006770098,0.00023442534,0.94220483,0.0071650906,0.000074541545,0.00052309,0.00018463598],"about_ca_topic_score_codex":0.0000023951238,"about_ca_topic_score_gemma":2.3747927e-7,"teacher_disagreement_score":0.94210094,"about_ca_system_score_codex":0.00014106193,"about_ca_system_score_gemma":0.00006162137,"threshold_uncertainty_score":0.68371695},"labels":[],"label_agreement":null},{"id":"W3195719007","doi":"10.5664/jcsm.9630","title":"Obstructive sleep apnea predicts 10-year cardiovascular disease–related mortality in the Sleep Heart Health Study: a machine learning approach","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Case Western Reserve University; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Medicine; Obstructive sleep apnea; Confidence interval; Receiver operating characteristic; Sleep apnea; Population; Sleep study; Sleep (system call); Internal medicine; Cardiology; Apnea; Emergency medicine; Polysomnography; Environmental health","score_opus":0.07352001833946648,"score_gpt":0.3972142617283605,"score_spread":0.323694243388894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195719007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9687052,0.013958957,0.0012245803,0.011166951,0.0011856883,0.001913763,0.000018375169,0.000053706248,0.0017728085],"genre_scores_gemma":[0.995391,0.00043276488,0.0008382848,0.0009766072,0.0020605691,0.00003319463,0.00007844222,0.00008142446,0.00010769671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98271275,0.0064094663,0.004232722,0.0009928695,0.0047026286,0.0009495609],"domain_scores_gemma":[0.9924074,0.0019424201,0.0012147066,0.0014770168,0.0014400716,0.0015184047],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.021762194,0.00053780497,0.0034393447,0.00044998762,0.00027139226,0.000048205737,0.00070219795,0.0003011144,0.0006000287],"category_scores_gemma":[0.018267043,0.00033758953,0.0014641897,0.001927913,0.000843215,0.00026854267,0.000282511,0.0051682107,0.000027806409],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002349206,0.00434798,0.93339705,0.00029112888,0.0061288057,0.0036350528,0.0023576927,0.0022330706,0.000019382309,0.000085731604,0.00030271805,0.044852152],"study_design_scores_gemma":[0.020452702,0.00486191,0.94359285,0.00026871532,0.0021941697,0.0009085868,0.0074034412,0.015078459,0.000005631929,0.00024456295,0.004717218,0.0002717441],"about_ca_topic_score_codex":0.00020354753,"about_ca_topic_score_gemma":0.000024396977,"teacher_disagreement_score":0.044580407,"about_ca_system_score_codex":0.00033142854,"about_ca_system_score_gemma":0.000503862,"threshold_uncertainty_score":0.9999076},"labels":[],"label_agreement":null},{"id":"W3196026788","doi":"10.1016/j.asoc.2021.107827","title":"Ensemble-learning regression to estimate sleep apnea severity using at-home oximetry in adults","year":2021,"lang":"en","type":"article","venue":"Applied Soft Computing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Interreg; National Institute on Aging; National Institutes of Health; Sociedad Española Del Sueño; National Heart, Lung, and Blood Institute; Centro de Investigación Biomédica en Red Diabetes y Enfermedades Metabólicas Asociadas; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; European Commission; Ministerio de Ciencia e Innovación; University of Missouri; York University; Ministerio de Ciencia, Innovación y Universidades; Instituto de Salud Carlos III; Sociedad Española de Neumología y Cirugía Torácica; European Social Fund; Centro de Investigación Biomédica en Red en Bioingeniería, Biomateriales y Nanomedicina; University of Minnesota; Case Western Reserve University; Boston University; European Regional Development Fund; University of Washington; Johns Hopkins University; University of Arizona; Agencia Estatal de Investigación; University of California, Davis; Ministerio de Educación, Cultura y Deporte; New York University","keywords":"Obstructive sleep apnea; Sleep apnea; Regression analysis; Medicine; Regression; Ensemble learning; Apnea; Audiology; Psychology; Internal medicine; Computer science; Statistics; Artificial intelligence; Machine learning; Mathematics","score_opus":0.01812252125483625,"score_gpt":0.32038153933661523,"score_spread":0.30225901808177896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196026788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95874065,0.000114035356,0.037867676,0.00015248696,0.00017110237,0.0004984889,0.0000013399266,0.00017876415,0.002275426],"genre_scores_gemma":[0.93496084,7.7968707e-7,0.06453968,0.00018122346,0.00016132038,0.000007734207,0.00003194065,0.000070350325,0.00004612063],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9970426,0.00013374806,0.0004940508,0.0008350893,0.00066673517,0.0008278082],"domain_scores_gemma":[0.9984862,0.000382186,0.00013791426,0.00043676642,0.00021475952,0.0003421576],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061584,0.00029732258,0.00057083,0.00030709212,0.00035180044,0.000050183156,0.00016270204,0.0001806666,0.00006943781],"category_scores_gemma":[0.00053231016,0.0003058877,0.000091850845,0.0012307732,0.000064213586,0.000059511953,0.0009673102,0.0008855137,0.00011689523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010788615,0.0002882108,0.2221906,0.0007050478,0.0001021989,0.0010697915,0.0029004533,0.01789958,0.35197267,0.0002274461,0.000017893703,0.40154722],"study_design_scores_gemma":[0.004373474,0.00011576903,0.12030307,0.00077107386,0.000051192586,0.00036609644,0.0014153731,0.79814345,0.07350865,0.00014112951,0.00018273444,0.00062800915],"about_ca_topic_score_codex":0.00004343149,"about_ca_topic_score_gemma":0.00001790664,"teacher_disagreement_score":0.7802438,"about_ca_system_score_codex":0.00058510975,"about_ca_system_score_gemma":0.000057336776,"threshold_uncertainty_score":0.9999393},"labels":[],"label_agreement":null},{"id":"W3196066694","doi":"10.1164/rccm.202102-0452rr","title":"Alternative and Complementary Treatments for Obstructive Sleep Apnea","year":2021,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Intensive care medicine; Sleep (system call); Continuous positive airway pressure; Anesthesia","score_opus":0.041470112898148566,"score_gpt":0.3649677545734463,"score_spread":0.32349764167529776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196066694","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29959014,0.04416118,0.0038560114,0.6466588,0.0019344472,0.0019021553,0.0008380878,0.000033712982,0.0010254793],"genre_scores_gemma":[0.51461303,0.00026327328,0.004461921,0.4663712,0.013745329,0.00007305018,0.00025081023,0.00016709603,0.000054278855],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99680144,0.00038756395,0.0007690645,0.0005319605,0.0009866034,0.000523361],"domain_scores_gemma":[0.9952653,0.0016712564,0.00037750567,0.00027718738,0.0019031813,0.0005055371],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00031893395,0.00044250523,0.0016272343,0.00042379723,0.0001566123,0.000029279177,0.00016181498,0.0001825478,0.00015765427],"category_scores_gemma":[0.0011372799,0.0003269144,0.00021291527,0.00022855353,0.0033313266,0.00011608533,0.000104465515,0.0017137789,6.851535e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003321907,0.0002279586,0.026382765,0.0033407346,0.0054689683,0.022118563,0.005691605,4.6472888e-7,0.0017248786,0.0005879508,0.05488986,0.87624437],"study_design_scores_gemma":[0.028533256,0.107634105,0.017640468,0.0034179073,0.014529253,0.008733282,0.09940477,0.0000836,0.0024504936,0.0023513774,0.71360755,0.001613955],"about_ca_topic_score_codex":0.000043108546,"about_ca_topic_score_gemma":0.0000023197636,"teacher_disagreement_score":0.8746304,"about_ca_system_score_codex":0.0002686418,"about_ca_system_score_gemma":0.00013335767,"threshold_uncertainty_score":0.9999183},"labels":[],"label_agreement":null},{"id":"W3196170572","doi":"10.1007/s11325-021-02450-9","title":"Diagnostic accuracy of screening questionnaires for obstructive sleep apnoea in adults in different clinical cohorts: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"NIHR Leicester Biomedical Research Centre; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Meta-analysis; Cohort study; Cohort; Polysomnography; Observational study; Otorhinolaryngology; Prospective cohort study; Internal medicine; Physical therapy; Surgery; Apnea","score_opus":0.08709307272776681,"score_gpt":0.41038085701423216,"score_spread":0.3232877842864653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196170572","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046094743,0.9903926,0.00074978423,0.00014552368,0.00005336068,0.008016762,0.00015306845,0.000017147964,0.000010749888],"genre_scores_gemma":[0.007255605,0.98930407,0.0010912179,0.00007035301,0.00005971828,0.001911078,0.00023574926,0.000059952996,0.00001224617],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9930685,0.0016858404,0.0030962664,0.0011219828,0.0005638134,0.0004635761],"domain_scores_gemma":[0.98546475,0.011990639,0.0012127846,0.00071630767,0.00036618352,0.00024936322],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0025669963,0.00069252774,0.014722321,0.00092774606,0.000068248046,0.000057111927,0.00021828961,0.0003940179,0.00003616373],"category_scores_gemma":[0.020440858,0.00045087308,0.002356858,0.0012153503,0.00020378955,0.00016653712,0.0002845227,0.00093240343,6.8876176e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028107846,0.00020849585,0.0028328605,0.8219255,0.07147759,0.00016659586,0.00020798929,9.734756e-7,3.254619e-8,0.000075353295,0.000001526433,0.10307494],"study_design_scores_gemma":[0.001060332,0.00014523404,0.0022674904,0.30375996,0.69147086,0.00017448112,0.0002037255,0.00041849434,3.9701175e-7,0.00003111625,0.000085790096,0.00038207835],"about_ca_topic_score_codex":0.0002163839,"about_ca_topic_score_gemma":0.00015575752,"teacher_disagreement_score":0.6199933,"about_ca_system_score_codex":0.00016432634,"about_ca_system_score_gemma":0.00006355815,"threshold_uncertainty_score":0.99990517},"labels":[],"label_agreement":null},{"id":"W3196338324","doi":"10.1183/16000617.0200-2021","title":"European Respiratory Society guideline on non-CPAP therapies for obstructive sleep apnoea","year":2021,"lang":"en","type":"review","venue":"European Respiratory Review","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":204,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Vlaamse regering; European Respiratory Society","keywords":"Medicine; Guideline; Continuous positive airway pressure; Systematic review; Grading (engineering); MEDLINE; Intensive care medicine; Evidence-based medicine; Physical therapy; Manual therapy; Obstructive sleep apnea; Alternative medicine; Pathology; Internal medicine","score_opus":0.1300259672275229,"score_gpt":0.4058997428251749,"score_spread":0.27587377559765197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196338324","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000044886074,0.9580298,0.00026103965,0.00025283644,0.00078347593,0.008545691,0.00037761778,0.00030050427,0.031444516],"genre_scores_gemma":[0.0000013796831,0.9724139,0.0021830066,0.018966688,0.0032794406,0.00048782738,0.00051114673,0.0012500049,0.00090663176],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98272765,0.006953187,0.00416422,0.0029949632,0.0016697065,0.0014902505],"domain_scores_gemma":[0.99035853,0.0008513621,0.0019512776,0.004128123,0.0018142643,0.0008964687],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.008454442,0.0021363376,0.006756944,0.0004526564,0.0005345046,0.0001920534,0.0016787216,0.00037871557,0.00087611354],"category_scores_gemma":[0.00252785,0.0016734068,0.005550578,0.0016289332,0.0006201446,0.00020523807,0.0009152365,0.002781185,0.0028238117],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031370466,0.00019809838,0.000004823518,0.08121332,0.001717683,0.00062435406,0.000069984046,2.8413598e-7,0.00002278473,0.00012828881,0.072149806,0.8438392],"study_design_scores_gemma":[0.0014251482,0.0008811311,0.000047679318,0.10350267,0.0031886476,0.0000972696,0.000061311126,0.0000019544268,0.000009954336,0.0000028880852,0.88955253,0.0012288417],"about_ca_topic_score_codex":0.000001091936,"about_ca_topic_score_gemma":7.009679e-7,"teacher_disagreement_score":0.84261036,"about_ca_system_score_codex":0.0008858708,"about_ca_system_score_gemma":0.00075813907,"threshold_uncertainty_score":0.99951947},"labels":[],"label_agreement":null},{"id":"W3196390997","doi":"10.2147/nss.s322426","title":"Electroencephalographic Activity and Cognitive Function in Middle-Aged Patients with Obstructive Sleep Apnea Before and After Continuous Positive Airway Pressure Treatment","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Second Affiliated Hospital of Soochow University; Soochow University; National Natural Science Foundation of China","keywords":"Medicine; Pittsburgh Sleep Quality Index; Polysomnography; Epworth Sleepiness Scale; Obstructive sleep apnea; Continuous positive airway pressure; Electroencephalography; Montreal Cognitive Assessment; Apnea; Anesthesia; Sleep apnea; Cardiology; Internal medicine; Physical therapy; Insomnia; Sleep quality; Cognitive impairment; Psychiatry","score_opus":0.004593819552317208,"score_gpt":0.23352824899778618,"score_spread":0.22893442944546896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196390997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967645,0.0019814451,0.000043288685,0.00012858579,0.000054143708,0.00073065044,0.00006329259,0.000010135984,0.00022399564],"genre_scores_gemma":[0.9996154,0.00003070897,0.0001844926,0.00005050698,0.000023967412,0.000039401784,0.000016498638,0.000011789491,0.000027273643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981243,0.00008407298,0.00014401515,0.00069419254,0.0005620549,0.00039138994],"domain_scores_gemma":[0.99874973,0.000107903244,0.000089235684,0.00015112112,0.0007077397,0.00019426648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000175245,0.0002210041,0.00038647922,0.00034242612,0.00015732173,0.000047891666,0.000049742983,0.00018616964,0.000011621809],"category_scores_gemma":[0.000152129,0.00015881626,0.0000349788,0.000946544,0.0014027063,0.00046550686,0.00007905535,0.0005138512,2.0183286e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027755063,0.00033405214,0.88967884,0.00006279929,0.00021896508,0.00007245143,0.001533009,3.8680807e-7,0.00915152,0.000066188535,1.5223571e-7,0.09610611],"study_design_scores_gemma":[0.003952874,0.0029254053,0.9708515,0.00010867055,0.00031802626,0.000046369863,0.0008106126,0.00020609375,0.02051831,0.00012763299,0.0000019747013,0.00013254011],"about_ca_topic_score_codex":0.000041193784,"about_ca_topic_score_gemma":0.00034674953,"teacher_disagreement_score":0.095973566,"about_ca_system_score_codex":0.000055470897,"about_ca_system_score_gemma":0.000065891036,"threshold_uncertainty_score":0.6476339},"labels":[],"label_agreement":null},{"id":"W3196777516","doi":"10.21203/rs.3.rs-757639/v1","title":"Improving Adherence and Quality of Life of CPAP for Obstructive Sleep Apnea With An Intervention Based On Stratification and Personalization of Care Plans: A Randomized Controlled Trial","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Air Liquide (Canada)","funders":"","keywords":"Personalization; Randomized controlled trial; Obstructive sleep apnea; Medicine; Risk stratification; Intervention (counseling); Stratification (seeds); Quality of life (healthcare); Intensive care medicine; Physical therapy; Emergency medicine; Computer science; Internal medicine; Nursing; World Wide Web","score_opus":0.06681717714259205,"score_gpt":0.4077828962661554,"score_spread":0.3409657191235633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196777516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.962308,0.0009218385,0.019541485,0.000059419304,0.00006398173,0.016599968,0.00041393068,0.000011830814,0.00007953867],"genre_scores_gemma":[0.99460584,0.0000341355,0.0025047597,0.0000022388951,0.00007793576,0.001862305,0.0008711865,0.00003150106,0.000010107265],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9932694,0.0030313984,0.0011794444,0.0006977359,0.0015609451,0.00026108677],"domain_scores_gemma":[0.98994523,0.0031630949,0.0010130993,0.0005490811,0.0051450864,0.00018438109],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0049899775,0.00024912812,0.0021587876,0.00057530665,0.00008097533,0.000056587338,0.0001468362,0.0002965397,0.000046471316],"category_scores_gemma":[0.010751764,0.00019167786,0.0003575508,0.00026999367,0.0007842112,0.00011456563,0.00012911607,0.00059459714,5.7057218e-8],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9509653,0.00055029144,0.002565269,0.025221962,0.00055584504,0.0000012578043,0.003018844,0.0000843263,0.0067552123,0.00050958124,2.4733896e-7,0.009771894],"study_design_scores_gemma":[0.8600131,0.00860213,0.0063161943,0.0023401617,0.00032687775,6.840527e-7,0.026153214,0.088183016,0.0077682477,0.00012703173,1.6155245e-7,0.00016912799],"about_ca_topic_score_codex":0.00090017245,"about_ca_topic_score_gemma":0.00027136446,"teacher_disagreement_score":0.09095211,"about_ca_system_score_codex":0.00015027903,"about_ca_system_score_gemma":0.00059055357,"threshold_uncertainty_score":0.99758106},"labels":[],"label_agreement":null},{"id":"W3196802657","doi":"10.1016/j.ajodo.2021.03.013","title":"Pharyngeal airway dimensional changes after orthodontic treatment with premolar extractions: A systematic review with meta-analysis","year":2021,"lang":"en","type":"review","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Premolar; Dentistry; Orthodontics; Airway; Meta-analysis; Molar; Surgery; Internal medicine","score_opus":0.06906597404450476,"score_gpt":0.3721232580869409,"score_spread":0.30305728404243615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196802657","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003412867,0.99472284,0.0018749684,0.00028140223,0.00008022875,0.0025031178,0.00015146207,0.000017185206,0.00002752996],"genre_scores_gemma":[0.00018244644,0.9877272,0.010593504,0.00027356134,0.00020699415,0.0003317771,0.0000989973,0.00013752721,0.00044795964],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99272317,0.0015588844,0.0020663934,0.0007930606,0.0022372731,0.0006212484],"domain_scores_gemma":[0.992223,0.0008136716,0.003461285,0.0008861658,0.001727451,0.0008883892],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0016013497,0.0011011884,0.015238951,0.0011697052,0.00015762962,0.00015057078,0.00022308942,0.00017829057,0.0002310934],"category_scores_gemma":[0.00034754266,0.0005663952,0.0039075227,0.0027328585,0.00056783366,0.00019769774,0.00011020249,0.000993314,0.000005049234],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044478936,0.0007519755,0.0037973376,0.2745634,0.5405186,0.009851384,0.0001384017,0.000003662069,2.3078502e-7,0.000012598338,0.000012667046,0.16990496],"study_design_scores_gemma":[0.0006686613,0.0048386035,0.00006831317,0.054654658,0.88665575,0.009481431,0.00011228914,0.0000082425495,4.0566545e-7,2.1407156e-7,0.042966176,0.0005452816],"about_ca_topic_score_codex":0.000048888738,"about_ca_topic_score_gemma":0.00030950902,"teacher_disagreement_score":0.3461371,"about_ca_system_score_codex":0.0003307895,"about_ca_system_score_gemma":0.0010955569,"threshold_uncertainty_score":0.99967873},"labels":[],"label_agreement":null},{"id":"W3196907020","doi":"10.1016/j.joms.2021.08.163","title":"Evaluation of Facial Profile Esthetics After Maxillomandibular Advancement Surgery for the Treatment of Obstructive Sleep Apnea","year":2021,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Visual analogue scale; Dentistry; Surgery; Orthodontics; Internal medicine","score_opus":0.05403772690550408,"score_gpt":0.32737260824671094,"score_spread":0.27333488134120687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196907020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899222,0.007305946,0.0007777958,0.00051666435,0.00073503045,0.00061933784,0.000086837856,0.000003248801,0.000032924527],"genre_scores_gemma":[0.99699193,0.0017171755,0.0010088453,0.00002298148,0.00009899983,0.00006638232,0.000019087569,0.000021241802,0.000053376723],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974587,0.0001229685,0.00080170785,0.00018022968,0.0011757922,0.00026058446],"domain_scores_gemma":[0.996502,0.00021328991,0.0005307645,0.00018579347,0.0024427138,0.00012548575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014070076,0.00018159307,0.0007868315,0.00020573559,0.00007590069,0.000015514306,0.00004655088,0.000087162494,0.00022671424],"category_scores_gemma":[0.00061306317,0.000115604256,0.00055074197,0.00024654416,0.0002256557,0.00014129495,0.000027215288,0.00009601657,8.135621e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023122034,0.0005894063,0.060099665,0.00011563055,0.0007964193,0.00008161117,0.00035488143,0.000028426719,0.003939754,0.000036485006,0.0000125166,0.931633],"study_design_scores_gemma":[0.008308067,0.0030879204,0.61404824,0.00024990406,0.0053875204,0.0009207005,0.0023794242,0.002722428,0.20311494,0.0017935606,0.15743323,0.00055404403],"about_ca_topic_score_codex":0.00001838284,"about_ca_topic_score_gemma":0.0000038387752,"teacher_disagreement_score":0.931079,"about_ca_system_score_codex":0.00018984468,"about_ca_system_score_gemma":0.00034644097,"threshold_uncertainty_score":0.4714205},"labels":[],"label_agreement":null},{"id":"W3197064918","doi":"10.1186/s40463-021-00539-5","title":"Management of obstructive sleep apnea in children: A Canada-wide survey","year":2021,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke","funders":"","keywords":"Obstructive sleep apnea; Medicine; Otorhinolaryngology; Polysomnography; Sleep apnea; Tonsillectomy; Pediatrics; Physical therapy; Apnea; Anesthesia; Surgery","score_opus":0.018166928643182558,"score_gpt":0.27246674821583233,"score_spread":0.2542998195726498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197064918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963381,0.00226234,0.000026011421,0.00061941677,0.0003117941,0.00016583824,0.000017840663,0.000002949483,0.0002556748],"genre_scores_gemma":[0.9989149,0.0003374458,0.0004206958,0.0001835009,0.000061219136,0.0000031325926,0.000019453742,0.000018602837,0.000041043535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977016,0.0003993933,0.0008175881,0.00023889783,0.0004628266,0.00037968747],"domain_scores_gemma":[0.9979208,0.00082651246,0.00033136705,0.00022341483,0.00046758793,0.00023033224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009880296,0.00016642104,0.0009322094,0.00037200496,0.000041723455,0.000007999694,0.000093216586,0.00011826989,0.00010363261],"category_scores_gemma":[0.0005565772,0.00014907787,0.00014561506,0.0005300227,0.0001546476,0.00011499375,0.00010468547,0.0005408974,0.0000010956975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061737,0.00020600914,0.9886737,0.00015594503,0.0006783818,0.0051470473,0.00004234789,0.0000033815184,0.00037156884,0.000037178954,0.00018204043,0.0038850503],"study_design_scores_gemma":[0.001600077,0.00011670795,0.99289584,0.0002031932,0.00007171207,0.0028731686,0.000100674035,0.000025782025,0.0018591658,0.000045518333,0.00010057862,0.00010760123],"about_ca_topic_score_codex":0.011997583,"about_ca_topic_score_gemma":0.020066896,"teacher_disagreement_score":0.008069313,"about_ca_system_score_codex":0.0001657743,"about_ca_system_score_gemma":0.00047268215,"threshold_uncertainty_score":0.99781436},"labels":[],"label_agreement":null},{"id":"W3197252694","doi":"10.2106/jbjs.21.00176","title":"Relevance of Sleep Disturbances to Orthopaedic Surgery: A Current Concepts Narrative and Practical Review.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Sleep (system call); Medicine; Relevance (law); Physical medicine and rehabilitation; Orthopedic surgery; Physical therapy; Sleep disorder; Psychiatry; Insomnia; Computer science","score_opus":0.05095209968349223,"score_gpt":0.3694909888913143,"score_spread":0.3185388892078221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197252694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8096749,0.14905162,0.00038209587,0.035015415,0.00081714446,0.0032439602,0.00004104297,0.000050849354,0.0017229847],"genre_scores_gemma":[0.99112415,0.006552488,0.00044622042,0.0005287883,0.00014406657,0.0009820004,0.000017961627,0.00001645384,0.0001878844],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99812245,0.00022120135,0.0003436931,0.0003833563,0.00056524563,0.0003640687],"domain_scores_gemma":[0.99793285,0.00079631695,0.00011437128,0.00028445572,0.0005053569,0.0003666766],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00067613984,0.00012688062,0.0005240885,0.00006812962,0.00004124492,0.000011394296,0.000038234684,0.000035897647,0.00007726059],"category_scores_gemma":[0.012607472,0.00010480747,0.00010692538,0.00057118485,0.00022046799,0.000113451475,0.00010603025,0.00026777684,0.0000071058744],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028909912,0.00027295516,0.09580393,0.0024702619,0.00015685071,0.0002421214,0.00052323175,1.4061851e-7,0.00018680788,0.00039512664,0.00870664,0.8909528],"study_design_scores_gemma":[0.0009856954,0.00008147677,0.88902617,0.0010279354,0.00018109546,0.0002442101,0.0005604479,0.000019383404,0.0047339723,0.00010641529,0.10280166,0.00023156921],"about_ca_topic_score_codex":0.0000037795082,"about_ca_topic_score_gemma":0.000009839592,"teacher_disagreement_score":0.89072126,"about_ca_system_score_codex":0.00007418318,"about_ca_system_score_gemma":0.00009741377,"threshold_uncertainty_score":0.9957098},"labels":[],"label_agreement":null},{"id":"W3197420377","doi":"10.3390/s21175858","title":"An LSTM Network for Apnea and Hypopnea Episodes Detection in Respiratory Signals","year":2021,"lang":"en","type":"article","venue":"Sensors","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Case Western Reserve University; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; Akademia Górniczo-Hutnicza im. Stanislawa Staszica; University of Minnesota","keywords":"Polysomnography; Hypopnea; Apnea; Sleep apnea; Medicine; Breathing; Apnea–hypopnea index; Obstructive sleep apnea; Computer science; Artificial intelligence; Cardiology; Internal medicine; Anesthesia","score_opus":0.03184273103426783,"score_gpt":0.32309974318487844,"score_spread":0.2912570121506106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197420377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976077,0.00062232744,0.00054919673,0.0002335864,0.00011733522,0.00043665577,0.0000082619235,0.0000392788,0.00038563376],"genre_scores_gemma":[0.9975057,0.000013504681,0.0016427186,0.00024774123,0.0003883346,0.00003417598,0.000010157215,0.0000318384,0.00012581376],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99868953,0.00018501825,0.00020857838,0.00035840162,0.0002013124,0.0003571678],"domain_scores_gemma":[0.9991273,0.0002341837,0.00003771892,0.00025876402,0.00018257354,0.00015941836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004558421,0.00011520227,0.00023919789,0.00011734772,0.00008451324,0.00002600109,0.000039194172,0.00011259717,0.000040163588],"category_scores_gemma":[0.00042426115,0.00011423303,0.00005036064,0.0003355692,0.000091649476,0.00007211105,0.000026828142,0.0002069992,0.000008558209],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008381004,0.00022551374,0.0941157,0.00025208225,0.00011982521,0.00035224098,0.00054976577,0.0012691023,0.6101884,0.00029028975,0.00012261029,0.29167634],"study_design_scores_gemma":[0.004936229,0.0013558222,0.29708758,0.00009577045,0.00009627746,0.000121320336,0.002152457,0.047651574,0.63602066,0.0021225594,0.007925866,0.0004338913],"about_ca_topic_score_codex":0.000023798775,"about_ca_topic_score_gemma":0.00022966875,"teacher_disagreement_score":0.29124245,"about_ca_system_score_codex":0.00007388037,"about_ca_system_score_gemma":0.00003521317,"threshold_uncertainty_score":0.46582878},"labels":[],"label_agreement":null},{"id":"W3197843696","doi":"10.1016/j.expneurol.2021.113852","title":"Impact of nocturnal oxygen and CPAP on the ventilatory response to hypoxia in OSA patients free of overt cardiovascular disease","year":2021,"lang":"en","type":"article","venue":"Experimental Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; Libin Cardiovascular Institute of Alberta; Foothills Medical Centre; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada; University of Calgary; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Medicine; Continuous positive airway pressure; Hypoxemia; Hypoxia (environmental); Hypercapnia; Intermittent hypoxia; Oxygen therapy; Obstructive sleep apnea; Anesthesia; Sleep apnea; Apnea; Hyperoxia; Cardiology; Nocturnal; Positive pressure; Internal medicine; Respiratory system; Oxygen; Lung","score_opus":0.01641296770644759,"score_gpt":0.2974612735360768,"score_spread":0.28104830582962925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197843696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982132,0.0008673383,8.0334365e-7,0.00034128458,0.000089931935,0.00036308687,0.000038961076,0.0000039020724,0.0000815315],"genre_scores_gemma":[0.9996221,0.0000053934405,0.000021494368,0.0002788498,0.00002240537,0.000019098658,0.000004672978,0.000017081062,0.00000889077],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985031,0.0003944739,0.00020664642,0.00028153398,0.00040727577,0.00020699555],"domain_scores_gemma":[0.9989763,0.0001442632,0.000039538412,0.0005957075,0.00006990763,0.00017430267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021498276,0.00011616299,0.0002967117,0.00013650626,0.00002379553,0.0000035536536,0.00011605656,0.00004160069,0.00014364273],"category_scores_gemma":[0.00046473215,0.00008604493,0.00021676016,0.00016921542,0.00016992212,0.000027156411,0.00024956703,0.00019444853,0.000004307678],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021416223,0.000805013,0.44354475,0.000015876461,0.0003334648,0.00048802828,0.00042976477,0.000040014427,0.5324641,0.000042394182,0.000098399745,0.00032198094],"study_design_scores_gemma":[0.0022953697,0.0019350322,0.8732209,0.000010134134,0.000016430087,0.000020948879,0.00004590817,0.000027985305,0.12226807,0.000016308712,0.000094711315,0.00004820137],"about_ca_topic_score_codex":0.000051472343,"about_ca_topic_score_gemma":0.0000013138128,"teacher_disagreement_score":0.42967618,"about_ca_system_score_codex":0.00006334125,"about_ca_system_score_gemma":0.00006633485,"threshold_uncertainty_score":0.35088104},"labels":[],"label_agreement":null},{"id":"W3198533240","doi":"10.1007/s11325-021-02485-y","title":"Effects of oral appliances on serum cytokines in adults with obstructive sleep apnea: a systematic review","year":2021,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Randomized controlled trial; Obstructive sleep apnea; Internal medicine; C-reactive protein; Meta-analysis; Clinical trial; Proinflammatory cytokine; Inflammation; Gastroenterology","score_opus":0.01702812098285975,"score_gpt":0.3073976919163226,"score_spread":0.29036957093346283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198533240","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00043417432,0.9921095,0.0000320328,0.000040016625,0.00011754763,0.006899065,0.00003279464,0.000036322475,0.00029858015],"genre_scores_gemma":[0.0019593425,0.99629694,0.00049219397,0.00007292461,0.00008099578,0.0009028971,0.000060161612,0.00009739699,0.00003713446],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9960113,0.00060682447,0.0011052495,0.0009145978,0.000831948,0.00053005124],"domain_scores_gemma":[0.9974289,0.0008062659,0.0006817473,0.00062099524,0.00026091814,0.00020117812],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005920639,0.0007410446,0.0059589176,0.00043754283,0.000074108895,0.000039222497,0.00025440217,0.0003066999,0.00001596925],"category_scores_gemma":[0.00061686663,0.00046470168,0.00042204396,0.0011306355,0.00019084406,0.00013589839,0.0001677708,0.00095240877,0.000011964923],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004648234,0.00010580867,0.000053026062,0.683341,0.00069903355,0.00068548665,0.00017441306,1.3570477e-7,7.424014e-7,0.0000751362,0.0000014101347,0.31481728],"study_design_scores_gemma":[0.0015848146,0.00046199333,0.00007519164,0.98954886,0.005817123,0.00092813984,0.00023603506,0.00003949139,0.000030833577,0.0000073772276,0.0008454622,0.00042466028],"about_ca_topic_score_codex":0.00004971751,"about_ca_topic_score_gemma":0.000013751173,"teacher_disagreement_score":0.31439263,"about_ca_system_score_codex":0.00023686986,"about_ca_system_score_gemma":0.000088991925,"threshold_uncertainty_score":0.9997805},"labels":[],"label_agreement":null},{"id":"W3199047411","doi":"10.7939/dvn/hxjysa","title":"Gait Analysis of older adults with OAB","year":2021,"lang":"en","type":"dataset","venue":"Borealis","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Gait; Physical medicine and rehabilitation; Gait analysis; Psychology; Medicine","score_opus":0.012697968911397406,"score_gpt":0.29572245615766607,"score_spread":0.28302448724626866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199047411","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00097011897,0.00034254882,0.000019464107,0.00012201091,0.000026393014,0.0003853064,0.99757236,0.000014371092,0.0005474215],"genre_scores_gemma":[0.0005931009,0.00013086078,0.00019003007,0.00008295535,0.000120229015,0.00004184785,0.99873555,0.000028888086,0.00007653994],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976152,0.00008428977,0.0003544259,0.0005364354,0.0010870603,0.00032258872],"domain_scores_gemma":[0.9972806,0.0001029102,0.00021036928,0.0014951777,0.00069921213,0.0002117261],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015110748,0.00026992938,0.0010765068,0.000870832,0.000028886616,0.000018036159,0.00024444054,0.00026478618,0.0016387592],"category_scores_gemma":[0.00021600575,0.00020326742,0.00031261414,0.0016282428,0.00017992588,0.000032805125,0.00012745328,0.0004451263,0.0000076125098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003840125,0.00027296666,0.0012019619,0.00062426936,0.0068227495,0.0005780854,0.00006941308,0.0000022345332,0.000008311882,0.0000038280564,0.9883949,0.0016372283],"study_design_scores_gemma":[0.0021541563,0.00028658882,0.09114964,0.00053681404,0.012921999,0.000034877045,0.0003435047,0.00007227701,0.0003006672,0.0000010389953,0.89190876,0.00028969583],"about_ca_topic_score_codex":0.03393202,"about_ca_topic_score_gemma":0.026496748,"teacher_disagreement_score":0.0964862,"about_ca_system_score_codex":0.00010799512,"about_ca_system_score_gemma":0.00016198738,"threshold_uncertainty_score":0.9992739},"labels":[],"label_agreement":null},{"id":"W3199126643","doi":"10.1016/j.ijporl.2021.110930","title":"WRISTOX2 is a reliable tool to diagnose obstructive sleep apnoea syndrome","year":2021,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universiti Malaya","keywords":"Medicine; Pulse oximetry; Polysomnography; Predictive value; Predictive value of tests; Obstructive sleep apnea; Diagnostic accuracy; Internal medicine; Anesthesia; Apnea","score_opus":0.014225117298428,"score_gpt":0.30297135552671506,"score_spread":0.28874623822828704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199126643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98746365,0.0011956091,0.000780644,0.005676664,0.0034401831,0.00027036414,0.000051054445,0.000024246894,0.0010975909],"genre_scores_gemma":[0.98646945,0.000280649,0.007914119,0.0019231618,0.0026645393,0.000018345716,0.000016399657,0.000046196874,0.00066714257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99668914,0.0001075611,0.0009145248,0.0004222343,0.0014038325,0.00046269898],"domain_scores_gemma":[0.9952568,0.00030855805,0.00042512993,0.0003597969,0.0032430752,0.00040667094],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044968096,0.00024534357,0.00060788955,0.0009629099,0.000064832646,0.0000662889,0.0006157223,0.00021990549,0.0022284824],"category_scores_gemma":[0.0017428892,0.00023311202,0.00036096232,0.0006517068,0.00008019757,0.00034913875,0.00035289678,0.0008551848,0.0003131663],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011864643,0.00092844426,0.93477553,0.0000660671,0.0017043336,0.034199193,0.0008242965,0.000045223067,0.0070935623,0.0010727157,0.010978596,0.007125596],"study_design_scores_gemma":[0.005897079,0.001627902,0.91387695,0.000054750162,0.00056665484,0.04118274,0.00030505113,0.00013349648,0.008714644,0.0016736515,0.025493167,0.0004739101],"about_ca_topic_score_codex":0.000038496306,"about_ca_topic_score_gemma":0.000004526498,"teacher_disagreement_score":0.020898558,"about_ca_system_score_codex":0.00063719595,"about_ca_system_score_gemma":0.00042704324,"threshold_uncertainty_score":0.99868363},"labels":[],"label_agreement":null},{"id":"W3199302302","doi":"10.21307/aoj-2021.025","title":"The risk for paediatric obstructive sleep apnoea in rural Queensland","year":2021,"lang":"en","type":"article","venue":"Australasian Orthodontic Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Far North Queensland Hospital Foundation","keywords":"Medicine; Overweight; Demographics; Pediatrics; Obesity; Obstructive sleep apnea; Physical therapy; Demography; Internal medicine","score_opus":0.017590296438347402,"score_gpt":0.301366578158173,"score_spread":0.2837762817198256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199302302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896394,0.0012512947,0.0034101454,0.0033188083,0.00079938857,0.0006582128,0.000024769117,0.000022895454,0.0008750805],"genre_scores_gemma":[0.988955,0.000476566,0.008527441,0.00004417149,0.0009759267,0.000033888282,0.000012358257,0.00005061675,0.00092398643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970016,0.00047061004,0.0006623314,0.00031397567,0.0006173138,0.00093419536],"domain_scores_gemma":[0.99751616,0.0008634065,0.00026765073,0.00038654878,0.00056407467,0.00040214942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014070225,0.0002509027,0.00044500778,0.00024025621,0.00049834605,0.00019881534,0.00022414442,0.00016678312,0.00013820223],"category_scores_gemma":[0.002250332,0.00017534808,0.00038181877,0.0006672246,0.00020458596,0.00019324596,0.000072959934,0.0014754453,0.000025754345],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038958644,0.00009176164,0.88102764,0.000033380085,0.00028886498,0.0006779201,0.0002953556,0.000021417898,0.00037059077,0.00046070965,0.00026014622,0.1160826],"study_design_scores_gemma":[0.0046087136,0.00027787313,0.980598,0.000053539043,0.0002701102,0.0037580235,0.0038649014,0.0005353928,0.0009226589,0.002626197,0.002282561,0.00020205927],"about_ca_topic_score_codex":0.000036630256,"about_ca_topic_score_gemma":0.00027161516,"teacher_disagreement_score":0.11588054,"about_ca_system_score_codex":0.0003025062,"about_ca_system_score_gemma":0.0002701907,"threshold_uncertainty_score":0.7150487},"labels":[],"label_agreement":null},{"id":"W3199582773","doi":"10.1016/j.eswa.2021.115950","title":"Detection of sleep apnea using Machine learning algorithms based on ECG Signals: A comprehensive systematic review","year":2021,"lang":"en","type":"article","venue":"Expert Systems with Applications","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Student Research Committee, Tabriz University of Medical Sciences; Deputy for Research and Technology, Kermanshah University of Medical Sciences; Kermanshah University of Medical Sciences","keywords":"Support vector machine; Artificial intelligence; Machine learning; Computer science; Sleep apnea; Algorithm; Artificial neural network; Apnea; Hypopnea; Pattern recognition (psychology); Polysomnography; Medicine; Internal medicine","score_opus":0.03408396577353544,"score_gpt":0.3232978203401495,"score_spread":0.289213854566614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199582773","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030109514,0.08015084,0.90610063,0.00037375628,0.00010233089,0.009509245,0.000039730185,0.00019385571,0.00051864324],"genre_scores_gemma":[0.98915905,0.00020898008,0.0065407758,0.00027738028,0.00012909913,0.0033791459,0.000102515405,0.00008074605,0.00012230185],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973161,0.00047711466,0.0006918841,0.00047392762,0.000772866,0.00026811252],"domain_scores_gemma":[0.99708945,0.00036975593,0.00040914537,0.0008180832,0.0011363368,0.00017723166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031959906,0.00024541642,0.00097128865,0.00020296738,0.00020834115,0.00002817139,0.00012691307,0.00008672348,0.00003732967],"category_scores_gemma":[0.00019813904,0.00019083924,0.00013979473,0.0010011429,0.0000894577,0.000058337122,0.00003679912,0.00032228522,0.000037316888],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022877338,0.0010764815,0.0008173855,0.44977918,0.0011544821,0.00011680191,0.0004815928,0.006931495,0.53560954,0.00020657289,0.000018947614,0.00357874],"study_design_scores_gemma":[0.0013589591,0.00038262704,0.00005077442,0.040635847,0.00050660485,0.0004898603,0.0013538582,0.9143662,0.039888993,0.0000020172881,0.00067587756,0.000288367],"about_ca_topic_score_codex":0.000170747,"about_ca_topic_score_gemma":0.000005306161,"teacher_disagreement_score":0.9861481,"about_ca_system_score_codex":0.00025026273,"about_ca_system_score_gemma":0.0000906865,"threshold_uncertainty_score":0.7782199},"labels":[],"label_agreement":null},{"id":"W3199630859","doi":"","title":"Tratamento dos distúrbios respiratórios do sono com aparelhos intra-orais","year":2006,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.023669698875290763,"score_gpt":0.2732980169691055,"score_spread":0.24962831809381472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199630859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43817395,0.01279885,0.019444669,0.13253857,0.010742546,0.013027509,0.0028183174,0.002809574,0.36764604],"genre_scores_gemma":[0.9897411,0.00016792206,0.001183977,0.0004497592,0.0033564605,0.0006897962,0.00095749623,0.00029764275,0.003155872],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98702455,0.0014840568,0.0025042843,0.0026071982,0.0034261374,0.0029537934],"domain_scores_gemma":[0.99236536,0.0007782641,0.0010665855,0.0023209306,0.0015944595,0.0018744279],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0018295835,0.0016560594,0.0018212599,0.0015100979,0.0016990968,0.0011226467,0.0017277538,0.0017241157,0.0006095139],"category_scores_gemma":[0.0013866721,0.0016533091,0.00090582407,0.0024601165,0.00022534549,0.001045448,0.00082782895,0.002927108,0.00035150527],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037906151,0.0066663744,0.016028287,0.001411335,0.0017675955,0.0034651842,0.0041875024,0.00015175983,0.04345567,0.8840344,0.019935396,0.015105881],"study_design_scores_gemma":[0.007831477,0.00071968226,0.024237683,0.00075272366,0.0006844862,0.0020517572,0.0017893323,0.0017827756,0.007681235,0.00035356337,0.950322,0.0017933099],"about_ca_topic_score_codex":0.000024295434,"about_ca_topic_score_gemma":0.00044918706,"teacher_disagreement_score":0.9303866,"about_ca_system_score_codex":0.0038528412,"about_ca_system_score_gemma":0.0015420375,"threshold_uncertainty_score":0.9999712},"labels":[],"label_agreement":null},{"id":"W3199731427","doi":"10.3390/children8090824","title":"The Link between Pediatric Obstructive Sleep Apnea (OSA) and Attention Deficit Hyperactivity Disorder (ADHD)","year":2021,"lang":"en","type":"review","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Obstructive sleep apnea; Attention deficit hyperactivity disorder; Medicine; Sleep (system call); Psychiatry; Psychology; Internal medicine; Computer science","score_opus":0.030791044503918175,"score_gpt":0.32918140022693076,"score_spread":0.2983903557230126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199731427","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035811532,0.9606151,0.000098626115,0.00036767928,0.00032802223,0.0021678223,0.00023205021,0.000072863935,0.0003062951],"genre_scores_gemma":[0.0031921226,0.9894895,0.00015644997,0.000005581258,0.005421816,0.00015603963,0.0011729372,0.0001561562,0.00024938583],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99610513,0.0005855394,0.00071239437,0.0010794904,0.0007955298,0.00072193757],"domain_scores_gemma":[0.99669135,0.0012431742,0.00044252482,0.0010108999,0.0002856317,0.0003264404],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053624227,0.0006817727,0.002062343,0.00031618145,0.0005541323,0.00018693306,0.00037762636,0.00058060826,0.00005810555],"category_scores_gemma":[0.00082207413,0.00046550852,0.00070795836,0.0009371067,0.00030675172,0.00016822344,0.0005638364,0.0019607965,0.00012837685],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007094219,0.000029225093,0.113900855,0.0015395829,0.00083385187,0.000014912096,0.000013860061,4.8594526e-8,2.5022743e-7,0.00005213526,0.000013279789,0.88359493],"study_design_scores_gemma":[0.0017882294,0.00022543507,0.74574846,0.0014571398,0.010711303,0.00074312167,0.00014118305,0.000011017656,0.000001130384,0.000080838036,0.23799753,0.0010945784],"about_ca_topic_score_codex":0.000051911782,"about_ca_topic_score_gemma":0.0000062771974,"teacher_disagreement_score":0.88250035,"about_ca_system_score_codex":0.0002510747,"about_ca_system_score_gemma":0.00018718792,"threshold_uncertainty_score":0.99977964},"labels":[],"label_agreement":null},{"id":"W3200247616","doi":"10.1007/s11325-021-02486-x","title":"Correction to: Sleep medicine in otolaryngology units: an international survey","year":2021,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Otorhinolaryngology; Neurology; Sleep medicine; Medicine; Head and neck surgery; Sleep (system call); Family medicine; Neurosurgery; Medical education; Psychiatry; Sleep disorder; Computer science; Insomnia","score_opus":0.03383956781766523,"score_gpt":0.3286411219092588,"score_spread":0.2948015540915936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200247616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99007016,0.00013535073,0.0010320193,0.0016072486,0.0017410856,0.00018815743,0.00001005717,0.000037032118,0.0051788785],"genre_scores_gemma":[0.9979887,0.000029870036,0.0004402102,0.0006756396,0.00028699517,0.000011778798,0.00023154366,0.000018559118,0.00031670163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852675,0.0002579056,0.00024474418,0.00039664228,0.00031401735,0.00025992963],"domain_scores_gemma":[0.99880266,0.00026231943,0.00003515792,0.0002251786,0.00045537017,0.00021933312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074363104,0.00012529828,0.00026264464,0.00031924053,0.00006976607,0.000027258591,0.000094945186,0.000085554595,0.00030645163],"category_scores_gemma":[0.0020551912,0.00011378738,0.000017769957,0.00069644273,0.00008159323,0.00021434348,0.00011693553,0.00039461305,0.000014213449],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031843767,0.00014686717,0.8614265,0.000023672608,0.00009472167,0.0008166813,0.0016254078,0.000019764004,0.013387992,0.00023430347,0.00014408235,0.12176161],"study_design_scores_gemma":[0.0017590823,0.00030185955,0.98438585,0.00010645894,0.000023807355,0.00079860055,0.00097607326,0.0090387035,0.0018718258,0.000045541266,0.00057898153,0.00011322221],"about_ca_topic_score_codex":0.0018798846,"about_ca_topic_score_gemma":0.0018611843,"teacher_disagreement_score":0.12295938,"about_ca_system_score_codex":0.00013885512,"about_ca_system_score_gemma":0.00003811554,"threshold_uncertainty_score":0.46401143},"labels":[],"label_agreement":null},{"id":"W3201090410","doi":"10.1515/jpm-2020-0551","title":"Maternal and fetal outcomes in pregnancies with obstructive sleep apnea","year":2021,"lang":"en","type":"article","venue":"Journal of Perinatal Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Obstetrics; Eclampsia; Pregnancy; Caesarean section; Retrospective cohort study; Preeclampsia; Chorioamnionitis; Pediatrics; Gestational age; Internal medicine","score_opus":0.013923574147268964,"score_gpt":0.2917133043313893,"score_spread":0.27778973018412034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201090410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932971,0.0023646175,0.00018048017,0.0029719772,0.00026308998,0.00014181725,0.0000051583497,0.0000069060807,0.0007688651],"genre_scores_gemma":[0.9968608,0.00007937715,0.0023792696,0.00009791885,0.0002317591,0.0000036342692,0.0000015297928,0.000022431332,0.00032329],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815375,0.00006150316,0.00047303076,0.00020151102,0.00082575734,0.0002844485],"domain_scores_gemma":[0.9987028,0.00013053343,0.00019595817,0.00017176912,0.0005377122,0.00026120257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002705872,0.00018570095,0.00070538593,0.0003096945,0.000038587874,0.000016709868,0.000101239195,0.00006487351,0.00026414823],"category_scores_gemma":[0.0005865159,0.000112908434,0.00006060178,0.00029654137,0.00046217293,0.00024073987,0.00008823154,0.0005795127,0.0000023865614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095629535,0.00010009885,0.9357214,0.0002647012,0.0002676206,0.012097439,0.0009781601,0.0000032216738,0.012878096,0.00020918433,0.00000823129,0.036515575],"study_design_scores_gemma":[0.0069779577,0.0017691151,0.9608286,0.0005811925,0.00009425325,0.017427031,0.0025785314,0.00010114145,0.009135076,0.00010149471,0.00030049917,0.000105119674],"about_ca_topic_score_codex":0.000035806446,"about_ca_topic_score_gemma":0.000029412839,"teacher_disagreement_score":0.036410455,"about_ca_system_score_codex":0.00015754548,"about_ca_system_score_gemma":0.00008734909,"threshold_uncertainty_score":0.46042722},"labels":[],"label_agreement":null},{"id":"W3201413471","doi":"10.1111/jsr.13490","title":"Sleep apnea severity based on estimated tidal volume and snoring features from tracheal signals","year":2021,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Polysomnography; Apnea; Medicine; Sleep apnea; Tidal volume; Hypopnea; Obstructive sleep apnea; Apnea–hypopnea index; Body mass index; Anesthesia; Respiratory system; Internal medicine","score_opus":0.0651332181694966,"score_gpt":0.3802145737357104,"score_spread":0.31508135556621375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201413471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98765105,0.0015770829,0.0011467248,0.0067162556,0.00022934625,0.0003414439,0.00004684994,0.000025865722,0.0022653579],"genre_scores_gemma":[0.9930435,0.000036532852,0.005653677,0.00017485401,0.0007493271,0.000008239333,0.000023267043,0.000055639513,0.00025497927],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99397516,0.0008807258,0.0006416342,0.0004935724,0.003146207,0.0008627234],"domain_scores_gemma":[0.9945984,0.0013799242,0.00017759844,0.00049015536,0.0024803062,0.0008736074],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003057799,0.0002557418,0.00070612493,0.00077952066,0.00030534674,0.00022089655,0.00032040634,0.00026491616,0.0012540139],"category_scores_gemma":[0.0031895242,0.00021607337,0.00022349985,0.0009788411,0.00039697174,0.00027608708,0.00020637117,0.0031639466,0.00005823788],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008809748,0.0023380553,0.25660318,0.00048904633,0.001230683,0.014915919,0.0009783981,0.001201085,0.31433195,0.00008322486,0.0023882485,0.39663047],"study_design_scores_gemma":[0.0076563256,0.0024127539,0.7216468,0.00037543802,0.00017765239,0.0010176534,0.0011454297,0.1504837,0.11336647,0.00050944585,0.00086156826,0.00034680104],"about_ca_topic_score_codex":0.00013367059,"about_ca_topic_score_gemma":0.00001910778,"teacher_disagreement_score":0.46504357,"about_ca_system_score_codex":0.00044016796,"about_ca_system_score_gemma":0.00028455403,"threshold_uncertainty_score":0.999659},"labels":[],"label_agreement":null},{"id":"W3201851870","doi":"10.1016/j.cjca.2021.09.026","title":"Prevalence and Assessment of Sleep-Disordered Breathing in Patients With Atrial Fibrillation: A Systematic Review and Meta-analysis","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Atrial fibrillation; Confidence interval; Odds ratio; Internal medicine; Study heterogeneity; Concomitant; Population; Polysomnography; Cardiology; Diagnostic odds ratio; Apnea","score_opus":0.053769059257275986,"score_gpt":0.3555342463219269,"score_spread":0.3017651870646509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201851870","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010783615,0.9979304,0.000090045134,0.00009097326,0.0000329821,0.0015624051,0.000102142934,7.668745e-7,0.00008245146],"genre_scores_gemma":[0.005066548,0.9943904,0.00038213533,0.000014158293,0.000074359996,0.000010044039,0.000028408109,0.000020030615,0.000013874223],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9963261,0.0015067458,0.0013124846,0.00027523286,0.00034435475,0.00023506528],"domain_scores_gemma":[0.9971273,0.0003943864,0.0010510104,0.0003529804,0.00070436037,0.0003699567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013880304,0.00026046223,0.010008428,0.0009318944,0.00003194883,0.000018817409,0.00012315378,0.00017267923,0.000045633897],"category_scores_gemma":[0.00077519123,0.00016488206,0.0014970903,0.00071313337,0.00015490917,0.00006437881,0.000031435375,0.00048806766,1.7087507e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000078794155,0.0000014910223,0.034190483,0.7481009,0.21106464,0.00019891778,0.000028267297,0.000038526407,3.6912067e-9,0.000021825335,0.000006907293,0.006340179],"study_design_scores_gemma":[0.0006809342,0.0003151758,0.00733373,0.03540601,0.9521024,0.00079754245,0.000016101636,0.0000053928225,4.7213637e-9,0.0000024467327,0.0031842813,0.00015594553],"about_ca_topic_score_codex":0.00013159757,"about_ca_topic_score_gemma":0.00019557445,"teacher_disagreement_score":0.7410378,"about_ca_system_score_codex":0.00026594815,"about_ca_system_score_gemma":0.0012478469,"threshold_uncertainty_score":0.6841561},"labels":[],"label_agreement":null},{"id":"W3202443380","doi":"10.1177/00034894211048783","title":"Admission of Patients With Obstructive Sleep Apnea Undergoing Ambulatory Surgery in Otolaryngology—Head and Neck Surgery","year":2021,"lang":"en","type":"article","venue":"Annals of Otology Rhinology & Laryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Ambulatory; Obstructive sleep apnea; Otorhinolaryngology; Perioperative; Retrospective cohort study; Surgery; Sleep apnea; Anesthesia","score_opus":0.034849209181366116,"score_gpt":0.30071594470378754,"score_spread":0.2658667355224214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202443380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937721,0.0024073366,0.000045137338,0.002455963,0.0003039653,0.00050161855,0.0000346026,0.000040729603,0.0004385422],"genre_scores_gemma":[0.99800664,0.00032995915,0.0005649557,0.0007924398,0.00003680017,0.000042528514,0.00015009148,0.00004950817,0.000027057686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953569,0.0010880319,0.0011981896,0.0009770258,0.00032485026,0.0010549849],"domain_scores_gemma":[0.9936568,0.0036331208,0.00062346744,0.0007527006,0.0010514454,0.00028246045],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061473425,0.00042435975,0.0023004315,0.0012728765,0.00008600856,0.0000043026384,0.00019006757,0.00097481813,0.00032927378],"category_scores_gemma":[0.002736683,0.00039398947,0.00024738553,0.0007969926,0.002172826,0.00021320068,0.00034511063,0.0008861883,0.000009726148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002780908,0.0008417897,0.98658085,0.000489064,0.000686135,0.0012726615,0.00020338985,0.000005525007,0.0018403163,0.0013162532,0.00011509995,0.0038680297],"study_design_scores_gemma":[0.0024416798,0.00078173267,0.98104745,0.00015456697,0.000100206096,0.0008559686,0.00014753951,0.000047349422,0.013355208,0.0006470138,0.00015507631,0.00026622342],"about_ca_topic_score_codex":0.00007860529,"about_ca_topic_score_gemma":0.00027411696,"teacher_disagreement_score":0.011514891,"about_ca_system_score_codex":0.000047923655,"about_ca_system_score_gemma":0.00056111696,"threshold_uncertainty_score":0.9998512},"labels":[],"label_agreement":null},{"id":"W3202607221","doi":"10.1007/s11325-021-02494-x","title":"Sleepiness in obstructive sleep apnea using hypopneas defined by a 3% oxygen desaturation or arousal but not by 4% or greater oxygen desaturation","year":2021,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Case Western Reserve University; University of Washington; York University; Johns Hopkins University; University of California, Davis; University of Minnesota","keywords":"Obstructive sleep apnea; Epworth Sleepiness Scale; Polysomnography; Medicine; Arousal; Hypopnea; Apnea–hypopnea index; Sleep apnea; Apnea; Neurology; Cardiology; Sleep medicine; Physical therapy; Internal medicine; Anesthesia; Sleep disorder; Psychology; Psychiatry; Insomnia","score_opus":0.030999208487411747,"score_gpt":0.28624731513812784,"score_spread":0.2552481066507161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202607221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99043643,0.0006618494,0.00632983,0.0008874439,0.00035174622,0.00085588184,0.00013608625,0.00010672634,0.00023400501],"genre_scores_gemma":[0.98813915,0.000037415473,0.00988149,0.00048715583,0.0002894623,0.00006989583,0.00047336155,0.000096110234,0.00052596926],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9962625,0.0002986843,0.0007250515,0.0010742305,0.0007925196,0.00084702385],"domain_scores_gemma":[0.99822193,0.0002772952,0.00021162689,0.00046640716,0.0004780892,0.00034465324],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004192085,0.0005310273,0.0007426042,0.00032081205,0.00038093174,0.00028338513,0.0001723704,0.0004108163,0.00021912823],"category_scores_gemma":[0.00076108234,0.0004190204,0.00012328975,0.00092013675,0.00018893537,0.00085204875,0.00021880919,0.0007075454,0.000015025523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00463148,0.0004147598,0.018960103,0.00033392178,0.0005656219,0.0016784813,0.0032838052,0.00006137234,0.8615654,0.000088174056,0.00012888003,0.10828799],"study_design_scores_gemma":[0.022555443,0.0012041483,0.105683625,0.0007113034,0.0012594935,0.008459311,0.00926528,0.17312405,0.67385584,0.00042185947,0.0009300173,0.0025296456],"about_ca_topic_score_codex":0.00059054117,"about_ca_topic_score_gemma":0.00017002647,"teacher_disagreement_score":0.18770958,"about_ca_system_score_codex":0.0005862409,"about_ca_system_score_gemma":0.00013604281,"threshold_uncertainty_score":0.99982613},"labels":[],"label_agreement":null},{"id":"W3203040060","doi":"10.5664/jcsm.9704","title":"Assessment of the cognitive function in adult Egyptian patients with obstructive sleep apnea using the Montreal Cognitive Assessment: a retrospective large-scale study","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Polysomnography; Sleep apnea; Obstructive sleep apnea; Internal medicine; Cognition; Apnea; Cohort; Univariate analysis; Physical therapy; Psychiatry; Cognitive impairment; Multivariate analysis","score_opus":0.03163546629616218,"score_gpt":0.3944711883385815,"score_spread":0.3628357220424193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203040060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883155,0.0001080316,0.0056175017,0.0009718533,0.0010296442,0.0019039417,0.000058718975,0.000008578881,0.001986233],"genre_scores_gemma":[0.9980223,0.000021847092,0.0005852837,0.0004767041,0.000775631,0.00002346947,0.000020219935,0.000050664334,0.000023891174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9910705,0.0021127749,0.0025052796,0.00061741355,0.0031418055,0.0005522361],"domain_scores_gemma":[0.9862975,0.0025977485,0.0022491105,0.0004958252,0.00799455,0.00036529324],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0037021257,0.0003970305,0.0018231825,0.00028063921,0.00023385335,0.000025436391,0.00032452552,0.00021952529,0.0002520059],"category_scores_gemma":[0.006505507,0.000198845,0.00041887973,0.0015861867,0.0010246824,0.00029400148,0.0002632358,0.003078633,0.0000010963821],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003972202,0.0054500117,0.9712111,0.000044461827,0.0022562225,0.00025825985,0.0017449273,0.000029737876,0.000074793854,0.000054293305,0.000007737275,0.014896253],"study_design_scores_gemma":[0.038069308,0.009033139,0.902633,0.0010012811,0.0030397722,0.00008014858,0.042194597,0.0035653594,0.00005843682,0.00015421899,0.00000451278,0.00016622654],"about_ca_topic_score_codex":0.00013666741,"about_ca_topic_score_gemma":0.00072087697,"teacher_disagreement_score":0.068578094,"about_ca_system_score_codex":0.0004615456,"about_ca_system_score_gemma":0.00053484645,"threshold_uncertainty_score":0.9992213},"labels":[],"label_agreement":null},{"id":"W3203428926","doi":"10.3390/jcm10194554","title":"A Pilot Randomized Controlled Trial of Effect of Genioglossus Muscle Strengthening on Obstructive Sleep Apnea Outcomes","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health","keywords":"Medicine; Obstructive sleep apnea; Epworth Sleepiness Scale; Randomized controlled trial; Continuous positive airway pressure; Genioglossus; Pittsburgh Sleep Quality Index; Airway; Physical therapy; Apnea; Anesthesia; Internal medicine; Polysomnography; Sleep quality","score_opus":0.0473425798025061,"score_gpt":0.4174049994250361,"score_spread":0.37006241962253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203428926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874885,0.0007352328,0.00033690798,0.002417519,0.0035036388,0.0023682583,0.0000060476527,0.000010041956,0.0031338516],"genre_scores_gemma":[0.9967035,0.00015317171,0.0009289787,0.00015115127,0.001869371,0.000029019211,0.000003649398,0.000036599402,0.00012452627],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9871639,0.0038000622,0.006038613,0.00033570162,0.0023097885,0.00035194223],"domain_scores_gemma":[0.94136167,0.051867627,0.0037854707,0.00053403364,0.001960294,0.00049089803],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014556584,0.00035146764,0.009754205,0.00046591804,0.000039651684,0.0000063841726,0.00027927,0.00018740498,0.0005280696],"category_scores_gemma":[0.17504391,0.00018366393,0.0024595612,0.0004379001,0.0012025138,0.000079695485,0.000085620704,0.001472046,0.000003951114],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.938463,0.0012999829,0.009183343,0.00019919442,0.00450572,0.00041854937,0.0001577168,0.000011404511,0.0038217942,0.0001936272,0.000037825597,0.04170789],"study_design_scores_gemma":[0.93859196,0.035603307,0.016396413,0.00067400123,0.003296225,0.00008776112,0.00023171348,0.00039133636,0.004298461,0.00028280154,0.000035697718,0.00011031587],"about_ca_topic_score_codex":0.00001466555,"about_ca_topic_score_gemma":0.0000014115915,"teacher_disagreement_score":0.16048732,"about_ca_system_score_codex":0.000066090885,"about_ca_system_score_gemma":0.00024744176,"threshold_uncertainty_score":0.83190507},"labels":[],"label_agreement":null},{"id":"W3204330705","doi":"10.25011/cim.v44i3.36708","title":"A Pilot Study of Aspirin Resistance in Obstructive Sleep Apnea Patients","year":2021,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Aspirin; Medicine; Obstructive sleep apnea; Internal medicine; Endothelial dysfunction; Continuous positive airway pressure; Cardiology; Sleep apnea","score_opus":0.16688653459210628,"score_gpt":0.3810031089166576,"score_spread":0.21411657432455133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204330705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925453,0.00049232465,0.000014413293,0.0028508478,0.0003072939,0.0007814884,0.000008312647,0.000015736436,0.002984277],"genre_scores_gemma":[0.9981768,0.000024274288,0.00076808775,0.00048585847,0.00018016994,0.00003420163,0.00002737053,0.000021195981,0.00028203518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966465,0.0006013105,0.0011481525,0.0006694069,0.00064229436,0.0002923047],"domain_scores_gemma":[0.99749005,0.00061044504,0.00023058399,0.00041477426,0.0008222115,0.0004319587],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00076066284,0.00021890223,0.0010009652,0.00016819211,0.000051130144,0.000004751804,0.00011729605,0.0000626599,0.000104731465],"category_scores_gemma":[0.009379342,0.00016383309,0.000047148205,0.00083806744,0.0065950193,0.000111422014,0.00019392009,0.00073401735,0.000006114147],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006595146,0.0027514622,0.98631036,0.00016052331,0.00014278508,0.00014787016,0.0017035318,2.565153e-7,0.0014993041,0.0016090866,0.000090759946,0.004924529],"study_design_scores_gemma":[0.01366938,0.010836173,0.9611726,0.00036991484,0.00009982243,0.0000034411275,0.0032064717,0.00004617707,0.0008156756,0.0094985375,0.00015306637,0.00012873465],"about_ca_topic_score_codex":0.00012165423,"about_ca_topic_score_gemma":0.00055972993,"teacher_disagreement_score":0.02513777,"about_ca_system_score_codex":0.000050486822,"about_ca_system_score_gemma":0.00008060556,"threshold_uncertainty_score":0.9989651},"labels":[],"label_agreement":null},{"id":"W3204728036","doi":"10.5664/jcsm.9678","title":"Characterization of sleep-disordered breathing in children with Duchenne muscular dystrophy by the American Academy of Sleep Medicine criteria vs disease-specific criteria: what are the differences?","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Sleep medicine; Medicine; Polysomnography; Duchenne muscular dystrophy; Hypoventilation; Physical therapy; Pediatrics; Breathing; Sleep study; Apnea; Internal medicine; Sleep disorder; Respiratory system; Insomnia; Anesthesia; Psychiatry","score_opus":0.049011011531535385,"score_gpt":0.37331469640257,"score_spread":0.3243036848710346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204728036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9227609,0.0050966353,0.0012288549,0.06963229,0.00049608684,0.00071522314,0.000041105246,0.000011870951,0.000017054803],"genre_scores_gemma":[0.98950785,0.0064249784,0.00023545933,0.0016278214,0.0020251223,0.000017412094,0.00007780101,0.000064604006,0.000018936746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9914205,0.0016193421,0.0034594748,0.00060205645,0.0023296573,0.0005689334],"domain_scores_gemma":[0.99223924,0.001661582,0.0034938788,0.00074570463,0.0012296677,0.000629958],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003695082,0.00047546276,0.0028165136,0.00035330464,0.00013165931,0.00004511356,0.00082172,0.00019796222,0.00056570204],"category_scores_gemma":[0.0039646067,0.00022976416,0.00039091834,0.0015234952,0.0031576534,0.00047878743,0.00019326551,0.002090805,0.0000020002683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009691647,0.0016780335,0.8062885,0.00034395,0.0020168095,0.0003806068,0.0013634604,0.000010612744,0.08096183,0.000103197846,0.0003791105,0.096782245],"study_design_scores_gemma":[0.0097476235,0.0028072519,0.9783576,0.0022682443,0.0010069688,0.0003928749,0.003089142,0.0006014906,0.00090314186,0.00016230755,0.00045775552,0.00020557574],"about_ca_topic_score_codex":0.000058840804,"about_ca_topic_score_gemma":0.000006541588,"teacher_disagreement_score":0.17206913,"about_ca_system_score_codex":0.00010331595,"about_ca_system_score_gemma":0.00010163184,"threshold_uncertainty_score":0.9995552},"labels":[],"label_agreement":null},{"id":"W3204964048","doi":"10.1016/j.acvd.2021.08.002","title":"The value of screening questionnaires/scoring scales for obstructive sleep apnoea in patients with atrial fibrillation","year":2021,"lang":"en","type":"article","venue":"Archives of cardiovascular diseases","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universiteit Hasselt; Limburg Sterk Merk; University Health Network","keywords":"Medicine; Polysomnography; Gold standard (test); Epworth Sleepiness Scale; Obstructive sleep apnea; Sleep study; Atrial fibrillation; Sleep apnea; Physical therapy; Cohort; Internal medicine; Pediatrics; Apnea","score_opus":0.007864205102706422,"score_gpt":0.24516343490766876,"score_spread":0.23729922980496235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204964048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9715947,0.011620892,0.015487519,0.000045791,0.00008973829,0.0009405642,0.00009623801,0.000014520533,0.0001100469],"genre_scores_gemma":[0.9942077,0.00013745854,0.0053350762,0.0000017115962,0.00017808308,0.000016130165,0.00009383836,0.000026221303,0.0000037967468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998158,0.00025292626,0.00031338728,0.0003106151,0.00071869104,0.00024643083],"domain_scores_gemma":[0.99814,0.00082436256,0.000108056156,0.00051208906,0.00031482687,0.00010068751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016700057,0.00013771935,0.00048036175,0.00013725323,0.0001038723,0.000014505876,0.00010519763,0.000030129208,0.0000013915433],"category_scores_gemma":[0.0012791296,0.0001026488,0.00091731857,0.0002500314,0.00036019934,0.00010735407,0.000096319265,0.00008916506,2.010081e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024744058,0.000039357343,0.7091731,0.00025110695,0.0026988036,0.0000065342647,0.00011950529,0.017163094,0.000080556645,0.00074101344,4.281212e-7,0.26725212],"study_design_scores_gemma":[0.0049334224,0.00020510894,0.9879275,0.00031412853,0.00073221955,0.0000030475067,0.00021857988,0.0025198269,0.0020791886,0.00085385033,0.00011084009,0.000102287166],"about_ca_topic_score_codex":0.00003749239,"about_ca_topic_score_gemma":0.000007962041,"teacher_disagreement_score":0.27875444,"about_ca_system_score_codex":0.000030267345,"about_ca_system_score_gemma":0.00008116482,"threshold_uncertainty_score":0.41858965},"labels":[],"label_agreement":null},{"id":"W3205831484","doi":"10.3389/fphys.2021.747106","title":"Effect of Maternal Obstructive Sleep Apnea-Hypopnea on 24-Hour Blood Pressure, Nocturnal Blood Pressure Dipping and Arterial Stiffness in Hypertensive Disorders of Pregnancy","year":2021,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research; McGill University Health Centre; McGill University","keywords":"Medicine; Nocturnal; Obstructive sleep apnea; Blood pressure; Arterial stiffness; Cardiology; Hypopnea; Pregnancy; Internal medicine; Sleep (system call); Anesthesia; Apnea; Polysomnography","score_opus":0.006699347272374115,"score_gpt":0.2437921784373169,"score_spread":0.23709283116494279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205831484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914698,0.005876884,0.00006271123,0.00005031223,0.001480836,0.00083921675,0.0000902808,0.000014702311,0.000115245515],"genre_scores_gemma":[0.9988347,0.00014372573,0.00066311035,0.000018538765,0.00015664245,0.000071021,0.00002870091,0.000045428846,0.00003810205],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9971212,0.000670366,0.00056806265,0.0007165561,0.0003751849,0.0005486286],"domain_scores_gemma":[0.9986108,0.0003007356,0.00027170934,0.0004567181,0.00024130903,0.000118722724],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015847317,0.0003524682,0.001373662,0.00038670446,0.00004193957,0.000010046563,0.0002153663,0.00028878017,0.00003946806],"category_scores_gemma":[0.0006096125,0.0003079553,0.00013941001,0.00036589042,0.0005542135,0.000120795165,0.00021071672,0.00063498196,6.9396003e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009832531,0.0010545409,0.26838863,0.0029593532,0.0038763566,0.00031083514,0.0011025463,0.00043266368,0.6650726,0.00011641198,0.000032015952,0.046821516],"study_design_scores_gemma":[0.014151833,0.0015750856,0.75917614,0.0006828292,0.0014405139,0.00007660356,0.0003611566,0.0015297199,0.21979159,0.0009381132,0.000022386694,0.00025401544],"about_ca_topic_score_codex":0.00008771508,"about_ca_topic_score_gemma":0.000018777991,"teacher_disagreement_score":0.49078754,"about_ca_system_score_codex":0.000018535153,"about_ca_system_score_gemma":0.000055548066,"threshold_uncertainty_score":0.99993724},"labels":[],"label_agreement":null},{"id":"W3206141263","doi":"10.15331/jdsm.7212","title":"Obstructive Sleep Apnea Knowledge Among Dentists and Physicians","year":2021,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Sleep apnea; Apnea; Family medicine; Emergency medicine; Anesthesia; Computer science","score_opus":0.014089294310727864,"score_gpt":0.3055600569463864,"score_spread":0.2914707626356585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206141263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98480994,0.0052409796,0.00087522913,0.0010157368,0.0013361291,0.00022907295,0.0000044071126,0.000017835107,0.0064706714],"genre_scores_gemma":[0.9965308,0.00013359032,0.0009276757,0.00020971571,0.001526516,0.0000041167164,0.000012726039,0.000049736256,0.00060512946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99722254,0.00016785641,0.00076710095,0.00034565193,0.0010545142,0.00044236224],"domain_scores_gemma":[0.99767154,0.00022086568,0.00042745608,0.00029881927,0.0008345156,0.0005468187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045145638,0.00028420685,0.0008854517,0.0003194444,0.00012334963,0.000029705074,0.00019054176,0.0001392079,0.0006005268],"category_scores_gemma":[0.0007461281,0.00022759411,0.00021305337,0.00070410175,0.0008108792,0.00033933859,0.00022448906,0.0008466659,0.000029819183],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057096785,0.00077617285,0.7040539,0.00026016153,0.0012185562,0.0078674145,0.0029756918,0.0000048070815,0.06599428,0.00019854945,0.0012821018,0.21479744],"study_design_scores_gemma":[0.008969115,0.0012981124,0.9474116,0.0005495476,0.00088874245,0.01239923,0.008124067,0.00074688945,0.017338838,0.00031194752,0.0016897635,0.00027216456],"about_ca_topic_score_codex":0.000021015028,"about_ca_topic_score_gemma":0.000068575886,"teacher_disagreement_score":0.24335773,"about_ca_system_score_codex":0.0003252602,"about_ca_system_score_gemma":0.000050249153,"threshold_uncertainty_score":0.92810184},"labels":[],"label_agreement":null},{"id":"W3206847292","doi":"10.5664/jcsm.9716","title":"Comparison of anatomic and aerodynamic characteristics of the upper airway among edentulous mild, moderate, and severe obstructive sleep apnea in older adults","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"China; Medicine; Obstructive sleep apnea; Sleep medicine; Dentistry; Family medicine; Sleep disorder; History; Internal medicine; Archaeology; Psychiatry","score_opus":0.025529357872922792,"score_gpt":0.3677278936620837,"score_spread":0.34219853578916093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206847292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949811,0.0020344576,0.000119328084,0.0015592705,0.0007210567,0.00040209718,0.000016361158,0.000003815443,0.00016248171],"genre_scores_gemma":[0.9985348,0.00044780207,0.000457302,0.0001379396,0.00034992167,0.0000024122473,0.000006674378,0.00002885118,0.000034319957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950365,0.0005001553,0.0028007028,0.00035454883,0.0009936292,0.00031449506],"domain_scores_gemma":[0.9951687,0.0013212246,0.0015397421,0.00039214353,0.0012044461,0.00037376225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001494334,0.00025150515,0.0020713152,0.0002369915,0.000051634277,0.000009482479,0.0002247147,0.0002859896,0.00012669017],"category_scores_gemma":[0.0041804546,0.0001591288,0.00022789907,0.0004529423,0.0012869525,0.00014360453,0.00021388919,0.0014911836,5.7878e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026575127,0.0006013171,0.92824775,0.00034289146,0.0003325805,0.000118684446,0.0011418741,0.0000132934265,0.0008850064,0.000032727778,0.000027600598,0.06559875],"study_design_scores_gemma":[0.011616749,0.0009415169,0.9695073,0.0013715447,0.00036429678,0.00029117533,0.0027066816,0.011883612,0.0010860084,0.00009597451,0.000011821508,0.0001233267],"about_ca_topic_score_codex":0.000049322356,"about_ca_topic_score_gemma":0.000080635495,"teacher_disagreement_score":0.06547542,"about_ca_system_score_codex":0.00008077931,"about_ca_system_score_gemma":0.00011701471,"threshold_uncertainty_score":0.64890844},"labels":[],"label_agreement":null},{"id":"W3206902699","doi":"10.1161/strokeaha.120.033753","title":"SLEAP SMART (Sleep Apnea Screening Using Mobile Ambulatory Recorders After TIA/Stroke): A Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"Stroke","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Services and Policy Research; Public Health Ontario; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Ambulatory; Randomized controlled trial; Sleep apnea; Obstructive sleep apnea; Stroke (engine); Ischemic stroke","score_opus":0.01800878341503467,"score_gpt":0.29965402875985014,"score_spread":0.2816452453448155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206902699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97083926,0.0019970322,0.011111732,0.00026783458,0.0015402427,0.0068838135,0.00005349427,0.00014114517,0.007165431],"genre_scores_gemma":[0.9822744,0.000027883885,0.009760771,0.0002849773,0.0010009456,0.0014289094,0.00004199022,0.00010716786,0.0050729276],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99511397,0.001000498,0.0010424185,0.00078833126,0.001155389,0.0008994191],"domain_scores_gemma":[0.9969622,0.0009644929,0.00027877497,0.00077154627,0.0005948459,0.00042816644],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017019905,0.00044210762,0.002514823,0.00042508892,0.00018830987,0.00015125083,0.00020792175,0.00026864707,0.0031753313],"category_scores_gemma":[0.0019355263,0.00037668098,0.001406663,0.0003807196,0.00041649022,0.00024736437,0.00026515604,0.0008240733,0.00008346953],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9717026,0.00027012965,0.0022768092,0.000064479755,0.0020312455,0.0004758017,0.00016276329,0.000056608882,0.012866508,0.000036847254,0.000048374517,0.010007838],"study_design_scores_gemma":[0.9692778,0.00037639367,0.00023827188,0.00006488102,0.001102738,0.00007604655,0.0006382422,0.02252073,0.0041179545,0.000026821437,0.0012245438,0.00033560116],"about_ca_topic_score_codex":0.000085731306,"about_ca_topic_score_gemma":0.000024596344,"teacher_disagreement_score":0.022464123,"about_ca_system_score_codex":0.00023407735,"about_ca_system_score_gemma":0.00027035552,"threshold_uncertainty_score":0.9998685},"labels":[],"label_agreement":null},{"id":"W3207191408","doi":"10.1016/j.expneurol.2021.113897","title":"Impact of intermittent hypoxia on human vascular responses during sleep","year":2021,"lang":"en","type":"review","venue":"Experimental Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Libin Cardiovascular Institute of Alberta; Foothills Medical Centre; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hypoxia (environmental); Hypercapnia; Anesthesia; Intermittent hypoxia; Sleep apnea; Obstructive sleep apnea; Non-rapid eye movement sleep; Transcranial Doppler; Heart rate; Apnea; Blood pressure; Wakefulness; Sleep (system call); Cardiology; Internal medicine; Electroencephalography; Acidosis","score_opus":0.08138307310222735,"score_gpt":0.442655673888162,"score_spread":0.36127260078593465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207191408","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37475926,0.6239684,3.311055e-7,0.0000095502955,0.0001990366,0.0006914601,0.000022870761,0.00002914626,0.0003199398],"genre_scores_gemma":[0.2109239,0.78763163,0.000034628156,0.000074192474,0.00041466652,0.00026499867,0.0001829236,0.00024913868,0.00022391399],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963644,0.0009577077,0.00074214645,0.00086797966,0.0005127282,0.00055501395],"domain_scores_gemma":[0.9981402,0.00021858444,0.00028513264,0.0010372942,0.00007998337,0.00023879844],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001571093,0.0005722004,0.002486508,0.00065003056,0.00009517119,0.000015225283,0.00032878644,0.00039031229,0.0012015507],"category_scores_gemma":[0.00016178987,0.00045619384,0.0018175654,0.00030337178,0.00035076222,0.00003720381,0.0004960116,0.0010578872,0.00009659754],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005616277,0.01071558,0.0030450104,0.019911738,0.01483338,0.022264542,0.0008484856,0.000006055309,0.19858822,0.000670289,0.00042663646,0.7230738],"study_design_scores_gemma":[0.027858779,0.11012726,0.12109663,0.023038877,0.0045111803,0.025641795,0.0004168735,0.00003954979,0.099038094,0.000022139162,0.5827597,0.005449124],"about_ca_topic_score_codex":0.000030444724,"about_ca_topic_score_gemma":4.938768e-7,"teacher_disagreement_score":0.71762466,"about_ca_system_score_codex":0.0003510322,"about_ca_system_score_gemma":0.00011155453,"threshold_uncertainty_score":0.999789},"labels":[],"label_agreement":null},{"id":"W32073563","doi":"","title":"The relationship between mouth opening and sleep stage-related sleep disordered breathing.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polysomnogram; Medicine; Non-rapid eye movement sleep; Polysomnography; Body mass index; Epworth Sleepiness Scale; Obstructive sleep apnea; Anesthesia; Apnea; Apnea–hypopnea index; Sleep Stages; Sleep apnea; Hypopnea; Internal medicine; Ophthalmology; Eye movement","score_opus":0.08594337475117567,"score_gpt":0.2855696837953267,"score_spread":0.19962630904415105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W32073563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97995293,0.0008272704,0.0001876881,0.0010989327,0.00013101737,0.0017331761,0.00001548837,0.00011815787,0.015935367],"genre_scores_gemma":[0.9964802,0.000008074969,0.000327249,0.00002705931,0.00007186661,0.0005055829,0.000020951016,0.00004586348,0.0025131018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980423,0.00018515467,0.0003572842,0.00036250424,0.00042239245,0.00063040137],"domain_scores_gemma":[0.9981979,0.00080921943,0.00011450396,0.00043325484,0.00011046918,0.00033464946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011309552,0.00017783076,0.00025445595,0.00014348907,0.00046479044,0.00007666375,0.00021628024,0.00014116151,0.000052713407],"category_scores_gemma":[0.0019617495,0.00012630688,0.00006820864,0.0003848243,0.00032226558,0.00021286769,0.00020117278,0.00061421806,0.00003665411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116679024,0.000026639933,0.78998744,0.000023638897,0.0001818504,0.00001736939,0.0014399131,5.183166e-7,0.0000071903737,0.0016425339,0.000011617582,0.2065446],"study_design_scores_gemma":[0.001751239,0.00003667852,0.99515593,0.000008552413,0.00013799047,0.000017607234,0.0006169382,0.0001729754,0.00019270575,0.0015165234,0.00025566385,0.00013721456],"about_ca_topic_score_codex":0.00018368682,"about_ca_topic_score_gemma":0.000018961304,"teacher_disagreement_score":0.20640737,"about_ca_system_score_codex":0.000096854754,"about_ca_system_score_gemma":0.000014901775,"threshold_uncertainty_score":0.51506454},"labels":[],"label_agreement":null},{"id":"W3207435495","doi":"10.1007/s10439-016-1770-8","title":"Erratum to: Obstructive Sleep Apnea Screening and Airway Structure Characterization During Wakefulness Using Tracheal Breathing Sounds","year":2016,"lang":"en","type":"erratum","venue":"Annals of Biomedical Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Wakefulness; Obstructive sleep apnea; Medicine; Breathing; Airway; Apnea; Anesthesia; Sleep (system call); Continuous positive airway pressure; Sleep apnea; Computer science; Electroencephalography; Psychiatry","score_opus":0.024213416766723946,"score_gpt":0.29491821815628155,"score_spread":0.2707048013895576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207435495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8378849,0.0012710049,0.14311913,0.0021635427,0.011998343,0.001532603,0.001374415,0.0003469411,0.00030909304],"genre_scores_gemma":[0.98529816,0.00010661446,0.0055664354,0.00015571607,0.0057401746,0.00004117878,0.0011109659,0.0003988093,0.0015819578],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9953249,0.000079868514,0.0009576314,0.0009917341,0.0014925845,0.0011532677],"domain_scores_gemma":[0.99738425,0.00014416745,0.00035415954,0.00056785694,0.0005284099,0.0010211435],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043605184,0.00076050195,0.0013835073,0.0014069126,0.00018489343,0.000082028135,0.00034581826,0.001207187,0.000109961395],"category_scores_gemma":[0.00087967754,0.0006666163,0.0002580083,0.00091707683,0.0003199312,0.0003776301,0.0003998564,0.0018411991,0.0000030408262],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056527986,0.00013087153,0.000412635,0.0062278816,0.0015864165,0.00044527222,0.0015349465,0.00013438512,0.8278646,0.000060654886,0.0009889699,0.16004813],"study_design_scores_gemma":[0.015186937,0.0033485135,0.21478258,0.029924095,0.0022895995,0.0060555506,0.0013203054,0.3600767,0.300178,0.00034013443,0.057361864,0.009135715],"about_ca_topic_score_codex":0.000032309785,"about_ca_topic_score_gemma":0.0000010872657,"teacher_disagreement_score":0.52768654,"about_ca_system_score_codex":0.00017230028,"about_ca_system_score_gemma":0.000110965986,"threshold_uncertainty_score":0.9995785},"labels":[],"label_agreement":null},{"id":"W3208023763","doi":"10.24875/ngl.21000017","title":"Alteraciones de la motilidad esofágica en la manometría de alta resolución: Clasificación de Chicago versión 4.0©","year":2021,"lang":"es","type":"article","venue":"NeuroGastroLATAM Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Humanities; Medicine; Philosophy","score_opus":0.02143277239831627,"score_gpt":0.3431230970743677,"score_spread":0.32169032467605146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208023763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8971793,0.071681246,0.003951796,0.007321549,0.0008133231,0.0027626182,0.00034837212,0.0003006285,0.015641142],"genre_scores_gemma":[0.90168035,0.07572692,0.016282527,0.0019405537,0.0019384131,0.00024065081,0.00016553425,0.00033117906,0.0016938512],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9842576,0.009744837,0.0013125279,0.0015618404,0.001031754,0.0020914497],"domain_scores_gemma":[0.99297124,0.0028478864,0.0004595982,0.0020970888,0.00027399455,0.0013501843],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004963884,0.00088059745,0.0017370213,0.000527644,0.00035331043,0.00046204,0.0010348862,0.00060875976,0.0017002382],"category_scores_gemma":[0.008428486,0.00086673157,0.0009077904,0.0015043379,0.0005810552,0.00033068232,0.00080047443,0.0030876924,0.0011073776],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010844378,0.0026096303,0.4465649,0.0056459885,0.0008550221,0.012024952,0.0016864878,0.000085454456,0.19306733,0.0062068063,0.007932482,0.32223648],"study_design_scores_gemma":[0.0030015535,0.0006157732,0.24728836,0.0011284741,0.0007801477,0.002805832,0.0002429064,0.0017719234,0.0049620355,0.000102027174,0.73688024,0.00042068845],"about_ca_topic_score_codex":0.000034121826,"about_ca_topic_score_gemma":0.0000083701125,"teacher_disagreement_score":0.7289478,"about_ca_system_score_codex":0.0007542216,"about_ca_system_score_gemma":0.00067009404,"threshold_uncertainty_score":0.99992394},"labels":[],"label_agreement":null},{"id":"W3208434652","doi":"10.3390/geriatrics6040107","title":"Snoring Remediation with Oral Appliance Therapy Potentially Reverses Cognitive Impairment: An Intervention Controlled Pilot Study","year":2021,"lang":"en","type":"article","venue":"Geriatrics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Relative risk; Montreal Cognitive Assessment; Cohort; Internal medicine; Population; Oral appliance; Cardiology; Anesthesia; Physical therapy; Cognitive impairment; Disease; Sleep apnea; Confidence interval","score_opus":0.03984470642120455,"score_gpt":0.32905333253335256,"score_spread":0.28920862611214804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208434652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896772,0.00032386178,0.0069245296,0.000106225125,0.00025788552,0.0023905248,0.000012105017,0.000076658165,0.00023101275],"genre_scores_gemma":[0.99748766,0.00009639254,0.0014668878,0.000056940582,0.00031696766,0.00018390612,0.00010450281,0.00003673477,0.00024999218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978583,0.00032219317,0.00034611445,0.00045406492,0.0007063214,0.00031302212],"domain_scores_gemma":[0.99838257,0.0000911663,0.00018146605,0.00027771064,0.00091658504,0.00015050349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065389735,0.00018572803,0.00042415064,0.00016550899,0.00013621323,0.00008281275,0.00008424582,0.000042554504,0.00022467671],"category_scores_gemma":[0.00025144903,0.000152467,0.00008361086,0.000644176,0.00005070127,0.00024956837,0.000055299424,0.0002449803,0.000025740901],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10709305,0.032136314,0.46663392,0.0003719341,0.0032718852,0.002230773,0.0033976086,0.00005484479,0.04988741,0.00015323547,0.00008090869,0.3346881],"study_design_scores_gemma":[0.13289279,0.03155179,0.81548595,0.000113053924,0.00073599635,0.00009725851,0.0106874,0.00054619653,0.00725571,0.00008926418,0.00009761713,0.00044695477],"about_ca_topic_score_codex":0.000075900025,"about_ca_topic_score_gemma":0.00011602711,"teacher_disagreement_score":0.34885207,"about_ca_system_score_codex":0.00015220628,"about_ca_system_score_gemma":0.00011201231,"threshold_uncertainty_score":0.62174237},"labels":[],"label_agreement":null},{"id":"W3208536394","doi":"10.3390/jcm10214956","title":"Longitudinal Morphological Changes in the Adenoids and Tonsils in Japanese School Children","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Ministry of Education, Culture, Sports, Science and Technology","keywords":"Medicine; Adenoid; Airway; Tonsil; Palatine tonsil; Longitudinal study; Population; Age groups; Pediatrics; Physiology; Immunology; Pathology; Demography; Surgery","score_opus":0.10311950992171917,"score_gpt":0.44599224553944944,"score_spread":0.34287273561773024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208536394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9392031,0.00324163,0.000005795635,0.056280512,0.00023179158,0.00021606452,0.0000011907773,0.0000032112905,0.00081671687],"genre_scores_gemma":[0.9943185,0.0012942491,0.00032375794,0.0022281841,0.001758802,0.0000036947038,0.0000026270022,0.000009741978,0.000060429036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966307,0.00067119836,0.0012457002,0.0002586835,0.00089397805,0.00029968584],"domain_scores_gemma":[0.99692786,0.0018200368,0.00027650828,0.0002738384,0.0003330329,0.00036874347],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0053890413,0.00014167723,0.000979007,0.00025157578,0.000026304115,0.000013102123,0.00021427168,0.00019115028,0.00064420665],"category_scores_gemma":[0.020800458,0.000072929004,0.000108020016,0.0005691898,0.00055105006,0.000073391675,0.000093249466,0.0020984367,0.000007328094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071239675,0.00044536943,0.9688155,0.000031399122,0.00006697331,0.0076128063,0.00028327483,5.475459e-7,0.0008602979,0.000028108387,0.00039036627,0.02075296],"study_design_scores_gemma":[0.007707327,0.0023655817,0.9791761,0.000437651,0.00009155568,0.00824813,0.0014098048,0.0000258505,0.000084410356,0.00020475299,0.00018368044,0.00006516451],"about_ca_topic_score_codex":0.000036058802,"about_ca_topic_score_gemma":0.000092960494,"teacher_disagreement_score":0.055115428,"about_ca_system_score_codex":0.00005030904,"about_ca_system_score_gemma":0.00012592511,"threshold_uncertainty_score":0.98744774},"labels":[],"label_agreement":null},{"id":"W3208927844","doi":"10.1016/j.sleep.2021.10.009","title":"Increased serum levels of cyclophilin a and matrix metalloproteinase-9 are associated with cognitive impairment in patients with obstructive sleep apnea","year":2021,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cypa; Internal medicine; Medicine; Obstructive sleep apnea; Gastroenterology; Polysomnography; Montreal Cognitive Assessment; Pittsburgh Sleep Quality Index; Univariate analysis; Homocysteine; Cognitive impairment; Apnea; Immunology; Disease; Multivariate analysis; Cognition; Psychiatry; Sleep quality","score_opus":0.012452827361702038,"score_gpt":0.26626963500911754,"score_spread":0.2538168076474155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208927844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956882,0.0005136559,0.00013418606,0.0007298152,0.000058706562,0.002057038,0.00037978645,0.00004405908,0.00039454317],"genre_scores_gemma":[0.9987842,0.00000716412,0.0005414208,0.00015423822,0.0000629735,0.000093532355,0.00021224229,0.000073322924,0.0000709315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99607295,0.00035387222,0.0006364944,0.00077680143,0.0015146603,0.00064523297],"domain_scores_gemma":[0.9965824,0.00041691258,0.00043427004,0.00041735327,0.0017253663,0.00042368463],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005687842,0.00045581814,0.001262552,0.00047849544,0.00008356655,0.0000115233615,0.000118340875,0.00017694382,0.00047892364],"category_scores_gemma":[0.0016382015,0.00031786656,0.00006689669,0.0014500171,0.0008293827,0.0001728981,0.00014688043,0.00061075896,0.000003985107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004442905,0.0012576364,0.97967964,0.00033761325,0.0015093428,0.0009574508,0.0011080012,0.0000062105646,0.0013955311,0.000046939003,0.0000030756646,0.009255652],"study_design_scores_gemma":[0.035053533,0.003610504,0.94847083,0.0015332665,0.00072500133,0.000051802388,0.00420707,0.00025338642,0.0057065925,0.00008630997,0.0000030774288,0.00029863542],"about_ca_topic_score_codex":0.00013330525,"about_ca_topic_score_gemma":0.00025140244,"teacher_disagreement_score":0.031208819,"about_ca_system_score_codex":0.00034178834,"about_ca_system_score_gemma":0.0001313184,"threshold_uncertainty_score":0.99992734},"labels":[],"label_agreement":null},{"id":"W3209113329","doi":"10.2196/26524","title":"Noncontact Sleep Monitoring With Infrared Video Data to Estimate Sleep Apnea Severity and Distinguish Between Positional and Nonpositional Sleep Apnea: Model Development and Experimental Validation","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vector Institute; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; FedDev Ontario; Toronto Rehabilitation Institute","keywords":"Supine position; Sleep apnea; Apnea; Polysomnography; Medicine; Sleep (system call); Sleep Stages; Anesthesia; Computer science","score_opus":0.0883475211134114,"score_gpt":0.4266960041816569,"score_spread":0.3383484830682455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209113329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801968,0.00073067186,0.0152972685,0.00308106,0.0000966201,0.00028857132,0.000041852778,0.000012091487,0.0002551117],"genre_scores_gemma":[0.96948624,0.000015430549,0.029536685,0.00006863185,0.00062284333,0.000018428284,0.000137182,0.000032160257,0.00008242629],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99399817,0.00030034152,0.00069119036,0.0005891231,0.0038947808,0.00052638055],"domain_scores_gemma":[0.9963443,0.00067848345,0.00013958671,0.00030869705,0.0011664539,0.0013624287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031401096,0.00023252163,0.0005185159,0.00037477768,0.00021507012,0.00028114673,0.0004231872,0.00019078732,0.00014864227],"category_scores_gemma":[0.001741123,0.0001901596,0.000037210586,0.00030389227,0.0004080957,0.00047508467,0.0015875131,0.001434741,0.000004784511],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006302436,0.0018471002,0.7311443,0.0010167025,0.003002434,0.0076863887,0.008268861,0.00012398465,0.02752233,0.00043005802,0.0012955973,0.21135983],"study_design_scores_gemma":[0.010585668,0.0025620405,0.5763345,0.002039318,0.00025088826,0.007766655,0.0025020076,0.25020173,0.14596319,0.00028978128,0.0008216482,0.00068258715],"about_ca_topic_score_codex":0.00004081802,"about_ca_topic_score_gemma":0.000011228651,"teacher_disagreement_score":0.25007775,"about_ca_system_score_codex":0.00037643092,"about_ca_system_score_gemma":0.0004201273,"threshold_uncertainty_score":0.7754483},"labels":[],"label_agreement":null},{"id":"W3209197537","doi":"10.1088/1361-6579/ac278e","title":"Night to night variability of pulse oximetry features in children at home and at the hospital","year":2021,"lang":"en","type":"article","venue":"Physiological Measurement","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pulse oximetry; Medicine; Photoplethysmogram; Polysomnography; Obstructive sleep apnea; Apnea; Heart rate variability; Bland–Altman plot; Emergency medicine; Anesthesia; Internal medicine; Heart rate; Limits of agreement; Blood pressure","score_opus":0.025000942683041715,"score_gpt":0.27705230919367485,"score_spread":0.25205136651063315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209197537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99577045,0.0008635992,0.000011552361,0.0019937004,0.000070750175,0.0008037216,0.000020227899,0.000014254355,0.00045173476],"genre_scores_gemma":[0.99937856,0.00002201164,0.00019094275,0.00018522161,0.0000800829,0.00005442667,0.000016685633,0.000010002328,0.0000620455],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99757254,0.0003945846,0.0002685769,0.0005413836,0.0008749106,0.00034801385],"domain_scores_gemma":[0.998828,0.00012628773,0.000050111197,0.0005018269,0.00030690414,0.00018688694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085427513,0.00017487461,0.00041859376,0.000047331654,0.00008929024,0.000009757917,0.0001452478,0.000100099904,0.0005089216],"category_scores_gemma":[0.001208403,0.00009751835,0.00010351151,0.00035006047,0.00022772966,0.000026976535,0.00059642736,0.0002962609,0.000021787042],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036726403,0.00071634515,0.46926722,0.000048000726,0.00014336746,0.000015286038,0.00012421954,0.0000069136395,0.5254674,0.00011499131,0.00026717107,0.0034618485],"study_design_scores_gemma":[0.00088162976,0.0004061849,0.9082749,0.000023144597,0.00002948406,0.000018243969,0.00003309236,0.0000072810158,0.08971752,0.00046408162,0.0000352233,0.00010922092],"about_ca_topic_score_codex":0.000034877125,"about_ca_topic_score_gemma":0.00002837312,"teacher_disagreement_score":0.43900767,"about_ca_system_score_codex":0.0004967864,"about_ca_system_score_gemma":0.000026564514,"threshold_uncertainty_score":0.5572335},"labels":[],"label_agreement":null},{"id":"W3209442372","doi":"10.1152/japplphysiol.00085.2021","title":"Physiological responses and perceived comfort to high-flow nasal cannula therapy in awake adults: effects of flow magnitude and temperature","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"National Health and Medical Research Council; Medical Research Council; Department of Health and Aged Care, Australian Government; Neuroscience Research Australia","keywords":"Genioglossus; Anesthesia; Medicine; Airway; Supine position; Cannula; Breathing; Obstructive sleep apnea; Surgery","score_opus":0.00898632579166035,"score_gpt":0.275123733519243,"score_spread":0.26613740772758265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209442372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985715,0.0004964433,0.0000050376457,0.000393487,0.000101835496,0.00038523518,0.000013761285,0.0000055842092,0.000027088161],"genre_scores_gemma":[0.99542034,0.00053664733,0.0032169088,0.000551945,0.00021500206,0.000016477852,0.000011177541,0.000018756842,0.000012742192],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985453,0.00020517477,0.0003953506,0.00030343392,0.00025964028,0.00029112116],"domain_scores_gemma":[0.9987385,0.00042948112,0.00013098332,0.00019104195,0.00030412193,0.00020586485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019902401,0.00019702963,0.00084393704,0.00020416347,0.00004223529,0.00001022306,0.00010470919,0.0001974421,0.00004584752],"category_scores_gemma":[0.00023870567,0.00013925113,0.00007495006,0.00025415895,0.00024323924,0.00004120151,0.0001078258,0.00063306704,0.0000012773918],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01017282,0.00031999737,0.0023781215,0.00017410146,0.00014877527,0.0002519293,0.0007593119,0.00006877378,0.9748401,0.000057107598,0.000085462365,0.010743512],"study_design_scores_gemma":[0.00676292,0.0018435682,0.9125254,0.00014247627,0.00002825554,0.00015369897,0.00047842014,0.000114829454,0.07740956,0.0003521411,0.00007149329,0.00011722939],"about_ca_topic_score_codex":0.000012235786,"about_ca_topic_score_gemma":0.000008434847,"teacher_disagreement_score":0.9101473,"about_ca_system_score_codex":0.00005269016,"about_ca_system_score_gemma":0.00011218886,"threshold_uncertainty_score":0.56784964},"labels":[],"label_agreement":null},{"id":"W3209816734","doi":"10.3390/children8110980","title":"Characteristics of Children Likely to Have Spontaneous Resolution of Obstructive Sleep Apnea: Results from the Childhood Adenotonsillectomy Trial (CHAT)","year":2021,"lang":"en","type":"article","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Adenoidectomy; Randomized controlled trial; Pediatrics; Apnea; Internal medicine; Tonsillectomy; Anesthesia","score_opus":0.012952490061412027,"score_gpt":0.25824673928584113,"score_spread":0.2452942492244291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209816734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99215734,0.00043002484,0.00014085957,0.00093906897,0.0003318942,0.002477193,0.0028594283,0.000048018843,0.00061617425],"genre_scores_gemma":[0.9955849,0.000038965307,0.0014503703,0.00015181598,0.0010759877,0.000035416924,0.0015085487,0.000067382265,0.000086594635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961907,0.0003546548,0.0010601169,0.00082920137,0.0010276183,0.00053767546],"domain_scores_gemma":[0.9964525,0.0006616881,0.00047073985,0.0013824793,0.0007508444,0.0002817221],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004116661,0.0003632351,0.00096217304,0.00019944567,0.00016679091,0.000034466764,0.00046597203,0.00025454993,0.00013348025],"category_scores_gemma":[0.003847195,0.00029055213,0.00034589073,0.00066949305,0.00034164276,0.000086590706,0.00040398366,0.00068879675,0.000039567236],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.20115623,0.0053011663,0.5706247,0.00009833169,0.00886783,0.0010107463,0.020505726,0.00009746483,0.035013687,0.00066853565,0.00151888,0.15513667],"study_design_scores_gemma":[0.028513497,0.0008273288,0.9415558,0.000117523916,0.0003927074,0.0006221136,0.0002643837,0.000067188055,0.027262457,0.000087641994,0.000042093383,0.00024724394],"about_ca_topic_score_codex":0.00071518234,"about_ca_topic_score_gemma":0.00007659646,"teacher_disagreement_score":0.3709311,"about_ca_system_score_codex":0.0001828494,"about_ca_system_score_gemma":0.00024036517,"threshold_uncertainty_score":0.99995464},"labels":[],"label_agreement":null},{"id":"W3210660129","doi":"10.3390/children8110944","title":"Considerations in Surgical Management of Pediatric Obstructive Sleep Apnea: Tonsillectomy and Beyond","year":2021,"lang":"en","type":"review","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Tonsillectomy; Adenoidectomy; Obstructive sleep apnea; Medicine; Incidence (geometry); Sleep apnea; Pediatrics; Intensive care medicine; Surgery; Anesthesia","score_opus":0.029437113071838078,"score_gpt":0.33574238338929674,"score_spread":0.3063052703174587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210660129","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003375243,0.98939,0.0000052097516,0.000038129263,0.00009962021,0.0018173056,0.00009622326,0.000019474219,0.005158757],"genre_scores_gemma":[0.002582756,0.9954212,0.0012028551,0.000008419302,0.00021883908,0.000116854106,0.000296299,0.000054476597,0.00009834189],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975747,0.00023701435,0.00072698575,0.00066198525,0.00044440062,0.00035491254],"domain_scores_gemma":[0.99860674,0.00038795234,0.00019957309,0.00048233685,0.00014796127,0.00017545829],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022531144,0.0003695005,0.0019515246,0.00063628814,0.00006221002,0.000027208958,0.00010625788,0.00028206393,0.0003065947],"category_scores_gemma":[0.000106285086,0.00031978896,0.00030622495,0.00095589424,0.00020226442,0.000056154393,0.00032541822,0.0007033633,0.000015423815],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013245796,0.00030196903,0.011367107,0.010696817,0.0019195453,0.0013507941,0.00013726809,5.703057e-7,1.0525418e-7,0.004563445,0.00013756231,0.96951157],"study_design_scores_gemma":[0.044760086,0.0019168124,0.4473677,0.03373141,0.062167425,0.034951426,0.0023027724,0.00008775673,0.00008007776,0.0036601142,0.3608817,0.008092738],"about_ca_topic_score_codex":0.000012537718,"about_ca_topic_score_gemma":0.0000034751274,"teacher_disagreement_score":0.9614188,"about_ca_system_score_codex":0.00016287483,"about_ca_system_score_gemma":0.0001428711,"threshold_uncertainty_score":0.99992543},"labels":[],"label_agreement":null},{"id":"W3212144814","doi":"","title":"Evaluation Mandibular Advancement Surgeries For Pediatric Obstructive Sleep Apnea: A Systematic Review And Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Turkish Online Journal of Qualitative Inquiry","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Meta-analysis; Hypopnea; Confidence interval; Apnea–hypopnea index; Randomized controlled trial; Study heterogeneity; Sleep apnea; Systematic review; MEDLINE; Apnea; Internal medicine; Polysomnography","score_opus":0.39535642156467227,"score_gpt":0.5452504727804636,"score_spread":0.1498940512157913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212144814","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023862382,0.9851605,0.005904876,0.0006292629,0.0002585087,0.0071615283,0.0008430741,0.000011988363,0.0000063517914],"genre_scores_gemma":[0.000017926139,0.98835784,0.008843087,0.00021004789,0.0005917647,0.0009440708,0.00081642205,0.00010208096,0.00011675479],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9824883,0.008482476,0.004787519,0.0007791401,0.0029457875,0.000516797],"domain_scores_gemma":[0.97817737,0.0051740855,0.0060942476,0.0007483405,0.009412774,0.00039316536],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01838112,0.0009245693,0.018775215,0.0017531916,0.00013445619,0.000082093116,0.00035856478,0.00030436352,0.0004055501],"category_scores_gemma":[0.015076352,0.00060382334,0.006677599,0.002540627,0.0003309982,0.0003878368,0.0001672765,0.0010135217,0.0000041644244],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003364341,0.0002659344,9.544497e-7,0.6577249,0.32941458,0.000066498105,0.0019826095,0.0000030789017,1.543855e-7,0.00007640779,0.00012357607,0.010307628],"study_design_scores_gemma":[0.0008085347,0.0005506444,0.0000035097628,0.020843977,0.9645181,0.0004278889,0.0061095622,0.000032856453,7.4068146e-7,0.00018133153,0.00605734,0.00046552747],"about_ca_topic_score_codex":0.0000023448024,"about_ca_topic_score_gemma":0.000003025872,"teacher_disagreement_score":0.63688093,"about_ca_system_score_codex":0.00083505525,"about_ca_system_score_gemma":0.0008266285,"threshold_uncertainty_score":0.9996413},"labels":[],"label_agreement":null},{"id":"W3212223462","doi":"10.1038/s41390-021-01841-8","title":"Blood pressure variability in children with obesity and sleep-disordered breathing following positive airway pressure treatment","year":2021,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta; McGill University Health Centre; Alberta Children's Hospital; McGill University; Children's Hospital of Eastern Ontario; University of Calgary; Montreal Children's Hospital; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Blood pressure; Ambulatory blood pressure; Positive airway pressure; Cardiology; Breathing; Population; Continuous positive airway pressure; Obesity; Heart rate variability; Internal medicine; Anesthesia; Diastole; Heart rate; Obstructive sleep apnea","score_opus":0.015826059584535365,"score_gpt":0.3089604207071164,"score_spread":0.293134361122581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212223462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844773,0.010748416,0.000077816854,0.0006275322,0.00003519793,0.0021859817,0.00007257782,0.000052412695,0.0017228024],"genre_scores_gemma":[0.99693966,0.000552786,0.0011745573,0.000010695383,0.00030939167,0.00017254418,0.0000697667,0.00005216896,0.0007184333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994225,0.0015795218,0.0003528445,0.0012082041,0.0015914941,0.0010429348],"domain_scores_gemma":[0.9969801,0.001092863,0.000055555025,0.00080519664,0.00063606974,0.00043027007],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025389534,0.00031119125,0.0006120304,0.0004922197,0.00035033113,0.00013171883,0.00020469216,0.00023838882,0.00015046916],"category_scores_gemma":[0.0015260682,0.00025046457,0.000128505,0.0017623093,0.00018824091,0.00025483078,0.00041225378,0.0011510848,0.000011585748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031089928,0.001744563,0.9880536,0.00021659902,0.0014434532,0.0005796748,0.0010680315,0.000024640862,0.00047073228,0.000077941484,0.0000125404495,0.005997283],"study_design_scores_gemma":[0.0065850243,0.0009759189,0.98595905,0.000037524,0.001708978,0.00026404852,0.00027383864,0.00078912446,0.0029456024,0.00016618699,0.00004694703,0.00024773157],"about_ca_topic_score_codex":0.0013864655,"about_ca_topic_score_gemma":0.000103279395,"teacher_disagreement_score":0.012462394,"about_ca_system_score_codex":0.00015771345,"about_ca_system_score_gemma":0.00049289817,"threshold_uncertainty_score":0.99999475},"labels":[],"label_agreement":null},{"id":"W3212653357","doi":"10.2298/vsp210727093j","title":"Correlation between oxidative stress and cognitive impairment in patients with obstructive sleep apnea hypopnea syndrome","year":2021,"lang":"en","type":"article","venue":"Vojnosanitetski pregled","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hypopnea; Medicine; Polysomnography; Obstructive sleep apnea; Montreal Cognitive Assessment; Oxidative stress; Internal medicine; Malondialdehyde; Body mass index; Gastroenterology; Physical therapy; Apnea; Cognitive impairment; Disease","score_opus":0.010527029670405873,"score_gpt":0.2528223984849559,"score_spread":0.24229536881455005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212653357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954352,0.00017615572,0.001015206,0.000113865426,0.00008915391,0.0019123527,0.00030814367,0.00006396442,0.0008860011],"genre_scores_gemma":[0.99788076,0.0000041484604,0.00083324657,0.00004262329,0.000048886784,0.000104638464,0.0009365921,0.00006452505,0.00008456456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969541,0.0003101386,0.00045308567,0.00083871436,0.0008491118,0.0005948896],"domain_scores_gemma":[0.99770695,0.00055616186,0.00019047433,0.00035273173,0.0008637873,0.0003298809],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014880064,0.0003883608,0.00067031744,0.00040530792,0.00013436886,0.00006658899,0.00008757272,0.00019568417,0.00020619658],"category_scores_gemma":[0.0004307235,0.00034397902,0.00007067938,0.00093999563,0.00032349591,0.00041416654,0.00022234657,0.0006356606,0.000039919232],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000954095,0.00065383554,0.9844421,0.00013855846,0.00056918606,0.0005084056,0.0013195619,0.000011995473,0.00011917993,0.000060286147,0.0000021111907,0.011220654],"study_design_scores_gemma":[0.011826703,0.001476441,0.97894573,0.00044617002,0.00035247148,0.00007696808,0.0019635851,0.00047046982,0.003946365,0.00013748236,0.00000475995,0.00035282556],"about_ca_topic_score_codex":0.000042071748,"about_ca_topic_score_gemma":0.000037669277,"teacher_disagreement_score":0.010872608,"about_ca_system_score_codex":0.00029087573,"about_ca_system_score_gemma":0.00009516852,"threshold_uncertainty_score":0.99990124},"labels":[],"label_agreement":null},{"id":"W3213111223","doi":"10.14740/jem.v0i0.773","title":"Continuous Positive Airway Pressure Treatment for Obstructive Sleep Apnea Does Not Reduce Arterial Stiffness in Patients With Type 2 Diabetes After One Year of Follow-Up","year":2021,"lang":"en","type":"article","venue":"Journal of Endocrinology and Metabolism","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Arterial stiffness; Pulse wave velocity; Blood pressure; Continuous positive airway pressure; Cardiology; Type 2 diabetes; Internal medicine; Obstructive sleep apnea; Diabetes mellitus; Body mass index; Sleep apnea; Endocrinology","score_opus":0.010852772436515293,"score_gpt":0.2603918214625818,"score_spread":0.2495390490260665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213111223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967424,0.0014561093,0.000019069432,0.0002507755,0.0008841756,0.00045694044,0.0001392603,0.0000034106768,0.00004785012],"genre_scores_gemma":[0.9979365,0.00006730927,0.0014712046,0.00003232745,0.00024936206,0.000024326697,0.000014615599,0.000019750983,0.00018460513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867916,0.00013435929,0.0003826418,0.00022907989,0.00023748234,0.00033728813],"domain_scores_gemma":[0.99821633,0.00015747987,0.00025090214,0.00015564683,0.0011100508,0.00010957649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000728501,0.00017191416,0.0008159688,0.0001988234,0.000032667594,0.000010786577,0.000063974374,0.00009229775,0.000061595274],"category_scores_gemma":[0.0002383102,0.00011097741,0.00010568451,0.00012830833,0.00021224124,0.000130773,0.000043881573,0.00022299474,6.5509636e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.098954864,0.0033605217,0.47125614,0.0003396655,0.008923386,0.0004416003,0.0038161897,0.000006484805,0.24557695,0.0014703489,0.00002088039,0.16583297],"study_design_scores_gemma":[0.020197315,0.0011332181,0.82115823,0.000059899026,0.0008838884,0.000031745865,0.0003327474,0.0000029317432,0.15555775,0.00011524677,0.00042825102,0.0000987722],"about_ca_topic_score_codex":0.0000074714058,"about_ca_topic_score_gemma":0.000009098471,"teacher_disagreement_score":0.3499021,"about_ca_system_score_codex":0.00003695477,"about_ca_system_score_gemma":0.000082105726,"threshold_uncertainty_score":0.45255277},"labels":[],"label_agreement":null},{"id":"W3213397558","doi":"10.1513/annalsats.202106-738oc","title":"Polysomnographic Markers of Obstructive Sleep Apnea Severity and Cancer-related Mortality: A Large Retrospective Multicenter Clinical Cohort Study","year":2021,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Health Sciences Centre; University of Calgary; Sunnybrook Health Science Centre; St. Michael's Hospital; Western University; University of Toronto; Ottawa Hospital","funders":"ResMed; Ottawa Hospital Research Institute; National Heart, Lung, and Blood Institute; American Thoracic Society; Cancer Care Ontario; London Health Sciences Centre; Lung Health Foundation; University of Ottawa; AstraZeneca Canada; AstraZeneca; University of California, San Diego; National Institute on Aging; CHEST Foundation","keywords":"Medicine; Interquartile range; Hazard ratio; Internal medicine; Obstructive sleep apnea; Retrospective cohort study; Hypoxemia; Sleep apnea; Cancer; Lung cancer; Cohort study; Confidence interval","score_opus":0.06461728847443915,"score_gpt":0.4387700098481858,"score_spread":0.37415272137374667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213397558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967525,0.0005454642,0.00002845056,0.00093844626,0.00017380627,0.001189609,0.00018451265,0.000039475042,0.00014776285],"genre_scores_gemma":[0.9980379,0.0006951457,0.00058850984,0.000489302,0.00005448645,0.00004662702,0.0000070105407,0.000037440826,0.00004358756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99600065,0.0010183579,0.0008056167,0.00071512593,0.0009701073,0.0004901701],"domain_scores_gemma":[0.9964694,0.00031718696,0.0008825001,0.0008647244,0.0012450842,0.00022113907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018989,0.00027000287,0.0012137888,0.000060943465,0.00015894166,0.000014713689,0.00026764598,0.00011496601,0.00005538187],"category_scores_gemma":[0.0007277318,0.0002103885,0.00089409004,0.0016690564,0.0019605719,0.00010794821,0.0005196337,0.00081281306,0.0000010777593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005781314,0.0014923076,0.9736149,0.000098733864,0.0073333797,0.000013510978,0.0019397085,8.135353e-7,0.00085574045,0.000013579293,0.00007552941,0.013983683],"study_design_scores_gemma":[0.0012287222,0.00052008673,0.9785127,0.00005490298,0.00090903474,0.000010768702,0.014066065,0.001309307,0.0030880012,0.00010871296,0.000019861805,0.00017185695],"about_ca_topic_score_codex":0.0009237896,"about_ca_topic_score_gemma":0.00006790061,"teacher_disagreement_score":0.013811826,"about_ca_system_score_codex":0.00008298217,"about_ca_system_score_gemma":0.0001266374,"threshold_uncertainty_score":0.8579394},"labels":[],"label_agreement":null},{"id":"W3213600031","doi":"10.1186/s12931-021-01880-z","title":"Comparison of airway pressures and expired gas washout for nasal high flow versus CPAP in child airway replicas","year":2021,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; Women and Children’s Health Research Institute; University of Alberta","funders":"Lung Association, Alberta and NWT","keywords":"Medicine; Continuous positive airway pressure; Anesthesia; Airway; Nasal cannula; Washout; Cannula; Obstructive sleep apnea; Positive pressure; Breathing; Positive end-expiratory pressure; Mechanical ventilation; Surgery; Internal medicine","score_opus":0.15257653925465323,"score_gpt":0.4568330197310693,"score_spread":0.30425648047641607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213600031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871735,0.0052050366,0.00007091681,0.0013691247,0.00017881606,0.0016677183,0.000069332506,0.000042366206,0.004223169],"genre_scores_gemma":[0.9977231,0.00006250198,0.0010766287,0.000045486853,0.00033625113,0.00027537448,0.000035974772,0.00007382487,0.0003708725],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.994862,0.0008006581,0.000690931,0.0009465296,0.001704397,0.00099545],"domain_scores_gemma":[0.9954946,0.0015781445,0.000094315394,0.0011103567,0.0013056478,0.00041691193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002452496,0.00024622862,0.0008235529,0.00065550546,0.00024909555,0.000060603856,0.0003127891,0.00028931786,0.0002803445],"category_scores_gemma":[0.004065385,0.00023587103,0.00013963987,0.001032196,0.0006803112,0.00014212343,0.00048304428,0.0011646961,0.000022331707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.031319335,0.003637734,0.24300751,0.004421155,0.0010425013,0.0010089992,0.0033676552,0.00029287324,0.48202142,0.0034104823,0.009870639,0.2165997],"study_design_scores_gemma":[0.018861614,0.0042409035,0.039648112,0.00042704583,0.00007131456,0.000026567564,0.00238177,0.0056181774,0.9024276,0.00013302112,0.025766231,0.00039760428],"about_ca_topic_score_codex":0.00007984873,"about_ca_topic_score_gemma":0.00022446687,"teacher_disagreement_score":0.42040622,"about_ca_system_score_codex":0.00025470354,"about_ca_system_score_gemma":0.00042191398,"threshold_uncertainty_score":0.96185416},"labels":[],"label_agreement":null},{"id":"W3213632679","doi":"10.1513/annalsats.202108-960oc","title":"Obstructive Sleep Apnea and Lung Cancer: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Hazard ratio; Meta-analysis; Internal medicine; Obstructive sleep apnea; Confidence interval; Publication bias; Observational study; Cohort study; Cochrane Library; Oncology","score_opus":0.17382558062407083,"score_gpt":0.4873610399280226,"score_spread":0.31353545930395177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213632679","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000034600293,0.99424505,0.00004616366,0.0018724304,0.000024757464,0.0033453593,0.0003702227,0.000020946798,0.000040449297],"genre_scores_gemma":[0.0001067175,0.9964364,0.0006096917,0.0016417601,0.000035574692,0.00078816235,0.000028836685,0.00007035567,0.00028249252],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9949238,0.0016824002,0.0012038246,0.00085449324,0.00086870836,0.0004668142],"domain_scores_gemma":[0.994156,0.0008485097,0.0024444163,0.0015484514,0.00074785453,0.00025475168],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0014283555,0.0006598551,0.015386011,0.00014353459,0.00015791977,0.000045164896,0.00046707125,0.0001467846,0.0001130357],"category_scores_gemma":[0.00072543643,0.0003657874,0.008063694,0.003722868,0.0012777786,0.000076552744,0.00062396383,0.00077836966,0.0000014948255],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029903188,0.000025849145,0.000027013422,0.59144044,0.36232033,0.000004191067,0.0001284043,1.6454912e-7,3.1391636e-7,0.000010108284,0.00019491442,0.045845307],"study_design_scores_gemma":[0.0000454798,0.00004082142,0.0000374887,0.025039501,0.9715986,0.00008523818,0.00043044912,0.000060372317,0.0000064140236,0.000006542262,0.002339311,0.0003097368],"about_ca_topic_score_codex":0.00018555373,"about_ca_topic_score_gemma":0.000005213771,"teacher_disagreement_score":0.6092783,"about_ca_system_score_codex":0.0001012927,"about_ca_system_score_gemma":0.00017171391,"threshold_uncertainty_score":0.9998794},"labels":[],"label_agreement":null},{"id":"W3213806739","doi":"10.5664/jcsm.9774","title":"Circulating C-reactive protein levels in patients with suspected obstructive sleep apnea","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Internal medicine; Body mass index; C-reactive protein; Spirometry; Apnea–hypopnea index; Cardiology; Cohort; Polysomnography; Univariate analysis; Apnea; Multivariate analysis; Asthma","score_opus":0.052804061430487444,"score_gpt":0.3762253537581232,"score_spread":0.3234212923276358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213806739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99233747,0.00020445246,0.0011592188,0.0028358186,0.0005690862,0.0007842272,0.000006806433,0.000019428537,0.002083477],"genre_scores_gemma":[0.9945193,0.0000028131037,0.0036819533,0.00031595456,0.0013257102,0.0000089916575,0.000017638107,0.000059975962,0.00006765233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99316883,0.00071180554,0.00274671,0.00055508665,0.002206056,0.00061149144],"domain_scores_gemma":[0.99196345,0.0014552239,0.0014740184,0.0005051254,0.0038551397,0.0007470266],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002378599,0.00035541112,0.0019498037,0.0004415316,0.00007682675,0.000019599789,0.00026482088,0.00029759374,0.0007225256],"category_scores_gemma":[0.017452123,0.00023635654,0.00029653826,0.0013128782,0.0006333722,0.00034808318,0.000120447556,0.0026308235,0.000012970374],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040480043,0.0014740828,0.91517234,0.000094169896,0.00086839986,0.003578505,0.00041650463,0.00002185817,0.002844999,0.00017525272,0.000020993177,0.07128491],"study_design_scores_gemma":[0.027600124,0.004027422,0.96320957,0.00071683375,0.00031109914,0.00035229733,0.0010321429,0.00036005737,0.0015129235,0.00051383534,0.00014141263,0.00022228844],"about_ca_topic_score_codex":0.00002339221,"about_ca_topic_score_gemma":0.000020918358,"teacher_disagreement_score":0.071062624,"about_ca_system_score_codex":0.0003935192,"about_ca_system_score_gemma":0.0003269766,"threshold_uncertainty_score":0.99967015},"labels":[],"label_agreement":null},{"id":"W3213965566","doi":"10.2196/31698","title":"Assessment of Patient Journey Metrics for Users of a Digital Obstructive Sleep Apnea Program: Single-Arm Feasibility Pilot Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Telemedicine; Physical therapy; Sleep apnea; Sleep (system call); Internal medicine; Health care; Computer science","score_opus":0.15033650844290025,"score_gpt":0.4586351814169822,"score_spread":0.3082986729740819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213965566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858347,0.00008546675,0.0010071215,0.0001570684,0.00013653422,0.00868617,0.00032977498,0.000040691302,0.0037224689],"genre_scores_gemma":[0.99470705,0.000004060313,0.0039688353,0.000005054654,0.000044535383,0.0010734447,0.000102579506,0.00005246062,0.00004195353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928482,0.00074834935,0.0011619019,0.0006568649,0.0035855316,0.0009991281],"domain_scores_gemma":[0.98825544,0.001629216,0.0004045933,0.0009108321,0.00835922,0.00044070632],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020771767,0.00030735738,0.00094404334,0.0011076601,0.0002284372,0.00013315771,0.000380231,0.000101089136,0.00010358987],"category_scores_gemma":[0.003040369,0.00025850863,0.00028835548,0.003574174,0.000840383,0.0006818504,0.00073504803,0.0010528348,0.0000057638777],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053382493,0.136144,0.60586315,0.0032493102,0.0026049295,0.00012871092,0.017090032,0.000022644655,0.016870888,0.0018469176,0.00015829643,0.21068287],"study_design_scores_gemma":[0.012430802,0.15105665,0.67901224,0.00018426351,0.00014775398,0.000055963064,0.09561075,0.0049864314,0.054339565,0.0014967287,0.00025173955,0.00042709033],"about_ca_topic_score_codex":0.000028512657,"about_ca_topic_score_gemma":0.000015410926,"teacher_disagreement_score":0.21025579,"about_ca_system_score_codex":0.0013245648,"about_ca_system_score_gemma":0.000558108,"threshold_uncertainty_score":0.9999867},"labels":[],"label_agreement":null},{"id":"W3214153362","doi":"10.1093/sleep/zsab267","title":"Risk of chronic kidney disease in patients with obstructive sleep apnea","year":2021,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; McGill University Health Centre; University of British Columbia; Libin Cardiovascular Institute of Alberta; Foothills Medical Centre; Université Laval; University of Saskatchewan; University of Calgary","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; Cumming School of Medicine, University of Calgary","keywords":"Medicine; Obstructive sleep apnea; Kidney disease; Internal medicine; Renal function; Polysomnography; Sleep apnea; Odds ratio; Risk factor; Creatinine; Apnea","score_opus":0.006627473367486088,"score_gpt":0.24756915323761272,"score_spread":0.24094167987012663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214153362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968059,0.00033087083,0.00030450922,0.00022502075,0.00018442581,0.0006187839,0.00021226154,0.000028038206,0.0012902056],"genre_scores_gemma":[0.99881613,0.000010793422,0.00063380337,0.000066299086,0.000095438685,0.000036052443,0.0002061835,0.000045113396,0.00009020489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776924,0.00016067334,0.00032506374,0.0005008752,0.00077914604,0.00046502805],"domain_scores_gemma":[0.99803346,0.00006342917,0.00013776352,0.00066281995,0.00055361824,0.00054889533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012555119,0.00021221953,0.0004046686,0.00021161349,0.000052476807,0.00001242786,0.00013662309,0.00007728171,0.00067047076],"category_scores_gemma":[0.0008223317,0.00017849673,0.00011128488,0.00074153754,0.00024424982,0.00013973274,0.00014373728,0.00043066323,0.00005111856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011580164,0.00080442143,0.96970683,0.00019025424,0.00024105354,0.0001549009,0.00019002162,0.000092243354,0.0002821603,0.00017410504,0.000020477839,0.026985519],"study_design_scores_gemma":[0.0077576423,0.00043459743,0.9855023,0.00009093914,0.00021307454,0.0000024960632,0.00011555471,0.002348731,0.0029277366,0.00019165335,0.00023552848,0.00017972193],"about_ca_topic_score_codex":0.000063971864,"about_ca_topic_score_gemma":0.000035182627,"teacher_disagreement_score":0.026805796,"about_ca_system_score_codex":0.00040785858,"about_ca_system_score_gemma":0.0002266165,"threshold_uncertainty_score":0.73411846},"labels":[],"label_agreement":null},{"id":"W3214214742","doi":"10.5664/jcsm.9758","title":"In-home mandibular repositioning during sleep using MATRx plus predicts outcome and efficacious positioning for oral appliance treatment of obstructive sleep apnea","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Sleep (system call); Obstructive sleep apnea; Medicine; Sleep apnea; Emerging technologies; Library science; Computer science; Artificial intelligence; Internal medicine","score_opus":0.07115153350533751,"score_gpt":0.4166325632372541,"score_spread":0.34548102973191663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214214742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835945,0.0026173803,0.009952556,0.0019157771,0.0009857563,0.00079499814,0.00001669849,0.00001660951,0.00010571993],"genre_scores_gemma":[0.98141176,0.00017805079,0.016606377,0.00014185054,0.0015117391,0.000018020557,0.000017480472,0.000057522935,0.000057193287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942664,0.00030292905,0.003325418,0.00055545,0.0009894936,0.0005603469],"domain_scores_gemma":[0.99508625,0.0013445759,0.0014636499,0.0004056715,0.0011221806,0.00057768007],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015966289,0.00036022565,0.0023395654,0.00042558517,0.0001702763,0.000025356392,0.00015781308,0.00029700322,0.00008803888],"category_scores_gemma":[0.0022700622,0.0002826593,0.0004382161,0.00053493027,0.00054456963,0.000288042,0.00009558285,0.0007208218,0.00000149719],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017221922,0.0024184277,0.85373133,0.0018351977,0.003248524,0.0086852815,0.002110971,0.0035427283,0.05957933,0.00052271766,0.000013779923,0.047089763],"study_design_scores_gemma":[0.073463656,0.009563662,0.8484062,0.0017184411,0.002587729,0.008760237,0.0020049931,0.039676473,0.012133954,0.0009743446,0.00019424483,0.0005160712],"about_ca_topic_score_codex":0.000024817884,"about_ca_topic_score_gemma":0.000007692604,"teacher_disagreement_score":0.056241736,"about_ca_system_score_codex":0.00061498757,"about_ca_system_score_gemma":0.00012356546,"threshold_uncertainty_score":0.99996257},"labels":[],"label_agreement":null},{"id":"W3214910144","doi":"10.1097/hjh.0000000000003058","title":"Sympathetic activation by obstructive sleep apnea: a challenging ‘off-label’ meta-analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University Health Network; University of Toronto","funders":"","keywords":"Obstructive sleep apnea; Wakefulness; Baroreflex; Hypoxia (environmental); Intermittent hypoxia; Blood pressure; Genioglossus; Apnea; Heart rate; Sleep apnea","score_opus":0.0812979767485027,"score_gpt":0.3064486519240879,"score_spread":0.22515067517558518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214910144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9686158,0.014310448,0.0068388265,0.009282713,0.00023769213,0.00022624084,0.0000105245,0.000024032664,0.00045378116],"genre_scores_gemma":[0.99622256,0.00019439956,0.0027925186,0.00039185822,0.00014295771,0.0000032641458,0.000017860484,0.000035201112,0.00019937301],"study_design_codex":"bench_or_experimental","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99724,0.00025186094,0.00066411035,0.00032786623,0.0011854406,0.00033071835],"domain_scores_gemma":[0.9964494,0.00026064925,0.00044865566,0.0004004943,0.0021703837,0.0002703962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005576021,0.00023119515,0.0014213932,0.00058200693,0.00012121689,0.000041344312,0.00012795081,0.00014076415,0.00043420296],"category_scores_gemma":[0.0006729409,0.00016485961,0.0012039914,0.0011407125,0.000071390736,0.00030656895,0.00008097525,0.00064691866,0.000020268928],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035053372,0.0011794982,0.0011537726,0.000077949226,0.18873811,0.0022325206,0.0005397604,0.0003182018,0.76493824,0.00012600726,0.0005280903,0.039817333],"study_design_scores_gemma":[0.0087636905,0.0016056191,0.012447926,0.0000808472,0.48926973,0.008415061,0.0054257032,0.046316516,0.4220024,0.0006186884,0.0042661866,0.0007876207],"about_ca_topic_score_codex":0.000007809753,"about_ca_topic_score_gemma":0.0000012527958,"teacher_disagreement_score":0.34293583,"about_ca_system_score_codex":0.00020346451,"about_ca_system_score_gemma":0.000067251254,"threshold_uncertainty_score":0.672278},"labels":[],"label_agreement":null},{"id":"W3214938555","doi":"10.1016/j.ajog.2021.11.1366","title":"Sleep-disordered breathing in high-risk pregnancies is associated with elevated arterial stiffness and increased risk for preeclampsia","year":2021,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Arterial stiffness; Medicine; Pulse wave velocity; Preeclampsia; Cardiology; Breathing; Blood pressure; Internal medicine; Pregnancy; Intima-media thickness; Polysomnography; Pulse pressure; Obstetrics; Anesthesia; Apnea","score_opus":0.009672868196582939,"score_gpt":0.2521423083471708,"score_spread":0.24246944015058783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214938555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99744546,0.0010723893,0.00047142,0.00032721955,0.00023730837,0.00032695587,0.000098648175,0.000008220292,0.000012403845],"genre_scores_gemma":[0.9967994,0.0005783409,0.002415949,0.00009360887,0.000037171358,0.000013365732,0.000016757886,0.000028788032,0.00001661081],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815184,0.0003630542,0.000492318,0.00029582003,0.00029695473,0.00040000654],"domain_scores_gemma":[0.99141735,0.0065088435,0.000774149,0.00015976717,0.0009176532,0.00022224853],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00048490707,0.000187499,0.0008402352,0.00041112007,0.00012233094,0.000046196925,0.00008608603,0.00011073991,0.000025635994],"category_scores_gemma":[0.019768963,0.00015194439,0.00006658778,0.0009430047,0.00041027777,0.00011359563,0.00006354568,0.000517546,2.5896173e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011798027,0.00044183648,0.7459428,0.00005581579,0.0008168823,0.0008068933,0.0012505689,0.0000142291365,0.0032988149,0.00004299994,0.000011963918,0.24613746],"study_design_scores_gemma":[0.015755381,0.0028489751,0.9759463,0.00008727621,0.00042100472,0.0002894991,0.0021369143,0.0012520067,0.00064179016,0.00033121536,0.000110407425,0.00017923246],"about_ca_topic_score_codex":0.000204134,"about_ca_topic_score_gemma":0.00010391039,"teacher_disagreement_score":0.24595822,"about_ca_system_score_codex":0.00018818887,"about_ca_system_score_gemma":0.00020840735,"threshold_uncertainty_score":0.98848796},"labels":[],"label_agreement":null},{"id":"W3215269854","doi":"10.1212/wnl.94.15_supplement.1116","title":"Screening for Obstructive Sleep Apnea in Stroke and TIA Patients using a Home Sleep Apnea Test vs. In-laboratory Polysomnography: A Randomized Controlled Trial (1116)","year":2020,"lang":"en","type":"article","venue":"Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Polysomnography; Medicine; Sleep apnea; Randomized controlled trial; Obstructive sleep apnea; Apnea; Stroke (engine); Sleep (system call); Physical therapy; Internal medicine","score_opus":0.018760623576700948,"score_gpt":0.2782692021750908,"score_spread":0.2595085785983899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215269854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98689556,0.0002422979,0.0011550526,0.0013399397,0.00043216383,0.009679069,0.00011104228,0.00005712075,0.00008776342],"genre_scores_gemma":[0.99594045,0.000005635641,0.0013035407,0.0015731094,0.00031186666,0.0007543377,0.000028932784,0.00007906585,0.0000030347935],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.995687,0.000993182,0.0010902316,0.00092133,0.00046872318,0.00083954487],"domain_scores_gemma":[0.9954823,0.0031938856,0.00036955366,0.00029041021,0.0003071429,0.00035668365],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008282267,0.0004302567,0.0026502803,0.0009120882,0.000103863036,0.000038488644,0.00020114331,0.00035247716,0.00003825417],"category_scores_gemma":[0.00506696,0.00038568646,0.00035692018,0.00081286265,0.0005747679,0.00018985776,0.00017421923,0.0009695337,0.0000035895587],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.84328836,0.00031794523,0.14946137,0.00006009964,0.00026415076,0.00011573933,0.00044108942,0.000045919296,0.0035836508,0.000030948384,0.0000030792032,0.0023876268],"study_design_scores_gemma":[0.86828536,0.0046582473,0.02625293,0.000009769715,0.00029600036,0.000011138968,0.00006495608,0.09992018,0.00017176995,0.000053857468,0.000034722085,0.0002410584],"about_ca_topic_score_codex":0.000080419755,"about_ca_topic_score_gemma":0.0000359027,"teacher_disagreement_score":0.12320844,"about_ca_system_score_codex":0.00005074165,"about_ca_system_score_gemma":0.000070059505,"threshold_uncertainty_score":0.9998595},"labels":[],"label_agreement":null},{"id":"W3216272773","doi":"","title":"THE PREVALENCE OF INSOMNIA AND SLEEP APNEA IN DISCHARGE ABSTRACT DATA: A CALL TO IMPROVE DATA QUALITY.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Insomnia; Medicine; Sleep apnea; Obstructive sleep apnea; Apnea; Chart; Sleep (system call); Emergency medicine; Sleep disorder; Diagnosis code; Intensive care medicine; Physical therapy; Pediatrics; Psychiatry; Internal medicine; Population; Environmental health","score_opus":0.08259574920965158,"score_gpt":0.3536598391702016,"score_spread":0.27106408996055004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216272773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864967,0.0026407612,0.00007292559,0.0061743427,0.0002053483,0.0017956997,0.0015490331,0.000017622759,0.001047552],"genre_scores_gemma":[0.99826765,0.00013758517,0.00025314523,0.00010354616,0.0000989409,0.00024948802,0.00012709334,0.000017040764,0.0007454923],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99785364,0.00012254324,0.00040322985,0.0006524539,0.0005070698,0.0004610534],"domain_scores_gemma":[0.99663913,0.0004488348,0.000081941864,0.0024555104,0.00013339998,0.00024117652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002045412,0.000114877796,0.00025891987,0.000066753644,0.000048085654,0.000046471545,0.00076228107,0.000055830882,0.000021810827],"category_scores_gemma":[0.0048658885,0.00008237964,0.000019030656,0.00032013148,0.00015842542,0.00029942012,0.0019308524,0.00030780293,0.000007358211],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004119213,0.0003605755,0.17585623,0.0013709686,0.00017172705,0.000074474134,0.00030258164,3.7280333e-7,0.007759291,0.0003244197,0.00042876633,0.8129387],"study_design_scores_gemma":[0.0009928631,0.00002079031,0.9915817,0.00001680194,0.000043669985,0.000011345481,0.00015133206,0.00033916105,0.0023591442,0.000035678902,0.004359242,0.00008831297],"about_ca_topic_score_codex":0.00021261253,"about_ca_topic_score_gemma":0.0004434495,"teacher_disagreement_score":0.81572545,"about_ca_system_score_codex":0.000052568033,"about_ca_system_score_gemma":0.00005468739,"threshold_uncertainty_score":0.58252746},"labels":[],"label_agreement":null},{"id":"W3216464038","doi":"10.1161/circ.144.suppl_1.14167","title":"Abstract 14167: Cardiac Electrophysiologists' Perspectives on Sleep Apnea","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Sleep apnea; Cardiology; Apnea; Central sleep apnea; Sleep (system call); Internal medicine; Polysomnography","score_opus":0.020638606779747683,"score_gpt":0.29865465497761307,"score_spread":0.2780160481978654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216464038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98486924,0.0005815326,0.0005259772,0.00048578484,0.00016993647,0.00026601,0.0000064419664,0.00008035479,0.013014733],"genre_scores_gemma":[0.99909145,0.000021861517,0.00021228044,0.000063001855,0.00040088306,0.000018970208,0.000108058935,0.00002528064,0.000058227986],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986752,0.00007229137,0.00015701907,0.00042444197,0.00039404316,0.0002769627],"domain_scores_gemma":[0.99899244,0.000089456684,0.000049889786,0.0003979638,0.00036700687,0.00010322299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118466516,0.00012894033,0.00022903142,0.000103946295,0.00009602551,0.000027746299,0.0000499866,0.00010247098,0.00038255038],"category_scores_gemma":[0.0003951063,0.0001240959,0.00016299913,0.00032389743,0.00008154105,0.00008325071,0.000023947046,0.00030490308,0.0002826361],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016154376,0.00026076418,0.040195875,0.000057972953,0.0002100369,0.000090844835,0.0005254589,0.00026066691,0.91891307,0.004692388,0.00005966458,0.034571726],"study_design_scores_gemma":[0.00050861103,0.00007909678,0.96166706,0.0000126833565,0.000038632537,0.000011949271,0.0009734873,0.0011369126,0.03484928,0.00036280628,0.00023601057,0.00012345017],"about_ca_topic_score_codex":0.0000115388175,"about_ca_topic_score_gemma":6.1329234e-7,"teacher_disagreement_score":0.9214712,"about_ca_system_score_codex":0.00032954983,"about_ca_system_score_gemma":0.00005482265,"threshold_uncertainty_score":0.5060484},"labels":[],"label_agreement":null},{"id":"W3217068793","doi":"10.5664/jcsm.9776","title":"Treatment outcomes among rural and urban patients with obstructive sleep apnea: a prospective cohort study","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services; Queen's University; University of British Columbia; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Family medicine; Sleep medicine; Library science; Gerontology; Sleep disorder; Psychiatry","score_opus":0.02421548182913428,"score_gpt":0.3646810031265336,"score_spread":0.3404655212973993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217068793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948749,0.00029846487,0.00010124363,0.0011132188,0.00073748984,0.0017688222,0.000007674863,0.000020938334,0.0010772663],"genre_scores_gemma":[0.9979189,0.000054685675,0.0005834657,0.0001558374,0.00096514734,0.00003332327,0.000012817467,0.000050803355,0.00022503734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994557,0.0005051683,0.002006573,0.000545538,0.001914853,0.00047082282],"domain_scores_gemma":[0.9936629,0.0013357181,0.0010327628,0.0005204841,0.0025026144,0.00094551244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012320073,0.0004326992,0.0024911102,0.00024731693,0.00013130868,0.000029008434,0.00016929845,0.00017660233,0.0002473129],"category_scores_gemma":[0.0043147095,0.00023319975,0.00030858963,0.00050056487,0.0009853458,0.00027468827,0.000118834425,0.0010882682,0.0000061193527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002873833,0.003916863,0.95141524,0.000024365907,0.0043663178,0.0014131163,0.0009452665,0.0000015267091,0.00000926182,0.000022976194,0.000029374743,0.034981888],"study_design_scores_gemma":[0.03780059,0.021976797,0.9333311,0.00012568019,0.0022366075,0.00020835502,0.0038631894,0.000070569346,0.000033137887,0.000063138395,0.00009550748,0.00019535466],"about_ca_topic_score_codex":0.000057966787,"about_ca_topic_score_gemma":0.000046498746,"teacher_disagreement_score":0.03492676,"about_ca_system_score_codex":0.00036023548,"about_ca_system_score_gemma":0.00014304034,"threshold_uncertainty_score":0.950961},"labels":[],"label_agreement":null},{"id":"W321932446","doi":"10.1093/sleep/28.10.1211","title":"Continuous Positive Airway Pressure Therapy for Obstructive Sleep Apnea Syndrome: Do the Dollars Make Sense?","year":2005,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health Research Institute; Vancouver General Hospital; Vancouver Coastal Health","funders":"","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Airway; Anesthesia; Apnea; Sleep (system call); Sense (electronics); Sleep apnea; Positive pressure; Intensive care medicine; Cardiology; Computer science","score_opus":0.013038193146066456,"score_gpt":0.27256302686157063,"score_spread":0.25952483371550417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W321932446","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034014657,0.01847233,0.0019709277,0.88785434,0.005248266,0.025867578,0.006605659,0.0006665368,0.01929973],"genre_scores_gemma":[0.31145588,0.00048182445,0.00513855,0.5992608,0.03027429,0.004361054,0.005438806,0.001957082,0.04163172],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927036,0.00060831214,0.0009048218,0.001784578,0.0020541113,0.0019445459],"domain_scores_gemma":[0.99452144,0.0011710693,0.0005963304,0.0020175758,0.0013935773,0.00030001026],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0006679077,0.001286207,0.0018203985,0.0004808136,0.0005599674,0.0002641321,0.000892883,0.0019176926,0.0008576865],"category_scores_gemma":[0.0003577118,0.00091023976,0.0011003755,0.00061167247,0.0010220254,0.00016632974,0.00029910443,0.004752177,0.00024416143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043829097,0.00064856093,0.0017929911,0.0011845749,0.015631715,0.007908199,0.0036462084,0.00006950141,0.0015760382,0.00043079144,0.56451863,0.39820987],"study_design_scores_gemma":[0.007383056,0.0016620776,0.0053644734,0.00020215017,0.0016725087,0.0032941944,0.000614415,0.00050073693,0.0015334142,0.00043946347,0.9760905,0.0012430385],"about_ca_topic_score_codex":0.000072994735,"about_ca_topic_score_gemma":0.000014988801,"teacher_disagreement_score":0.41157183,"about_ca_system_score_codex":0.00045556252,"about_ca_system_score_gemma":0.00013153486,"threshold_uncertainty_score":0.999989},"labels":[],"label_agreement":null},{"id":"W326737779","doi":"10.1016/b978-0-12-378610-4.00323-5","title":"Pediatric Obstructive Sleep Apnea","year":2013,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Sleep apnea; Cardiology; Computer science","score_opus":0.018026089030017043,"score_gpt":0.2646407907046485,"score_spread":0.24661470167463148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W326737779","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011194678,0.001924942,0.000010974879,0.00011436368,0.0007953396,0.0023640296,0.00006915419,0.00019587681,0.9934059],"genre_scores_gemma":[0.005887073,0.00009055485,0.0012978388,0.00025777513,0.002702983,0.0001650584,0.00008498969,0.00035888128,0.9891549],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99587333,0.00005070818,0.0007729969,0.001114571,0.0013418944,0.00084649055],"domain_scores_gemma":[0.996671,0.00016735018,0.00038957028,0.0013496932,0.0007504304,0.00067190715],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023022514,0.0008810089,0.0012723774,0.00073522516,0.00016268574,0.000074428885,0.00044351947,0.00088271144,0.006099293],"category_scores_gemma":[0.00011722654,0.0007916244,0.0006203319,0.000054458542,0.00043194083,0.00009232725,0.00040408698,0.0019835422,0.007992511],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000680003,0.000022236292,0.00024850984,0.00038337664,0.0004788607,0.00026833944,0.00014767297,1.2617798e-7,0.00007537482,0.005589608,0.0002459685,0.99247193],"study_design_scores_gemma":[0.001991684,0.00045013076,0.0022778069,0.00015527746,0.0013983607,0.00035441917,0.00004033672,0.00005445664,0.00020690776,0.013711085,0.9781691,0.0011904376],"about_ca_topic_score_codex":0.0000013554499,"about_ca_topic_score_gemma":0.0000025693205,"teacher_disagreement_score":0.9912815,"about_ca_system_score_codex":0.0004757223,"about_ca_system_score_gemma":0.00016799493,"threshold_uncertainty_score":0.9994535},"labels":[],"label_agreement":null},{"id":"W327759332","doi":"","title":"Colisión de dos pandemias: apnea del sueño y fibrilación auricular","year":2010,"lang":"es","type":"article","venue":"Redalyc (Universidad Autónoma del Estado de México)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Humanities; Gynecology; Philosophy","score_opus":0.014101121719496842,"score_gpt":0.2727256961003247,"score_spread":0.25862457438082787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W327759332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96853423,0.0013865819,0.008078356,0.0030802996,0.0010490001,0.0018030814,0.00027096143,0.0005269811,0.015270513],"genre_scores_gemma":[0.98451185,0.00031097842,0.0070758355,0.00044608835,0.0016057094,0.00004667391,0.00015402306,0.00031175785,0.005537091],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99141145,0.00071151415,0.000940594,0.0018474705,0.0018072451,0.0032817249],"domain_scores_gemma":[0.9929461,0.0008627094,0.00056806975,0.002364921,0.00091960444,0.0023386164],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0017334392,0.001230788,0.0015390997,0.0016850416,0.00091927394,0.00046049288,0.0016245391,0.0019246825,0.0024433907],"category_scores_gemma":[0.0011875307,0.0013804133,0.000931005,0.0025090673,0.0014043018,0.0010198345,0.00096444425,0.003812287,0.0011637708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00191623,0.0014334937,0.4721141,0.0016689539,0.0022117184,0.011453611,0.0035515698,0.00023519926,0.3832379,0.041064072,0.004588761,0.076524414],"study_design_scores_gemma":[0.01724982,0.0023584885,0.697645,0.0009581191,0.0032586157,0.0042499374,0.012928814,0.12917936,0.040389206,0.0015315845,0.086438514,0.0038125021],"about_ca_topic_score_codex":0.0016075447,"about_ca_topic_score_gemma":0.00014718981,"teacher_disagreement_score":0.3428487,"about_ca_system_score_codex":0.0021262318,"about_ca_system_score_gemma":0.0018306638,"threshold_uncertainty_score":0.99961394},"labels":[],"label_agreement":null},{"id":"W4200169406","doi":"10.1109/sensors47087.2021.9639704","title":"A Smart Mandibular Device for Intra-oral Electroencephalogram Monitoring","year":2021,"lang":"en","type":"article","venue":"2021 IEEE Sensors","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Electroencephalography; Sleep (system call); SIGNAL (programming language); Computer science; Medicine","score_opus":0.03312607800869903,"score_gpt":0.33393073111281135,"score_spread":0.3008046531041123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200169406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949256,0.00050447724,0.0011728264,0.00120023,0.0007496313,0.00054000714,0.000013150797,0.000058305024,0.0008357744],"genre_scores_gemma":[0.9804485,0.000079473706,0.016581813,0.00009737243,0.00090435706,0.00007150081,0.000038611663,0.000056422115,0.0017219596],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99802506,0.000100004334,0.0002501365,0.00048941775,0.00044440536,0.000690956],"domain_scores_gemma":[0.998619,0.0001562115,0.0000457318,0.00041205014,0.00051398226,0.00025300984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024326121,0.00019358746,0.00036033965,0.00012626231,0.00012401372,0.000053848784,0.000100594254,0.000121238365,0.00022298291],"category_scores_gemma":[0.00040457258,0.00019279074,0.00018625188,0.00053211616,0.00008213442,0.000080113205,0.000037920105,0.00036704907,0.00009095784],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004573496,0.0003410007,0.074876875,0.00032650295,0.0007057331,0.0015381259,0.00038058407,0.00006466803,0.8687009,0.00027925722,0.00068776176,0.051641226],"study_design_scores_gemma":[0.0028678228,0.0005133064,0.026038423,0.00010132443,0.00025858436,0.0003820286,0.0009863582,0.003667419,0.9454294,0.00017258519,0.019242693,0.00034009165],"about_ca_topic_score_codex":0.000031973155,"about_ca_topic_score_gemma":0.000018852663,"teacher_disagreement_score":0.07672845,"about_ca_system_score_codex":0.00020299853,"about_ca_system_score_gemma":0.00010386009,"threshold_uncertainty_score":0.7861779},"labels":[],"label_agreement":null},{"id":"W4200314682","doi":"10.2147/nss.s344842","title":"Frequency‑Specific Regional Homogeneity Alterations and Cognitive Function in Obstructive Sleep Apnea Before and After Short-Term Continuous Positive Airway Pressure Treatment","year":2021,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Superior frontal gyrus; Superior temporal gyrus; Precentral gyrus; Fusiform gyrus; Audiology; Cardiology; Inferior temporal gyrus; Internal medicine; Anesthesia; Temporal lobe; Functional magnetic resonance imaging; Magnetic resonance imaging; Radiology; Epilepsy","score_opus":0.011107995439481854,"score_gpt":0.27672803930364026,"score_spread":0.2656200438641584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200314682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890688,0.0089588985,0.00012024955,0.00043568655,0.000117093194,0.00055728725,0.00014621257,0.000009888942,0.0005858686],"genre_scores_gemma":[0.9989634,0.00013023261,0.0005812264,0.00007273622,0.000089582965,0.000047381207,0.000048607963,0.000010630426,0.000056172208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982277,0.00006542948,0.00021854698,0.0006918883,0.0004882185,0.00030821],"domain_scores_gemma":[0.9987208,0.00010733,0.000055670404,0.000177438,0.0007348643,0.00020385112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019107819,0.00019926723,0.00033798802,0.00027432258,0.0002068933,0.000069951064,0.000055667006,0.00020497045,0.00003501586],"category_scores_gemma":[0.000098735356,0.00016181772,0.00004622826,0.0005611151,0.0013511636,0.00041705073,0.00008705714,0.00041443272,6.3062697e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007045613,0.0003331978,0.7485691,0.000071469476,0.00027332062,0.0002896324,0.003832081,0.0000012611345,0.07675941,0.0020932383,0.000003571791,0.16706917],"study_design_scores_gemma":[0.0014330357,0.0007196409,0.96982265,0.00008583836,0.00020106745,0.00025913946,0.0013825215,0.00035797048,0.025028659,0.0005506496,0.00001976915,0.00013905525],"about_ca_topic_score_codex":0.000023110822,"about_ca_topic_score_gemma":0.0002184279,"teacher_disagreement_score":0.22125357,"about_ca_system_score_codex":0.00007857094,"about_ca_system_score_gemma":0.000086545595,"threshold_uncertainty_score":0.6598735},"labels":[],"label_agreement":null},{"id":"W4200339323","doi":"10.1111/joor.13290","title":"Dropout and adherence of obstructive sleep apnoea patients to mandibular advancement device therapy: A systematic review of randomised controlled trials with meta‐analysis and meta‐regression","year":2021,"lang":"en","type":"review","venue":"Journal of Oral Rehabilitation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Meta-analysis; Randomized controlled trial; MEDLINE; Systematic review; Publication bias; Physical therapy; Internal medicine","score_opus":0.08586150952701206,"score_gpt":0.4208065273632895,"score_spread":0.33494501783627745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200339323","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011437394,0.985089,0.0010658631,0.00017834707,0.000038189068,0.012429487,0.000047923557,0.0000024616763,0.0000049802284],"genre_scores_gemma":[0.0020428663,0.9808305,0.01630062,0.000030029005,0.000013438884,0.0007137911,0.000025086494,0.000031549258,0.000012151936],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98752755,0.0057384376,0.0045652282,0.00039201783,0.0015904958,0.0001862821],"domain_scores_gemma":[0.9802196,0.0077225934,0.0073602926,0.00043432228,0.0040251217,0.00023807248],"candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.008930378,0.0005205398,0.02669256,0.0009233494,0.00003879727,0.000023907362,0.00015349254,0.00013423078,0.00014406981],"category_scores_gemma":[0.018938754,0.00022619336,0.004239431,0.0012265081,0.00015676368,0.00019849553,0.00005568863,0.00030868026,3.826673e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005922648,0.00025704454,0.00006104808,0.5914164,0.37071675,0.000007837921,0.00019020235,0.0000025071795,0.000015312746,0.000020035943,0.0000015632346,0.031388607],"study_design_scores_gemma":[0.024074653,0.0038046958,0.000054846783,0.1423433,0.82899076,0.000018517454,0.00021089363,0.000009296062,0.000027174785,0.00002218969,0.00027245493,0.00017123384],"about_ca_topic_score_codex":0.000011710796,"about_ca_topic_score_gemma":0.0000030928434,"teacher_disagreement_score":0.458274,"about_ca_system_score_codex":0.00016714452,"about_ca_system_score_gemma":0.0001922525,"threshold_uncertainty_score":0.98932517},"labels":[],"label_agreement":null},{"id":"W4200356296","doi":"10.2196/33579","title":"Device- and Nondevice-Guided Slow Breathing to Reduce Blood Pressure in Patients with Hypertension: Protocol for a Systematic Review and Meta-analysis","year":2021,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Meta-analysis; Protocol (science); Medicine; Blood pressure; Breathing; Systematic review; MEDLINE; Intensive care medicine; Internal medicine; Alternative medicine; Anesthesia; Pathology","score_opus":0.36315052290837524,"score_gpt":0.5603607227673958,"score_spread":0.19721019985902055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200356296","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.4062834e-7,0.31382233,0.0000046895325,0.0002490228,5.3107703e-7,0.68574274,0.00010067493,0.000026298248,0.000053463824],"genre_scores_gemma":[2.6183403e-7,0.0098989,0.0019187855,0.00016414457,0.000042278134,0.9864879,0.00009125285,0.00018318789,0.0012132449],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98799175,0.0036559983,0.0021069094,0.0021406033,0.0028309168,0.001273846],"domain_scores_gemma":[0.9911185,0.0014048135,0.0006379179,0.002199579,0.0037686026,0.0008706021],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005889088,0.0009930863,0.012370722,0.0018064339,0.00026561067,0.00038499467,0.0006509092,0.0004901702,0.00020979463],"category_scores_gemma":[0.0027168235,0.0005819193,0.001196506,0.0048791585,0.00022337772,0.00025171303,0.00090691005,0.0018014285,0.00001506659],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019528143,0.0008787409,0.000055835895,0.93047136,0.06448803,0.00015180412,0.0000516745,1.09269635e-7,6.634652e-7,0.000013644249,0.00051843416,0.0031744188],"study_design_scores_gemma":[0.0045904885,0.001681645,0.000035013367,0.5781522,0.2732174,0.00017964258,0.000022753331,0.00001111213,0.0000046071905,0.000002998731,0.14153536,0.0005668085],"about_ca_topic_score_codex":0.000028271244,"about_ca_topic_score_gemma":0.000015284733,"teacher_disagreement_score":0.3523192,"about_ca_system_score_codex":0.0001926119,"about_ca_system_score_gemma":0.0007600356,"threshold_uncertainty_score":0.99966323},"labels":[],"label_agreement":null},{"id":"W4200387958","doi":"10.5664/jcsm.9820","title":"Validation of the STOP questionnaire as a screening tool for OSA among different populations: a systematic review and meta-regression analysis","year":2021,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; London Health Sciences Centre; Western University; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Meta-regression; Meta-analysis; Regression analysis; Statistics; Internal medicine","score_opus":0.24297690176873274,"score_gpt":0.5174903670002964,"score_spread":0.2745134652315636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200387958","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006689054,0.9877569,0.0056797103,0.0017649843,0.00030273764,0.0037955255,0.000017913975,0.0000065387076,0.0000067943656],"genre_scores_gemma":[0.004519402,0.99362165,0.0007995622,0.00019990576,0.0004722785,0.00015228248,0.000066750035,0.000041836447,0.0001263148],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98811334,0.0029252742,0.0066342056,0.0004046591,0.0016904706,0.00023202458],"domain_scores_gemma":[0.98578507,0.003563534,0.007555156,0.000833663,0.0019273342,0.00033522112],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0084797405,0.00048434327,0.0143281305,0.000539376,0.00010835317,0.000020058505,0.00037221363,0.00037175385,0.00019002886],"category_scores_gemma":[0.053677853,0.00018939278,0.004693693,0.0013228736,0.00035801192,0.0001468203,0.00015529983,0.0012539217,6.4252436e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007224276,0.0002850138,0.004598544,0.82888234,0.048383996,0.00003726688,0.000040757423,0.0000032696785,6.2441546e-7,0.000111069,0.000111362184,0.11747354],"study_design_scores_gemma":[0.0010872154,0.0005071472,0.00311766,0.45244288,0.54160994,0.00019271472,0.000034964658,0.00007117785,0.0000013761597,0.0000432561,0.00076112687,0.00013056079],"about_ca_topic_score_codex":0.000011732463,"about_ca_topic_score_gemma":0.0000034680115,"teacher_disagreement_score":0.49322593,"about_ca_system_score_codex":0.00011799021,"about_ca_system_score_gemma":0.00016365119,"threshold_uncertainty_score":0.97944236},"labels":[],"label_agreement":null},{"id":"W4200434760","doi":"10.1109/tbme.2021.3138965","title":"High Frequency-Low Amplitude Oscillometry: Continuous Unobtrusive Monitoring of Respiratory Function on PAP Machines","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Atlantic Canada Opportunities Agency","keywords":"Medicine; Context (archaeology); Breathing; Airway; Cardiology; Apnea; Polysomnography; Obstructive sleep apnea; Internal medicine; Anesthesia","score_opus":0.014673695711995135,"score_gpt":0.26796009466814835,"score_spread":0.25328639895615324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200434760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7021649,0.000194419,0.29419848,0.000257318,0.0025622235,0.00026905542,0.00007291663,0.00018879582,0.000091910704],"genre_scores_gemma":[0.9958889,0.000039680905,0.0034218524,0.00007466568,0.00036098209,0.000055789333,0.000012471362,0.00006017272,0.00008552374],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976188,0.000055597484,0.00046618644,0.00046229493,0.00096918875,0.0004279601],"domain_scores_gemma":[0.9985634,0.0002893555,0.00006585705,0.00045171898,0.0002666218,0.00036302008],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023224628,0.00027063262,0.00048247594,0.00069024507,0.00009282588,0.000020700933,0.00012079221,0.00024025438,0.00029713794],"category_scores_gemma":[0.00017517967,0.0002553209,0.00020122269,0.0012199086,0.00014403531,0.00009177045,0.00000405936,0.00081556116,0.000037966387],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027396655,0.00072667556,0.00070129184,0.00034091127,0.0005028184,0.00024138433,0.000077683755,0.0036446208,0.92180014,0.0002018324,0.000012476225,0.07147621],"study_design_scores_gemma":[0.004744073,0.0020908248,0.032448106,0.0009418269,0.0003005375,0.000084663676,0.00025767845,0.0032743958,0.9541437,0.00005514991,0.0011050707,0.00055394875],"about_ca_topic_score_codex":0.000047347425,"about_ca_topic_score_gemma":0.0000018130085,"teacher_disagreement_score":0.293724,"about_ca_system_score_codex":0.00028737143,"about_ca_system_score_gemma":0.00009900214,"threshold_uncertainty_score":0.9999899},"labels":[],"label_agreement":null},{"id":"W4200494656","doi":"10.5664/jcsm.9840","title":"Obstructive sleep apnea and nocturnal attacks of paroxysmal atrial fibrillation","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Atrial fibrillation; Internal medicine; Odds ratio; Cardiology; Emergency department; Apnea; Sleep apnea; Paroxysmal atrial fibrillation; Pediatrics; Population; Anesthesia; Psychiatry","score_opus":0.0653584326355751,"score_gpt":0.417497636663736,"score_spread":0.3521392040281609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200494656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834635,0.004092527,0.0018646825,0.0068565253,0.0021860928,0.00024819118,0.000008785462,0.0000101273,0.0012695545],"genre_scores_gemma":[0.98551726,0.00058070576,0.004112768,0.00022665036,0.009440819,4.314846e-7,0.000010364449,0.000031233343,0.000079786805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940755,0.0005306185,0.0030537678,0.00036751886,0.0016017029,0.00037089703],"domain_scores_gemma":[0.99213994,0.0026900908,0.0016332036,0.0003638042,0.002388283,0.000784663],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0030836451,0.00025573556,0.0018892083,0.0002833512,0.000070913906,0.000014623933,0.00017337324,0.0003359733,0.00074220443],"category_scores_gemma":[0.015773792,0.00017877892,0.00066597684,0.0005159443,0.000957848,0.00022184793,0.00014107556,0.001357462,0.000006377821],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006065139,0.00013291759,0.56211644,0.00018763238,0.0014516196,0.0008686822,0.00031091107,0.000081062804,0.0045671095,0.00029245345,0.00026125612,0.42366475],"study_design_scores_gemma":[0.025488121,0.005830577,0.9479989,0.00046804594,0.0016193955,0.0039428994,0.0009222382,0.0031672309,0.0030417074,0.0012845398,0.0059972545,0.00023907844],"about_ca_topic_score_codex":0.0000115466,"about_ca_topic_score_gemma":0.0000041731178,"teacher_disagreement_score":0.42342567,"about_ca_system_score_codex":0.00008007201,"about_ca_system_score_gemma":0.00022229209,"threshold_uncertainty_score":0.99251676},"labels":[],"label_agreement":null},{"id":"W4200508660","doi":"10.1186/s13063-021-05879-1","title":"Feasibility of remote neurocognitive assessment: pandemic adaptations for a clinical trial, the Cognition and Obstructive Sleep Apnea in Parkinson’s Disease, Effect of Positive Airway Pressure Therapy (COPE-PAP) study","year":2021,"lang":"en","type":"letter","venue":"Trials","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Montreal Cognitive Assessment; Neurocognitive; Randomized controlled trial; Obstructive sleep apnea; Intraclass correlation; Physical therapy; Polysomnography; Clinical trial; Sleep apnea; Cognition; Disease; Apnea; Internal medicine; Dementia; Psychiatry; Clinical psychology; Psychometrics","score_opus":0.2399852562375902,"score_gpt":0.4868122704012894,"score_spread":0.24682701416369918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200508660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9070962,0.0028266648,0.00055160857,0.012450384,0.0007808381,0.07197511,0.004113122,0.000037517755,0.00016854664],"genre_scores_gemma":[0.99052083,0.0006517544,0.00035628723,0.0034431606,0.0016731059,0.0021665469,0.0010176011,0.00011149851,0.000059214413],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9774055,0.017014569,0.0026556181,0.0013051578,0.0011493391,0.00046980925],"domain_scores_gemma":[0.9606831,0.03502653,0.001849767,0.00084816717,0.0014363867,0.00015602524],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.011181829,0.0005916805,0.003571054,0.0003479358,0.00013534597,0.000052119492,0.00029532885,0.0006387572,0.000074386735],"category_scores_gemma":[0.020273065,0.00039643986,0.00093064294,0.0005317497,0.00072902924,0.00013478263,0.00015636077,0.0021968524,8.7847786e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.57848454,0.004188246,0.1445309,0.002393381,0.011898658,0.00035392822,0.002071613,0.00000551472,0.0012684548,0.000009445239,0.0023211495,0.25247416],"study_design_scores_gemma":[0.27531272,0.018091494,0.6906961,0.0007606176,0.009714365,0.000013140853,0.0011050922,0.0005646317,0.00089775806,0.0005997913,0.0017159326,0.00052831334],"about_ca_topic_score_codex":0.00010894142,"about_ca_topic_score_gemma":0.00003194605,"teacher_disagreement_score":0.5461652,"about_ca_system_score_codex":0.00012001299,"about_ca_system_score_gemma":0.0004500011,"threshold_uncertainty_score":0.9998487},"labels":[],"label_agreement":null},{"id":"W4200577424","doi":"10.52225/narra.v1i3.62","title":"Obstructive sleep apnea and chronic pain as risk factors of cognitive impairment in elderly population: A study from Indonesia","year":2021,"lang":"en","type":"article","venue":"Narra J","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universitas Airlangga","keywords":"Medicine; Montreal Cognitive Assessment; Obstructive sleep apnea; Logistic regression; Physical therapy; Cognition; Population; Sleep apnea; Risk factor; Cross-sectional study; Internal medicine; Psychiatry; Cognitive impairment","score_opus":0.014388997264318882,"score_gpt":0.29570136004350445,"score_spread":0.2813123627791856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200577424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977844,0.00060404936,0.0000838091,0.00008052535,0.00008723494,0.0011777177,0.00007398239,0.00002145614,0.00008686943],"genre_scores_gemma":[0.999578,0.0000100832485,0.00009645475,0.000015533098,0.00008477531,0.000051701383,0.0001220881,0.000026986498,0.000014390813],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757177,0.0006585799,0.00039014829,0.00050420966,0.00057837344,0.0002968971],"domain_scores_gemma":[0.99848664,0.0006642894,0.00015042747,0.00026612688,0.00027543085,0.00015708845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040287725,0.0002055193,0.00049295573,0.00021343082,0.0000716583,0.000019847781,0.0000677081,0.00012289011,0.00036493252],"category_scores_gemma":[0.00087904464,0.00018914632,0.00007456735,0.00052412116,0.000113012524,0.00011221723,0.000104019826,0.00045708643,0.0000068650575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038412845,0.0007052591,0.9526719,0.000036925525,0.0003729409,0.00021818919,0.00953563,0.0000054144584,0.00092444784,0.000009258883,0.0000012930525,0.03513462],"study_design_scores_gemma":[0.005708182,0.0023011903,0.9435902,0.0000900895,0.00013667645,0.000012017871,0.044016026,0.0005110056,0.0032593908,0.00023063917,0.0000017766514,0.00014276772],"about_ca_topic_score_codex":0.0030058094,"about_ca_topic_score_gemma":0.000750172,"teacher_disagreement_score":0.034991853,"about_ca_system_score_codex":0.00033908902,"about_ca_system_score_gemma":0.000097138516,"threshold_uncertainty_score":0.77131635},"labels":[],"label_agreement":null},{"id":"W4205167264","doi":"10.5935/1984-0063.20210004","title":"COVID-19 - The clinical consequences of social isolation and the relation with sleep bruxism and comorbidities","year":2021,"lang":"en","type":"article","venue":"Sleep Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Pandemic; Isolation (microbiology); Anxiety; Disease; Coronavirus disease 2019 (COVID-19); Social isolation; Exacerbation; Medicine; Sleep (system call); Intensive care medicine; Psychiatry; Psychology; Internal medicine; Infectious disease (medical specialty); Bioinformatics","score_opus":0.055898227503547275,"score_gpt":0.3818260518655945,"score_spread":0.3259278243620472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205167264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96638834,0.00035852124,0.0018552344,0.029324125,0.00009973327,0.00033570538,0.0000053022113,0.00001193085,0.0016211187],"genre_scores_gemma":[0.99848485,0.000048578306,0.00068308925,0.00065657176,0.00006031072,0.000007836676,0.000002287844,0.0000037865486,0.000052703177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984771,0.00026806997,0.00021909768,0.00026003295,0.0006130183,0.00016265035],"domain_scores_gemma":[0.9983786,0.0009073074,0.00011877006,0.000183605,0.00028720484,0.00012452186],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002289382,0.000068168825,0.00016987482,0.000052227588,0.0005994985,0.00006258317,0.00012225857,0.000040770585,0.000051434305],"category_scores_gemma":[0.00245024,0.000034465807,0.000027437361,0.0004966921,0.013187692,0.00018180168,0.00011801571,0.00021964421,0.0000015025831],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017982998,0.00015272177,0.59924996,0.00018454865,0.00020377882,0.000070983755,0.018851582,0.0000482286,0.025820531,0.31754518,0.00016706204,0.035907153],"study_design_scores_gemma":[0.005024626,0.0003225875,0.9600747,0.000024486186,0.00014783905,0.00030381398,0.009469829,0.012664126,0.0032411437,0.007898857,0.0007009845,0.00012696096],"about_ca_topic_score_codex":0.00008849005,"about_ca_topic_score_gemma":0.00005266277,"teacher_disagreement_score":0.3608248,"about_ca_system_score_codex":0.000047958343,"about_ca_system_score_gemma":0.00039343993,"threshold_uncertainty_score":0.98949784},"labels":[],"label_agreement":null},{"id":"W4206134998","doi":"10.5935/1984-0063.20200098","title":"Sleep disordered breathing from preschool to early adult age and its neurocognitive complications: A preliminary report","year":2021,"lang":"en","type":"article","venue":"Sleep Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Polysomnography; Medicine; Sleep disordered breathing; Cohort; Pediatrics; Breathing; Cognition; Audiology; Psychiatry; Internal medicine; Apnea; Obstructive sleep apnea","score_opus":0.022971510754290977,"score_gpt":0.31318408810881654,"score_spread":0.29021257735452555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206134998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988766,0.00030725216,0.0025266388,0.0028966414,0.00014515588,0.0010757566,0.000055185046,0.0000829048,0.0041444553],"genre_scores_gemma":[0.9934913,0.000011558591,0.0053320187,0.0006467462,0.00007510639,0.00014973986,0.000033569384,0.000023584573,0.00023636065],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9969194,0.000080855316,0.00033235148,0.0011315554,0.0010196795,0.0005161693],"domain_scores_gemma":[0.9970972,0.00021508658,0.00009033583,0.0006777931,0.0013360875,0.0005834852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031759308,0.00018397962,0.00025763302,0.00022504204,0.00040378113,0.0001892621,0.0003173525,0.000056819226,0.000069416725],"category_scores_gemma":[0.004444143,0.00017887316,0.000053449785,0.0013420156,0.00038896754,0.0005114599,0.0006369537,0.00035078544,0.000115382034],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005689569,0.0008156091,0.12332665,0.00013090292,0.00016744055,0.012899196,0.007535857,0.000030200401,0.72621083,0.0014694515,0.00007032338,0.1267746],"study_design_scores_gemma":[0.0009909662,0.0003348218,0.95983696,0.0001195109,0.00007071398,0.0007401667,0.0009303737,0.006505601,0.029609382,0.0005282524,0.00011025943,0.00022297582],"about_ca_topic_score_codex":0.00019730658,"about_ca_topic_score_gemma":0.00002154167,"teacher_disagreement_score":0.8365103,"about_ca_system_score_codex":0.00010467075,"about_ca_system_score_gemma":0.00012857855,"threshold_uncertainty_score":0.7294236},"labels":[],"label_agreement":null},{"id":"W4206148789","doi":"10.1007/s00421-021-04864-5","title":"Cerebrovascular and blood pressure responses during voluntary apneas are larger than rebreathing","year":2022,"lang":"en","type":"article","venue":"European Journal of Applied Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Mount Royal University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anesthesia; Medicine; Blood pressure; Human physiology; Cardiology; Internal medicine","score_opus":0.010950191738301703,"score_gpt":0.2316135846830115,"score_spread":0.2206633929447098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206148789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966477,0.0010974171,0.000010542497,0.00028553925,0.00013013322,0.00020511818,0.000016053784,0.000023211236,0.0015842522],"genre_scores_gemma":[0.99851316,0.00003668442,0.0005103878,0.00019632332,0.000489419,0.0000047655567,0.000005965121,0.000063323394,0.00017998263],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9976542,0.0008112983,0.00040767982,0.0003186946,0.0004626032,0.00034549774],"domain_scores_gemma":[0.998888,0.000112462774,0.00035162983,0.0003449675,0.000107338936,0.00019558001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010882202,0.00018323357,0.00046581094,0.0002605988,0.0003235244,0.000016950304,0.00026548482,0.000026817394,0.00032799636],"category_scores_gemma":[0.00008994061,0.00015803237,0.00015635946,0.00018475734,0.00015873458,0.000063972155,0.0005076906,0.0010899726,0.000011139256],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0111805005,0.0003863175,0.009228454,0.00022765672,0.0021403292,0.0018758811,0.001786176,0.00026648797,0.971275,0.00016914937,0.00020555292,0.0012585471],"study_design_scores_gemma":[0.0057031917,0.0008148772,0.96119314,0.000044705142,0.00072548346,0.003369856,0.0020047955,0.000049951967,0.019822124,0.00012403376,0.0059336307,0.00021419804],"about_ca_topic_score_codex":0.000003036523,"about_ca_topic_score_gemma":2.0646812e-7,"teacher_disagreement_score":0.9519647,"about_ca_system_score_codex":0.000031282776,"about_ca_system_score_gemma":0.000034428405,"threshold_uncertainty_score":0.6444373},"labels":[],"label_agreement":null},{"id":"W4206181236","doi":"10.1213/ane.0000000000002627","title":"In Response","year":2017,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Delirium; Confounding; Cognition; Cognitive impairment; Clinical psychology; Psychiatry; Internal medicine","score_opus":0.02700973495034521,"score_gpt":0.3192658160482206,"score_spread":0.2922560810978754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206181236","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.090070866,0.00037901552,0.0000035165513,0.9063909,0.000068807436,0.00064580614,0.000003230679,0.000057778132,0.002380049],"genre_scores_gemma":[0.068526834,0.00006672467,0.00040737903,0.88074034,0.0046384824,0.00015295074,0.00019853054,0.0003003274,0.044968404],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99632543,0.00051908346,0.0004251581,0.00080586126,0.0010405073,0.000883968],"domain_scores_gemma":[0.9972084,0.0003318303,0.00022785127,0.0018853155,0.00018385169,0.00016270812],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009352634,0.00047520685,0.00094906846,0.0009339288,0.0001304055,0.000102589365,0.00067882676,0.0012081473,0.00082700886],"category_scores_gemma":[0.00038856678,0.00043608993,0.0003065668,0.00025819606,0.00036333658,0.0001677473,0.0000671946,0.0032130424,0.0012003256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011815408,0.00005438877,0.00643678,0.00018867769,0.0001012756,0.20437393,0.00007216301,1.117302e-7,0.00030674748,0.000025050898,0.7861602,0.0010991689],"study_design_scores_gemma":[0.0010503698,0.00026938837,0.12889332,0.00019236951,0.00010436316,0.004954972,0.000014285787,0.000023733079,0.00020051596,0.00014605185,0.86378944,0.00036121023],"about_ca_topic_score_codex":0.00023671225,"about_ca_topic_score_gemma":0.000008742667,"teacher_disagreement_score":0.19941895,"about_ca_system_score_codex":0.0003841591,"about_ca_system_score_gemma":0.00028760015,"threshold_uncertainty_score":0.9998091},"labels":[],"label_agreement":null},{"id":"W4206393425","doi":"10.31829/2641-7456/ahs2020-4(1)-147","title":"Frequency and Predictors of Tonsil Surgery: A Systematic Review of Evidence","year":2020,"lang":"en","type":"review","venue":"Archives of Health Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Tonsillectomy; Medicine; Tonsil; Incidence (geometry); Socioeconomic status; Systematic review; Adenoidectomy; Population; Cochrane Library; Surgery; Meta-analysis; MEDLINE; Environmental health; Internal medicine","score_opus":0.1755592035218547,"score_gpt":0.44151767403192227,"score_spread":0.2659584705100676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206393425","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000041317056,0.99549174,0.00003219874,0.0004543386,0.00008469556,0.0037082492,0.000045458055,0.000010364725,0.0001316441],"genre_scores_gemma":[0.0007525615,0.99762356,0.0014463904,0.00006122818,0.00001697322,0.00006934368,0.0000050574695,0.000018014322,0.0000068780996],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9944843,0.0005877848,0.0025198385,0.0005727784,0.0014102721,0.0004250463],"domain_scores_gemma":[0.9929084,0.0032501284,0.0023260447,0.0008547573,0.0002399131,0.0004207417],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0041236766,0.00026278687,0.0055500623,0.00069613557,0.00007014671,0.000005438501,0.00065442984,0.0000435339,0.00001070716],"category_scores_gemma":[0.011084773,0.00016237331,0.00040158464,0.0017988103,0.002625243,0.00013860273,0.00032782482,0.0003374819,0.0000021488554],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032576022,0.00002713877,0.0005874326,0.8568929,0.000053900458,0.0000043067935,0.00013954523,3.2483043e-9,0.000013458165,0.00013091665,0.000008260403,0.14213888],"study_design_scores_gemma":[0.00005339741,0.00030780028,0.0006668784,0.99755484,0.0005152819,0.00010073636,0.000030300875,0.000008584917,0.00001699083,0.000039534574,0.00061080675,0.00009486374],"about_ca_topic_score_codex":0.00008732312,"about_ca_topic_score_gemma":0.0000010587304,"teacher_disagreement_score":0.14204402,"about_ca_system_score_codex":0.00008099357,"about_ca_system_score_gemma":0.004721283,"threshold_uncertainty_score":0.99724525},"labels":[],"label_agreement":null},{"id":"W4206395217","doi":"10.1002/alz.057825","title":"The association between sleep apnea and neurodegenerative disorders: A systematic review and meta‐analysis with an emphasis on precision‐medicine","year":2021,"lang":"en","type":"review","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Dementia; Medicine; Medical diagnosis; Vascular dementia; Lewy body; Dementia with Lewy bodies; Hazard ratio; Sleep apnea; Polysomnography; Meta-analysis; Disease; Cohort study; Psychiatry; Internal medicine; Confidence interval; Apnea; Pathology","score_opus":0.07113124639518321,"score_gpt":0.3710685815608635,"score_spread":0.2999373351656803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206395217","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000027570918,0.9934182,0.00014717232,0.001157301,0.00003626292,0.0050129592,0.000070195696,0.000028985198,0.00012617593],"genre_scores_gemma":[0.0005782421,0.997201,0.00027147075,0.00025374573,0.000093350456,0.0010609506,0.00041499385,0.00008408151,0.000042155094],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9935814,0.0024772005,0.0011840136,0.0010507402,0.0012503926,0.00045625496],"domain_scores_gemma":[0.99507266,0.0020227374,0.001014973,0.0011546199,0.00042879046,0.0003062091],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002158733,0.00070873776,0.0067775794,0.0003630143,0.00038706235,0.00015085435,0.00029392395,0.00020662407,0.00013278497],"category_scores_gemma":[0.0006188097,0.00034959812,0.00073810806,0.0015408891,0.0002006058,0.0001495175,0.00018752142,0.00060207763,0.000011989454],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069150965,0.000051760704,0.0000777174,0.04806773,0.79950154,0.000009183055,0.00006049851,1.2476065e-7,3.4740125e-8,0.000049136,0.000051746,0.15212363],"study_design_scores_gemma":[0.0003236777,0.00056690053,0.00006156718,0.008967335,0.97077256,0.00001598832,0.000055633063,0.000018195156,0.0000011340913,0.0000075058197,0.018919786,0.00028971085],"about_ca_topic_score_codex":0.000039633283,"about_ca_topic_score_gemma":0.00010552297,"teacher_disagreement_score":0.17127103,"about_ca_system_score_codex":0.000041905798,"about_ca_system_score_gemma":0.00006622784,"threshold_uncertainty_score":0.9998956},"labels":[],"label_agreement":null},{"id":"W4206454920","doi":"10.1002/alz.051503","title":"Age‐stratified, sex‐specific differences in cognitive performance based on risk of obstructive sleep apnea and systemic inflammation: A cross‐sectional analysis of the Canadian Longitudinal Study of Aging","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; University of Toronto; Université de Sherbrooke; University of British Columbia; Institut Universitaire de Gériatrie de Montréal; Mount Sinai Hospital; University of Calgary; McGill University Health Centre; Hôpital du Sacré-Cœur de Montréal; McGill University; Université du Québec à Montréal; Concordia University; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Medicine; Obstructive sleep apnea; Effects of sleep deprivation on cognitive performance; Systemic inflammation; Stroop effect; Cognition; Neuropsychology; Internal medicine; Psychiatry; Inflammation","score_opus":0.04978684339824563,"score_gpt":0.3067037132854374,"score_spread":0.25691686988719176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206454920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971526,0.0018402998,0.000045825964,0.000014303366,0.00007882617,0.0005648577,0.000070728085,0.0000036061692,0.00022891068],"genre_scores_gemma":[0.999802,0.000013057154,0.00008107987,0.000003926703,0.000022750979,0.00003554592,0.000030280244,0.000009292336,0.0000020744444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978721,0.00029032605,0.00057739107,0.00036506954,0.00067968573,0.00021544067],"domain_scores_gemma":[0.9984429,0.00026146809,0.00032902963,0.0003015967,0.0005795429,0.000085446896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040524596,0.00015539097,0.0004594315,0.0005598253,0.00015602472,0.000029503411,0.00012017242,0.00006444151,0.0001322456],"category_scores_gemma":[0.00008347333,0.00012622033,0.00010821478,0.0012740301,0.0003205969,0.00008959005,0.000057294197,0.0002720891,5.769162e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013436818,0.00016025706,0.9769664,0.000044256907,0.015357051,0.000022685183,0.0015861358,0.0006531706,0.0005308576,0.000024852727,1.831171e-7,0.004519793],"study_design_scores_gemma":[0.0015628139,0.00021377964,0.96273845,0.000080310034,0.008835752,0.0000061254677,0.0028250434,0.0090667885,0.014574492,0.000007258741,2.567463e-7,0.00008891715],"about_ca_topic_score_codex":0.00997864,"about_ca_topic_score_gemma":0.06460041,"teacher_disagreement_score":0.054621767,"about_ca_system_score_codex":0.000040418276,"about_ca_system_score_gemma":0.00015589058,"threshold_uncertainty_score":0.996614},"labels":[],"label_agreement":null},{"id":"W4206463347","doi":"10.1002/alz.057588","title":"Differential impact of obstructive sleep apnea on hippocampal structure in late middle‐aged and older women and men","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Canadian Sleep & Circadian Network; Université de Sherbrooke; Université Laval; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Hippocampal formation; Obstructive sleep apnea; Medicine; Magnetic resonance imaging; Hippocampus; Polysomnography; Dementia; Internal medicine; Sleep apnea; Cardiology; Psychology; Apnea; Radiology","score_opus":0.018815723370693985,"score_gpt":0.28563369727173593,"score_spread":0.26681797390104195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206463347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99137604,0.0075065503,0.000017463806,0.000079125224,0.00010334411,0.00048484775,0.00007407089,0.000017650904,0.00034089191],"genre_scores_gemma":[0.9993045,0.00004417188,0.00040794068,0.00003901053,0.000069338465,0.000023451492,0.00005937406,0.000042478474,0.000009772263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784875,0.00017974868,0.00037697563,0.00057206233,0.00045705363,0.0005654056],"domain_scores_gemma":[0.998995,0.00010459496,0.000112943606,0.0003716655,0.00013182918,0.00028394154],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012068339,0.0003075391,0.00056014117,0.00024369653,0.00007301757,0.000043000895,0.0000986121,0.00015700723,0.0014387214],"category_scores_gemma":[0.000060244452,0.00026223616,0.000094217554,0.00034783722,0.0002461005,0.0001387511,0.00021724276,0.00043695638,0.0000036760523],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016762539,0.0004912487,0.5840594,0.00011560315,0.02832706,0.00030753855,0.010361006,0.000023394514,0.23017856,0.00020624895,0.00004775682,0.14420593],"study_design_scores_gemma":[0.004831491,0.00045387755,0.94245046,0.000040810133,0.0017825298,0.000039968207,0.0006551636,0.0006238088,0.04804805,0.00083329174,0.000008550176,0.00023202549],"about_ca_topic_score_codex":0.00009864404,"about_ca_topic_score_gemma":0.00003483475,"teacher_disagreement_score":0.35839105,"about_ca_system_score_codex":0.000049125334,"about_ca_system_score_gemma":0.00005486286,"threshold_uncertainty_score":0.999983},"labels":[],"label_agreement":null},{"id":"W4206646789","doi":"10.1183/13993003.01640-2021","title":"Sleep apnoea and heart failure","year":2021,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Heart failure; Cardiology; Internal medicine; Hyperventilation; Cheyne–Stokes respiration; Ejection fraction","score_opus":0.027675385178018368,"score_gpt":0.2930327305335473,"score_spread":0.2653573453555289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206646789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97245854,0.0026073863,0.0003225601,0.0027230885,0.00023541851,0.00011018558,0.000003443691,0.000044464774,0.021494932],"genre_scores_gemma":[0.9920666,0.000018197556,0.0029841734,0.0031214715,0.0012888327,9.475038e-7,0.0000019428903,0.000071817165,0.00044596932],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979268,0.0006637646,0.00029679036,0.00027746992,0.0004921022,0.00034311824],"domain_scores_gemma":[0.9986623,0.000050114468,0.00006782252,0.00030810013,0.00037695616,0.0005347112],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009141298,0.00014350336,0.00022668646,0.00015142553,0.00023983193,0.00014848527,0.000098240795,0.000038552866,0.0009384844],"category_scores_gemma":[0.00045865081,0.00012364984,0.000106387386,0.00022430671,0.00013894077,0.00013876289,0.00015475278,0.0008960661,0.00037447343],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023161067,0.00027494118,0.25489014,0.00012470799,0.00037890737,0.020678448,0.0004341717,0.000006925481,0.59076107,0.00043686724,0.023047887,0.10873433],"study_design_scores_gemma":[0.0024153825,0.0003464876,0.39346442,0.00006117859,0.00005120606,0.008704095,0.00043202957,0.000025836243,0.012864645,0.000034502275,0.58142495,0.00017528763],"about_ca_topic_score_codex":2.6256853e-7,"about_ca_topic_score_gemma":0.0000012396061,"teacher_disagreement_score":0.5778964,"about_ca_system_score_codex":0.00006498145,"about_ca_system_score_gemma":0.00007877153,"threshold_uncertainty_score":0.9999748},"labels":[],"label_agreement":null},{"id":"W4210333400","doi":"10.2196/preprints.20779","title":"Video Consultation as an Adequate Alternative to Face-to-Face Consultation in Continuous Positive Airway Pressure Use for Newly Diagnosed Patients With Obstructive Sleep Apnea: Randomized Controlled Trial (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Continuous positive airway pressure; Medicine; Randomized controlled trial; Obstructive sleep apnea; Patient satisfaction; Physical therapy; Nursing; Anesthesia; Surgery","score_opus":0.017604714561398102,"score_gpt":0.30403090717573783,"score_spread":0.2864261926143397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210333400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75841683,0.00003719791,0.110794656,0.0014192892,0.00087293686,0.12668201,0.0011163256,0.0001905909,0.000470135],"genre_scores_gemma":[0.9573375,0.000009172709,0.011428541,0.00065878587,0.00028164158,0.02773499,0.0017108124,0.00020479785,0.0006337649],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9893116,0.0025843263,0.0023034136,0.0028590767,0.0019009765,0.001040621],"domain_scores_gemma":[0.97762,0.01294295,0.0014248221,0.0009739479,0.005866474,0.001171781],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0016356034,0.0013044924,0.005461276,0.0010375647,0.00017717037,0.00041369945,0.00061862316,0.0006791027,0.00019714123],"category_scores_gemma":[0.04489696,0.0010392572,0.0006722214,0.000753962,0.000439007,0.00061954395,0.00065001886,0.0015340802,0.00010397334],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9342893,0.0012343779,0.0015527714,0.00017992093,0.00546096,0.00009049525,0.033767935,0.0134470435,0.0003715678,0.0009819212,0.000030300369,0.00859342],"study_design_scores_gemma":[0.9339333,0.005632365,0.012667196,0.00042923886,0.0020204557,0.0000034188909,0.00604897,0.034771338,0.0026992552,0.00073555263,0.000024794723,0.001034126],"about_ca_topic_score_codex":0.0023112379,"about_ca_topic_score_gemma":0.00028770432,"teacher_disagreement_score":0.19892064,"about_ca_system_score_codex":0.00076632935,"about_ca_system_score_gemma":0.0004911055,"threshold_uncertainty_score":0.9999707},"labels":[],"label_agreement":null},{"id":"W4210378894","doi":"10.5664/jcsm.9904","title":"Craniofacial features in children with obstructive sleep apnea: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Craniofacial; Obstructive sleep apnea; Meta-analysis; Sleep apnea; Cephalometry; Asymptomatic; Dentistry; Craniofacial abnormality; Orthodontics; Internal medicine","score_opus":0.11823588126643274,"score_gpt":0.44788146261395984,"score_spread":0.3296455813475271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210378894","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000041583906,0.99302316,0.000065247856,0.0013922928,0.00018805254,0.0049916026,0.00006540342,0.0000156468,0.00021698688],"genre_scores_gemma":[0.00024635598,0.99711305,0.00045848129,0.0009643632,0.0006663549,0.00023143418,0.00007313996,0.00010838596,0.00013843847],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.983722,0.0038387899,0.007814499,0.00096030324,0.003045504,0.0006189598],"domain_scores_gemma":[0.986564,0.0042196014,0.006430401,0.0011261123,0.0007054806,0.00095444324],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011098351,0.0010340194,0.03557726,0.0018785071,0.00011388338,0.000031340576,0.00088949624,0.0005379568,0.0027233735],"category_scores_gemma":[0.013009682,0.00050397863,0.00579665,0.0037121475,0.0008451982,0.00018056006,0.00029475798,0.005825877,0.000007868517],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022523495,0.0004144081,0.0016461695,0.37844163,0.552082,0.00086230726,0.00006930348,0.0000013781614,1.5972455e-8,0.000030444662,0.00010809226,0.06611904],"study_design_scores_gemma":[0.0027741627,0.0021946107,0.0036581317,0.02464682,0.9518771,0.005326591,0.000095123585,0.0000042208158,1.8007263e-8,0.000020700027,0.009004258,0.00039823045],"about_ca_topic_score_codex":0.000040008847,"about_ca_topic_score_gemma":0.000018714809,"teacher_disagreement_score":0.39979514,"about_ca_system_score_codex":0.00032959477,"about_ca_system_score_gemma":0.0003093416,"threshold_uncertainty_score":0.9997412},"labels":[],"label_agreement":null},{"id":"W4210414300","doi":"10.1016/j.jclinane.2022.110653","title":"Preoperative oximetry-derived hypoxemia predicts postoperative cardiovascular events in surgical patients with unrecognized obstructive sleep apnea","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Hypoxemia; Obstructive sleep apnea; Pulse oximetry; Hazard ratio; Atrial fibrillation; Heart failure; Anesthesia; Cardiology; Internal medicine; Body mass index; Confidence interval; Sleep apnea; Prospective cohort study; Perioperative","score_opus":0.026576447231474242,"score_gpt":0.3135929073791154,"score_spread":0.28701646014764115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210414300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968688,0.00041108156,0.00011037988,0.00081622053,0.00023969052,0.0012720363,0.000014688429,0.00001881746,0.0002482803],"genre_scores_gemma":[0.99785006,0.000022096963,0.0013886805,0.00025053797,0.00028083796,0.000052696316,0.000026251522,0.00006508086,0.00006375335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9913429,0.0026786756,0.0021534082,0.0006124577,0.002648714,0.00056385365],"domain_scores_gemma":[0.99551594,0.0011192167,0.0008340042,0.00047617158,0.0014757114,0.00057892484],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0033874705,0.0003905612,0.002065601,0.00044720536,0.00020961741,0.000022137596,0.00045315543,0.00020516494,0.00037035788],"category_scores_gemma":[0.001493828,0.00027695403,0.0009610891,0.0009485278,0.0003657855,0.00036857542,0.00018542098,0.0025865324,0.000015560616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018103799,0.0024763818,0.94018036,0.000031157047,0.0023790826,0.0051961485,0.0006928542,0.0007067657,0.00005390017,0.000021634938,0.00001817428,0.03013976],"study_design_scores_gemma":[0.028362662,0.007639748,0.9572255,0.0000645929,0.000491858,0.0025148506,0.00086612726,0.0006350829,0.00038556597,0.000074559306,0.0014253451,0.0003141311],"about_ca_topic_score_codex":0.00001856535,"about_ca_topic_score_gemma":0.0000019908416,"teacher_disagreement_score":0.029825628,"about_ca_system_score_codex":0.00042728914,"about_ca_system_score_gemma":0.00035404155,"threshold_uncertainty_score":0.9999683},"labels":[],"label_agreement":null},{"id":"W4210472693","doi":"10.1186/s40510-021-00397-x","title":"Mini-implant assisted rapid palatal expansion (MARPE) effects on adult obstructive sleep apnea (OSA) and quality of life: a multi-center prospective controlled trial","year":2022,"lang":"en","type":"article","venue":"Progress in Orthodontics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Obstructive sleep apnea; Medicine; Center (category theory); Implant; Sleep quality; Prospective cohort study; Sleep apnea; Orthodontics; Dentistry; Cardiology; Internal medicine; Surgery; Insomnia","score_opus":0.040343787678577124,"score_gpt":0.3442226770002034,"score_spread":0.3038788893216263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210472693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890433,0.00065313553,0.00028089603,0.00025605512,0.000868724,0.008560073,0.00016785543,0.00006699673,0.00010294],"genre_scores_gemma":[0.99155223,0.00001825588,0.0061188014,0.00007871987,0.00015768828,0.0018883925,0.00009431368,0.00006435239,0.000027261398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942275,0.0018176028,0.0010864716,0.0008370894,0.001397463,0.0006338568],"domain_scores_gemma":[0.99657077,0.0014851487,0.00059932726,0.00057120074,0.00047025876,0.00030327326],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015630233,0.000423222,0.0015746063,0.00044606024,0.0002041028,0.000035753128,0.00022150668,0.00018256794,0.000036444188],"category_scores_gemma":[0.0031790992,0.00036204225,0.00027952832,0.0005359707,0.0004409075,0.0001065223,0.00043152008,0.0010109944,0.0000019862957],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.26955792,0.0033198853,0.65853184,0.00046938012,0.0005174151,0.00018207335,0.0009946027,0.0000016706996,0.00050040026,0.00040003963,0.000004624169,0.06552012],"study_design_scores_gemma":[0.43189365,0.0043380307,0.55732363,0.00010723427,0.00016126891,0.000055025852,0.0008546175,0.002674595,0.0022341467,0.000019330802,0.000020839201,0.0003176115],"about_ca_topic_score_codex":0.0000308821,"about_ca_topic_score_gemma":0.000035215413,"teacher_disagreement_score":0.16233572,"about_ca_system_score_codex":0.00033381907,"about_ca_system_score_gemma":0.00011030158,"threshold_uncertainty_score":0.9998832},"labels":[],"label_agreement":null},{"id":"W4210497776","doi":"10.1136/thoraxjnl-2021-218154","title":"Top 10 research priorities for people with obstructive sleep apnoea, families and clinicians: James Lind Alliance Priority Setting Partnership","year":2022,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Lung Association Saskatchewan; University of Saskatchewan","funders":"","keywords":"General partnership; Alliance; Medicine; Stakeholder; Comorbidity; Quality of life (healthcare); Family medicine; Public relations; Nursing; Psychiatry; Political science","score_opus":0.06377205969582972,"score_gpt":0.38990702271524597,"score_spread":0.32613496301941625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210497776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99023396,0.0018663914,0.00012659251,0.0024282215,0.00018405703,0.0023221532,0.00010313631,0.00009585608,0.0026396243],"genre_scores_gemma":[0.98760945,0.00010296811,0.0069911717,0.00013045302,0.000520788,0.0007796643,0.000044177843,0.0000748286,0.0037464944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99602646,0.0005538715,0.00038395086,0.0007957502,0.0012912619,0.0009487053],"domain_scores_gemma":[0.99614966,0.0018912308,0.00012435376,0.0005666794,0.0010133031,0.00025479545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027440893,0.00026147795,0.00056923827,0.0002526799,0.00101898,0.000097204655,0.00027590588,0.000112424466,0.00024315315],"category_scores_gemma":[0.0019425487,0.00023771278,0.00009272435,0.0007869172,0.0006868512,0.00021373625,0.0004603978,0.0012208415,0.000013914881],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0125605045,0.00044146713,0.6782064,0.00196312,0.0007261471,0.00017734697,0.031179458,0.000057190962,0.0022447247,0.0057189655,0.002748892,0.26397577],"study_design_scores_gemma":[0.0121225715,0.009886831,0.5539744,0.00038265076,0.00042668713,0.00028903253,0.26695526,0.0047760885,0.010358365,0.008008259,0.13137767,0.0014422297],"about_ca_topic_score_codex":0.00014671657,"about_ca_topic_score_gemma":0.00014790727,"teacher_disagreement_score":0.26253355,"about_ca_system_score_codex":0.00033445153,"about_ca_system_score_gemma":0.00033360152,"threshold_uncertainty_score":0.9693646},"labels":[],"label_agreement":null},{"id":"W4210742741","doi":"10.2147/nss.s345143","title":"Positive Airway Pressure Usage in Youth with Obstructive Sleep Apnea Following Transition to Adult Health Care","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of British Columbia Hospital; University of Ottawa; Hospital for Sick Children; University Health Network; University of Toronto","funders":"","keywords":"Obstructive sleep apnea; Positive airway pressure; Health care; Sleep apnea; Continuous positive airway pressure; Airway; MEDLINE","score_opus":0.006761356361014199,"score_gpt":0.2774414239143096,"score_spread":0.2706800675532954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210742741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937214,0.0012228887,0.00021695263,0.0019637465,0.00016004614,0.0010427271,0.00019169705,0.000019376283,0.0014611132],"genre_scores_gemma":[0.9976589,0.0000024531482,0.0015250914,0.0006853234,0.00003391731,0.00003184476,0.000032300726,0.000015979826,0.000014163055],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99715656,0.00010282461,0.00022093441,0.0006226557,0.001406349,0.0004906924],"domain_scores_gemma":[0.99897426,0.0000464341,0.00007885446,0.00024995356,0.00037220822,0.00027830017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052883034,0.00016865373,0.00036246076,0.0005836773,0.00043267562,0.000026865519,0.00024243849,0.00008487202,0.000022122054],"category_scores_gemma":[0.000103710154,0.00014064043,0.00006192127,0.0019623805,0.0003227706,0.00030156865,0.00013401691,0.0009587326,6.3394083e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00751292,0.0008874238,0.058883898,0.00079341925,0.0005074973,0.00060596474,0.6180702,0.004312963,0.072781295,0.0035745404,0.000039739767,0.23203015],"study_design_scores_gemma":[0.013375655,0.014051655,0.4630923,0.0005988184,0.0004462611,0.00028157138,0.42235276,0.00805831,0.07619301,0.00022447089,0.0001222319,0.0012029704],"about_ca_topic_score_codex":0.00025238493,"about_ca_topic_score_gemma":0.00008914254,"teacher_disagreement_score":0.4042084,"about_ca_system_score_codex":0.0003078804,"about_ca_system_score_gemma":0.0001801207,"threshold_uncertainty_score":0.57351506},"labels":[],"label_agreement":null},{"id":"W4210745728","doi":"10.5005/jp-journals-10078-1301","title":"Prevalence of Obstructive Sleep Apnea in Glaucoma Patients: A Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"JOURNAL OF CURRENT GLAUCOMA PRACTICE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Glaucoma; Obstructive sleep apnea; Meta-analysis; CINAHL; Sleep apnea; MEDLINE; Internal medicine; Ophthalmology; Psychological intervention","score_opus":0.08879426016158695,"score_gpt":0.4054810807612594,"score_spread":0.31668682059967246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210745728","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005931638,0.994397,0.00012936807,0.00017387864,0.00025118046,0.0046629263,0.0001930721,0.000007870646,0.00012542908],"genre_scores_gemma":[0.00013631137,0.99843705,0.00083965494,0.00007898962,0.000054296113,0.0003106226,0.000034227938,0.000071296396,0.000037540784],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9851691,0.0056413324,0.005152281,0.0006714486,0.0028809726,0.00048483105],"domain_scores_gemma":[0.97995853,0.005416581,0.011315432,0.0011305701,0.0018045413,0.00037432328],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0056446395,0.0008031747,0.014180092,0.0021791747,0.00008021231,0.000053701766,0.0008825608,0.0001955967,0.001030461],"category_scores_gemma":[0.017600344,0.00054297625,0.0044160853,0.0034158619,0.00019177192,0.00097554346,0.00049234275,0.0031117192,0.000009757964],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010090454,0.0010780646,0.00075417344,0.8444531,0.12766975,0.0001546298,0.000108246764,3.4894523e-8,5.1617466e-8,0.000060670016,0.000023090244,0.025597263],"study_design_scores_gemma":[0.0007297573,0.00056877034,0.0004421485,0.038292628,0.9072235,0.0013716009,0.000117212425,0.000009705586,2.9484653e-7,0.000013272095,0.050884277,0.00034680148],"about_ca_topic_score_codex":0.0000099513445,"about_ca_topic_score_gemma":0.0000014422951,"teacher_disagreement_score":0.8061605,"about_ca_system_score_codex":0.000806045,"about_ca_system_score_gemma":0.00036395955,"threshold_uncertainty_score":0.99988276},"labels":[],"label_agreement":null},{"id":"W4210989915","doi":"10.1016/j.sleep.2021.11.016","title":"A psychological view on the effectiveness of psychosocial interventions on positive airway pressure treatment adherence and sleep quality in patients with obstructive sleep apnea","year":2022,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôtel-Dieu de Québec; Université Laval","funders":"","keywords":"Psychological intervention; Psychosocial; Obstructive sleep apnea; Continuous positive airway pressure; Medicine; CINAHL; PsycINFO; Cognitive behavioral therapy; Physical therapy; Randomized controlled trial; MEDLINE; Clinical psychology; Psychiatry; Internal medicine","score_opus":0.07784203958770548,"score_gpt":0.41551280875757685,"score_spread":0.3376707691698714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210989915","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036212757,0.937247,0.00006203522,0.00040915987,0.0009547017,0.018043086,0.0009031821,0.0000741675,0.0060939556],"genre_scores_gemma":[0.45053747,0.54191244,0.00008511779,0.00020005183,0.00044584964,0.0051211095,0.0013121481,0.0002541646,0.00013162605],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98977983,0.0052610054,0.0013128443,0.0014350554,0.0015872541,0.00062398467],"domain_scores_gemma":[0.9926934,0.004753235,0.00086410716,0.0011054551,0.00029952257,0.00028427038],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021244974,0.0009630946,0.0036763605,0.00058357435,0.00022362593,0.00001579796,0.0004865317,0.0003776699,0.0012845034],"category_scores_gemma":[0.0012547626,0.0005031413,0.0006494979,0.0012064585,0.0012172394,0.000060725404,0.00019315042,0.0017519465,0.000018218168],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068119573,0.004196996,0.004265829,0.011847895,0.0029149926,0.00006164581,0.000538257,0.0000024250496,0.0000012500398,0.0014941217,0.00001843685,0.9678462],"study_design_scores_gemma":[0.04085408,0.12000122,0.671923,0.09668064,0.013103192,0.00009125455,0.0011272089,0.000025344063,0.00002146284,0.0006257834,0.053715527,0.0018313266],"about_ca_topic_score_codex":0.00012353586,"about_ca_topic_score_gemma":0.000027358312,"teacher_disagreement_score":0.96601486,"about_ca_system_score_codex":0.00085944304,"about_ca_system_score_gemma":0.000055512606,"threshold_uncertainty_score":0.99974203},"labels":[],"label_agreement":null},{"id":"W4211128226","doi":"10.1016/j.sleep.2021.11.018","title":"Inflammatory markers and BDNF in obstructive sleep apnea (OSA) in Parkinson's disease (PD)","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; McGill University Health Centre","funders":"","keywords":"Epworth Sleepiness Scale; Medicine; Polysomnography; Obstructive sleep apnea; Internal medicine; Brain-derived neurotrophic factor; Apnea–hypopnea index; Parkinson's disease; Montreal Cognitive Assessment; Sleep apnea; Excessive daytime sleepiness; Neurotrophic factors; Apnea; Sleep disorder; Disease; Cognition; Dementia; Psychiatry","score_opus":0.012222929415385496,"score_gpt":0.2681672988009251,"score_spread":0.2559443693855396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211128226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98591816,0.0026133049,0.00003482241,0.0060879374,0.0005505733,0.0014886104,0.00003464858,0.00006898562,0.0032029306],"genre_scores_gemma":[0.9980431,0.000069389214,0.00016213092,0.00068528653,0.00026694447,0.0004211307,0.00008684629,0.000070606795,0.00019452497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958193,0.00046146652,0.00067461544,0.00085858325,0.001357475,0.0008285883],"domain_scores_gemma":[0.9980495,0.00035419466,0.00014980196,0.00063041825,0.00010219721,0.0007138979],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001321752,0.0003738564,0.0007205786,0.0012352986,0.00016632964,0.000012202031,0.00028670765,0.000092180264,0.0015309633],"category_scores_gemma":[0.0010310677,0.00035252052,0.000078826655,0.0012394248,0.0007179116,0.00018003113,0.0004926533,0.0012857316,0.000016905875],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036240742,0.0002670646,0.9257341,0.00026694394,0.00010990202,0.003415298,0.0018583847,0.00008461707,0.0014083383,0.0005514815,0.00027148137,0.062408306],"study_design_scores_gemma":[0.01010724,0.0005622252,0.96541893,0.000115282484,0.00009771624,0.00011727381,0.0059861992,0.0055251913,0.00007826501,0.0007164014,0.010955453,0.0003197907],"about_ca_topic_score_codex":0.00024706533,"about_ca_topic_score_gemma":0.00011139766,"teacher_disagreement_score":0.062088516,"about_ca_system_score_codex":0.00081926864,"about_ca_system_score_gemma":0.00009997931,"threshold_uncertainty_score":0.99989265},"labels":[],"label_agreement":null},{"id":"W4211219713","doi":"10.1007/978-3-319-28100-1_40-2","title":"Orofacial Pain and Sleep","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal; University of Toronto","funders":"","keywords":"Orofacial pain; Sleep (system call); Medicine; Psychology; Physical medicine and rehabilitation; Physical therapy; Computer science","score_opus":0.03079545029506538,"score_gpt":0.3020051728365688,"score_spread":0.27120972254150344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211219713","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000110071865,0.00049596716,0.00020070845,0.0007390308,0.00013934975,0.0004517928,0.000018434528,0.00005089551,0.99779373],"genre_scores_gemma":[0.012174956,0.000073499876,0.00051611516,0.0002491387,0.0005829447,0.0000062082677,0.00003762003,0.00006906671,0.98629045],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988036,0.000015249809,0.00015780686,0.0003701079,0.0004266066,0.00022659118],"domain_scores_gemma":[0.9989091,0.00007736357,0.000076680706,0.0005660161,0.00014237415,0.00022843407],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038263234,0.00023111534,0.00041170637,0.00014293948,0.000112868205,0.000041731113,0.000119248165,0.00034626474,0.0057227225],"category_scores_gemma":[0.00025576164,0.00018582429,0.00009549389,0.0000036432948,0.00033322803,0.000041616717,0.00016922377,0.0005053527,0.00044330477],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013783634,0.000014694857,0.0010841588,0.00018623257,0.0004050455,0.00040553065,0.000041738473,8.651597e-9,0.00014186387,0.10267134,0.0024773101,0.89243424],"study_design_scores_gemma":[0.0015648484,0.00058628514,0.002865939,0.00014819235,0.00023245726,0.00010883848,0.000013380068,0.00015805462,0.00011328239,0.011109244,0.9826976,0.0004018798],"about_ca_topic_score_codex":0.000027012069,"about_ca_topic_score_gemma":0.00003164647,"teacher_disagreement_score":0.9802203,"about_ca_system_score_codex":0.00007139928,"about_ca_system_score_gemma":0.000036407127,"threshold_uncertainty_score":0.9951862},"labels":[],"label_agreement":null},{"id":"W4212915838","doi":"10.1007/s11325-022-02582-6","title":"Methodological parameters for upper airway assessment by cone-beam computed tomography in adults with obstructive sleep apnea: a systematic review of the literature and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"National Institute of Dental and Craniofacial Research","keywords":"Supine position; Obstructive sleep apnea; Cone beam computed tomography; Medicine; Airway; Meta-analysis; Sleep apnea; Neurosurgery; Nuclear medicine; Radiology; Computed tomography; Anesthesia; Internal medicine","score_opus":0.08042383288850373,"score_gpt":0.3689741769565309,"score_spread":0.28855034406802715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212915838","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012534669,0.98858905,0.0014524641,0.00017018552,0.000048694998,0.008929952,0.0006240712,0.000021329852,0.000038929164],"genre_scores_gemma":[0.0008500447,0.9773192,0.0177941,0.00032889922,0.000018078945,0.0030346464,0.00056262885,0.00007042713,0.00002198606],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9934501,0.0028093962,0.001359834,0.0010523509,0.00088785327,0.00044043726],"domain_scores_gemma":[0.99419045,0.0035102998,0.001052338,0.0008076771,0.0002617552,0.00017747332],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029384336,0.000719076,0.008889737,0.0007037618,0.0001826742,0.00008144411,0.0003703684,0.00029322924,0.000059806465],"category_scores_gemma":[0.0006023056,0.0003452303,0.0026652226,0.0027759047,0.00030257044,0.000115173796,0.0003234943,0.0012550546,1.3173377e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007570113,0.00013142823,0.00008488415,0.8601914,0.112505116,0.00003758322,0.000536571,0.0000015119525,6.1298283e-7,0.000096067524,0.000006483061,0.026332622],"study_design_scores_gemma":[0.0015591576,0.00068449124,0.00007516472,0.15333575,0.84071296,0.00056217,0.0006001681,0.00043873847,0.0000058338833,0.000057724694,0.0013280855,0.00063972967],"about_ca_topic_score_codex":0.00002964799,"about_ca_topic_score_gemma":0.000003696627,"teacher_disagreement_score":0.7282079,"about_ca_system_score_codex":0.00016919737,"about_ca_system_score_gemma":0.000048392623,"threshold_uncertainty_score":0.9999},"labels":[],"label_agreement":null},{"id":"W4212917676","doi":"10.2174/1573399818666220216095848","title":"Impact of Obstructive Sleep Apnea and Current Treatments on the Developmentand Progression of Type 2 Diabetes","year":2022,"lang":"en","type":"review","venue":"Current Diabetes Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Diabetes mellitus; Type 2 diabetes; Sleep apnea; Glycemic; Intensive care medicine; Type 2 Diabetes Mellitus; Internal medicine; Endocrinology","score_opus":0.12468568710629437,"score_gpt":0.4350461975044894,"score_spread":0.31036051039819507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212917676","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023340186,0.96933895,4.9572674e-7,0.000007482947,0.0007055144,0.0061814697,0.0002794673,0.000017440789,0.00012897063],"genre_scores_gemma":[0.00066559686,0.9973347,0.00007872626,0.000003530358,0.00010739885,0.0011223948,0.0005888001,0.00009001736,0.000008808319],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99491644,0.0011068407,0.0015908206,0.0008054189,0.0009086953,0.00067179167],"domain_scores_gemma":[0.9961051,0.0008955008,0.0015671637,0.0009517264,0.00021172254,0.00026880883],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009619389,0.0008996994,0.004102861,0.0004674278,0.00015416298,0.000025309027,0.0004791369,0.00014302913,0.00085003115],"category_scores_gemma":[0.0011096946,0.0004611276,0.0011999591,0.001248073,0.00043287707,0.0000836754,0.00051137136,0.0010651803,0.0000366237],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002155156,0.0005732041,0.017980127,0.03439088,0.001033724,0.000001069553,0.000083136,4.4533543e-8,0.000008000329,0.000019281753,0.00023723098,0.94565177],"study_design_scores_gemma":[0.00072608475,0.00166571,0.0048185573,0.03375633,0.0030288873,0.0000037802627,0.000016000873,0.000022875893,0.000058164635,0.000034093926,0.9553954,0.00047412192],"about_ca_topic_score_codex":8.6868994e-7,"about_ca_topic_score_gemma":8.8792675e-8,"teacher_disagreement_score":0.9551582,"about_ca_system_score_codex":0.0007234424,"about_ca_system_score_gemma":0.0002701948,"threshold_uncertainty_score":0.99978405},"labels":[],"label_agreement":null},{"id":"W4213187853","doi":"10.1016/j.sleep.2022.02.006","title":"Association between risk of obstructive sleep apnea, inflammation and cognition after 45 years old in the Canadian Longitudinal Study on Aging","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Heart and Stroke Foundation; University of British Columbia; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; University of British Columbia Hospital; Université du Québec à Montréal; Concordia University; Foothills Medical Centre; Institut Universitaire de Gériatrie de Montréal; Mount Sinai Hospital; University of Calgary; McGill University Health Centre; McGill University; Baycrest Hospital; Sunnybrook Health Science Centre; Jewish General Hospital; Université de Montréal; Université de Sherbrooke; University of Toronto; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Obstructive sleep apnea; Medicine; Systemic inflammation; Sleep apnea; Cognition; Internal medicine; C-reactive protein; Effects of sleep deprivation on cognitive performance; Cohort; Apnea; Physical therapy; Pediatrics; Inflammation; Psychiatry","score_opus":0.026816671696331736,"score_gpt":0.3052377424417846,"score_spread":0.27842107074545286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213187853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99523246,0.00009137271,0.00002096879,0.0023230335,0.00015157775,0.0013202229,0.00006824244,0.000012780285,0.00077931513],"genre_scores_gemma":[0.9992044,0.0000049126306,0.000026844844,0.0001033833,0.0003309371,0.00018228551,0.00009533934,0.000020264974,0.000031647625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99696696,0.00063413766,0.00040195955,0.0003247592,0.0013353019,0.0003368838],"domain_scores_gemma":[0.99866444,0.0004906465,0.00024189295,0.00027154552,0.00018504966,0.00014640648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023562831,0.00015462466,0.00035077296,0.00070026267,0.00021270585,0.00001399222,0.00012919566,0.00006739013,0.00023739472],"category_scores_gemma":[0.00085193134,0.00012593193,0.000040081468,0.00072305545,0.00012480038,0.00009357417,0.0000697147,0.0008740011,0.0000065810214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017938633,0.00007831311,0.96976745,0.00002261576,0.00030356774,0.00010618645,0.008947687,0.000015984133,0.00009723441,0.00003344611,0.00001943604,0.020428717],"study_design_scores_gemma":[0.0035066055,0.0012110012,0.9838192,0.000036590052,0.0005672483,0.000010179165,0.010087984,0.0002217824,0.000082760205,0.0002856522,0.000075163625,0.00009587481],"about_ca_topic_score_codex":0.02371531,"about_ca_topic_score_gemma":0.032917034,"teacher_disagreement_score":0.020332841,"about_ca_system_score_codex":0.0008930128,"about_ca_system_score_gemma":0.000039901704,"threshold_uncertainty_score":0.9847297},"labels":[],"label_agreement":null},{"id":"W4213231786","doi":"10.3410/f.4104.471755","title":"Faculty Opinions recommendation of Continuous positive airway pressure for central sleep apnea and heart failure.","year":2006,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Continuous positive airway pressure; Medicine; Ejection fraction; Heart failure; Central sleep apnea; Hypopnea; Cheyne–Stokes respiration; Sleep apnea; Apnea; Heart rate; Anesthesia; Randomization; Positive airway pressure; Cardiology; Obstructive sleep apnea; Internal medicine; Polysomnography; Blood pressure; Randomized controlled trial","score_opus":0.01909671401087815,"score_gpt":0.34277994642282,"score_spread":0.32368323241194186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213231786","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000013716656,0.0014694168,0.00014761236,0.21481422,0.00048197436,0.0038992485,0.7791234,0.000030804003,0.000031906202],"genre_scores_gemma":[0.00005268649,0.000057673504,0.002350876,0.0022693044,0.0005093574,0.0004457701,0.99354875,0.000047478043,0.000718092],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99481136,0.00046537534,0.001554586,0.0009019523,0.0016351261,0.0006316014],"domain_scores_gemma":[0.98819315,0.00031999472,0.0011399258,0.0012248744,0.008632629,0.00048943947],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011276813,0.0006210812,0.0015085394,0.0004427837,0.00026521593,0.0001285446,0.0008055008,0.00089572236,0.00024552923],"category_scores_gemma":[0.0065991785,0.00041668964,0.0007585077,0.0013478377,0.000683165,0.00030722833,0.00043984872,0.0012800911,0.0000122803585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008283909,0.0005591208,0.000060764633,0.012959589,0.00045661646,3.7350097e-7,0.00007164055,9.6746355e-8,0.000014627639,0.00018094666,0.9832647,0.0023487187],"study_design_scores_gemma":[0.0020802263,0.0004719915,0.0076015526,0.0058763353,0.00072652707,0.000096062606,0.000043553537,0.00005740272,0.00011238543,0.000015404961,0.9825789,0.0003396664],"about_ca_topic_score_codex":0.00010614526,"about_ca_topic_score_gemma":0.000009942468,"teacher_disagreement_score":0.21442531,"about_ca_system_score_codex":0.00013617432,"about_ca_system_score_gemma":0.0003224496,"threshold_uncertainty_score":0.9998285},"labels":[],"label_agreement":null},{"id":"W4213295203","doi":"10.3389/fphys.2021.767318","title":"Leptin: A Potential Link Between Obstructive Sleep Apnea and Obesity","year":2022,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Heart and Stroke Foundation of Canada","keywords":"Leptin; Internal medicine; Endocrinology; Leptin receptor; Medicine; Obesity; Obstructive sleep apnea; Basal (medicine); Diabetes mellitus","score_opus":0.01147058353079153,"score_gpt":0.2604277856402013,"score_spread":0.24895720210940978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213295203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950028,0.00040736966,0.0017498726,0.0008557546,0.00090858445,0.0005086676,0.0000535628,0.000041802672,0.00047157175],"genre_scores_gemma":[0.9945545,0.000011076103,0.0044376827,0.00012193613,0.00054295245,0.00008275166,0.00009518051,0.000029054068,0.00012485015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980437,0.0003321767,0.000256656,0.00056175207,0.0003012574,0.000504432],"domain_scores_gemma":[0.9993268,0.000058713395,0.00008227511,0.00032435183,0.000061064864,0.00014675129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002242418,0.00018205823,0.0005558097,0.0003270584,0.00021925123,0.000007688679,0.00020196459,0.00011666087,0.00020874575],"category_scores_gemma":[0.00008336005,0.00018904897,0.000089238805,0.0003709245,0.00042008312,0.00007409567,0.00056018867,0.0009076135,0.000008610207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013158821,0.00017646806,0.78062093,0.000111600086,0.00047450472,0.00019649453,0.0010850843,0.00014817477,0.03317004,0.00024422273,0.0010948704,0.18136175],"study_design_scores_gemma":[0.0024663091,0.00056219695,0.9822449,0.000004031694,0.00006828497,0.000052927917,0.001580656,0.0034195979,0.0007446299,0.00691263,0.0017445037,0.00019929536],"about_ca_topic_score_codex":0.00005179953,"about_ca_topic_score_gemma":0.0000012987026,"teacher_disagreement_score":0.20162402,"about_ca_system_score_codex":0.0002781486,"about_ca_system_score_gemma":0.000037197944,"threshold_uncertainty_score":0.7709193},"labels":[],"label_agreement":null},{"id":"W4213452922","doi":"10.3390/children9030306","title":"Trends in Diagnosing Obstructive Sleep Apnea in Pediatrics","year":2022,"lang":"en","type":"review","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Gold standard (test); Neurocognitive; Pediatrics; Physical examination; Physical therapy; Intensive care medicine; Modalities; Sleep (system call); Apnea; Cognition; Psychiatry; Internal medicine","score_opus":0.043030943039910764,"score_gpt":0.35278887360908345,"score_spread":0.30975793056917267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213452922","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002323418,0.9922294,0.0000030298656,0.00004105388,0.00038133113,0.0013780948,0.00016154668,0.000056676545,0.0034254454],"genre_scores_gemma":[0.0007575911,0.9962307,0.00016742919,0.000025549123,0.0006362005,0.00042967667,0.0014474918,0.00017054037,0.0001348166],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959475,0.00045145128,0.0009341489,0.0010241449,0.00082254794,0.00082023],"domain_scores_gemma":[0.99808216,0.0006121019,0.00028929656,0.0007544276,0.000037342626,0.00022469826],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005186402,0.0006050645,0.0023114858,0.0037503974,0.00008223436,0.00003729502,0.00051436794,0.00041630902,0.0015930856],"category_scores_gemma":[0.0005847549,0.0005669646,0.000587867,0.004343014,0.00012886309,0.000117579526,0.0005424647,0.0028193912,0.00007135487],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016934544,0.00021150174,0.036775105,0.0016602891,0.00010547546,0.0003097488,0.00016002555,0.0000019086926,3.5030826e-8,0.00003716202,0.00006514775,0.96065664],"study_design_scores_gemma":[0.0048292694,0.00042992987,0.2899367,0.0030588983,0.0019108878,0.0010966687,0.00020730362,0.00005136776,0.0000016386358,0.00010847546,0.6965953,0.0017735849],"about_ca_topic_score_codex":0.00017130158,"about_ca_topic_score_gemma":0.0000414677,"teacher_disagreement_score":0.9588831,"about_ca_system_score_codex":0.001778743,"about_ca_system_score_gemma":0.00016699322,"threshold_uncertainty_score":0.9996782},"labels":[],"label_agreement":null},{"id":"W4213456087","doi":"10.3390/clockssleep4010011","title":"Obesity, Sex, Snoring and Severity of OSA in a First Nation Community in Saskatchewan, Canada","year":2022,"lang":"en","type":"article","venue":"Clocks & Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Medicine; Obesity; Logistic regression; Ordinal regression; Body mass index; Type 2 diabetes; Diabetes mellitus; Sleep apnea; Demography; Physical therapy; Internal medicine; Endocrinology","score_opus":0.02244150081228805,"score_gpt":0.25772957430663473,"score_spread":0.2352880734943467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213456087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982517,0.00010813381,0.0000087503895,0.00043554677,0.000078809695,0.00034819395,0.000027012486,0.000009780512,0.0007321183],"genre_scores_gemma":[0.99966645,0.0000034144357,0.00007546848,0.0000760682,0.000018385359,0.000036475467,0.000025410725,0.000011947907,0.000086390384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985882,0.00029242213,0.0002517028,0.0001636785,0.0004632571,0.00024074501],"domain_scores_gemma":[0.9992968,0.00022272945,0.00005684786,0.00027881682,0.000060720908,0.000084105544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073388405,0.000097713004,0.0002654511,0.00018428614,0.00017249132,0.000005655484,0.0001450816,0.000039604314,0.00010302214],"category_scores_gemma":[0.00015316984,0.00011253134,0.000021544227,0.0004898639,0.00007346056,0.00005259991,0.0004787061,0.0009124134,3.1515512e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008885993,0.00027083256,0.98440975,0.00015690859,0.000021355108,0.000082569015,0.0039531933,0.00018899028,0.0007319232,0.000015700305,0.000042657153,0.010037232],"study_design_scores_gemma":[0.002001358,0.00013785456,0.9677371,0.000032836215,0.00001274253,0.00003700922,0.02311682,0.0033901958,0.00280112,0.00014890503,0.0004653697,0.00011872731],"about_ca_topic_score_codex":0.8286716,"about_ca_topic_score_gemma":0.9760858,"teacher_disagreement_score":0.14741425,"about_ca_system_score_codex":0.0010169597,"about_ca_system_score_gemma":0.0002111907,"threshold_uncertainty_score":0.45888948},"labels":[],"label_agreement":null},{"id":"W4214480327","doi":"10.1007/s00455-022-10422-8","title":"Food-Grade Activated Charcoal for Contrast-Enhanced Photoacoustic Imaging of Aspiration: A Phantom Study","year":2022,"lang":"en","type":"article","venue":"Dysphagia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institutes of Health","keywords":"Imaging phantom; Medicine; Ultrasound; Contrast (vision); Bolus (digestion); Charcoal; Radiology; Nuclear medicine; Biomedical engineering; Aspiration pneumonia; Surgery; Materials science; Pneumonia; Optics; Internal medicine","score_opus":0.029087059262264188,"score_gpt":0.3213065959733989,"score_spread":0.2922195367111347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214480327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900386,0.00016775336,0.005164555,0.00020377422,0.00032202166,0.003552762,0.00016244232,0.00007804749,0.0003100969],"genre_scores_gemma":[0.9982496,5.16024e-7,0.00031610846,0.00012397312,0.00010857939,0.00094929914,0.000069117596,0.000048300517,0.00013452275],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979499,0.00012888177,0.0003690658,0.0004050694,0.00073404855,0.00041301834],"domain_scores_gemma":[0.99887615,0.00020372352,0.00015600283,0.00033803834,0.00029604248,0.00013003359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004340142,0.00017623063,0.0004041049,0.0002293479,0.00023343382,0.000017475344,0.0001885115,0.000026681708,0.0007237866],"category_scores_gemma":[0.00024074869,0.00017659723,0.00010531047,0.0004958623,0.00009105283,0.00010659948,0.00012795409,0.0003259659,0.0000050329168],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017696802,0.0016475542,0.013026925,0.00013225806,0.0005502422,0.000043745305,0.0015950062,0.00005842042,0.9699974,0.00008476827,0.00008249802,0.011011474],"study_design_scores_gemma":[0.026916396,0.015762947,0.05929328,0.000034270288,0.00057839474,0.00009051881,0.012023983,0.01894174,0.8652236,0.00018764958,0.0005135378,0.0004336743],"about_ca_topic_score_codex":0.00003245971,"about_ca_topic_score_gemma":0.000007008983,"teacher_disagreement_score":0.10477382,"about_ca_system_score_codex":0.00021527495,"about_ca_system_score_gemma":0.000106292624,"threshold_uncertainty_score":0.7924956},"labels":[],"label_agreement":null},{"id":"W4214549838","doi":"10.21203/rs.3.rs-1325007/v1","title":"Coblation Adenotonsillar surgery: a game changer in decreasing postoperative complications while maintaining efficacy – an audit of 345 cases","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Tonsillectomy; Surgery; Adenoidectomy; Tonsil","score_opus":0.1714778885206964,"score_gpt":0.4458986363274289,"score_spread":0.2744207478067325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214549838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895351,0.0007079102,0.00008222178,0.0031566755,0.00009166589,0.0041880445,0.0007576597,0.00008089951,0.0013998536],"genre_scores_gemma":[0.9954334,0.00016539838,0.00071531226,0.000050376122,0.00012453449,0.000977743,0.0023551008,0.00011260093,0.00006551647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99176043,0.0028661245,0.00077960076,0.001122388,0.0024673652,0.0010040657],"domain_scores_gemma":[0.9916735,0.004144938,0.00025370126,0.0014348289,0.002017784,0.0004751944],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004108694,0.0003571669,0.00096729485,0.0027915705,0.00041623993,0.00008881928,0.00044643707,0.00032068524,0.0016247646],"category_scores_gemma":[0.005814336,0.00037842183,0.00024901683,0.0019230626,0.0005327974,0.00017512323,0.00164283,0.0030001525,0.0000304421],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0096413195,0.011481662,0.74045235,0.0075365044,0.0017573597,0.006577903,0.03983023,0.008733739,0.0438226,0.014797036,0.0015677564,0.11380156],"study_design_scores_gemma":[0.0022701647,0.001552373,0.95515096,0.0030058008,0.000078138,0.00028317803,0.016387066,0.013447646,0.0032064517,0.0008044983,0.0031242995,0.0006894319],"about_ca_topic_score_codex":0.0028073434,"about_ca_topic_score_gemma":0.00047234635,"teacher_disagreement_score":0.21469863,"about_ca_system_score_codex":0.002107189,"about_ca_system_score_gemma":0.0013217864,"threshold_uncertainty_score":0.9998668},"labels":[],"label_agreement":null},{"id":"W4214569036","doi":"10.15331/jdsm.3892","title":"Quality","year":2014,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Quality (philosophy); Computer science; Business; Philosophy","score_opus":0.03039906949070549,"score_gpt":0.3689243583670285,"score_spread":0.33852528887632305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214569036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9688556,0.00034663675,0.0032959809,0.004090605,0.00076608337,0.00014032147,5.8634845e-7,0.000013697121,0.02249044],"genre_scores_gemma":[0.9961225,0.000020231815,0.0011580036,0.0007498706,0.0016655028,0.000001010528,0.0000027695237,0.000019901383,0.00026023353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973916,0.00016661517,0.0007355579,0.00013591284,0.0013171177,0.00025321497],"domain_scores_gemma":[0.9983759,0.00022664061,0.00036963596,0.00024193765,0.00032919808,0.00045667213],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018319276,0.0001355331,0.0005901228,0.0002301115,0.000045934852,0.0000066882067,0.00018373647,0.000074197924,0.0013231493],"category_scores_gemma":[0.0018458725,0.000088545676,0.00015998691,0.00028626062,0.0002878045,0.0001215464,0.00006440104,0.0005157784,0.00006924978],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013108681,0.0004258515,0.7176221,0.00012925098,0.000328558,0.0003834081,0.00034986826,0.000005074446,0.070816904,0.0009997102,0.003998763,0.20362963],"study_design_scores_gemma":[0.013247424,0.0045273765,0.94656247,0.00023636929,0.00027646322,0.004446262,0.001040459,0.00038526117,0.0054235253,0.0008575882,0.022809533,0.00018725803],"about_ca_topic_score_codex":0.000025624351,"about_ca_topic_score_gemma":0.000007124183,"teacher_disagreement_score":0.22894035,"about_ca_system_score_codex":0.00018507647,"about_ca_system_score_gemma":0.000018090139,"threshold_uncertainty_score":0.9995898},"labels":[],"label_agreement":null},{"id":"W4214629524","doi":"10.1164/rccm.202111-2620le","title":"Why Would Physiologic Support with Continuous Positive Airway Pressure Not Improve Outcomes in Patients with Atrial Fibrillation with Sleep Apnea?","year":2022,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Continuous positive airway pressure; Atrial fibrillation; Sleep apnea; Cardiology; Apnea; Airway; Obstructive sleep apnea; Anesthesia; Internal medicine; Intensive care medicine","score_opus":0.010616816103160663,"score_gpt":0.283405773864282,"score_spread":0.27278895776112133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214629524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8363254,0.0014452314,0.00015664408,0.15913239,0.00039827224,0.0017923852,0.0004221557,0.000033301243,0.00029420646],"genre_scores_gemma":[0.8562367,0.000006449085,0.00019073648,0.14111696,0.0021952644,0.000012959102,0.00011542191,0.00009192959,0.000033581695],"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.995046,0.00061738375,0.0007880077,0.0006484053,0.0022397642,0.0006604453],"domain_scores_gemma":[0.99587685,0.0009297345,0.00066336454,0.00039355832,0.0017629166,0.00037359478],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003585312,0.0005868074,0.0021545752,0.00057286967,0.0001390828,0.000029137025,0.00022692817,0.00032024237,0.00029193878],"category_scores_gemma":[0.0006495531,0.0003242959,0.00017248327,0.000470654,0.0026743468,0.00019956662,0.000090455425,0.004617299,8.017919e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05300844,0.00016330888,0.87552154,0.0010952204,0.0020166868,0.008895097,0.0018546142,0.000033866792,0.00020422658,0.000016667782,0.004897903,0.052292418],"study_design_scores_gemma":[0.03757004,0.49390298,0.3390817,0.001237786,0.005757095,0.000702949,0.012497212,0.0000164472,0.00023222569,0.0000131158895,0.10754823,0.0014401871],"about_ca_topic_score_codex":0.0000690142,"about_ca_topic_score_gemma":0.0000063450984,"teacher_disagreement_score":0.53643984,"about_ca_system_score_codex":0.00023120883,"about_ca_system_score_gemma":0.0002489274,"threshold_uncertainty_score":0.9999209},"labels":[],"label_agreement":null},{"id":"W4214643751","doi":"10.3389/fphys.2022.857627","title":"Editorial: Causes and Consequences of Sleep Apnea: Spotlights on the Roles of Sex and Sex Hormones","year":2022,"lang":"en","type":"editorial","venue":"Frontiers in Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta; Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"","keywords":"Physiology; Hormone; Medicine; Pathophysiology; Sleep apnea; Obstructive sleep apnea; Gonadal Steroid Hormones; Bioinformatics; Endocrinology; Internal medicine; Biology","score_opus":0.009953274835213468,"score_gpt":0.27020631562053726,"score_spread":0.2602530407853238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214643751","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.119356826,0.0029830302,0.000004338839,0.00020197997,0.8763445,0.00062093436,0.00028759986,0.000016393478,0.00018438979],"genre_scores_gemma":[0.15158062,0.0017310537,0.00019131,0.000022094848,0.8460121,0.0001184274,0.0001587579,0.00006165722,0.0001239619],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973527,0.00051504263,0.0004601455,0.00056674966,0.0007682255,0.0003371095],"domain_scores_gemma":[0.9972948,0.0016735852,0.00032764947,0.0004516358,0.00017755476,0.000074781245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005322271,0.00031116253,0.0012171561,0.00036498945,0.00009015077,0.000008066992,0.00030266942,0.0005796108,0.00003459158],"category_scores_gemma":[0.00104833,0.00021496903,0.000084086656,0.00021031652,0.002224092,0.000041643772,0.0002970062,0.0011573286,4.8899415e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011833749,0.00012233567,0.0016991013,0.00040091062,0.00049031695,0.000015067191,0.0010211652,0.00000459638,0.01998496,0.00011203448,0.9729481,0.0020180657],"study_design_scores_gemma":[0.0042347177,0.00408484,0.0030463214,0.00020164398,0.00040926805,0.000010515333,0.010543096,0.00016048845,0.020948168,0.010205288,0.94553334,0.0006223317],"about_ca_topic_score_codex":0.00015811095,"about_ca_topic_score_gemma":0.000014192786,"teacher_disagreement_score":0.03222379,"about_ca_system_score_codex":0.000097939504,"about_ca_system_score_gemma":0.00016133492,"threshold_uncertainty_score":0.87661827},"labels":[],"label_agreement":null},{"id":"W4214682463","doi":"10.3410/f.1046497.496466","title":"Faculty Opinions recommendation of Chronic snoring and sleep in children: a demonstration of sleep disruption.","year":2006,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Obstructive sleep apnea; Apnea; Hypopnea; Tachypnea; Sleep apnea; Anesthesia; Polysomnography; Sleep (system call); Apnea–hypopnea index; Audiology","score_opus":0.02164300607521218,"score_gpt":0.3520479068442576,"score_spread":0.3304049007690454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214682463","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000062527724,0.00284941,0.00008774658,0.04695818,0.0002815847,0.0024098803,0.94728637,0.00002025479,0.00004403252],"genre_scores_gemma":[0.0010533262,0.00036205223,0.00060435204,0.00030038686,0.00028493925,0.00019623671,0.9970895,0.000028699626,0.00008047219],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949281,0.0004307303,0.0019486068,0.00069224206,0.0016141381,0.00038615844],"domain_scores_gemma":[0.9932737,0.00013925016,0.0014229686,0.001120839,0.0037990375,0.0002442528],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013509486,0.0004732883,0.0011589361,0.00080125924,0.00012672886,0.00005670137,0.0006818503,0.00067918695,0.00018806205],"category_scores_gemma":[0.003223613,0.00033550593,0.0004237908,0.002429119,0.0006017062,0.0003602228,0.00039037238,0.0012660819,0.0000088218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034132834,0.0007288327,0.0013369924,0.010229092,0.0002450158,3.9707288e-7,0.00004968785,7.2391003e-7,0.000019046409,0.000247317,0.97472465,0.012384112],"study_design_scores_gemma":[0.0017978827,0.00030769812,0.112577185,0.009174165,0.0003159909,0.00010167061,0.000018795596,0.00012150122,0.00009684251,0.00001712831,0.8752072,0.00026397523],"about_ca_topic_score_codex":0.00023361013,"about_ca_topic_score_gemma":0.000034086857,"teacher_disagreement_score":0.11124019,"about_ca_system_score_codex":0.00032337187,"about_ca_system_score_gemma":0.0003495927,"threshold_uncertainty_score":0.9999097},"labels":[],"label_agreement":null},{"id":"W4214690177","doi":"10.3390/app12052469","title":"Rapid Maxillary Expansion in Pediatric Patients with Sleep-Disordered Breathing: Cephalometric Variations in Upper Airway’s Dimension","year":2022,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Cephalometry; Sagittal plane; Dentistry; Mouth breathing; Malocclusion; Airway; Orthodontics; Breathing; Cephalometric analysis; Skull; Anesthesia; Surgery; Anatomy","score_opus":0.014278176640584188,"score_gpt":0.2514964955200251,"score_spread":0.23721831887944092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214690177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945018,0.00027897087,0.00007580888,0.00038816428,0.00011757543,0.000993564,0.000007056238,0.000035822228,0.0036012323],"genre_scores_gemma":[0.997959,0.000025298312,0.0016130445,0.00011683877,0.00002639557,0.00018237602,0.00003653283,0.00001780488,0.000022717948],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969705,0.00011279691,0.00031778772,0.0006172051,0.0014849592,0.00049680116],"domain_scores_gemma":[0.9992669,0.00019272533,0.00009927302,0.0002592939,0.000069641595,0.00011213775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009243161,0.00016364435,0.0002575481,0.0022525785,0.00042252717,0.00003188418,0.00027340237,0.000050142655,0.0003601777],"category_scores_gemma":[0.00011022176,0.00013260612,0.000033671156,0.007807834,0.00015816113,0.00018412586,0.0002966685,0.0004214778,0.000020094243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020300408,0.0008062042,0.97155595,0.000024780322,0.0000072310263,0.000029652796,0.0011634734,0.0006170254,0.000781871,0.0005717181,0.000026663747,0.024212448],"study_design_scores_gemma":[0.0034889616,0.0006580364,0.9915091,0.000006052336,0.00001986126,0.000008309849,0.0014392234,0.0022058361,0.00017579923,0.000216086,0.00008054378,0.00019218812],"about_ca_topic_score_codex":0.00010117544,"about_ca_topic_score_gemma":0.000020121312,"teacher_disagreement_score":0.02402026,"about_ca_system_score_codex":0.00029855184,"about_ca_system_score_gemma":0.00014753848,"threshold_uncertainty_score":0.54075205},"labels":[],"label_agreement":null},{"id":"W4214892740","doi":"10.1097/wnp.0000000000000821","title":"Stroke: What's Sleep Got to Do With It?","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Neurophysiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Thrombolysis; Stroke (engine); Sleep apnea; Evening; Pulse oximetry; Obstructive sleep apnea; Risk factor; Morning","score_opus":0.054074932750152196,"score_gpt":0.406303914999511,"score_spread":0.35222898224935884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214892740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98484105,0.000072979856,0.00017237554,0.012678674,0.0015858659,0.00023819131,0.0000058100554,0.000008573121,0.00039648815],"genre_scores_gemma":[0.9892821,0.00009161723,0.0015905092,0.0076301256,0.00112671,0.000007830994,0.0000018068553,0.0000359327,0.0002334132],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9965162,0.0008694772,0.0011096904,0.00032614786,0.00081558013,0.00036286254],"domain_scores_gemma":[0.9970768,0.0010797075,0.000468714,0.0003957943,0.00045759632,0.00052136095],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00082328706,0.00014910351,0.000889403,0.00023248949,0.00010807703,0.00003072276,0.00040650676,0.0000661361,0.0010339374],"category_scores_gemma":[0.001470392,0.00010433723,0.0003322198,0.00035104208,0.00022462127,0.00017715208,0.00036455292,0.0020331393,0.000072848474],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08329512,0.0056090252,0.06614197,0.00010060049,0.0019873353,0.016168904,0.0004702165,0.0057211765,0.1832647,0.00061844016,0.008915243,0.62770724],"study_design_scores_gemma":[0.0127853025,0.09884838,0.7267001,0.000072339375,0.0003383429,0.0035542806,0.0019805802,0.00042281928,0.0008641731,0.00034810507,0.15371354,0.0003720023],"about_ca_topic_score_codex":0.0000018614653,"about_ca_topic_score_gemma":5.086641e-7,"teacher_disagreement_score":0.66055816,"about_ca_system_score_codex":0.000056719604,"about_ca_system_score_gemma":0.00015737517,"threshold_uncertainty_score":0.99987924},"labels":[],"label_agreement":null},{"id":"W4220676113","doi":"10.1007/s12028-022-01479-2","title":"Effect of Obstructive Sleep Apnea on Outcomes After Traumatic Brain Injury: A Retrospective Cohort Analysis","year":2022,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Traumatic brain injury; Comorbidity; Retrospective cohort study; Propensity score matching; Sleep apnea; Population; Internal medicine; Neurosurgery; Emergency medicine; Physical therapy; Surgery","score_opus":0.010145666732375007,"score_gpt":0.3231603991296721,"score_spread":0.3130147323972971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220676113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946206,0.000060066766,0.000058190803,0.0008899917,0.00019586108,0.0011887986,0.00047685343,0.00007145587,0.0024381368],"genre_scores_gemma":[0.9985072,4.2065807e-7,0.000057826168,0.0006766946,0.000049038135,0.0005304445,0.00006656845,0.000057044283,0.000054742075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99566305,0.000871065,0.00042382182,0.0007432678,0.0017646354,0.00053416786],"domain_scores_gemma":[0.9973677,0.0012088313,0.000062574305,0.00071491225,0.00036567217,0.00028033616],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034874736,0.00032513478,0.0011740912,0.0006688197,0.00016458357,0.000020449157,0.00022978117,0.00007959225,0.0013536339],"category_scores_gemma":[0.0022734962,0.00027748407,0.0006851552,0.0017625014,0.00031328716,0.00006554473,0.00026223517,0.0010272823,0.000021737296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002933557,0.00020471353,0.9871123,0.0003597051,0.0011950501,0.00043172232,0.0008521687,0.000020650905,0.0007503533,0.0006134451,0.000031334388,0.0054950193],"study_design_scores_gemma":[0.0016663111,0.006223076,0.9832648,0.000011435823,0.0020824978,0.000024817233,0.0012206604,0.0006458551,0.004528546,0.000079924714,0.000037478632,0.00021458803],"about_ca_topic_score_codex":0.000041604402,"about_ca_topic_score_gemma":0.000006889255,"teacher_disagreement_score":0.0060183625,"about_ca_system_score_codex":0.0006497156,"about_ca_system_score_gemma":0.00002697284,"threshold_uncertainty_score":0.99996775},"labels":[],"label_agreement":null},{"id":"W4220683559","doi":"10.1038/s41598-022-08164-6","title":"A portrait of obstructive sleep apnea risk factors in 27,210 middle-aged and older adults in the Canadian Longitudinal Study on Aging","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Université de Sherbrooke; University of British Columbia; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; University of British Columbia Hospital; Concordia University; Foothills Medical Centre; Institut Universitaire de Gériatrie de Montréal; University of Calgary; Mount Sinai Hospital; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Canadian Sleep & Circadian Network; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"Canadian Institutes of Health Research; Government of Canada; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Medicine; Obstructive sleep apnea; Diabetes mellitus; Comorbidity; Menopause; Internal medicine; Risk factor; Longitudinal study; Depression (economics); Sleep apnea; Asthma; Obesity; Physical therapy; Gerontology; Endocrinology; Pathology","score_opus":0.03717279936447967,"score_gpt":0.29705250173820813,"score_spread":0.2598797023737285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220683559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99593544,0.0000750363,0.0000017863874,0.00010932577,0.0012986682,0.0019040452,0.0000253251,0.0000109940365,0.0006393822],"genre_scores_gemma":[0.99969494,3.3042994e-7,0.000027821214,0.0000122266565,0.000019576863,0.00008649807,0.00003814325,0.000019986295,0.00010047904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958645,0.000430185,0.0006442714,0.0009814178,0.0015277313,0.00055185583],"domain_scores_gemma":[0.99833447,0.00016013264,0.0003076444,0.00084479066,0.00013454206,0.00021844542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038650653,0.00019773467,0.0003643247,0.001240919,0.0005380581,0.00009087291,0.00020106781,0.000047217367,0.00018639707],"category_scores_gemma":[0.0005824092,0.00015348029,0.00007741876,0.0017302945,0.0003826924,0.00010952636,0.00014594999,0.0008954821,0.0000011885435],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007345815,0.0004634789,0.96627986,0.000028502463,0.000045391807,0.0037260652,0.02778356,0.000055906272,0.00015873132,0.000013527499,0.000033194574,0.0013383443],"study_design_scores_gemma":[0.0010086639,0.00024386647,0.9524861,0.000039238883,0.000035835346,0.00026461115,0.045089066,0.00013465398,0.00032926118,0.00019786588,0.000045514225,0.00012531654],"about_ca_topic_score_codex":0.10247256,"about_ca_topic_score_gemma":0.23941384,"teacher_disagreement_score":0.13694128,"about_ca_system_score_codex":0.00051091943,"about_ca_system_score_gemma":0.0002708564,"threshold_uncertainty_score":0.90350413},"labels":[],"label_agreement":null},{"id":"W4220686199","doi":"10.1007/s13239-022-00615-5","title":"Deep Learning Forecasts the Occurrence of Sleep Apnea from Single-Lead ECG","year":2022,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Deep learning; Sleep apnea; Apnea; Multilayer perceptron; Lead (geology); Artificial intelligence; Computer science; Machine learning; Obstructive sleep apnea; Sleep (system call); Artificial neural network; Medicine; Internal medicine","score_opus":0.010497162709900597,"score_gpt":0.20955421008948763,"score_spread":0.19905704737958704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220686199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8849516,0.0282875,0.085274786,0.00037141077,0.00028157164,0.00036949423,0.000016175303,0.0002918118,0.00015566508],"genre_scores_gemma":[0.9980381,0.000042023723,0.0017486768,0.000006351128,0.000041609077,0.00007496134,0.000019165645,0.000022460032,0.0000066572384],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988393,0.000052996715,0.0001645058,0.00029811493,0.00036417425,0.00028086378],"domain_scores_gemma":[0.99920243,0.000092159906,0.00003520371,0.0005379674,0.00008604028,0.00004620114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003254381,0.00013594427,0.0003899511,0.0002946754,0.00012788473,0.0000076478045,0.0002001362,0.00009357138,0.000025339445],"category_scores_gemma":[0.00036527243,0.00011687273,0.00021603523,0.00066276884,0.00016621924,0.000024960655,0.000358562,0.0008002455,0.0000028654645],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028746375,0.000047420042,0.0069962647,0.000089862886,0.0018595769,0.00013486826,0.00018906251,0.027762068,0.021075577,0.00020176655,0.000008378628,0.9416064],"study_design_scores_gemma":[0.0026654426,0.0008297227,0.0029122194,0.000042963962,0.00081606826,0.0011952776,0.002432042,0.90746903,0.037462316,0.0002092137,0.04352363,0.00044205142],"about_ca_topic_score_codex":0.000014297917,"about_ca_topic_score_gemma":4.0002803e-7,"teacher_disagreement_score":0.9411644,"about_ca_system_score_codex":0.000068651476,"about_ca_system_score_gemma":0.0000089274645,"threshold_uncertainty_score":0.47659317},"labels":[],"label_agreement":null},{"id":"W4220733019","doi":"10.1007/s11325-022-02575-5","title":"Obstructive sleep apnea is associated with cognitive impairment in minor ischemic stroke","year":2022,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Montreal Cognitive Assessment; Polysomnography; Internal medicine; Stroke (engine); Neurology; Neuropsychology; Cognition; Stroop effect; Hypoxemia; Sleep apnea; Cardiology; Apnea; Physical therapy; Cognitive impairment; Psychiatry; Disease","score_opus":0.012465251885239245,"score_gpt":0.2595449872223857,"score_spread":0.24707973533714647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220733019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99335337,0.0003140318,0.00008274781,0.00047415416,0.000087238695,0.0008547317,0.00019911786,0.000059387243,0.0045752036],"genre_scores_gemma":[0.998511,0.000004324782,0.00024823152,0.00039814145,0.000055657118,0.00017488947,0.00009452267,0.000045503035,0.0004677201],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758,0.00015649771,0.00028381697,0.0005935541,0.0007875597,0.0005985878],"domain_scores_gemma":[0.9990887,0.00022601307,0.00012594889,0.00019364145,0.00015962597,0.00020608623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042717776,0.0002675857,0.00043623763,0.00033117612,0.00032120777,0.00004095955,0.00011608002,0.00008548691,0.00046466867],"category_scores_gemma":[0.00012726033,0.00023869074,0.0000832686,0.00052192213,0.00017852611,0.00017652941,0.0002959078,0.00089668477,0.000007599398],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003603923,0.0014573811,0.8412971,0.00015371297,0.0020326355,0.0027406272,0.024729243,0.00002758059,0.012604828,0.00007929547,0.00014648178,0.11112718],"study_design_scores_gemma":[0.03847126,0.0052368897,0.8252917,0.00045601215,0.0011768047,0.0024333848,0.07606997,0.020132434,0.02846762,0.00017376439,0.0005939094,0.0014962422],"about_ca_topic_score_codex":0.00019968658,"about_ca_topic_score_gemma":0.00002556692,"teacher_disagreement_score":0.109630935,"about_ca_system_score_codex":0.00056770485,"about_ca_system_score_gemma":0.000046895217,"threshold_uncertainty_score":0.9733526},"labels":[],"label_agreement":null},{"id":"W4220782528","doi":"10.1038/s41598-022-05415-4","title":"Upregulated heme biosynthesis increases obstructive sleep apnea severity: a pathway-based Mendelian randomization study","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Center for Advancing Translational Sciences; Sleep Research Society Foundation; Broad Institute; National Human Genome Research Institute; Sleep Research Society","keywords":"Mendelian randomization; Heme; Obstructive sleep apnea; Genome-wide association study; Bioinformatics; Medicine; Genetic association; Phenotype; Biology; Genetics; Gene; Internal medicine; Genotype; Biochemistry; Single-nucleotide polymorphism; Enzyme","score_opus":0.016722769802558206,"score_gpt":0.2661771718160276,"score_spread":0.2494544020134694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220782528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927175,0.000082406965,0.0003783482,0.00024388738,0.0024168014,0.0031111133,0.000043810873,0.00025057033,0.00075555244],"genre_scores_gemma":[0.9977196,1.9452948e-7,0.00062413065,0.000050249502,0.00006851715,0.00046824434,0.00034019514,0.000060291764,0.00066859205],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9938014,0.0007178866,0.0008721978,0.0015083475,0.0024902308,0.0006098982],"domain_scores_gemma":[0.9967525,0.00017535202,0.00046548265,0.0015815911,0.00066512194,0.00035996694],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034163322,0.00031530956,0.0006181374,0.0009070464,0.0013071831,0.00021662116,0.0002354112,0.00006979904,0.0021492545],"category_scores_gemma":[0.0012210077,0.00029571564,0.00024729254,0.0025007934,0.0004137027,0.00021719508,0.00037697805,0.00037701847,0.000021765401],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009687593,0.013662153,0.4002961,0.0003255767,0.0020870294,0.018691767,0.005721086,0.0037095428,0.4449425,0.00006955892,0.0021891529,0.09861793],"study_design_scores_gemma":[0.044495583,0.0031351403,0.13495977,0.00013669815,0.0019706215,0.005334545,0.030507045,0.11805142,0.6349398,0.0048195333,0.018756986,0.002892899],"about_ca_topic_score_codex":0.00025420383,"about_ca_topic_score_gemma":0.000024817875,"teacher_disagreement_score":0.26533633,"about_ca_system_score_codex":0.00057668873,"about_ca_system_score_gemma":0.00037381222,"threshold_uncertainty_score":0.99999297},"labels":[],"label_agreement":null},{"id":"W4220784662","doi":"10.1111/anae.15718","title":"Postoperative outcomes in surgical patients with obstructive sleep apnoea diagnosed by sleep studies: a meta‐analysis and trial sequential analysis","year":2022,"lang":"en","type":"review","venue":"Anaesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; St Joseph's Health Care; Western University; London Health Sciences Centre; University of Toronto","funders":"University Health Network","keywords":"Medicine; Polysomnography; Atrial fibrillation; Meta-analysis; Odds ratio; Prospective cohort study; Randomized controlled trial; Anesthesia; Internal medicine; Surgery; Apnea","score_opus":0.07248077779662941,"score_gpt":0.3762908244805839,"score_spread":0.30381004668395445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220784662","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03733024,0.95683825,0.00002523339,0.00012677701,0.00007545545,0.0049436563,0.0005231118,0.00005290281,0.00008434554],"genre_scores_gemma":[0.0135542825,0.98103213,0.0002649916,0.00008661544,0.00005728401,0.0026432814,0.0020770328,0.00014958275,0.00013479963],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99161744,0.0023372206,0.0014806584,0.0018653057,0.0018496392,0.0008497526],"domain_scores_gemma":[0.9958299,0.001585099,0.00074664695,0.0010587857,0.00037113845,0.00040842599],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009299429,0.0012101377,0.011903258,0.00321109,0.00027319894,0.00009627417,0.00044899693,0.0003864194,0.001003724],"category_scores_gemma":[0.00042469497,0.0007843307,0.0039477996,0.007730357,0.0005667816,0.00022586976,0.00035827598,0.0013684098,0.000011365402],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033875736,0.0010070277,0.025218152,0.0007433527,0.76000667,0.0015710965,0.0005463408,0.000014604206,1.6908347e-8,0.000034048717,0.000010890924,0.20746021],"study_design_scores_gemma":[0.02383245,0.0026119973,0.0042823586,0.00008226487,0.88481313,0.000017743298,0.0005720151,0.00005456672,4.969155e-7,0.0000075078906,0.082687914,0.0010375641],"about_ca_topic_score_codex":0.0006857337,"about_ca_topic_score_gemma":0.0005719904,"teacher_disagreement_score":0.20642264,"about_ca_system_score_codex":0.00094203034,"about_ca_system_score_gemma":0.00016249507,"threshold_uncertainty_score":0.9999095},"labels":[],"label_agreement":null},{"id":"W4220891588","doi":"10.1111/joor.13316","title":"Disparities in oxygen saturation and hypoxic burden levels in obstructive sleep apnoea patient’s response to oral appliance treatment","year":2022,"lang":"en","type":"article","venue":"Journal of Oral Rehabilitation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Oxygen saturation; Sleep (system call); Emergency medicine; Oxygen; Computer science","score_opus":0.024701703082561883,"score_gpt":0.31641533097071445,"score_spread":0.2917136278881526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220891588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901517,0.00020946377,0.00006971843,0.008477811,0.00014666341,0.0008958226,0.000022823302,0.00000535171,0.000020632495],"genre_scores_gemma":[0.9891252,0.00000505061,0.010612987,0.000054426444,0.000034456225,0.00010412194,0.000004668081,0.000016072761,0.000043022603],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977145,0.0006259633,0.0005834214,0.00022576029,0.0006206993,0.00022962884],"domain_scores_gemma":[0.99872184,0.0005847803,0.00019232617,0.0001407218,0.00022939738,0.00013093426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010041549,0.00013721947,0.00036547863,0.00070539885,0.000073413816,0.000025089535,0.00007252149,0.00004653953,0.000044720942],"category_scores_gemma":[0.0014647135,0.00012167144,0.00007035104,0.0005861866,0.00008195698,0.00031824753,0.00006277501,0.00031498098,0.0000023492746],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.034754768,0.0008759703,0.3866356,0.00011594679,0.0001163475,0.00023594977,0.029079892,0.006203298,0.12657267,0.00031453982,0.00007909067,0.41501594],"study_design_scores_gemma":[0.00350482,0.0071677575,0.9776401,0.000047117686,0.000021230133,0.00008103255,0.007998096,0.00078062026,0.0007370013,0.0011351755,0.00078040455,0.00010663715],"about_ca_topic_score_codex":0.00027964351,"about_ca_topic_score_gemma":0.00012271082,"teacher_disagreement_score":0.5910045,"about_ca_system_score_codex":0.0021523912,"about_ca_system_score_gemma":0.00010572233,"threshold_uncertainty_score":0.5628428},"labels":[],"label_agreement":null},{"id":"W4220929832","doi":"10.3390/children9030419","title":"Obstructive Sleep Apnea in Neonates","year":2022,"lang":"en","type":"review","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Craniofacial; Pediatrics; Airway; Continuous positive airway pressure; Psychological intervention; Craniofacial abnormality; Apnea; Intensive care medicine; Internal medicine; Anesthesia","score_opus":0.03855149667716137,"score_gpt":0.34018120986587796,"score_spread":0.30162971318871656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220929832","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029880166,0.9912014,0.000003974138,0.00003510958,0.000290165,0.0023686423,0.00015853584,0.000081424616,0.005561937],"genre_scores_gemma":[0.00011645821,0.99719256,0.00020354392,0.00003643736,0.00035826935,0.00042348861,0.0011936534,0.00016053327,0.00031506293],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968202,0.00030703717,0.00064948294,0.0008765211,0.000706368,0.00064037426],"domain_scores_gemma":[0.99837893,0.00032507867,0.00022025833,0.0008052982,0.000048417474,0.00022201538],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003079948,0.00054356334,0.002128889,0.0008949233,0.00010254351,0.000029819916,0.0005313176,0.00031600476,0.0033461496],"category_scores_gemma":[0.00036736648,0.00046484714,0.0006141521,0.0012379795,0.00018485764,0.00007805622,0.00054915523,0.0020896387,0.00032509837],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001892575,0.00010078314,0.0016072927,0.0022386266,0.00046529752,0.00014529242,0.00007670347,3.3283771e-7,1.4988753e-7,0.00013252466,0.000059566475,0.9951545],"study_design_scores_gemma":[0.0010725589,0.0001467249,0.00774068,0.0012528544,0.0007382013,0.0009258965,0.000058960213,0.000010432643,0.000002192174,0.00011267214,0.98742867,0.0005101715],"about_ca_topic_score_codex":0.000083169194,"about_ca_topic_score_gemma":0.000005406063,"teacher_disagreement_score":0.99464434,"about_ca_system_score_codex":0.00089218566,"about_ca_system_score_gemma":0.0001867796,"threshold_uncertainty_score":0.9997803},"labels":[],"label_agreement":null},{"id":"W4220965123","doi":"10.18280/ts.390136","title":"Automated Recognition of Sleep Apnea-Hypopnea Syndrome Using Continuous Wavelet Transform-Based Multiscale Dispersion Entropy of Single-Lead ECG Signal","year":2022,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pattern recognition (psychology); Support vector machine; Artificial intelligence; Wavelet transform; Approximate entropy; Polysomnography; Sleep apnea; Heart rate variability; Continuous wavelet transform; Sample entropy; Wavelet; Speech recognition; Computer science; Mathematics; Apnea; Discrete wavelet transform; Medicine; Cardiology; Heart rate; Internal medicine; Blood pressure","score_opus":0.029837038850014014,"score_gpt":0.2682897897240387,"score_spread":0.2384527508740247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220965123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9743885,0.000083745304,0.022727858,0.00022947302,0.00012633552,0.0015801343,0.0005433772,0.00016097659,0.00015964654],"genre_scores_gemma":[0.9918933,0.0000013474865,0.0072600637,0.00006483967,0.00005013353,0.00007373164,0.00057324633,0.00006617199,0.000017189386],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9960521,0.00035134333,0.00095816026,0.00049583503,0.0015483183,0.00059428386],"domain_scores_gemma":[0.99863935,0.00019433534,0.00036251833,0.00025684526,0.0003408375,0.00020612653],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006370663,0.00032637242,0.0007642429,0.0005371975,0.00023680854,0.00001725359,0.00022704517,0.000105034196,0.004508793],"category_scores_gemma":[0.000037311853,0.00032663092,0.00034946017,0.00063642394,0.00032723285,0.00019052962,0.00007717777,0.00038931763,0.0000105752415],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025298875,0.002697629,0.0045487927,0.00048382592,0.00035777458,0.0002341352,0.00048742915,0.0015320526,0.92724913,0.0000125045735,0.000031719035,0.059835132],"study_design_scores_gemma":[0.009526021,0.0043562152,0.004224965,0.00013375684,0.00039424075,0.00021349873,0.0010010228,0.65991974,0.31983268,0.00003407479,0.00005723855,0.00030655245],"about_ca_topic_score_codex":0.00012235198,"about_ca_topic_score_gemma":0.0000038924104,"teacher_disagreement_score":0.65838766,"about_ca_system_score_codex":0.0004885614,"about_ca_system_score_gemma":0.00009083336,"threshold_uncertainty_score":0.9999186},"labels":[],"label_agreement":null},{"id":"W4220993564","doi":"10.1007/s00431-022-04438-3","title":"Risk factors for respiratory adverse events after adenoidectomy and tonsillectomy in children with down syndrome: a retrospective cohort study","year":2022,"lang":"en","type":"article","venue":"European Journal of Pediatrics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Tonsillectomy; Adenoidectomy; Retrospective cohort study; Pediatrics; Population; Perioperative; Obstructive sleep apnea; Respiratory disturbance index; Confidence interval; Oxygen saturation; Apnea; Surgery; Polysomnography; Internal medicine","score_opus":0.009244611711592696,"score_gpt":0.25344182385829583,"score_spread":0.24419721214670315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220993564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99748284,0.0003850524,0.000077461016,0.000020215291,0.000119859484,0.001722868,0.00008365695,0.000012099143,0.00009598042],"genre_scores_gemma":[0.99925095,0.000028610459,0.00035028654,0.000029257928,0.00019878556,0.000027394763,0.000003965645,0.0000687731,0.000041999483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675655,0.00095103437,0.00054856704,0.00034950353,0.0010661761,0.00032818908],"domain_scores_gemma":[0.9985522,0.0001497224,0.00046375647,0.0002538931,0.00032337752,0.0002570319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025634018,0.00021243357,0.0004892441,0.0008549069,0.00017783945,0.000013095144,0.000201397,0.000020140078,0.000106155785],"category_scores_gemma":[0.0007072086,0.00016742361,0.000113049304,0.00080853334,0.000063135994,0.00015142068,0.00021100829,0.0011061503,0.0000025242373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013014977,0.00049514684,0.99527955,0.000014486199,0.00026781147,0.0013121873,0.0010368241,0.00004042112,0.000007855005,5.641688e-7,0.000074676725,0.0001690038],"study_design_scores_gemma":[0.008396897,0.0079790605,0.9807372,0.000008167787,0.00054071157,0.0006105434,0.0014759996,0.000005016737,0.0000049727714,0.0000049027967,0.000073885225,0.00016262727],"about_ca_topic_score_codex":0.000017604112,"about_ca_topic_score_gemma":0.0000059081653,"teacher_disagreement_score":0.014542311,"about_ca_system_score_codex":0.00050142617,"about_ca_system_score_gemma":0.00013197892,"threshold_uncertainty_score":0.68273365},"labels":[],"label_agreement":null},{"id":"W4221039444","doi":"10.4048/jbc.2022.25.e11","title":"The Association of Obstructive Sleep Apnea With Breast Cancer Incidence and Mortality: A Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"Journal of Breast Cancer","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Hazard ratio; Internal medicine; Meta-analysis; Subgroup analysis; Obstructive sleep apnea; Cochrane Library; Confidence interval; Oncology; Cancer","score_opus":0.04852054866396204,"score_gpt":0.370147600715422,"score_spread":0.32162705205145997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221039444","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000078358156,0.9957858,0.000014508599,0.0012752877,0.000070014576,0.0017210755,0.0010243189,0.0000042030542,0.00002645171],"genre_scores_gemma":[0.0011051253,0.99793696,0.000035639616,0.00011198252,0.00010985833,0.0005001934,0.0000059957,0.000046920788,0.00014734123],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9943237,0.0011478779,0.0017897952,0.00037785163,0.0020311584,0.00032962352],"domain_scores_gemma":[0.9911769,0.0009055384,0.005608231,0.0005096531,0.0015573964,0.00024227213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002981741,0.00045443428,0.008280694,0.00041302448,0.00017025914,0.00006639133,0.00034048632,0.00013484372,0.0006900552],"category_scores_gemma":[0.00032682606,0.00021982117,0.0016096077,0.0016549861,0.0002190185,0.00022589609,0.00017013533,0.0010796202,5.221595e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008104734,0.000045156154,0.0027168074,0.48461252,0.46777675,0.0000554702,0.00009418925,0.0000036215438,2.990899e-7,0.000017769087,0.000023231742,0.044573132],"study_design_scores_gemma":[0.00034832448,0.00007703212,0.006998675,0.021338118,0.9651632,0.0036799223,0.00014584532,0.00001443831,1.812373e-7,0.000008336184,0.0020163204,0.0002096508],"about_ca_topic_score_codex":0.00040942067,"about_ca_topic_score_gemma":0.00023350868,"teacher_disagreement_score":0.4973864,"about_ca_system_score_codex":0.001478307,"about_ca_system_score_gemma":0.00058133283,"threshold_uncertainty_score":0.89640474},"labels":[],"label_agreement":null},{"id":"W4221084544","doi":"10.1111/joor.13325","title":"Efficiency of oro‐facial myofunctional therapy in treating obstructive sleep apnoea: A meta‐analysis of observational studies","year":2022,"lang":"en","type":"review","venue":"Journal of Oral Rehabilitation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Meta-analysis; Observational study; Oxygen saturation; Internal medicine; Physical therapy; Polysomnography; Apnea; Oxygen","score_opus":0.2835931767390887,"score_gpt":0.4644008214430118,"score_spread":0.18080764470392313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221084544","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04135882,0.9568833,0.00008374697,0.00021829519,0.00026221055,0.0010025366,0.000118931945,0.0000043036534,0.00006782143],"genre_scores_gemma":[0.013562059,0.9663783,0.019429652,0.000017052162,0.00016129487,0.00020874647,0.00013720107,0.00006558248,0.00004011349],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9935925,0.0010980702,0.0027308443,0.0003589872,0.0019841124,0.0002354753],"domain_scores_gemma":[0.98875564,0.005923661,0.0029326174,0.00027632675,0.0020276639,0.00008406201],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029791407,0.00036042894,0.005180763,0.0030915635,0.000074007316,0.000008802656,0.000245287,0.00016541482,0.0007848551],"category_scores_gemma":[0.0063991016,0.00025520026,0.0035744219,0.004280663,0.00037214495,0.00021179867,0.000079778176,0.000779099,7.5284777e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009787933,0.0011655597,0.008076018,0.007383982,0.19179049,0.000020565943,0.00266418,0.0012830897,0.00007012444,0.0005410203,0.000015558266,0.7860106],"study_design_scores_gemma":[0.009477882,0.021879347,0.12578301,0.0034792323,0.67712176,0.00020885418,0.015339612,0.001109304,0.00005653964,0.0023902636,0.14190048,0.0012536966],"about_ca_topic_score_codex":0.000034162993,"about_ca_topic_score_gemma":0.000014174053,"teacher_disagreement_score":0.7847569,"about_ca_system_score_codex":0.0010337528,"about_ca_system_score_gemma":0.00057486084,"threshold_uncertainty_score":0.99999005},"labels":[],"label_agreement":null},{"id":"W4221091615","doi":"10.1016/b978-0-12-822963-7.00326-1","title":"Upper airway imaging and endoscopy","year":2022,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Airway; Endoscopy; Medicine; Upper endoscopy; Airway obstruction; Radiology; Craniofacial; Surgery","score_opus":0.014534046112857572,"score_gpt":0.2773157095589173,"score_spread":0.26278166344605974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221091615","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030690842,0.0045873886,0.0000017969429,0.0004756276,0.00034370166,0.00097018125,0.000054058906,0.00008747671,0.9931729],"genre_scores_gemma":[0.0026543527,0.0002034989,0.0006501196,0.0005644307,0.00043471946,0.0000803153,0.000053155673,0.00020007083,0.9951593],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976438,0.000039948874,0.00035500637,0.0006999037,0.0008077356,0.00045356562],"domain_scores_gemma":[0.99867964,0.00009700222,0.00012785518,0.0006699308,0.00012266426,0.00030290958],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027373148,0.00043433363,0.0006547492,0.00038496318,0.00019418541,0.000041139796,0.00018090989,0.00014551371,0.007808361],"category_scores_gemma":[0.0000433908,0.00041203693,0.00022556892,0.000017144379,0.0003627642,0.00004971274,0.00051331526,0.0013274343,0.0002052835],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008784925,0.000009449227,0.00049787044,0.00018703731,0.0002002738,0.00041466014,0.00016230479,2.1628166e-8,0.00052448397,0.006566346,0.00012660905,0.9912231],"study_design_scores_gemma":[0.0010594927,0.00013238388,0.00018052582,0.00017495995,0.00023679047,0.00030985833,0.00003572356,0.000014590907,0.0002718842,0.0019352267,0.99531204,0.00033650332],"about_ca_topic_score_codex":0.0000014672207,"about_ca_topic_score_gemma":0.0000021883402,"teacher_disagreement_score":0.99518543,"about_ca_system_score_codex":0.000292861,"about_ca_system_score_gemma":0.00011246545,"threshold_uncertainty_score":0.99983317},"labels":[],"label_agreement":null},{"id":"W4221135034","doi":"10.3389/fneur.2022.801121","title":"The Effects of CPAP Treatment on Resting-State Network Centrality in Obstructive Sleep Apnea Patients","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Internal medicine; Superior frontal gyrus; Cardiology; Montreal Cognitive Assessment; Sleep apnea; Superior temporal gyrus; Magnetic resonance imaging; Anesthesia; Functional magnetic resonance imaging; Cognitive impairment; Radiology","score_opus":0.007948743971020016,"score_gpt":0.2494451216904262,"score_spread":0.24149637771940619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221135034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946526,0.00027124092,0.000033721684,0.00057323714,0.00268032,0.0013965947,0.00001534613,0.000016283158,0.0003606327],"genre_scores_gemma":[0.9991716,0.00003686445,0.00018128363,0.00023286087,0.000049714043,0.0002320869,0.000017042323,0.000027201735,0.000051342267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969513,0.0011531765,0.00038120899,0.0004438517,0.00039364496,0.00067685294],"domain_scores_gemma":[0.9985228,0.0007611228,0.00015186516,0.0004275537,0.00004835498,0.0000882998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030026957,0.00018401974,0.00043530826,0.00020288998,0.0001580151,0.0000049178902,0.00022126769,0.000063108455,0.000009991569],"category_scores_gemma":[0.00056029146,0.0001455128,0.000081706195,0.0005489846,0.0002863376,0.000026940234,0.00018198566,0.00068618933,0.000001596425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052295257,0.0005931837,0.9376308,0.00003432496,0.00008106601,0.00028610727,0.0005725141,0.0025348486,0.000054707616,0.0000878884,0.00036030452,0.052534766],"study_design_scores_gemma":[0.0057793017,0.006817206,0.9803245,0.0000078133135,0.000025144273,0.000008097193,0.00009644047,0.003314898,0.00037778995,0.0015407796,0.0016080494,0.00009998405],"about_ca_topic_score_codex":0.00012500994,"about_ca_topic_score_gemma":0.000040133647,"teacher_disagreement_score":0.05243478,"about_ca_system_score_codex":0.00043344276,"about_ca_system_score_gemma":0.000035531182,"threshold_uncertainty_score":0.59338397},"labels":[],"label_agreement":null},{"id":"W4223413919","doi":"10.1007/s11695-022-06001-3","title":"Improving Bed Utilization in a Cohort of Bariatric Surgical Patients Using a Perioperative Obstructive Sleep Apnea Treatment and Bed Triage Protocol","year":2022,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; Institute of Population and Public Health; Richmond Hospital; University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Perioperative; Continuous positive airway pressure; Triage; Intensive care unit; Airway; Sleep apnea; Positive airway pressure; Surgery; Retrospective cohort study; Anesthesia; Emergency medicine; Intensive care medicine","score_opus":0.0352256312798773,"score_gpt":0.3090267145974872,"score_spread":0.2738010833176099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223413919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96465284,0.000028757664,0.00004877552,0.000017286964,0.00008452148,0.034987245,0.00005693952,0.000022465827,0.00010118641],"genre_scores_gemma":[0.98558724,0.0000023227312,0.00024879986,0.000006907958,0.000041168118,0.013976359,0.00008434095,0.000030422661,0.000022424936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972775,0.0006482518,0.00058217556,0.00052766694,0.000590239,0.00037415858],"domain_scores_gemma":[0.9986748,0.00042885842,0.00024447477,0.00026061622,0.00024341594,0.00014784832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007194389,0.00023615474,0.00075584627,0.0006059214,0.0002402596,0.000023190178,0.000062694846,0.00008553409,0.00024304088],"category_scores_gemma":[0.00042448242,0.00021846191,0.00014966437,0.000937764,0.00013051294,0.00017643771,0.00020848445,0.00026725393,9.568369e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018798559,0.0012689967,0.97462374,0.00013311223,0.00011447763,0.000115165254,0.00086498493,0.000025059473,0.0017111913,0.000023643084,0.0000010040937,0.019238776],"study_design_scores_gemma":[0.008467329,0.00074016245,0.9667733,0.000026555776,0.00012903313,0.000051871524,0.00086338783,0.016189778,0.0064052,0.0000108073755,0.000091587055,0.00025102493],"about_ca_topic_score_codex":0.00079214247,"about_ca_topic_score_gemma":0.000024387746,"teacher_disagreement_score":0.021010885,"about_ca_system_score_codex":0.0010579114,"about_ca_system_score_gemma":0.00021372564,"threshold_uncertainty_score":0.8908618},"labels":[],"label_agreement":null},{"id":"W4223463162","doi":"10.2147/nss.s348978","title":"To Wear or Not Wear the Mask: Decline in Positive Airway Pressure Usage in Children with Sleep Disordered Breathing During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Sickkids Research Institute; Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Sleep disordered breathing; Positive airway pressure; Pandemic; Coronavirus disease 2019 (COVID-19); Airway; Continuous positive airway pressure; Breathing","score_opus":0.012576065181504644,"score_gpt":0.30261829812233,"score_spread":0.2900422329408253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223463162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98865175,0.0006157985,0.000031789747,0.009206407,0.000042204967,0.0012433933,0.000047751604,0.00001550879,0.00014540754],"genre_scores_gemma":[0.99794436,0.00002558075,0.00019394764,0.0015790608,0.000038953927,0.000059216774,0.0000035058206,0.000014527292,0.00014087808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99732584,0.00018454062,0.00023293054,0.0005291664,0.0012576864,0.00046983338],"domain_scores_gemma":[0.998974,0.00028494094,0.00008253287,0.0003951447,0.00007659363,0.00018676218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002027604,0.00016145402,0.00026543048,0.00038417085,0.00059083465,0.000049972154,0.00066763256,0.00008705949,0.00010176893],"category_scores_gemma":[0.0007087134,0.000083087696,0.000034985365,0.0021679583,0.0007038694,0.00019160801,0.0007059117,0.0015241632,0.0000010746764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024911459,0.00015354659,0.9513209,0.000046131594,0.00006521981,0.00007264238,0.010695868,0.0023603851,0.028552836,0.00015833348,0.00000801231,0.004074994],"study_design_scores_gemma":[0.002897393,0.0005315026,0.98616767,0.00003889209,0.000042559583,0.00046944577,0.0039570476,0.0025088,0.003032157,0.00005331951,0.00014493811,0.00015626987],"about_ca_topic_score_codex":0.000584905,"about_ca_topic_score_gemma":0.0007328585,"teacher_disagreement_score":0.03484679,"about_ca_system_score_codex":0.00020768042,"about_ca_system_score_gemma":0.00018428577,"threshold_uncertainty_score":0.6621815},"labels":[],"label_agreement":null},{"id":"W4224211756","doi":"","title":"To Screen for Obstructive Sleep Apnoea in Type 2 Diabetes and its Correlation with Hscrp Levels and Microvascular Complications.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glycemic; Internal medicine; Diabetes mellitus; Retinopathy; Nephropathy; Diabetic retinopathy; Type 2 diabetes; Population; Type 2 Diabetes Mellitus; Creatinine; Gastroenterology; Peripheral neuropathy; Endocrinology","score_opus":0.032745245002065965,"score_gpt":0.2625317943058807,"score_spread":0.22978654930381473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224211756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938351,0.00070188905,0.00045404644,0.0012524906,0.000044236636,0.0034201143,0.000058171758,0.000019648181,0.00021431496],"genre_scores_gemma":[0.99550766,0.0000028257966,0.0012874649,0.00018078656,0.000025189318,0.0028446703,0.000050249964,0.000022292888,0.00007884908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989821,0.000055111635,0.00013141643,0.00031487757,0.00022443684,0.00029208904],"domain_scores_gemma":[0.9993672,0.00013196685,0.000037795424,0.00015556466,0.00016102946,0.00014648457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032195976,0.00009619167,0.00018633057,0.00021588415,0.00012929368,0.00001784811,0.000063168154,0.000029119667,0.000013959477],"category_scores_gemma":[0.0002190251,0.00009057174,0.000017876384,0.0004200652,0.000054032687,0.00008052613,0.00011782158,0.00015926876,0.0000016961258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008366423,0.0001454448,0.6683023,0.00014164326,0.00032236258,0.0000069130797,0.0008458279,0.00022031592,0.0037394864,0.0017045431,0.000073334435,0.32366118],"study_design_scores_gemma":[0.0018744208,0.00016519777,0.99278945,0.000005784078,0.000046278165,0.000015187636,0.0002533726,0.0022387917,0.00142782,0.00017076712,0.00090875296,0.000104186845],"about_ca_topic_score_codex":0.000014941658,"about_ca_topic_score_gemma":0.0000128548645,"teacher_disagreement_score":0.32448712,"about_ca_system_score_codex":0.00014679783,"about_ca_system_score_gemma":0.000014254845,"threshold_uncertainty_score":0.36934084},"labels":[],"label_agreement":null},{"id":"W4224237451","doi":"10.2147/opth.s354087","title":"Examining the Relationship Between Diabetic Macular Edema, and Obstructive Sleep Apnea","year":2022,"lang":"en","type":"article","venue":"Clinical ophthalmology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"William Osler Health System; University of Toronto","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Diabetic retinopathy; Polysomnography; Ophthalmology; Internal medicine; Diabetes mellitus; Cohort; Logistic regression; Prospective cohort study; Sleep study; Cohort study; Sleep apnea; Apnea; Endocrinology","score_opus":0.1690596793323284,"score_gpt":0.41150167223362666,"score_spread":0.24244199290129825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224237451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99275976,0.00039454768,0.00007365804,0.0026561285,0.00047941477,0.0006222699,0.000022997025,0.00003552422,0.002955666],"genre_scores_gemma":[0.99816954,0.0000015726891,0.0005490419,0.00023806724,0.00040825323,0.00014160322,0.000041439565,0.0000395224,0.00041093735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99618137,0.0016025538,0.0006819425,0.00062935275,0.00043598498,0.00046877997],"domain_scores_gemma":[0.9879617,0.0108907055,0.00018027835,0.0006124104,0.00009330036,0.00026159873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022324831,0.00018266137,0.00057400553,0.00012965524,0.0005633226,0.000017277991,0.0003058137,0.00019097899,0.00079614314],"category_scores_gemma":[0.005810504,0.00014257489,0.00014464711,0.000406594,0.0011250336,0.000053001157,0.00080366305,0.0017999036,0.00006463392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012915151,0.000085780375,0.99111813,0.000020750476,0.00017383293,0.00044044037,0.00018299611,0.0000047631593,0.000037059224,0.0010885579,0.000032436332,0.006686102],"study_design_scores_gemma":[0.001458776,0.0013123378,0.9877192,0.0000048556476,0.00018086388,0.0017847124,0.0009668909,0.0002470546,0.000014487002,0.0058131632,0.00036291432,0.00013475711],"about_ca_topic_score_codex":0.000010044603,"about_ca_topic_score_gemma":1.4472396e-7,"teacher_disagreement_score":0.009288152,"about_ca_system_score_codex":0.00009926019,"about_ca_system_score_gemma":0.000050958595,"threshold_uncertainty_score":0.87172085},"labels":[],"label_agreement":null},{"id":"W4224249040","doi":"10.1097/md.0000000000028934","title":"Analysis of cognitive dysfunction and its risk factors in patients with hypertension","year":2022,"lang":"en","type":"article","venue":"Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Montreal Cognitive Assessment; Polysomnography; Internal medicine; Body mass index; Diabetes mellitus; Dementia; Sleep apnea; Cognition; Cardiology; Mini–Mental State Examination; Logistic regression; Physical therapy; Apnea; Disease; Psychiatry; Endocrinology","score_opus":0.017972648226376776,"score_gpt":0.2639024024583942,"score_spread":0.2459297542320174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224249040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99908555,0.00012692853,0.000028981953,0.00013595892,0.000047456226,0.00037951535,0.00004230411,0.000008690067,0.00014460916],"genre_scores_gemma":[0.99964166,0.000012133002,0.0000058308765,0.000046782865,0.000013350167,0.000012657038,0.00023000146,0.000010129076,0.000027432341],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867517,0.000114174705,0.00018483306,0.00022287155,0.00066758395,0.00013537826],"domain_scores_gemma":[0.9992594,0.00022228376,0.00009686962,0.00010604261,0.00023415669,0.00008123044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025840063,0.000090102,0.00040119467,0.00085545966,0.000062469495,8.9343996e-7,0.000029384602,0.00002225978,0.0006140864],"category_scores_gemma":[0.000585972,0.00005896419,0.000026112546,0.0015139724,0.00009938099,0.00003556322,0.000057390036,0.0002561494,6.4729323e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011494561,0.00021081195,0.99348235,0.000016404143,0.00050370785,0.000013816925,0.0007458973,0.000026576208,0.00036243032,0.0000036273173,0.000007308379,0.003477609],"study_design_scores_gemma":[0.0063148653,0.002496294,0.98427516,0.00003790199,0.0015875897,0.0000015979269,0.0022638275,0.0027342502,0.00022261152,0.0000026647651,0.00001221265,0.000051007857],"about_ca_topic_score_codex":0.00035512148,"about_ca_topic_score_gemma":0.00003084389,"teacher_disagreement_score":0.009207178,"about_ca_system_score_codex":0.000082080085,"about_ca_system_score_gemma":0.000012019119,"threshold_uncertainty_score":0.6723815},"labels":[],"label_agreement":null},{"id":"W4224267962","doi":"10.1111/jsr.13594","title":"Scoring heart rate increases as a surrogate arousal marker on portable monitor studies for obstructive sleep apnea: Impact on diagnostic accuracy and clinical decision‐making","year":2022,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Université de Sherbrooke","funders":"","keywords":"Polysomnography; Medicine; Hypopnea; Obstructive sleep apnea; Heart rate variability; Apnea; Apnea–hypopnea index; Cardiology; Physical therapy; Heart rate; Internal medicine; Blood pressure","score_opus":0.10184979234110675,"score_gpt":0.49269245544187035,"score_spread":0.3908426631007636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224267962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99360746,0.0026750488,0.000060781833,0.0010752998,0.000736445,0.0016123274,0.000065625274,0.000020855192,0.0001461566],"genre_scores_gemma":[0.9964686,0.00058255525,0.0013264472,0.00015807216,0.0011482367,0.00015167719,0.0000049721566,0.000096785974,0.00006264651],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99158597,0.0019347849,0.0013818124,0.0007108036,0.0031741003,0.0012125548],"domain_scores_gemma":[0.93063223,0.06486457,0.0005537727,0.0005787475,0.002595639,0.00077504356],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0124525875,0.00038931123,0.0012981218,0.0014925118,0.001129317,0.0001812997,0.00048195713,0.0001293981,0.00036684528],"category_scores_gemma":[0.08159519,0.00028834207,0.00055974664,0.0010239932,0.0005856303,0.0004104863,0.0008095774,0.0032872916,0.000034990648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.071868114,0.0031753138,0.6305696,0.00031489448,0.0050639072,0.0049518715,0.00070425513,0.001554979,0.0022114017,0.00025038962,0.0030693617,0.27626595],"study_design_scores_gemma":[0.010757631,0.025903434,0.9426554,0.0010445238,0.00035328607,0.0018577955,0.0077671385,0.0035867568,0.0010586435,0.0037240533,0.0008946926,0.00039665055],"about_ca_topic_score_codex":0.00008204709,"about_ca_topic_score_gemma":0.0000065504883,"teacher_disagreement_score":0.31208584,"about_ca_system_score_codex":0.001335865,"about_ca_system_score_gemma":0.00039541736,"threshold_uncertainty_score":0.99995685},"labels":[],"label_agreement":null},{"id":"W4224281946","doi":"10.31083/j.jin2103085","title":"The Interaction of Severe Obstructive Sleep Apnea Hypopnea Syndrome and Abdominal Obesity on Cognitive Function","year":2022,"lang":"en","type":"article","venue":"Journal of Integrative Neuroscience","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Education Department of Jiangxi Province","keywords":"Obstructive sleep apnea; Medicine; Montreal Cognitive Assessment; Polysomnography; Cognition; Hypopnea; Confounding; Body mass index; Physical therapy; Internal medicine; Audiology; Apnea; Psychiatry; Cognitive impairment","score_opus":0.021876878440595434,"score_gpt":0.2995060808295552,"score_spread":0.2776292023889598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224281946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956871,0.00011330977,0.0015085811,0.0004452656,0.0011291894,0.00033324715,0.000024794654,0.0000057447023,0.0007527156],"genre_scores_gemma":[0.99944264,0.000026676416,0.00009014466,0.00023083347,0.000048421734,0.000012196247,8.247738e-7,0.000011464193,0.00013682779],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9974931,0.00043829568,0.0004506897,0.00027468154,0.0011123442,0.00023088395],"domain_scores_gemma":[0.99722797,0.0009971056,0.0006567396,0.00014285903,0.0008519204,0.00012339526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079590507,0.000174266,0.00034722305,0.00032031588,0.0005797269,0.00004397783,0.00023266635,0.000030903506,0.0000483237],"category_scores_gemma":[0.002226626,0.00010386926,0.0001473584,0.000646923,0.00077399187,0.00037852302,0.00016376641,0.0013138186,0.0000018274009],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04406786,0.0027127112,0.079452775,0.000155658,0.00062193186,0.0018361235,0.006474871,0.00070656196,0.566299,0.005118055,0.0003518181,0.29220262],"study_design_scores_gemma":[0.003734448,0.028436467,0.85013527,0.00023390847,0.00033227218,0.020862205,0.043506414,0.0064986204,0.043866746,0.0013529832,0.00074899656,0.000291673],"about_ca_topic_score_codex":0.000010637503,"about_ca_topic_score_gemma":0.0000031105628,"teacher_disagreement_score":0.7706825,"about_ca_system_score_codex":0.00025472455,"about_ca_system_score_gemma":0.000099972545,"threshold_uncertainty_score":0.57079613},"labels":[],"label_agreement":null},{"id":"W4224312628","doi":"10.5664/jcsm.9986","title":"Symptom subtypes and risk of incident cardiovascular and cerebrovascular disease in a clinic-based obstructive sleep apnea cohort","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Cohort; Sleep apnea; Internal medicine; Sleep (system call); Cohort study; Disease; Polysomnography; Cardiology; Apnea; Physical therapy","score_opus":0.024781276574310788,"score_gpt":0.3385724264453873,"score_spread":0.31379114987107654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224312628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862119,0.010607012,0.0005775474,0.0010133754,0.00063101563,0.00080632314,0.000031729178,0.000011081995,0.0001100266],"genre_scores_gemma":[0.99636513,0.0019744595,0.00075006415,0.00021624991,0.0006007385,0.000024048137,0.000012520755,0.000044510296,0.0000122960655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99161446,0.001978093,0.002863381,0.00059072184,0.0025425318,0.00041083046],"domain_scores_gemma":[0.99281794,0.0034010506,0.0013382541,0.00070796924,0.0007122535,0.0010225507],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.013195466,0.00031130726,0.0025336219,0.0006375649,0.00012702578,0.0000119377155,0.00030850896,0.00015402508,0.00045366085],"category_scores_gemma":[0.01529559,0.00023524147,0.00088156987,0.0006442909,0.0011829698,0.00016254086,0.00032515856,0.0021747912,0.000001928023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035041529,0.0005358346,0.9341251,0.00019855765,0.0031805397,0.00056917313,0.00020959513,0.00037870364,0.000030624375,0.000020213734,0.000029721356,0.05721776],"study_design_scores_gemma":[0.017763143,0.0031977517,0.96854925,0.0001886201,0.0038334946,0.00020017239,0.00078207103,0.003933569,0.000034683482,0.00029047293,0.0010411345,0.00018562598],"about_ca_topic_score_codex":0.00020340829,"about_ca_topic_score_gemma":0.000012446817,"teacher_disagreement_score":0.05703213,"about_ca_system_score_codex":0.00018497423,"about_ca_system_score_gemma":0.00022270874,"threshold_uncertainty_score":0.992999},"labels":[],"label_agreement":null},{"id":"W4224323852","doi":"10.2196/30102","title":"Sleeping in an Inclined Position to Reduce Snoring and Improve Sleep: In-home Product Intervention Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sleep (system call); Medicine; Physical therapy; Sitting; Psychological intervention; Population; Body position; Intervention (counseling); Physical medicine and rehabilitation; Computer science","score_opus":0.049961965938246485,"score_gpt":0.43558589045431173,"score_spread":0.38562392451606525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224323852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935337,0.000067359804,0.000029393215,0.0012073303,0.00014026552,0.004732693,0.000014259253,0.000034236757,0.00024081932],"genre_scores_gemma":[0.9973887,0.0000025641325,0.00012104217,0.000025210109,0.000096247386,0.0022211086,0.00003878318,0.000033836866,0.00007246283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950923,0.0015035564,0.00056567485,0.00062957115,0.0014462924,0.00076264027],"domain_scores_gemma":[0.9986845,0.00015485124,0.000069842616,0.0004389658,0.00040302376,0.00024879206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054347836,0.00016845993,0.00034626722,0.0023447946,0.00035970806,0.00007894895,0.00027192847,0.00004056998,0.000098251134],"category_scores_gemma":[0.000314462,0.00017148531,0.0000455305,0.002353279,0.00010628538,0.0008067097,0.0012908052,0.0016762044,0.000020124551],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008032174,0.009016328,0.36852175,0.00072283763,0.00012429986,0.00042017078,0.11825449,0.00014439126,0.16184686,0.00032697435,0.00004237279,0.33254737],"study_design_scores_gemma":[0.0058832695,0.009302435,0.9225661,0.00011631361,0.0000063687385,0.000035272074,0.048353534,0.00621949,0.0069596977,0.0003167169,0.000035328325,0.0002054399],"about_ca_topic_score_codex":0.0005051919,"about_ca_topic_score_gemma":0.00030299136,"teacher_disagreement_score":0.55404437,"about_ca_system_score_codex":0.0017202914,"about_ca_system_score_gemma":0.000062601626,"threshold_uncertainty_score":0.72823673},"labels":[],"label_agreement":null},{"id":"W4224326559","doi":"10.1503/cmaj.212078","title":"Central sleep apnea in a 38-year-old man","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Breathing; Pulmonology; Sleep (system call); Central sleep apnea; Sleep apnea; Apnea; Excessive daytime sleepiness; Obstructive sleep apnea; Medical history; Anesthesia; Internal medicine; Pediatrics; Sleep disorder; Psychiatry; Polysomnography; Computer science","score_opus":0.008761604871632963,"score_gpt":0.25581971281190846,"score_spread":0.2470581079402755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224326559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89808524,0.00014109623,0.00005605249,0.087346464,0.0013924047,0.00033312535,0.000058666414,0.000023740453,0.012563196],"genre_scores_gemma":[0.9909391,0.000011188177,0.00008516042,0.006767315,0.0010273184,0.00002038225,0.000022086095,0.000024562949,0.0011029111],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99532264,0.000371265,0.00041418077,0.00019976638,0.0027329593,0.00095918076],"domain_scores_gemma":[0.9970068,0.00011249174,0.00012135348,0.00012774303,0.00019520347,0.0024364244],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020435965,0.00011145759,0.00025384914,0.00052414736,0.00034134273,0.00005087521,0.00025618088,0.00017847121,0.032512475],"category_scores_gemma":[0.0019095453,0.000115909665,0.000116982475,0.00063438516,0.00004229568,0.00008541921,0.000059939954,0.0027268277,0.00010429547],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006964165,0.00012369425,0.9217989,0.000011658623,0.00014902143,0.0047874697,0.00079121185,0.00002926885,0.00004485187,0.0006202646,0.031584468,0.03998958],"study_design_scores_gemma":[0.0055135894,0.00027166735,0.64162445,0.000025226364,0.000031658357,0.0018847993,0.0038019926,0.0046766405,0.000022595887,0.0002543019,0.34165516,0.00023789679],"about_ca_topic_score_codex":0.0031293116,"about_ca_topic_score_gemma":0.012655139,"teacher_disagreement_score":0.3100707,"about_ca_system_score_codex":0.0063250707,"about_ca_system_score_gemma":0.0017081469,"threshold_uncertainty_score":0.99957395},"labels":[],"label_agreement":null},{"id":"W4224326729","doi":"10.5664/jcsm.10012","title":"Effect of continuous positive airway pressure treatment on ambulatory blood pressures in high-risk sleep apnea patients: a randomized controlled trial","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Joseph Brant Hospital","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Blood pressure; Sleep apnea; Confidence interval; Randomized controlled trial; Ambulatory blood pressure; Ambulatory; Internal medicine; Apnea; Cardiology; Anesthesia","score_opus":0.01154556820248079,"score_gpt":0.3420340133082116,"score_spread":0.3304884451057308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224326729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98327297,0.0026183967,0.000035441542,0.0010231037,0.0025491787,0.009792422,0.0000599005,0.000017636077,0.0006309377],"genre_scores_gemma":[0.9971505,0.00023555935,0.000059675283,0.00020081173,0.0016962102,0.00039368996,0.000024885707,0.00005745901,0.00018119844],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9788218,0.0117899785,0.0054060305,0.0005391694,0.0029103728,0.0005326233],"domain_scores_gemma":[0.96592784,0.027719183,0.0043366435,0.00056417816,0.00088316045,0.0005690002],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.019025285,0.0005290003,0.009145412,0.00079166924,0.00012709945,0.000010321568,0.00041163154,0.00026902402,0.00083940657],"category_scores_gemma":[0.034626618,0.00029116837,0.0019140214,0.000439493,0.00081369665,0.00010182575,0.00014212193,0.002229012,0.0000035697155],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8876475,0.0077324444,0.050831657,0.00008714995,0.008744944,0.00047824273,0.0003500215,0.0004073044,0.00009916435,0.000041080886,0.0001099573,0.043470494],"study_design_scores_gemma":[0.8146346,0.15485843,0.017037565,0.00022131967,0.011118443,0.0000332656,0.00008579425,0.001031552,0.0005913716,0.000044020548,0.00018331023,0.0001603032],"about_ca_topic_score_codex":0.00023392162,"about_ca_topic_score_gemma":0.0000059871745,"teacher_disagreement_score":0.14712597,"about_ca_system_score_codex":0.00019214838,"about_ca_system_score_gemma":0.00014866421,"threshold_uncertainty_score":0.99995404},"labels":[],"label_agreement":null},{"id":"W4224849966","doi":"10.1186/s40463-022-00566-w","title":"Barriers of artificial intelligence implementation in the diagnosis of obstructive sleep apnea","year":2022,"lang":"en","type":"review","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Obstructive sleep apnea; Polysomnography; Context (archaeology); Sleep apnea; Medicine; Intensive care medicine; Computer science; Apnea; Artificial intelligence; Internal medicine","score_opus":0.07322057052917041,"score_gpt":0.38118736072505477,"score_spread":0.30796679019588435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224849966","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43779698,0.561075,0.000020793263,0.000112732414,0.00036020912,0.00056272163,0.00004084597,0.0000017705822,0.000028949626],"genre_scores_gemma":[0.084331736,0.9151912,0.00012345714,0.000044787525,0.00016484947,0.00008328088,0.000029441302,0.000030288942,9.781523e-7],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9954326,0.0012187905,0.0021261966,0.00025178108,0.0006402567,0.00033038273],"domain_scores_gemma":[0.9935304,0.0041452753,0.0016977693,0.00026822017,0.00021270149,0.00014565034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002585375,0.0002716388,0.0025190774,0.001235922,0.00007797964,0.000009450912,0.0002718987,0.00022126532,0.0008019791],"category_scores_gemma":[0.0012946925,0.00018730121,0.00072369544,0.00089440274,0.0004021142,0.00013614047,0.00011358487,0.0012188846,0.0000011568366],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028143552,0.0001655745,0.1318624,0.004910444,0.00056220166,0.00056896056,0.0006442446,6.844476e-7,0.000007336828,0.00019314447,0.00004024281,0.8607633],"study_design_scores_gemma":[0.002451398,0.0075608054,0.569023,0.016626934,0.00841764,0.021674298,0.016445821,0.00009881564,0.001222339,0.0030790719,0.3517673,0.0016325935],"about_ca_topic_score_codex":0.000056056775,"about_ca_topic_score_gemma":0.000020332647,"teacher_disagreement_score":0.85913074,"about_ca_system_score_codex":0.00015368909,"about_ca_system_score_gemma":0.0004686327,"threshold_uncertainty_score":0.8781109},"labels":[],"label_agreement":null},{"id":"W4225009280","doi":"10.1007/s11325-022-02624-z","title":"The effects of mandibular advancement appliance therapy on the sequence of jaw-closing muscle activity and respiratory events in individuals with obstructive sleep apnea","year":2022,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"China Scholarship Council","keywords":"Medicine; Obstructive sleep apnea; Apnea; Ambulatory; Neurology; Sleep apnea; Internal medicine; Anesthesia; Cardiology","score_opus":0.01911962526894001,"score_gpt":0.28328590523066044,"score_spread":0.26416627996172043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225009280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967144,0.001394298,0.00015260318,0.00033470214,0.00005918035,0.0012161231,0.00001582192,0.000008721814,0.000104127816],"genre_scores_gemma":[0.9994093,0.000098766846,0.00015661772,0.00011289226,0.000017457205,0.00017671825,0.0000017961639,0.000019579898,0.000006880691],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981673,0.00035093402,0.00020837021,0.0003293811,0.0006634176,0.00028059218],"domain_scores_gemma":[0.99857384,0.0007814344,0.00019620075,0.00033159173,0.000059272752,0.000057648907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008800658,0.00016841022,0.00028683353,0.00010382324,0.00039857,0.000012342696,0.00015870587,0.000036677513,0.000007435965],"category_scores_gemma":[0.000104781124,0.00009970968,0.00003593007,0.00031772233,0.00032259617,0.00011039622,0.00018566672,0.00046542945,1.9974996e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013654288,0.0003766358,0.23185326,0.0003510676,0.00039758984,0.00005794193,0.006164268,0.00008964965,0.20241977,0.001225037,0.000001223649,0.55569816],"study_design_scores_gemma":[0.0065813344,0.002929517,0.8472601,0.00039649644,0.000091721886,0.000049495986,0.0032606518,0.0011097857,0.13642947,0.0011089119,0.0005028609,0.00027964855],"about_ca_topic_score_codex":0.00009184115,"about_ca_topic_score_gemma":0.000008241599,"teacher_disagreement_score":0.6154069,"about_ca_system_score_codex":0.00012853275,"about_ca_system_score_gemma":0.00002373372,"threshold_uncertainty_score":0.4066043},"labels":[],"label_agreement":null},{"id":"W4225266552","doi":"10.1177/11206721221099247","title":"Impact of obstructive sleep apnea on the expression of inflammatory mediators in diabetic macular edema","year":2022,"lang":"en","type":"article","venue":"European Journal of Ophthalmology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"William Osler Health System; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Internal medicine; Polysomnography; Vascular endothelial growth factor; Apnea–hypopnea index; Proinflammatory cytokine; Gastroenterology; Monocyte; Endocrinology; Inflammation; Apnea","score_opus":0.02230425434625719,"score_gpt":0.30137307596099155,"score_spread":0.27906882161473434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225266552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955923,0.00027372435,0.00000920307,0.00015687234,0.00027206432,0.00025153114,0.000013996356,0.0000027559747,0.0034275728],"genre_scores_gemma":[0.99967074,0.0000036724123,0.00014223394,0.000012104785,0.00010565083,0.0000040061223,0.0000023068292,0.00004254794,0.000016744858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99525404,0.0026489387,0.0008593667,0.00018083792,0.00075691735,0.00029988616],"domain_scores_gemma":[0.99786156,0.00052975107,0.00082318,0.00037796627,0.00026127326,0.00014625734],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020997918,0.00017247039,0.0005600288,0.00058456836,0.00006365012,0.0000035870387,0.0004922162,0.000034125,0.0015677356],"category_scores_gemma":[0.00089870486,0.00011184679,0.00031999333,0.0004385239,0.00035001172,0.00006129469,0.00030766803,0.0009779703,0.000007959802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035208224,0.0007278049,0.7207823,0.00008938448,0.00046740661,0.01741976,0.0031810876,0.0018579753,0.24937521,0.00013594957,0.00008534708,0.002357005],"study_design_scores_gemma":[0.0026756215,0.0053319708,0.9619582,0.00007381368,0.00005088273,0.008123088,0.0014391637,0.00008202846,0.019995607,0.00014955954,0.000019786146,0.000100263096],"about_ca_topic_score_codex":0.000003856622,"about_ca_topic_score_gemma":2.4426665e-8,"teacher_disagreement_score":0.24117596,"about_ca_system_score_codex":0.00022058665,"about_ca_system_score_gemma":0.00009730609,"threshold_uncertainty_score":0.99934494},"labels":[],"label_agreement":null},{"id":"W4225275820","doi":"10.5664/jcsm.10028","title":"Adherence Index: sleep depth and nocturnal hypoventilation predict long-term adherence with positive airway pressure therapy in severe obstructive sleep apnea","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; Misericordia Community Hospital; University of Calgary; Foothills Medical Centre; University of Manitoba; Research Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sleep medicine; Obstructive sleep apnea; Gerontology; Sleep disorder; Library science; Psychiatry; Internal medicine; Insomnia","score_opus":0.040626020092013784,"score_gpt":0.3619054552865444,"score_spread":0.3212794351945306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225275820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889839,0.0035060314,0.002370319,0.0017177613,0.001021022,0.0013509683,0.000030887622,0.00002672838,0.000992336],"genre_scores_gemma":[0.9969876,0.0003682891,0.00057476846,0.00055894494,0.0012571928,0.00004563078,0.00002721261,0.000067151166,0.00011322751],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9922248,0.0010381696,0.0024932197,0.0007516367,0.0028064544,0.0006857095],"domain_scores_gemma":[0.9941819,0.0016292185,0.0018986276,0.0004941828,0.00094138464,0.0008547161],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030076827,0.0005045577,0.0017952998,0.00062157033,0.00024486575,0.00003830446,0.0005764304,0.0002870328,0.0012337468],"category_scores_gemma":[0.0016015491,0.00034672534,0.0002861481,0.0009973659,0.0010214039,0.00054418214,0.0002804,0.004047342,0.0000034243787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015496239,0.00067128486,0.7243113,0.00007715542,0.0008856699,0.0011261064,0.00076380465,0.0003993025,0.00048497602,0.000027278205,0.000039386316,0.2557175],"study_design_scores_gemma":[0.024867138,0.02455753,0.9408311,0.00041965678,0.0004933344,0.0030020284,0.0009212929,0.0039855354,0.00026563852,0.00022761255,0.00011406061,0.00031506142],"about_ca_topic_score_codex":0.000074996926,"about_ca_topic_score_gemma":0.00006838115,"teacher_disagreement_score":0.25540242,"about_ca_system_score_codex":0.00020879372,"about_ca_system_score_gemma":0.00024760523,"threshold_uncertainty_score":0.9998985},"labels":[],"label_agreement":null},{"id":"W4225317069","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a3338","title":"Risk of Obstructive Sleep Apnea in Neurological Diseases in Older Adults: A Canadian Longitudinal Study of Aging","year":2022,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Montreal Neurological Institute and Hospital; Mount Sinai Hospital; McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Sleep (system call); Longitudinal study; Apnea; Pediatrics; Physical medicine and rehabilitation; Audiology; Internal medicine; Computer science; Pathology","score_opus":0.018954178784913102,"score_gpt":0.2921997818844671,"score_spread":0.273245603099554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225317069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980015,0.000121135665,0.0000069311186,0.00015868238,0.00006295735,0.0011827681,0.00009216825,0.000011583921,0.00036227205],"genre_scores_gemma":[0.9997016,0.0000022782626,0.000079835714,0.000035173114,0.00001696678,0.00012605941,0.000010771297,0.00001641625,0.000010862359],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976598,0.0004373473,0.00044198407,0.0004390061,0.0006050757,0.00041678362],"domain_scores_gemma":[0.99898237,0.0002376808,0.00010534596,0.0003254395,0.00011891983,0.00023025305],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002915545,0.00014413198,0.0004499786,0.0008846982,0.00006302985,0.0000041130265,0.00020803852,0.000036201414,0.0010502975],"category_scores_gemma":[0.00044473552,0.00012810982,0.00006922227,0.0010828442,0.00012835013,0.00006355854,0.0002486078,0.00061681843,0.0000014507838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006888743,0.0016963772,0.9873969,0.000043857315,0.0000737124,0.00066144345,0.0022644608,0.0002508441,0.00001533011,0.00006793757,0.0000037622763,0.0068364847],"study_design_scores_gemma":[0.0048898696,0.0013200934,0.97248936,0.000012313095,0.00005443233,0.000018353232,0.017655967,0.0033616633,0.00003453598,0.00006806379,0.0000025433462,0.000092785296],"about_ca_topic_score_codex":0.21063797,"about_ca_topic_score_gemma":0.19243143,"teacher_disagreement_score":0.018206527,"about_ca_system_score_codex":0.00021643074,"about_ca_system_score_gemma":0.000094696436,"threshold_uncertainty_score":0.99986285},"labels":[],"label_agreement":null},{"id":"W4225372497","doi":"10.1096/fasebj.2022.36.s1.r4556","title":"Metabolic effect of orchidectomy on C57BL6/J mice exposed to intermittent hypoxia","year":2022,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Intermittent hypoxia; Endocrinology; Internal medicine; Insulin resistance; Medicine; Adipose tissue; Diabetes mellitus; Oxidative stress; Type 2 diabetes; Obstructive sleep apnea; Hypoxia (environmental); Testosterone (patch); Sleep apnea; Insulin; Chemistry","score_opus":0.020741690374241596,"score_gpt":0.2992129499201312,"score_spread":0.2784712595458896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225372497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995632,0.0002626423,0.00008961737,0.0016676576,0.00038423578,0.00060745224,0.000015796759,0.00001594052,0.0013246533],"genre_scores_gemma":[0.9986171,0.000008392962,0.00012989937,0.0004887265,0.00029629236,0.00004118829,0.0000023390062,0.00003137604,0.00038469752],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99724144,0.00084983784,0.0003186239,0.00018227825,0.0010442076,0.00036363202],"domain_scores_gemma":[0.99870306,0.00044935916,0.00014091811,0.00033211213,0.0001030248,0.00027150425],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00170352,0.00016063984,0.0003947688,0.0003540846,0.0002984509,0.000024097544,0.00045480378,0.000021565122,0.0010853908],"category_scores_gemma":[0.00043790898,0.00009571158,0.00024296927,0.00044829503,0.000083683066,0.00003948288,0.0002889054,0.0010835626,0.00008117186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031872403,0.00014243198,0.0033070343,0.000023028657,0.0003127467,0.00020078997,0.0007000556,0.000114419134,0.9436001,0.000107352644,0.00068444177,0.047620367],"study_design_scores_gemma":[0.0041978783,0.005179006,0.039643105,0.000049111786,0.00022559222,0.0017695413,0.00063793553,0.00021253795,0.9456156,0.000060002814,0.0022831366,0.00012658742],"about_ca_topic_score_codex":0.000013356911,"about_ca_topic_score_gemma":0.0000011036369,"teacher_disagreement_score":0.047493782,"about_ca_system_score_codex":0.0001858946,"about_ca_system_score_gemma":0.000060726034,"threshold_uncertainty_score":0.99982774},"labels":[],"label_agreement":null},{"id":"W4225397017","doi":"10.1096/fasebj.2022.36.s1.r4279","title":"Role of Oral Microbiota Biofilms in Recurrent Tonsillitis and Sleep‐Disordered Breathing in Children","year":2022,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sleep disordered breathing; Medicine; Breathing; Tonsillitis; Biofilm; Mouth breathing; Obstructive sleep apnea; Internal medicine; Biology; Anesthesia; Bacteria; Genetics","score_opus":0.010849264782945338,"score_gpt":0.262765421187922,"score_spread":0.25191615640497667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225397017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99511904,0.0034557893,0.0000032654582,0.00086476706,0.000059610757,0.0003113083,0.000040232233,0.000004485295,0.00014152867],"genre_scores_gemma":[0.99951035,0.00011624139,0.00025245926,0.00004327743,0.000030680345,0.0000074005616,0.000010117792,0.000014121624,0.00001534062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863714,0.00030104796,0.00030875366,0.00014739757,0.00031590712,0.00028972604],"domain_scores_gemma":[0.9995625,0.00005097831,0.0000993185,0.0001647862,0.00003988626,0.00008255277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088670413,0.00009899651,0.00023573068,0.00032639544,0.00013872686,0.000019666042,0.00017623957,0.000030008772,0.00033578963],"category_scores_gemma":[0.00007250315,0.00007489363,0.00005660814,0.00038474062,0.00011598625,0.000059190734,0.00022405223,0.0009794272,0.0000018750954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003428331,0.0002298094,0.55222964,0.000011054511,0.0000838636,0.000056385295,0.0019281331,0.00004791562,0.37761405,0.000059244016,0.000022226615,0.06737484],"study_design_scores_gemma":[0.004409195,0.00049628696,0.9570994,0.00006608938,0.000043624612,0.0047471626,0.0036367073,0.0009948282,0.027876843,0.0004281567,0.00007705911,0.00012465713],"about_ca_topic_score_codex":0.00040212774,"about_ca_topic_score_gemma":0.000051854466,"teacher_disagreement_score":0.40486977,"about_ca_system_score_codex":0.00017706,"about_ca_system_score_gemma":0.000052303094,"threshold_uncertainty_score":0.42551786},"labels":[],"label_agreement":null},{"id":"W4225404993","doi":"10.1096/fasebj.2022.36.s1.r5125","title":"MMA: The Fight Against Sleep Apnea","year":2022,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Airway; Obstructive sleep apnea; Anesthesia; Ventilation (architecture); Sleep apnea; Positive airway pressure; Orthodontics; Surgery","score_opus":0.0218559119158096,"score_gpt":0.2788223043698113,"score_spread":0.2569663924540017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225404993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.939452,0.0010790471,0.00038232017,0.036273874,0.0010030967,0.0006238805,0.000027182703,0.000039929277,0.021118676],"genre_scores_gemma":[0.9939961,0.00002323799,0.00006559954,0.0032999602,0.00079389295,0.000045388384,0.000006933431,0.000027997157,0.0017408836],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768364,0.00045730275,0.00023677584,0.00014041874,0.0010650452,0.0004168346],"domain_scores_gemma":[0.99892044,0.00021820674,0.00011438357,0.00045676276,0.00011994053,0.00017028925],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014460864,0.00012232875,0.00016477748,0.00010366684,0.0016233097,0.00007160194,0.00058889296,0.000024226969,0.0033713926],"category_scores_gemma":[0.00016925517,0.000060004695,0.00018107185,0.00038003462,0.00017781545,0.00006391012,0.0003343591,0.0018754546,0.00015000974],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002460374,0.00096740725,0.03590535,0.000058579782,0.0020925961,0.004064129,0.007873954,0.0023332275,0.39362416,0.003281654,0.08462458,0.462714],"study_design_scores_gemma":[0.016079905,0.003004663,0.06303917,0.00006546158,0.00097477174,0.03802352,0.03516689,0.04309774,0.10775921,0.004547752,0.6871707,0.0010702171],"about_ca_topic_score_codex":0.000005599307,"about_ca_topic_score_gemma":0.000001452922,"teacher_disagreement_score":0.6025461,"about_ca_system_score_codex":0.0002473087,"about_ca_system_score_gemma":0.000076550125,"threshold_uncertainty_score":0.99967647},"labels":[],"label_agreement":null},{"id":"W4225415812","doi":"10.1096/fasebj.2022.36.s1.r3722","title":"Sex‐specific Consequences of Psychosocial Stress on Cardiorespiratory Control: a Comparison with Intermittent Hypoxia","year":2022,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Cardiorespiratory fitness; Intermittent hypoxia; Medicine; Hypoxia (environmental); Psychosocial; Internal medicine; Sleep apnea; Apnea; Physiology; Cardiology; Endocrinology; Obstructive sleep apnea; Psychiatry","score_opus":0.03611565230404093,"score_gpt":0.30741882577990914,"score_spread":0.2713031734758682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225415812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949773,0.00059375894,0.0002457358,0.0015002959,0.00033547578,0.00039446892,0.00008266402,0.000014316614,0.0018560117],"genre_scores_gemma":[0.99921244,0.000012386114,0.00005055205,0.00025365295,0.00034987504,0.00002487085,0.0000029174316,0.000021814181,0.00007146731],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99725187,0.0006483791,0.00036193314,0.00018023374,0.0012550873,0.00030250984],"domain_scores_gemma":[0.99888307,0.00020399576,0.00027517823,0.00029750488,0.00018522127,0.00015503654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089266826,0.00014582013,0.0004408472,0.00016477029,0.00043581685,0.000034221022,0.00033967043,0.000028716966,0.00047500676],"category_scores_gemma":[0.00003681857,0.00008807458,0.00016224495,0.00021660764,0.00064175064,0.00003763837,0.00006170849,0.0012049655,0.000008429584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01695969,0.0013262837,0.4611679,0.000066433066,0.0023510337,0.0013247783,0.0058040177,0.00209247,0.44142827,0.0012147035,0.00461782,0.0616466],"study_design_scores_gemma":[0.045349147,0.0267111,0.4313746,0.0005310573,0.0010434395,0.007938227,0.06789126,0.0011624746,0.39949313,0.0010437358,0.016419876,0.0010419381],"about_ca_topic_score_codex":0.000014744068,"about_ca_topic_score_gemma":0.0000036343265,"teacher_disagreement_score":0.06208724,"about_ca_system_score_codex":0.00025524915,"about_ca_system_score_gemma":0.00015288191,"threshold_uncertainty_score":0.52350426},"labels":[],"label_agreement":null},{"id":"W4225684874","doi":"","title":"To Wear or Not Wear the Mask: Decline in Positive Airway Pressure Usage in Children with Sleep Disordered Breathing During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Positive airway pressure; Coronavirus disease 2019 (COVID-19); Pandemic; Pediatrics; Sleep disordered breathing; Demographics; Continuous positive airway pressure; Longitudinal study; Demography; Internal medicine; Obstructive sleep apnea","score_opus":0.01824265024251915,"score_gpt":0.2913384681727603,"score_spread":0.2730958179302412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225684874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9638279,0.00171061,0.018291036,0.012357821,0.00012359374,0.003186075,0.00023932167,0.00007196098,0.0001916684],"genre_scores_gemma":[0.9946053,0.000011103582,0.00007430817,0.0044552824,0.00019442702,0.0005414437,0.00003668548,0.0000530556,0.000028361686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995503,0.0007195817,0.000494168,0.0007437718,0.0018063014,0.0007331489],"domain_scores_gemma":[0.9977148,0.0009856845,0.00009483746,0.0005701855,0.000039552415,0.00059494737],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002087117,0.00031958887,0.0005442378,0.00019746493,0.000494117,0.00006174859,0.0006862777,0.00014972211,0.0011473093],"category_scores_gemma":[0.001507841,0.0001697709,0.000081354796,0.00071021187,0.00049780175,0.00012475945,0.0011108688,0.0020450172,0.000005324271],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0095465565,0.0005620231,0.8751812,0.00019808639,0.0003948025,0.0006155276,0.0138151795,0.00074015826,0.0010963032,0.00014250648,0.000007876028,0.09769978],"study_design_scores_gemma":[0.01832999,0.001254222,0.85739547,0.000023636378,0.00022369492,0.0015428496,0.003924585,0.115343876,0.00023269941,0.00011447506,0.0010640188,0.0005504939],"about_ca_topic_score_codex":0.0034383626,"about_ca_topic_score_gemma":0.0019423072,"teacher_disagreement_score":0.11460372,"about_ca_system_score_codex":0.00020145922,"about_ca_system_score_gemma":0.000013027073,"threshold_uncertainty_score":0.99976575},"labels":[],"label_agreement":null},{"id":"W4226084507","doi":"","title":"Detection of Common Arrhythmias by the Watch-PAT: Expression of Electrical Arrhythmias by Pulse Recording","year":2022,"lang":"en","type":"article","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Cardiology; Atrial fibrillation; Internal medicine; Heart failure; Pulse (music); Sleep apnea; Ambulatory ECG; Pulse oximetry; Electrocardiography; Heart rate; Holter monitor; Apnea; Ambulatory; Anesthesia; Blood pressure","score_opus":0.013206228966549681,"score_gpt":0.26758290298595605,"score_spread":0.2543766740194064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226084507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87023705,0.0104649225,0.11387081,0.0019242397,0.0007472489,0.0014467301,0.00025081076,0.00007941743,0.0009787699],"genre_scores_gemma":[0.9991748,0.00002032326,0.00005041116,0.00019502218,0.0002455311,0.00018297465,0.000072267794,0.000042794007,0.000015903159],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.995768,0.00047090955,0.00072719035,0.00051322085,0.0020048954,0.00051579496],"domain_scores_gemma":[0.99778634,0.00092424394,0.00025965588,0.00051349006,0.00012143875,0.0003948448],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013228164,0.00025654287,0.0006882874,0.00010215476,0.0003009836,0.000016349408,0.00031761726,0.00021521666,0.0009190852],"category_scores_gemma":[0.001260858,0.00018020537,0.00017984197,0.0004617759,0.0004999791,0.0001095442,0.00042134398,0.0014348667,0.0000023962937],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015662245,0.000419685,0.0042890757,0.0001800335,0.00009788722,0.00006561714,0.00043658502,0.0000025566674,0.26267132,0.00007967247,0.00031791866,0.7298734],"study_design_scores_gemma":[0.01014232,0.0038593665,0.004364703,0.00003092495,0.00033392277,0.000862543,0.0010673595,0.22085519,0.7454182,0.0005591222,0.011856875,0.00064948964],"about_ca_topic_score_codex":0.0006575014,"about_ca_topic_score_gemma":0.000012580907,"teacher_disagreement_score":0.72922397,"about_ca_system_score_codex":0.0001124364,"about_ca_system_score_gemma":0.0000035320554,"threshold_uncertainty_score":0.9999942},"labels":[],"label_agreement":null},{"id":"W4226093507","doi":"","title":"Positive Airway Pressure Usage in Youth with Obstructive Sleep Apnea Following Transition to Adult Health Care","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of British Columbia Hospital; University of Ottawa; Hospital for Sick Children; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Interquartile range; Positive airway pressure; Obstructive sleep apnea; Pediatrics; Univariate analysis; Continuous positive airway pressure; Confounding; Sleep apnea; Internal medicine; Multivariate analysis","score_opus":0.08616790242104247,"score_gpt":0.47989234575540585,"score_spread":0.3937244433343634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226093507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98381764,0.0070627276,0.0009528375,0.0011527714,0.0003927303,0.0031522235,0.000802862,0.000046475325,0.0026197245],"genre_scores_gemma":[0.9975914,0.000105273895,0.0006374179,0.0009775256,0.00012211196,0.00022924354,0.0001627686,0.000110985726,0.00006328646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99435705,0.0009611825,0.0008861997,0.0008848877,0.0020885337,0.0008221688],"domain_scores_gemma":[0.99737036,0.00021534691,0.0005062079,0.00058102235,0.00068070897,0.0006463365],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011304222,0.00044759666,0.0012480207,0.0016678972,0.0006098768,0.0003490615,0.0014186327,0.00009427374,0.0026322322],"category_scores_gemma":[0.00021559864,0.00041589982,0.00027469182,0.002569056,0.00012644794,0.0014466173,0.00082006253,0.0013686847,0.0000057079205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015420655,0.0016858763,0.69495255,0.00091777486,0.0029650473,0.0017128985,0.117788516,0.009131836,0.048579514,0.00012573751,0.0011893061,0.10553029],"study_design_scores_gemma":[0.0066235615,0.0006959002,0.9224179,0.0010219199,0.00050843204,0.00012356401,0.045829237,0.00042035934,0.020915505,0.00020711552,0.00035083466,0.00088569755],"about_ca_topic_score_codex":0.003793083,"about_ca_topic_score_gemma":0.00033419998,"teacher_disagreement_score":0.22746533,"about_ca_system_score_codex":0.001044079,"about_ca_system_score_gemma":0.00033431355,"threshold_uncertainty_score":0.9998293},"labels":[],"label_agreement":null},{"id":"W4226110088","doi":"10.1007/s11325-022-02606-1","title":"Potential Use of SGLT-2 Inhibitors in Obstructive Sleep Apnea: A new treatment on the horizon","year":2022,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Intensive care medicine; Dapagliflozin; Type 2 Diabetes Mellitus; Diabetes mellitus; Population; Canagliflozin; Neurology; Sleep apnea; Type 2 diabetes; Quality of life (healthcare); Internal medicine; Endocrinology; Psychiatry","score_opus":0.0598049554627661,"score_gpt":0.3184318116664982,"score_spread":0.2586268562037321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226110088","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012339162,0.98212683,0.000040507657,0.00026014567,0.00071701466,0.0034690038,0.00012155316,0.000053527903,0.0008722277],"genre_scores_gemma":[0.007966209,0.99012583,0.00036180747,0.000034379216,0.00062966865,0.0002688846,0.00015578556,0.00014769263,0.00030975344],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99650335,0.00050883257,0.0007984557,0.00081184984,0.00082277885,0.00055470725],"domain_scores_gemma":[0.99774945,0.00087343075,0.00038600565,0.0006929181,0.000055994926,0.00024220055],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003838686,0.0006452492,0.0018572721,0.00068068213,0.00021317677,0.00007883444,0.00023662372,0.00030320077,0.00027077686],"category_scores_gemma":[0.00030248004,0.00040050392,0.00063445984,0.00077124836,0.00020019403,0.00015445906,0.00032484223,0.0011953672,0.000012498763],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001510514,0.00023874502,0.000114811606,0.0013756754,0.00074498774,0.00042845804,0.00062855624,0.0000047748053,0.000011954778,0.0003374164,0.00002350824,0.9959401],"study_design_scores_gemma":[0.004341482,0.004547578,0.00044559682,0.006908144,0.0045804023,0.0013083237,0.0015934774,0.0004647769,0.00015373644,0.00022301986,0.9743959,0.0010376001],"about_ca_topic_score_codex":0.00097303453,"about_ca_topic_score_gemma":0.000022364435,"teacher_disagreement_score":0.99490243,"about_ca_system_score_codex":0.0009550092,"about_ca_system_score_gemma":0.00018136107,"threshold_uncertainty_score":0.9998447},"labels":[],"label_agreement":null},{"id":"W4226239583","doi":"10.1111/jsr.13589","title":"Sleep apnea and the risk of dementia: A systematic review and meta‐analysis","year":2022,"lang":"en","type":"review","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Montreal Neurological Institute and Hospital; Montreal Heart Institute; McGill University; Douglas Mental Health University Institute; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Dementia; Medicine; Vascular dementia; Lewy body; Sleep apnea; Dementia with Lewy bodies; Frontotemporal dementia; Disease; Internal medicine; Risk factor; Psychiatry","score_opus":0.13102138711358127,"score_gpt":0.4299790378126687,"score_spread":0.2989576506990874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226239583","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006510911,0.9939722,0.00008869995,0.00070890976,0.000036816557,0.004800424,0.000072575676,0.000004475294,0.0003094048],"genre_scores_gemma":[0.00026217342,0.9987514,0.00024458722,0.00004513139,0.00007683933,0.00040533402,0.000009115088,0.00006489644,0.0001404984],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9810423,0.0108294105,0.002908984,0.00048674506,0.004116203,0.00061631994],"domain_scores_gemma":[0.98538667,0.008732069,0.002684471,0.001177878,0.0015731102,0.0004457862],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.036495663,0.00047791,0.012685435,0.0025649024,0.00036454856,0.000099359786,0.00096514425,0.00019773746,0.0014937138],"category_scores_gemma":[0.008526024,0.00022758612,0.0040503102,0.004115415,0.0011414438,0.00014068214,0.0010359003,0.004312549,0.000008937148],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007340266,0.00009049131,0.000014780802,0.5719282,0.40923837,0.000114159244,0.00008160306,4.4495422e-7,1.183574e-7,0.000098726436,0.000043464137,0.018316211],"study_design_scores_gemma":[0.0011004641,0.00042776615,0.00000688383,0.012748049,0.9666988,0.0011008835,0.00031159146,0.00010032341,4.981495e-7,0.00007220365,0.017271932,0.00016055227],"about_ca_topic_score_codex":0.00005986444,"about_ca_topic_score_gemma":0.00000673653,"teacher_disagreement_score":0.55918014,"about_ca_system_score_codex":0.00023072453,"about_ca_system_score_gemma":0.00021627893,"threshold_uncertainty_score":0.9998256},"labels":[],"label_agreement":null},{"id":"W4228999780","doi":"10.1177/14799731211052301","title":"The effect of continuous positive airway pressure and mandibular advancement device on sleep bruxism intensity in obstructive sleep apnea patients","year":2022,"lang":"en","type":"article","venue":"Chronic Respiratory Disease","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu","keywords":"Medicine; Continuous positive airway pressure; Polysomnography; Obstructive sleep apnea; Oral appliance; Apnea; Anesthesia; Apnea–hypopnea index; Sleep apnea; Hypopnea; Airway; Positive airway pressure","score_opus":0.006609104281754954,"score_gpt":0.2624189420227041,"score_spread":0.2558098377409492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4228999780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98834527,0.008142739,0.000021328315,0.0002006681,0.00026345538,0.0025920547,0.0002018561,0.000024497838,0.00020812597],"genre_scores_gemma":[0.99910647,0.000015135032,0.000007570452,0.00025205797,0.000072294315,0.00040676873,0.00004663604,0.00004142387,0.000051653886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99687845,0.00063093257,0.0004219297,0.0006234546,0.0009315894,0.00051366584],"domain_scores_gemma":[0.9981509,0.00039316955,0.00021421135,0.00065060373,0.00024453521,0.00034659886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053152704,0.00030317166,0.00051457155,0.00018642229,0.00039245732,0.000021444092,0.0002525512,0.00005520754,0.00009336598],"category_scores_gemma":[0.0004425014,0.00023078191,0.0001303255,0.00031956326,0.00044453584,0.00010857832,0.00047899477,0.0006345383,0.000008128977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028168961,0.00091022963,0.7468131,0.0010672052,0.0009104387,0.0005082794,0.0007027853,0.0019664525,0.0017091838,0.00035626523,0.00021364992,0.21667345],"study_design_scores_gemma":[0.014977454,0.009252789,0.9495889,0.000137926,0.0005098089,0.000005065056,0.00035124514,0.003155421,0.0071147433,0.00004747523,0.0144971805,0.00036200034],"about_ca_topic_score_codex":0.000024535835,"about_ca_topic_score_gemma":0.000009077444,"teacher_disagreement_score":0.21631144,"about_ca_system_score_codex":0.00079609524,"about_ca_system_score_gemma":0.000105983025,"threshold_uncertainty_score":0.9411013},"labels":[],"label_agreement":null},{"id":"W4229031729","doi":"10.2147/nss.s359021","title":"Association of Obstructive Apnea with Thoracic Fluid Shift and Small Airways Narrowing in Asthma During Sleep","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Public Health Ontario; Toronto Western Hospital; University Health Network; University of Toronto; Toronto General Hospital; Toronto Rehabilitation Institute","funders":"Lung Health Foundation; Reseau canadien de recherche respiratoire; University of Toronto; Canadian Allergy, Asthma and Immunology Foundation","keywords":"Medicine; Obstructive sleep apnea; Asthma; Bioelectrical impedance analysis; Polysomnography; Anesthesia; Cardiology; Thorax (insect anatomy); Internal medicine; Apnea; Apnea–hypopnea index; Sleep apnea; Body mass index; Anatomy","score_opus":0.00761733880591968,"score_gpt":0.2644728703617933,"score_spread":0.2568555315558736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229031729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99757564,0.0007147064,0.000018728875,0.000506773,0.00007835531,0.0002931053,0.000009759193,0.000010290494,0.0007926448],"genre_scores_gemma":[0.9988717,0.0000086197515,0.0010154267,0.000024760142,0.000024601477,0.000012436343,0.000002143017,0.000010155732,0.000030155355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795854,0.00007096227,0.00022028715,0.0003944782,0.0010269817,0.0003287592],"domain_scores_gemma":[0.99923825,0.000105836756,0.00015344816,0.0001737708,0.00022185975,0.00010684835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011414422,0.000116851406,0.00028932694,0.0005178358,0.00024358071,0.000019303927,0.00016900206,0.000099048426,0.000024564713],"category_scores_gemma":[0.00032642813,0.000099662626,0.000029767198,0.0013325207,0.00035075017,0.0002666534,0.00023292756,0.000763716,2.1229178e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086495705,0.00013554966,0.6435651,0.0002507041,0.00007059283,0.00006059903,0.0053716213,0.00017530432,0.324173,0.00076362275,0.0000015031518,0.024567423],"study_design_scores_gemma":[0.0014034058,0.00052837195,0.8963415,0.00005118641,0.00003123439,0.000056287096,0.0034325966,0.0023405186,0.095434114,0.00023386194,0.000017323791,0.00012958611],"about_ca_topic_score_codex":0.000034697154,"about_ca_topic_score_gemma":0.000033696648,"teacher_disagreement_score":0.2527764,"about_ca_system_score_codex":0.00024568074,"about_ca_system_score_gemma":0.000068711,"threshold_uncertainty_score":0.4064124},"labels":[],"label_agreement":null},{"id":"W4229036179","doi":"10.1016/j.smrv.2022.101644","title":"Comparison of the phenotypic characteristics between responders and non-responders to obstructive sleep apnea treatment using mandibular advancement devices in adult patients: Systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Obstructive sleep apnea; Subgroup analysis; Airway; Hyoid bone; Systematic review; Body mass index; Internal medicine; MEDLINE; Surgery","score_opus":0.14857486631041172,"score_gpt":0.42727240937192085,"score_spread":0.2786975430615091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229036179","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042059028,0.97686416,0.0001923122,0.00040015625,0.0001094327,0.02170543,0.00026530997,0.000011884918,0.000030728363],"genre_scores_gemma":[0.00085619104,0.9955654,0.00047474913,0.00040644946,0.00006229793,0.0020796924,0.00039955307,0.00010074232,0.000054901342],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.988261,0.003450507,0.004816213,0.0013145726,0.0014968329,0.00066087395],"domain_scores_gemma":[0.9927429,0.0011796514,0.0034159138,0.0018532816,0.0003558917,0.00045235394],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00270707,0.0012699233,0.022756243,0.0014179484,0.00021122051,0.00002323491,0.00060504646,0.0002093932,0.00034653425],"category_scores_gemma":[0.0027114311,0.0006729094,0.001843137,0.003754871,0.00037911488,0.000114402676,0.0005141391,0.0008046032,0.000007759208],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057552203,0.00023141017,0.0033770758,0.78351194,0.06891283,0.000012171128,0.00094961346,0.0000013108554,6.250133e-7,0.000013265187,0.000011657482,0.14292055],"study_design_scores_gemma":[0.0011293606,0.00085863884,0.0009948373,0.060523856,0.875538,0.000013434091,0.0005331675,0.000055757384,0.0000010024138,0.0000026548487,0.05981074,0.0005385356],"about_ca_topic_score_codex":0.000112610716,"about_ca_topic_score_gemma":0.00005792046,"teacher_disagreement_score":0.8066252,"about_ca_system_score_codex":0.0013827241,"about_ca_system_score_gemma":0.00009799641,"threshold_uncertainty_score":0.9995722},"labels":[],"label_agreement":null},{"id":"W4229039546","doi":"10.1016/j.apmr.2021.08.015","title":"Is Sleep Disordered Breathing Confounding Rehabilitation Outcomes in Spinal Cord Injury Research?","year":2021,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Collaboration On Repair Discoveries","funders":"Office of Research and Development; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Rehabilitation; Confounding; Medicine; Spinal cord injury; Physical therapy; Physical medicine and rehabilitation; Psychological intervention; Breathing; Affect (linguistics); Psychology; Spinal cord; Psychiatry","score_opus":0.03552313743209963,"score_gpt":0.4188309326888639,"score_spread":0.3833077952567643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229039546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97142136,0.00024699947,0.00019514706,0.025527516,0.00006882359,0.00063671346,0.000007848273,0.00001858785,0.0018770297],"genre_scores_gemma":[0.993035,0.000027192329,0.0065555447,0.000088630666,0.00012896245,0.000050442068,0.000020122785,0.000021078702,0.00007299446],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99724907,0.00055861665,0.00051457767,0.00051226834,0.00081377546,0.00035172034],"domain_scores_gemma":[0.98825747,0.010762941,0.00009162912,0.0003695252,0.00034581553,0.00017259813],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00077782344,0.00016991308,0.0006265516,0.00073532545,0.000106443294,0.000011093938,0.00008730862,0.00005846716,0.000032298518],"category_scores_gemma":[0.013060507,0.00013337369,0.0001522949,0.00071223354,0.0018245396,0.00017736148,0.00012239056,0.00054090226,0.000004089767],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034072706,0.0012796659,0.26844722,0.002184288,0.00012864333,0.000025966247,0.04155031,0.0000029187793,0.19314945,0.029577062,0.00005695482,0.46019027],"study_design_scores_gemma":[0.0032901515,0.018268812,0.871311,0.0015893802,0.000056016226,0.000009686602,0.02593788,0.0027042127,0.001852789,0.0746314,0.00019421797,0.00015441961],"about_ca_topic_score_codex":0.00022726563,"about_ca_topic_score_gemma":0.000020666243,"teacher_disagreement_score":0.6028638,"about_ca_system_score_codex":0.00006762067,"about_ca_system_score_gemma":0.00006839868,"threshold_uncertainty_score":0.9952529},"labels":[],"label_agreement":null},{"id":"W4229052228","doi":"10.21203/rs.3.rs-1598810/v1","title":"Differences in L-arginine metabolism and asthma morbidity among asthma patients with and without obstructive sleep apnea ","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Asthma; Medicine; Obstructive sleep apnea; Internal medicine; Ornithine; Spirometry; Body mass index; Exhaled nitric oxide; Arginine; Gastroenterology; Endocrinology; Biology; Biochemistry","score_opus":0.0344688485851627,"score_gpt":0.3385120053454144,"score_spread":0.30404315676025173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229052228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920205,0.0016706504,0.00004454422,0.00034067192,0.00018014587,0.0041596643,0.00043015764,0.00007080815,0.0010828975],"genre_scores_gemma":[0.9970231,0.00024099932,0.0008437393,0.000012971888,0.00019844102,0.00094698183,0.0003504203,0.00012597449,0.00025737533],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9908282,0.0015095621,0.00057746016,0.0018967851,0.0038103422,0.0013776072],"domain_scores_gemma":[0.99614435,0.00052413,0.00021859672,0.0010893797,0.0012353357,0.0007881997],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018409651,0.00067299773,0.0014204776,0.0017187045,0.00043141685,0.00025051946,0.0005115026,0.00042681323,0.0006188989],"category_scores_gemma":[0.0011106794,0.0005407801,0.00011303436,0.0011190162,0.0018884656,0.00028672462,0.0040428806,0.0057859235,0.0000072362855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015150323,0.00043660018,0.9791741,0.0011504875,0.00034053586,0.00014919945,0.0015134544,0.000010445683,0.000032803375,0.00025706377,0.000013957718,0.015406343],"study_design_scores_gemma":[0.0047819004,0.0010064343,0.98758066,0.00040019298,0.000047594807,0.000017175973,0.0027309444,0.0021956237,0.00008862007,0.00043046262,0.00023948529,0.00048088314],"about_ca_topic_score_codex":0.0022453242,"about_ca_topic_score_gemma":0.0005319243,"teacher_disagreement_score":0.014925459,"about_ca_system_score_codex":0.0005475935,"about_ca_system_score_gemma":0.00026244821,"threshold_uncertainty_score":0.99970436},"labels":[],"label_agreement":null},{"id":"W4229455753","doi":"10.18280/ts.390208","title":"Obstructive Sleep Apnea (OSA) Classification Based on Heart Rate Variability (HRV) on Electrocardiogram (ECG) Signal Using Support Vector Machine (SVM)","year":2022,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Telkom","keywords":"Support vector machine; Heart rate variability; Obstructive sleep apnea; Sleep apnea; Artificial intelligence; Pattern recognition (psychology); Electrocardiography; Computer science; SIGNAL (programming language); Speech recognition; Medicine; Heart rate; Cardiology; Internal medicine; Blood pressure","score_opus":0.031581600541012965,"score_gpt":0.2957568775961418,"score_spread":0.26417527705512883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229455753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.950387,0.000023473425,0.038755625,0.0026956643,0.00050851225,0.0037575555,0.0005139127,0.00031297424,0.0030453044],"genre_scores_gemma":[0.9954017,6.397907e-7,0.0018284917,0.0011996331,0.0003803879,0.00043565815,0.0006086058,0.00010122368,0.000043650685],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9933994,0.0015145682,0.0007545197,0.0012082747,0.0021344845,0.0009887428],"domain_scores_gemma":[0.99765414,0.00062963367,0.0002495024,0.00073682633,0.00029615997,0.00043370997],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027275446,0.000527246,0.00072053086,0.0005996561,0.0006840905,0.000076711774,0.0003351682,0.00012967309,0.0077524646],"category_scores_gemma":[0.00016013507,0.0005212618,0.00045026722,0.0010221091,0.0002315297,0.00014766227,0.00012102779,0.0013089378,0.00006839778],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018379612,0.0056596533,0.07275249,0.00025898358,0.0011928803,0.0002837663,0.00050132175,0.023297532,0.83734167,0.00201484,0.00057804317,0.037739206],"study_design_scores_gemma":[0.007278055,0.008174733,0.24690327,0.000025381329,0.00040041324,0.00008673861,0.00027900242,0.69681114,0.036876794,0.00026431298,0.002231935,0.00066821615],"about_ca_topic_score_codex":0.000050957588,"about_ca_topic_score_gemma":0.0000022277857,"teacher_disagreement_score":0.80046487,"about_ca_system_score_codex":0.0018363044,"about_ca_system_score_gemma":0.0002953238,"threshold_uncertainty_score":0.9997239},"labels":[],"label_agreement":null},{"id":"W4229718287","doi":"10.15331/jdsm.4868","title":"Clinical Practice Guideline for the Treatment of Obstructive Sleep Apnea and Snoring with Oral Appliance Therapy: An Update for 2015","year":2015,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":169,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of British Columbia","funders":"National Institutes of Health; Atlantic Philanthropies; National Institute on Aging; Hartford Foundation for Public Giving; American Sleep Medicine Foundation; John A. Hartford Foundation","keywords":"Guideline; Obstructive sleep apnea; Medicine; Oral appliance; Sleep apnea; Intensive care medicine; Clinical Practice; Apnea; Physical therapy; Anesthesia; Pathology","score_opus":0.08480824680747377,"score_gpt":0.43947715799510967,"score_spread":0.3546689111876359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229718287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88684785,0.013305501,0.07967395,0.014892874,0.001347544,0.003642994,0.00003700829,0.000019074982,0.00023319747],"genre_scores_gemma":[0.8808107,0.0011927015,0.11386017,0.0008454467,0.0030414285,0.000087315784,0.00003184238,0.00007770144,0.00005270336],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711674,0.00013461354,0.0012122527,0.00029383862,0.0009136013,0.00032896546],"domain_scores_gemma":[0.99525315,0.0010241581,0.0009944007,0.00034281393,0.0018415166,0.0005439387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024372188,0.00026143962,0.00090667984,0.00012866003,0.00009196408,0.000015892656,0.0002181909,0.00010179461,0.000024932442],"category_scores_gemma":[0.001135302,0.00013040112,0.00015836365,0.0002261746,0.00061818986,0.00036813004,0.00003355287,0.0002712775,0.0000010462367],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.049059466,0.002543808,0.070302196,0.000069319554,0.0028291752,0.00017118375,0.0018765203,0.00011150625,0.0013475694,0.00015564282,0.0022420944,0.86929154],"study_design_scores_gemma":[0.1778946,0.20806536,0.039472822,0.00034432724,0.0063038543,0.0072318674,0.04411891,0.026665188,0.0059556426,0.0010102734,0.4822219,0.00071523327],"about_ca_topic_score_codex":0.000056672856,"about_ca_topic_score_gemma":0.000029103056,"teacher_disagreement_score":0.8685763,"about_ca_system_score_codex":0.00023463792,"about_ca_system_score_gemma":0.00008667962,"threshold_uncertainty_score":0.5317604},"labels":[],"label_agreement":null},{"id":"W4229953029","doi":"10.1017/9781108163705.013","title":"Sleep-disordered Breathing in Pregnancy","year":2020,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Sleep disordered breathing; Obesity; Medicine; Pregnancy; Breathing; Population; Sleep (system call); Pediatrics; Obstetrics; Demography; Obstructive sleep apnea; Internal medicine; Psychiatry; Environmental health","score_opus":0.03051201585257142,"score_gpt":0.23811903625209166,"score_spread":0.20760702039952023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229953029","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038099327,0.0005488354,0.00025215387,0.00013248337,0.00013199652,0.001300977,0.00016935657,0.000168848,0.9969143],"genre_scores_gemma":[0.01804595,0.0000924166,0.00027804018,0.00007283947,0.00012701811,0.000002378516,0.000111632624,0.00011923881,0.9811505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977737,0.000056409088,0.0002857607,0.000851692,0.00057916064,0.00045327397],"domain_scores_gemma":[0.9984926,0.000079147205,0.00016612675,0.00067322666,0.00020423012,0.0003846963],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000073488794,0.00047011324,0.0007750166,0.00044387742,0.00010484927,0.000029978013,0.00043171254,0.0005119091,0.0000254604],"category_scores_gemma":[0.000051381354,0.00056524336,0.00029613753,0.000028623033,0.00028809198,0.000098537676,0.0006196514,0.0014455541,0.00005588727],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010929113,0.00007664195,0.00024533027,0.0014315116,0.0007223147,0.017315831,0.00037379787,0.000003000517,0.00059289695,0.94234574,0.0024940053,0.033306044],"study_design_scores_gemma":[0.011485122,0.00064228545,0.0010269758,0.0036000866,0.001054024,0.0002802347,0.00033674497,0.0016048036,0.0013991942,0.00005886485,0.9767685,0.0017431839],"about_ca_topic_score_codex":0.00017513825,"about_ca_topic_score_gemma":0.0000049697474,"teacher_disagreement_score":0.97427446,"about_ca_system_score_codex":0.000580722,"about_ca_system_score_gemma":0.000116808806,"threshold_uncertainty_score":0.9996799},"labels":[],"label_agreement":null},{"id":"W4230215410","doi":"10.1080/24745332.2020.1727790","title":"Sleep disordered breathing","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Sleep disordered breathing; Sleep (system call); Breathing; Medicine; Sleep and breathing; Audiology; Psychology; Physical medicine and rehabilitation; Neuroscience; Cardiology; Computer science; Anesthesia; Obstructive sleep apnea","score_opus":0.04386297833952307,"score_gpt":0.3232957997909471,"score_spread":0.279432821451424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230215410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.803021,0.103871085,0.0026990408,0.076582596,0.0009406798,0.00052118266,0.000049336417,0.000037946094,0.012277108],"genre_scores_gemma":[0.98846745,0.0000205404,0.00038359407,0.009729962,0.001354969,0.0000020736331,0.000003552827,0.000033641627,0.0000041922767],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997974,0.00013195764,0.0005523857,0.00026116823,0.00057380326,0.0005067163],"domain_scores_gemma":[0.9945256,0.00026763818,0.00007304631,0.00018550071,0.0010731573,0.0038750481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036074995,0.0002051186,0.00060838135,0.0003632702,0.00019102971,0.000036531743,0.00018106189,0.00014506222,0.0006483588],"category_scores_gemma":[0.0053854627,0.00016074689,0.0001186291,0.0003507527,0.0009107359,0.00017398724,0.000026007056,0.00085350225,0.000011723257],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009690809,0.000060176902,0.18472177,0.002684695,0.0005064189,0.027824085,0.0231408,0.000009461078,0.01012232,0.0072266543,0.00521579,0.7375187],"study_design_scores_gemma":[0.03667157,0.05556173,0.14246093,0.002575378,0.004599854,0.008045583,0.118547894,0.0018293579,0.0053178607,0.001775844,0.6203561,0.002257888],"about_ca_topic_score_codex":0.0003152957,"about_ca_topic_score_gemma":0.00042542192,"teacher_disagreement_score":0.73526084,"about_ca_system_score_codex":0.00016691732,"about_ca_system_score_gemma":0.00041427062,"threshold_uncertainty_score":0.7099074},"labels":[],"label_agreement":null},{"id":"W4230653803","doi":"10.32920/ryerson.14646009.v1","title":"Comprehensive insomnia assessment following mild traumatic brain injury","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"Insomnia; Primary Insomnia; Medicine; Obstructive sleep apnea; Traumatic brain injury; Sleep disorder; Psychiatry; Psychology; Internal medicine","score_opus":0.0871335758629182,"score_gpt":0.4154363757512163,"score_spread":0.3283027998882981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230653803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690311,0.00057482376,0.0036086221,0.004713073,0.0012590751,0.0019845457,0.000027493745,0.00020532502,0.018595949],"genre_scores_gemma":[0.96334106,0.000033396787,0.03272095,0.0015863727,0.00025729847,0.00019707436,0.00042148447,0.000107440384,0.0013349056],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99582994,0.00036402093,0.0007008355,0.0010327355,0.001444085,0.0006283597],"domain_scores_gemma":[0.9972615,0.0003960657,0.00015576254,0.0013324085,0.00046171554,0.0003925453],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038328368,0.0005287816,0.0012652569,0.0004207694,0.00011155599,0.00018802418,0.00035786963,0.00049084047,0.0017563932],"category_scores_gemma":[0.0002484256,0.00048565882,0.0007508969,0.000354441,0.00012000218,0.00009921664,0.0015986412,0.002351981,0.00007929238],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010902598,0.0077640973,0.16390577,0.031764336,0.031312045,0.010762955,0.011773474,0.00038960399,0.3171094,0.0038754733,0.03017236,0.39008024],"study_design_scores_gemma":[0.012654071,0.0013923782,0.8957659,0.0053794985,0.0019714013,0.00020779994,0.023516284,0.021362735,0.022544876,0.0016813084,0.010465183,0.0030585811],"about_ca_topic_score_codex":0.00028127548,"about_ca_topic_score_gemma":0.00002916774,"teacher_disagreement_score":0.7318601,"about_ca_system_score_codex":0.00086926937,"about_ca_system_score_gemma":0.0006168494,"threshold_uncertainty_score":0.99994963},"labels":[],"label_agreement":null},{"id":"W4230850684","doi":"10.1093/sleep/29.10.1307","title":"Healthcare Utilization in Women with Obstructive Sleep Apnea Syndrome 2 Years After Diagnosis and Treatment","year":2006,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manitoba Health; St. Boniface Hospital; University of Manitoba","funders":"U.S. Public Health Service; National Institutes of Health","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Pediatrics; Retrospective cohort study; Population; Positive airway pressure; Cohort; Health care; Tertiary care; Internal medicine","score_opus":0.018016224298808104,"score_gpt":0.2795797152535126,"score_spread":0.2615634909547045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230850684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99701494,0.00086424913,0.000045778164,0.0006636126,0.000056203822,0.00093156187,0.000034092245,0.000044555018,0.00034502652],"genre_scores_gemma":[0.9983446,0.00005466625,0.00042767424,0.00009102427,0.00005870478,0.0008602508,0.00003346718,0.000042935106,0.00008667792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998386,0.00007776554,0.00022657405,0.00044779942,0.00035776512,0.00050406705],"domain_scores_gemma":[0.9993465,0.00004672199,0.000052933112,0.00027432822,0.00008887185,0.00019067772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000088657456,0.00020697415,0.00034116965,0.00029249146,0.000044898698,0.000027168275,0.00005033134,0.000101655256,0.00016145865],"category_scores_gemma":[0.00001948837,0.00017201585,0.000029717912,0.00045476545,0.00015601105,0.00013384996,0.000041729603,0.0001582756,0.000025630743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010032286,0.00031204647,0.83790874,0.000069633315,0.00007912829,0.00092010014,0.0012033138,0.000015599015,0.000049728398,0.000116192175,0.0000040806244,0.15831818],"study_design_scores_gemma":[0.003011744,0.0013820304,0.9932901,0.000048318612,0.000036650843,0.00013915107,0.0007551653,0.000210882,0.00027756905,0.00022950167,0.00045691655,0.00016194659],"about_ca_topic_score_codex":0.0009540919,"about_ca_topic_score_gemma":0.000799005,"teacher_disagreement_score":0.15815623,"about_ca_system_score_codex":0.0008956184,"about_ca_system_score_gemma":0.0000259964,"threshold_uncertainty_score":0.70146024},"labels":[],"label_agreement":null},{"id":"W4231078373","doi":"10.31979/etd.c8tt-5feh","title":"Identifying Predictors of Airway Complications in Conscious Sedation Procedures","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sedation; Medicine; Airway; Airway obstruction; Obstructive sleep apnea; Anesthesia; Intensive care medicine; Verifiable secret sharing; Sleep apnea; Computer science","score_opus":0.025147995846196626,"score_gpt":0.3495337307717978,"score_spread":0.32438573492560113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231078373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9392633,0.00021203082,0.00013466769,0.00012411462,0.00038013307,0.0019741661,0.000032605374,0.00005237586,0.05782661],"genre_scores_gemma":[0.98849297,0.000038198432,0.00040793503,0.000019819097,0.000041698404,0.00010536163,0.0024161148,0.00004061141,0.008437267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832225,0.000040710212,0.00049938995,0.00036021174,0.0005685349,0.00020892506],"domain_scores_gemma":[0.9987034,0.00010725203,0.00023096283,0.00036506736,0.00052228966,0.000071015136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001642601,0.00017435975,0.00040738765,0.0007057251,0.000031556854,0.000015305393,0.00014564002,0.00024280953,0.00033622843],"category_scores_gemma":[0.0003836042,0.00016336286,0.000089971036,0.00043394373,0.000060064664,0.00009525181,0.000022950655,0.00037327968,0.0000978429],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008896438,0.0010537654,0.75610477,0.013754911,0.0006673352,0.00001447839,0.007246077,0.00003438499,0.20156288,0.0057710162,0.0015037801,0.011396979],"study_design_scores_gemma":[0.0015980791,0.00015434092,0.95202976,0.0008404135,0.00013425558,0.000009557657,0.0065280586,0.0005600217,0.037705906,0.00015897828,0.000078999146,0.0002016456],"about_ca_topic_score_codex":0.00018811613,"about_ca_topic_score_gemma":0.0012153058,"teacher_disagreement_score":0.195925,"about_ca_system_score_codex":0.00017139413,"about_ca_system_score_gemma":0.00033208856,"threshold_uncertainty_score":0.6661744},"labels":[],"label_agreement":null},{"id":"W4231964800","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a4548","title":"Asthma and Obstructive Sleep Apnea (OSA): Examining the Mechanism of Worsened Asthma Control in Obese Patients with OSA","year":2021,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Obstructive sleep apnea; Asthma; Medicine; Mechanism (biology); Sleep apnea; Sleep (system call); Obesity; Internal medicine; Cardiology; Intensive care medicine; Computer science","score_opus":0.010500425192777354,"score_gpt":0.240739160461342,"score_spread":0.23023873526856464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231964800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99294686,0.00012859554,0.0026085386,0.00041888462,0.00009013578,0.00082191953,0.000022373875,0.000023943792,0.002938717],"genre_scores_gemma":[0.9969738,0.0000049328005,0.0025327655,0.00019249081,0.000042200154,0.000045358,0.000019394683,0.00003654653,0.00015247166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766403,0.00026234228,0.00037495352,0.0004937419,0.00075148704,0.0004534217],"domain_scores_gemma":[0.99820584,0.00043217436,0.00012647512,0.00047743073,0.0005829042,0.00017517552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036353056,0.00023694456,0.00051376503,0.00018706132,0.00008062972,0.000029946965,0.00012692939,0.000111345595,0.00035750814],"category_scores_gemma":[0.00044748443,0.00015051589,0.000050249902,0.000598105,0.0002813947,0.00015404934,0.00016013485,0.0004097889,0.000007705047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028126251,0.0008917312,0.7923753,0.00023931671,0.00085297646,0.00045054895,0.0032495626,0.000023637633,0.033633932,0.015224061,0.000010622985,0.15023565],"study_design_scores_gemma":[0.014225073,0.0009901924,0.94832236,0.00011541539,0.00006356704,0.000074413096,0.0063972874,0.0030785871,0.025600085,0.000853912,0.00004426142,0.00023485623],"about_ca_topic_score_codex":0.00009444195,"about_ca_topic_score_gemma":0.00025066352,"teacher_disagreement_score":0.15594701,"about_ca_system_score_codex":0.00009649203,"about_ca_system_score_gemma":0.00006741095,"threshold_uncertainty_score":0.613786},"labels":[],"label_agreement":null},{"id":"W4232441844","doi":"10.1096/fasebj.2021.35.s1.03325","title":"The Influence of OSA Treatment on Muscle Sympathetic Nerve Activity: A Systematic Review and Meta‐Analysis","year":2021,"lang":"en","type":"review","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microneurography; Medicine; Obstructive sleep apnea; Meta-analysis; Continuous positive airway pressure; Psychological intervention; Physical therapy; Internal medicine; Blood pressure; Heart rate; Baroreflex","score_opus":0.07721385099420695,"score_gpt":0.37506906077076374,"score_spread":0.2978552097765568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232441844","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007876444,0.99617875,0.000006207757,0.00053476443,0.000022044418,0.002371673,0.00004386209,0.0000060653,0.00004898483],"genre_scores_gemma":[0.0032703625,0.9960385,0.000013399938,0.000052509295,0.000036489375,0.00024307748,0.0000049426767,0.000033774933,0.00030697053],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99472964,0.0028420046,0.00093560305,0.00029709397,0.00086294784,0.00033274165],"domain_scores_gemma":[0.99528515,0.001838093,0.0011471938,0.0012042111,0.00031804037,0.00020732834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024198694,0.00044018534,0.006250084,0.00024977408,0.00030585288,0.0000978107,0.0003837063,0.00009872044,0.00008249898],"category_scores_gemma":[0.000579485,0.00015893157,0.003186565,0.0010241412,0.00023686828,0.00005038749,0.000115302086,0.00082237954,0.000016612727],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010143324,0.0001983722,0.0000011358813,0.5515203,0.3824037,0.0003020094,0.00012483848,0.000007061234,0.000029301322,0.000076972756,0.000004905178,0.06532127],"study_design_scores_gemma":[0.00017973215,0.00030849798,0.00000678779,0.06685257,0.92953706,0.0012204694,0.00006643042,0.000006278979,0.0000396474,0.000008332665,0.0016441924,0.00012998442],"about_ca_topic_score_codex":0.000022679043,"about_ca_topic_score_gemma":0.000006698247,"teacher_disagreement_score":0.5471334,"about_ca_system_score_codex":0.00032906944,"about_ca_system_score_gemma":0.0002553883,"threshold_uncertainty_score":0.64810413},"labels":[],"label_agreement":null},{"id":"W4232782795","doi":"10.1055/s-2001-17429","title":"Knowledge of Sleep Apnea in a Sample Grouping of Primary Care Physicians","year":2001,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Neurology; Medicine; Primary care; Otorhinolaryngology; Obstructive sleep apnea; Sleep apnea; Sample (material); Sleep (system call); Polysomnography; Family medicine; Apnea; Psychiatry; Internal medicine","score_opus":0.02003145475644628,"score_gpt":0.28501968564313984,"score_spread":0.26498823088669354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232782795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858918,0.002319256,0.0015375618,0.00006579122,0.00006931804,0.0003156818,0.000017745173,0.000021614464,0.009761227],"genre_scores_gemma":[0.9982515,0.00004569847,0.0014900793,0.000037982372,0.00009123635,0.000009446937,0.000032324326,0.000022963373,0.000018743916],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99884343,0.000057310266,0.000315794,0.00026179553,0.00022382184,0.0002978295],"domain_scores_gemma":[0.99925303,0.00017889676,0.000089722605,0.0002349981,0.00016987682,0.00007347942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020047327,0.0001384909,0.00045221156,0.0002741045,0.00004832998,0.000007960502,0.00009315229,0.0000825674,0.000019740794],"category_scores_gemma":[0.00008984307,0.00013031405,0.00008756746,0.00044464547,0.00014680345,0.00012720267,0.0001190426,0.00024116146,0.0000021295186],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022690756,0.00030274852,0.27149627,0.0012502093,0.00010079821,0.00005133283,0.015146657,0.000009857726,0.0323221,0.0002498365,0.0000018239134,0.6788415],"study_design_scores_gemma":[0.012136218,0.0012736246,0.90577394,0.0022060536,0.00041059047,0.00028140988,0.027949437,0.01649875,0.031206867,0.00069205667,0.0008656945,0.0007053796],"about_ca_topic_score_codex":0.00055687287,"about_ca_topic_score_gemma":0.00008444969,"teacher_disagreement_score":0.67813605,"about_ca_system_score_codex":0.00013167785,"about_ca_system_score_gemma":0.000022186303,"threshold_uncertainty_score":0.53140527},"labels":[],"label_agreement":null},{"id":"W4232874780","doi":"10.1016/j.sleep.2019.11.527","title":"Does Neck Circumference Predict Obstructive Sleep Apnea In Children With Obesity?","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; University of Toronto; Children's Hospital of Eastern Ontario; Hospital for Sick Children; University of Ottawa","funders":"","keywords":"Obstructive sleep apnea; Medicine; Circumference; Obesity; Cardiology; Waist; Sleep apnea; Internal medicine; Pediatrics; Mathematics","score_opus":0.007922988323788412,"score_gpt":0.2517436613073167,"score_spread":0.24382067298352827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232874780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98630905,0.00031769424,0.0003212579,0.0014710816,0.00055704976,0.0025140375,0.000024271623,0.00015618675,0.008329348],"genre_scores_gemma":[0.99749935,0.000032009837,0.00058675004,0.00035644035,0.0006032572,0.00008626172,0.00013029717,0.000087859225,0.00061776576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956136,0.00014400396,0.0006088433,0.0010901163,0.001551334,0.0009921247],"domain_scores_gemma":[0.9976007,0.00017535432,0.00019131284,0.0011369468,0.00036890246,0.0005267938],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000474473,0.0005146432,0.0010352596,0.00067533116,0.000085326945,0.000021248148,0.00046537656,0.0002327376,0.0020132512],"category_scores_gemma":[0.00036075801,0.00028425085,0.0000940776,0.0012179444,0.00070047355,0.0003224887,0.00018317417,0.001099783,0.0003184103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058458454,0.000263357,0.9762487,0.00013784783,0.00037452992,0.00010516497,0.00078496826,0.000021105301,0.002571225,0.0004308806,0.00004181735,0.018435832],"study_design_scores_gemma":[0.010414372,0.0018290351,0.98182,0.0003724787,0.00020371906,0.00026062495,0.0011101457,0.0014262864,0.0015948405,0.00040792066,0.00019460183,0.00036600078],"about_ca_topic_score_codex":0.00042449773,"about_ca_topic_score_gemma":0.000077872915,"teacher_disagreement_score":0.018069832,"about_ca_system_score_codex":0.00037565728,"about_ca_system_score_gemma":0.000085259104,"threshold_uncertainty_score":0.99996096},"labels":[],"label_agreement":null},{"id":"W4233020800","doi":"10.1016/j.joms.2010.06.006","title":"Subjective Outcomes of Maxillomandibular Advancement Surgery for Treatment of Obstructive Sleep Apnea Syndrome","year":2010,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Depression (economics); Apnea–hypopnea index; Sleep apnea; Positive airway pressure; Hypopnea; Excessive daytime sleepiness; Apnea; Anesthesia; Physical therapy; Cognition; Sleep disorder; Polysomnography; Psychiatry","score_opus":0.028142823865428285,"score_gpt":0.30298588914889074,"score_spread":0.2748430652834625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233020800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99679893,0.0006002089,0.00045186514,0.0003235074,0.0011663298,0.0005110807,0.000094852265,0.0000076256238,0.000045620753],"genre_scores_gemma":[0.9977691,0.00031936791,0.0017043556,0.000017636434,0.000047214937,0.000020732245,0.000012092488,0.000030402987,0.00007905214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767596,0.000043367025,0.0010591542,0.00023539629,0.0006016024,0.00038449618],"domain_scores_gemma":[0.99743545,0.0003774277,0.0008500472,0.00021237749,0.00085109763,0.00027360735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006164708,0.00027709285,0.0017364793,0.00060573476,0.000075602824,0.000012410142,0.000076649856,0.00014635285,0.000094825984],"category_scores_gemma":[0.00060885295,0.0001955574,0.00071420457,0.00026280712,0.00036292418,0.0002596157,0.000037788064,0.00015826242,0.0000010140828],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023501124,0.00069401547,0.72240716,0.00017807428,0.0011825563,0.00025983108,0.000172286,0.0000018090287,0.022321763,0.00019890022,0.0000057892466,0.25022772],"study_design_scores_gemma":[0.0023029742,0.0018552324,0.9499729,0.000046075176,0.00042456598,0.0009672208,0.0003068706,0.000018310117,0.03302384,0.0005595367,0.010296767,0.00022565413],"about_ca_topic_score_codex":0.00010122114,"about_ca_topic_score_gemma":0.000009293055,"teacher_disagreement_score":0.25000206,"about_ca_system_score_codex":0.00011144494,"about_ca_system_score_gemma":0.00014716809,"threshold_uncertainty_score":0.7974599},"labels":[],"label_agreement":null},{"id":"W4233716137","doi":"10.3410/f.715347808.793462435","title":"Faculty Opinions recommendation of Complications of adenotonsillectomy in patients younger than 3 years.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Pediatrics; Family medicine; General surgery; Medical education","score_opus":0.038145473079570134,"score_gpt":0.37119025758458124,"score_spread":0.3330447845050111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233716137","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025400173,0.0007360944,0.000009539398,0.060337603,0.00045819022,0.0027958022,0.93551,0.000019161285,0.00010823284],"genre_scores_gemma":[0.00043890456,0.00012578822,0.0006362677,0.0009826532,0.00014408796,0.0002880668,0.9970997,0.00003644159,0.00024808166],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994353,0.0005225441,0.0019669707,0.0006004169,0.002099453,0.00045762895],"domain_scores_gemma":[0.9879791,0.0001912819,0.0015897088,0.0018088814,0.008068992,0.00036201224],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001218343,0.00045271256,0.001254081,0.0008928433,0.00009802969,0.000034684053,0.0011873401,0.0006826327,0.0006311022],"category_scores_gemma":[0.0067994157,0.00032046845,0.0005916573,0.0032074521,0.0005786725,0.0003381559,0.0005620352,0.0013422782,0.000068359186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004718935,0.0015938927,0.0014398353,0.006768641,0.00020879555,1.4393008e-7,0.00014150403,2.945043e-8,0.0000051050038,0.00015023813,0.9870831,0.0025615697],"study_design_scores_gemma":[0.0013640013,0.0001614809,0.2330744,0.0058934125,0.00018353577,0.000010518352,0.00002031527,0.0000029972882,0.00002210698,0.0000074850404,0.7590736,0.00018612033],"about_ca_topic_score_codex":0.00014364424,"about_ca_topic_score_gemma":0.000008161194,"teacher_disagreement_score":0.23163456,"about_ca_system_score_codex":0.00026927385,"about_ca_system_score_gemma":0.0004232062,"threshold_uncertainty_score":0.9999247},"labels":[],"label_agreement":null},{"id":"W4234393592","doi":"10.3410/f.3648957.3368055","title":"Faculty Opinions recommendation of An integrative model of respiratory and cardiovascular control in sleep-disordered breathing.","year":2010,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sleep disordered breathing; Breathing; Sleep (system call); Respiratory system; Control (management); Medicine; Cardiology; Psychology; Internal medicine; Computer science; Anesthesia; Artificial intelligence; Obstructive sleep apnea","score_opus":0.03153032835826596,"score_gpt":0.3590760057458168,"score_spread":0.3275456773875508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234393592","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000029094861,0.0024072318,0.0002068961,0.034759887,0.00024106016,0.0027073242,0.9595912,0.000018955234,0.000038338254],"genre_scores_gemma":[0.0002888634,0.00022364815,0.0014598402,0.0013372545,0.00012262892,0.00027138492,0.996207,0.000035135243,0.000054273612],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942419,0.0008940687,0.0017701029,0.0008206745,0.0019119575,0.00036132464],"domain_scores_gemma":[0.98923266,0.0001934811,0.0010654128,0.0019623316,0.007171701,0.0003744437],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028929668,0.00053826364,0.001861386,0.0008010245,0.0001159351,0.000050929397,0.0009872043,0.0010087616,0.00011995064],"category_scores_gemma":[0.010075994,0.00034558607,0.0007798811,0.0016991042,0.0008468233,0.00039895324,0.00036732707,0.002274955,0.000003674376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109126224,0.0007539529,0.000041397154,0.008681278,0.00065880857,9.642673e-7,0.0003642576,0.0000015779538,0.000055897268,0.00014782917,0.97678655,0.01239838],"study_design_scores_gemma":[0.0031972793,0.00036378167,0.0020332981,0.006967376,0.0004871468,0.000038952843,0.00012744752,0.0008997625,0.00006654373,0.00004004391,0.9854988,0.00027958633],"about_ca_topic_score_codex":0.00021329694,"about_ca_topic_score_gemma":0.000039818948,"teacher_disagreement_score":0.036615755,"about_ca_system_score_codex":0.00012543963,"about_ca_system_score_gemma":0.000558519,"threshold_uncertainty_score":0.9998996},"labels":[],"label_agreement":null},{"id":"W4234934229","doi":"10.1067/mhn.2000.102119","title":"Pharyngeal suspension suture with Repose bone screw for obstructive sleep apnea","year":2000,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Tongue; Sleep apnea; Surgery; Anesthesia","score_opus":0.013364407321047461,"score_gpt":0.27845966215177537,"score_spread":0.26509525483072793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234934229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811399,0.00045967213,0.0006056161,0.0018485143,0.00017483672,0.0020312034,0.000039356106,0.0001499332,0.013550985],"genre_scores_gemma":[0.9866479,0.00001976774,0.009023385,0.000662621,0.0004663484,0.00020760976,0.0001999602,0.000098593424,0.00267381],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997447,0.00013633394,0.0003721692,0.0008108574,0.00041326243,0.00082036783],"domain_scores_gemma":[0.99825567,0.00021460616,0.000107634405,0.00069178105,0.00038684747,0.00034343597],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002568089,0.00033452717,0.0007078036,0.00022405945,0.00021847377,0.000024287892,0.00018133938,0.00032077535,0.002252059],"category_scores_gemma":[0.0001618545,0.00026452486,0.00016931912,0.00038985236,0.00045176764,0.00019448242,0.00006471475,0.0005803299,0.00019653347],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.055943098,0.002038134,0.14486755,0.0010395023,0.002472761,0.0101584075,0.0021721232,0.0000626653,0.21646112,0.009920439,0.004274784,0.55058944],"study_design_scores_gemma":[0.037689753,0.012745268,0.68144053,0.00020428427,0.0012998624,0.02672467,0.00081304926,0.006421214,0.1266134,0.0019235297,0.10230337,0.001821105],"about_ca_topic_score_codex":0.00005999027,"about_ca_topic_score_gemma":0.00005455729,"teacher_disagreement_score":0.5487683,"about_ca_system_score_codex":0.00014864712,"about_ca_system_score_gemma":0.00007623971,"threshold_uncertainty_score":0.9999807},"labels":[],"label_agreement":null},{"id":"W4235052964","doi":"10.5664/jcsm.7182","title":"A Novel Artificial Neural Network Based Sleep-Disordered Breathing Screening Tool","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Strong; University of Washington; Johns Hopkins University; University of California, Davis; University of Minnesota; Case Western Reserve University; National Science Foundation","keywords":"Sleep disordered breathing; Medicine; Sleep (system call); Artificial neural network; Breathing; Polysomnography; Physical medicine and rehabilitation; Artificial intelligence; Neuroscience; Obstructive sleep apnea; Electroencephalography; Cardiology; Psychiatry; Computer science; Psychology","score_opus":0.12953275839559883,"score_gpt":0.4247424527498655,"score_spread":0.2952096943542667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235052964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7919533,0.0005408312,0.17453212,0.02656249,0.004168079,0.00063214893,0.000005920009,0.00007020667,0.0015349152],"genre_scores_gemma":[0.9362773,0.000016527425,0.033404227,0.0039711464,0.02617915,0.0000041309722,0.000009563659,0.000071318565,0.00006667347],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9924985,0.00042890097,0.0035901084,0.0004971892,0.0021001718,0.0008850961],"domain_scores_gemma":[0.99245346,0.0026390443,0.0014539554,0.0006016739,0.0019101279,0.00094173755],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007941451,0.0003789159,0.0018387674,0.0003699298,0.00026011275,0.000040570714,0.00049779215,0.00036675404,0.0014160394],"category_scores_gemma":[0.014161588,0.00026328748,0.0006604589,0.0009115111,0.001303114,0.00027336195,0.00014468396,0.0022650068,0.000041402403],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014565054,0.0014245822,0.16366407,0.000120157136,0.0010867607,0.0010988459,0.00028862595,0.00085587497,0.0071325065,0.00025748688,0.0042015277,0.8053045],"study_design_scores_gemma":[0.040341552,0.022820655,0.5510083,0.0018340641,0.0019617376,0.0022604833,0.00065289665,0.36224535,0.0007213873,0.00084298727,0.014561538,0.0007490953],"about_ca_topic_score_codex":0.000040147235,"about_ca_topic_score_gemma":0.000018366265,"teacher_disagreement_score":0.8045554,"about_ca_system_score_codex":0.00009186291,"about_ca_system_score_gemma":0.00017284427,"threshold_uncertainty_score":0.99998194},"labels":[],"label_agreement":null},{"id":"W4235137742","doi":"10.1016/b978-0-12-822963-7.00127-4","title":"Risk factors for obstructive sleep apnea","year":2021,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Medicine; Obesity; Coronary artery disease; Disease; Sleep apnea; Population; Airway; Risk factor; Quality of life (healthcare); Apnea; Family history; Pediatrics; Cardiology; Internal medicine; Surgery; Environmental health","score_opus":0.024811536249665294,"score_gpt":0.2858981256994165,"score_spread":0.2610865894497512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235137742","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002355179,0.0014019369,0.00013652619,0.00006863801,0.0009969583,0.0029224781,0.0008023405,0.00013275657,0.99118316],"genre_scores_gemma":[0.00665431,0.00005919883,0.0023963337,0.000110908964,0.0010897132,0.00018495703,0.00047245334,0.00037801542,0.98865414],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963078,0.000063531945,0.0006978385,0.001204534,0.00095970265,0.00076661824],"domain_scores_gemma":[0.99632114,0.0005690958,0.0004452194,0.0012191997,0.0009360161,0.00050931395],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002818039,0.0008438705,0.0014487023,0.00039947918,0.00025884877,0.00006835256,0.0003268894,0.0008229233,0.0011635277],"category_scores_gemma":[0.00051532686,0.0007553983,0.0010710215,0.0000370508,0.00045737205,0.000056042933,0.00028593765,0.0015820778,0.00015751891],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019060531,0.000025803056,0.00041106055,0.00035978845,0.0017376804,0.00013054369,0.00038306974,4.7733624e-7,0.00017925192,0.006040174,0.000048500075,0.99049306],"study_design_scores_gemma":[0.0023110586,0.0004979477,0.0011714249,0.0003232088,0.0017653852,0.0000901089,0.00026547836,0.00008404402,0.0023018073,0.009814866,0.98041004,0.0009646261],"about_ca_topic_score_codex":0.0000020540895,"about_ca_topic_score_gemma":0.00001389873,"teacher_disagreement_score":0.9895284,"about_ca_system_score_codex":0.0005233891,"about_ca_system_score_gemma":0.00019433966,"threshold_uncertainty_score":0.99974954},"labels":[],"label_agreement":null},{"id":"W4236460380","doi":"10.1002/14651858.cd007736.pub3","title":"Educational, supportive and behavioural interventions to improve usage of continuous positive airway pressure machines in adults with obstructive sleep apnoea","year":2020,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"AstraZeneca (Canada); Waypoint Centre for Mental Health Care","funders":"","keywords":"Continuous positive airway pressure; Medicine; Epworth Sleepiness Scale; Psychological intervention; Randomized controlled trial; Physical therapy; Intervention (counseling); Meta-analysis; Obstructive sleep apnea; Psychiatry; Polysomnography; Internal medicine; Apnea","score_opus":0.052989787290309356,"score_gpt":0.38363912164509456,"score_spread":0.3306493343547852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236460380","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038772324,0.9677586,0.00019803786,0.00007309954,0.00013343309,0.025217064,0.0061025852,0.0000104741985,0.000118968914],"genre_scores_gemma":[0.0016447416,0.9895836,0.002719552,0.000012609831,0.00007664972,0.003472388,0.002249476,0.000091388596,0.00014955727],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9924906,0.0014805071,0.003853448,0.0009670233,0.00083364925,0.00037480317],"domain_scores_gemma":[0.99344474,0.0010780756,0.00299374,0.0012449921,0.0008539658,0.00038447886],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015328524,0.00077114656,0.0086317565,0.0006446832,0.000042870626,0.000026665179,0.00048619384,0.00017538838,0.00019930297],"category_scores_gemma":[0.0042081,0.00049786654,0.0008158669,0.00096142764,0.00031575814,0.00023398008,0.00035367475,0.0006421038,0.00003811797],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016604415,0.0003500927,0.00023195919,0.949119,0.0007132577,0.0000697517,0.00086822675,5.5675233e-8,0.00003066115,0.00012831233,0.000048839604,0.048273828],"study_design_scores_gemma":[0.0012701638,0.0009308295,0.0005515873,0.9870198,0.00809478,0.00042276396,0.00055345625,0.000021210602,0.000030221521,0.000002952556,0.0006923997,0.00040987882],"about_ca_topic_score_codex":0.00022361039,"about_ca_topic_score_gemma":0.000081132115,"teacher_disagreement_score":0.04786395,"about_ca_system_score_codex":0.00016894951,"about_ca_system_score_gemma":0.00024629812,"threshold_uncertainty_score":0.9997473},"labels":[],"label_agreement":null},{"id":"W4236639771","doi":"10.1042/cs20020157","title":"Augmented sympathetic neural response to simulated obstructive apnoea in human heart failure","year":2003,"lang":"en","type":"article","venue":"Clinical Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Heart failure; Medicine; Baroreceptor; Chemoreceptor; Blood pressure; Cardiology; Sympathetic activity; Sympathetic nervous system; Anesthesia; Stimulation; Internal medicine; Heart rate","score_opus":0.052579356369193885,"score_gpt":0.4300730216599513,"score_spread":0.37749366529075745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236639771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949597,0.000012500951,0.000039789025,0.0032676745,0.00025261185,0.0008052345,0.0000030425674,0.000052150805,0.0006072781],"genre_scores_gemma":[0.99782026,3.6858754e-7,0.0013458773,0.0005908149,0.000038449016,0.000011487473,0.0000011120221,0.000016873655,0.00017474483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99614847,0.00066696963,0.000638966,0.0008628447,0.0009096853,0.00077304454],"domain_scores_gemma":[0.9973231,0.0008359619,0.0000659237,0.00064368534,0.00033752256,0.00079381606],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004494775,0.00017225412,0.00041185616,0.00039387835,0.00021285505,0.0000548453,0.00038471114,0.00012296367,0.00022724138],"category_scores_gemma":[0.013009826,0.00014410225,0.00011786214,0.0025424284,0.0015007084,0.00018294105,0.00017879102,0.0006722119,0.00017292259],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015217568,0.00085022615,0.57834625,0.000017416469,0.000021691634,0.00021584076,0.0005394754,0.00061359775,0.4124519,0.0011007594,0.00011383663,0.0042072614],"study_design_scores_gemma":[0.0033575217,0.0018204412,0.97266656,0.00006624047,0.000016505819,0.00005088568,0.0005058744,0.003637931,0.014579671,0.00046367498,0.002582504,0.00025219598],"about_ca_topic_score_codex":0.000030016614,"about_ca_topic_score_gemma":0.00001374586,"teacher_disagreement_score":0.39787224,"about_ca_system_score_codex":0.00034187819,"about_ca_system_score_gemma":0.00023040487,"threshold_uncertainty_score":0.995304},"labels":[],"label_agreement":null},{"id":"W4236994720","doi":"10.21203/rs.3.rs-30273/v1","title":"Craniofacial Morphology/Phenotypes Influence on Mandibular Range of Movement in the Design of a Mandibular Advancement Device","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Craniofacial; Morphology (biology); Orthodontics; Movement (music); Biology; Medicine; Art; Genetics","score_opus":0.09133418606868658,"score_gpt":0.4039990627499311,"score_spread":0.3126648766812445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236994720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98078066,0.0013532788,0.0037830046,0.0046791416,0.00009228564,0.008461575,0.00022198676,0.000027019705,0.0006010547],"genre_scores_gemma":[0.99629486,0.00060258934,0.0018385595,0.00024274677,0.00011926741,0.00075162,0.00006661429,0.00005456718,0.000029208271],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9916394,0.001966416,0.00084688904,0.0008973569,0.0037952715,0.0008547191],"domain_scores_gemma":[0.99605274,0.0009848442,0.00024774479,0.0013535484,0.0011528267,0.00020828059],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0042185895,0.00038276217,0.0009611951,0.0008200851,0.00010378645,0.000031518182,0.001083883,0.00034920845,0.00028824215],"category_scores_gemma":[0.0018368985,0.00028630233,0.00020599285,0.0010265238,0.0006744496,0.000060723687,0.0011461669,0.0025972174,0.000061419036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.042071104,0.010108999,0.4913459,0.051600922,0.0029344037,0.007062966,0.026893374,0.051191315,0.27351025,0.020341277,0.0010976435,0.021841848],"study_design_scores_gemma":[0.011083919,0.010884359,0.89847535,0.0057602865,0.0002568798,0.000019547002,0.0052125202,0.004992059,0.046524327,0.0147563685,0.0012086019,0.0008258128],"about_ca_topic_score_codex":0.000637354,"about_ca_topic_score_gemma":0.000025241963,"teacher_disagreement_score":0.4071294,"about_ca_system_score_codex":0.0005382377,"about_ca_system_score_gemma":0.00042742986,"threshold_uncertainty_score":0.99995893},"labels":[],"label_agreement":null},{"id":"W4236996930","doi":"10.1016/b978-0-12-809324-5.02549-9","title":"Orofacial Motor Control☆","year":2016,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of Dental and Craniofacial Research","keywords":"Motor system; Brainstem; Neuroscience; Motor control; Motor function; Reflex; Psychology; Physical medicine and rehabilitation; Medicine","score_opus":0.01721980547883849,"score_gpt":0.27503433118156734,"score_spread":0.25781452570272884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236996930","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008327908,0.00061402126,0.000021328753,0.00041194118,0.00057455304,0.0016479783,0.0002594617,0.00012121749,0.99626625],"genre_scores_gemma":[0.0050575044,0.000030938274,0.00013879086,0.00050853,0.0019903479,0.000070070506,0.000016481185,0.00019987307,0.99198747],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729174,0.000035549052,0.0004900445,0.0006623905,0.0009502868,0.0005700119],"domain_scores_gemma":[0.998002,0.0001255092,0.00019309884,0.0008623633,0.0003862032,0.00043084507],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026263105,0.0005275417,0.0009802877,0.00030726413,0.0000968881,0.000027790196,0.00026353207,0.00058303087,0.0040007886],"category_scores_gemma":[0.00010881344,0.00038533268,0.00049259036,0.000009376831,0.00044444308,0.000035103574,0.00013983149,0.00081450265,0.0035621824],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041815126,0.000010894134,0.0000566459,0.00011257928,0.0005035591,0.00030476513,0.000027208704,3.1608236e-9,0.001745236,0.01223909,0.000088059736,0.9844938],"study_design_scores_gemma":[0.003292439,0.0003458089,0.00021786029,0.00040168932,0.00033523017,0.00008781782,0.000002089693,0.000002572114,0.00018718874,0.005188824,0.98953986,0.0003986181],"about_ca_topic_score_codex":2.2182019e-7,"about_ca_topic_score_gemma":0.000003169312,"teacher_disagreement_score":0.9894518,"about_ca_system_score_codex":0.00036935788,"about_ca_system_score_gemma":0.00019483539,"threshold_uncertainty_score":0.99985987},"labels":[],"label_agreement":null},{"id":"W4237293023","doi":"10.1164/ajrccm.180.2.191","title":"Long-term Weight Loss and Maintenance in Morbidly Obese Individuals with Obstructive Sleep Apnea","year":2009,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Morbidly obese; Obstructive sleep apnea; Weight loss; Term (time); Sleep apnea; Sleep (system call); Obesity; Pediatrics; Intensive care medicine; Physical therapy; Internal medicine","score_opus":0.013441576457919924,"score_gpt":0.3161111066068863,"score_spread":0.30266953014896636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237293023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877482,0.0065424037,0.00046810557,0.0044964626,0.000071594295,0.00020360458,0.0000063962675,0.000009710499,0.00045348675],"genre_scores_gemma":[0.99672186,0.000115711155,0.000755628,0.0020015922,0.000373823,0.000004015946,0.0000015187417,0.000020744967,0.0000051111588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758744,0.00022232658,0.00056200265,0.00034165662,0.0008097436,0.00047684085],"domain_scores_gemma":[0.9977573,0.0003911517,0.00018331753,0.00022222043,0.0007508167,0.0006951682],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000525316,0.00026090845,0.00088830444,0.0004440487,0.000075050084,0.000019824942,0.00014208439,0.00007066388,0.00005163202],"category_scores_gemma":[0.0009409934,0.00016870932,0.00005376003,0.000543961,0.0032491686,0.0002245211,0.000040438204,0.00087042246,9.777489e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012094327,0.00008693638,0.756203,0.0001264688,0.000060619645,0.0038288417,0.001445793,4.0780702e-7,0.00088369957,0.0007316422,0.000011723322,0.23541145],"study_design_scores_gemma":[0.0049294867,0.015970303,0.967299,0.0007063743,0.00020561948,0.0026002794,0.007064585,0.0000061292567,0.0005297799,0.00025926714,0.00023628323,0.00019289712],"about_ca_topic_score_codex":0.00000993051,"about_ca_topic_score_gemma":0.000007225908,"teacher_disagreement_score":0.23521855,"about_ca_system_score_codex":0.00012238402,"about_ca_system_score_gemma":0.00008427149,"threshold_uncertainty_score":0.99946344},"labels":[],"label_agreement":null},{"id":"W4237411841","doi":"10.1164/ajrccm.180.1.101a","title":"Avoiding the Supine Posture during Sleep for Patients with Mild Obstructive Sleep Apnea","year":2009,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Supine position; Obstructive sleep apnea; Sleep (system call); Sleep apnea; Anesthesia; Apnea; Cardiology; Physical medicine and rehabilitation","score_opus":0.012946609731347824,"score_gpt":0.30273278339611975,"score_spread":0.28978617366477194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237411841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989123,0.0027659691,0.00069545896,0.0066266777,0.00015266819,0.00044327643,0.0000149182115,0.000013658295,0.00016439304],"genre_scores_gemma":[0.996401,0.000011683609,0.0006528488,0.0020531868,0.00083780277,0.000007722026,0.0000042929328,0.00002786839,0.0000036027666],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976703,0.0002459866,0.00049751427,0.0002834982,0.0008462484,0.00045645348],"domain_scores_gemma":[0.9964073,0.0008220132,0.00020865546,0.00024070525,0.0018304724,0.0004908723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005072343,0.0002563523,0.0006880265,0.00022956607,0.00041201062,0.00002199148,0.00018376777,0.00006035087,0.000029578361],"category_scores_gemma":[0.0024891787,0.00013837709,0.000114859475,0.00040955117,0.001625188,0.00016807634,0.00003150575,0.0010088049,6.143619e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020218669,0.0005364104,0.38207343,0.0006835037,0.00065385393,0.00075532886,0.009439522,0.000011048926,0.013756,0.002261145,0.00015527425,0.5694558],"study_design_scores_gemma":[0.009512487,0.040171,0.91083807,0.0004609235,0.00076056866,0.00050394883,0.03377732,0.000028244076,0.0020799567,0.00018908863,0.0013842089,0.00029420404],"about_ca_topic_score_codex":0.000003774864,"about_ca_topic_score_gemma":0.0000011893318,"teacher_disagreement_score":0.5691616,"about_ca_system_score_codex":0.00012600537,"about_ca_system_score_gemma":0.000045581666,"threshold_uncertainty_score":0.59880733},"labels":[],"label_agreement":null},{"id":"W4238325584","doi":"10.3410/f.717797872.793302894","title":"Faculty Opinions recommendation of Effects of positive airway pressure therapy on neurobehavioral outcomes in children with obstructive sleep apnea.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Airway; Medicine; Sleep (system call); Positive airway pressure; Apnea; Sleep apnea; Anesthesia; Physical therapy; Psychology; Cardiology; Computer science","score_opus":0.022168063590061276,"score_gpt":0.3527499371692352,"score_spread":0.3305818735791739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238325584","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032002173,0.0012273035,0.000011061081,0.0338108,0.00044180668,0.0053835264,0.95876217,0.000024712364,0.000018575396],"genre_scores_gemma":[0.00208564,0.0001191936,0.0003613421,0.0010595585,0.00015638529,0.00041588093,0.99559087,0.000054224696,0.00015688749],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99409866,0.0008801317,0.0014398806,0.00080024573,0.0022589408,0.00052215107],"domain_scores_gemma":[0.9911234,0.0003220619,0.0016170633,0.0016166297,0.0049594045,0.00036143456],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008021856,0.0007308945,0.0017622362,0.0007782141,0.00013620894,0.000053386455,0.0011161187,0.0007391446,0.00020738767],"category_scores_gemma":[0.0032764226,0.00042122937,0.000619463,0.002191406,0.0008010635,0.0003385798,0.00035471175,0.0018874997,0.000015058698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030921318,0.003131329,0.00654995,0.008135457,0.0011808038,0.0000011128673,0.00039682942,3.1709118e-7,0.000021173175,0.000119741344,0.96873784,0.011416253],"study_design_scores_gemma":[0.0030135277,0.0011021486,0.40988028,0.0072280867,0.0005104397,0.00004950355,0.00001893271,0.000003148366,0.00040514054,0.0000036675456,0.57748294,0.00030215003],"about_ca_topic_score_codex":0.00014348076,"about_ca_topic_score_gemma":0.0000046514206,"teacher_disagreement_score":0.40333036,"about_ca_system_score_codex":0.00015438582,"about_ca_system_score_gemma":0.00029190854,"threshold_uncertainty_score":0.9998239},"labels":[],"label_agreement":null},{"id":"W4238884758","doi":"10.2196/preprints.26524","title":"Noncontact Sleep Monitoring With Infrared Video Data to Estimate Sleep Apnea Severity and Distinguish Between Positional and Nonpositional Sleep Apnea: Model Development and Experimental Validation (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vector Institute; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Supine position; Sleep apnea; Apnea; Polysomnography; Medicine; Sleep (system call); Central sleep apnea; Anesthesia; Computer science","score_opus":0.06244281502566583,"score_gpt":0.3537259195949641,"score_spread":0.29128310456929823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238884758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9039404,0.00020463101,0.09096921,0.0009041049,0.00012969947,0.0020648935,0.0006109873,0.00018102392,0.0009950951],"genre_scores_gemma":[0.79695463,0.000003244541,0.1995005,0.000086038846,0.000390499,0.00024054774,0.0027130072,0.00008198868,0.000029553268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99501187,0.00011631536,0.00078493997,0.0022033632,0.0012900695,0.0005934301],"domain_scores_gemma":[0.9971683,0.00024318631,0.0002459561,0.0009048702,0.00041433144,0.0010233512],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005498812,0.00075588527,0.0009553461,0.0002944939,0.000431765,0.00042334836,0.000441332,0.0003326176,0.00005222745],"category_scores_gemma":[0.00024111386,0.0007307232,0.000054536198,0.00020028632,0.00025257366,0.00048993615,0.005549721,0.0010460437,0.000011608229],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039230464,0.00077938766,0.8948103,0.0024518599,0.003561581,0.00040990635,0.008021919,0.0041424506,0.022720473,0.00038375484,0.000100374666,0.05869491],"study_design_scores_gemma":[0.0037874307,0.00041671735,0.61414397,0.00047767314,0.0004515253,0.00023111123,0.0005538156,0.31852144,0.059780747,0.0003818636,0.00004808238,0.0012056122],"about_ca_topic_score_codex":0.00011545372,"about_ca_topic_score_gemma":0.000009652166,"teacher_disagreement_score":0.314379,"about_ca_system_score_codex":0.0005275686,"about_ca_system_score_gemma":0.00020578687,"threshold_uncertainty_score":0.9995144},"labels":[],"label_agreement":null},{"id":"W4239736939","doi":"10.15331/jdsm.7162","title":"Comparing a sibilant phoneme denture bite position with an anterior protrusive mandibular positioning device in oral appliance therapy for dental treatment of obstructive sleep apnea: A systematic review","year":2020,"lang":"en","type":"review","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Obstructive sleep apnea; Medicine; Dentistry; Oral appliance; Orthodontics; Anesthesia","score_opus":0.042691996346673054,"score_gpt":0.36462510252835073,"score_spread":0.3219331061816777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239736939","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017260285,0.9672905,0.00081785937,0.00012052927,0.00020748144,0.0142169325,0.000051175837,0.000016867902,0.000018336143],"genre_scores_gemma":[0.03537458,0.95990753,0.0025750184,0.00016350487,0.000547256,0.0009794423,0.000290154,0.00015593365,0.0000066055745],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9940282,0.00055036804,0.0028402023,0.0006340703,0.0014281119,0.0005190445],"domain_scores_gemma":[0.9948883,0.00023659604,0.0033851222,0.00044620017,0.0005642322,0.00047956847],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00071867055,0.0008725466,0.007851058,0.0006675343,0.000104673694,0.00003417895,0.00043428727,0.0002440725,0.00004679489],"category_scores_gemma":[0.00016438172,0.00051896076,0.0007669675,0.0010885436,0.0002696225,0.00033451692,0.000069608024,0.00071434135,0.0000051042243],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061378144,0.0020314879,0.0042840987,0.8351731,0.0062889047,0.0050189905,0.0015554277,0.0000059814947,0.00075428886,0.000012838675,0.00000831111,0.13872878],"study_design_scores_gemma":[0.01815558,0.024746174,0.00085075095,0.9100181,0.016305717,0.025608236,0.0018895637,0.00059001765,0.00023756883,0.000011435369,0.0009063655,0.0006805198],"about_ca_topic_score_codex":0.000048476624,"about_ca_topic_score_gemma":0.000061937586,"teacher_disagreement_score":0.13804826,"about_ca_system_score_codex":0.0020012239,"about_ca_system_score_gemma":0.00016004923,"threshold_uncertainty_score":0.9997262},"labels":[],"label_agreement":null},{"id":"W4239777351","doi":"10.1016/j.sleep.2019.11.116","title":"Predictors of adherence to positive airway pressure therapy in children: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Meta-analysis; Medicine; Positive airway pressure; Airway; Internal medicine; Anesthesia","score_opus":0.06915219082545354,"score_gpt":0.3806923652265346,"score_spread":0.31154017440108106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239777351","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020100942,0.97918874,0.000026405098,0.0003399699,0.00005779957,0.019776512,0.00030361986,0.000024158137,0.0002627242],"genre_scores_gemma":[0.00062196836,0.99646676,0.000057741418,0.0004326799,0.0000772622,0.0011994384,0.00025756718,0.00008148522,0.00080511085],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9935641,0.001177024,0.0022443933,0.0010777583,0.0014316681,0.00050504296],"domain_scores_gemma":[0.9957705,0.00064903725,0.0010309152,0.0016418686,0.00049446954,0.00041321694],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020349273,0.00084794447,0.019306486,0.0016547642,0.000028243347,0.000009353944,0.0005529552,0.0003274734,0.0011894547],"category_scores_gemma":[0.0012262604,0.00046326334,0.0017866446,0.003496468,0.00028342262,0.00007262671,0.00019690361,0.00083578884,0.00004542635],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023319382,0.00010972318,0.0003544353,0.68970656,0.3002301,0.000014259704,0.00016751504,4.8889484e-7,7.065067e-7,0.000015641039,0.00007501369,0.009302256],"study_design_scores_gemma":[0.0007971327,0.001734416,0.0003370434,0.108542725,0.8867434,0.00008200517,0.00002725859,0.00000458973,0.0000018645709,0.0000013348811,0.001431844,0.0002963586],"about_ca_topic_score_codex":0.00017540294,"about_ca_topic_score_gemma":0.000011695592,"teacher_disagreement_score":0.58651334,"about_ca_system_score_codex":0.00012183681,"about_ca_system_score_gemma":0.000112608854,"threshold_uncertainty_score":0.9997819},"labels":[],"label_agreement":null},{"id":"W4239944854","doi":"10.1164/ajrccm.180.9.909a","title":"Obstructive Sleep Apnea and the Menstrual Cycle: Potential Role of Fluid Retention?","year":2009,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Menstrual cycle; Sleep apnea; Sleep (system call); Apnea; Intensive care medicine; Anesthesia; Internal medicine; Hormone","score_opus":0.009371671533983683,"score_gpt":0.2991591264353411,"score_spread":0.28978745490135743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239944854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836233,0.010292081,0.00043201807,0.0044490336,0.00013420712,0.00018241328,0.000007460429,0.000007496498,0.00087193947],"genre_scores_gemma":[0.99804,0.000065399356,0.00043786486,0.000922347,0.00051652355,0.0000019350516,0.0000011017065,0.000012384508,0.0000023943387],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976968,0.00036259834,0.0006284643,0.00021444737,0.00082054886,0.00027715243],"domain_scores_gemma":[0.99766123,0.0004195418,0.00023037073,0.00021190576,0.0010756702,0.00040125664],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00074002455,0.0001781833,0.0007823287,0.00021127152,0.00012635291,0.000013336147,0.00013134583,0.00005790373,0.000059057165],"category_scores_gemma":[0.0014563578,0.00010511294,0.00012549089,0.00030207183,0.0054020337,0.00012515558,0.000045508303,0.00055155775,5.273601e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005857276,0.00009748024,0.009914499,0.00012444459,0.00023478504,0.00035012726,0.003268452,0.0000025778747,0.052346632,0.012257279,0.000031222356,0.91551524],"study_design_scores_gemma":[0.03877022,0.07109458,0.54779875,0.0009088421,0.0039571943,0.008192376,0.28761387,0.0009325014,0.018775756,0.019206923,0.001997785,0.000751189],"about_ca_topic_score_codex":0.000014152701,"about_ca_topic_score_gemma":5.4006733e-7,"teacher_disagreement_score":0.91476405,"about_ca_system_score_codex":0.000042739182,"about_ca_system_score_gemma":0.000053780757,"threshold_uncertainty_score":0.9973047},"labels":[],"label_agreement":null},{"id":"W4240318754","doi":"10.21203/rs.2.9298/v1","title":"The Prevalence of Obstructive Sleep Apnea in Mild Cognitive Impairment: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto; University Health Network","funders":"University of Toronto; University Health Network Foundation; University Health Network","keywords":"Obstructive sleep apnea; Medicine; MEDLINE; Dementia; Systematic review; Polysomnography; Meta-analysis; Cognitive impairment; Physical therapy; Sleep apnea; Internal medicine; Pediatrics; Cognition; Psychiatry; Apnea; Disease","score_opus":0.09001437849748684,"score_gpt":0.44334542974139174,"score_spread":0.3533310512439049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240318754","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026341877,0.96380186,0.000003907837,0.000094395415,0.00011286858,0.034337875,0.00040643814,0.000027293498,0.0011890115],"genre_scores_gemma":[0.00047699208,0.99276066,0.000020285555,0.000014960453,0.00009228781,0.0048300438,0.00008801295,0.00014341123,0.001573363],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9847405,0.006111736,0.0022591013,0.0011777877,0.0041289036,0.0015819486],"domain_scores_gemma":[0.98467326,0.009437593,0.0008174175,0.0020918667,0.0026017537,0.00037809578],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0086701,0.0007121007,0.005188432,0.0012179242,0.00022848137,0.000070839924,0.0013141824,0.00046327614,0.00024905906],"category_scores_gemma":[0.011153687,0.00041858896,0.0012173746,0.0037484851,0.0010826535,0.00015664543,0.0008919991,0.0034228596,0.00075233163],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010255481,0.00021198476,0.00011410316,0.92637783,0.00073922216,0.000100067526,0.00015145664,2.836916e-8,2.5761597e-7,0.00017427822,0.000046992194,0.07198121],"study_design_scores_gemma":[0.000900006,0.00083044416,0.00034383778,0.9882992,0.0029522579,0.00015621587,0.0006589776,0.000032874428,0.000004253024,0.000036730955,0.0054524746,0.00033273723],"about_ca_topic_score_codex":0.00004475018,"about_ca_topic_score_gemma":0.000009856894,"teacher_disagreement_score":0.07164847,"about_ca_system_score_codex":0.0014172993,"about_ca_system_score_gemma":0.0009990113,"threshold_uncertainty_score":0.9998266},"labels":[],"label_agreement":null},{"id":"W4240601383","doi":"10.1007/s11325-008-0229-z","title":"Dental changes evaluated with a 3D computer-assisted model analysis after long-term tongue retaining device wear in OSA patients","year":2008,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Otorhinolaryngology; Neurology; Dentistry; Term (time); Tongue; Tooth wear; Orthodontics; Audiology; Surgery; Psychiatry","score_opus":0.02749750314496348,"score_gpt":0.28776849406712524,"score_spread":0.26027099092216177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240601383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967332,0.00016280387,0.00234963,0.00007167595,0.000028306677,0.0004519342,0.000012668256,0.000049425442,0.00014038927],"genre_scores_gemma":[0.99571127,0.000016777274,0.0038442852,0.00016309955,0.000057682246,0.00004234325,0.00010509812,0.00003198893,0.000027446651],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979656,0.00011402834,0.00026380958,0.0005320079,0.00066948385,0.0004550755],"domain_scores_gemma":[0.9991678,0.00005396427,0.00008585803,0.00027266896,0.00021064651,0.00020905827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002595453,0.00024594835,0.00048678482,0.0006129363,0.00014977627,0.000043072567,0.000093177565,0.00011293586,0.000042922202],"category_scores_gemma":[0.000026170112,0.00019790234,0.00007776908,0.000899901,0.00013457936,0.00019037003,0.0001446762,0.00033984135,0.0000053097433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005726428,0.00025410778,0.9646117,0.00007153734,0.000668508,0.0008554487,0.003147286,0.00024762066,0.0002897479,8.2019665e-7,5.1747327e-7,0.029280059],"study_design_scores_gemma":[0.0028239905,0.00028835027,0.74440813,0.00013713192,0.0005323075,0.00015126824,0.00012540499,0.25118017,0.00018088888,7.441239e-7,4.857582e-7,0.00017112332],"about_ca_topic_score_codex":0.0001565684,"about_ca_topic_score_gemma":0.0008706386,"teacher_disagreement_score":0.25093257,"about_ca_system_score_codex":0.0001955528,"about_ca_system_score_gemma":0.00002936546,"threshold_uncertainty_score":0.80702233},"labels":[],"label_agreement":null},{"id":"W4241696741","doi":"10.21203/rs.2.23017/v3","title":"Health workers' views on factors affecting caregiver engagement with bubble CPAP","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; B.C. Women's Hospital & Health Centre","funders":"Fogarty International Center; Canadian Institutes of Health Research; Global Affairs Canada; International Development Research Centre","keywords":"Bubble; Psychology; Medicine; Environmental health; Mechanics; Physics","score_opus":0.19458873161959123,"score_gpt":0.4598821494509197,"score_spread":0.2652934178313285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241696741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94360316,0.0021486809,0.0005231143,0.01880821,0.00048185268,0.012974036,0.00021689116,0.00044896817,0.020795077],"genre_scores_gemma":[0.996391,0.00020488047,0.0007770267,0.00015591679,0.0006759336,0.00031866186,0.00041297238,0.0002110233,0.00085259153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9878798,0.002786017,0.00055284746,0.0018735117,0.0049746553,0.0019331471],"domain_scores_gemma":[0.9942279,0.0012751949,0.00023606814,0.0017337094,0.0010659087,0.0014612352],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0038810223,0.0006747874,0.001344869,0.0010463232,0.0007355776,0.00024672667,0.00070407934,0.00039146343,0.0006066937],"category_scores_gemma":[0.0015360154,0.0005052458,0.00035204372,0.0012972893,0.00040630167,0.00008371606,0.0021564818,0.0093615195,0.0004077234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0095853815,0.0032106477,0.66903096,0.058174845,0.004695505,0.003952968,0.08399166,0.0011367986,0.0017398627,0.0011185323,0.048253417,0.11510942],"study_design_scores_gemma":[0.012213854,0.026759092,0.7131121,0.03017013,0.00028435368,0.000063842985,0.1409063,0.0012742658,0.011994234,0.00049861404,0.05992497,0.002798235],"about_ca_topic_score_codex":0.001763892,"about_ca_topic_score_gemma":0.00027464973,"teacher_disagreement_score":0.11231119,"about_ca_system_score_codex":0.0033174655,"about_ca_system_score_gemma":0.0016928434,"threshold_uncertainty_score":0.99973994},"labels":[],"label_agreement":null},{"id":"W4241718126","doi":"10.1016/j.amjmed.2018.09.021","title":"Sleep Disorders","year":2018,"lang":"en","type":"review","venue":"The American Journal of Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":351,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Narcolepsy; Restless legs syndrome; Insomnia; Sleep (system call); Sleep disorder; Sleep medicine; Psychiatry; Movement disorders; Psychological intervention; Physical medicine and rehabilitation; Physical therapy; Modafinil; Disease; Internal medicine","score_opus":0.0441293656862586,"score_gpt":0.39991551450822044,"score_spread":0.35578614882196186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241718126","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011359826,0.99210703,0.00023736329,0.004691976,0.0005405683,0.0004967058,0.000003826433,0.000012563389,0.0017963501],"genre_scores_gemma":[0.000326215,0.99425125,0.00028172604,0.00039516776,0.004465927,0.000007661932,0.00000573918,0.00008811992,0.00017818689],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961497,0.0006294293,0.0012096388,0.00023592882,0.0013403654,0.00043492357],"domain_scores_gemma":[0.99520504,0.0008558227,0.0023266296,0.0007467331,0.00046417245,0.0004016145],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021389518,0.00040968982,0.0036557692,0.0006280419,0.00008814009,0.000009153912,0.00083821086,0.00007370263,0.00047686693],"category_scores_gemma":[0.001264688,0.00017733395,0.0007095786,0.0012403659,0.00455588,0.000045712764,0.00011977437,0.0015654712,0.0001226635],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017493885,0.00004887389,0.000022177772,0.0014226101,0.00094056403,0.000095689335,0.00014528123,5.238186e-8,0.0000017381337,0.000026329259,0.003151194,0.9939706],"study_design_scores_gemma":[0.0010265779,0.0055656736,0.00008566357,0.008973309,0.0037269366,0.0040421104,0.00047155053,0.000005072432,5.847719e-7,0.00011745624,0.9758359,0.0001491361],"about_ca_topic_score_codex":0.000030458068,"about_ca_topic_score_gemma":0.0000021374676,"teacher_disagreement_score":0.99382144,"about_ca_system_score_codex":0.00024425518,"about_ca_system_score_gemma":0.00022863224,"threshold_uncertainty_score":0.99815315},"labels":[],"label_agreement":null},{"id":"W4243006922","doi":"10.1007/s11517-010-0674-2","title":"Sleep apnea monitoring and diagnosis based on pulse oximetery and tracheal sound signals","year":2010,"lang":"en","type":"article","venue":"Medical & Biological Engineering & Computing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Polysomnography; Sleep apnea; Apnea; Medicine; Gold standard (test); Breathing; Pulse oximetry; Sleep (system call); Obstructive sleep apnea; Hypopnea; Anesthesia; Audiology; Cardiology; Biomedical engineering; Computer science; Internal medicine","score_opus":0.0249724971726637,"score_gpt":0.2943668728796142,"score_spread":0.2693943757069505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243006922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98086613,0.0002225377,0.01731117,0.00067176,0.00037584334,0.00025635195,0.0000028322027,0.000160131,0.00013321894],"genre_scores_gemma":[0.9931393,0.000008757832,0.0058660726,0.00016749208,0.0007596877,0.000022547301,0.0000066859484,0.00002776254,0.000001639635],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99788046,0.00006849999,0.00035001623,0.0005452216,0.0005634094,0.0005924063],"domain_scores_gemma":[0.99692667,0.001991455,0.000044930308,0.00020755721,0.000055778215,0.0007736151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009795038,0.0002732929,0.00045925312,0.00016374006,0.00012568459,0.000052173444,0.00015012981,0.00037818175,0.00023474934],"category_scores_gemma":[0.003419719,0.00020251478,0.000080545244,0.00021373421,0.00026687683,0.000036768466,0.0001834252,0.0014672205,0.00001216515],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103099286,0.000263363,0.5917601,0.00017317403,0.00007025789,0.0002642883,0.00007310475,0.00046988172,0.030799834,0.00009422444,0.0000037986988,0.37592486],"study_design_scores_gemma":[0.0012473884,0.0005886256,0.44557235,0.00010662558,0.000026320482,0.000106738255,0.000022450427,0.5480919,0.0038450474,0.000028534503,0.00010683507,0.00025721954],"about_ca_topic_score_codex":0.0000114803115,"about_ca_topic_score_gemma":3.2798894e-7,"teacher_disagreement_score":0.54762197,"about_ca_system_score_codex":0.00003671327,"about_ca_system_score_gemma":0.000011388386,"threshold_uncertainty_score":0.8258313},"labels":[],"label_agreement":null},{"id":"W4243881080","doi":"10.1111/jpc.15172","title":"Letter to the Editor","year":2020,"lang":"en","type":"letter","venue":"Journal of Paediatrics and Child Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Engineering and Physical Sciences Research Council","keywords":"Medicine; Continuous positive airway pressure; Polysomnography; Nose; Airway management; Throat; Otorhinolaryngology; Tonsillectomy; Airway; Pediatrics; Intensive care medicine; Obstructive sleep apnea; Surgery; Anesthesia","score_opus":0.018217918086165144,"score_gpt":0.30144029472433814,"score_spread":0.283222376638173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243881080","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013505442,0.0037685623,0.00019250157,0.9900116,0.005225375,0.00043142983,0.000045162942,0.0000063982825,0.00018393042],"genre_scores_gemma":[0.00040135786,0.0011646118,0.0003231999,0.69206464,0.30593395,0.000001885319,0.000009663063,0.000033332282,0.00006735991],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972862,0.00017048603,0.0006442516,0.00021803661,0.0012402432,0.0004408103],"domain_scores_gemma":[0.998198,0.00021176474,0.00054093637,0.00023416657,0.00031909812,0.0004960742],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006786937,0.0002095148,0.0006531428,0.00033416052,0.00018788288,0.000057840043,0.00026217152,0.00025974776,0.000042975706],"category_scores_gemma":[0.00034353702,0.00012179209,0.00022275954,0.00036537743,0.00005052248,0.00004083875,0.00011454952,0.0056156926,0.000035504378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049775746,0.00001817887,0.000639221,0.0004176603,0.00008555338,0.0004345784,0.00023360497,3.6762702e-7,6.095084e-7,0.0000037367843,0.99399275,0.0041239713],"study_design_scores_gemma":[0.0006579901,0.0010309431,0.002101472,0.00009561229,0.000095758274,0.0003343681,0.000026538857,0.0000069768425,0.000001491554,0.00002866914,0.995523,0.00009717573],"about_ca_topic_score_codex":0.0000113119895,"about_ca_topic_score_gemma":0.0000017013078,"teacher_disagreement_score":0.3007086,"about_ca_system_score_codex":0.00019096037,"about_ca_system_score_gemma":0.0003437884,"threshold_uncertainty_score":0.9966784},"labels":[],"label_agreement":null},{"id":"W4244837515","doi":"10.1213/ane.0000000000001034","title":"In Response","year":2016,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Opioid; Obstructive sleep apnea; Chronic pain; Perioperative; Sleep apnea; Anesthesia; Population; Morphine; Internal medicine; Physical therapy; Receptor","score_opus":0.019459717453133962,"score_gpt":0.2975756543964206,"score_spread":0.2781159369432866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244837515","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048489403,0.00031708684,0.000012606046,0.9488897,0.000057043533,0.0006232341,0.000004450907,0.00007308836,0.001533413],"genre_scores_gemma":[0.01904188,0.00006646013,0.000248449,0.9444771,0.004565963,0.00012281026,0.00007664829,0.00023187025,0.031168815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960381,0.000655567,0.00047538627,0.0007945312,0.0010400326,0.0009963796],"domain_scores_gemma":[0.99785054,0.0005659601,0.00013878958,0.0010996372,0.00017994732,0.00016515263],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00086342555,0.00046747678,0.00084700313,0.001104255,0.000050257782,0.000035756646,0.00040111228,0.0011165523,0.0018182313],"category_scores_gemma":[0.00020277196,0.0003553637,0.00028510115,0.00053426897,0.00027331847,0.00013028774,0.00004948563,0.0021310097,0.002108908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015982324,0.00003863567,0.0049904203,0.0001592959,0.00010420875,0.10809574,0.000058820962,3.6175997e-8,0.0011966147,0.000055455526,0.8807434,0.0029591646],"study_design_scores_gemma":[0.0012799172,0.00030105616,0.045042984,0.00025468893,0.000077996905,0.0032784226,0.000012654639,0.0000063368702,0.00042797133,0.00023563436,0.94871294,0.00036937866],"about_ca_topic_score_codex":0.000068227135,"about_ca_topic_score_gemma":0.0000036324889,"teacher_disagreement_score":0.10481732,"about_ca_system_score_codex":0.0005087284,"about_ca_system_score_gemma":0.00024141542,"threshold_uncertainty_score":0.99988985},"labels":[],"label_agreement":null},{"id":"W4245587892","doi":"10.1097/aln.0000000000000684","title":"In Reply","year":2015,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Obstructive sleep apnea; Intensive care medicine; Acute coronary syndrome; Polysomnography; Emergency medicine; Cardiology; Internal medicine; Apnea; Myocardial infarction","score_opus":0.043392992616741274,"score_gpt":0.3258098124906959,"score_spread":0.2824168198739546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245587892","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08977767,0.00051412906,5.7819506e-7,0.90282786,0.0002611758,0.00048420255,0.0000035964545,0.00004589238,0.0060849204],"genre_scores_gemma":[0.004784067,0.000019624411,0.00019614592,0.9855146,0.0029963523,0.000058007317,0.0001877626,0.00006578135,0.0061776717],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809283,0.00027018637,0.0002806754,0.0005014364,0.0003177315,0.0005371674],"domain_scores_gemma":[0.9988188,0.00020242333,0.00007354093,0.00066112244,0.00016382651,0.00008024834],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034506404,0.00021609242,0.00066824915,0.00041584548,0.000013170626,0.0000050438944,0.0002044086,0.0009910817,0.0005221666],"category_scores_gemma":[0.00042699315,0.00017905777,0.00008677652,0.00019370225,0.00023071136,0.00003315818,0.000066403685,0.0023645887,0.0012745953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009100187,0.000022968201,0.017987318,0.00008109751,0.000028363142,0.02610991,0.000053482145,8.293469e-8,0.00006119103,0.000013414881,0.954472,0.0010791675],"study_design_scores_gemma":[0.00070403796,0.0005123991,0.01645584,0.000025160845,0.000024924284,0.0018505126,0.000014356067,0.0000051092284,0.00006033659,0.00091868377,0.9792812,0.00014746793],"about_ca_topic_score_codex":0.00021255646,"about_ca_topic_score_gemma":0.0000051016614,"teacher_disagreement_score":0.0849936,"about_ca_system_score_codex":0.00020926856,"about_ca_system_score_gemma":0.000163608,"threshold_uncertainty_score":0.999937},"labels":[],"label_agreement":null},{"id":"W4245738790","doi":"10.2196/preprints.17252","title":"Distinguishing Obstructive Versus Central Apneas in Infrared Video of Sleep Using Deep Learning: Validation Study (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vector Institute; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Central sleep apnea; Apnea; Obstructive sleep apnea; Medicine; Breathing; Sleep apnea; Hypopnea; Anesthesia; Polysomnography","score_opus":0.048784858160686645,"score_gpt":0.34326281255019475,"score_spread":0.2944779543895081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245738790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98011,0.00007625075,0.0051133875,0.000026817304,0.0014961268,0.004279678,0.000011271522,0.000117068266,0.008769385],"genre_scores_gemma":[0.99327105,0.0000058383407,0.0060874163,0.0000046967016,0.00019954912,0.00006312398,0.00013315264,0.000101716876,0.00013342673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945391,0.0006925043,0.0011799699,0.0013505693,0.0014229674,0.00081488566],"domain_scores_gemma":[0.996249,0.00065349333,0.00071810803,0.0011805084,0.0009452151,0.00025367033],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010578472,0.0005546663,0.0012723955,0.0007957941,0.00008805558,0.00011138456,0.0005127393,0.00047499023,0.00044507504],"category_scores_gemma":[0.0064873714,0.0005709418,0.00028860586,0.00059057726,0.00018109413,0.00021589456,0.0020933289,0.0027244806,0.000025316707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00227003,0.00070925057,0.89883107,0.00064521586,0.000739107,0.000091375,0.006949157,0.07763113,0.0021451067,0.00014035635,9.1560264e-7,0.009847291],"study_design_scores_gemma":[0.00868197,0.0006905132,0.81567025,0.00038946845,0.00039656565,0.0000126899895,0.013845586,0.15319031,0.0061488706,0.00038561257,0.000014245796,0.00057391904],"about_ca_topic_score_codex":0.0019787776,"about_ca_topic_score_gemma":0.00011097006,"teacher_disagreement_score":0.08316083,"about_ca_system_score_codex":0.001986764,"about_ca_system_score_gemma":0.00025718036,"threshold_uncertainty_score":0.9996742},"labels":[],"label_agreement":null},{"id":"W4246598323","doi":"10.1111/j.1440-1843.2006.00837.x","title":"EDITORIAL","year":2006,"lang":"es","type":"editorial","venue":"Respirology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Respiratory Medicine; Library science; Family medicine; Psychiatry","score_opus":0.010543054551852499,"score_gpt":0.3187414130340435,"score_spread":0.308198358482191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246598323","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016050144,0.0012177288,0.00004475907,0.0007777527,0.97349083,0.0010712612,0.00043719722,0.00015833369,0.021197122],"genre_scores_gemma":[0.0012550101,0.00019698143,0.00009058097,0.000071186194,0.99106085,0.00013121747,0.0011837982,0.0002549903,0.0057553537],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907109,0.000979696,0.0011921541,0.0017001467,0.0033261946,0.002090922],"domain_scores_gemma":[0.99274915,0.0031613691,0.00051712064,0.0015579284,0.0014502802,0.0005641341],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001445852,0.00096504815,0.001987082,0.0009422289,0.00026217455,0.00011033604,0.0009782729,0.006329805,0.001547629],"category_scores_gemma":[0.006788566,0.00092460786,0.0005724083,0.0005505415,0.0012339758,0.00010808931,0.0006507956,0.0054165693,0.0050234594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030187496,0.00035864208,0.001542502,0.00040749751,0.000537691,0.0003506197,0.000025505053,0.0000047938975,0.0029570055,0.00036091043,0.9859658,0.0044703106],"study_design_scores_gemma":[0.0062572933,0.0025710473,0.0014343788,0.0000871967,0.0005439459,0.000019378218,0.000012702314,0.000037484853,0.00023777378,0.0004202882,0.9877643,0.0006141915],"about_ca_topic_score_codex":0.00088228035,"about_ca_topic_score_gemma":0.000067611625,"teacher_disagreement_score":0.01757005,"about_ca_system_score_codex":0.0009869392,"about_ca_system_score_gemma":0.0010517911,"threshold_uncertainty_score":0.9993651},"labels":[],"label_agreement":null},{"id":"W4246924847","doi":"10.15331/jdsm.7092","title":"28th Annual Meeting of the American Academy of Dental Sleep Medicine: San Antonio, TX, June 7-9, 2019","year":2019,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; University of British Columbia","funders":"Vrije Universiteit Amsterdam; Universiteit van Amsterdam","keywords":"Gerontology; Sleep medicine; Medicine; Family medicine; Psychiatry; Sleep disorder","score_opus":0.012207646384088996,"score_gpt":0.32402359812873877,"score_spread":0.31181595174464977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246924847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860223,0.002557886,0.00004008246,0.0061417543,0.0015949637,0.00074866554,0.000033551478,0.000015560887,0.0028452266],"genre_scores_gemma":[0.99657494,0.00027314114,0.0003753252,0.00073212985,0.0014784808,0.000002888503,0.0000109780285,0.000077038574,0.00047507664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925443,0.0003891457,0.0021718405,0.00042607659,0.0037612845,0.0007073315],"domain_scores_gemma":[0.9948383,0.0005748228,0.0029014722,0.00050666067,0.00057758426,0.0006011441],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022584312,0.00046721892,0.002081495,0.0007358749,0.00009785033,0.000006604762,0.0010075789,0.00019058373,0.0014947528],"category_scores_gemma":[0.0012073979,0.00027715473,0.00047311586,0.0016101481,0.0024200364,0.00031871157,0.00043094595,0.0016594374,0.00003190162],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002046951,0.00041644048,0.6742101,0.00028160893,0.0008580882,0.00011640585,0.0013280663,0.000038976097,0.29763755,0.00008807341,0.0068643074,0.016113494],"study_design_scores_gemma":[0.017039407,0.0069414647,0.88665533,0.002786404,0.0014074749,0.003925169,0.019919304,0.0005039146,0.057125356,0.000097406686,0.0031890578,0.0004097001],"about_ca_topic_score_codex":0.00036433138,"about_ca_topic_score_gemma":0.000038339116,"teacher_disagreement_score":0.24051219,"about_ca_system_score_codex":0.00041933646,"about_ca_system_score_gemma":0.000085454405,"threshold_uncertainty_score":0.99996805},"labels":[],"label_agreement":null},{"id":"W4246963682","doi":"10.1016/s0716-8640(13)70190-1","title":"Buscando en casa los brazos de morfeo","year":2013,"lang":"es","type":"article","venue":"Revista Médica Clínica Las Condes","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Sleep apnea syndromes; Gynecology; Apnea; Internal medicine; Polysomnography; Philosophy","score_opus":0.015418967975087463,"score_gpt":0.31692289242023414,"score_spread":0.3015039244451467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246963682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9286663,0.017597483,0.00038342574,0.0070607034,0.00030613635,0.0039503286,0.00030311357,0.00030355816,0.04142898],"genre_scores_gemma":[0.9862511,0.002376347,0.0013084096,0.0008871346,0.0011248658,0.0002527908,0.00007376582,0.00019931133,0.0075262687],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936056,0.0010273611,0.0011187972,0.0011458377,0.0013371008,0.0017653021],"domain_scores_gemma":[0.99417216,0.0016906208,0.00035488207,0.0017525613,0.000667787,0.0013619643],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010269774,0.00074096106,0.0014044265,0.00040689166,0.0003063844,0.00073865877,0.0010000921,0.0005928647,0.018415779],"category_scores_gemma":[0.0030191161,0.00066017895,0.00050734036,0.0007907617,0.001218812,0.00042796982,0.00055131386,0.0015358378,0.006880748],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009640458,0.002016079,0.35814184,0.009616371,0.0040968442,0.0018661692,0.0011209756,0.000009840676,0.29001048,0.08238788,0.056318726,0.19345075],"study_design_scores_gemma":[0.010812597,0.0014112276,0.3197747,0.003382566,0.001662267,0.00093272346,0.0012963093,0.003941847,0.014471696,0.0009077029,0.6393836,0.0020227681],"about_ca_topic_score_codex":0.0006473738,"about_ca_topic_score_gemma":0.000010193784,"teacher_disagreement_score":0.58306485,"about_ca_system_score_codex":0.0008219832,"about_ca_system_score_gemma":0.00067782775,"threshold_uncertainty_score":0.999585},"labels":[],"label_agreement":null},{"id":"W4248543989","doi":"10.1097/sa.0b013e318287d563","title":"Society for Ambulatory Anesthesia Consensus Statement on Preoperative Selection of Adult Patients With Obstructive Sleep Apnea Scheduled for Ambulatory Surgery","year":2013,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Ambulatory; Obstructive sleep apnea; Sleep apnea; Anesthesia; Selection (genetic algorithm); Surgery","score_opus":0.025490468239341018,"score_gpt":0.27989020979646073,"score_spread":0.2543997415571197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248543989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951219,0.000033521428,0.0002759958,0.00020241822,0.00006652863,0.0041581667,0.00009724533,0.00003411452,0.000010104271],"genre_scores_gemma":[0.99352396,0.0000030373308,0.0052403877,0.00021873967,0.000036876398,0.0005214775,0.00035651666,0.00007058046,0.000028440201],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970196,0.00056142797,0.0008027487,0.00061816466,0.00042849273,0.0005695794],"domain_scores_gemma":[0.9907943,0.0030907772,0.00058960915,0.00036584525,0.00499175,0.00016771203],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010211058,0.00035357964,0.0010926198,0.00022559456,0.0001295267,0.000008160304,0.00012510584,0.00028412134,0.00006347957],"category_scores_gemma":[0.0010928574,0.0002765573,0.00030333674,0.00030892948,0.00075649744,0.00009229974,0.000021403086,0.00022065383,0.0000066341036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007936723,0.0007031382,0.9834304,0.0004599739,0.00082144723,0.0000021288204,0.0003066914,0.00007836722,0.0022031616,0.00019088962,0.0005097405,0.0033573448],"study_design_scores_gemma":[0.003997871,0.0054811337,0.9689271,0.000055529905,0.00010779999,0.000014140132,0.00033789413,0.0014332462,0.019288704,0.00008774669,0.00002187123,0.0002469606],"about_ca_topic_score_codex":0.00044141742,"about_ca_topic_score_gemma":0.000056517863,"teacher_disagreement_score":0.017085541,"about_ca_system_score_codex":0.00020247666,"about_ca_system_score_gemma":0.00028522,"threshold_uncertainty_score":0.99996865},"labels":[],"label_agreement":null},{"id":"W4249110870","doi":"10.1503/cmaj.051673","title":"What's Up, Doc?","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; World Wide Web","score_opus":0.008732951137960373,"score_gpt":0.27414046633982864,"score_spread":0.2654075152018683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249110870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7317387,0.0009870225,0.0001401735,0.22146913,0.011974549,0.00035449155,0.000025719042,0.000059032205,0.033251185],"genre_scores_gemma":[0.9738777,0.00013051853,0.00014314821,0.008326965,0.007010588,0.000006275387,0.000029009172,0.000030630552,0.010445123],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965781,0.000121477075,0.00034631512,0.00014341643,0.0021934025,0.0006172835],"domain_scores_gemma":[0.9970464,0.00011750212,0.00011116883,0.00010768868,0.0006523674,0.001964878],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013420639,0.00009836174,0.00020180593,0.00027584823,0.00021512003,0.00023060966,0.00014374535,0.00032569183,0.009149371],"category_scores_gemma":[0.0014571192,0.0000878914,0.000113819646,0.00030133614,0.000054649347,0.00031344578,0.000013261475,0.0011941547,0.0004121629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003158874,0.000073813084,0.31924993,0.000016980071,0.00022512104,0.0029822453,0.00014419573,0.0000023126292,0.00019636827,0.0018283857,0.5703697,0.104879335],"study_design_scores_gemma":[0.002020236,0.000066816436,0.25386953,0.000066095505,0.00003343573,0.001475272,0.00046529053,0.0002522209,0.00011437102,0.0006488167,0.7408621,0.00012583469],"about_ca_topic_score_codex":0.0039512645,"about_ca_topic_score_gemma":0.018944563,"teacher_disagreement_score":0.24213904,"about_ca_system_score_codex":0.002213864,"about_ca_system_score_gemma":0.0019089308,"threshold_uncertainty_score":0.99895716},"labels":[],"label_agreement":null},{"id":"W4249367903","doi":"10.1111/jsr.31_12618","title":"Effect of obstructive sleep apnea treatment on renal function in patients with cardiovascular disease","year":2017,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Obstructive sleep apnea; Medicine; Disease; Renal function; Cardiology; Sleep apnea; Internal medicine; Sleep (system call); Intensive care medicine; Computer science","score_opus":0.026867430399051415,"score_gpt":0.3309390154958565,"score_spread":0.3040715850968051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249367903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99710417,0.0003698223,0.00008221304,0.00018382647,0.00017755713,0.0011600517,0.000014989749,0.0000048064276,0.0009025722],"genre_scores_gemma":[0.99944746,0.00003071746,0.00010181635,0.0000035192409,0.0002836587,0.00003322048,0.0000070997435,0.000042404645,0.00005012766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939471,0.0008728767,0.00050523964,0.00037793655,0.0037080112,0.0005888428],"domain_scores_gemma":[0.9957787,0.000467217,0.00033580494,0.0012139601,0.0016624371,0.00054188585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031085042,0.00025021558,0.0008538719,0.0010613581,0.00027562666,0.00006928707,0.00039096532,0.00010889127,0.00006564215],"category_scores_gemma":[0.001716637,0.0001542068,0.00047289502,0.000354724,0.0005523942,0.0003545388,0.00012424008,0.0009953814,0.000020310206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05300239,0.000953652,0.625042,0.00016715647,0.0025157584,0.0007717791,0.000105127154,0.00043345097,0.00039741173,0.000029159903,0.000009239034,0.31657287],"study_design_scores_gemma":[0.019489557,0.028609104,0.9439395,0.00028947773,0.0004929423,0.000019699843,0.00006426802,0.00043962034,0.006307868,0.00005402537,0.00017363916,0.00012031456],"about_ca_topic_score_codex":0.000106080224,"about_ca_topic_score_gemma":0.000005717024,"teacher_disagreement_score":0.3188975,"about_ca_system_score_codex":0.0010027208,"about_ca_system_score_gemma":0.00014112788,"threshold_uncertainty_score":0.6288371},"labels":[],"label_agreement":null},{"id":"W4250222824","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a3347","title":"Alternative Tests for the Identification of Obstructive Sleep Apnea in Children: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Paediatric Society; University of British Columbia; University of Manitoba; University of Alberta; Brandon Regional Health Authority; University of Toronto; Montreal Children's Hospital; BC Children's Hospital; College of Family Physicians of Canada; University of Saskatchewan; Hospital for Sick Children; Canadian Thoracic Society; Vancouver Island University; Alberta Children's Hospital; Brandon University","funders":"","keywords":"Obstructive sleep apnea; Identification (biology); Medicine; Systematic review; Sleep apnea; Computer science; Sleep (system call); Intensive care medicine; MEDLINE; Internal medicine; Biology","score_opus":0.05254478313844149,"score_gpt":0.3917881506153968,"score_spread":0.33924336747695527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250222824","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000028311647,0.97628784,0.0015743123,0.00007384242,0.00014536132,0.021629995,0.00013681367,0.000017291895,0.00013170626],"genre_scores_gemma":[0.00011315951,0.9944991,0.00027597445,0.00004570347,0.00010466772,0.0043563596,0.00027715773,0.00007382148,0.00025405464],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99523944,0.00063201145,0.0023856545,0.0006571972,0.0007497744,0.00033591894],"domain_scores_gemma":[0.9942792,0.0020393203,0.0014315547,0.001306613,0.0008586031,0.00008470965],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017509421,0.00044662962,0.004426904,0.00035380106,0.00005334793,0.000030243467,0.0005794186,0.00019266327,0.00008144396],"category_scores_gemma":[0.0056174877,0.00025140113,0.0010200739,0.0012211306,0.00017447879,0.0000809106,0.00016920245,0.0005489535,0.000032978118],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003850648,0.00008939721,0.00001940022,0.8268813,0.0017096611,0.0000049112955,0.00003683,2.7289394e-7,0.0000012981885,0.0009826375,0.000019332801,0.17025115],"study_design_scores_gemma":[0.0007902162,0.00011585132,0.00013837138,0.9790762,0.015601327,0.0005086018,0.00016423775,0.00034982018,0.00004509919,0.000095261195,0.00271592,0.00039909128],"about_ca_topic_score_codex":0.000038277085,"about_ca_topic_score_gemma":0.000006362324,"teacher_disagreement_score":0.16985205,"about_ca_system_score_codex":0.0004055809,"about_ca_system_score_gemma":0.00018061353,"threshold_uncertainty_score":0.9999938},"labels":[],"label_agreement":null},{"id":"W4250257283","doi":"10.1067/mpd.2002.122089","title":"Reply","year":2002,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Adenoid hypertrophy; Fluticasone; Fluticasone propionate; Sinusitis; Randomized controlled trial; Obstructive sleep apnea; Adenoid; Pediatrics; Asthma; Internal medicine; Surgery; Adenoidectomy; Tonsillectomy","score_opus":0.03432644395177474,"score_gpt":0.29502610745915503,"score_spread":0.2606996635073803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250257283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763032,0.0042508915,0.000587038,0.010424813,0.00039965307,0.00012452841,0.000001504677,0.000010352904,0.007897978],"genre_scores_gemma":[0.99493206,0.0012184591,0.0007145967,0.00051377504,0.0017383283,1.9726437e-7,1.14956904e-7,0.000012351626,0.0008701117],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99889266,0.000072361356,0.00025587564,0.00004027956,0.00058569544,0.00015311986],"domain_scores_gemma":[0.9989396,0.00022694893,0.00017573025,0.0001959287,0.00034017453,0.00012162552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007743537,0.000055252924,0.0001381284,0.0001449952,0.000049340702,0.0000086908085,0.00016502524,0.000027638725,0.00043090645],"category_scores_gemma":[0.000707876,0.000030623956,0.00007866377,0.00032798812,0.000055411354,0.00006555761,0.000034423374,0.0004388025,0.00011768254],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017299121,0.0014647428,0.32280782,0.00060880015,0.00022959395,0.0019103737,0.006611207,0.000118028125,0.012487198,0.0006897047,0.45736882,0.19397381],"study_design_scores_gemma":[0.032859534,0.01622271,0.59265393,0.00014482542,0.008587037,0.04459303,0.00732128,0.0044185477,0.017177138,0.0051698014,0.26941174,0.0014404068],"about_ca_topic_score_codex":0.0000032040236,"about_ca_topic_score_gemma":1.8030941e-7,"teacher_disagreement_score":0.26984614,"about_ca_system_score_codex":0.00006113616,"about_ca_system_score_gemma":0.00001899182,"threshold_uncertainty_score":0.47181237},"labels":[],"label_agreement":null},{"id":"W4250872194","doi":"10.1016/b978-0-12-816512-6.00047-1","title":"Dentition and Dental Care","year":2008,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Dentition; Dental care; Dentistry; Psychology; Medicine","score_opus":0.016898103917170545,"score_gpt":0.27238509854196774,"score_spread":0.2554869946247972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250872194","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055352254,0.005857928,0.0000011539989,0.000018475504,0.00018988407,0.00077747944,0.000043468364,0.00005237969,0.98752403],"genre_scores_gemma":[0.03007528,0.0004644839,0.00024652475,0.00010632934,0.00045140972,0.00002437939,0.00012590944,0.00010674244,0.9683989],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998495,0.000014293037,0.00023811735,0.00043281887,0.0005693136,0.00025050147],"domain_scores_gemma":[0.99911964,0.000022703129,0.00008275348,0.00035276543,0.00019984806,0.00022227976],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000047722526,0.00029325637,0.00042872684,0.00023388569,0.000117117605,0.000023665203,0.00008357829,0.00030608257,0.00037370255],"category_scores_gemma":[0.000015626585,0.0002812345,0.0001672134,0.000008848338,0.00033636554,0.00003202281,0.0001463116,0.0005697633,0.00028699182],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005015425,0.000005907368,0.00055958604,0.00030064397,0.00015379237,0.0005687747,0.00032264265,8.055216e-9,0.00017151628,0.00047637662,0.00007413413,0.9973165],"study_design_scores_gemma":[0.0013638126,0.00025263484,0.0020979394,0.00048030858,0.0003021249,0.0012390929,0.00010316929,0.0000025764227,0.0004545727,0.000401346,0.9929286,0.00037382016],"about_ca_topic_score_codex":7.8681467e-7,"about_ca_topic_score_gemma":0.000028425116,"teacher_disagreement_score":0.99694264,"about_ca_system_score_codex":0.0002473307,"about_ca_system_score_gemma":0.000061786915,"threshold_uncertainty_score":0.999964},"labels":[],"label_agreement":null},{"id":"W4251121709","doi":"10.1136/thx.56.7.508","title":"Reduction in motor vehicle collisions following treatment of sleep apnoea with nasal CPAP","year":2001,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Continuous positive airway pressure; Body mass index; Christian ministry; Anesthesia; Surgery; Internal medicine; Obstructive sleep apnea","score_opus":0.028166478608288262,"score_gpt":0.3267576328181419,"score_spread":0.29859115420985366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251121709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99583834,0.00017531015,0.00009090385,0.00045015832,0.0001002632,0.0006531073,0.0000050268345,0.000032295517,0.002654615],"genre_scores_gemma":[0.99759096,0.000028287595,0.0014827524,0.0000065885683,0.00009802226,0.00005285017,0.0000115008925,0.00002395116,0.00070506474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998891,0.000059665814,0.00019628495,0.0002299917,0.000358492,0.00026457626],"domain_scores_gemma":[0.9994261,0.00004704089,0.000043645472,0.00028755778,0.00007795206,0.0001176978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012938592,0.00011794827,0.00028009113,0.00021078782,0.00004898643,0.000007503407,0.000054682947,0.000061910425,0.00008692044],"category_scores_gemma":[0.000042412597,0.00008864391,0.00007896554,0.00055372796,0.00007435072,0.00008734627,0.000018256107,0.00009921914,0.000025294254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004034566,0.0017308742,0.5070716,0.000046082525,0.0003275565,0.00069834385,0.0016452811,0.00013133972,0.40539253,0.00021328565,0.00001942459,0.07868909],"study_design_scores_gemma":[0.017001776,0.0090137515,0.78380096,0.0002588678,0.00034480472,0.00032688456,0.0042170323,0.0063022715,0.1761832,0.00016489848,0.0019868927,0.00039865464],"about_ca_topic_score_codex":0.00027331343,"about_ca_topic_score_gemma":0.000040807616,"teacher_disagreement_score":0.27672935,"about_ca_system_score_codex":0.00033610073,"about_ca_system_score_gemma":0.000047241014,"threshold_uncertainty_score":0.36147934},"labels":[],"label_agreement":null},{"id":"W4251370584","doi":"10.21203/rs.3.rs-117924/v1","title":"Perioperative Adherence to Continuous Positive Airway Pressure and its Effect on Postoperative Nocturnal Hypoxemia in Obstructive Sleep Apnea Patients: a Prospective Cohort Study","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; London Health Sciences Centre; University of Toronto","funders":"University Health Network","keywords":"Medicine; Continuous positive airway pressure; Hypoxemia; Obstructive sleep apnea; Anesthesia; Perioperative; Prospective cohort study; Sleep apnea; Oxygen saturation; Surgery; Oxygen","score_opus":0.023031478181427322,"score_gpt":0.35930555097121886,"score_spread":0.33627407278979154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251370584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9461984,0.000594045,0.00002171485,0.0008709513,0.00027067718,0.04687788,0.0011066963,0.00010135579,0.0039582765],"genre_scores_gemma":[0.99149066,0.000021369435,0.00013626297,0.00012473614,0.00030490893,0.0070379544,0.00024022078,0.00019407713,0.0004498335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9845574,0.004620933,0.0009702614,0.003684904,0.004446468,0.001720024],"domain_scores_gemma":[0.98938483,0.0016858937,0.000243467,0.0010715207,0.0062441495,0.001370124],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0022570991,0.0012694872,0.0024912353,0.0015247699,0.00058244925,0.00047215127,0.00080793165,0.0007157313,0.00025819396],"category_scores_gemma":[0.008798319,0.0010531573,0.0002752908,0.0018250641,0.0006086582,0.00033212526,0.0033064338,0.008947919,0.00022912896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017599935,0.0023897237,0.91882664,0.0010317428,0.0024012527,0.0013994708,0.042875804,0.00016699608,0.0029707453,0.00027306797,0.00006093149,0.010003713],"study_design_scores_gemma":[0.008670934,0.0544321,0.9148283,0.0014648455,0.00026611748,0.000022493752,0.00792317,0.0013770586,0.01009162,0.00006619791,0.00002782986,0.0008293327],"about_ca_topic_score_codex":0.0007555866,"about_ca_topic_score_gemma":0.00024313752,"teacher_disagreement_score":0.052042376,"about_ca_system_score_codex":0.0021881016,"about_ca_system_score_gemma":0.00063324557,"threshold_uncertainty_score":0.999551},"labels":[],"label_agreement":null},{"id":"W4251502475","doi":"10.1007/978-3-642-28753-4_2999","title":"Orofacial Pain, Sleep Disturbance","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Disturbance (geology); Orofacial pain; Sleep disorder; Sleep (system call); Psychology; Medicine; Physical medicine and rehabilitation; Neuroscience; Computer science; Physical therapy; Biology; Cognition","score_opus":0.02137585074748234,"score_gpt":0.2674916296505922,"score_spread":0.24611577890310987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251502475","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009245258,0.0005152745,0.0010038228,0.0010688162,0.0003117162,0.0010139765,0.000026736318,0.00014948862,0.9958177],"genre_scores_gemma":[0.00791778,0.000049318034,0.0009951493,0.0008226389,0.00095099385,0.000038245118,0.00011895916,0.00012930288,0.9889776],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781334,0.000024692888,0.00033538693,0.00056983886,0.00083403656,0.00042270796],"domain_scores_gemma":[0.9983283,0.00011849952,0.00010024387,0.0006974894,0.00042904832,0.00032641718],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025228833,0.00039833982,0.0006058226,0.0001757225,0.00006620899,0.000033914024,0.00020332319,0.00046377027,0.055487886],"category_scores_gemma":[0.00020631166,0.00031312925,0.0002494942,0.000032479118,0.0002782243,0.000065558015,0.00015404909,0.0008416284,0.009517996],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019253287,0.000078901816,0.001018124,0.00042900446,0.00079386815,0.00037313395,0.000066383196,2.1088808e-7,0.0003661121,0.36014813,0.08187864,0.55465496],"study_design_scores_gemma":[0.0009788596,0.00034972173,0.0015918745,0.000117120726,0.00013336189,0.00003902633,0.000015758153,0.00022685324,0.00017076003,0.006492899,0.9893976,0.00048620324],"about_ca_topic_score_codex":0.000040636147,"about_ca_topic_score_gemma":0.000010623177,"teacher_disagreement_score":0.9075189,"about_ca_system_score_codex":0.00025895666,"about_ca_system_score_gemma":0.000050464714,"threshold_uncertainty_score":0.99993205},"labels":[],"label_agreement":null},{"id":"W4251890312","doi":"10.32920/ryerson.14646009","title":"Comprehensive insomnia assessment following mild traumatic brain injury","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"Insomnia; Primary Insomnia; Medicine; Obstructive sleep apnea; Traumatic brain injury; Sleep disorder; Psychiatry; Psychology; Internal medicine","score_opus":0.0871335758629182,"score_gpt":0.4154363757512163,"score_spread":0.3283027998882981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251890312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690311,0.00057482376,0.0036086221,0.004713073,0.0012590751,0.0019845457,0.000027493745,0.00020532502,0.018595949],"genre_scores_gemma":[0.96334106,0.000033396787,0.03272095,0.0015863727,0.00025729847,0.00019707436,0.00042148447,0.000107440384,0.0013349056],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99582994,0.00036402093,0.0007008355,0.0010327355,0.001444085,0.0006283597],"domain_scores_gemma":[0.9972615,0.0003960657,0.00015576254,0.0013324085,0.00046171554,0.0003925453],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038328368,0.0005287816,0.0012652569,0.0004207694,0.00011155599,0.00018802418,0.00035786963,0.00049084047,0.0017563932],"category_scores_gemma":[0.0002484256,0.00048565882,0.0007508969,0.000354441,0.00012000218,0.00009921664,0.0015986412,0.002351981,0.00007929238],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010902598,0.0077640973,0.16390577,0.031764336,0.031312045,0.010762955,0.011773474,0.00038960399,0.3171094,0.0038754733,0.03017236,0.39008024],"study_design_scores_gemma":[0.012654071,0.0013923782,0.8957659,0.0053794985,0.0019714013,0.00020779994,0.023516284,0.021362735,0.022544876,0.0016813084,0.010465183,0.0030585811],"about_ca_topic_score_codex":0.00028127548,"about_ca_topic_score_gemma":0.00002916774,"teacher_disagreement_score":0.7318601,"about_ca_system_score_codex":0.00086926937,"about_ca_system_score_gemma":0.0006168494,"threshold_uncertainty_score":0.99994963},"labels":[],"label_agreement":null},{"id":"W4252932863","doi":"10.1055/s-2000-9838","title":"Supine Cephalometric Analyses of an Adjustable Oral Appliance Used in the Treatment of Obstructive Sleep Apnea","year":2000,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Hospital and Health Sciences Centre; University of British Columbia","funders":"Australian Government","keywords":"Medicine; Supine position; Cephalometry; Obstructive sleep apnea; Oral appliance; Pharynx; Polysomnography; Orthodontics; Airway; Sleep apnea; Sagittal plane; Overjet; Dentistry; Hyoid bone; Apnea; Anesthesia; Malocclusion; Surgery; Anatomy","score_opus":0.04750154077522497,"score_gpt":0.34456803101250827,"score_spread":0.2970664902372833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252932863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962601,0.0015081422,0.00012560154,0.00008059231,0.00002787987,0.0006178587,0.00003103125,0.000015537642,0.0013332784],"genre_scores_gemma":[0.9977925,0.00014334345,0.001830895,0.00002349954,0.000061412895,0.000034167722,0.00003145967,0.000019263034,0.000063447114],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99826646,0.00015292552,0.0003902087,0.0003551697,0.0004827929,0.00035246328],"domain_scores_gemma":[0.99907184,0.00018837921,0.000100206365,0.00041849172,0.000110803245,0.00011029867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002970948,0.00020690224,0.0005760504,0.00045337502,0.00007403004,0.000020149373,0.00015527141,0.0000886732,0.00024619047],"category_scores_gemma":[0.00004089945,0.00013533644,0.00010812029,0.0014715088,0.00021959243,0.0002201949,0.000018434013,0.00016058,0.0000039758056],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006548224,0.0016346483,0.08394328,0.00014620654,0.00034782165,0.00013462412,0.0061870595,0.00014841449,0.018682288,0.00009082697,0.0000012909637,0.88802874],"study_design_scores_gemma":[0.0144888675,0.005670588,0.80989224,0.00012474295,0.0010101877,0.0003312562,0.011422192,0.0245326,0.13100769,0.0004931133,0.00052796776,0.00049859076],"about_ca_topic_score_codex":0.0014892105,"about_ca_topic_score_gemma":0.00005825898,"teacher_disagreement_score":0.88753015,"about_ca_system_score_codex":0.000107655156,"about_ca_system_score_gemma":0.000017058148,"threshold_uncertainty_score":0.55188596},"labels":[],"label_agreement":null},{"id":"W4253065910","doi":"10.21203/rs.2.9298/v2","title":"The Prevalence of Obstructive Sleep Apnea in Mild Cognitive Impairment: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto; University Health Network","funders":"University of Toronto; University Health Network Foundation; University Health Network","keywords":"Obstructive sleep apnea; Medicine; MEDLINE; Systematic review; Dementia; Polysomnography; Meta-analysis; Cognitive impairment; Physical therapy; Internal medicine; Pediatrics; Cognition; Psychiatry; Apnea; Disease","score_opus":0.09001437849748684,"score_gpt":0.44334542974139174,"score_spread":0.3533310512439049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253065910","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026341877,0.96380186,0.000003907837,0.000094395415,0.00011286858,0.034337875,0.00040643814,0.000027293498,0.0011890115],"genre_scores_gemma":[0.00047699208,0.99276066,0.000020285555,0.000014960453,0.00009228781,0.0048300438,0.00008801295,0.00014341123,0.001573363],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9847405,0.006111736,0.0022591013,0.0011777877,0.0041289036,0.0015819486],"domain_scores_gemma":[0.98467326,0.009437593,0.0008174175,0.0020918667,0.0026017537,0.00037809578],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0086701,0.0007121007,0.005188432,0.0012179242,0.00022848137,0.000070839924,0.0013141824,0.00046327614,0.00024905906],"category_scores_gemma":[0.011153687,0.00041858896,0.0012173746,0.0037484851,0.0010826535,0.00015664543,0.0008919991,0.0034228596,0.00075233163],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010255481,0.00021198476,0.00011410316,0.92637783,0.00073922216,0.000100067526,0.00015145664,2.836916e-8,2.5761597e-7,0.00017427822,0.000046992194,0.07198121],"study_design_scores_gemma":[0.000900006,0.00083044416,0.00034383778,0.9882992,0.0029522579,0.00015621587,0.0006589776,0.000032874428,0.000004253024,0.000036730955,0.0054524746,0.00033273723],"about_ca_topic_score_codex":0.00004475018,"about_ca_topic_score_gemma":0.000009856894,"teacher_disagreement_score":0.07164847,"about_ca_system_score_codex":0.0014172993,"about_ca_system_score_gemma":0.0009990113,"threshold_uncertainty_score":0.9998266},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4255018517","doi":"10.1213/ane.0000000000000459","title":"In Response","year":2015,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Perioperative; Obstructive sleep apnea; Intensive care medicine; Pulse oximetry; Pediatrics; Emergency medicine; Anesthesia","score_opus":0.031183537061554096,"score_gpt":0.31303761612674064,"score_spread":0.28185407906518656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255018517","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08225013,0.00060104893,0.0000042667516,0.9143806,0.00006054477,0.00068235927,0.0000033935428,0.000077490935,0.0019401241],"genre_scores_gemma":[0.022912381,0.0000329044,0.00045175888,0.9504507,0.0032114023,0.00011701437,0.00023823278,0.0002533762,0.022332199],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957571,0.0007447752,0.0004786391,0.0007462105,0.0014037982,0.00086945674],"domain_scores_gemma":[0.9978955,0.00031419168,0.00013573855,0.0010769842,0.00033904385,0.00023854565],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013140506,0.00046902976,0.0009236523,0.0011150271,0.00003993519,0.000045979228,0.00040169424,0.0011693258,0.00071534555],"category_scores_gemma":[0.00032654722,0.00042739205,0.00023208452,0.00079066673,0.00023678875,0.00012619198,0.00005398511,0.0030643188,0.001451097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014079927,0.000059664977,0.0034080937,0.00013153223,0.00007806123,0.10782598,0.00011670174,3.3830204e-7,0.00017525085,0.000020445557,0.886171,0.00060494215],"study_design_scores_gemma":[0.00134144,0.0004248683,0.029747667,0.00012284449,0.00010609659,0.0045424174,0.000045296627,0.0000395817,0.00012065937,0.00024781673,0.96287835,0.00038297137],"about_ca_topic_score_codex":0.0001751425,"about_ca_topic_score_gemma":0.000007390674,"teacher_disagreement_score":0.10328356,"about_ca_system_score_codex":0.0006855562,"about_ca_system_score_gemma":0.00047639987,"threshold_uncertainty_score":0.9998178},"labels":[],"label_agreement":null},{"id":"W4255830615","doi":"10.1378/chest.14-1071","title":"Response","year":2014,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Test (biology); Sign (mathematics); Polysomnography; Physical therapy; Sleep apnea; Medical physics; Apnea; Psychiatry","score_opus":0.04442834408929827,"score_gpt":0.32803104534937383,"score_spread":0.2836027012600756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255830615","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058457837,0.00024173252,0.00050453836,0.98723495,0.00074162456,0.00018507747,0.0000049610017,0.00003594396,0.0052053756],"genre_scores_gemma":[0.004781728,0.000037690552,0.002179714,0.9494173,0.027165359,0.000009432474,0.000042417196,0.00016284079,0.016203508],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721843,0.0004748893,0.0003544009,0.00027551502,0.0010784112,0.00059834885],"domain_scores_gemma":[0.99822,0.00040996572,0.00020312221,0.00049681775,0.00038958658,0.00028048118],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013724136,0.00026294222,0.00050410867,0.0004560152,0.00013694135,0.000112117115,0.00030376558,0.00073849777,0.0017221272],"category_scores_gemma":[0.0012331008,0.00020636356,0.00030113797,0.00014900023,0.00019575171,0.00005583006,0.000067210785,0.007596364,0.0010652711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064782077,0.000018733012,0.00049201807,0.00019224771,0.0001712401,0.010006085,0.000046869165,9.359492e-8,0.0016419095,0.0000014668616,0.9830982,0.0036832863],"study_design_scores_gemma":[0.0011709564,0.00034556157,0.0044883983,0.0001530177,0.00010946202,0.015608845,0.000013421583,0.000013871131,0.00063027674,0.000101993246,0.9771841,0.00018009104],"about_ca_topic_score_codex":0.000001330947,"about_ca_topic_score_gemma":8.909951e-8,"teacher_disagreement_score":0.037817653,"about_ca_system_score_codex":0.00044445507,"about_ca_system_score_gemma":0.00025855197,"threshold_uncertainty_score":0.9997125},"labels":[],"label_agreement":null},{"id":"W4280495964","doi":"10.1111/resp.14279","title":"Sleep‐disordered breathing was associated with lower health‐related quality of life and cognitive function in a cross‐sectional study of older adults","year":2022,"lang":"en","type":"article","venue":"Respirology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Global Health Research","funders":"National Health and Medical Research Council; Medical Research Council; Monash University; National Cancer Institute; National Institutes of Health; National Institute on Aging; ResMed; Victorian Cancer Agency","keywords":"Medicine; Epworth Sleepiness Scale; Quality of life (healthcare); Neurocognitive; Cross-sectional study; Mood; Physical therapy; Montreal Cognitive Assessment; Excessive daytime sleepiness; Polysomnography; Cognition; Internal medicine; Sleep disorder; Psychiatry; Apnea; Cognitive impairment","score_opus":0.028044809532371116,"score_gpt":0.33780571015435634,"score_spread":0.30976090062198525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280495964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978876,0.0003868988,0.000028925015,0.00021484277,0.00008676365,0.001231946,0.0000424805,0.000020225032,0.00010031296],"genre_scores_gemma":[0.9996699,0.0000015981548,0.0000057232573,0.00010827975,0.000011544289,0.00010255703,0.00005042973,0.000019949495,0.000030034635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99665606,0.0013183232,0.00075165235,0.00040622347,0.00057664356,0.0002910944],"domain_scores_gemma":[0.99842286,0.00054598885,0.00043547832,0.00015615068,0.00034082992,0.00009869352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016122188,0.00012621167,0.00057871616,0.0003600339,0.00013015249,0.000003865981,0.000057969348,0.00011027758,0.0003310759],"category_scores_gemma":[0.0011614762,0.00011778378,0.000043601216,0.0005756957,0.000226722,0.000052390198,0.00013354023,0.0006084638,8.096865e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022758057,0.0028453001,0.96812874,0.00008702274,0.0005276365,0.000027297468,0.0037798246,0.00012153563,0.00022539236,0.000026369726,0.0000018104388,0.0014710102],"study_design_scores_gemma":[0.022945667,0.009634767,0.9621734,0.000025707346,0.000039031387,0.000021940325,0.0043192655,0.00070889096,0.000008796348,0.00004361195,0.0000010787638,0.00007783751],"about_ca_topic_score_codex":0.0023371787,"about_ca_topic_score_gemma":0.0010225538,"teacher_disagreement_score":0.006789467,"about_ca_system_score_codex":0.00014565665,"about_ca_system_score_gemma":0.00011727863,"threshold_uncertainty_score":0.4803083},"labels":[],"label_agreement":null},{"id":"W4280517861","doi":"10.1016/j.sleep.2022.05.011","title":"Feasibility of split night polysomnography in children to diagnose and treat sleep related breathing disorders","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; Foothills Medical Centre; Stollery Children's Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Polysomnography; Gold standard (test); Cohort; Pediatrics; Airway; Breathing; Population; Anesthesia; Physical therapy; Apnea; Internal medicine","score_opus":0.011364695904895259,"score_gpt":0.2918620092512811,"score_spread":0.28049731334638583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280517861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98798823,0.002243424,0.000026060408,0.005566055,0.000144136,0.0018929612,0.000041786876,0.000058875565,0.0020384642],"genre_scores_gemma":[0.99899834,0.00009130955,0.00023327833,0.00025428098,0.00006818596,0.00012099336,0.00008966693,0.000045273417,0.000098692966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99676234,0.0003012276,0.00067229994,0.0007174863,0.0010053832,0.00054128683],"domain_scores_gemma":[0.9984008,0.00026954387,0.00012713126,0.00069520343,0.0000860015,0.0004213289],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011474958,0.00028317445,0.0007447001,0.0011416594,0.00016182252,0.0000058112782,0.00024177939,0.00008874033,0.0011106089],"category_scores_gemma":[0.00065927574,0.00024082653,0.00011781896,0.0020360574,0.00046323123,0.00009500622,0.00036219123,0.0007421137,0.000004843969],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005648066,0.00050914026,0.9438261,0.000071199414,0.00014690848,0.000056664205,0.0026833364,0.000027893764,0.0021323694,0.00027622032,0.00007593404,0.04962942],"study_design_scores_gemma":[0.008409722,0.0016580425,0.98633593,0.00008661348,0.0001766433,0.00014608132,0.001554457,0.00043052313,0.0002794943,0.00061689824,0.00010482272,0.00020079628],"about_ca_topic_score_codex":0.0018415439,"about_ca_topic_score_gemma":0.00011993413,"teacher_disagreement_score":0.049428623,"about_ca_system_score_codex":0.0002760126,"about_ca_system_score_gemma":0.00002647352,"threshold_uncertainty_score":0.99980253},"labels":[],"label_agreement":null},{"id":"W4280565341","doi":"10.1164/rccm.202111-2646le","title":"Continuous Positive Airway Pressure for Cognition in Sleep Apnea and Mild Cognitive Impairment: A Pilot Randomized Crossover Clinical Trial","year":2022,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Dementia Australia Research Foundation","keywords":"Continuous positive airway pressure; Medicine; Crossover study; Randomized controlled trial; Obstructive sleep apnea; Sleep apnea; Cognition; Apnea; Airway; Positive airway pressure; Clinical trial; Sleep (system call); Breathing; Intensive care; Anesthesia; Physical therapy; Intensive care medicine; Internal medicine; Psychiatry; Alternative medicine","score_opus":0.0382734701025829,"score_gpt":0.38246777064897447,"score_spread":0.34419430054639155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280565341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6307905,0.042573422,0.0015358323,0.302559,0.0032020435,0.016131131,0.0018241734,0.000060074533,0.0013238955],"genre_scores_gemma":[0.82610065,0.00015744557,0.00013952752,0.16667359,0.0063276417,0.00033118893,0.00013596744,0.000093924544,0.000040039045],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99222696,0.0029592977,0.0020339666,0.00073474296,0.0013571118,0.0006878928],"domain_scores_gemma":[0.9826874,0.013822385,0.00085404754,0.00021986653,0.0018760026,0.0005402579],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003716186,0.0005402241,0.0037990422,0.00069420016,0.00020021369,0.00004936211,0.00018142568,0.00035129607,0.0003279214],"category_scores_gemma":[0.011438755,0.00040602052,0.0005247124,0.0003211799,0.0071193366,0.0001528038,0.00013565218,0.004451321,8.867543e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9570461,0.00040665848,0.0009230033,0.0009479233,0.0011391778,0.0028299477,0.0011021047,1.0375363e-7,0.00002461726,0.000042116095,0.007824789,0.027713465],"study_design_scores_gemma":[0.8206506,0.14018358,0.0010367731,0.0013221754,0.0063569075,0.0005899581,0.008411161,0.000027233747,0.000038481947,0.00017883908,0.020745829,0.00045847095],"about_ca_topic_score_codex":0.000033194025,"about_ca_topic_score_gemma":0.000002556999,"teacher_disagreement_score":0.19531024,"about_ca_system_score_codex":0.00012948761,"about_ca_system_score_gemma":0.0002662427,"threshold_uncertainty_score":0.9998392},"labels":[],"label_agreement":null},{"id":"W4280576262","doi":"10.1007/s11517-022-02592-2","title":"Fluid–structure interaction modelling of the upper airway with and without obstructive sleep apnea: a review","year":2022,"lang":"en","type":"review","venue":"Medical & Biological Engineering & Computing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Airway; Medicine; Mechanism (biology); Intensive care medicine; Sleep apnea; Population; Surgery; Anesthesia","score_opus":0.04741417829847339,"score_gpt":0.31709585716306943,"score_spread":0.26968167886459604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280576262","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027183073,0.9824791,0.012543009,0.00011286128,0.000410738,0.0015020343,0.000020643321,0.00009086178,0.00012242842],"genre_scores_gemma":[0.020603657,0.9750577,0.0036126077,0.00013815312,0.00035120436,0.000058390608,0.00007728188,0.00009036931,0.000010595784],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962857,0.000346411,0.00095349556,0.00080323446,0.0010611166,0.0005500515],"domain_scores_gemma":[0.9978235,0.0008194123,0.00039577275,0.0005195348,0.00011104198,0.000330752],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007126329,0.00061554404,0.002426441,0.00016961766,0.00015519072,0.00001787644,0.00051496323,0.00045349973,0.00067477743],"category_scores_gemma":[0.0014618664,0.00031418854,0.0004526834,0.0008166596,0.00035269893,0.000042262986,0.00085523014,0.003037328,0.0000037397779],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035714664,0.00005248915,0.00063181145,0.029258808,0.00051544496,0.000031120147,0.00005700844,0.001023412,0.00000768837,0.00009784666,0.000007595404,0.9682811],"study_design_scores_gemma":[0.0014467478,0.0008689144,0.00057560636,0.13038206,0.0023075186,0.005210674,0.000097685355,0.27545953,0.000017741098,0.000018052153,0.5823249,0.0012905857],"about_ca_topic_score_codex":0.000013163795,"about_ca_topic_score_gemma":2.6944747e-7,"teacher_disagreement_score":0.9669905,"about_ca_system_score_codex":0.00026638966,"about_ca_system_score_gemma":0.00012280197,"threshold_uncertainty_score":0.99993104},"labels":[],"label_agreement":null},{"id":"W4280643657","doi":"10.1002/hsr2.636","title":"Device and nondevice‐guided slow breathing to reduce blood pressure in hypertensive patients: A systematic review and meta‐analysis","year":2022,"lang":"en","type":"review","venue":"Health Science Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Medicine; Blood pressure; Meta-analysis; Breathing; Internal medicine; Confidence interval; Cardiology; Comorbidity; Randomized controlled trial; Kidney disease; Anamnesis; Intensive care medicine; Anesthesia","score_opus":0.11801924034063899,"score_gpt":0.42884236529795405,"score_spread":0.31082312495731507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280643657","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006653047,0.9864209,0.0000023620175,0.0007001936,0.00006946666,0.012554466,0.000025961897,0.00003150821,0.00012857896],"genre_scores_gemma":[0.0003228546,0.9948311,0.0006997065,0.0021394163,0.000016035303,0.0017241911,0.00003802425,0.00004562575,0.00018306593],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9917169,0.00064863794,0.0026662338,0.0019148624,0.0021385404,0.0009148313],"domain_scores_gemma":[0.994543,0.00035948647,0.001804094,0.0014944157,0.00073422655,0.0010647558],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008531647,0.0005599401,0.009387735,0.0018243085,0.00042685898,0.00010490381,0.0003158918,0.00011901807,0.00009708953],"category_scores_gemma":[0.0035681762,0.00039313876,0.0005498729,0.0075043584,0.00024538202,0.00026504562,0.00065208564,0.0007945215,0.000003248517],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016292445,0.0001096801,0.00019563941,0.9785104,0.014133618,0.000633959,0.0002098011,4.5037208e-7,2.0596e-7,0.000003555144,0.00003414736,0.006166964],"study_design_scores_gemma":[0.00022591716,0.0002549763,0.00033188463,0.091822855,0.87188745,0.0098490305,0.00013321213,0.000029698653,5.476014e-7,0.0000033635345,0.024945619,0.00051544455],"about_ca_topic_score_codex":0.0007258444,"about_ca_topic_score_gemma":0.00004194024,"teacher_disagreement_score":0.8866875,"about_ca_system_score_codex":0.00038658065,"about_ca_system_score_gemma":0.001813094,"threshold_uncertainty_score":0.99985206},"labels":[],"label_agreement":null},{"id":"W4281249890","doi":"10.1016/j.ijcha.2022.101057","title":"Methodology for the nocturnal cardiac arrhythmia ancillary study of the ADVENT-HF trial in patients with heart failure with reduced ejection fraction and sleep-disordered breathing","year":2022,"lang":"en","type":"article","venue":"IJC Heart & Vasculature","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Universitätsklinikum Regensburg; University of Toronto; Else Kröner-Fresenius-Stiftung; Philips","keywords":"Medicine; Ejection fraction; Heart failure; Sleep disordered breathing; Cardiology; Nocturnal; Internal medicine; Breathing; Anesthesia; Obstructive sleep apnea","score_opus":0.021636847916753906,"score_gpt":0.29719707224251485,"score_spread":0.27556022432576094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281249890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914431,0.00038266205,0.00014640747,0.0019566503,0.0004305157,0.005594547,0.000021394906,0.00001777646,0.000006972748],"genre_scores_gemma":[0.99764013,0.0000027638753,0.0015083603,0.00009756112,0.00028615844,0.000396123,0.000018312649,0.000039037463,0.000011537028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968058,0.0012442027,0.000288752,0.0004365803,0.0009084395,0.00031623032],"domain_scores_gemma":[0.99854547,0.0004594583,0.00013649823,0.0005250972,0.00026350684,0.00006997999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013968238,0.0002002843,0.0005429855,0.00015336699,0.0004912341,0.000023947827,0.00009489276,0.00012043715,0.000026309885],"category_scores_gemma":[0.0002860472,0.000109859044,0.00016335212,0.0006279587,0.00010340614,0.00012754166,0.00011430461,0.0011789048,2.4566953e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.092554025,0.0011243355,0.8839815,0.00014584808,0.0017375259,0.000009175633,0.004140681,0.0028283328,0.0060015726,0.000015600715,0.0003751754,0.00708619],"study_design_scores_gemma":[0.044755146,0.004595111,0.9401309,0.000033161028,0.0004194608,0.00007718809,0.005690232,0.00023017936,0.00032150318,0.00002513073,0.003578738,0.00014325218],"about_ca_topic_score_codex":0.0002509515,"about_ca_topic_score_gemma":0.00014560539,"teacher_disagreement_score":0.056149364,"about_ca_system_score_codex":0.00020339657,"about_ca_system_score_gemma":0.00010153634,"threshold_uncertainty_score":0.512182},"labels":[],"label_agreement":null},{"id":"W4281257164","doi":"10.1016/j.acra.2022.04.023","title":"Automatic Segmentation and Quantification of Upper Airway Anatomic Risk Factors for Obstructive Sleep Apnea on Unprocessed Magnetic Resonance Images","year":2022,"lang":"en","type":"article","venue":"Academic Radiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"National Institutes of Health","keywords":"Sørensen–Dice coefficient; Magnetic resonance imaging; Tongue; Segmentation; Airway; Obstructive sleep apnea; Computer science; Correlation coefficient; Artificial intelligence; Pattern recognition (psychology); Hyoid bone; Medicine; Convolutional neural network; Radiology; Image segmentation; Anatomy; Pathology; Internal medicine; Machine learning; Surgery","score_opus":0.018470601836366597,"score_gpt":0.3089064477036851,"score_spread":0.29043584586731847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281257164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99413437,0.0028003375,0.00084182364,0.0004954167,0.00014887835,0.0012592509,0.00021299458,0.00005104394,0.000055861823],"genre_scores_gemma":[0.99750644,0.00035689486,0.0014464854,0.000072779265,0.000048937367,0.00032520405,0.00012272705,0.000032824457,0.000087728535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981529,0.0003102394,0.00044289813,0.0004904716,0.00028620727,0.00031724654],"domain_scores_gemma":[0.9982696,0.0009870235,0.00030059693,0.0002483716,0.0001107762,0.000083641855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004827215,0.00017744064,0.00040630845,0.0006011548,0.00020311416,0.000003931217,0.00018023474,0.00015912438,0.0001408922],"category_scores_gemma":[0.000797061,0.0001633799,0.00006668593,0.00059114175,0.00035515265,0.00008805298,0.000065366534,0.0006816466,0.0000036276522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013865423,0.00013227337,0.4082515,0.00037457066,0.00018499001,0.000004647931,0.004088209,0.00028234406,0.31918445,0.0023612592,0.00062495726,0.26312426],"study_design_scores_gemma":[0.0037604927,0.0021411409,0.82670856,0.000020844349,0.00021907032,0.000109845765,0.005088373,0.041005675,0.11802695,0.001958576,0.00070488994,0.0002555744],"about_ca_topic_score_codex":0.000045104116,"about_ca_topic_score_gemma":5.9798487e-7,"teacher_disagreement_score":0.4184571,"about_ca_system_score_codex":0.00020350706,"about_ca_system_score_gemma":0.000040026527,"threshold_uncertainty_score":0.66624385},"labels":[],"label_agreement":null},{"id":"W4281399355","doi":"10.1080/24745332.2022.2057883","title":"Comparison of STOP-Bang and STOP-Bag questionnaires in stratifying risk of obstructive sleep apnea","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Mary's Hospital; University of Toronto; Toronto Western Hospital; McGill University; University Health Network","funders":"University Health Network Foundation; University of Toronto; Physicians' Services Incorporated Foundation; ResMed Foundation","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Questionnaire; Apnea; Sleep apnea; Receiver operating characteristic; Physical therapy; Pediatrics; Anesthesia; Internal medicine","score_opus":0.041125925520555676,"score_gpt":0.35570364607615107,"score_spread":0.3145777205555954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281399355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95171577,0.046545044,0.00016600468,0.000595241,0.0003038251,0.00023307803,0.00007401402,0.0000035014511,0.0003635151],"genre_scores_gemma":[0.99924374,0.000022593387,0.00035590373,0.0001702931,0.00017309832,0.0000065313707,0.0000045249217,0.00002145612,0.0000018799542],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971859,0.00050340523,0.0009435521,0.00025314785,0.00073548185,0.00037854328],"domain_scores_gemma":[0.9970441,0.000655761,0.00028065618,0.00021599476,0.0008873758,0.00091615226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010513427,0.00019045892,0.0008911912,0.0010015045,0.00021251169,0.0000110091105,0.00016304514,0.00010263762,0.00019557869],"category_scores_gemma":[0.0034189844,0.0001690418,0.00008479283,0.00044377035,0.0014153895,0.00013439506,0.000049780967,0.0011423924,1.7640885e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004185213,0.00006216816,0.85597104,0.0007174196,0.0001343668,0.0006981466,0.012461299,0.00009469273,0.0022661376,0.0019706055,0.00004923012,0.12515637],"study_design_scores_gemma":[0.0073973024,0.01274145,0.79003227,0.0008470207,0.0009080553,0.0005374638,0.18013328,0.00094379636,0.0032243852,0.0008737732,0.001986149,0.00037502972],"about_ca_topic_score_codex":0.0024294767,"about_ca_topic_score_gemma":0.00306913,"teacher_disagreement_score":0.16767198,"about_ca_system_score_codex":0.00033794905,"about_ca_system_score_gemma":0.0004894704,"threshold_uncertainty_score":0.6893325},"labels":[],"label_agreement":null},{"id":"W4281609688","doi":"10.1007/s11325-022-02636-9","title":"Academic cardiac electrophysiologists’ perspectives on sleep apnea care","year":2022,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"National Institutes of Health; ResMed Foundation","keywords":"Medicine; Obstructive sleep apnea; Referral; Otorhinolaryngology; Sleep apnea; Atrial fibrillation; Neurology; Intensive care medicine; Family medicine; Internal medicine; Psychiatry","score_opus":0.014098287650798734,"score_gpt":0.2858726661764221,"score_spread":0.27177437852562336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281609688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98680216,0.005979847,0.00005253242,0.00069688447,0.00023295375,0.0005012005,0.000037711772,0.00012567166,0.005571044],"genre_scores_gemma":[0.9987519,0.0001095147,0.00018922793,0.00024180238,0.0003671527,0.0001021867,0.000046696052,0.000041305775,0.00015021754],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9978896,0.00020247904,0.00018241459,0.0006123131,0.0006025784,0.0005106203],"domain_scores_gemma":[0.99921197,0.00011397346,0.00005995791,0.0003280732,0.000108434404,0.00017762247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024220777,0.0002205439,0.00036064067,0.00022465398,0.0006267587,0.000026169862,0.00016530155,0.000096912976,0.0001591202],"category_scores_gemma":[0.00011146654,0.00019699996,0.00015519372,0.00031834698,0.00016199386,0.000086288324,0.00029507917,0.0014992673,0.000021126498],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030204416,0.00049043185,0.06574257,0.00041783327,0.0013425654,0.0007749255,0.07854587,0.0002805386,0.31218714,0.010809263,0.00034765707,0.52604073],"study_design_scores_gemma":[0.012280498,0.015111937,0.27206248,0.00016280673,0.001301864,0.0011866272,0.6184142,0.008805324,0.0466474,0.0016982437,0.019548573,0.0027800223],"about_ca_topic_score_codex":0.00006298985,"about_ca_topic_score_gemma":3.49446e-7,"teacher_disagreement_score":0.53986835,"about_ca_system_score_codex":0.0005094177,"about_ca_system_score_gemma":0.000027951775,"threshold_uncertainty_score":0.80334246},"labels":[],"label_agreement":null},{"id":"W4281662321","doi":"10.1024/1661-8157/a003848","title":"Treatment-emergent zentrale Schlafapnoe erkennen und behandeln","year":2022,"lang":"de","type":"article","venue":"Praxis","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Central sleep apnea; Medicine; Sleep apnea; Positive airway pressure; Ventilation (architecture); Apnea; Gynecology; Obstructive sleep apnea; Cardiology; Internal medicine; Polysomnography","score_opus":0.0319398666860923,"score_gpt":0.3319650840380147,"score_spread":0.30002521735192245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281662321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79523396,0.16467711,0.00015624492,0.011455974,0.0076512857,0.004009135,0.0013691667,0.0002489378,0.015198205],"genre_scores_gemma":[0.9755275,0.0032595587,0.00029146322,0.00018210396,0.001474606,0.0006274336,0.0005086868,0.0001526935,0.017975945],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99509823,0.0005648744,0.0005859358,0.0009591309,0.0014707379,0.001321081],"domain_scores_gemma":[0.99773836,0.00018899512,0.00018127421,0.0010557582,0.00015662215,0.00067898084],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00046025496,0.00048156295,0.0006249763,0.00037970595,0.0008472573,0.00006704281,0.0004643795,0.00012380052,0.031766567],"category_scores_gemma":[0.00018021814,0.00047540368,0.00038463017,0.0008290394,0.00025850092,0.00013963587,0.0007095811,0.000798761,0.0029434597],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035284767,0.008985829,0.29750788,0.00042833044,0.014299331,0.0033409938,0.007522353,0.00022272354,0.008517408,0.0027901474,0.012774757,0.64008176],"study_design_scores_gemma":[0.008308168,0.0059614703,0.012666123,0.000026200612,0.0026536225,0.00004469956,0.003177974,0.0035312613,0.006129605,0.00017369907,0.9566841,0.00064307597],"about_ca_topic_score_codex":0.00079787394,"about_ca_topic_score_gemma":0.00005418847,"teacher_disagreement_score":0.94390935,"about_ca_system_score_codex":0.0022347267,"about_ca_system_score_gemma":0.00028929714,"threshold_uncertainty_score":0.99976975},"labels":[],"label_agreement":null},{"id":"W4281668212","doi":"10.1089/ict.2022.29019.zap","title":"Challenging Case in Clinical Practice: Myofunctional Therapy a Novel Treatment Alternative in Dentistry","year":2022,"lang":"en","type":"article","venue":"Integrative and Complementary Therapies","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Dentistry; Orthodontics","score_opus":0.12766317784224562,"score_gpt":0.439637328773403,"score_spread":0.3119741509311574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281668212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923631,0.0025066962,0.00031454494,0.0032073236,0.00020154711,0.0007671442,0.00012899874,0.000013355812,0.0004973215],"genre_scores_gemma":[0.99686414,0.0006571996,0.001179546,0.00067758106,0.000098087454,0.00035197148,0.00007809892,0.000017357612,0.000075993776],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99813735,0.00041824355,0.0004386738,0.0004002684,0.00035023232,0.00025523605],"domain_scores_gemma":[0.9989562,0.00064363645,0.000097340024,0.0001546836,0.00007807483,0.00007004275],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005917229,0.00020071617,0.00034137315,0.0002733614,0.00019184613,0.000022394042,0.0000778777,0.00002445909,0.0013553422],"category_scores_gemma":[0.000041552827,0.00015497711,0.00008777763,0.00023680295,0.00015791653,0.00016138206,0.00010901571,0.0005203392,0.0000024952246],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011670344,0.011761021,0.41682237,0.000029614066,0.0034908168,0.021536198,0.052671704,0.000085916545,0.0033248984,0.012743085,0.00016414534,0.46569988],"study_design_scores_gemma":[0.045141336,0.013778533,0.25582263,0.00008832482,0.00009198301,0.012732949,0.58544797,0.007574942,0.0008996708,0.002501367,0.07527788,0.0006424182],"about_ca_topic_score_codex":0.0030401591,"about_ca_topic_score_gemma":0.0011120174,"teacher_disagreement_score":0.53277624,"about_ca_system_score_codex":0.0005420458,"about_ca_system_score_gemma":0.00006005803,"threshold_uncertainty_score":0.99955755},"labels":[],"label_agreement":null},{"id":"W4281732442","doi":"10.1007/s11325-022-02638-7","title":"The rs579459 ABO gene polymorphism and risk of incident cardiovascular events in obstructive sleep apnea: a pilot study","year":2022,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Providence Health Care; Centre for Advancing Health Outcomes; University of British Columbia Hospital; St. Paul's Hospital; Canadian Sleep & Circadian Network; University of British Columbia","funders":"Vancouver Coastal Health Research Institute; British Columbia Lung Association","keywords":"Medicine; Internal medicine; Genotype; Obstructive sleep apnea; Context (archaeology); Incidence (geometry); Polysomnography; Dyslipidemia; Gastroenterology; Disease; Apnea; Genetics","score_opus":0.01598926724395763,"score_gpt":0.2575702904833345,"score_spread":0.24158102323937689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281732442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910565,0.007043047,0.00012593484,0.000106465435,0.00020060367,0.001288081,0.000028572445,0.000021275708,0.00012953274],"genre_scores_gemma":[0.9993131,0.0002035712,0.0001548967,0.000019654475,0.00007902855,0.00016438343,0.000005878575,0.000034602068,0.00002487527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969027,0.000677355,0.00042368553,0.0005309048,0.0010428998,0.0004224466],"domain_scores_gemma":[0.99879265,0.00025736567,0.00015039659,0.00054302666,0.000105173654,0.00015136953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001969254,0.00022651695,0.0005359437,0.00026101482,0.00064310076,0.000023323524,0.00019989308,0.000035772533,0.000018870594],"category_scores_gemma":[0.00022511622,0.00017498223,0.00012654772,0.000448262,0.00018627523,0.00011731397,0.00074227835,0.0007203121,0.0000012707449],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009066195,0.00065429806,0.88464445,0.000044228895,0.002371072,0.0003145042,0.006595774,0.00015161456,0.0024512138,0.000065162974,0.000001191458,0.10179986],"study_design_scores_gemma":[0.0057472344,0.0019469059,0.97668976,0.00001695215,0.0006589038,0.0004449189,0.011508702,0.001799811,0.00057384855,0.00035708744,0.00006377942,0.00019210867],"about_ca_topic_score_codex":0.0034385314,"about_ca_topic_score_gemma":0.00009945281,"teacher_disagreement_score":0.101607755,"about_ca_system_score_codex":0.00022876498,"about_ca_system_score_gemma":0.000027363129,"threshold_uncertainty_score":0.7135568},"labels":[],"label_agreement":null},{"id":"W4281744280","doi":"10.1016/j.ijporl.2022.111194","title":"The effects of obstructive sleep apnea-hypopnea syndrome (OSAHS) on learn and memory function of 6–12 years old children","year":2022,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hypopnea; Obstructive sleep apnea; Wechsler Adult Intelligence Scale; Audiology; Verbal learning; Montreal Cognitive Assessment; Wechsler Intelligence Scale for Children; Wechsler Memory Scale; Apnea; Physical therapy; Cognition; Polysomnography; Internal medicine; Psychiatry; Cognitive impairment","score_opus":0.006424400547179282,"score_gpt":0.24617102882803846,"score_spread":0.2397466282808592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281744280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952712,0.0015844862,0.000060917315,0.00029389726,0.0022640221,0.00033778706,0.000026776448,0.000007604648,0.00015327675],"genre_scores_gemma":[0.99881893,0.00022369418,0.000105891886,0.000075650976,0.00062083715,0.000012590184,0.000008495526,0.000023936032,0.00010994044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742544,0.00033328627,0.00061409,0.0002066336,0.0012000139,0.00022056887],"domain_scores_gemma":[0.9974486,0.0010165273,0.0007781061,0.00019789966,0.00044887996,0.000109953195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006229212,0.00014656846,0.00040207917,0.0007018492,0.000097203745,0.000012153656,0.00045311774,0.000084979496,0.000102155296],"category_scores_gemma":[0.0007117057,0.000118170734,0.00019826448,0.00023084553,0.00021983142,0.00012318681,0.0002894135,0.00084515323,0.0000039578176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043634833,0.00065938226,0.9280679,0.00009961992,0.0024842508,0.0007764943,0.0005971101,0.000097322,0.0073183873,0.0016273871,0.00029142643,0.053617194],"study_design_scores_gemma":[0.003167597,0.0037343977,0.9887925,0.000009964054,0.0003016257,0.0023591323,0.00015925278,0.00006946451,0.0007456356,0.00044800926,0.00012510185,0.000087365996],"about_ca_topic_score_codex":0.000044771943,"about_ca_topic_score_gemma":0.0000016883268,"teacher_disagreement_score":0.06072451,"about_ca_system_score_codex":0.00019922193,"about_ca_system_score_gemma":0.00008269689,"threshold_uncertainty_score":0.48188627},"labels":[],"label_agreement":null},{"id":"W4281753399","doi":"10.1093/sleep/zsac079.094","title":"0096 Sleep Apnea Diagnosis using Tracheal Signals and Oximetry","year":2022,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Medicine; Polysomnography; Apnea; Sleep apnea; Anesthesia; Respiratory system; Sleep (system call); Hypopnea; Audiology; Internal medicine; Computer science","score_opus":0.03547025066902218,"score_gpt":0.31607591922321104,"score_spread":0.2806056685541889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281753399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99321353,0.0016982091,0.0012898572,0.0010679441,0.00027705653,0.000615499,0.00005205668,0.0000804016,0.0017054211],"genre_scores_gemma":[0.99752015,0.000006956494,0.0015109124,0.00045000052,0.00022983873,0.00013236511,0.000025884134,0.00005582204,0.00006807163],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976458,0.00021172453,0.0002918161,0.0004829507,0.00082806137,0.0005396258],"domain_scores_gemma":[0.99897766,0.00017824252,0.000079572405,0.00036074413,0.000087631626,0.0003161365],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054084643,0.00019936467,0.00036098744,0.0003337579,0.00041029043,0.000036035923,0.00016168304,0.00007191023,0.0030604051],"category_scores_gemma":[0.00018037506,0.0002025163,0.00011816335,0.00061114994,0.00016155983,0.00011763266,0.00038734407,0.00062659325,0.000033759425],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051393773,0.0008996981,0.46069917,0.00020959592,0.00043588234,0.00059832056,0.0011201685,0.0003669066,0.054580614,0.0003497779,0.000212934,0.48001298],"study_design_scores_gemma":[0.019541044,0.0051622656,0.29660943,0.000056715387,0.0019010989,0.0026593313,0.011958998,0.5345325,0.10352887,0.0020339268,0.019625783,0.002390003],"about_ca_topic_score_codex":0.0001230898,"about_ca_topic_score_gemma":0.0000033443102,"teacher_disagreement_score":0.5341656,"about_ca_system_score_codex":0.00029006062,"about_ca_system_score_gemma":0.000017056977,"threshold_uncertainty_score":0.99785095},"labels":[],"label_agreement":null},{"id":"W4281756767","doi":"10.1093/sleep/zsac079.533","title":"0536 Association of a Novel EEG Biomarker of Sleep Depth with Sleep Disordered Breathing in Adolescents","year":2022,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Non-rapid eye movement sleep; Polysomnography; Obstructive sleep apnea; Sleep (system call); Audiology; Medicine; Electroencephalography; Sleep apnea; Wakefulness; Psychology; Apnea; Anesthesia; Psychiatry","score_opus":0.017691010272980055,"score_gpt":0.2803649484221204,"score_spread":0.26267393814914036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281756767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995324,0.00019522451,0.0012784734,0.00043572785,0.00015834518,0.0009090193,0.00007216106,0.00003372343,0.0015933382],"genre_scores_gemma":[0.9986736,0.000003926084,0.0009550222,0.00006230142,0.000020095253,0.000078839315,0.00005332034,0.000053683925,0.00009920974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99686456,0.000198337,0.00056173804,0.00041678676,0.0014574887,0.00050111074],"domain_scores_gemma":[0.99867594,0.00008366845,0.0004028855,0.00043828532,0.00027947128,0.000119731805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008309667,0.00021157993,0.0005339827,0.0005461986,0.00009251005,0.000009769243,0.0002494643,0.000100431156,0.00019557192],"category_scores_gemma":[0.00033551478,0.00019944076,0.00013164218,0.0012265766,0.00009514416,0.00012974898,0.00027578493,0.00053035107,0.0000050176236],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014673688,0.0019511484,0.93103653,0.0003459626,0.0003001658,0.000040002826,0.0012565567,0.00045719725,0.042688772,0.00008559832,0.000018735625,0.02035194],"study_design_scores_gemma":[0.011129699,0.0006032045,0.9594835,0.00017380134,0.00014456802,0.00003160932,0.0015217619,0.024223607,0.0023419003,0.000032823005,0.00009946455,0.00021403725],"about_ca_topic_score_codex":0.0005550752,"about_ca_topic_score_gemma":0.00030627934,"teacher_disagreement_score":0.040346872,"about_ca_system_score_codex":0.0007649308,"about_ca_system_score_gemma":0.00005913647,"threshold_uncertainty_score":0.81329584},"labels":[],"label_agreement":null},{"id":"W4281789207","doi":"10.1093/sleep/zsac079.744","title":"0748 Proteomic Biomarkers of Obstructive Sleep Apnea","year":2022,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute; Klarman Family Foundation","keywords":"Obstructive sleep apnea; Polysomnography; Medicine; Internal medicine; Univariate analysis; Sleep apnea; Body mass index; Sleep (system call); Bioinformatics; Apnea; Oncology; Biology; Multivariate analysis","score_opus":0.015824786575349047,"score_gpt":0.279053223412296,"score_spread":0.26322843683694697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281789207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859207,0.00023371515,0.000432465,0.0006998058,0.0004986027,0.0015180841,0.00010063023,0.000083422485,0.010512559],"genre_scores_gemma":[0.99692714,0.0000018898749,0.0021842185,0.00008835363,0.00010339916,0.000294585,0.000053626758,0.00005691771,0.00028988262],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99738526,0.00020232702,0.0004019216,0.00048464068,0.0010178078,0.0005080491],"domain_scores_gemma":[0.9987193,0.000065001,0.00017682454,0.0006249055,0.00020664731,0.0002073404],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042700727,0.00021170778,0.00041813083,0.00041239732,0.00021798142,0.000010549572,0.0003223289,0.00006816921,0.0028547912],"category_scores_gemma":[0.00020259438,0.0002096052,0.00021356839,0.000846204,0.00032256058,0.0000958716,0.00046313385,0.0005344075,0.00007208182],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046911156,0.0012981237,0.1890788,0.0005113012,0.0021854637,0.00043295,0.0026284007,0.0002380217,0.56069857,0.0034882147,0.00074313453,0.23400593],"study_design_scores_gemma":[0.019719869,0.0052777943,0.5290222,0.00006497789,0.0008742103,0.0011016247,0.013638398,0.025726322,0.38644615,0.0041018073,0.01252307,0.0015035642],"about_ca_topic_score_codex":0.00009042023,"about_ca_topic_score_gemma":0.0000022948134,"teacher_disagreement_score":0.33994344,"about_ca_system_score_codex":0.00042507867,"about_ca_system_score_gemma":0.00006166521,"threshold_uncertainty_score":0.9980567},"labels":[],"label_agreement":null},{"id":"W4281827145","doi":"10.1093/sleep/zsac079.747","title":"0751 The use of a Digitally Milled Oral Appliance in the Treatment of Severe Obstructive Sleep Apnea","year":2022,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Oral appliance; Dentistry; Sitting; Population; Sleep apnea; Apnea; Orthodontics; Anesthesia","score_opus":0.048122608299910566,"score_gpt":0.2950742500169549,"score_spread":0.24695164171704437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281827145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951679,0.00040776716,0.00008568445,0.00086992956,0.00012746474,0.0017723719,0.00017442762,0.000015263142,0.0013791997],"genre_scores_gemma":[0.9987138,0.000019363493,0.00042592073,0.000120041484,0.000043695538,0.000377325,0.000037986287,0.000027062368,0.0002348216],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977708,0.00028926315,0.00039542333,0.00031739072,0.0008712546,0.0003558727],"domain_scores_gemma":[0.9984822,0.00039583474,0.00017032794,0.0007493643,0.00014197677,0.000060280687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024063521,0.00019850102,0.00042847253,0.0001378335,0.00012873876,0.000017975555,0.0003686694,0.00004419817,0.000253218],"category_scores_gemma":[0.00011905279,0.00011458243,0.0001967882,0.0007949245,0.0003413674,0.00010458954,0.00014377307,0.00028420004,0.000008915341],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008346906,0.008625051,0.32332233,0.00028878442,0.0019928282,0.0005827504,0.043892387,0.0089129,0.008063534,0.0046375114,0.000481945,0.5908531],"study_design_scores_gemma":[0.030398533,0.012572931,0.76627696,0.00007612662,0.0009690132,0.0007163779,0.05187449,0.023765566,0.011345855,0.0024218746,0.09853527,0.0010470175],"about_ca_topic_score_codex":0.00025163218,"about_ca_topic_score_gemma":0.00006621215,"teacher_disagreement_score":0.5898061,"about_ca_system_score_codex":0.0003133929,"about_ca_system_score_gemma":0.000042189047,"threshold_uncertainty_score":0.46725357},"labels":[],"label_agreement":null},{"id":"W4281858543","doi":"10.1111/jsr.13638","title":"Nocturnal oximetry parameters as predictors of sleep apnea severity in resource‐limited settings","year":2022,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Interquartile range; Polysomnography; Receiver operating characteristic; Obstructive sleep apnea; Confidence interval; Odds ratio; Internal medicine; Area under the curve; Body mass index; Apnea; Cardiology","score_opus":0.03477921707266034,"score_gpt":0.3425679363736592,"score_spread":0.3077887193009988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281858543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99147654,0.0006779635,0.0000633519,0.0040259236,0.0003000161,0.00072341086,0.00003568296,0.00001681264,0.002680306],"genre_scores_gemma":[0.99771893,0.000026998498,0.0013935589,0.0002348835,0.0002990735,0.00002635926,0.000012592294,0.000072172596,0.0002154148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9883135,0.002075809,0.001540882,0.0004781332,0.0063875816,0.001204107],"domain_scores_gemma":[0.994845,0.0015838961,0.0006344882,0.00066355156,0.0015250373,0.0007480445],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01180464,0.00028110147,0.0009585867,0.0038868783,0.00034399526,0.00006042945,0.0010648515,0.00019509508,0.0011932974],"category_scores_gemma":[0.0048372233,0.00025225486,0.00043168422,0.0038517911,0.00072482915,0.0003055647,0.00096973794,0.0062076827,0.000021734717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021679733,0.003915602,0.7627704,0.0008266106,0.0022481037,0.0070930296,0.0060467552,0.0022368943,0.094304666,0.00015641993,0.007104458,0.091617316],"study_design_scores_gemma":[0.033365667,0.025655054,0.7069565,0.00064576906,0.00055189,0.01194349,0.04959288,0.025356004,0.10113824,0.002074453,0.041427772,0.0012922658],"about_ca_topic_score_codex":0.00015294197,"about_ca_topic_score_gemma":0.0000054186044,"teacher_disagreement_score":0.09032505,"about_ca_system_score_codex":0.0014280877,"about_ca_system_score_gemma":0.00034733643,"threshold_uncertainty_score":0.99999297},"labels":[],"label_agreement":null},{"id":"W4281886279","doi":"10.1164/rccm.202206-1050ed","title":"Continuous Positive Airway Pressure and Cardiovascular Risk Reduction in Patients without Excessive Sleepiness: Importance of the Pulse Rate Response","year":2022,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Continuous positive airway pressure; Pulse rate; Airway; Pulse (music); Pulse pressure; Cardiology; Reduction (mathematics); Blood pressure; Intensive care medicine; Anesthesia; Internal medicine; Obstructive sleep apnea","score_opus":0.008928778493439335,"score_gpt":0.2793919363186535,"score_spread":0.2704631578252142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281886279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93302596,0.024326766,0.000017482178,0.041247644,0.00044833348,0.00069017557,0.00015768307,0.000005863955,0.000080111065],"genre_scores_gemma":[0.9819892,0.00016673349,0.00003403955,0.016702455,0.0010035028,0.000022416196,0.00001199981,0.000052410007,0.00001722457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99293834,0.0037187974,0.0009393013,0.0004917451,0.0015208428,0.0003909952],"domain_scores_gemma":[0.99587595,0.0008896059,0.0007626282,0.00053933205,0.0017028493,0.00022963248],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021243752,0.00035452785,0.001710124,0.00045772135,0.00015475364,0.000013310762,0.0002473078,0.00019847337,0.000112355585],"category_scores_gemma":[0.0057544294,0.00023320313,0.00028711132,0.00058005,0.00348434,0.00013034581,0.00016092841,0.003488783,1.6176597e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024612589,0.0002096558,0.86448646,0.0017355955,0.0025422587,0.0036300768,0.005111875,0.00001424123,0.0008656578,0.000012277675,0.007339274,0.089440025],"study_design_scores_gemma":[0.009899257,0.024007443,0.8982853,0.002048329,0.0055300123,0.0007478685,0.016210273,0.0000057627367,0.00054895337,0.000049929586,0.042177334,0.0004895371],"about_ca_topic_score_codex":0.000101507016,"about_ca_topic_score_gemma":0.000002253784,"teacher_disagreement_score":0.08895049,"about_ca_system_score_codex":0.00015371521,"about_ca_system_score_gemma":0.00022460514,"threshold_uncertainty_score":0.9992276},"labels":[],"label_agreement":null},{"id":"W4282836484","doi":"10.3389/fmed.2022.884218","title":"Impact of Obstructive Sleep Apnea (OSA) in COVID-19 Survivors, Symptoms Changes Between 4-Months and 1 Year After the COVID-19 Infection","year":2022,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Agencia Nacional de Investigación y Desarrollo; Universidad de Concepción; American Academy of Sleep Medicine","keywords":"Coronavirus disease 2019 (COVID-19); Obstructive sleep apnea; Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sleep apnea; Apnea; Pneumonia; Continuous positive airway pressure; Internal medicine; Cardiology; Virology; Disease; Outbreak; Infectious disease (medical specialty)","score_opus":0.022783110095799114,"score_gpt":0.33144400238575,"score_spread":0.30866089228995086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282836484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847699,0.0025135975,0.0022204013,0.008002732,0.00064962567,0.0014647889,0.00012953054,0.000040384944,0.00020905906],"genre_scores_gemma":[0.9980209,0.00017609127,0.00023197877,0.0007831197,0.000295991,0.00028385993,0.00010161347,0.000043176977,0.00006329935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966899,0.0007541273,0.00049647747,0.0005413544,0.0009715544,0.00054656866],"domain_scores_gemma":[0.99807286,0.00058596226,0.00020436569,0.0005107971,0.00008393705,0.0005420653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021200234,0.0002906582,0.00089610583,0.0012020911,0.0001721189,0.000010621348,0.00023749792,0.00013649448,0.00058808207],"category_scores_gemma":[0.0025276626,0.00021005391,0.00009763203,0.0014516794,0.0009973976,0.00011425222,0.00029126718,0.00096680573,0.0000014725607],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017576658,0.00008225804,0.9773211,0.00018681212,0.00030330144,0.00010438706,0.0066731223,0.0001246281,0.00011493014,0.000020747373,0.001730896,0.011580141],"study_design_scores_gemma":[0.0064043636,0.0016041481,0.9807309,0.00004465617,0.00017547728,0.00006218374,0.006261709,0.0006341069,0.000025727475,0.00080512,0.003056761,0.000194828],"about_ca_topic_score_codex":0.011095744,"about_ca_topic_score_gemma":0.0015309186,"teacher_disagreement_score":0.013250989,"about_ca_system_score_codex":0.0021834108,"about_ca_system_score_gemma":0.0002397839,"threshold_uncertainty_score":0.9954895},"labels":[],"label_agreement":null},{"id":"W4282929502","doi":"10.5664/jcsm.10154","title":"Protocolizing perioperative OSA screening and management: moving in the right directionCommentary on Namen AM, Forest D, Saha AK, et al. Reduction in medical emergency team activation among postoperative surgical patients at risk for undiagnosed obstructive sleep apnea. <i>J Clin Sleep Med</i> . 2022;18(8):1953–1965. doi: 10.5664/jcsm.10032","year":2022,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Perioperative; Emergency medicine; Sleep medicine; General surgery; Pediatrics; Medical emergency; Surgery; Internal medicine; Psychiatry; Sleep disorder; Cognition","score_opus":0.03443986701959314,"score_gpt":0.37840090347094085,"score_spread":0.34396103645134773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282929502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6472333,0.00035823666,0.00042891962,0.32454395,0.0034694532,0.020994402,0.00015698704,0.000050279163,0.0027644583],"genre_scores_gemma":[0.589861,0.009518506,0.005489666,0.32482663,0.035254866,0.024130205,0.0071509033,0.0012848757,0.002483382],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98124796,0.005730877,0.0052649206,0.001605611,0.0049985787,0.0011520743],"domain_scores_gemma":[0.9870849,0.0071394145,0.0033795922,0.0007463357,0.0010435316,0.00060617353],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012464062,0.001078037,0.002909048,0.0016397443,0.00080707174,0.00007734652,0.00090082025,0.0010928448,0.0030586284],"category_scores_gemma":[0.007968447,0.0007375401,0.0007183664,0.0014767791,0.001094696,0.00078063895,0.0005917148,0.0117772715,0.000006133395],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.035313558,0.0037484092,0.5441571,0.00078355713,0.0036644868,0.004841071,0.0047484604,0.00048328706,0.000033649365,0.00008974024,0.25526735,0.14686932],"study_design_scores_gemma":[0.060556658,0.018548645,0.39625177,0.0036625476,0.0013741131,0.00060068385,0.0058340714,0.0048625255,0.00008174944,0.0002699674,0.5066616,0.001295663],"about_ca_topic_score_codex":0.00039669586,"about_ca_topic_score_gemma":0.00030482464,"teacher_disagreement_score":0.25139424,"about_ca_system_score_codex":0.0016404757,"about_ca_system_score_gemma":0.00016270694,"threshold_uncertainty_score":0.99950755},"labels":[],"label_agreement":null},{"id":"W4282946789","doi":"10.1007/s41782-022-00207-2","title":"Changes in Positive Airway Pressure Use in Adults with Sleep-Related Breathing Disorder During the COVID-19 Pandemic: A Cross-Sectional National Community-Based Survey","year":2022,"lang":"en","type":"article","venue":"Sleep and Vigilance","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; University of British Columbia; Ottawa Hospital; University of Ottawa","funders":"Physicians' Services Incorporated Foundation","keywords":"Medicine; Pandemic; Cross-sectional study; Declaration; Psychological intervention; Positive airway pressure; Coronavirus disease 2019 (COVID-19); Sleep (system call); Young adult; Gerontology; Psychiatry; Internal medicine; Disease; Obstructive sleep apnea","score_opus":0.041401116270893955,"score_gpt":0.3266049647107545,"score_spread":0.2852038484398606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282946789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976779,0.00022925792,0.00005511301,0.00062337064,0.000052249186,0.00075720047,0.00047084416,0.0000402708,0.00009376645],"genre_scores_gemma":[0.99857175,0.0000126949135,0.000034623223,0.0006153489,0.000024386525,0.00022888827,0.00035779327,0.000025178679,0.00012934623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729174,0.00109002,0.00023523673,0.00034663567,0.00069522206,0.0003411207],"domain_scores_gemma":[0.998232,0.001141209,0.0000981383,0.00022724303,0.00018613116,0.000115254275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017019756,0.00017554402,0.00022912485,0.00025993786,0.00073781866,0.0000591265,0.00018706004,0.00007910202,0.00009333293],"category_scores_gemma":[0.00048787854,0.00013694772,0.00003063966,0.000684355,0.00028360804,0.00015912905,0.00019107093,0.0014409171,0.0000011753834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034658464,0.0002397887,0.9851907,0.00016921821,0.00009150436,0.000049036546,0.0019966534,0.008397977,0.00017069507,0.00005137466,0.0000025189563,0.00017468365],"study_design_scores_gemma":[0.0072516124,0.00024100627,0.9826588,0.00005485024,0.000009757178,0.00015481019,0.0003576338,0.008894541,0.000037671147,0.000027028243,0.0001590546,0.00015322145],"about_ca_topic_score_codex":0.0046325736,"about_ca_topic_score_gemma":0.019200554,"teacher_disagreement_score":0.01456798,"about_ca_system_score_codex":0.0004235917,"about_ca_system_score_gemma":0.00009579009,"threshold_uncertainty_score":0.9986965},"labels":[],"label_agreement":null},{"id":"W4282959776","doi":"10.1016/j.hrthm.2022.06.016","title":"Effect of continuous positive airway pressure therapy on recurrence of atrial fibrillation after pulmonary vein isolation in patients with obstructive sleep apnea: A randomized controlled trial","year":2022,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Norges Forskningsråd; University of Toronto; Helse Sør-Øst RHF; ResMed","keywords":"Medicine; Atrial fibrillation; Obstructive sleep apnea; Continuous positive airway pressure; Pulmonary vein; Cardiology; Randomized controlled trial; Internal medicine; Anesthesia; Catheter ablation; Sleep apnea","score_opus":0.004866118717666594,"score_gpt":0.2558022997466687,"score_spread":0.2509361810290021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282959776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98338085,0.0006444457,0.000045429802,0.000079390855,0.00036180782,0.015242994,0.000079103804,0.000015336514,0.00015062967],"genre_scores_gemma":[0.99896,0.0000067733768,0.000079305246,0.000012136266,0.00020265991,0.0006002521,0.00007771828,0.000029412138,0.00003173878],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99487203,0.0027137303,0.00072791235,0.00039478092,0.0010272079,0.0002643267],"domain_scores_gemma":[0.99673986,0.0021189202,0.00044133043,0.00027996575,0.0003541738,0.00006576281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015280052,0.00024511994,0.0018645757,0.00035161572,0.00006705893,0.000007899712,0.000051534375,0.000095058844,0.00017692936],"category_scores_gemma":[0.00075665547,0.00017293697,0.00043867656,0.0004143579,0.00019486155,0.00011677015,0.00005305341,0.00038723444,0.000001982847],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95096445,0.00021513096,0.03161359,0.00005663981,0.0004698492,0.000015497591,0.00055112434,0.00052663,0.00018399609,0.00001613697,0.0000018210658,0.015385116],"study_design_scores_gemma":[0.9257593,0.016611068,0.050049435,0.00009060945,0.00022691574,0.000020163632,0.000028683826,0.005462186,0.0015620523,0.000020155308,0.000026139014,0.00014326595],"about_ca_topic_score_codex":0.000050986368,"about_ca_topic_score_gemma":0.0000012430647,"teacher_disagreement_score":0.025205145,"about_ca_system_score_codex":0.00012119964,"about_ca_system_score_gemma":0.00005993386,"threshold_uncertainty_score":0.70521647},"labels":[],"label_agreement":null},{"id":"W4282959803","doi":"10.1183/23120541.00068-2022","title":"Impact of wait times for treatment on clinical outcomes in patients with obstructive sleep apnoea: protocol for a randomised controlled trial","year":2022,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Foothills Medical Centre; University of Calgary","funders":"American Lung Association","keywords":"Medicine; Randomized controlled trial; Quality of life (healthcare); Patient satisfaction; Physical therapy; Positive airway pressure; Clinical trial; Continuous positive airway pressure; Pediatrics; Emergency medicine; Obstructive sleep apnea; Internal medicine; Surgery","score_opus":0.1556288369731552,"score_gpt":0.5230700576996923,"score_spread":0.36744122072653707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282959803","genre_codex":"empirical","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5020297,9.193637e-7,0.000009150817,0.00016710468,0.000043961638,0.4964997,0.00016400035,0.000006848736,0.0010786315],"genre_scores_gemma":[0.42204335,1.3263293e-7,0.0004525298,0.000009234978,0.00006002455,0.576322,0.000056216773,0.000044163113,0.0010123593],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9939798,0.0017035657,0.0010414413,0.0007602924,0.0016639218,0.0008509697],"domain_scores_gemma":[0.9901453,0.007489321,0.00028812172,0.00069114665,0.0011072449,0.00027885864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005433477,0.00029441787,0.0019464609,0.00060166884,0.00031872874,0.00006825578,0.0006264855,0.00010396247,0.0009093929],"category_scores_gemma":[0.0045984434,0.00017094908,0.00072700006,0.00052794674,0.00029376586,0.00012548051,0.00039012672,0.0005236846,0.000006686566],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7742343,0.008424544,0.20824625,0.000043031898,0.0015860996,0.000008469509,0.00016331681,0.00002799753,0.000016540616,0.00019414684,0.00025962494,0.0067956895],"study_design_scores_gemma":[0.73735154,0.10130659,0.15982582,0.000022601584,0.000058285856,5.38333e-7,0.00015490706,0.00062751095,0.00008266368,0.00018365149,0.00026328274,0.00012261236],"about_ca_topic_score_codex":0.0003139944,"about_ca_topic_score_gemma":0.000027900602,"teacher_disagreement_score":0.092882045,"about_ca_system_score_codex":0.0014511535,"about_ca_system_score_gemma":0.0009143239,"threshold_uncertainty_score":0.99572146},"labels":[],"label_agreement":null},{"id":"W4283016536","doi":"10.1136/bmjopen-2022-061651","title":"Orthodontic interventions as a management option for children with residual obstructive sleep apnea: a cohort study protocol","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; American Association of Orthodontists Foundation","keywords":"Medicine; Obstructive sleep apnea; Psychological intervention; Protocol (science); Cohort; Cohort study; Physical therapy; Alternative medicine; Internal medicine; Psychiatry; Pathology","score_opus":0.0792421424881026,"score_gpt":0.45503615185580476,"score_spread":0.37579400936770213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283016536","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25140634,0.0000016959783,0.001551373,0.00033626732,0.000054090786,0.7425777,0.000052572224,0.00005098954,0.003968959],"genre_scores_gemma":[0.2525183,4.043857e-8,0.006405357,0.000046144112,0.0000652709,0.7384648,0.00011320896,0.000049909213,0.0023369857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969668,0.00042236305,0.00047163508,0.000712404,0.0010381363,0.00038869804],"domain_scores_gemma":[0.99857926,0.00005095497,0.00022709691,0.00078192214,0.0002245954,0.0001361499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001936649,0.00021815213,0.0004477414,0.00027078562,0.0005170152,0.00013577983,0.0005858664,0.000029958444,0.00074424985],"category_scores_gemma":[0.0001148178,0.00018550748,0.00013254576,0.0005156649,0.0000805253,0.00022233567,0.0017428814,0.00028397614,0.000027599006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014483952,0.003319758,0.9530002,0.00048211328,0.0039418684,0.00021244786,0.000825537,0.000110520654,0.000023059962,0.002304081,0.00062024826,0.02067621],"study_design_scores_gemma":[0.01631002,0.007936968,0.96740794,0.00008976148,0.00064711046,0.00025387175,0.0060658175,0.00020502973,0.000058657915,0.00030686508,0.0004562268,0.00026173124],"about_ca_topic_score_codex":0.00020585548,"about_ca_topic_score_gemma":0.00013357039,"teacher_disagreement_score":0.02041448,"about_ca_system_score_codex":0.00041023362,"about_ca_system_score_gemma":0.00008458256,"threshold_uncertainty_score":0.81490135},"labels":[],"label_agreement":null},{"id":"W4283207109","doi":"10.1007/s41105-022-00399-0","title":"Circulating markers of oxidative stress and risk of incident cardiovascular events in obstructive sleep apnea","year":2022,"lang":"en","type":"article","venue":"Sleep and Biological Rhythms","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Providence Health Care; Canadian Sleep & Circadian Network; University of British Columbia Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Vancouver Coastal Health Research Institute; British Columbia Lung Association","keywords":"Medicine; Obstructive sleep apnea; Internal medicine; Hazard ratio; Oxidative stress; Proportional hazards model; Sleep apnea; Biomarker; Gastroenterology; Univariate analysis; Confidence interval; Biology","score_opus":0.020096928312400425,"score_gpt":0.26572108441675407,"score_spread":0.24562415610435365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283207109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970849,0.0016521373,0.00021568843,0.000025893294,0.0000703145,0.0006327273,0.00013863792,0.0000108966,0.00016877502],"genre_scores_gemma":[0.99900085,0.00017940922,0.0006800883,0.000009521958,0.000029759303,0.000053738873,0.000032243643,0.0000107833275,0.0000035878875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773043,0.00057703647,0.00041802513,0.00046329814,0.00050830445,0.0003028785],"domain_scores_gemma":[0.9990259,0.0002933813,0.00020303148,0.0002444791,0.00011186649,0.00012133089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085132883,0.0001772524,0.00064005126,0.00018017304,0.000105286425,0.0000031163079,0.00008996678,0.000098530014,0.00008357557],"category_scores_gemma":[0.00057136064,0.00013463748,0.000183536,0.00035038026,0.00038694154,0.000051311825,0.0005097118,0.0004618633,4.2594513e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007031263,0.0001576481,0.92640066,0.00009525297,0.000918741,0.00010009877,0.00045019216,0.0002417021,0.0033026123,0.00019730853,1.8144785e-7,0.06743246],"study_design_scores_gemma":[0.0021599391,0.00095663616,0.9874883,0.00003338432,0.00014359143,0.00010624132,0.0037800847,0.0020337056,0.002354048,0.0007894885,0.000010979185,0.00014358546],"about_ca_topic_score_codex":0.00032966578,"about_ca_topic_score_gemma":0.0000074922405,"teacher_disagreement_score":0.06728888,"about_ca_system_score_codex":0.00010384568,"about_ca_system_score_gemma":0.000012375358,"threshold_uncertainty_score":0.5490357},"labels":[],"label_agreement":null},{"id":"W4283261696","doi":"10.5539/gjhs.v14n7p61","title":"Prevalence and Associated Factors of Obstructive Sleep Apnea in Saudi Arabia: A Web Based Questionnaire Based Study","year":2022,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Body mass index; Sleep apnea; Cross-sectional study; Physical therapy; Demography; Pediatrics; Internal medicine; Pathology","score_opus":0.023859488121355812,"score_gpt":0.34320763400791304,"score_spread":0.31934814588655724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283261696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972637,0.0005541375,0.0001527288,0.00090904784,0.00034203278,0.0006871832,0.000050317354,0.00000957784,0.000031236912],"genre_scores_gemma":[0.9994303,0.0000051078655,0.00041979254,0.00011323232,0.000015319856,0.000007641665,8.195577e-7,0.000006169447,0.0000016159514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954438,0.0005443551,0.0008416274,0.0003414437,0.0023141906,0.0005145786],"domain_scores_gemma":[0.99771094,0.00012057266,0.00084986363,0.00021756043,0.00073240395,0.00036866727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046628425,0.00014829087,0.000525856,0.0005076289,0.00035563737,0.00002228033,0.00042568176,0.00003203179,0.000040138766],"category_scores_gemma":[0.0015126256,0.00012752372,0.00006949099,0.0024427364,0.00053681154,0.0002547671,0.00015782047,0.0005844458,3.32989e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027581755,0.0008058599,0.9941232,0.00012987429,0.000017896804,0.00005029374,0.00022255322,0.0006349284,0.00034297007,0.000017311511,0.000006393186,0.0033728648],"study_design_scores_gemma":[0.0032644405,0.0031101538,0.9826069,0.00016201755,0.000024674117,0.00008117335,0.0017654179,0.008758118,0.00008972142,0.00005372491,0.0000025188788,0.00008117433],"about_ca_topic_score_codex":0.00018339332,"about_ca_topic_score_gemma":0.00004479925,"teacher_disagreement_score":0.011516371,"about_ca_system_score_codex":0.0023726993,"about_ca_system_score_gemma":0.002338857,"threshold_uncertainty_score":0.62045264},"labels":[],"label_agreement":null},{"id":"W4283330406","doi":"10.1002/lio2.835","title":"Can intraoperative suturing reduce the incidence of posttonsillectomy hemorrhage? A systematic review and meta‐analysis","year":2022,"lang":"en","type":"review","venue":"Laryngoscope Investigative Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Department of Science and Technology of Sichuan Province; National Natural Science Foundation of China","keywords":"Medicine; Tonsillectomy; Odds ratio; Meta-analysis; Hemostasis; Confidence interval; Surgery; Randomized controlled trial; Incidence (geometry); Internal medicine","score_opus":0.07524199479442945,"score_gpt":0.3562628053555522,"score_spread":0.28102081056112277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283330406","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019595501,0.98511237,0.000007978825,0.0020117282,0.000068419315,0.011622747,0.0003529591,0.000057768124,0.0005700873],"genre_scores_gemma":[0.00047108906,0.9904515,0.00078837166,0.0019158727,0.000050651775,0.0053995354,0.00028698903,0.00013911474,0.0004968546],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98804367,0.006650424,0.0021622628,0.0014101558,0.00095451256,0.0007789956],"domain_scores_gemma":[0.9927732,0.002796888,0.0017388852,0.0017471692,0.0004759927,0.0004679025],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023165091,0.0011453881,0.014467016,0.0010800352,0.00043748316,0.00005016376,0.0010501612,0.00037688672,0.0015914879],"category_scores_gemma":[0.0042538536,0.0006823283,0.002237215,0.004940509,0.002653462,0.00016799568,0.0012444204,0.0025903173,0.00002005772],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012274085,0.000080599944,0.0000239611,0.84483147,0.1532798,0.00039197685,0.0005443495,4.6913584e-7,0.000023590663,0.00049412245,0.0000373791,0.0002799923],"study_design_scores_gemma":[0.00027903152,0.00044998957,0.00002681111,0.018049011,0.97308385,0.0024350418,0.00020062082,0.000026158477,0.00015204106,0.000072155955,0.004602696,0.00062260625],"about_ca_topic_score_codex":0.00045149366,"about_ca_topic_score_gemma":0.00016921283,"teacher_disagreement_score":0.82678246,"about_ca_system_score_codex":0.0004240157,"about_ca_system_score_gemma":0.0009664597,"threshold_uncertainty_score":0.99971074},"labels":[],"label_agreement":null},{"id":"W4283520226","doi":"10.3390/jpm12071036","title":"Effect of Sleep Disturbance on Cognitive Function in Elderly Individuals: A Prospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"Journal of Personalized Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea","keywords":"Cognition; Medicine; Obstructive sleep apnea; Body mass index; Sleep disorder; Sleep apnea; Logistic regression; Polysomnography; Respiratory disturbance index; Montreal Cognitive Assessment; Effects of sleep deprivation on cognitive performance; Prospective cohort study; Cohort; Sleep (system call); Physical therapy; Internal medicine; Audiology; Cognitive impairment; Apnea; Psychiatry","score_opus":0.01517850172655828,"score_gpt":0.3330296498794844,"score_spread":0.31785114815292614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283520226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99375856,0.0015089717,0.00007187039,0.00049338886,0.00041645468,0.0024643438,0.000016370834,0.00000968256,0.0012603478],"genre_scores_gemma":[0.9990916,0.000023064556,0.000019343372,0.00012054789,0.00033005333,0.00016146892,0.00001157658,0.000031782354,0.0002105145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99483246,0.0010805988,0.00079827505,0.00032651162,0.0026650948,0.0002970393],"domain_scores_gemma":[0.99731874,0.0011054877,0.0006675088,0.0001838213,0.0005339126,0.00019051584],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0050403248,0.00024222989,0.0012087616,0.0008889189,0.000105871746,0.0000051894976,0.0001690679,0.00005124536,0.0012195387],"category_scores_gemma":[0.0023008587,0.00016844814,0.00017896021,0.0009996018,0.00031194437,0.000099529825,0.00007268043,0.0013755207,0.0000034490224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025863396,0.0016584994,0.95057946,0.00016693817,0.0011656546,0.0006166349,0.005342815,0.0000107926235,0.0017557403,0.000044717584,0.00016024553,0.012635098],"study_design_scores_gemma":[0.03939671,0.103382185,0.84239286,0.00045688223,0.001317317,0.00031794273,0.011591649,0.000057933936,0.0007510736,0.000057428995,0.00016105534,0.00011698423],"about_ca_topic_score_codex":0.00006075205,"about_ca_topic_score_gemma":0.0000054042516,"teacher_disagreement_score":0.108186625,"about_ca_system_score_codex":0.0006165387,"about_ca_system_score_gemma":0.00010589046,"threshold_uncertainty_score":0.99969345},"labels":[],"label_agreement":null},{"id":"W4283657417","doi":"10.5935/1984-0063.20220047","title":"Impact of sleep apnea and treatments on cardiovascular disease","year":2022,"lang":"en","type":"review","venue":"Sleep Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Atrial fibrillation; Sleep apnea; Obstructive sleep apnea; Stroke (engine); Epidemiology; Heart failure; Disease; Central sleep apnea; Intensive care medicine; Cardiology; Internal medicine; Breathing; Apnea; Polysomnography; Anesthesia","score_opus":0.06384479510596114,"score_gpt":0.38542035652882545,"score_spread":0.3215755614228643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283657417","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038563116,0.99237406,0.000015612799,0.000007532869,0.00020769311,0.0017243293,0.00018602869,0.00002924961,0.0015992023],"genre_scores_gemma":[0.01236649,0.98706317,0.000081633094,0.000007030259,0.000083813946,0.0001929608,0.0000600131,0.000057032543,0.00008787383],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99522555,0.00020575979,0.00041578972,0.0011194954,0.0023903616,0.0006430635],"domain_scores_gemma":[0.99713737,0.00017371096,0.00018369916,0.0015794126,0.0001264976,0.0007993338],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009630902,0.00045015878,0.0017003185,0.0008884531,0.00027142826,0.000043315744,0.00058177335,0.000078025085,0.00042976678],"category_scores_gemma":[0.00063891936,0.00030856102,0.001505476,0.0019812512,0.0011580661,0.000144635,0.00050850015,0.00048128286,0.000044712888],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004731607,0.00024264073,0.0007465532,0.0023915742,0.0016079592,0.00018627135,0.000034815217,0.000014340303,0.0000032416597,0.000038541188,0.0000040118434,0.9946827],"study_design_scores_gemma":[0.0057430007,0.0066198064,0.037600324,0.0050295223,0.02573843,0.0006651179,0.00012230415,0.0022938494,0.000027578528,0.00009857683,0.9140379,0.0020236373],"about_ca_topic_score_codex":0.00007693298,"about_ca_topic_score_gemma":1.6456025e-7,"teacher_disagreement_score":0.9926591,"about_ca_system_score_codex":0.001200644,"about_ca_system_score_gemma":0.0005739218,"threshold_uncertainty_score":0.99993664},"labels":[],"label_agreement":null},{"id":"W4283690254","doi":"10.1371/journal.pone.0269112","title":"Association of obstructive sleep apnea and opioids use on adverse health outcomes: A population study of health administrative data","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bruyère; University of Calgary; Sunnybrook Health Science Centre; University Health Network; University of Toronto; Health Sciences Centre; Ottawa Hospital; University of Ottawa","funders":"University of California, San Diego; ResMed; Physicians' Services Incorporated Foundation; LivaNova; National Institutes of Health; Jazz Pharmaceuticals","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Association (psychology); MEDLINE; Emergency medicine; Population; Environmental health; Internal medicine; Psychology; Biology","score_opus":0.1783216191170234,"score_gpt":0.3817416322768515,"score_spread":0.20342001315982808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283690254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99502254,0.00004676488,0.00001554322,0.0016933456,0.000048285645,0.0023136002,0.00079438015,0.000022832251,0.00004269654],"genre_scores_gemma":[0.99804944,0.000009938045,0.0010614265,0.00013531322,0.000020980096,0.000059739305,0.0005112848,0.000023786799,0.00012807433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99623245,0.00080454926,0.00068392453,0.00045243168,0.0015531335,0.0002735248],"domain_scores_gemma":[0.9976933,0.00042250438,0.0008354796,0.00068314286,0.00022597678,0.00013956963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011779579,0.00014896331,0.00078979845,0.00026071703,0.00019586051,0.0000068959916,0.00017032147,0.000038012855,0.000087400345],"category_scores_gemma":[0.0011349766,0.0001473397,0.000034462722,0.00040807223,0.000043118012,0.00020044099,0.000328226,0.00039767995,0.0000012143474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005590458,0.008233117,0.9803174,0.0002915847,0.0012956394,0.0000038891267,0.0049755494,0.000011455604,0.00018611738,0.000114557195,0.000018083741,0.0039935745],"study_design_scores_gemma":[0.0035066607,0.0069394503,0.97365856,0.000050012037,0.00015917837,0.0000012486088,0.014315202,0.0011449353,0.000098195276,0.00003344317,0.000006458946,0.0000866614],"about_ca_topic_score_codex":0.0020727261,"about_ca_topic_score_gemma":0.00027272984,"teacher_disagreement_score":0.009339652,"about_ca_system_score_codex":0.00090597395,"about_ca_system_score_gemma":0.0001363149,"threshold_uncertainty_score":0.60083383},"labels":[],"label_agreement":null},{"id":"W4283709510","doi":"10.3390/covid2070064","title":"Obstructive Sleep Apnea (OSA) and COVID-19: Mortality Prediction of COVID-19-Infected Patients with OSA Using Machine Learning Approaches","year":2022,"lang":"en","type":"article","venue":"COVID","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Case fatality rate; Mortality rate; Pandemic; Intensive care medicine; Population; Disease; Coronavirus disease 2019 (COVID-19); Sleep apnea; Emergency medicine; Medical emergency; Internal medicine; Infectious disease (medical specialty); Environmental health","score_opus":0.07254321936587849,"score_gpt":0.31382676718155034,"score_spread":0.24128354781567185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283709510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773892,0.00019559795,0.019313749,0.00031850027,0.00013152637,0.0015419008,0.00070428225,0.00017637873,0.00022882679],"genre_scores_gemma":[0.99759465,0.000004507483,0.0009426449,0.00033639788,0.00006859882,0.00010680719,0.00085228856,0.00006180322,0.000032295935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99619764,0.00077893777,0.0004824975,0.0007924315,0.0012585176,0.0004899632],"domain_scores_gemma":[0.9975127,0.0004189837,0.0003896482,0.0004937491,0.00022435101,0.0009605432],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00087988435,0.0003288099,0.0005788308,0.0004382278,0.00083004247,0.000032332846,0.0001845084,0.00011595814,0.0005258815],"category_scores_gemma":[0.0032766676,0.00030443163,0.000098464734,0.0009062203,0.00065182056,0.00021416093,0.0004685637,0.00089145015,0.0000016829034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015242818,0.00039298457,0.9837974,0.00068712106,0.00047527216,0.00005728062,0.002071036,0.0078417035,0.0015550122,0.0001603524,0.000011825822,0.0014257374],"study_design_scores_gemma":[0.014404112,0.002337457,0.82007146,0.000023186893,0.00076449587,0.00020910212,0.003755684,0.15417041,0.001078132,0.00033104524,0.0023369216,0.00051797647],"about_ca_topic_score_codex":0.0012156391,"about_ca_topic_score_gemma":0.0000577916,"teacher_disagreement_score":0.16372591,"about_ca_system_score_codex":0.0014573674,"about_ca_system_score_gemma":0.0005656976,"threshold_uncertainty_score":0.99994075},"labels":[],"label_agreement":null},{"id":"W4283725553","doi":"10.1161/hypertensionaha.122.19288","title":"Influence of Obstructive Sleep Apnea Severity on Muscle Sympathetic Nerve Activity and Blood Pressure: a Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Advanced Education; University of Alberta","funders":"Universities Space Research Association; Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"Medicine; Obstructive sleep apnea; Blood pressure; Microneurography; Internal medicine; Cardiology; Diastole; Population; Continuous positive airway pressure; Incidence (geometry); Heart rate; Baroreflex","score_opus":0.07175813084980451,"score_gpt":0.3210603530107079,"score_spread":0.2493022221609034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283725553","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042746975,0.99047136,0.0000024651476,0.000059849925,0.000017602615,0.004868582,0.00023230258,0.00003263182,0.000040508414],"genre_scores_gemma":[0.024459545,0.9745145,0.000077968165,0.00012302457,0.000010710283,0.00063855055,0.00004330055,0.00006747601,0.00006492327],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.994817,0.0016817672,0.0009756555,0.0010903477,0.0010825256,0.00035269567],"domain_scores_gemma":[0.9959348,0.0010488371,0.0009489732,0.0014692511,0.00034280794,0.0002553477],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010982676,0.00067526964,0.010887335,0.000546364,0.0001552186,0.000023913353,0.0002479101,0.00025841838,0.00013372407],"category_scores_gemma":[0.0012870273,0.00043787473,0.0017757342,0.0013836614,0.00025427327,0.00012265892,0.000490199,0.000924772,0.000005609511],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014554267,0.00026511343,0.0000035160638,0.8373467,0.15161625,0.00012713332,0.00004571161,0.0000045060633,0.000032965974,0.000014910188,0.0000023753196,0.010526319],"study_design_scores_gemma":[0.00028070333,0.00029725532,0.00020412168,0.013043982,0.9832265,0.0006017629,0.000020022348,0.0001377644,0.000015475767,0.0000072657003,0.001827347,0.00033784081],"about_ca_topic_score_codex":0.00011176391,"about_ca_topic_score_gemma":0.0000031304014,"teacher_disagreement_score":0.8316102,"about_ca_system_score_codex":0.000062550964,"about_ca_system_score_gemma":0.00005919354,"threshold_uncertainty_score":0.9998073},"labels":[],"label_agreement":null},{"id":"W4283753063","doi":"10.2147/nss.s360970","title":"Respiratory Motion and Airflow Estimation During Sleep Using Tracheal Movement and Sound","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; North Toronto Eye Care; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Airflow; Movement (music); Sound (geography); Respiratory system; Acoustics; Motion (physics); Sleep (system call); Audiology; Physical medicine and rehabilitation; Anatomy; Artificial intelligence; Mechanical engineering; Engineering; Computer science","score_opus":0.019844942011479353,"score_gpt":0.31472483532532736,"score_spread":0.294879893313848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283753063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976301,0.0011997472,0.00044368295,0.00021797954,0.00008541545,0.00025011343,0.0000052606306,0.00001018042,0.00015751223],"genre_scores_gemma":[0.9980279,0.0000035179944,0.0018084986,0.000106765416,0.000033561137,0.000005734163,0.0000014470007,0.0000062576178,0.000006287943],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99860173,0.000033467342,0.00014554293,0.00031291886,0.0007047432,0.00020159184],"domain_scores_gemma":[0.99955785,0.000027357473,0.00006219456,0.00012522294,0.00010430012,0.00012309132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077529385,0.0000810069,0.00013658317,0.00030214703,0.00050757756,0.000034071014,0.000065649125,0.000058002803,0.000025260753],"category_scores_gemma":[0.00012190563,0.000074727875,0.000015298005,0.0004323945,0.0004774353,0.0002857418,0.00017374064,0.0004127797,1.291768e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022253137,0.00011947882,0.08212023,0.00024357611,0.000028486116,0.000027832153,0.0013835569,0.0008476714,0.7624706,0.0012173356,0.0000013631065,0.15131733],"study_design_scores_gemma":[0.0021777633,0.00053930044,0.6163923,0.000021158141,0.00006250353,0.00012715162,0.0014391694,0.31890303,0.05883286,0.0013182084,0.000014336824,0.00017221365],"about_ca_topic_score_codex":0.00001318654,"about_ca_topic_score_gemma":0.0000024419076,"teacher_disagreement_score":0.7036377,"about_ca_system_score_codex":0.00013282725,"about_ca_system_score_gemma":0.000020932657,"threshold_uncertainty_score":0.39039275},"labels":[],"label_agreement":null},{"id":"W4283776333","doi":"10.1016/j.sleep.2022.06.017","title":"Demographics, sleep apnea and positive airway pressure (PAP) treatment-related characteristics associated with PAP adherence: A large retrospective community-based longitudinal observational study","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Lung Health Foundation; Physicians' Services Incorporated Foundation; University of Ottawa","keywords":"Demographics; Medicine; Observational study; Continuous positive airway pressure; Sleep apnea; Positive airway pressure; Retrospective cohort study; Longitudinal study; Obstructive sleep apnea; Internal medicine; Demography; Pathology","score_opus":0.050452616012953685,"score_gpt":0.3165602174531712,"score_spread":0.2661076014402175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283776333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99247384,0.0003979667,0.00022074705,0.0017811005,0.0002505438,0.0031080653,0.0011157431,0.00017265748,0.00047934425],"genre_scores_gemma":[0.9951339,0.000009637925,0.00007507178,0.0003985023,0.00013259576,0.00043718016,0.003354926,0.000089928144,0.00036829084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99441296,0.001533355,0.000688017,0.0007453352,0.0018584718,0.0007618912],"domain_scores_gemma":[0.99653983,0.0008186432,0.00046506352,0.0007350173,0.0010211931,0.00042024557],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017694458,0.0005607842,0.0011458239,0.00051501207,0.0015309204,0.00003276161,0.00030334585,0.00015980538,0.0010917778],"category_scores_gemma":[0.00082202186,0.0004390891,0.00011730557,0.0016887073,0.0007813419,0.000147248,0.00026350023,0.0020511292,0.0000052499863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002205439,0.0052197664,0.9819362,0.000055608598,0.0034273958,0.0004965594,0.0044927597,0.000020775115,0.00044609042,0.0002567874,0.0000714066,0.001371177],"study_design_scores_gemma":[0.023410736,0.026233628,0.9351609,0.00012349285,0.0020965512,0.00006820843,0.0056237937,0.006677784,0.000047618265,0.00006716764,0.00013367625,0.00035647486],"about_ca_topic_score_codex":0.00048830133,"about_ca_topic_score_gemma":0.0002665629,"teacher_disagreement_score":0.046775363,"about_ca_system_score_codex":0.00072631973,"about_ca_system_score_gemma":0.00014617841,"threshold_uncertainty_score":0.99982136},"labels":[],"label_agreement":null},{"id":"W4283776551","doi":"10.21203/rs.3.rs-1758620/v1","title":"Gender Differences in Obstructive Sleep Apnea with Comorbid Treatment-Resistant Depression","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Queen's University; ResMed; ResMed Foundation","keywords":"Obstructive sleep apnea; Depression (economics); Medicine; Sleep apnea; Polysomnography; Mood; Sleep disorder; Apnea; Physical therapy; Sleep (system call); Insomnia; Psychiatry; Internal medicine","score_opus":0.09057090867581075,"score_gpt":0.389669909161523,"score_spread":0.29909900048571225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283776551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783599,0.002701381,0.000096820346,0.0004358437,0.0002128183,0.0049498505,0.00043444982,0.00012871674,0.012680238],"genre_scores_gemma":[0.9944894,0.0002922478,0.00078616786,0.0000134727325,0.00024250736,0.0026473561,0.00056792994,0.00015990669,0.00080101343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98937696,0.0018764237,0.00062058837,0.0019639882,0.0044383393,0.0017237097],"domain_scores_gemma":[0.99540484,0.0009576923,0.00018447636,0.0019054321,0.0008826811,0.000664865],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001214006,0.00071833737,0.0012955688,0.0019980292,0.00052909495,0.000189485,0.00081837823,0.00047815818,0.0029807515],"category_scores_gemma":[0.00047196067,0.00052106014,0.00029020282,0.0014575726,0.0008198494,0.00012943825,0.002561299,0.0047133844,0.00006116741],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008078485,0.0019130778,0.94627196,0.0020855516,0.00097177405,0.0042663165,0.004047255,0.00016287636,0.0020498151,0.00042210385,0.0000632929,0.029667476],"study_design_scores_gemma":[0.005869314,0.0030158581,0.9705398,0.00065775006,0.00012362319,0.00007744535,0.012296655,0.0027210612,0.0020168421,0.0011874542,0.0008322468,0.0006619175],"about_ca_topic_score_codex":0.0020385005,"about_ca_topic_score_gemma":0.00060140586,"teacher_disagreement_score":0.02900556,"about_ca_system_score_codex":0.0039661103,"about_ca_system_score_gemma":0.0009349874,"threshold_uncertainty_score":0.9998575},"labels":[],"label_agreement":null},{"id":"W4284974401","doi":"10.5664/jcsm.10120","title":"Opioid dose and postoperative respiratory adverse events after adenotonsillectomy in medically complex children","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Interquartile range; Obstructive sleep apnea; Odds ratio; Anesthesia; Polysomnography; Confidence interval; Respiratory disturbance index; Continuous positive airway pressure; Hypopnea; Sleep apnea; Apnea; Internal medicine","score_opus":0.05553773948690368,"score_gpt":0.4061620764478162,"score_spread":0.35062433696091255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284974401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98675203,0.0015998839,0.00003603977,0.009846526,0.000550627,0.00069132063,0.0000136237995,0.000010756886,0.00049920863],"genre_scores_gemma":[0.99114805,0.00015022556,0.000652966,0.006923867,0.0009921852,0.000026395513,0.000010485638,0.00003410591,0.00006168854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99364936,0.0011458944,0.0023698942,0.0003974416,0.0020121515,0.00042524876],"domain_scores_gemma":[0.9966423,0.0010902309,0.0006407653,0.00032684667,0.00044256338,0.00085731636],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0055092643,0.000246346,0.0013639522,0.00059123116,0.0001241887,0.0000037436025,0.0003241889,0.00014502402,0.004149882],"category_scores_gemma":[0.005293241,0.00017476309,0.00023543002,0.0005895549,0.00072814024,0.00014560203,0.00037369112,0.0027346236,0.000010291915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007539396,0.00084144133,0.9552673,0.000028132241,0.00035767464,0.0019360763,0.00065046316,0.000009154442,0.0005681731,0.000022186525,0.0011752278,0.031604744],"study_design_scores_gemma":[0.02309935,0.00731722,0.9605383,0.00016817708,0.00018006175,0.0008655979,0.0005241893,0.00014547633,0.000013050185,0.000121690646,0.0068831146,0.00014373127],"about_ca_topic_score_codex":0.000028139246,"about_ca_topic_score_gemma":0.000016649414,"teacher_disagreement_score":0.031461015,"about_ca_system_score_codex":0.00024264361,"about_ca_system_score_gemma":0.00030813913,"threshold_uncertainty_score":0.9995661},"labels":[],"label_agreement":null},{"id":"W4285006958","doi":"10.1016/j.sleep.2022.07.005","title":"Use of the Complete Airway Repositioning and Expansion (CARE) approach in 220 patients with Obstructive Sleep Apnea (OSA): A retrospective cohort study","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Retrospective cohort study; Obstructive sleep apnea; Cohort; Sleep apnea; Apnea; Polysomnography; Airway; Internal medicine; Physical therapy; Surgery","score_opus":0.01823881901691114,"score_gpt":0.2542140029902501,"score_spread":0.23597518397333897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285006958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99372774,0.00013297619,0.00018967222,0.0002290584,0.00021611346,0.0045735636,0.000066925866,0.000032920707,0.00083101145],"genre_scores_gemma":[0.9987167,0.0000022429326,0.00054621353,0.000102434264,0.00006653925,0.0003398321,0.00013809033,0.000053032363,0.000034905002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99550086,0.0005645604,0.0006006244,0.000804742,0.0021092857,0.00041990518],"domain_scores_gemma":[0.99789363,0.00018689984,0.00033451887,0.00081725686,0.0006016782,0.00016604197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061175966,0.00030645385,0.0008164466,0.00040329335,0.00041931463,0.000014113847,0.00022777318,0.000057784164,0.00011441034],"category_scores_gemma":[0.00038970937,0.00020155127,0.00006425007,0.0012695321,0.0006986486,0.00017271735,0.0005125583,0.0009458887,6.5192063e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012731955,0.00081159675,0.98375267,0.00007514582,0.00028460444,0.00004301378,0.009672449,0.00013310126,0.0008917955,0.00008585146,0.000011872577,0.0029647034],"study_design_scores_gemma":[0.008146705,0.0035394214,0.96743286,0.000082805884,0.00030758427,0.000051810457,0.018410238,0.0016360742,0.00017305315,0.000023901493,0.000017858887,0.0001776632],"about_ca_topic_score_codex":0.0007734674,"about_ca_topic_score_gemma":0.000054849366,"teacher_disagreement_score":0.016319785,"about_ca_system_score_codex":0.0007903059,"about_ca_system_score_gemma":0.00003888576,"threshold_uncertainty_score":0.8219022},"labels":[],"label_agreement":null},{"id":"W4285008945","doi":"10.1016/j.sleep.2022.07.004","title":"Gender-specific association between obstructive sleep apnea and cognitive impairment among adults","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"China Postdoctoral Science Foundation; Medical Research Council; West China Hospital, Sichuan University; National Outstanding Youth Science Fund Project of National Natural Science Foundation of China; Sichuan University; Chengdu Science and Technology Bureau","keywords":"Obstructive sleep apnea; Medicine; Cognition; Association (psychology); Prospective cohort study; Effects of sleep deprivation on cognitive performance; Cognitive impairment; Cognitive decline; Sleep apnea; Subgroup analysis; Internal medicine; Dementia; Audiology; Psychology; Meta-analysis; Psychiatry; Disease","score_opus":0.021404121448885396,"score_gpt":0.2828153593783984,"score_spread":0.26141123792951304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285008945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98893154,0.0014558923,0.00052706484,0.0017233627,0.00063037046,0.0019424203,0.00016240864,0.00013787553,0.004489044],"genre_scores_gemma":[0.9973443,0.000044251807,0.00015389666,0.00027504883,0.0010699055,0.00029461368,0.0004541103,0.00007541877,0.00028841538],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951194,0.00040930777,0.0006290809,0.000871469,0.002151041,0.000819729],"domain_scores_gemma":[0.99744564,0.00072972995,0.00036725786,0.0003808072,0.0005149747,0.00056160055],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012421783,0.00038721075,0.0007880698,0.0005275994,0.00053810957,0.00002144146,0.0001975732,0.00014809477,0.0020743152],"category_scores_gemma":[0.0005942158,0.00035302076,0.00012243437,0.00084031746,0.00045724591,0.0001765541,0.00042145466,0.001201872,0.000041847496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009998884,0.00022421997,0.8997523,0.00012547975,0.0011240469,0.00019380823,0.006119813,0.0000033447695,0.0005150605,0.00014515834,0.0006134827,0.090183355],"study_design_scores_gemma":[0.011356023,0.0020960562,0.9658826,0.00008152146,0.0006674325,0.000074870804,0.016866924,0.0006583014,0.00053595845,0.00032527474,0.0011354579,0.00031955173],"about_ca_topic_score_codex":0.00012787589,"about_ca_topic_score_gemma":0.000008098503,"teacher_disagreement_score":0.08986381,"about_ca_system_score_codex":0.0013006616,"about_ca_system_score_gemma":0.000039157167,"threshold_uncertainty_score":0.9998922},"labels":[],"label_agreement":null},{"id":"W4285084446","doi":"10.1164/rccm.202203-0618oc","title":"Targeted Genome Sequencing Identifies Multiple Rare Variants in Caveolin-1 Associated with Obstructive Sleep Apnea","year":2022,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Environmental Health Sciences; National Institute on Aging; National Eye Institute; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; U.S. Department of Health and Human Services; National Institutes of Health; Evans Medical Foundation; School of Medicine, Boston University; National Center for Advancing Translational Sciences; National Human Genome Research Institute; University of Toronto","keywords":"Medicine; Obstructive sleep apnea; Genome-wide association study; Bioinformatics; Genetic linkage; Gene; Genetic association; Sleep apnea; Population; Genetics; Genotype; Internal medicine; Biology; Single-nucleotide polymorphism","score_opus":0.022065938938973732,"score_gpt":0.2984882059471511,"score_spread":0.27642226700817735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285084446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99497074,0.0031945317,0.0002658391,0.0007904219,0.00022310743,0.00025889606,0.00004931169,0.00001721662,0.00022992247],"genre_scores_gemma":[0.99850845,0.0000070301526,0.000239745,0.0009121802,0.00024971712,0.000019996782,0.000014304086,0.000038789254,0.000009788594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964462,0.0007369354,0.0006980855,0.0003533904,0.0012610023,0.0005043767],"domain_scores_gemma":[0.9971619,0.0007856421,0.00029771548,0.00022535173,0.0010474848,0.00048186793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010269126,0.00024389698,0.00092469377,0.00062085333,0.00026451767,0.00001815336,0.00020058465,0.000055752484,0.00027947655],"category_scores_gemma":[0.0039962744,0.00018864853,0.00008427595,0.0010309477,0.0017524895,0.0001861894,0.00012712716,0.0014374433,8.160669e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007075664,0.0004119254,0.78032064,0.0004238043,0.00085940096,0.022750802,0.027005127,0.00029852273,0.1094082,0.000407489,0.000044537257,0.050993893],"study_design_scores_gemma":[0.0099008465,0.020231614,0.70377845,0.00035813884,0.0005205827,0.0020069564,0.26049712,0.00035300016,0.0012530113,0.00018472699,0.00046296153,0.00045259192],"about_ca_topic_score_codex":0.00009447414,"about_ca_topic_score_gemma":0.00003605135,"teacher_disagreement_score":0.23349199,"about_ca_system_score_codex":0.00079305196,"about_ca_system_score_gemma":0.0002513427,"threshold_uncertainty_score":0.76928633},"labels":[],"label_agreement":null},{"id":"W4285167687","doi":"10.20333/25000136-2022-3-34-39","title":"The influence of sleep apnoea syndrome on cognitive functions in patients with cerebral infarction","year":2022,"lang":"en","type":"article","venue":"Siberian medical review","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Polysomnography; Internal medicine; Hypopnea; Cerebral infarction; Cognition; Anesthesia; Cardiology; Pediatrics; Physical therapy; Apnea; Cognitive impairment; Disease; Ischemia; Psychiatry","score_opus":0.0083596224776536,"score_gpt":0.27633156804311715,"score_spread":0.26797194556546355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285167687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99212444,0.002105335,0.000009331629,0.0032120184,0.000111493144,0.0015247471,0.000028907967,0.000015539616,0.00086815894],"genre_scores_gemma":[0.99736065,0.0004945199,0.0000109545,0.00163781,0.000019384144,0.00032124273,0.00006374572,0.000018436613,0.00007323273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99679244,0.000397639,0.00042883522,0.00026733227,0.0018221226,0.0002916647],"domain_scores_gemma":[0.9987155,0.00039791001,0.00013551468,0.0003010567,0.00021750682,0.00023250001],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095158245,0.00013043499,0.00037827282,0.00010892772,0.00017534241,0.0000054749225,0.00018450203,0.00004210381,0.0019419999],"category_scores_gemma":[0.0028296346,0.00008078944,0.000071040406,0.000890537,0.00032928324,0.000060568436,0.00014593189,0.00080412894,0.00006120662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021897038,0.0015911597,0.623702,0.0031106793,0.00042588013,0.00019206686,0.00017628315,0.00002415358,0.0000117696,0.00085269293,0.00044892062,0.3672747],"study_design_scores_gemma":[0.0030055172,0.0022964152,0.98490965,0.0033524833,0.00010807085,0.00006827017,0.000119113894,0.000024733386,0.0000039333345,0.00003906362,0.005966515,0.00010622508],"about_ca_topic_score_codex":0.000034311215,"about_ca_topic_score_gemma":0.000017373943,"teacher_disagreement_score":0.3671685,"about_ca_system_score_codex":0.00018515029,"about_ca_system_score_gemma":0.00016003882,"threshold_uncertainty_score":0.9989704},"labels":[],"label_agreement":null},{"id":"W4285267108","doi":"10.4103/atm.atm_37_22","title":"Continuous positive airway pressure therapy suppresses inflammatory cytokines and improves glucocorticoid responsiveness in patients with obstructive sleep apnea and asthma","year":2022,"lang":"en","type":"article","venue":"Annals of Thoracic Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Christie (Canada)","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Asthma; Glucocorticoid; Systemic inflammation; Internal medicine; Sleep apnea; Inflammation; Anesthesia","score_opus":0.015917018635496907,"score_gpt":0.31183837159944355,"score_spread":0.29592135296394667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285267108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912953,0.004670455,0.00001609989,0.0017690134,0.00010610721,0.0018235144,0.00009937957,0.000023788165,0.00019638865],"genre_scores_gemma":[0.99897355,0.00016561282,0.000104867126,0.0003394513,0.000069258465,0.000117084564,0.00006201433,0.000049440045,0.00011869412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99703056,0.00047787963,0.000509528,0.00058028783,0.0009681047,0.0004336722],"domain_scores_gemma":[0.99770117,0.0005434019,0.00032195382,0.00042283576,0.00080165203,0.00020897285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069762877,0.00031876995,0.0008681965,0.00052483176,0.00013007235,0.000012588808,0.00016845675,0.00008561537,0.00014465091],"category_scores_gemma":[0.0005384497,0.0002364789,0.0000443368,0.00041508462,0.00078731956,0.0002272232,0.00026623273,0.0004973085,6.283901e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.034831744,0.00039220406,0.7963398,0.0006877119,0.00062666804,0.00016341562,0.0036994806,0.000031220607,0.025364075,0.00009373912,0.000051971176,0.13771793],"study_design_scores_gemma":[0.004649346,0.006441182,0.95986885,0.00023976169,0.00008281994,0.000051946907,0.002246502,0.00017974181,0.025309239,0.00010508469,0.0005999199,0.00022559146],"about_ca_topic_score_codex":0.000096490374,"about_ca_topic_score_gemma":0.000007202889,"teacher_disagreement_score":0.16352902,"about_ca_system_score_codex":0.000028221142,"about_ca_system_score_gemma":0.000067692854,"threshold_uncertainty_score":0.96433294},"labels":[],"label_agreement":null},{"id":"W4285392775","doi":"10.1007/s11325-022-02681-4","title":"Adherence and efficacy of mandibular advancement splint treatment of sleep-disordered breathing during pregnancy: a pilot study","year":2022,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Université de Montréal; McGill University","funders":"","keywords":"Medicine; Pregnancy; Polysomnography; Postpartum period; Obstetrics; Sleep apnea; Gestation; Oral appliance; Cohort; Anesthesia; Apnea; Internal medicine","score_opus":0.02915325213483355,"score_gpt":0.30154875325104424,"score_spread":0.2723955011162107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285392775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99279386,0.0047662794,0.00016033612,0.000100735844,0.00008184648,0.0018471635,0.000027902617,0.000035964145,0.00018590926],"genre_scores_gemma":[0.9985633,0.00022424293,0.0008497124,0.0000052279674,0.000031174288,0.00017526602,0.000012692718,0.00003450072,0.00010390524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779695,0.00014524022,0.00050666253,0.000555868,0.0006271817,0.0003680661],"domain_scores_gemma":[0.999013,0.00012319331,0.00020861659,0.00041168163,0.000091547445,0.00015193874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022027521,0.00026432954,0.0006170034,0.00024628206,0.00033843349,0.000019222847,0.00011217918,0.000027411534,0.000114639544],"category_scores_gemma":[0.000048345893,0.00023289084,0.00007217312,0.00026618756,0.00012818404,0.00011436804,0.0003575532,0.00021027682,7.332211e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006488344,0.017139291,0.43102828,0.0016256449,0.0022435924,0.0014496854,0.042935032,0.0003774196,0.115817085,0.00031496354,7.07112e-7,0.38057998],"study_design_scores_gemma":[0.08576088,0.11387215,0.7073178,0.0014363038,0.0022687765,0.0016181077,0.03668052,0.0071166325,0.042310957,0.00033356535,0.000113603775,0.0011706662],"about_ca_topic_score_codex":0.00049044745,"about_ca_topic_score_gemma":0.000017076112,"teacher_disagreement_score":0.37940928,"about_ca_system_score_codex":0.00020815204,"about_ca_system_score_gemma":0.000025455056,"threshold_uncertainty_score":0.9497013},"labels":[],"label_agreement":null},{"id":"W4285610994","doi":"","title":"Influence of obstructive sleep apnea on postoperative cognitive dysfunction in elderly patients undergoing joint replacement.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; SSS*; Obstructive sleep apnea; Epworth Sleepiness Scale; Polysomnography; Delirium; Montreal Cognitive Assessment; Anxiety; Incidence (geometry); Sleep apnea; Mini–Mental State Examination; Joint replacement; Physical therapy; Cognition; Anesthesia; Internal medicine; Arthroplasty; Apnea; Surgery; Cognitive impairment; Psychiatry","score_opus":0.02016641793916367,"score_gpt":0.2525276202057682,"score_spread":0.2323612022666045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285610994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931872,0.000027648835,0.000029826868,0.0002701306,0.00016938172,0.0028987,0.00006540841,0.000029449548,0.0033222702],"genre_scores_gemma":[0.99682075,0.0000020662158,0.00003375126,0.0002777427,0.000022830014,0.002606002,0.00006508608,0.00003076975,0.0001409839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972362,0.00032586718,0.0004558387,0.0005212563,0.0009703577,0.0004905176],"domain_scores_gemma":[0.99864846,0.00030285175,0.00021237673,0.0002560558,0.00043575803,0.0001445184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004902749,0.00019524508,0.00035315796,0.0005313691,0.00016112126,0.000012475778,0.000104363055,0.000055062235,0.000109286404],"category_scores_gemma":[0.0015148703,0.0001955856,0.000077110075,0.00081296527,0.00014849371,0.00015094984,0.00021358654,0.00061486673,0.000009857331],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010022577,0.0017352859,0.7227133,0.00013948363,0.00044847216,0.00007254125,0.0035472282,0.0036998077,0.001071535,0.0005504134,0.000032524964,0.2559668],"study_design_scores_gemma":[0.0074418355,0.0022913234,0.9786438,0.000031329466,0.000044244407,0.000009908375,0.003306152,0.00023408605,0.0076844958,0.00012297249,0.000027693124,0.00016219405],"about_ca_topic_score_codex":0.00009706789,"about_ca_topic_score_gemma":0.000027714445,"teacher_disagreement_score":0.25593045,"about_ca_system_score_codex":0.0010220504,"about_ca_system_score_gemma":0.00005682833,"threshold_uncertainty_score":0.79757494},"labels":[],"label_agreement":null},{"id":"W4285728807","doi":"10.3389/fnins.2022.899597","title":"Contribution of Obstructive Sleep Apnoea to Cognitive Functioning of Males With Coronary Artery Disease: A Relationship With Endocrine and Inflammatory Biomarkers","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"European Social Fund; Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Montreal Cognitive Assessment; Internal medicine; Polysomnography; Digit symbol substitution test; Coronary artery disease; Cardiology; Biomarker; Endocrinology; Dementia; Disease; Pathology; Apnea; Placebo","score_opus":0.012933824768902093,"score_gpt":0.2509007969341589,"score_spread":0.2379669721652568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285728807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98638225,0.00020408869,0.011997694,0.00015652081,0.00017999244,0.0009089538,0.0000746308,0.000014982646,0.000080868616],"genre_scores_gemma":[0.99829406,0.0000040944506,0.001465403,0.000051124116,0.000007884921,0.00012275855,0.000013839694,0.00001332791,0.000027518012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983306,0.00015646598,0.00022543373,0.00040485951,0.00062966696,0.00025298382],"domain_scores_gemma":[0.9991638,0.00015021449,0.00013893266,0.00016885666,0.00021014098,0.00016804718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022723275,0.00012127922,0.0002347256,0.0004926071,0.00016651767,0.000008491988,0.000097836375,0.000015075507,0.000008836329],"category_scores_gemma":[0.00060539827,0.000107799766,0.00002292157,0.0010568178,0.0008749739,0.00020358498,0.00012759097,0.00023551687,1.6074551e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00589268,0.00008736974,0.9849301,0.000052850995,0.000028792936,0.00021241682,0.00024101438,0.00036318126,0.006425312,0.00019961574,0.00000764564,0.0015589931],"study_design_scores_gemma":[0.0020628069,0.0011620701,0.9905058,0.00008598315,0.00005881247,0.00017149925,0.0021403427,0.0023057428,0.0013007201,0.00007787321,0.000026547967,0.000101796475],"about_ca_topic_score_codex":0.0000059302442,"about_ca_topic_score_gemma":0.0000038938865,"teacher_disagreement_score":0.0119117815,"about_ca_system_score_codex":0.00014360584,"about_ca_system_score_gemma":0.00011370334,"threshold_uncertainty_score":0.4395947},"labels":[],"label_agreement":null},{"id":"W4285733380","doi":"10.3390/children9071057","title":"Craniofacial Sleep Medicine: The Important Role of Dental Providers in Detecting and Treating Sleep Disordered Breathing in Children","year":2022,"lang":"en","type":"review","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Avalon Rare Metals (Canada)","funders":"","keywords":"Obstructive sleep apnea; Craniofacial; Medicine; Sleep medicine; Oral appliance; Breathing; Sleep apnea; Sleep (system call); Otorhinolaryngology; Dentistry; Intensive care medicine; Physical therapy; Sleep disorder; Psychiatry; Insomnia; Internal medicine","score_opus":0.015114428928146979,"score_gpt":0.3027103818390187,"score_spread":0.28759595291087175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285733380","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2569939,0.7390173,0.000001971996,0.00005042912,0.000060333387,0.0034992879,0.00005498655,0.000032029653,0.00028978795],"genre_scores_gemma":[0.22164115,0.7769749,0.00009194458,0.000025627496,0.00034574242,0.00036257913,0.00036975957,0.00017802445,0.000010243001],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9956888,0.00050227216,0.0014719006,0.00084825355,0.0008292389,0.0006595205],"domain_scores_gemma":[0.9980555,0.0005269081,0.00066519756,0.00057066354,0.000032579883,0.00014913671],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001291692,0.00059284904,0.002127803,0.00084842124,0.00022229848,0.000034920307,0.00048059603,0.00026910857,0.00020324324],"category_scores_gemma":[0.0011637746,0.0004111037,0.0003142689,0.0012121882,0.0003800587,0.00013652598,0.0005148634,0.0019481006,0.0000018658045],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026739133,0.000074621224,0.35217312,0.00080407714,0.0002715334,0.000025813784,0.0012070893,0.000001387485,0.0000073341653,0.000009969572,8.451385e-7,0.6453975],"study_design_scores_gemma":[0.012868312,0.0012575989,0.9438953,0.014264014,0.0036414345,0.006873224,0.010065765,0.0008600943,0.000029614328,0.00026871602,0.0041689007,0.0018070207],"about_ca_topic_score_codex":0.003741185,"about_ca_topic_score_gemma":0.00040459947,"teacher_disagreement_score":0.64359045,"about_ca_system_score_codex":0.00046588827,"about_ca_system_score_gemma":0.00014146627,"threshold_uncertainty_score":0.99983406},"labels":[],"label_agreement":null},{"id":"W4285890969","doi":"10.1016/j.ijcha.2022.101085","title":"Obstructive sleep apnea and its management in patients with atrial fibrillation: An International Collaboration of Sleep Apnea Cardiovascular Trialists (INCOSACT) global survey of practicing cardiologists","year":2022,"lang":"en","type":"article","venue":"IJC Heart & Vasculature","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; McGill University Health Centre","funders":"Respicardia; Novo Nordisk; Noble Research Institute; Meso Scale Diagnostics; Sanofi; Philips; Jazz Pharmaceuticals; Novartis; ResMed; ResMed Foundation; Pharmaceuticals Bayer; Eli Lilly and Company; Gilead Sciences; Boehringer Ingelheim","keywords":"Medicine; Obstructive sleep apnea; Atrial fibrillation; Continuous positive airway pressure; Guideline; Clinical trial; Intensive care medicine; Randomized controlled trial; Sleep apnea; Clinical equipoise; Internal medicine; Emergency medicine","score_opus":0.019279352331329762,"score_gpt":0.30213709500704183,"score_spread":0.28285774267571206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285890969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99514467,0.0010502834,0.00017328806,0.00012582687,0.0006487525,0.0021579545,0.0004779257,0.000024285455,0.00019702248],"genre_scores_gemma":[0.99796605,0.000017993601,0.0010258681,0.000016963017,0.00022394501,0.00002397787,0.0006899018,0.000030208192,0.0000050929193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952571,0.001267699,0.0006109148,0.0006732404,0.0018659756,0.00032508036],"domain_scores_gemma":[0.99761206,0.00015931383,0.0002864425,0.00060425856,0.0011920442,0.00014589405],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017509972,0.0002669935,0.0009083561,0.00028891992,0.00013125484,0.000036230333,0.00018169712,0.00016258426,0.00004014144],"category_scores_gemma":[0.0006217317,0.0002493525,0.00029341495,0.0013184086,0.00012910725,0.00045520646,0.00026275936,0.00039783522,9.753317e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007328894,0.00013838691,0.9444429,0.00014738625,0.0038445124,0.00004690399,0.0004071058,0.030451946,0.00009259874,0.00023279677,0.0000093704075,0.012857185],"study_design_scores_gemma":[0.010560222,0.0007484419,0.9822822,0.000022815097,0.00039772392,0.000047569392,0.0003430537,0.004639225,0.000117671,0.000019014211,0.0006125547,0.00020948956],"about_ca_topic_score_codex":0.00044401165,"about_ca_topic_score_gemma":0.00008972568,"teacher_disagreement_score":0.037839305,"about_ca_system_score_codex":0.0006007527,"about_ca_system_score_gemma":0.00009972437,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W4286202887","doi":"10.1016/j.sleep.2022.05.177","title":"A global consensus regarding the evaluation and management of sleepiness in obstructive sleep apnoea: results of a Delphi process","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Delphi; Sleep (system call); Delphi method; Process (computing); Medicine; Computer science; Psychology; Artificial intelligence","score_opus":0.040072917340556354,"score_gpt":0.3628979253265068,"score_spread":0.32282500798595043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286202887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819191,0.0021407946,0.00009376653,0.0047351434,0.0002999592,0.0026255508,0.000076245386,0.000020380794,0.008089023],"genre_scores_gemma":[0.9991568,0.000047366608,0.00028798063,0.000071104536,0.00007344349,0.0002722138,0.000049432027,0.000019937255,0.000021761563],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9957585,0.0004253524,0.00087217276,0.0005143191,0.0020626814,0.00036702512],"domain_scores_gemma":[0.997938,0.0002776327,0.00041735265,0.0005436662,0.0007088922,0.000114449576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031632306,0.00021657167,0.0006106646,0.00032369466,0.00013098522,0.0000037733353,0.0002627291,0.00005580078,0.0001035256],"category_scores_gemma":[0.0009953334,0.0001567965,0.00006135618,0.0017933075,0.00073382765,0.000048709324,0.00032248464,0.00033169595,6.291194e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028814284,0.0014674001,0.23413543,0.0052918526,0.0032188804,0.0008369972,0.020911628,0.008105486,0.0037428057,0.01282362,0.00051691773,0.6801347],"study_design_scores_gemma":[0.051111028,0.0024000278,0.80463433,0.0010602057,0.001701717,0.00048473166,0.077454515,0.053955976,0.0010975644,0.0052704276,0.00043461306,0.000394875],"about_ca_topic_score_codex":0.0002759046,"about_ca_topic_score_gemma":0.000058346723,"teacher_disagreement_score":0.67973983,"about_ca_system_score_codex":0.0004507997,"about_ca_system_score_gemma":0.000061784776,"threshold_uncertainty_score":0.63939756},"labels":[],"label_agreement":null},{"id":"W4286202910","doi":"10.1016/j.sleep.2022.05.165","title":"Comparison of cephalometric parameters in pediatric patients with and without obstructive sleep apnea","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Sleep (system call); Orthodontics; Pediatrics; Cardiology; Computer science","score_opus":0.022565637260902095,"score_gpt":0.3106999712100229,"score_spread":0.2881343339491208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286202910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959154,0.0011830125,0.00016362718,0.00029330302,0.0002533069,0.0011984389,0.000024011459,0.00003234171,0.0009365183],"genre_scores_gemma":[0.9985274,0.000013581429,0.001034943,0.00008323434,0.000082146515,0.00009926398,0.00008318471,0.000049497645,0.000026766698],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99639505,0.00021406346,0.0006615437,0.00057469384,0.0016413856,0.00051327544],"domain_scores_gemma":[0.998369,0.0003011584,0.00032368788,0.00043131574,0.00028096602,0.00029390425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005087079,0.00028801884,0.0009677833,0.0019174595,0.000121768906,0.0000054984357,0.00021263906,0.00006809997,0.00024752197],"category_scores_gemma":[0.00054984435,0.00022440632,0.000049621205,0.0032344356,0.0004778038,0.00010766396,0.00024411223,0.00079882925,0.0000035661287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012995806,0.00063078234,0.97177756,0.00017921744,0.00011888688,0.000019756852,0.001599982,0.00013227887,0.00010902171,0.000046061792,0.000029321263,0.024057548],"study_design_scores_gemma":[0.012252452,0.0041558184,0.9780256,0.000025750893,0.00030867444,0.000017684326,0.0027684283,0.0018998717,0.0002305022,0.0000504384,0.00006335998,0.00020138432],"about_ca_topic_score_codex":0.000119523305,"about_ca_topic_score_gemma":0.000013007779,"teacher_disagreement_score":0.023856163,"about_ca_system_score_codex":0.00028790015,"about_ca_system_score_gemma":0.00003431524,"threshold_uncertainty_score":0.9151024},"labels":[],"label_agreement":null},{"id":"W4286209167","doi":"10.3390/ijms23147983","title":"Proteomic Biomarkers of the Apnea Hypopnea Index and Obstructive Sleep Apnea: Insights into the Pathophysiology of Presence, Severity, and Treatment Response","year":2022,"lang":"en","type":"article","venue":"International Journal of Molecular Sciences","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Institute for Health and Care Research; Philips Respironics; National Institutes of Health; ResMed; Klarman Family Foundation","keywords":"Obstructive sleep apnea; Pathophysiology; Medicine; Apnea–hypopnea index; Sleep apnea; Apnea; Bioinformatics; Internal medicine; Polysomnography; Cardiology; Biology","score_opus":0.012438382017693594,"score_gpt":0.28707144986353567,"score_spread":0.27463306784584207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286209167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99589545,0.0005860282,0.00014134987,0.002679832,0.00029423484,0.00031778985,0.000007571506,0.0000015136246,0.000076263466],"genre_scores_gemma":[0.9992545,0.000042260024,0.0005731807,0.00007463659,0.00002610528,0.000013947003,3.837462e-7,0.0000050408394,0.000009911198],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99771184,0.0005682327,0.00033713563,0.00018166288,0.0010847839,0.00011634207],"domain_scores_gemma":[0.9986926,0.00029910388,0.0004210212,0.00014633134,0.0003830852,0.00005786699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073448423,0.00009912871,0.00020935008,0.00029723786,0.00017609238,0.000021132884,0.0005553985,0.000028524517,0.000017091585],"category_scores_gemma":[0.00044633332,0.000053048992,0.00010321556,0.0003580012,0.0016298519,0.00010898275,0.0004831816,0.00019536815,1.0593892e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040882947,0.00021603241,0.0448456,0.000012621455,0.0007036815,0.00014227221,0.006077241,0.0003857141,0.8891837,0.0005127282,0.000005002719,0.053827133],"study_design_scores_gemma":[0.0033503517,0.0035629626,0.7368479,0.00005137567,0.00011659105,0.0011484766,0.006883358,0.009542256,0.22630833,0.011767829,0.00026908517,0.00015150002],"about_ca_topic_score_codex":0.000100685545,"about_ca_topic_score_gemma":0.00000447087,"teacher_disagreement_score":0.6920023,"about_ca_system_score_codex":0.0001212161,"about_ca_system_score_gemma":0.00020012207,"threshold_uncertainty_score":0.60052574},"labels":[],"label_agreement":null},{"id":"W4286483919","doi":"10.1016/j.sleep.2022.05.755","title":"The Adherence Index: The combination of traditional PSG indices and Odds Ratio Product predict long-term adherence with Positive Airway Pressure therapy in Obstructive Sleep Apnea","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Positive airway pressure; Odds ratio; Index (typography); Odds; Term (time); Cardiology; Internal medicine; Logistic regression; Computer science","score_opus":0.022386790611433928,"score_gpt":0.27793967831261085,"score_spread":0.2555528877011769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286483919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865921,0.00403263,0.00030362033,0.0045856726,0.0003334311,0.0031470088,0.00008697627,0.000031177286,0.0008873855],"genre_scores_gemma":[0.99852085,0.00014935156,0.000026569918,0.00015066676,0.00022823611,0.0006388411,0.00013746321,0.000033978922,0.00011405371],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960311,0.0005945746,0.0005391984,0.00059660315,0.0018123034,0.0004262369],"domain_scores_gemma":[0.9976424,0.00089545595,0.00040137712,0.0005307918,0.00039060245,0.00013940435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010709222,0.00030727944,0.0004791797,0.00026131773,0.0005581982,0.000026779424,0.00046677678,0.000067423956,0.0002953183],"category_scores_gemma":[0.00033577168,0.0001680891,0.000051258226,0.0009995621,0.0019775962,0.00024245244,0.00015410238,0.0010716486,0.0000010791429],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006497345,0.00097501057,0.78091955,0.00021217068,0.0010580872,0.00010668556,0.0126851285,0.00016640192,0.007107481,0.00450395,0.00008138819,0.18568683],"study_design_scores_gemma":[0.0074799517,0.0076365606,0.9727357,0.00014620532,0.00015286838,0.00019690582,0.003561613,0.003080383,0.004335698,0.00046655932,0.00003394862,0.00017358149],"about_ca_topic_score_codex":0.00017959544,"about_ca_topic_score_gemma":0.00009227992,"teacher_disagreement_score":0.1918162,"about_ca_system_score_codex":0.00012243855,"about_ca_system_score_gemma":0.000135537,"threshold_uncertainty_score":0.7286536},"labels":[],"label_agreement":null},{"id":"W4286483962","doi":"10.1016/j.sleep.2022.05.697","title":"Neuroanatomical correlates of respiratory event duration in older adults with untreated sleep apnea","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Apnea; Medicine; Sleep apnea; Respiratory system; Sleep (system call); Cardiology; Audiology; Pediatrics; Anesthesia; Internal medicine","score_opus":0.010413734889926174,"score_gpt":0.27104748552381147,"score_spread":0.2606337506338853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286483962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948634,0.00072472234,0.00025272716,0.0015492615,0.00025609875,0.0012932201,0.000013567653,0.000056694193,0.0009903456],"genre_scores_gemma":[0.9990515,0.00000718191,0.000061037616,0.00037816176,0.00011792755,0.00014872053,0.00011467062,0.000052246396,0.00006856619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967303,0.0003072352,0.0007282214,0.00052083447,0.0012813293,0.00043206598],"domain_scores_gemma":[0.99858147,0.00020144873,0.0002290008,0.0005002712,0.00025806556,0.00022977113],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006490455,0.0002454806,0.000586567,0.00067986245,0.00009848449,0.000003372688,0.00019589595,0.00008047197,0.0016655788],"category_scores_gemma":[0.0003919659,0.000188108,0.00006314791,0.0012820591,0.00036872373,0.000082016166,0.00014534511,0.0008135968,0.000013503258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01437503,0.0020868557,0.8914638,0.00051170797,0.00036907828,0.001903478,0.005247625,0.0005663446,0.013188885,0.0012298143,0.00042901773,0.06862834],"study_design_scores_gemma":[0.034252357,0.007370448,0.9061364,0.00038824405,0.00029889712,0.00031550747,0.0057005626,0.039167974,0.005419997,0.00009152863,0.0004937692,0.00036433546],"about_ca_topic_score_codex":0.00015200484,"about_ca_topic_score_gemma":0.000035936944,"teacher_disagreement_score":0.06826401,"about_ca_system_score_codex":0.000333205,"about_ca_system_score_gemma":0.00006491152,"threshold_uncertainty_score":0.999247},"labels":[],"label_agreement":null},{"id":"W4286485296","doi":"10.1038/s41746-022-00630-9","title":"Age estimation from sleep studies using deep learning predicts life expectancy","year":2022,"lang":"en","type":"article","venue":"npj Digital Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; National Heart, Lung, and Blood Institute; National Institute on Aging; National Center for Advancing Translational Sciences; Danmarks Tekniske Universitet; Johns Hopkins University; York University; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Klarman Family Foundation; University of Washington; American Sleep Medicine Foundation; University of California, Davis; University of Minnesota; U.S. Department of Health and Human Services; National Institutes of Health; Case Western Reserve University","keywords":"Life expectancy; Estimation; Expectancy theory; Psychology; Econometrics; Artificial intelligence; Sleep (system call); Deep learning; Cognitive psychology; Computer science; Statistics; Gerontology; Demography; Mathematics; Medicine; Economics; Sociology; Social psychology","score_opus":0.0592865076667791,"score_gpt":0.3450982479370772,"score_spread":0.2858117402702981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286485296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817378,0.0056495285,0.0031163641,0.0010603968,0.000693037,0.00062358566,0.000026306112,0.00023863591,0.006854381],"genre_scores_gemma":[0.9972871,0.000026894511,0.0009653101,0.0002552487,0.0007375247,0.000074689626,0.00029960184,0.00006417836,0.00028947231],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99686813,0.00011429478,0.0005101478,0.0005159532,0.0015271236,0.00046435377],"domain_scores_gemma":[0.99843484,0.00046068564,0.00017687908,0.0003577929,0.00020996162,0.00035983755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029245875,0.00026679836,0.00064106385,0.00032928406,0.0003923013,0.000036671707,0.00018261575,0.000056217337,0.00086101965],"category_scores_gemma":[0.004917978,0.0002293133,0.00008671729,0.00062497106,0.0003705427,0.00034891942,0.00039507207,0.0007520867,0.00003761465],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030037912,0.0013455688,0.23096675,0.0008117145,0.0039109644,0.006374928,0.04790501,0.015168897,0.045318276,0.0009669019,0.0017192056,0.642508],"study_design_scores_gemma":[0.0314248,0.0116412025,0.15099135,0.0014413899,0.0017720262,0.0008895402,0.16084808,0.6183912,0.0019712013,0.007164378,0.011614065,0.0018507458],"about_ca_topic_score_codex":0.000050898972,"about_ca_topic_score_gemma":0.0000026348243,"teacher_disagreement_score":0.64065725,"about_ca_system_score_codex":0.00054599374,"about_ca_system_score_gemma":0.000050072205,"threshold_uncertainty_score":0.9427561},"labels":[],"label_agreement":null},{"id":"W4286632988","doi":"10.3389/fnins.2022.934166","title":"Abnormal Cerebral Blood Flow and Volumetric Brain Morphometry in Patients With Obstructive Sleep Apnea","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Cerebral blood flow; Medicine; Cardiology; Obstructive sleep apnea; Internal medicine; Occipital lobe; Perfusion scanning; Montreal Cognitive Assessment; Prefrontal cortex; Perfusion; Anesthesia; Cognitive impairment; Cognition; Radiology; Psychiatry","score_opus":0.006594384694020243,"score_gpt":0.21990714297348532,"score_spread":0.21331275827946508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286632988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965024,0.000119668235,0.001299908,0.00021060114,0.00086819415,0.00071935455,0.000046841455,0.00002589694,0.00020714334],"genre_scores_gemma":[0.9923023,0.0000022800925,0.007074941,0.00039704886,0.000021122049,0.00006149705,0.000009806977,0.000028271766,0.00010275034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968857,0.00019560229,0.00027160096,0.00080262986,0.0011707004,0.00067375624],"domain_scores_gemma":[0.9992246,0.00007029474,0.00008590001,0.0003423308,0.0000651084,0.00021177408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040522104,0.0002023866,0.00034440437,0.0017524784,0.00021554345,0.000042536558,0.00036394448,0.00004569938,0.000039424645],"category_scores_gemma":[0.0006473314,0.0001937049,0.0000344998,0.005000187,0.0005397587,0.0003639551,0.00046228926,0.0008228169,9.614894e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041706883,0.0004024729,0.98215085,0.000022939867,0.000007663737,0.00018523591,0.00023517298,0.00031905947,0.00032862174,0.00001280198,0.0001173757,0.01580073],"study_design_scores_gemma":[0.004997141,0.0011756219,0.9603425,0.0000065138684,0.000014617003,0.00005367211,0.00039946017,0.032451224,0.00018332842,0.000034167595,0.00015415541,0.00018754718],"about_ca_topic_score_codex":0.000047539666,"about_ca_topic_score_gemma":0.0000052005603,"teacher_disagreement_score":0.032132164,"about_ca_system_score_codex":0.00027641488,"about_ca_system_score_gemma":0.000060412352,"threshold_uncertainty_score":0.78990567},"labels":[],"label_agreement":null},{"id":"W4286848156","doi":"","title":"Frequency&#x2011;Specific Regional Homogeneity Alterations and Cognitive Function in Obstructive Sleep Apnea Before and After Short-Term Continuous Positive Airway Pressure Treatment","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Airway; Homogeneity (statistics); Sleep apnea; Cognition; Term (time); Apnea; Cardiology; Anesthesia; Mathematics; Psychiatry; Statistics; Physics","score_opus":0.09898551428983864,"score_gpt":0.4533813732149748,"score_spread":0.35439585892513614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286848156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9622854,0.033903882,0.00047210924,0.0002545139,0.00022844998,0.0013833849,0.00045992484,0.000018966772,0.0009933849],"genre_scores_gemma":[0.996108,0.0025941085,0.00030276724,0.000102084916,0.00022779628,0.00025007367,0.00017649817,0.000055004068,0.00018365016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99685305,0.0004462815,0.00069175207,0.0008702025,0.00067821966,0.00046051593],"domain_scores_gemma":[0.99747366,0.00036197194,0.00027584832,0.0003583775,0.0011242147,0.00040592652],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037086557,0.0004307464,0.00094415026,0.00068815687,0.00026915933,0.00057228876,0.0002705309,0.00019405421,0.002445173],"category_scores_gemma":[0.00016738068,0.0003833945,0.00016067989,0.0006716947,0.00050536374,0.0015460607,0.00041878578,0.00054360507,0.000004361582],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013917284,0.00055724673,0.87162536,0.00007763515,0.0011871923,0.0005840574,0.0010413707,0.0000030968035,0.050391525,0.00010161066,0.00007162616,0.07296755],"study_design_scores_gemma":[0.0022386352,0.00015630637,0.97146153,0.0003839019,0.000610936,0.00032486857,0.0006549793,0.0000687276,0.022273464,0.0013796616,0.00013775735,0.0003092549],"about_ca_topic_score_codex":0.0002834157,"about_ca_topic_score_gemma":0.00059519714,"teacher_disagreement_score":0.09983615,"about_ca_system_score_codex":0.00022567633,"about_ca_system_score_gemma":0.0001425076,"threshold_uncertainty_score":0.9998618},"labels":[],"label_agreement":null},{"id":"W4288430721","doi":"10.3390/app12157618","title":"CPAP Adherence Assessment via Gaussian Mixture Modeling of Telemonitored Apnea Therapy","year":2022,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Ocean Frontier Institute; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; Canada First Research Excellence Fund; Agence Nationale de la Recherche; Dalhousie University; Fondation Université Grenoble Alpes","keywords":"Medicine; Continuous positive airway pressure; Computer science; Sleep apnea; Intensive care medicine; Machine learning; Artificial intelligence; Obstructive sleep apnea; Internal medicine","score_opus":0.04367208535777039,"score_gpt":0.3458262883698154,"score_spread":0.302154203012045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288430721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96483594,0.00020991826,0.0054228255,0.0006447662,0.00020888062,0.00077847164,0.000008927248,0.000049103528,0.027841149],"genre_scores_gemma":[0.9922205,0.000009453524,0.007353251,0.00012278547,0.000077938166,0.00015451665,0.0000065594263,0.000012490954,0.00004248712],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974557,0.00006807356,0.0002631838,0.00043942727,0.0014022967,0.00037132035],"domain_scores_gemma":[0.99935067,0.00007113525,0.00009997756,0.000292922,0.00007550583,0.00010978148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000844993,0.00013476067,0.00025563256,0.00018927705,0.00048750604,0.000027653137,0.00047215633,0.000037048598,0.0004965179],"category_scores_gemma":[0.000011365287,0.00010540473,0.0000649456,0.0009466072,0.00041295702,0.000069127615,0.0001988173,0.0003700773,0.000006733269],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036275518,0.0006265432,0.02573468,0.00006345775,0.000120780416,0.000027736463,0.0016819142,0.007019243,0.75400406,0.008522717,0.00010903097,0.20172706],"study_design_scores_gemma":[0.006268498,0.004605238,0.027710471,0.00003711145,0.00007553163,0.00012656818,0.028017608,0.79378694,0.12558526,0.011254171,0.0016186329,0.0009139908],"about_ca_topic_score_codex":0.00007636414,"about_ca_topic_score_gemma":0.000002642123,"teacher_disagreement_score":0.78676766,"about_ca_system_score_codex":0.00009138735,"about_ca_system_score_gemma":0.00019657079,"threshold_uncertainty_score":0.5436523},"labels":[],"label_agreement":null},{"id":"W4289705409","doi":"10.1002/mdc3.13504","title":"Obstructive Sleep Apnea and Other Vascular Risk factors' Impact on Non‐Motor Symptoms in Parkinson's Disease","year":2022,"lang":"en","type":"article","venue":"Movement Disorders Clinical Practice","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Apathy; Internal medicine; Parkinson's disease; Body mass index; Diabetes mellitus; Physical therapy; Disease","score_opus":0.020379359951441692,"score_gpt":0.3575193776567263,"score_spread":0.3371400177052846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289705409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99239945,0.00041693955,0.00045814295,0.002157212,0.00041538518,0.002130978,0.0002091733,0.0000555761,0.0017571194],"genre_scores_gemma":[0.99521285,0.00018166722,0.0004094165,0.0035973527,0.00012434101,0.00026809043,0.0000383642,0.000088525856,0.0000794112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945793,0.0014801639,0.00080133864,0.0010569561,0.0014094625,0.0006727708],"domain_scores_gemma":[0.9945357,0.003434067,0.00043438014,0.00082954596,0.00009779332,0.00066854287],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002255915,0.00041385792,0.0006427503,0.0003016139,0.0003281354,0.000059893915,0.00027414568,0.00011653671,0.0009859139],"category_scores_gemma":[0.005930343,0.00034753126,0.00044553148,0.00051465054,0.00030600873,0.00033082752,0.00044842242,0.0019240294,0.000038125472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063026557,0.003702949,0.94817686,0.00003464693,0.000833022,0.000091624424,0.00040026606,0.0002780418,0.00002758402,0.00015001443,0.00012422897,0.039878078],"study_design_scores_gemma":[0.006781539,0.0029713234,0.9451158,0.000014387419,0.00041110296,0.0000013033012,0.002821295,0.007522691,0.0000072117386,0.0013791657,0.032611895,0.00036230733],"about_ca_topic_score_codex":0.0012833942,"about_ca_topic_score_gemma":0.000030094265,"teacher_disagreement_score":0.03951577,"about_ca_system_score_codex":0.00051752746,"about_ca_system_score_gemma":0.0001058291,"threshold_uncertainty_score":0.99992734},"labels":[],"label_agreement":null},{"id":"W4289866066","doi":"10.1016/j.chest.2022.07.017","title":"Air Pollution and the Effectiveness of Positive Airway Pressure Therapy in Individuals With Sleep Apnea","year":2022,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of British Columbia; Ottawa Hospital; Health Canada; University of Ottawa","funders":"Faculty of Health Sciences, University of Ottawa; University of Ottawa; Lung Health Foundation; Physicians' Services Incorporated Foundation; Plant Sciences Institute, Iowa State University; AstraZeneca","keywords":"Medicine; Interquartile range; Air pollution; Environmental health; Internal medicine","score_opus":0.009791569769610911,"score_gpt":0.26652453413613425,"score_spread":0.2567329643665233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289866066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950606,0.0016229963,0.00031837492,0.0015753881,0.00005707776,0.00076652336,0.000020070813,0.00000574384,0.0005732016],"genre_scores_gemma":[0.9995696,0.000040117342,0.00013725107,0.000094668954,0.000062457264,0.000052866395,0.000003991749,0.000017024322,0.000022051461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766326,0.0012183499,0.00018391863,0.00015130399,0.0005751202,0.00020803473],"domain_scores_gemma":[0.9991047,0.00041418953,0.00012813447,0.0001404349,0.00013300266,0.000079551806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026427237,0.00010957221,0.00029538013,0.00019359266,0.00021154206,0.000016029058,0.00013000918,0.000035724857,0.00007948002],"category_scores_gemma":[0.000115907584,0.00006376381,0.000055968292,0.00035808122,0.00036093363,0.00009446883,0.00009120372,0.0008094741,5.215564e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025661595,0.000829803,0.8960598,0.0003410652,0.0016297727,0.0001949241,0.007542888,0.0020626162,0.022276945,0.0018016793,0.000025206811,0.041573696],"study_design_scores_gemma":[0.014055576,0.0013585336,0.96807444,0.00006334812,0.00007385383,0.00096817594,0.0011879208,0.00029059302,0.013223782,0.00038448107,0.00024405411,0.00007524756],"about_ca_topic_score_codex":0.000029421808,"about_ca_topic_score_gemma":0.000001629787,"teacher_disagreement_score":0.07201462,"about_ca_system_score_codex":0.00010518161,"about_ca_system_score_gemma":0.000068385256,"threshold_uncertainty_score":0.3516807},"labels":[],"label_agreement":null},{"id":"W4290635565","doi":"10.3389/fmed.2022.960245","title":"Association between sleep-disordered breathing and periodontal diseases: A systematic review protocol","year":2022,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; MEDLINE; Systematic review; Intensive care medicine; Physical therapy; Internal medicine","score_opus":0.03154269577452709,"score_gpt":0.3684875578164343,"score_spread":0.3369448620419072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290635565","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[5.2767723e-7,0.7932991,0.000108477645,0.00033950256,0.000242064,0.20552082,0.0000715257,0.000058791626,0.00035922593],"genre_scores_gemma":[4.4142183e-7,0.79362935,0.00039790772,0.00013397171,0.000314564,0.20443633,0.00047453356,0.00010376628,0.00050912163],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99321556,0.0015636624,0.0019211733,0.00084898365,0.0018211507,0.00062945136],"domain_scores_gemma":[0.99696016,0.00063216646,0.0011449432,0.0007704847,0.00010854472,0.00038372347],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002707959,0.0006715181,0.00833995,0.0008832375,0.00016545967,0.000027699236,0.00040702795,0.000322976,0.0005700021],"category_scores_gemma":[0.00610176,0.00048549593,0.00042467343,0.0012235206,0.00017932475,0.0001194693,0.0002848409,0.0016851029,0.000010651651],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018312725,0.00005900895,0.005171524,0.8347905,0.0011355844,0.00015705511,0.00016813984,8.2072615e-9,1.8035538e-8,0.0000018591244,0.0031325216,0.15536547],"study_design_scores_gemma":[0.0021029902,0.00035102075,0.0001914765,0.52774584,0.016958486,0.00011600231,0.00044286854,0.000026838768,1.12021175e-8,0.000021691048,0.45168978,0.00035297332],"about_ca_topic_score_codex":0.000045422265,"about_ca_topic_score_gemma":0.0000023029704,"teacher_disagreement_score":0.44855726,"about_ca_system_score_codex":0.003010427,"about_ca_system_score_gemma":0.00023888756,"threshold_uncertainty_score":0.9997597},"labels":[],"label_agreement":null},{"id":"W4292283601","doi":"10.5664/jcsm.10194","title":"A single-arm, open-label, multicenter, and comparative study of the ANNE sleep system vs polysomnography to diagnose obstructive sleep apnea","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Confidence interval; Gold standard (test); Sleep apnea; Sleep study; Apnea; Sleep (system call); Internal medicine; Sleep medicine; Physical therapy; Pediatrics; Sleep disorder; Insomnia; Psychiatry","score_opus":0.13791722082617294,"score_gpt":0.42841918494939746,"score_spread":0.2905019641232245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292283601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98712057,0.0012761854,0.00016803497,0.004532615,0.0026142811,0.003479242,0.000035947163,0.000020865922,0.00075225084],"genre_scores_gemma":[0.9973217,0.00001820958,0.0007320875,0.00088409,0.0008628435,0.0000875543,0.0000038833896,0.000048206686,0.000041381627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9895942,0.0026031935,0.0036965627,0.0007045368,0.002791231,0.00061027927],"domain_scores_gemma":[0.99052864,0.0035282115,0.0024023552,0.0009369743,0.0015157437,0.0010880642],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0055091674,0.0004615719,0.0029384734,0.000676621,0.00044864227,0.000043949116,0.0014915798,0.00013681198,0.00023984937],"category_scores_gemma":[0.0040661437,0.00028721135,0.00032187314,0.0018765476,0.00094714115,0.00026759077,0.001734645,0.0023579504,0.000003923411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04020193,0.043005604,0.80287015,0.0003800718,0.006094315,0.001340993,0.017122515,0.00023542125,0.0048367814,0.00045445998,0.001492738,0.081965014],"study_design_scores_gemma":[0.10100361,0.12674096,0.6440302,0.00081452256,0.0031608022,0.001099435,0.11307002,0.00507023,0.00084338814,0.00008948912,0.003513584,0.0005637564],"about_ca_topic_score_codex":0.00019138708,"about_ca_topic_score_gemma":0.000054347314,"teacher_disagreement_score":0.15883996,"about_ca_system_score_codex":0.00032358637,"about_ca_system_score_gemma":0.000085196,"threshold_uncertainty_score":0.999958},"labels":[],"label_agreement":null},{"id":"W4292323219","doi":"10.1016/j.sleep.2022.07.013","title":"Evaluating symptoms and polysomnographic findings among male and female children with obesity with and without obstructive sleep apnea","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Children's Hospital of Eastern Ontario; University of Toronto; University of Ottawa; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Polysomnogram; Obesity; Polysomnography; Epworth Sleepiness Scale; Anthropometry; Apnea; Internal medicine; Pediatrics; Body mass index; Apnea–hypopnea index; Physical therapy","score_opus":0.016629227269430887,"score_gpt":0.2922264464625348,"score_spread":0.2755972191931039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292323219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950628,0.0018468339,0.00014443135,0.00061080704,0.00006790706,0.0016949984,0.000024195462,0.000085713364,0.00046231176],"genre_scores_gemma":[0.99768835,0.000028765025,0.0014784787,0.00018643668,0.00015991917,0.0001575543,0.00005682493,0.00008065326,0.00016303676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963142,0.00022118613,0.0003591323,0.0010109382,0.0014273181,0.0006672077],"domain_scores_gemma":[0.99840456,0.00015590742,0.0001886749,0.00047700296,0.0002091527,0.0005646713],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00095083745,0.00045173892,0.00078295777,0.000571559,0.00077329646,0.000039706712,0.00015561028,0.00008989656,0.00029965883],"category_scores_gemma":[0.00017338821,0.0003224612,0.00003525718,0.0008685716,0.0021594646,0.00024155655,0.00039905854,0.000937602,0.0000012116743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000966767,0.000094267634,0.9754337,0.000112745765,0.0006588609,0.00010196722,0.0024789802,0.000010437442,0.0013312236,0.00010408535,0.000005177788,0.01870177],"study_design_scores_gemma":[0.010763964,0.0059535727,0.9697294,0.0001531321,0.0008562291,0.0044777966,0.004463163,0.0028961054,0.00028040618,0.00005596112,0.000009551036,0.00036068156],"about_ca_topic_score_codex":0.00041795775,"about_ca_topic_score_gemma":0.000073511146,"teacher_disagreement_score":0.018341089,"about_ca_system_score_codex":0.00011910389,"about_ca_system_score_gemma":0.000038395716,"threshold_uncertainty_score":0.99992275},"labels":[],"label_agreement":null},{"id":"W4292566991","doi":"10.3389/fneur.2022.913193","title":"Effects of 3-month CPAP therapy on brain structure in obstructive sleep apnea: A diffusion tensor imaging study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Fractional anisotropy; Diffusion MRI; Cardiology; Effective diffusion coefficient; Anesthesia; Polysomnography; Magnetic resonance imaging; Internal medicine; Apnea; Radiology","score_opus":0.00618360446359499,"score_gpt":0.2570738049326545,"score_spread":0.2508902004690595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292566991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99335825,0.00052503427,0.00008290059,0.001954264,0.0013299148,0.0025891867,0.000017959335,0.000030988696,0.00011149938],"genre_scores_gemma":[0.9979577,0.000008826089,0.00025989674,0.0014136368,0.00006378128,0.00020371037,0.0000113047945,0.000058361624,0.000022803586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99633473,0.0013105979,0.0004190005,0.00074643554,0.0006167598,0.00057244493],"domain_scores_gemma":[0.99865746,0.0005670521,0.00015240206,0.0004703699,0.00005896327,0.000093770584],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003240318,0.0002809054,0.00074102817,0.0011498195,0.000100952086,0.0000066562407,0.00033826666,0.00009418107,0.00007586282],"category_scores_gemma":[0.0005380655,0.00025999738,0.00009172047,0.0008609009,0.00023171134,0.0000606908,0.0003025119,0.0015253483,9.4231785e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0075676884,0.001315378,0.9284267,0.00004700775,0.0000841703,0.001749684,0.0031073596,0.0003093236,0.01142742,0.00002781581,0.00028360946,0.04565383],"study_design_scores_gemma":[0.0133968545,0.0049507646,0.972185,0.00000667016,0.000021629421,0.0000654178,0.0014279279,0.005775853,0.0010628456,0.0006193541,0.00032193513,0.0001657518],"about_ca_topic_score_codex":0.00014380318,"about_ca_topic_score_gemma":0.000030491476,"teacher_disagreement_score":0.045488082,"about_ca_system_score_codex":0.00021881756,"about_ca_system_score_gemma":0.000035303157,"threshold_uncertainty_score":0.9999852},"labels":[],"label_agreement":null},{"id":"W4293066823","doi":"10.1093/sleep/zsac079.727","title":"0731 What is HSAT Missing? A Comparison of Respiratory Events and OSA Diagnosis Across Type 2 and Type 3 Studies","year":2022,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Respiratory disturbance index; Respiratory system; Apnea; Sleep (system call); Sleep apnea; Internal medicine; Polysomnography; Obstructive sleep apnea; Cardiology; Anesthesia","score_opus":0.08688019147639293,"score_gpt":0.4235712087148733,"score_spread":0.3366910172384804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293066823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9486805,0.049587693,0.0000011491961,0.0009676117,0.00037845128,0.0002987494,0.00001741542,0.000016459075,0.000051939172],"genre_scores_gemma":[0.9986798,0.00061383785,0.00013205908,0.0003636998,0.00005282751,0.00002869561,0.0000054426164,0.000021617267,0.00010203208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861187,0.00012264028,0.00023942713,0.00029724344,0.0004711664,0.00025763107],"domain_scores_gemma":[0.9991085,0.00014720856,0.00009198194,0.00024868565,0.00028384948,0.00011980486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036023537,0.00012707096,0.0003896688,0.00008933346,0.00024348283,0.000023002753,0.000081938924,0.00004319655,0.00018796553],"category_scores_gemma":[0.00031611434,0.00011631213,0.00003158914,0.00039573558,0.0002471928,0.00012236652,0.0004735977,0.0002640824,0.000007873557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042978924,0.00021224031,0.89479566,0.0002257197,0.0002892137,0.000023117216,0.008049086,0.0000022529534,0.003054168,0.000016039854,0.0010748364,0.09182791],"study_design_scores_gemma":[0.008485721,0.0067615374,0.75602984,0.00043270044,0.000544126,0.00006782221,0.08991377,0.0007513806,0.0637674,0.00066646177,0.0718991,0.00068011356],"about_ca_topic_score_codex":0.000025714198,"about_ca_topic_score_gemma":0.000010665028,"teacher_disagreement_score":0.13876577,"about_ca_system_score_codex":0.00010254631,"about_ca_system_score_gemma":0.000025713018,"threshold_uncertainty_score":0.4743071},"labels":[],"label_agreement":null},{"id":"W4293066968","doi":"10.1093/sleep/zsac079.337","title":"0340 Non-Surgical Maxillary Expansion Using A Novel Oral Appliance System","year":2022,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Interquartile range; Obstructive sleep apnea; Retrospective cohort study; Airway; Dentistry; Demographics; Surgery; Internal medicine","score_opus":0.035683914624011326,"score_gpt":0.3114923050156474,"score_spread":0.27580839039163607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293066968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883939,0.00034623116,0.0044861296,0.0001720806,0.0005849275,0.00084688823,0.000042902182,0.00012479979,0.005002162],"genre_scores_gemma":[0.9953971,0.0000019815106,0.003813447,0.00007553798,0.00023253048,0.00007864459,0.000029403076,0.00005087438,0.0003205003],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977475,0.00007277448,0.0002674596,0.0004446412,0.0009882008,0.00047943753],"domain_scores_gemma":[0.99913335,0.00003134254,0.00007213449,0.00045004272,0.00010042538,0.00021271782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039292756,0.00017310183,0.0003409233,0.00016381714,0.00032160475,0.0000203556,0.00019162163,0.00006602511,0.0005542808],"category_scores_gemma":[0.000020697447,0.00016469207,0.0001320557,0.00052503037,0.000086662694,0.00007484507,0.00043851315,0.00051152805,0.00009485816],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033282225,0.0018800494,0.03928901,0.0014522845,0.0004671053,0.008689482,0.0010649244,0.0027411003,0.85405725,0.0050325682,0.00027293048,0.08172507],"study_design_scores_gemma":[0.02863207,0.0021342551,0.0212133,0.00041589394,0.00056245807,0.023539744,0.014213129,0.79699963,0.031144965,0.00006637682,0.07938255,0.0016956289],"about_ca_topic_score_codex":0.000085451335,"about_ca_topic_score_gemma":0.0000013179866,"teacher_disagreement_score":0.8229123,"about_ca_system_score_codex":0.00072444585,"about_ca_system_score_gemma":0.00007545441,"threshold_uncertainty_score":0.6715948},"labels":[],"label_agreement":null},{"id":"W4293104681","doi":"10.5664/jcsm.10262","title":"Validation of STOP, STOP-BANG, STOP-BAG, STOP-B28, and GOAL screening tools for identification of obstructive sleep apnea in patients with Parkinson disease","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Library science; Gerontology","score_opus":0.04737761532852217,"score_gpt":0.3682792566530379,"score_spread":0.3209016413245157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293104681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878757,0.00043961796,0.008185054,0.0013636234,0.00057132536,0.0014056369,0.0001172777,0.000009286919,0.000032476037],"genre_scores_gemma":[0.9969329,0.000036194604,0.002234223,0.00011462913,0.00044518377,0.00004310192,0.0001196846,0.000045599794,0.000028450208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931988,0.00064536626,0.0031037757,0.00047982237,0.0021953494,0.0003768815],"domain_scores_gemma":[0.992422,0.0021858902,0.0028605121,0.00045712123,0.0015590299,0.00051543646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004982394,0.0002731994,0.0014432332,0.0006498412,0.00012733469,0.000016860891,0.00034112603,0.00012740491,0.00014811006],"category_scores_gemma":[0.008170963,0.00020970039,0.00026365576,0.0006454979,0.0006293284,0.00047843796,0.0001520466,0.0010393988,4.9994503e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021749869,0.0013063181,0.78001237,0.00030369306,0.00044248268,0.000039686052,0.00080591085,0.0008652784,0.0010434445,0.00013950373,0.000055631077,0.19323583],"study_design_scores_gemma":[0.02335482,0.0072985655,0.9616447,0.0002934006,0.0007288177,0.000017026705,0.0020453096,0.002814214,0.0007681217,0.00027585565,0.0005816961,0.0001774483],"about_ca_topic_score_codex":0.000028596043,"about_ca_topic_score_gemma":0.00000258044,"teacher_disagreement_score":0.19305839,"about_ca_system_score_codex":0.0002119272,"about_ca_system_score_gemma":0.00014633471,"threshold_uncertainty_score":0.97819966},"labels":[],"label_agreement":null},{"id":"W4293109573","doi":"10.3389/fnins.2022.940721","title":"Dynamic regional homogeneity alterations and cognitive impairment in patients with moderate and severe obstructive sleep apnea","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Nanchang University; National Natural Science Foundation of China","keywords":"Obstructive sleep apnea; Medicine; Precuneus; Functional magnetic resonance imaging; Internal medicine; Cardiology; Superior temporal gyrus; Cognition; Audiology; Magnetic resonance imaging; Insula; Lingual gyrus; Sleep apnea; Psychology; Neuroscience; Radiology; Psychiatry","score_opus":0.009766508293830845,"score_gpt":0.24923945868574482,"score_spread":0.23947295039191396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293109573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961659,0.000092138915,0.002232738,0.0002656899,0.00019765143,0.0008806039,0.00009733997,0.000011297013,0.000056672383],"genre_scores_gemma":[0.997728,0.000008305222,0.001805594,0.00027246177,0.0000043357877,0.00011319713,0.000021122532,0.0000132877885,0.000033692028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982477,0.00014496266,0.00016175944,0.00058987236,0.0005328379,0.00032286125],"domain_scores_gemma":[0.99956787,0.00003845997,0.00005534293,0.00013492863,0.000075079,0.0001283525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016080459,0.00013915746,0.00020198114,0.0003441669,0.0002831446,0.000034537174,0.00009674297,0.000023635326,0.0000063291],"category_scores_gemma":[0.000073296615,0.00013065319,0.0000149606185,0.00063652534,0.00051231246,0.00024347358,0.00021698677,0.00037654446,1.6945768e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012308953,0.00026546058,0.99171907,0.000016837976,0.000008033528,0.000060970262,0.0007269203,0.0003982711,0.00014551314,0.000028217053,0.000016315607,0.0053835222],"study_design_scores_gemma":[0.0031809295,0.00069046085,0.9016711,0.000012728767,0.000012443656,0.000052172123,0.00079287606,0.093213424,0.000039483177,0.0001987986,0.000011296194,0.00012428469],"about_ca_topic_score_codex":0.00002061472,"about_ca_topic_score_gemma":0.000018259236,"teacher_disagreement_score":0.09281515,"about_ca_system_score_codex":0.0002372571,"about_ca_system_score_gemma":0.000057757356,"threshold_uncertainty_score":0.5327883},"labels":[],"label_agreement":null},{"id":"W4293178000","doi":"10.1007/978-3-030-93146-9_35","title":"The Respiratory Therapist and the Vendor’s Perspective on CPAP Adherence","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; McGill University Health Centre","funders":"","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Psychosocial; Perspective (graphical); Sleep apnea; Adaptation (eye); Breathing; Intensive care medicine; Health professionals; Psychotherapist; Psychology; Physical therapy; Health care; Anesthesia; Psychiatry","score_opus":0.03735322016505735,"score_gpt":0.3205186033446306,"score_spread":0.2831653831795733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293178000","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001848676,0.008363654,0.0000024124654,0.0062349197,0.0002185188,0.001369445,0.000022531942,0.00004373912,0.9835599],"genre_scores_gemma":[0.07064572,0.0022013683,0.000025507925,0.0037853147,0.00082126306,0.0003003627,0.000009328338,0.00017377209,0.92203736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794716,0.0001511671,0.00022023094,0.0004898979,0.000922932,0.00026861034],"domain_scores_gemma":[0.99758875,0.0011316626,0.00011668793,0.00082778535,0.0002390802,0.0000960162],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00074461364,0.0002863399,0.00035805942,0.000093709816,0.0006113382,0.000059876293,0.0003223004,0.00011970547,0.004457526],"category_scores_gemma":[0.00019603688,0.00013485564,0.0001801236,0.000043819276,0.0015694642,0.000027283033,0.00027199925,0.0015571979,0.00014398283],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017288723,0.000014924461,0.000022131993,0.000014477605,0.0003990037,0.000068558744,0.00039592362,1.1573351e-7,0.000035062276,0.97421795,0.0014354043,0.02166755],"study_design_scores_gemma":[0.0044011762,0.0014728685,0.0006426044,0.00006389916,0.00013676748,0.00005800993,0.0026989398,0.000017350263,0.00008602364,0.042437825,0.94770926,0.00027527497],"about_ca_topic_score_codex":0.00010776854,"about_ca_topic_score_gemma":0.000060352828,"teacher_disagreement_score":0.94627386,"about_ca_system_score_codex":0.00048389946,"about_ca_system_score_gemma":0.00012742412,"threshold_uncertainty_score":0.9964525},"labels":[],"label_agreement":null},{"id":"W4293768213","doi":"10.1007/978-3-030-93146-9_15","title":"Obstructive Sleep Apnea, CPAP, and Impact on Cognitive Function","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Hotchkiss Brain Institute; Ontario Centre of Excellence for Child and Youth Mental Health; University of Toronto","funders":"","keywords":"Obstructive sleep apnea; Neurocognitive; Continuous positive airway pressure; Medicine; Cognition; Alertness; Comorbidity; Physical medicine and rehabilitation; Disease; Psychiatry; Cardiology; Internal medicine","score_opus":0.023633270764461017,"score_gpt":0.29671539171522643,"score_spread":0.2730821209507654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293768213","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0085247215,0.00063231343,0.00014906304,0.00016379639,0.0004105106,0.0015604805,0.00035664652,0.00013533843,0.98806715],"genre_scores_gemma":[0.5177962,0.00013220315,0.00010344437,0.0005392453,0.00065677124,0.00010220446,0.00074725633,0.0002721264,0.47965053],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971172,0.000053092674,0.00033937432,0.0009335115,0.0011031758,0.0004535958],"domain_scores_gemma":[0.99819845,0.00042882233,0.00018083508,0.00041995812,0.00037866528,0.00039324132],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019903007,0.0006210847,0.000768271,0.0006540439,0.00021326133,0.000040284394,0.00009833054,0.00037382494,0.04115201],"category_scores_gemma":[0.00013510243,0.0004973894,0.0003342755,0.000090545596,0.0003715136,0.00012812976,0.00026234073,0.0017191323,0.0005744995],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016576529,0.0002721944,0.0026170649,0.00043865928,0.008519789,0.0010487011,0.000479777,0.000006525553,0.000547199,0.21323758,0.0015791967,0.75467676],"study_design_scores_gemma":[0.055668958,0.086007945,0.35532466,0.0021724063,0.019474765,0.005126303,0.006745672,0.0029918104,0.003207774,0.12068373,0.33215928,0.010436712],"about_ca_topic_score_codex":0.000053992986,"about_ca_topic_score_gemma":0.0000068991635,"teacher_disagreement_score":0.74424005,"about_ca_system_score_codex":0.00060917495,"about_ca_system_score_gemma":0.00008289066,"threshold_uncertainty_score":0.99974775},"labels":[],"label_agreement":null},{"id":"W4293768229","doi":"10.1007/978-3-030-93146-9_22","title":"CPAP Adherence and Bariatric Surgery Patients","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Obesity; Surgery; Sleep apnea; General surgery; Sleeve gastrectomy; Intervention (counseling); Weight loss; Gastric bypass; Anesthesia; Internal medicine; Nursing","score_opus":0.034244218837229834,"score_gpt":0.2722669988735176,"score_spread":0.23802278003628774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293768229","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006694807,0.00063626934,0.0000063888237,0.00013791371,0.00039955904,0.00069406215,0.00005660584,0.000064473395,0.99130994],"genre_scores_gemma":[0.10219243,0.00068969093,0.0002710828,0.00033017117,0.00033846017,0.00004813789,0.00039038388,0.00015166824,0.895588],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981544,0.000022099544,0.0002916576,0.00046994,0.00080512534,0.000256755],"domain_scores_gemma":[0.99885887,0.00029002375,0.00009896734,0.00036425606,0.00018350875,0.0002044047],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017708918,0.00024448917,0.0004895147,0.00040273636,0.00008205346,0.000017182761,0.000085276864,0.00017341522,0.033169847],"category_scores_gemma":[0.00012149905,0.00021501559,0.00014105343,0.000060445414,0.00010701769,0.00005518469,0.00032679638,0.00063415506,0.0002287887],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007322371,0.00026816936,0.22580963,0.0010802731,0.0009942801,0.00073405076,0.000115657975,1.5967703e-7,0.000040865518,0.12753807,0.02703087,0.6156557],"study_design_scores_gemma":[0.0028825796,0.0012789565,0.11682135,0.00015287937,0.0005134884,0.000105689134,0.000044500634,0.000035621026,0.000050089788,0.0047695246,0.872263,0.0010823301],"about_ca_topic_score_codex":0.000051554503,"about_ca_topic_score_gemma":0.0000054341936,"teacher_disagreement_score":0.8452321,"about_ca_system_score_codex":0.00015881789,"about_ca_system_score_gemma":0.00009364615,"threshold_uncertainty_score":0.96771395},"labels":[],"label_agreement":null},{"id":"W4293768256","doi":"10.1007/978-3-030-93146-9_13","title":"Obstructive Sleep Apnea Phenotypes and Positive Airway Therapy Adherence","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Maple Leaf Medical Clinic; University of Saskatchewan","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Positive airway pressure; Intensive care medicine; Apnea; Sleep apnea; Vigilance (psychology); Airway; Internal medicine; Anesthesia; Psychology","score_opus":0.024285635045442934,"score_gpt":0.27983687972273663,"score_spread":0.2555512446772937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293768256","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030396034,0.003516423,0.00011768578,0.0005330636,0.00032627472,0.001701426,0.00025867322,0.00013731266,0.99036956],"genre_scores_gemma":[0.12527318,0.0016661413,0.0029067418,0.0010582696,0.00079215673,0.00017751717,0.00052879605,0.0004311883,0.867166],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971543,0.000058008674,0.00036793927,0.0009755399,0.0009824551,0.00046174106],"domain_scores_gemma":[0.9982396,0.000283232,0.00018113357,0.00059891713,0.0003824488,0.00031466194],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017197226,0.0005836316,0.00080420484,0.00034681053,0.00023386552,0.000043713073,0.00023827719,0.0003328503,0.030862672],"category_scores_gemma":[0.000053889144,0.00049733656,0.00021740948,0.00008515217,0.0005993301,0.00014215626,0.00038621054,0.0013680438,0.00021661911],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016991218,0.000103046266,0.00049929856,0.00009700982,0.0018528714,0.0004285679,0.0009232182,8.702693e-7,0.0014767111,0.2916076,0.00035401701,0.70095766],"study_design_scores_gemma":[0.029769516,0.026063662,0.04426779,0.0007462188,0.0023450768,0.0028336786,0.0034216605,0.0011898817,0.02227201,0.12515911,0.7337967,0.008134694],"about_ca_topic_score_codex":0.00012242669,"about_ca_topic_score_gemma":0.000015051353,"teacher_disagreement_score":0.73344266,"about_ca_system_score_codex":0.00033379855,"about_ca_system_score_gemma":0.00009208244,"threshold_uncertainty_score":0.9997478},"labels":[],"label_agreement":null},{"id":"W4294001776","doi":"10.1183/13993003.00422-2022","title":"ERS technical standards for using type III devices (limited channel studies) in the diagnosis of sleep disordered breathing in adults and children","year":2022,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"University of Oxford; University of Bern; European Respiratory Society","keywords":"Breathing; Sleep disordered breathing; Modalities; Sleep (system call); Medicine; Sleep medicine; Computer science; Obstructive sleep apnea; Sleep disorder; Cardiology; Psychiatry","score_opus":0.071546914012564,"score_gpt":0.36662954563500333,"score_spread":0.2950826316224393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294001776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99312556,0.005621937,0.000060088525,0.00021726821,0.00009318172,0.0006844552,0.000038974496,0.0000092286355,0.0001493287],"genre_scores_gemma":[0.9992066,0.000103495,0.00021563524,0.00028582703,0.00012713502,0.000020625957,0.0000028637144,0.000036403137,0.000001395863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972605,0.0009968603,0.00050551805,0.00024230492,0.00069650984,0.00029828257],"domain_scores_gemma":[0.99897885,0.0002754539,0.00020344072,0.00019305166,0.0002688192,0.000080370286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044054766,0.00013966912,0.00031687453,0.0004338419,0.0003032575,0.00002574143,0.00025552264,0.000024870384,0.000023276725],"category_scores_gemma":[0.0010158774,0.000104148734,0.00007046054,0.000607064,0.00017297402,0.00009767656,0.0002561865,0.0008040149,2.520766e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053177206,0.0007106382,0.93992585,0.00032346032,0.00039424206,0.0011183032,0.012751946,0.00090670015,0.0015730594,0.00006955667,0.00028787903,0.036620624],"study_design_scores_gemma":[0.013963831,0.0028340074,0.9593221,0.0007385606,0.0001318456,0.000833638,0.019364858,0.0010568019,0.00017717197,0.000049677357,0.0012459075,0.00028159018],"about_ca_topic_score_codex":0.000012988339,"about_ca_topic_score_gemma":0.000031251297,"teacher_disagreement_score":0.036339033,"about_ca_system_score_codex":0.0003007466,"about_ca_system_score_gemma":0.000082556646,"threshold_uncertainty_score":0.4247062},"labels":[],"label_agreement":null},{"id":"W4294311012","doi":"10.1007/s12630-022-02311-3","title":"Association of body fluid distribution with obstructive sleep apnea in pregnant individuals with a body mass index ≥ 40 kg·m2—a prospective observational feasibility study","year":2022,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Toronto Western Hospital; Women's College Hospital; University of Toronto; Mount Sinai Hospital","funders":"University of Toronto; Canadian Anesthesiologists' Society","keywords":"Body mass index; Obstructive sleep apnea; Observational study; Medicine; Index (typography); Prospective cohort study; Apnea–hypopnea index; Internal medicine; Apnea; Polysomnography","score_opus":0.017174558599776967,"score_gpt":0.2507108031492598,"score_spread":0.23353624454948285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294311012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9461491,0.00030699107,0.000040416,0.04986609,0.00024642234,0.0028563493,0.0004061197,0.00001302242,0.00011545987],"genre_scores_gemma":[0.99613357,0.0000110045785,0.00024885678,0.0011666915,0.0012826746,0.000106235064,0.0004662537,0.00018981386,0.00039492268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98929644,0.0013646667,0.0021962866,0.00090867927,0.0043741656,0.0018597827],"domain_scores_gemma":[0.9889368,0.0004605523,0.003700237,0.0007050658,0.0045059137,0.0016914661],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0038018085,0.00097432797,0.0023356169,0.0023123822,0.00064225175,0.00028375178,0.0010846105,0.00084247923,0.00052820536],"category_scores_gemma":[0.001037493,0.0008077013,0.00043567482,0.002283905,0.000536724,0.0008373116,0.000041064275,0.008085202,0.000002704707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.001771879,0.00027758253,0.69144464,0.00015737045,0.0015629194,0.29904848,0.0012301418,0.00022661043,0.000010915214,0.000016445796,0.004114219,0.00013881404],"study_design_scores_gemma":[0.0055508176,0.008813159,0.6751546,0.00052385224,0.00093488535,0.30233717,0.0027375515,0.000062237195,0.00003232915,0.00016199322,0.0030864086,0.00060494285],"about_ca_topic_score_codex":0.010657032,"about_ca_topic_score_gemma":0.016881187,"teacher_disagreement_score":0.04998442,"about_ca_system_score_codex":0.020134663,"about_ca_system_score_gemma":0.012267497,"threshold_uncertainty_score":0.9994374},"labels":[],"label_agreement":null},{"id":"W4294578563","doi":"10.2147/nss.s376638","title":"Abnormal Spontaneous Brain Activity and Cognitive Impairment in Obstructive Sleep Apnea","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neurocognitive; Obstructive sleep apnea; Internal medicine; Cardiology; Cognition; Brain activity and meditation; Superior frontal gyrus; Magnetic resonance imaging; Montreal Cognitive Assessment; Audiology; Effects of sleep deprivation on cognitive performance; Cognitive impairment; Psychiatry; Electroencephalography; Radiology","score_opus":0.007732892133212787,"score_gpt":0.2838800508407245,"score_spread":0.2761471587075117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294578563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99611175,0.00052460603,0.00001991589,0.0010011053,0.00013956243,0.000586833,0.000040243394,0.000013301317,0.0015626712],"genre_scores_gemma":[0.9994548,0.000006139214,0.00022765395,0.00019297718,0.000032170843,0.00002881506,0.0000038736907,0.0000099869085,0.000043562613],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99772733,0.000094908166,0.00017396061,0.0005379814,0.0010231663,0.00044263565],"domain_scores_gemma":[0.99907786,0.00026737375,0.00008535611,0.00016825723,0.00018995695,0.00021119599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009819316,0.00015434454,0.0003039087,0.000519164,0.0003137459,0.00002658819,0.00017122296,0.00009930817,0.000093943585],"category_scores_gemma":[0.00039998023,0.00013864374,0.000039979368,0.0010945377,0.0011537434,0.00028769628,0.00045676608,0.001131528,8.9086814e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006345143,0.0011607617,0.17650089,0.00024062023,0.00017883492,0.00391693,0.010320543,0.0000460293,0.2660517,0.0025140678,0.000026265256,0.5326982],"study_design_scores_gemma":[0.0031857246,0.001700936,0.95708084,0.000027048902,0.000048113783,0.0027802212,0.0063085323,0.006426175,0.021708146,0.00045615938,0.000044207554,0.00023391648],"about_ca_topic_score_codex":0.00008519244,"about_ca_topic_score_gemma":0.000032321946,"teacher_disagreement_score":0.7805799,"about_ca_system_score_codex":0.00020372677,"about_ca_system_score_gemma":0.00009917722,"threshold_uncertainty_score":0.5653727},"labels":[],"label_agreement":null},{"id":"W4294628973","doi":"10.1186/s12931-022-02157-9","title":"Differences in l-arginine metabolism and asthma morbidity among asthma patients with and without obstructive sleep apnea","year":2022,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Asthma; Obstructive sleep apnea; Internal medicine; Spirometry; Body mass index; Ornithine; Exhaled nitric oxide; Arginine; Gastroenterology; Endocrinology","score_opus":0.046358017332283015,"score_gpt":0.32473794501990005,"score_spread":0.27837992768761705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294628973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961829,0.0010164854,0.000015469544,0.00015903577,0.00007006761,0.0015621651,0.00006610939,0.00003869248,0.00088905805],"genre_scores_gemma":[0.9990003,0.000014113152,0.00018622719,0.000058197278,0.000104797065,0.00040087933,0.000016716396,0.00006297766,0.0001557792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936466,0.0014078832,0.00038276683,0.0009821412,0.0025988,0.0009818112],"domain_scores_gemma":[0.99788266,0.00033861597,0.00009931695,0.0005560283,0.00059260975,0.00053075084],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002160259,0.0003077338,0.0006540425,0.001133548,0.0006113537,0.00009889813,0.00029605767,0.00011237857,0.00033386832],"category_scores_gemma":[0.0005472337,0.0002517886,0.000044493183,0.0014067169,0.0014727943,0.0003203676,0.0010239482,0.0021035182,0.0000078738685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015049366,0.0003021118,0.9781135,0.00009005191,0.00010873207,0.00009715199,0.00065730873,0.0000032860535,0.0007173954,0.00028381997,0.00002096822,0.018100776],"study_design_scores_gemma":[0.005407676,0.0015429992,0.9880224,0.00002857874,0.000015136033,0.000018188404,0.0016773875,0.0008290153,0.00048603374,0.0000911178,0.0016355462,0.00024594433],"about_ca_topic_score_codex":0.00034129384,"about_ca_topic_score_gemma":0.0001522796,"teacher_disagreement_score":0.017854832,"about_ca_system_score_codex":0.00030111417,"about_ca_system_score_gemma":0.0001498732,"threshold_uncertainty_score":0.99999344},"labels":[],"label_agreement":null},{"id":"W4294770451","doi":"10.1513/annalsats.202205-390oc","title":"Patient-reported Differences in Obstructive Sleep Apnea Care between Jurisdictions with and without Government Funding for Continuous Positive Airway Pressure","year":2022,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of British Columbia; Ottawa Hospital; Université de Montréal; University of Saskatchewan; Centre for Advancing Health Outcomes; University of Ottawa; St. Paul's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Airway; Sleep apnea; Government (linguistics); Positive airway pressure; Sleep apnea syndromes; Cardiology; Intensive care medicine; Apnea; Emergency medicine; Anesthesia; Internal medicine; Polysomnography","score_opus":0.04629559199299027,"score_gpt":0.3518478716729711,"score_spread":0.30555227967998083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294770451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958217,0.0003827205,0.00031276263,0.0011648545,0.000051160285,0.0014317052,0.00058181956,0.000022567565,0.00023069381],"genre_scores_gemma":[0.99827135,0.000015460515,0.0010736871,0.00019921489,0.00004178016,0.00027891996,0.00002058474,0.00003179012,0.00006720094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978968,0.00022601838,0.00031198523,0.00040909118,0.00077241607,0.0003837109],"domain_scores_gemma":[0.9984433,0.00026705963,0.0005760378,0.00033792452,0.00026370081,0.000111980444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000251659,0.00019888396,0.00058984465,0.0000411884,0.00039017218,0.000016654601,0.0001687513,0.00003368732,0.000008841187],"category_scores_gemma":[0.0001000782,0.00014288333,0.00021606465,0.00056871993,0.00077295455,0.00006850956,0.00030551528,0.00042078883,1.0283664e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008853161,0.00010752375,0.9151601,0.00008554078,0.0012157108,0.0000018952362,0.013234269,0.000023516544,0.0011409423,0.000015828937,0.000040324954,0.068088986],"study_design_scores_gemma":[0.00074948603,0.0018580663,0.9085839,0.000054285323,0.0004030971,0.000018241559,0.08054909,0.00042130964,0.0069044717,0.00004165435,0.00024569844,0.00017074133],"about_ca_topic_score_codex":0.00026502585,"about_ca_topic_score_gemma":0.000010161892,"teacher_disagreement_score":0.06791824,"about_ca_system_score_codex":0.00014901365,"about_ca_system_score_gemma":0.00005736809,"threshold_uncertainty_score":0.58266133},"labels":[],"label_agreement":null},{"id":"W4294921050","doi":"10.1002/alr.23079","title":"International Consensus Statement on Obstructive Sleep Apnea","year":2022,"lang":"en","type":"review","venue":"International Forum of Allergy & Rhinology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":317,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Western University","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Institute on Aging; U.S. Department of Veterans Affairs","keywords":"Medicine; Obstructive sleep apnea; Statement (logic); Multidisciplinary approach; Sleep apnea; Intensive care medicine; Sleep (system call); Physical therapy; Internal medicine","score_opus":0.05551251496310084,"score_gpt":0.3715150802459374,"score_spread":0.31600256528283655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294921050","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00043176897,0.8185199,0.00012776228,0.008297075,0.014600512,0.0023430476,0.0019141011,0.0001732715,0.15359256],"genre_scores_gemma":[0.0011161454,0.99208736,0.0010683603,0.00025008302,0.00047250226,0.00038766395,0.0022816665,0.000121022065,0.0022151992],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950768,0.00026773347,0.0014706303,0.0009451365,0.0016389732,0.00060072244],"domain_scores_gemma":[0.9968821,0.0007612896,0.0010107653,0.00064711826,0.0005200735,0.00017867683],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029536692,0.0005849161,0.001651281,0.001483621,0.00010147088,0.000025579924,0.0012692116,0.00037856697,0.013416787],"category_scores_gemma":[0.0005909813,0.00053463096,0.0008502911,0.00027624652,0.00047856045,0.000067878485,0.0009946082,0.001321364,0.00025630312],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005838676,0.0005441579,0.000046350728,0.0005132878,0.010632418,0.00042388515,0.00008030542,0.000036479683,0.000009920846,0.03798021,0.0022463095,0.9469028],"study_design_scores_gemma":[0.0014497422,0.0007209882,0.00006493311,0.00046994284,0.00019915577,0.0006697924,0.00027961988,0.00021307936,0.000026526553,0.00048746503,0.995093,0.00032579323],"about_ca_topic_score_codex":0.00007660093,"about_ca_topic_score_gemma":0.000017022541,"teacher_disagreement_score":0.99284667,"about_ca_system_score_codex":0.0017183438,"about_ca_system_score_gemma":0.000304329,"threshold_uncertainty_score":0.9997105},"labels":[],"label_agreement":null},{"id":"W4295012107","doi":"10.1016/j.smrv.2022.101674","title":"Persistence and prevalence of sleep-disordered breathing after delivery: A scoping review of longitudinal and cross-sectional studies","year":2022,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Pregnancy; Cross-sectional study; Postpartum period; Obstetrics; Longitudinal study; Sleep disordered breathing; Preterm delivery; Birth weight; Pediatrics; Internal medicine; Gestation; Obstructive sleep apnea","score_opus":0.18913152136500733,"score_gpt":0.4486789888130128,"score_spread":0.2595474674480055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295012107","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032734615,0.9929125,0.000018129815,0.000089667315,0.0002570604,0.006128806,0.000068855705,0.000019355208,0.00017830064],"genre_scores_gemma":[0.00007744809,0.9978937,0.0005365759,0.00010176341,0.00020848445,0.00096721185,0.000051532723,0.00006730471,0.000095981915],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9930189,0.00094710005,0.0030028278,0.0011937432,0.0013530179,0.0004843955],"domain_scores_gemma":[0.9953201,0.0011282852,0.0017807276,0.0009120631,0.00057976675,0.00027905873],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043704323,0.00076479715,0.00668477,0.00053520466,0.00016751564,0.000011629612,0.00036060667,0.00018066082,0.0015093633],"category_scores_gemma":[0.0051298114,0.00052999833,0.0007307401,0.0009593389,0.0016980488,0.00018237802,0.0007822924,0.00095278816,0.000005678387],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031544852,0.00004078746,0.0066472646,0.57477176,0.00043451836,0.00003496553,0.0001345417,1.8571491e-8,9.72599e-7,0.0000061953274,0.000018347524,0.41787907],"study_design_scores_gemma":[0.00087901147,0.0007665185,0.0030003213,0.89422435,0.0060893693,0.0012833375,0.000094347204,0.000006178144,6.2872056e-7,0.000006686418,0.09326988,0.00037939142],"about_ca_topic_score_codex":0.000024096847,"about_ca_topic_score_gemma":0.0000050178373,"teacher_disagreement_score":0.4174997,"about_ca_system_score_codex":0.00027936613,"about_ca_system_score_gemma":0.00020027687,"threshold_uncertainty_score":0.99971515},"labels":[],"label_agreement":null},{"id":"W4295899941","doi":"10.2147/nss.s377758","title":"Differences in Predicted Therapeutic Outcome of Mandibular Advancement Determined by Remotely Controlled Mandibular Positioner in Canadian and Chinese Apneic Patients","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; National Natural Science Foundation of China","keywords":"Medicine; Obstructive sleep apnea; Oral appliance; Multivariate analysis; Sleep apnea; Polysomnography; Ethnic group; Odds ratio; Internal medicine; Apnea","score_opus":0.006628164998945387,"score_gpt":0.27589277604518486,"score_spread":0.2692646110462395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295899941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99709237,0.0013259965,0.0000060617863,0.00055399234,0.00007264513,0.0007506518,0.000058570888,0.000003219753,0.0001365079],"genre_scores_gemma":[0.99968576,0.000029411754,0.00007874507,0.00012800681,0.0000052302807,0.000023776496,0.000019279296,0.0000057479733,0.000024018396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982533,0.0000701229,0.0003273437,0.0002994779,0.00072351116,0.00032627687],"domain_scores_gemma":[0.99939734,0.00006066746,0.0000948392,0.00015207859,0.000119966404,0.00017510199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051094376,0.00011842508,0.00041283653,0.00068239414,0.00011348882,0.000011585933,0.0001626758,0.00007012949,0.000044198132],"category_scores_gemma":[0.00016702276,0.0000874706,0.000026028152,0.0007977697,0.000358391,0.000120992285,0.000085111606,0.0003770125,8.811689e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053394894,0.00013941403,0.9832572,0.000040604114,0.000017961369,0.000017234943,0.00030095273,0.0000035080345,0.01292996,0.00005624608,0.0000010492045,0.0027019514],"study_design_scores_gemma":[0.007314032,0.0006128289,0.98526245,0.000022223678,0.000019404864,0.000006142264,0.00013423296,0.005863767,0.0005229168,0.00014562062,0.000016347287,0.00008002132],"about_ca_topic_score_codex":0.0034181515,"about_ca_topic_score_gemma":0.0030609944,"teacher_disagreement_score":0.012407044,"about_ca_system_score_codex":0.00017925484,"about_ca_system_score_gemma":0.00006931251,"threshold_uncertainty_score":0.5167245},"labels":[],"label_agreement":null},{"id":"W4295902326","doi":"10.5664/jcsm.10298","title":"Association of alternative polysomnographic features with patient outcomes in obstructive sleep apnea: a systematic review","year":2022,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sleep medicine; Columbia university; Obstructive sleep apnea; Family medicine; Library science; Media studies; Sociology; Psychiatry; Sleep disorder; Internal medicine","score_opus":0.06487895672767957,"score_gpt":0.4275589151698582,"score_spread":0.36267995844217865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295902326","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046155087,0.9917861,0.000026290885,0.0015782197,0.0012445629,0.00446618,0.000044066554,0.000012753273,0.00038025214],"genre_scores_gemma":[0.0008215286,0.99745214,0.00028619895,0.0005424296,0.00047752963,0.00017538613,0.00003941407,0.000100680925,0.00010470976],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.980617,0.004096105,0.009410382,0.0006199084,0.004669681,0.00058691605],"domain_scores_gemma":[0.9698635,0.0112312725,0.015993461,0.00085999246,0.0014873641,0.0005644624],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009774053,0.00079664716,0.017018527,0.0016534235,0.00006398053,0.000012093382,0.0008229388,0.0005106392,0.00046672046],"category_scores_gemma":[0.03807981,0.00042129695,0.0024083443,0.0022277741,0.0004495307,0.00017909841,0.00022681442,0.005101561,0.0000054737966],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005733476,0.0011848672,0.011148932,0.6085765,0.013241919,0.0011649622,0.00030580294,0.0000017963123,1.9052429e-7,0.00004001162,0.0002638532,0.36349782],"study_design_scores_gemma":[0.009168243,0.012546697,0.005430677,0.88728094,0.04459492,0.0016820614,0.0008451599,0.000015733653,9.654258e-7,0.00009253002,0.037713345,0.00062873686],"about_ca_topic_score_codex":0.00004446295,"about_ca_topic_score_gemma":0.000021383747,"teacher_disagreement_score":0.36286908,"about_ca_system_score_codex":0.0011150772,"about_ca_system_score_gemma":0.00040785267,"threshold_uncertainty_score":0.99982387},"labels":[],"label_agreement":null},{"id":"W4296032895","doi":"10.1002/lary.30336","title":"Functional Outcomes of Swallowing Following Surgery for Obstructive Sleep Apnea","year":2022,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Obstructive sleep apnea; Uvulopalatopharyngoplasty; Surgery; Airway; Sleep apnea; Tonsillectomy; Anesthesia; Polysomnography; Apnea","score_opus":0.03554507801264132,"score_gpt":0.2972233459223475,"score_spread":0.26167826790970616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296032895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917681,0.00032289163,0.0018159071,0.0025626405,0.0012152365,0.0009712687,0.000059272563,0.000057334903,0.0012273004],"genre_scores_gemma":[0.9975232,0.0000013270944,0.00064798864,0.00040744245,0.00013819059,0.00034818894,0.000073347255,0.000050174935,0.0008101232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787164,0.00016984298,0.00037450664,0.00030887994,0.0008553921,0.00041975203],"domain_scores_gemma":[0.9977712,0.0014705176,0.00012424788,0.0004174158,0.00012742022,0.00008919943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011205277,0.00017474502,0.0005387624,0.00020225605,0.0004954331,0.000013773567,0.00021704404,0.00004119214,0.00066643284],"category_scores_gemma":[0.0005795963,0.00012935478,0.00059436145,0.000456352,0.000115101844,0.00011548977,0.00030410555,0.00036814625,0.000015582838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024198755,0.000583287,0.91155756,0.00026252223,0.0038094514,0.000101162295,0.0015851946,0.00037206922,0.043327693,0.0035152494,0.002831367,0.029634545],"study_design_scores_gemma":[0.004225465,0.00042656212,0.9638424,0.000029903878,0.00066020567,0.00009165978,0.0039273566,0.00285564,0.015147853,0.0018016966,0.006582092,0.0004091684],"about_ca_topic_score_codex":0.000050161925,"about_ca_topic_score_gemma":0.000002309588,"teacher_disagreement_score":0.052284814,"about_ca_system_score_codex":0.00018244052,"about_ca_system_score_gemma":0.00008959974,"threshold_uncertainty_score":0.7296972},"labels":[],"label_agreement":null},{"id":"W4296311546","doi":"10.1016/j.cpcardiol.2022.101364","title":"Evaluation and Treatment of Central Sleep Apnea in Patients with Heart Failure","year":2022,"lang":"en","type":"review","venue":"Current Problems in Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"National Heart, Lung, and Blood Institute; American Heart Association","keywords":"Medicine; Heart failure; Sleep apnea; Central sleep apnea; Comorbidity; Intensive care medicine; Continuous positive airway pressure; Positive airway pressure; Obstructive sleep apnea; Modalities; Population; Cohort; Internal medicine; Cardiology; Polysomnography; Apnea","score_opus":0.07696371031461292,"score_gpt":0.36995124194551404,"score_spread":0.29298753163090113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296311546","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006418446,0.9871783,0.000010640064,0.000018575365,0.00035785534,0.0057838447,0.00008786342,0.000009612593,0.00013482869],"genre_scores_gemma":[0.011880483,0.98501676,0.000082086386,0.0000015220861,0.000106716776,0.0017296876,0.0011282609,0.000051321458,0.0000031796017],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963493,0.0011915457,0.00066082756,0.0006473795,0.0006608636,0.00049012096],"domain_scores_gemma":[0.99894816,0.00017843714,0.00021414687,0.0004072948,0.0001491245,0.000102845646],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007281991,0.000361837,0.002312825,0.00062350224,0.000026698035,0.0000055570213,0.0001029693,0.00020361372,0.00009252299],"category_scores_gemma":[0.00013765898,0.00026194198,0.00021707368,0.0005057736,0.00018418088,0.00004486505,0.00010915566,0.0005550473,0.0000027829574],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041499075,0.00030374198,0.18485692,0.0038692628,0.0002397263,0.000004129568,0.00008580937,0.000057657715,1.1562258e-7,0.00000935032,0.000009568203,0.8105222],"study_design_scores_gemma":[0.0066310884,0.002437911,0.05210012,0.0020068977,0.0013651301,0.00004610259,0.000034953177,0.00008862757,2.8754155e-7,0.000027018803,0.93497616,0.00028569097],"about_ca_topic_score_codex":0.00002013983,"about_ca_topic_score_gemma":0.00002560914,"teacher_disagreement_score":0.9349666,"about_ca_system_score_codex":0.0015731951,"about_ca_system_score_gemma":0.00028709904,"threshold_uncertainty_score":0.99998325},"labels":[],"label_agreement":null},{"id":"W4296654890","doi":"10.1016/j.jclinane.2022.110973","title":"Ready to scan? A systematic review of point of care ultrasound (PoCUS) for screening of obstructive sleep apnea (OSA) in the pediatric population","year":2022,"lang":"en","type":"review","venue":"Journal of Clinical Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; Hospital for Sick Children; Toronto Western Hospital; Women's College Hospital; McMaster University","funders":"University of Toronto; Canadian Anesthesiologists' Society","keywords":"Medicine; Obstructive sleep apnea; Airway; Polysomnography; Population; Perioperative; Sleep apnea; Prospective cohort study; Otorhinolaryngology; Ultrasound; Radiology; Internal medicine; Surgery; Apnea","score_opus":0.1061011818043052,"score_gpt":0.4448089355416189,"score_spread":0.33870775373731365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296654890","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004395953,0.9892456,0.00010484269,0.0001948124,0.000110014196,0.0058583063,0.00004859352,0.000003452676,0.00003842999],"genre_scores_gemma":[0.009238398,0.9869797,0.0029394333,0.00012027913,0.00041650576,0.0001650471,0.00006194095,0.0000710614,0.000007612945],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9867472,0.002875873,0.007816637,0.00034572836,0.0019144652,0.00030007053],"domain_scores_gemma":[0.9783055,0.010963016,0.008404825,0.00075702765,0.0013630572,0.00020654354],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010647404,0.00037889456,0.007989805,0.000753749,0.000043638665,0.000010298311,0.00085269456,0.00028139717,0.000056413097],"category_scores_gemma":[0.020136496,0.00022486314,0.002427745,0.0013808726,0.00011753341,0.00010446326,0.0000690337,0.0012690456,0.0000013981214],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003775016,0.00028713714,0.0047283513,0.8962831,0.00048099976,0.00009674939,0.00026599722,0.0000035398734,3.5327778e-7,0.000097153636,0.000023157043,0.09735599],"study_design_scores_gemma":[0.003441017,0.00949305,0.0173844,0.9161885,0.031802703,0.00735679,0.0037593523,0.000017096225,0.0000036731221,0.00015058232,0.009777725,0.000625104],"about_ca_topic_score_codex":0.000031108742,"about_ca_topic_score_gemma":0.0000025856352,"teacher_disagreement_score":0.09673089,"about_ca_system_score_codex":0.00020875255,"about_ca_system_score_gemma":0.00037328928,"threshold_uncertainty_score":0.98811734},"labels":[],"label_agreement":null},{"id":"W4296740059","doi":"10.3390/jpm12101543","title":"Characteristics of Patients with Unrecognized Sleep Apnea Requiring Postoperative Oxygen Therapy","year":2022,"lang":"en","type":"article","venue":"Journal of Personalized Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Toronto Western Hospital; University of Toronto; University Health Network","funders":"Health and Medical Research Fund; National Healthcare Group; University Health Network Foundation; Universiti Malaya; ResMed; ResMed Foundation","keywords":"Medicine; Hypoxemia; Oxygen therapy; Perioperative; Sleep apnea; Obstructive sleep apnea; Anesthesia; Hypoxia (environmental); Apnea; Surgery; Internal medicine; Oxygen","score_opus":0.025299826221293346,"score_gpt":0.29959940458326356,"score_spread":0.2742995783619702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296740059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99400574,0.0009486031,0.00038560168,0.0031450079,0.00037140056,0.0005597181,0.000048709244,0.000010085527,0.00052516337],"genre_scores_gemma":[0.9972294,0.000117279065,0.0011273159,0.00078987615,0.00035019428,0.000014009441,0.000056834808,0.000050021088,0.00026504576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99630624,0.00027970696,0.0008501716,0.00021653112,0.0020298746,0.00031750184],"domain_scores_gemma":[0.9966311,0.00022585139,0.00088954956,0.00022952928,0.0017316907,0.00029231442],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010977206,0.00023103345,0.0010346643,0.000495871,0.00015747739,0.0000070240217,0.00024316076,0.000048331673,0.0038472037],"category_scores_gemma":[0.0005461085,0.00014794819,0.00016640655,0.0005388833,0.0004366102,0.0001377708,0.00007992517,0.00079938973,0.000002358222],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.09541403,0.0033950806,0.6054441,0.00038066733,0.003970724,0.0012042838,0.025899097,0.000015446556,0.116428286,0.00031945092,0.0015290583,0.14599983],"study_design_scores_gemma":[0.09581714,0.031520072,0.8314378,0.00042022674,0.00082075625,0.0008595426,0.009621752,0.0004092527,0.0032522462,0.00007092559,0.02531393,0.00045631983],"about_ca_topic_score_codex":0.0000139016565,"about_ca_topic_score_gemma":4.8015823e-7,"teacher_disagreement_score":0.22599378,"about_ca_system_score_codex":0.0003024072,"about_ca_system_score_gemma":0.00017766848,"threshold_uncertainty_score":0.9970634},"labels":[],"label_agreement":null},{"id":"W4296991979","doi":"10.3390/children9101430","title":"The Association between Asthma and OSA in Children","year":2022,"lang":"en","type":"article","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Asthma; Medicine; Obstructive sleep apnea; Pathophysiology of asthma; Context (archaeology); Intensive care medicine; Population; Association (psychology); Mechanism (biology); Pediatrics; Physical therapy; Internal medicine; Environmental health; Psychology","score_opus":0.0074552734642475615,"score_gpt":0.26045275262893214,"score_spread":0.25299747916468457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296991979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960489,0.00037107512,0.0000030210545,0.001910497,0.000037145935,0.00055442174,0.000046863544,0.000024730349,0.0010032937],"genre_scores_gemma":[0.9991563,0.00002205564,0.00002940592,0.0000788052,0.00018928654,0.0000376726,0.000105222476,0.00001623555,0.0003650253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870706,0.00015638646,0.00015289822,0.00021106888,0.0004906157,0.00028195258],"domain_scores_gemma":[0.9994826,0.0001554462,0.000060868766,0.00019857787,0.000030135247,0.0000724177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007080559,0.00008130192,0.00014893731,0.00009873136,0.00031544207,0.000029497158,0.0001301083,0.00003930718,0.000084994106],"category_scores_gemma":[0.00021108387,0.000064483225,0.00003764924,0.000285671,0.000047990263,0.00004253501,0.0002550481,0.00051440374,0.000016919948],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020178577,0.000025251633,0.9768984,0.0000011379883,0.00012788062,0.0000012113807,0.000110229885,0.0000010743981,0.00006368224,0.00012481597,0.00024679094,0.022379356],"study_design_scores_gemma":[0.0012654266,0.00010503853,0.99743694,0.000002402702,0.000022497414,0.000033494398,0.000057775815,0.000013487536,0.00016112163,0.0001777458,0.0006605633,0.0000635051],"about_ca_topic_score_codex":0.0001341229,"about_ca_topic_score_gemma":0.000013276949,"teacher_disagreement_score":0.02231585,"about_ca_system_score_codex":0.00035088355,"about_ca_system_score_gemma":0.000027216332,"threshold_uncertainty_score":0.26295495},"labels":[],"label_agreement":null},{"id":"W4297035827","doi":"10.1016/s2213-2600(22)00262-4","title":"Persistent obstructive sleep apnoea in children: treatment options and management considerations","year":2022,"lang":"en","type":"review","venue":"The Lancet Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Intensive care medicine; Pediatrics; Childhood obesity; Adenoidectomy; Obesity; Tonsillectomy; Overweight; Internal medicine","score_opus":0.14777083966018742,"score_gpt":0.3851872253843757,"score_spread":0.2374163857241883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297035827","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005507326,0.98564875,0.0000029540545,0.0013938448,0.00022237943,0.0049611013,0.00010087675,0.00006688319,0.0070524816],"genre_scores_gemma":[0.00027682004,0.99563646,0.00014241856,0.0005352784,0.0011065849,0.0017867358,0.00016674704,0.00007872116,0.00027021294],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961815,0.000857634,0.00080218015,0.00080003886,0.00074867404,0.000609965],"domain_scores_gemma":[0.9976213,0.00058211497,0.0002741024,0.001224349,0.00006023039,0.0002378986],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009657051,0.0005902539,0.0024590532,0.00070670224,0.00040351288,0.000027769174,0.00027335138,0.00015726915,0.0014383061],"category_scores_gemma":[0.0002275269,0.00034925836,0.00033434117,0.0007165546,0.0007765434,0.00005502285,0.00029941477,0.0010422211,0.000033314096],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009549706,0.00027551258,0.0014067244,0.0041280356,0.0032299557,0.00048337632,0.0007986636,0.000008957933,0.0000017636052,0.007997287,0.0011405571,0.98043364],"study_design_scores_gemma":[0.003848259,0.0010019294,0.005092474,0.0018578387,0.0034123736,0.0008289632,0.00067496166,0.000012780482,4.8031103e-7,0.00011801253,0.98285097,0.00030095057],"about_ca_topic_score_codex":0.0000604316,"about_ca_topic_score_gemma":0.000030782678,"teacher_disagreement_score":0.98171043,"about_ca_system_score_codex":0.0013559434,"about_ca_system_score_gemma":0.00014392786,"threshold_uncertainty_score":0.99989593},"labels":[],"label_agreement":null},{"id":"W4297910187","doi":"10.1101/2022.09.23.22280266","title":"Effects of exercise on sleep in children with overweight/obesity: A randomized clinical trial","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"European Regional Development Fund; Instituto de Salud Carlos III; Ministerio de Ciencia e Innovación; Fundación Alicia Koplowitz; European Commission; Ministerio de Ciencia, Innovación y Universidades; Junta de Andalucía; Universidad de Granada; Ministerio de Economía y Competitividad","keywords":"Overweight; Actigraphy; Medicine; Sleep onset; Physical therapy; Randomized controlled trial; Sleep (system call); Obesity; Insomnia; Internal medicine; Psychiatry","score_opus":0.021395954626603986,"score_gpt":0.3376126244723926,"score_spread":0.3162166698457886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297910187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984538,0.0005184292,0.00008615593,0.00015009266,0.00079214235,0.013136389,0.000020996256,0.000058312842,0.0006994805],"genre_scores_gemma":[0.9970113,0.00031632828,0.00047203669,0.000048468366,0.00036757698,0.001446527,0.00008907009,0.00009241556,0.00015628773],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9930527,0.0024984786,0.0012512357,0.0010939728,0.0016254124,0.0004781662],"domain_scores_gemma":[0.99516594,0.0026990776,0.0005559695,0.0011719986,0.00013865567,0.00026837978],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005048846,0.0004728908,0.0033125484,0.00071045046,0.000047396246,0.000019403833,0.00052110414,0.00042713384,0.00043583874],"category_scores_gemma":[0.0033867566,0.00034375925,0.00080290035,0.00043845345,0.00050695793,0.00003174227,0.000966369,0.0030961207,0.000024147794],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.62743187,0.002424363,0.3647662,0.00051849906,0.0009026568,0.0002073761,0.0001173056,0.00002305048,0.000033153367,0.00008809533,0.000013689759,0.0034737294],"study_design_scores_gemma":[0.6759187,0.0017636918,0.31878152,0.0006128075,0.00087348575,0.000007648937,0.000011223349,0.00033536568,0.0011786969,0.00024530743,0.000016469461,0.00025509633],"about_ca_topic_score_codex":0.00017075038,"about_ca_topic_score_gemma":0.0000060866773,"teacher_disagreement_score":0.04848683,"about_ca_system_score_codex":0.0002222403,"about_ca_system_score_gemma":0.00023834189,"threshold_uncertainty_score":0.9999014},"labels":[],"label_agreement":null},{"id":"W4298009535","doi":"10.1016/j.chest.2022.09.027","title":"Exercise Intolerance in Untreated OSA","year":2022,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Kingston Health Sciences Centre","funders":"Alexandria University; National Institute for Health and Care Research; Cystic Fibrosis Foundation","keywords":"Medicine; Cardiology; Pulse wave velocity; Internal medicine; Spirometry; Arterial stiffness; Exercise intolerance; Heart rate; Physical therapy; Blood pressure; Heart failure; Asthma","score_opus":0.020508390423244517,"score_gpt":0.2958030041371262,"score_spread":0.27529461371388164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298009535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942173,0.00088480755,0.000047428777,0.0016451054,0.00021996697,0.00017595182,0.0000032436944,0.00001719311,0.0027890536],"genre_scores_gemma":[0.9986377,0.00006971118,0.00048411154,0.00009564569,0.00013523981,0.000020497318,0.00000468089,0.000018146498,0.0005343089],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878967,0.000079665486,0.00021523771,0.00014192285,0.000479788,0.0002937304],"domain_scores_gemma":[0.9995009,0.000029375871,0.00005689946,0.0001538137,0.00008096499,0.00017804746],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042887017,0.00008448676,0.00019927061,0.00026479634,0.00016591098,0.000023830311,0.00014182559,0.000026895626,0.0025243617],"category_scores_gemma":[0.00008919046,0.00007704939,0.000060695478,0.0004843769,0.00005632141,0.00007461367,0.00009880931,0.0010652795,0.000044976776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025862947,0.0012143191,0.54385024,0.00020492855,0.00013270961,0.00976132,0.0037611949,0.0003349698,0.06046345,0.00017374124,0.0021930784,0.3753237],"study_design_scores_gemma":[0.011628874,0.00072186097,0.9223272,0.00021318167,0.0000737873,0.0062659564,0.0032780133,0.0021267317,0.021192014,0.0008429225,0.03099383,0.00033558498],"about_ca_topic_score_codex":0.000021372603,"about_ca_topic_score_gemma":0.000004273658,"teacher_disagreement_score":0.37847698,"about_ca_system_score_codex":0.000463659,"about_ca_system_score_gemma":0.00009114287,"threshold_uncertainty_score":0.99838746},"labels":[],"label_agreement":null},{"id":"W4298187022","doi":"","title":"Abstracts of the 8th World Congress on Sleep Apnea, 27-30 September 2006, Montreal, Canada.","year":2006,"lang":"en","type":"other","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sleep apnea; Sleep (system call); Medicine; Gerontology; Internal medicine; Computer science","score_opus":0.01375235551519909,"score_gpt":0.2367996022710949,"score_spread":0.2230472467558958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298187022","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017664102,0.00060500746,7.4289886e-7,0.00080762594,0.0021587913,0.00279141,0.0005817077,0.00006604159,0.99122226],"genre_scores_gemma":[0.1426476,0.000006051046,0.000012716046,0.00028468674,0.0006628872,0.00045247748,0.0000706603,0.0003991417,0.8554638],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996545,0.00011128962,0.00047487885,0.0005359634,0.0014577083,0.00087516336],"domain_scores_gemma":[0.99778104,0.00016109891,0.0004654386,0.0011015885,0.00015639908,0.00033442897],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024568173,0.00043894904,0.0007306545,0.00037347808,0.00004809461,0.000022609374,0.00044927094,0.00027557366,0.0020360635],"category_scores_gemma":[0.00017852873,0.0003041569,0.00018404736,0.00043694625,0.00029087154,0.000022054215,0.00011727332,0.00077952526,0.00008296977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077555334,0.00016561867,0.0067508197,0.0002218922,0.00041487248,0.00011816926,0.000003964287,0.000020148475,0.000004480818,0.000026988868,0.96533453,0.02686095],"study_design_scores_gemma":[0.0011391279,0.00001059689,0.32757333,0.00008866659,0.00014604213,0.000007691717,0.000009634705,0.000011778508,0.0005633795,0.000008049148,0.6702329,0.00020881786],"about_ca_topic_score_codex":0.49715278,"about_ca_topic_score_gemma":0.9247756,"teacher_disagreement_score":0.42762282,"about_ca_system_score_codex":0.0005032535,"about_ca_system_score_gemma":0.00025516126,"threshold_uncertainty_score":0.99994105},"labels":[],"label_agreement":null},{"id":"W4300743552","doi":"10.5281/zenodo.1319273","title":"Prevalence Of Obstructive Sleep Apnea (Osa) Risk And Sleep Quality Of Life (Sqol) Among Copd Patients Of A Tertiary Care Hospital, Ludhiana, Punjab.","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; COPD; Medicine; Tertiary care; Quality of life (healthcare); Sleep (system call); Sleep quality; Sleep apnea; Intensive care medicine; Pediatrics; Insomnia; Emergency medicine; Psychiatry; Internal medicine; Nursing","score_opus":0.01604136613471297,"score_gpt":0.25829088384799803,"score_spread":0.24224951771328507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300743552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919617,0.000296605,0.0006267922,0.00006243039,0.00008364254,0.0010795208,0.0009659319,0.00009675028,0.004826623],"genre_scores_gemma":[0.9986196,0.00006446324,0.00044900604,0.0000150069945,0.00007031708,1.6415582e-7,0.0002519261,0.00047997592,0.000049495935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966768,0.000682802,0.0007342948,0.00055247423,0.000963583,0.0003900237],"domain_scores_gemma":[0.99447554,0.00009294932,0.0005995514,0.0007486433,0.0037497163,0.00033357134],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007234437,0.00020946798,0.00045028082,0.0003505671,0.0004999806,0.000055350545,0.0006270058,0.00011934724,0.0022155603],"category_scores_gemma":[0.0043430175,0.00020583489,0.000104411534,0.00061805215,0.0018244588,0.00029410166,0.0012022798,0.0003435623,0.0001315963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014054285,0.0012822491,0.73709416,0.0055255136,0.00082512724,0.00000760805,0.021028413,0.0000086966,0.0132829,0.0007164966,0.0020321547,0.21679123],"study_design_scores_gemma":[0.0023161494,0.0015274084,0.9815765,0.00011051116,0.00012133465,0.000004467453,0.0024417178,0.0003363281,0.009875742,0.000047306337,0.0014520218,0.00019050043],"about_ca_topic_score_codex":0.00018344432,"about_ca_topic_score_gemma":0.0000013812506,"teacher_disagreement_score":0.24448234,"about_ca_system_score_codex":0.00013657495,"about_ca_system_score_gemma":0.000009555646,"threshold_uncertainty_score":0.99869657},"labels":[],"label_agreement":null},{"id":"W4300861209","doi":"10.1016/j.opresp.2022.100214","title":"Calidad de vida relacionada con la salud y adhesión terapéutica a la presión positiva continua en la vía aérea (CPAP) en pacientes con apnea obstructiva del sueño (AOS)","year":2022,"lang":"es","type":"article","venue":"Open Respiratory Archives","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana; Air Liquide","keywords":"Medicine; Humanities; Philosophy","score_opus":0.01660722977141775,"score_gpt":0.3106859735893656,"score_spread":0.29407874381794785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300861209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8849092,0.0026022939,0.0003925868,0.0016799185,0.0004793276,0.0044641998,0.0017786277,0.00020114308,0.10349266],"genre_scores_gemma":[0.991891,0.00010671737,0.0018786035,0.0010232014,0.00052970217,0.0009851366,0.00018798346,0.0003344,0.0030632238],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9708638,0.02166119,0.0014943054,0.002078514,0.0019538405,0.0019483527],"domain_scores_gemma":[0.97850335,0.017589256,0.00067976426,0.001811053,0.00020232439,0.0012142548],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005102448,0.0011577689,0.0017786374,0.0009230145,0.0015061968,0.001128257,0.0029142369,0.00047196067,0.0016596523],"category_scores_gemma":[0.003457993,0.0011718875,0.00057702675,0.0008499999,0.0024001412,0.0007518691,0.004605394,0.0036839887,0.00012572555],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010226714,0.0021861154,0.31632537,0.0012067005,0.002376504,0.0064803697,0.017870022,0.000114513736,0.49788344,0.07448499,0.0024317377,0.06841355],"study_design_scores_gemma":[0.013348661,0.0029150222,0.37590548,0.0010459987,0.000767949,0.0012304675,0.013463679,0.0014708857,0.050708875,0.0021469719,0.5349979,0.0019981337],"about_ca_topic_score_codex":0.00059544307,"about_ca_topic_score_gemma":0.000029470673,"teacher_disagreement_score":0.53256613,"about_ca_system_score_codex":0.00063737924,"about_ca_system_score_gemma":0.0016177009,"threshold_uncertainty_score":0.9999087},"labels":[],"label_agreement":null},{"id":"W4301431084","doi":"10.1016/j.sleep.2022.09.012","title":"Obstructive sleep apnea is associated with worse cognitive outcomes in acute moderate-to-severe traumatic brain injury: A TBI Model Systems study","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Polysomnography; Traumatic brain injury; Medicine; Cognition; Executive functions; Montreal Cognitive Assessment; Physical therapy; Effects of sleep deprivation on cognitive performance; Sleep apnea; Apnea; Internal medicine; Psychiatry; Cognitive impairment","score_opus":0.03541275484852198,"score_gpt":0.3315795175108033,"score_spread":0.2961667626622813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301431084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842821,0.00012733373,0.0012863487,0.004107068,0.00037682755,0.007873182,0.0004988259,0.00019339472,0.0012549483],"genre_scores_gemma":[0.99375236,0.0000018821983,0.00013491293,0.0018919585,0.000096961616,0.002188247,0.00021099912,0.00018074633,0.0015419419],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9920379,0.0009498784,0.0011920234,0.0013595517,0.0031783793,0.0012822492],"domain_scores_gemma":[0.996386,0.0009068661,0.0004120404,0.00083549577,0.0007500555,0.0007095446],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018349316,0.00079684966,0.0022124795,0.0014673343,0.00046130773,0.000047497706,0.00052470993,0.00016215359,0.0005421127],"category_scores_gemma":[0.0015964633,0.000618619,0.00014659745,0.0028639573,0.00036089087,0.0002639776,0.00046994726,0.0017811462,0.000041521762],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.030245494,0.011531298,0.7163408,0.00045953388,0.01684931,0.0062446804,0.17491852,0.020892931,0.0017745013,0.00040925902,0.0015593792,0.018774329],"study_design_scores_gemma":[0.057634078,0.017957313,0.24718323,0.0008050684,0.0027230016,0.0003534332,0.19963677,0.47161168,0.0001514996,0.00038756264,0.000021573738,0.001534772],"about_ca_topic_score_codex":0.0005744571,"about_ca_topic_score_gemma":0.00019582313,"teacher_disagreement_score":0.46915755,"about_ca_system_score_codex":0.0016103938,"about_ca_system_score_gemma":0.00017204345,"threshold_uncertainty_score":0.9996265},"labels":[],"label_agreement":null},{"id":"W4302964776","doi":"","title":"Obstructive sleep apnea: management considerations in psychiatric patients","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Sleep (system call); Medicine; Psychiatry; Sleep apnea; Intensive care medicine; Psychology; Anesthesia; Computer science","score_opus":0.2179706688724109,"score_gpt":0.535956883319802,"score_spread":0.31798621444739106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302964776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9582573,0.00425013,0.0002929811,0.00046815866,0.0010545818,0.0020099645,0.000044809967,0.000037853824,0.033584222],"genre_scores_gemma":[0.9964337,0.0004345522,0.0023128712,0.00027949282,0.00015462554,0.000116917545,0.000028511633,0.00006308377,0.00017624108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99586254,0.0003578425,0.001083125,0.0006089938,0.0015142609,0.000573223],"domain_scores_gemma":[0.99686694,0.00024429732,0.0005510786,0.0006536096,0.0010716693,0.00061239453],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001100783,0.00034950467,0.0008456893,0.0021855917,0.00017689333,0.0005253245,0.0010487309,0.00013067893,0.003812772],"category_scores_gemma":[0.0008043055,0.00032301192,0.00017063566,0.0019732765,0.00021992823,0.0016734074,0.0010411704,0.0006771063,0.00007244743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043516792,0.0009317751,0.9655496,0.00011222814,0.00039582755,0.00016206212,0.000295518,0.000110361994,0.00076029723,0.0006302115,0.009337,0.021279976],"study_design_scores_gemma":[0.0043986146,0.000045761866,0.9765566,0.000111998845,0.00015325546,0.000024761066,0.00044509495,0.00018385888,0.0014480497,0.015239528,0.0010793096,0.00031316522],"about_ca_topic_score_codex":0.00035941336,"about_ca_topic_score_gemma":0.0000608122,"teacher_disagreement_score":0.038176406,"about_ca_system_score_codex":0.00052193034,"about_ca_system_score_gemma":0.00013813609,"threshold_uncertainty_score":0.9999222},"labels":[],"label_agreement":null},{"id":"W4303022240","doi":"10.1007/s11695-022-06310-7","title":"Obstructive Sleep Apnea Is Associated with Serious Complications But Not Increased Mortality Following Elective Bariatric Surgery: a Retrospective Cohort Study of 751,952 Patients","year":2022,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Logistic regression; Odds ratio; Internal medicine; Sleep apnea; Retrospective cohort study; Surgery; Cohort; Obesity","score_opus":0.0187716399694985,"score_gpt":0.26509336670457473,"score_spread":0.24632172673507624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303022240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946418,0.000025784017,0.00005180774,0.00005754659,0.00032617062,0.0035724225,0.000707339,0.00016267688,0.00045444502],"genre_scores_gemma":[0.9983642,0.0000021196086,0.000033923265,0.00012711227,0.000046118366,0.0007056804,0.00058596407,0.000096682226,0.000038181854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99264836,0.0013787979,0.0009730189,0.0012299668,0.002931643,0.00083823036],"domain_scores_gemma":[0.9939331,0.0021859154,0.0008672515,0.001088679,0.0015678261,0.00035723986],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002249698,0.0004945882,0.0019550377,0.00092955946,0.0009609583,0.000041453237,0.00028256414,0.00014197789,0.00024138062],"category_scores_gemma":[0.0026398832,0.00050855055,0.0005853138,0.0035060148,0.00020472697,0.00027963394,0.00040089438,0.0010012608,0.00000963834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074145873,0.006279527,0.9866919,0.00003548459,0.004184096,0.00017576317,0.0010222562,0.000011652052,0.00031427038,0.000011623697,0.0001553552,0.00037664946],"study_design_scores_gemma":[0.002229635,0.00061183964,0.99254954,0.00002482697,0.0010632402,0.000015565192,0.0017405351,0.00031006875,0.00094994373,0.00005001004,0.000004929041,0.00044987674],"about_ca_topic_score_codex":0.0060648513,"about_ca_topic_score_gemma":0.00031508913,"teacher_disagreement_score":0.0058576665,"about_ca_system_score_codex":0.0027666737,"about_ca_system_score_gemma":0.00046100077,"threshold_uncertainty_score":0.9997366},"labels":[],"label_agreement":null},{"id":"W4303858607","doi":"10.1016/j.jsmc.2022.07.004","title":"Use of Positive Airway Pressure in the Treatment of Hypoventilation","year":2022,"lang":"en","type":"review","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"McGill University Health Centre; Philips","keywords":"Hypoventilation; Medicine; Obesity hypoventilation syndrome; Positive airway pressure; Intensive care medicine; Airway; Continuous positive airway pressure; Airway obstruction; Ventilation (architecture); Anesthesia; Obstructive sleep apnea; Internal medicine; Respiratory system","score_opus":0.17251174653483853,"score_gpt":0.4353349664146789,"score_spread":0.26282321987984036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303858607","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035585364,0.99418795,0.000018447401,0.00027108207,0.00047380652,0.0037730115,0.0002915739,0.000011197041,0.0006170798],"genre_scores_gemma":[0.00042359356,0.9975452,0.00011324683,0.00005872716,0.00030791253,0.0002134471,0.0009300884,0.00006099603,0.00034679702],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99522233,0.00094662834,0.0017701866,0.0004973535,0.001250544,0.0003129839],"domain_scores_gemma":[0.9933376,0.004223736,0.0010707745,0.0010540946,0.00021292591,0.000100902034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011795742,0.00041224933,0.0028654286,0.00060775486,0.000045831097,0.0000044183716,0.00033408974,0.00027699335,0.0008404644],"category_scores_gemma":[0.0012505351,0.00023448122,0.00068556337,0.0010812951,0.00042764,0.000060472703,0.000080483536,0.00072478317,0.000007723017],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001897731,0.0013662234,0.0005953636,0.0067965533,0.0010086581,0.00008471931,0.001194308,0.000005191937,0.0000011240277,0.000117586475,0.00016259098,0.9884779],"study_design_scores_gemma":[0.0018714499,0.0055989227,0.00081213965,0.0041925143,0.0059019877,0.000047247322,0.00038642864,0.00013344288,0.000004322029,0.000018809602,0.980891,0.00014176378],"about_ca_topic_score_codex":0.00011050212,"about_ca_topic_score_gemma":0.000012855339,"teacher_disagreement_score":0.98833615,"about_ca_system_score_codex":0.0002603031,"about_ca_system_score_gemma":0.00018652702,"threshold_uncertainty_score":0.9561867},"labels":[],"label_agreement":null},{"id":"W4304762056","doi":"10.3390/clockssleep4040042","title":"STOP-Bang Score and Prediction of Severity of Obstructive Sleep Apnea in a First Nation Community in Saskatchewan, Canada","year":2022,"lang":"en","type":"article","venue":"Clocks & Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Logistic regression; Medicine; Obstructive sleep apnea; Odds; Odds ratio; Sleep apnea; Apnea; Polysomnography; Physical therapy; Internal medicine","score_opus":0.023791071996631337,"score_gpt":0.24821631533460234,"score_spread":0.224425243337971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304762056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980414,0.00018599612,0.00004556254,0.00022965959,0.00017441536,0.0006804039,0.0002586714,0.00001315873,0.0003707337],"genre_scores_gemma":[0.9995941,0.000003578237,0.00011941061,0.000036296322,0.000024496747,0.00007825723,0.00009916362,0.000019932633,0.00002479966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979034,0.00039985104,0.0004945744,0.000246566,0.0006795701,0.00027600882],"domain_scores_gemma":[0.9988521,0.00027719777,0.00018258642,0.0003810293,0.0002094261,0.00009769134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068131665,0.00015328969,0.00042604282,0.0003414524,0.00016579547,0.0000043267214,0.00018022553,0.000078781326,0.00009245742],"category_scores_gemma":[0.00027758203,0.00017234242,0.000043293614,0.0008260162,0.00021313739,0.0001059446,0.00031794136,0.0010303828,1.6571897e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005715307,0.00041405894,0.9635445,0.0003634764,0.00008104468,0.000040647014,0.009428831,0.001016339,0.0030279055,0.000041748437,0.000039020986,0.021430908],"study_design_scores_gemma":[0.0027975193,0.00034835516,0.9430915,0.000055076147,0.000035348497,0.000038458656,0.036696844,0.01266944,0.003852769,0.00019123196,0.000110275716,0.00011319011],"about_ca_topic_score_codex":0.5616217,"about_ca_topic_score_gemma":0.8063731,"teacher_disagreement_score":0.24475142,"about_ca_system_score_codex":0.0011975184,"about_ca_system_score_gemma":0.00024451598,"threshold_uncertainty_score":0.702792},"labels":[],"label_agreement":null},{"id":"W4306178572","doi":"10.3233/jad-220451","title":"The Association Between Cognition of Obstructive Sleep Apnea Patients and Urinary AD7c-NTP Level: Investigation and Application","year":2022,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Obstructive sleep apnea; Medicine; Cognition; Urinary system; Biomarker; Internal medicine; Cognitive impairment; Cognitive decline; Disease; Psychiatry; Dementia","score_opus":0.027654258629192036,"score_gpt":0.28731792933041805,"score_spread":0.25966367070122603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306178572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965304,0.0015229776,0.00010952028,0.0011269335,0.00008395852,0.00045007007,0.00012188374,0.0000052711994,0.000048951577],"genre_scores_gemma":[0.99954313,0.000028016264,0.00016058833,0.000052390184,0.00011216983,0.00002374054,0.00005951833,0.000014393908,0.0000060632005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982746,0.00022375281,0.00040747414,0.00013608356,0.0008214159,0.0001366284],"domain_scores_gemma":[0.9980426,0.0002444592,0.0007000776,0.00010771562,0.00064552296,0.00025963347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057132466,0.00009360096,0.0001988084,0.00015013217,0.00026661155,0.00002013654,0.00007296416,0.000033908545,0.000010356649],"category_scores_gemma":[0.00039064718,0.00007579736,0.000065088294,0.0002075158,0.0001376538,0.00021059823,0.00010671484,0.00030498178,8.671876e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006929427,0.00015679748,0.9373676,0.00003260039,0.0008297739,0.0000060063244,0.0003435279,0.0000062070258,0.0008290079,0.00009510051,0.00006476897,0.05957567],"study_design_scores_gemma":[0.0017908831,0.0004956648,0.992285,0.000012355136,0.0014978179,0.000011382732,0.000440915,0.00038247707,0.0011119492,0.0017949429,0.00011030227,0.00006631154],"about_ca_topic_score_codex":0.0000057510656,"about_ca_topic_score_gemma":3.4265068e-7,"teacher_disagreement_score":0.05950936,"about_ca_system_score_codex":0.00013586167,"about_ca_system_score_gemma":0.00006923824,"threshold_uncertainty_score":0.30909267},"labels":[],"label_agreement":null},{"id":"W4306399105","doi":"10.1017/cjn.2022.303","title":"Alterations of Limbic Structure Volumes in Patients with Obstructive Sleep Apnea","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Busan Paik Hospital, Inje University; Inje University","keywords":"Amygdala; Nucleus accumbens; Limbic system; Limbic lobe; Hippocampus; Hypothalamus; Basal forebrain; Medicine; Basal ganglia; Internal medicine; Neuroscience; Endocrinology; Psychology; Anatomy; Central nervous system","score_opus":0.01805079811539095,"score_gpt":0.259863051881433,"score_spread":0.24181225376604204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306399105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967041,0.00026908357,0.000014015042,0.0016427382,0.00045715438,0.00030431108,0.000056341636,0.0000065311497,0.0005457124],"genre_scores_gemma":[0.9975565,0.000008725483,0.0015886255,0.00073496805,0.0000851124,0.000004013336,0.0000013513405,0.000012476696,0.0000082272645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951482,0.0009749697,0.00083342387,0.0004795569,0.0014867145,0.0010771242],"domain_scores_gemma":[0.9967664,0.00035258417,0.0007328822,0.00016775446,0.0007705116,0.0012098546],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0018361589,0.00026393795,0.0005783162,0.0017490519,0.001958375,0.0001906081,0.0013470408,0.00009532084,0.0005168731],"category_scores_gemma":[0.001318097,0.00017780141,0.000156433,0.0024804545,0.0056427484,0.0007103428,0.000117857664,0.0018730443,4.8834625e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003608137,0.00007336776,0.9862134,0.00000707494,0.000022780072,0.0016142161,0.00044072964,0.007100475,0.00004884854,0.0003360246,0.000032904816,0.003749371],"study_design_scores_gemma":[0.00095373695,0.080735065,0.90688676,0.000013669817,0.00003635538,0.0057387915,0.0005377032,0.0015999038,0.000088236084,0.0030299656,0.00020028044,0.00017951483],"about_ca_topic_score_codex":0.00086377887,"about_ca_topic_score_gemma":0.024910903,"teacher_disagreement_score":0.0806617,"about_ca_system_score_codex":0.0004919889,"about_ca_system_score_gemma":0.0022377651,"threshold_uncertainty_score":0.99934095},"labels":[],"label_agreement":null},{"id":"W4306407183","doi":"10.1016/j.jebdp.2022.101786","title":"PATIENT-REPORTED OUTCOMES WHILE MANAGING OBSTRUCTIVE SLEEP APNEA WITH ORAL APPLIANCES: A SCOPING REVIEW","year":2022,"lang":"en","type":"review","venue":"Journal of Evidence Based Dental Practice","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Quality of life (healthcare); MEDLINE; Patient satisfaction; Physical therapy; Sleep apnea; Pediatrics; Family medicine; Surgery; Nursing","score_opus":0.1867993192823843,"score_gpt":0.44599285242908787,"score_spread":0.25919353314670357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306407183","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014057993,0.99159944,0.0013835124,0.0010548201,0.00067777146,0.004674343,0.000014823578,0.00003763653,0.00054358016],"genre_scores_gemma":[0.000072428826,0.98532754,0.012289181,0.0015913747,0.00019453606,0.00029833085,0.00002858491,0.00015612475,0.000041919826],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.98944706,0.0018913863,0.0029727474,0.0008571852,0.0041162386,0.0007153601],"domain_scores_gemma":[0.9821847,0.0068792235,0.008082107,0.0010255766,0.0012595752,0.00056880695],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003707405,0.00086464843,0.0043669627,0.00084914424,0.0003109489,0.00018351169,0.000738736,0.00018880713,0.0013372459],"category_scores_gemma":[0.013628381,0.0005482808,0.0012913179,0.0019979319,0.00027099714,0.0034218226,0.00038460988,0.0034445196,0.000057329587],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086879253,0.00039672296,0.0005237951,0.11867282,0.0018525477,0.010019963,0.000037721373,0.000006458465,0.0000014110595,0.0000063453067,0.00009729754,0.8675161],"study_design_scores_gemma":[0.0015689308,0.0020471003,0.00004441494,0.6542496,0.01659752,0.02833712,0.0010966747,0.000040693907,0.0000060684215,0.0000047695326,0.29529566,0.00071142195],"about_ca_topic_score_codex":0.000037924223,"about_ca_topic_score_gemma":0.000005611354,"teacher_disagreement_score":0.8668047,"about_ca_system_score_codex":0.0018410775,"about_ca_system_score_gemma":0.0018606676,"threshold_uncertainty_score":0.99969685},"labels":[],"label_agreement":null},{"id":"W4306408147","doi":"10.1016/j.nicl.2022.103235","title":"Medial temporal lobe and obstructive sleep apnea: Effect of sex, age, cognitive status and free-water","year":2022,"lang":"en","type":"article","venue":"NeuroImage Clinical","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Sherbrooke O.E.M (Canada); Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke; Hôpital du Sacré-Cœur de Montréal; McGill University; Douglas Mental Health University Institute; Canadian Sleep & Circadian Network; Université Laval; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital Rivière-des-Prairies","funders":"Fonds de Recherche du Québec - Santé; Government of Canada; Canadian Institutes of Health Research; Réseau en Bio-Imagerie du Quebec","keywords":"Entorhinal cortex; Obstructive sleep apnea; Parahippocampal gyrus; Hippocampus; Temporal lobe; Hippocampal formation; Medicine; Dementia; Cardiology; Lingual gyrus; Internal medicine; Psychology; Audiology; Cognition; Neuroscience; Disease","score_opus":0.033844288137254555,"score_gpt":0.3594125346566949,"score_spread":0.3255682465194404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306408147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99672246,0.00016406454,0.000029789628,0.00033838226,0.00048279233,0.0010491331,0.00020940816,0.000048044083,0.00095592317],"genre_scores_gemma":[0.9989174,0.000027704993,0.0002182779,0.0002558795,0.00026269,0.00006450826,0.00009171327,0.00005781859,0.00010398023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957144,0.0013761559,0.0006837437,0.00085174583,0.0008021656,0.0005717599],"domain_scores_gemma":[0.996021,0.0027860631,0.00014006709,0.00044230145,0.0001442948,0.00046627288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013307767,0.00028062833,0.0008977501,0.00018265891,0.00018165229,0.000028278273,0.00016539317,0.0001234821,0.00035861257],"category_scores_gemma":[0.0032623818,0.00021663196,0.00017230427,0.00019751835,0.0016000563,0.00011962698,0.0013079082,0.0014421258,0.000009214132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059732604,0.00035332894,0.92404324,0.00019276126,0.00026562045,0.0020020853,0.00075544685,5.043863e-7,0.008767698,0.000018117951,0.00010482277,0.057523116],"study_design_scores_gemma":[0.021249479,0.012763184,0.9471247,0.00002295226,0.00050483044,0.00038135922,0.00077694526,0.0006128064,0.015012025,0.00032210143,0.000885263,0.00034436092],"about_ca_topic_score_codex":0.00004759718,"about_ca_topic_score_gemma":0.0000065998147,"teacher_disagreement_score":0.057178758,"about_ca_system_score_codex":0.000043739667,"about_ca_system_score_gemma":0.000039608796,"threshold_uncertainty_score":0.8833995},"labels":[],"label_agreement":null},{"id":"W4306840948","doi":"10.1164/rccm.202207-1297le","title":"Obstructive Sleep Apnea Symptoms Do Not Identify Patients at Risk of Chronic Kidney Disease","year":2022,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Saskatchewan; Université Laval; Foothills Medical Centre; McGill University Health Centre; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Kidney disease; Sleep apnea; Intensive care medicine; Disease; Risk factor; Internal medicine; Intensive care","score_opus":0.012923665522836783,"score_gpt":0.309898729833557,"score_spread":0.2969750643107202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306840948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8892257,0.015577323,0.00010892494,0.08974328,0.00229448,0.0009147188,0.0016315874,0.000030821087,0.00047313154],"genre_scores_gemma":[0.89500636,0.00014189939,0.000053284282,0.099840894,0.0046239053,0.000029673736,0.00015019493,0.000121942154,0.00003186565],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925488,0.0012468444,0.0014574871,0.0007118765,0.0032763637,0.0007585819],"domain_scores_gemma":[0.99279076,0.0013926188,0.0012041669,0.0007389282,0.002318283,0.0015552393],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007077625,0.0005987911,0.0020348218,0.0008806936,0.00028243245,0.000022840233,0.00050048047,0.00024628558,0.0020583866],"category_scores_gemma":[0.006755059,0.00046335743,0.0005123831,0.00062900555,0.00555123,0.00016511366,0.00041073243,0.0044827336,0.0000064382098],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011548715,0.0005321994,0.5557097,0.007361563,0.0028402708,0.013236207,0.0025838134,0.0000045814077,0.000834439,0.00011803065,0.108381,0.29684943],"study_design_scores_gemma":[0.017078457,0.07468926,0.28319862,0.0026690736,0.011592714,0.00066797354,0.0069658225,0.000032563075,0.0005367612,0.0002385999,0.6009083,0.0014218889],"about_ca_topic_score_codex":0.000032600747,"about_ca_topic_score_gemma":0.0000010046101,"teacher_disagreement_score":0.49252725,"about_ca_system_score_codex":0.0012307081,"about_ca_system_score_gemma":0.0005122471,"threshold_uncertainty_score":0.9997818},"labels":[],"label_agreement":null},{"id":"W4307102508","doi":"10.1186/s13223-022-00732-9","title":"Effective treatment of a child with adenoidal hypertrophy and severe asthma by omalizumab: a case report","year":2022,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Omalizumab; Adenoid hypertrophy; Obstructive sleep apnea; Asthma; Adenoid; Tonsillectomy; Apnea; Ventilation (architecture); Airway; Pediatrics; Adenoidectomy; Anesthesia; Internal medicine; Surgery; Immunoglobulin E; Immunology","score_opus":0.010457558760324094,"score_gpt":0.2962496037865844,"score_spread":0.28579204502626027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307102508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924291,0.004497283,0.000028930825,0.0014043915,0.00011071376,0.00065821776,0.00003874534,0.00002801601,0.00080463855],"genre_scores_gemma":[0.99848795,0.0004105861,0.00020692391,0.00011203451,0.000064237596,0.00017786979,0.000055530203,0.00003316347,0.00045171482],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.9977795,0.00047316347,0.0005255501,0.00063870277,0.00023728375,0.00034582175],"domain_scores_gemma":[0.9986271,0.00047012052,0.0002039535,0.0004187454,0.00010989207,0.00017014178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024516496,0.00023552358,0.0007374397,0.00010635862,0.00026100554,0.000008556867,0.00006997143,0.00015691652,0.00024863487],"category_scores_gemma":[0.00013569024,0.00017881105,0.00013164051,0.00017795817,0.00085292384,0.000047118312,0.00024093242,0.00048730298,0.0000030322933],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.034035493,0.0078076967,0.06505857,0.00007614623,0.014824,0.28160474,0.0012906003,0.000007949316,0.0027690097,0.0009730272,0.0002949603,0.5912578],"study_design_scores_gemma":[0.021003824,0.066335425,0.19479153,0.000026886299,0.00016902588,0.66282445,0.0023443904,0.00018490001,0.0005406179,0.000053195003,0.051365577,0.00036017506],"about_ca_topic_score_codex":0.0005604306,"about_ca_topic_score_gemma":0.00009161368,"teacher_disagreement_score":0.5908976,"about_ca_system_score_codex":0.00010188055,"about_ca_system_score_gemma":0.00005832779,"threshold_uncertainty_score":0.7291703},"labels":[],"label_agreement":null},{"id":"W4307706830","doi":"10.3389/fneur.2022.1032463","title":"The mobile sleep medicine model in neurologic practice: Rationale and application","year":2022,"lang":"en","type":"review","venue":"Frontiers in Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"ResMed","keywords":"Sleep medicine; Medicine; Neurocognitive; Obstructive sleep apnea; Intensive care medicine; Population; Neurology; Health care; Best practice; Sleep disorder; Cognition; Psychiatry; Internal medicine","score_opus":0.03613666359439393,"score_gpt":0.363066207435669,"score_spread":0.32692954384127504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307706830","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005765919,0.9893685,0.0011434464,0.0038712856,0.00058385957,0.003991504,0.000012636758,0.000025416606,0.0009456718],"genre_scores_gemma":[0.00011263682,0.9942923,0.0004752114,0.0010963536,0.00012837331,0.0036233705,0.00012341913,0.000054798606,0.000093519586],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99652684,0.001147368,0.0006886741,0.0007684843,0.00042946727,0.0004391592],"domain_scores_gemma":[0.9973549,0.001590122,0.0003147096,0.0005970453,0.000051242212,0.000091957394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012333909,0.00030038605,0.0011796509,0.0006075304,0.00014499568,0.0000107956785,0.00036258964,0.0003115701,0.00003864439],"category_scores_gemma":[0.0014518914,0.00021184093,0.000086505774,0.0007344655,0.0005655758,0.000076770055,0.00029571794,0.0022089889,0.0000052913033],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037579014,0.00010684158,0.00042860603,0.00097238255,0.000049078088,0.00019233815,0.000085467866,0.0003313812,8.3377387e-7,0.00043897438,0.001245765,0.99577254],"study_design_scores_gemma":[0.00085763406,0.0006817284,0.000105195526,0.000030703908,0.00019212122,0.00040162902,0.00006433018,0.037703097,3.2565165e-8,0.00076806726,0.959077,0.00011843197],"about_ca_topic_score_codex":0.00001812047,"about_ca_topic_score_gemma":0.00001362074,"teacher_disagreement_score":0.9956541,"about_ca_system_score_codex":0.00016307338,"about_ca_system_score_gemma":0.00013599035,"threshold_uncertainty_score":0.9597081},"labels":[],"label_agreement":null},{"id":"W4308199141","doi":"10.25259/ijms_318_2021","title":"To screen for obstructive sleep apnea in patients with type 2 diabetes mellitus and its association with microvascular complications","year":2022,"lang":"en","type":"article","venue":"Indian Journal of Medical Sciences","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetic retinopathy; Diabetes mellitus; Retinopathy; Internal medicine; Creatinine; Obstructive sleep apnea; Type 2 Diabetes Mellitus; Sleep apnea; Risk factor; Peripheral neuropathy; Diabetic neuropathy; Surgery; Endocrinology","score_opus":0.017224566317411177,"score_gpt":0.28886977779137835,"score_spread":0.27164521147396714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308199141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99201363,0.00028484224,0.0001227902,0.0069961348,0.0000722069,0.0004575123,0.000014983454,0.000002955603,0.000034924597],"genre_scores_gemma":[0.9979321,0.000005142084,0.0017278276,0.0002531758,0.000048598704,0.000017177423,0.0000051431316,0.000006664306,0.000004175284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971019,0.000108525506,0.00023638728,0.0001804854,0.0020885523,0.00028416343],"domain_scores_gemma":[0.99876595,0.00026458883,0.000184476,0.00006572056,0.00036824052,0.00035104278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017966824,0.00007604845,0.00022531734,0.0003092061,0.00022718072,0.000029773926,0.0002738825,0.00003946374,0.00008680615],"category_scores_gemma":[0.00084753154,0.00005012581,0.000028794842,0.0008825979,0.00016384681,0.00012995467,0.00006938117,0.00034186267,0.000001371059],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020645604,0.00015689892,0.9714225,0.000017663098,0.00012202056,0.000021609914,0.0006955535,0.00005284036,0.00008551708,0.00011331704,0.000033579636,0.02707207],"study_design_scores_gemma":[0.0034435112,0.004662852,0.9889524,0.00008044293,0.000048222206,0.00004281115,0.0010055115,0.00041209793,0.00047071744,0.00012621838,0.00065591844,0.000099273646],"about_ca_topic_score_codex":0.000011592191,"about_ca_topic_score_gemma":0.000018143195,"teacher_disagreement_score":0.026972797,"about_ca_system_score_codex":0.0002532271,"about_ca_system_score_gemma":0.00021102156,"threshold_uncertainty_score":0.20440713},"labels":[],"label_agreement":null},{"id":"W4308253518","doi":"10.1177/00220345221133278","title":"Airway Phenotypes and Nocturnal Wearing of Dentures in Elders with Sleep Apnea","year":2022,"lang":"en","type":"article","venue":"Journal of Dental Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Centre Hospitalier de l’Université de Montréal; McGill University; Université de Montréal","funders":"Canadian Institutes of Health Research; Natural Science Foundation of Shandong Province","keywords":"Polysomnography; Medicine; Logistic regression; Obstructive sleep apnea; Airway; Sleep apnea; Apnea; Crossover study; Anesthesia; Dentistry; Internal medicine; Pathology","score_opus":0.03129981815793923,"score_gpt":0.35059243821528024,"score_spread":0.319292620057341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308253518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99631745,0.0015976527,0.0000480839,0.00036598896,0.00007266847,0.0002451666,0.0000032095843,0.0000024333406,0.0013473443],"genre_scores_gemma":[0.9990698,0.000069085596,0.0005986567,0.00001908124,0.000094025854,0.0000067541837,9.521156e-7,0.000022024758,0.00011958169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960368,0.00035295606,0.00040773966,0.00016991158,0.0026163268,0.00041623253],"domain_scores_gemma":[0.9987655,0.00030563938,0.00015027197,0.00015143366,0.00038430365,0.00024281931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022892472,0.00010131861,0.0003361316,0.0011853563,0.00015563746,0.00003287791,0.0002720921,0.00004040049,0.00041460327],"category_scores_gemma":[0.0003245245,0.00007677028,0.000074792755,0.00078648044,0.00034282147,0.00015956548,0.0003811822,0.0018610641,0.0000025182585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006307808,0.0006099995,0.8304251,0.00020249722,0.00030177104,0.0020398844,0.0014108099,0.0002847824,0.102672406,0.00018191976,0.00010982065,0.05545319],"study_design_scores_gemma":[0.014866781,0.012528182,0.84842855,0.00032860844,0.00010240631,0.00812707,0.038615678,0.0019604054,0.07319437,0.0006271117,0.00092555344,0.0002952659],"about_ca_topic_score_codex":0.00011172939,"about_ca_topic_score_gemma":0.0000620905,"teacher_disagreement_score":0.055157922,"about_ca_system_score_codex":0.00033009792,"about_ca_system_score_gemma":0.00015078066,"threshold_uncertainty_score":0.80855006},"labels":[],"label_agreement":null},{"id":"W4308266166","doi":"10.1016/j.jclinane.2022.110993","title":"The effectiveness of positive airway pressure therapy in reducing postoperative adverse outcomes in surgical patients with obstructive sleep apnea: A systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Journal of Clinical Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; Western University; Toronto Western Hospital; London Health Sciences Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Perioperative; Positive airway pressure; Meta-analysis; Anesthesia; Continuous positive airway pressure; Sleep apnea; Adverse effect; Surgery; Airway; Internal medicine","score_opus":0.06239585190350681,"score_gpt":0.40076209612937025,"score_spread":0.3383662442258634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308266166","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008999381,0.98438317,0.0000029274433,0.0002354492,0.000030567662,0.006287892,0.00002955994,0.000003517836,0.00002755827],"genre_scores_gemma":[0.014856253,0.98447406,0.000090833295,0.00007211132,0.000021061653,0.0003627929,0.000019254088,0.000061541374,0.0000420645],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9766787,0.016331196,0.004584633,0.000585778,0.001462912,0.00035674582],"domain_scores_gemma":[0.9724125,0.02180392,0.0039516753,0.00066555175,0.0009345501,0.0002318052],"candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.013065108,0.0006280661,0.018085167,0.000681097,0.00009119651,0.000024884019,0.000532311,0.00028534594,0.00009481986],"category_scores_gemma":[0.0036997586,0.00027027045,0.0040358086,0.0017707412,0.00055984035,0.00019026581,0.0001106194,0.0023484344,0.0000010313207],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005837097,0.002812756,0.04129817,0.4256944,0.48277447,0.0031764004,0.00034751144,0.00004382107,5.0745104e-8,0.00011794402,0.0000013373108,0.03789605],"study_design_scores_gemma":[0.0058443747,0.005335931,0.07919244,0.04683741,0.8586744,0.0012236513,0.00022153968,0.00001486434,9.3732194e-7,0.000018400253,0.0020916944,0.00054434803],"about_ca_topic_score_codex":0.000025882477,"about_ca_topic_score_gemma":0.000005165576,"teacher_disagreement_score":0.378857,"about_ca_system_score_codex":0.0001992259,"about_ca_system_score_gemma":0.0003198998,"threshold_uncertainty_score":0.99997497},"labels":[],"label_agreement":null},{"id":"W4308322065","doi":"10.2147/nss.s378246","title":"Subjective Sleep Disruption and Mood Disorders are Associated with the Risk of Chronic Pain in Patients with Obstructive Sleep Apnea","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chronic pain; Obstructive sleep apnea; Pittsburgh Sleep Quality Index; Physical therapy; Polysomnography; Anxiety; Insomnia; Mood; Sleep disorder; Hospital Anxiety and Depression Scale; Apnea–hypopnea index; McGill Pain Questionnaire; Internal medicine; Visual analogue scale; Psychiatry; Apnea; Sleep quality","score_opus":0.0037098882856804287,"score_gpt":0.23179084941755582,"score_spread":0.2280809611318754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308322065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979751,0.000415014,0.000084872176,0.00030414536,0.000049568895,0.0008435477,0.00007493246,0.000010035347,0.00024276902],"genre_scores_gemma":[0.99980104,0.00001127951,0.0000783095,0.000021407757,0.000012642899,0.000039905295,0.000014133414,0.000015330403,0.0000059632725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974122,0.00026467405,0.00019281347,0.00048125495,0.001281949,0.00036709465],"domain_scores_gemma":[0.9986402,0.00027899124,0.0003276628,0.000260423,0.00039449468,0.00009825533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00135515,0.00017806712,0.00033324814,0.00033640108,0.00039256454,0.000019112244,0.0002255134,0.00009485742,0.000015597112],"category_scores_gemma":[0.00058074784,0.00010838848,0.000035246063,0.0018945516,0.0016531359,0.00025675353,0.00018508597,0.001041571,1.06057634e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007584271,0.00030241805,0.9678759,0.000032714335,0.00012504809,0.0000023472812,0.0014996246,0.00029046566,0.00034149026,0.00012858126,0.0000010590231,0.028641947],"study_design_scores_gemma":[0.003289084,0.002842564,0.98056364,0.000037213566,0.00009074134,0.0000028692514,0.0046547954,0.0077881273,0.00039732194,0.00020148167,0.000003419221,0.00012873509],"about_ca_topic_score_codex":0.00009383876,"about_ca_topic_score_gemma":0.0006411528,"teacher_disagreement_score":0.028513212,"about_ca_system_score_codex":0.0003273877,"about_ca_system_score_gemma":0.00007135118,"threshold_uncertainty_score":0.6091048},"labels":[],"label_agreement":null},{"id":"W4308323162","doi":"10.1186/s12944-022-01723-w","title":"High-density lipoprotein cholesterol efflux capacity in patients with obstructive sleep apnea and its relation with disease severity","year":2022,"lang":"en","type":"article","venue":"Lipids in Health and Disease","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Cegep Edouard Montpetit; Montreal Heart Institute","funders":"Kermanshah University of Medical Sciences","keywords":"Internal medicine; Obstructive sleep apnea; Medicine; High-density lipoprotein; Endocrinology; Apolipoprotein B; Lipoprotein; Cholesterol; Apolipoprotein A1; Lipidology; ABCA1; Biomarker; C-reactive protein; Dyslipidemia; Gastroenterology; Inflammation; Disease; Biology; Biochemistry; Transporter","score_opus":0.014217047774250601,"score_gpt":0.24780929253193895,"score_spread":0.23359224475768836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308323162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958304,0.00016839625,0.000034227247,0.0012463359,0.00008683412,0.0023701624,0.00021828138,0.000033124394,0.000012197794],"genre_scores_gemma":[0.99856716,0.0000075890116,0.0002431412,0.00065625313,0.00006586517,0.00026598055,0.00015083472,0.000028215909,0.000014930331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99735355,0.00048932334,0.0003278619,0.000630913,0.0007101439,0.0004882147],"domain_scores_gemma":[0.9975565,0.00008527574,0.00013184239,0.0003140153,0.000110128734,0.001802202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003626675,0.00023153579,0.00037408547,0.0002599244,0.00033214537,0.000022536793,0.000068867026,0.000041288746,0.00003261205],"category_scores_gemma":[0.00043200373,0.00019934776,0.0000225083,0.00046176245,0.00017041579,0.00025508335,0.00015502684,0.0007263332,0.0000015599279],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009796342,0.00057246635,0.98032445,0.00089712,0.000018060593,0.000026004373,0.00071336183,0.00008955855,0.0000017483053,0.00018101282,0.0000034286604,0.0073764645],"study_design_scores_gemma":[0.008367347,0.0008982478,0.9878438,0.000106448744,0.000028053742,0.0000034777602,0.00025074626,0.0019709542,0.000004954975,0.00031718312,0.000018303226,0.00019049039],"about_ca_topic_score_codex":0.0011961993,"about_ca_topic_score_gemma":0.00019011999,"teacher_disagreement_score":0.0075193616,"about_ca_system_score_codex":0.00047130082,"about_ca_system_score_gemma":0.0002706122,"threshold_uncertainty_score":0.8129166},"labels":[],"label_agreement":null},{"id":"W4308807252","doi":"10.53350/pjmhs221610105","title":"Continuous Positive Airway Pressure therapy improves the Quality of Life among Obstructive Sleep Apnea individuals in Pakistani Population","year":2022,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Continuous positive airway pressure; Medicine; Obstructive sleep apnea; Polysomnography; Quality of life (healthcare); Positive airway pressure; Body mass index; Apnea; Sleep apnea; Population; Anesthesia; Airway; Physical therapy; Internal medicine","score_opus":0.020160212172698446,"score_gpt":0.31500697192927674,"score_spread":0.2948467597565783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308807252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99398106,0.0004969052,0.0001153097,0.0007458521,0.00013345286,0.0021514415,0.00018339285,0.000043885142,0.0021487088],"genre_scores_gemma":[0.9988949,0.0000052307973,0.00019172917,0.0002239099,0.00006398751,0.00021369851,0.00009467826,0.000034821696,0.00027708826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99618644,0.0010651704,0.00072451355,0.000447858,0.0011867937,0.00038920218],"domain_scores_gemma":[0.9981034,0.00058914424,0.00038023732,0.0005177942,0.00028824309,0.00012120479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015125211,0.00021918351,0.0005873461,0.00021980803,0.00021765879,0.00002774843,0.00031034485,0.00009450406,0.0007903008],"category_scores_gemma":[0.0005097695,0.00015538487,0.00015796146,0.00064972043,0.0003036319,0.00018362825,0.00028165893,0.0007037002,0.000002253705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00112759,0.0003806683,0.95954067,0.000047652626,0.00050635106,0.000006111041,0.0054052114,0.000091026384,0.012750123,0.003586565,0.00002661621,0.016531447],"study_design_scores_gemma":[0.0029076021,0.0005018814,0.9740052,0.000007014174,0.000040210936,0.000004354542,0.01626439,0.0006567854,0.0048021367,0.0005887022,0.000063077634,0.00015864264],"about_ca_topic_score_codex":0.006509823,"about_ca_topic_score_gemma":0.00017573978,"teacher_disagreement_score":0.016372804,"about_ca_system_score_codex":0.00017073334,"about_ca_system_score_gemma":0.00005508531,"threshold_uncertainty_score":0.9840948},"labels":[],"label_agreement":null},{"id":"W4309564612","doi":"10.1016/j.smrv.2022.101721","title":"Dental sleep-related conditions and the role of oral healthcare providers: A scoping review","year":2022,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université de Montréal; University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep medicine; Oral appliance; Orofacial pain; Hypersalivation; Sleep (system call); Sleep apnea; Sleep hygiene; Health care; MEDLINE; Physical therapy; Dentistry; Sleep disorder; Psychiatry; Internal medicine; Insomnia; Sleep quality","score_opus":0.08494059990669468,"score_gpt":0.4327224713671747,"score_spread":0.34778187146048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309564612","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000014141733,0.97034764,0.0000054840834,0.0022407626,0.00034034092,0.025231862,0.000066981505,0.00005475174,0.0017107354],"genre_scores_gemma":[0.000007752989,0.99403095,0.00010187853,0.00086532696,0.00021117233,0.0036768871,0.00087777356,0.00013113554,0.0000970962],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98965746,0.0036036605,0.0036839894,0.0009850999,0.001371505,0.0006982903],"domain_scores_gemma":[0.99444765,0.0012177915,0.0021178327,0.0015051622,0.0002236793,0.00048790954],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0054948376,0.00087708683,0.009131328,0.0005240223,0.00032944002,0.000016376795,0.0006307387,0.00026163843,0.004075302],"category_scores_gemma":[0.004244068,0.0004793492,0.0012898684,0.0019195814,0.0016795738,0.00013013303,0.000532675,0.0021115306,0.00009025554],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002024414,0.000052338914,0.000022812426,0.30908027,0.00042284292,0.000025676378,0.000099632176,9.424917e-9,4.3506608e-7,0.00064499606,0.00036105054,0.6892697],"study_design_scores_gemma":[0.0016187559,0.00029558124,0.000001956563,0.39229858,0.0057580923,0.0008380197,0.00019164696,0.000009208254,2.4016492e-7,0.000075472555,0.5986946,0.0002178242],"about_ca_topic_score_codex":0.00024784135,"about_ca_topic_score_gemma":0.00006061897,"teacher_disagreement_score":0.68905187,"about_ca_system_score_codex":0.00042950799,"about_ca_system_score_gemma":0.00041710533,"threshold_uncertainty_score":0.9997658},"labels":[],"label_agreement":null},{"id":"W4310076185","doi":"10.1007/s11325-022-02747-3","title":"Sleep quality, sleep apnea, and metabolic health in children treated with adenotonsillectomy","year":2022,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Sleep apnea; Tonsillectomy; Internal medicine; Otorhinolaryngology; Sleep quality; Neurology; Apnea; Anesthesia; Surgery; Insomnia","score_opus":0.015947947889281524,"score_gpt":0.296345898317926,"score_spread":0.2803979504286445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310076185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904527,0.00501825,0.00013308418,0.0022230283,0.00003315495,0.0011879219,0.00005417235,0.000098948636,0.0007987383],"genre_scores_gemma":[0.99798685,0.00007850108,0.00072773936,0.0007553093,0.000080093356,0.000119001634,0.000096591146,0.00005796421,0.000097959186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705094,0.00046126122,0.00044290264,0.00071754964,0.00062790775,0.00069941825],"domain_scores_gemma":[0.99891764,0.00012130246,0.00014095395,0.00037386702,0.00006827615,0.00037796024],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009870576,0.00031164289,0.0007455144,0.0005624803,0.00056064676,0.0000706604,0.00013987815,0.000071319024,0.00014695022],"category_scores_gemma":[0.00006294862,0.00026240552,0.000064336986,0.0008669954,0.00019395702,0.00018387895,0.00035514895,0.00085261464,0.0000038614357],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053493347,0.00029705843,0.82716405,0.00007357136,0.0004116826,0.00010612299,0.0019759866,0.000028990888,0.00059894694,0.00063710945,0.000013730562,0.16815779],"study_design_scores_gemma":[0.008948931,0.0010257094,0.98049045,0.00003610971,0.00016528911,0.0022090576,0.0016931256,0.0037590857,0.000574093,0.0001207983,0.0005506078,0.00042676023],"about_ca_topic_score_codex":0.0032797698,"about_ca_topic_score_gemma":0.00009928933,"teacher_disagreement_score":0.16773103,"about_ca_system_score_codex":0.00019651355,"about_ca_system_score_gemma":0.000046418223,"threshold_uncertainty_score":0.99998283},"labels":[],"label_agreement":null},{"id":"W4310436947","doi":"10.1371/journal.pone.0278420","title":"Obstructive sleep apnea, myocardial perfusion and myocardial blood flow: A study of older male twins","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Institute on Drug Abuse; National Institute of Mental Health; National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health; U.S. Department of Veterans Affairs","keywords":"Medicine; Cardiology; Obstructive sleep apnea; Internal medicine; Myocardial infarction; Myocardial perfusion imaging; Polysomnography; Coronary artery disease; Angina; Perfusion; Odds ratio; Apnea","score_opus":0.025238696994810943,"score_gpt":0.2546721020593091,"score_spread":0.2294334050644982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310436947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99525887,0.00027053972,0.000012953398,0.00016701447,0.00014740047,0.0021329122,0.00010136061,0.00005254518,0.0018563964],"genre_scores_gemma":[0.9980545,0.0000119145025,0.0009254182,0.00005754708,0.00034195362,0.0002811729,0.00002963131,0.00005921653,0.00023866787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99649554,0.00034094352,0.00037456778,0.0006075974,0.0017487013,0.00043262777],"domain_scores_gemma":[0.9986719,0.00014301251,0.000110857756,0.00056105875,0.0002808557,0.00023232064],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037293977,0.00023938697,0.00073564873,0.00031859783,0.00030325758,0.000018795012,0.00018173741,0.00007439215,0.0011233736],"category_scores_gemma":[0.00021524023,0.00024276934,0.00012978722,0.00049827975,0.00015021682,0.00009798969,0.0007591186,0.0006821349,0.000015348027],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022659898,0.02516995,0.73043686,0.00029005308,0.005857097,0.00051665126,0.018238753,0.000051420633,0.20304224,0.000051923656,0.000050876984,0.014028187],"study_design_scores_gemma":[0.026789855,0.011758931,0.8916681,0.00007217033,0.0050300136,0.00030701017,0.03023783,0.006275691,0.027061718,0.00007739418,0.000069261296,0.0006520164],"about_ca_topic_score_codex":0.00010847643,"about_ca_topic_score_gemma":0.0000071086556,"teacher_disagreement_score":0.17598052,"about_ca_system_score_codex":0.00012996477,"about_ca_system_score_gemma":0.000049166094,"threshold_uncertainty_score":0.9997897},"labels":[],"label_agreement":null},{"id":"W4310480020","doi":"10.1186/s12871-022-01912-1","title":"Validation of the STOP-Bang questionnaire as a preoperative screening tool for obstructive sleep apnea: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"BMC Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University; Toronto Western Hospital; University Health Network; University of Toronto; University of British Columbia","funders":"ResMed; University Health Network Foundation; University Health Network","keywords":"Medicine; Obstructive sleep apnea; Anesthesiology; Meta-analysis; Systematic review; Sleep apnea; Sleep (system call); MEDLINE; Intensive care medicine; Medical physics; Physical therapy; Anesthesia; Internal medicine; Computer science","score_opus":0.11158026155723884,"score_gpt":0.37402960737763186,"score_spread":0.26244934582039303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310480020","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000108403925,0.9849469,0.0015631092,0.00010305099,0.000031717565,0.0131087545,0.00009354256,0.000026186373,0.000018341087],"genre_scores_gemma":[0.0012721525,0.9734603,0.004354055,0.00044486512,0.00008180349,0.018992787,0.00047918822,0.00016017233,0.00075464457],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9927292,0.0041950424,0.0014225052,0.000818491,0.00049884757,0.00033594354],"domain_scores_gemma":[0.9947726,0.0021796604,0.0014401304,0.0010929107,0.00042751388,0.000087181616],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019068883,0.0005505219,0.008659984,0.00042612516,0.00025407746,0.000019815472,0.00043931793,0.0002880911,0.0003368922],"category_scores_gemma":[0.0048406734,0.0003044016,0.0032176012,0.0012528945,0.0003259361,0.000101482525,0.00023548462,0.00052403164,0.0000059359927],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004523525,0.00005792916,0.0004289294,0.8940368,0.09921667,0.000010206709,0.00018239832,0.00001042249,3.0253457e-7,0.00083900266,0.000005295968,0.005166788],"study_design_scores_gemma":[0.0002703353,0.00039366062,0.00033373723,0.009714162,0.98580426,0.0005750325,0.00016423187,0.0000628415,0.0000053953295,0.000071184084,0.0022933155,0.00031182345],"about_ca_topic_score_codex":0.000026306387,"about_ca_topic_score_gemma":0.0000042106894,"teacher_disagreement_score":0.8865876,"about_ca_system_score_codex":0.00019097474,"about_ca_system_score_gemma":0.0002354429,"threshold_uncertainty_score":0.9999408},"labels":[],"label_agreement":null},{"id":"W4310706312","doi":"10.5664/jcsm.10376","title":"Sleep quality, physical activity, screen time, and substance use in children with obesity: associations with obstructive sleep apnea","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; University of Ottawa; Hospital for Sick Children; University of Toronto; Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Medicine; Obstructive sleep apnea; Sick child; Sleep medicine; Gerontology; Family medicine; Pediatrics; Psychiatry; Sleep disorder; Insomnia; Internal medicine","score_opus":0.06091158601006727,"score_gpt":0.3876151128933176,"score_spread":0.32670352688325033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310706312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99337924,0.00016538448,0.0006287331,0.0043609003,0.0001455579,0.0008629605,0.000082771694,0.00002871696,0.00034573916],"genre_scores_gemma":[0.99709684,0.000022836348,0.0011611282,0.0004535653,0.0010418182,0.00001583118,0.000038933336,0.00006690069,0.00010214352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99310917,0.0013181353,0.0014340221,0.000631766,0.0028866807,0.00062024564],"domain_scores_gemma":[0.9932184,0.0030804025,0.0016097018,0.0005198105,0.00083212677,0.00073955033],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004014206,0.000399091,0.0021719239,0.00049813814,0.000258868,0.00003749615,0.00040469263,0.00015813287,0.00019862417],"category_scores_gemma":[0.0026398392,0.0002697633,0.00023505284,0.0012694295,0.0010390751,0.00058597623,0.00025004873,0.0033188604,0.000006133925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004929161,0.0021432382,0.95749176,0.00001609829,0.0014092813,0.00032003532,0.00044287037,0.0001736537,0.00036329648,0.0001998364,0.00007148153,0.032439277],"study_design_scores_gemma":[0.016289027,0.0069035618,0.97198015,0.00008414719,0.000703399,0.0007338291,0.00032146223,0.002324308,0.0000898913,0.00022985038,0.00005477241,0.00028561935],"about_ca_topic_score_codex":0.00040627754,"about_ca_topic_score_gemma":0.00024804013,"teacher_disagreement_score":0.03215366,"about_ca_system_score_codex":0.00042686297,"about_ca_system_score_gemma":0.00013955764,"threshold_uncertainty_score":0.99997544},"labels":[],"label_agreement":null},{"id":"W4310721764","doi":"10.1016/j.sleep.2022.11.037","title":"Investigating changes in cognition associated with the use of CPAP in cognitive impairment and dementia: A retrospective study","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Public Health Ontario; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Montreal Cognitive Assessment; Sleep apnea; Dementia; Epworth Sleepiness Scale; Retrospective cohort study; Cohort; Cohort study; Cognition; Body mass index; Physical therapy; Internal medicine; Pediatrics; Apnea; Psychiatry; Disease","score_opus":0.05481343761902427,"score_gpt":0.31455766814175157,"score_spread":0.2597442305227273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310721764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942581,0.00020223684,0.000009638167,0.002783224,0.000035749217,0.0025337317,0.000027131251,0.000015294301,0.00013490416],"genre_scores_gemma":[0.9990526,0.000008862682,0.000025042136,0.00036872647,0.00003313381,0.00041965657,0.000054109765,0.000020654912,0.000017239568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761355,0.000514853,0.000290269,0.00033333903,0.0009562107,0.00029176447],"domain_scores_gemma":[0.9989025,0.00044205374,0.00019319674,0.00014295276,0.00023446504,0.00008485086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014030095,0.00015449306,0.0004228302,0.00040940108,0.00011951195,0.0000064251462,0.000067151486,0.000030312964,0.00021668998],"category_scores_gemma":[0.0013242528,0.00010290469,0.000015306452,0.001198785,0.0004501784,0.00006923782,0.00018079419,0.0006156022,2.8067063e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046250966,0.0008403934,0.9807066,0.000028396396,0.00040621546,0.00014711337,0.013718582,0.000008477768,0.0015176816,0.000012352074,0.000034053606,0.0021176431],"study_design_scores_gemma":[0.012325757,0.00671923,0.9298724,0.00031555493,0.00035157442,0.00001685281,0.048971046,0.0010640738,0.00022396537,0.000049506907,0.0000041802673,0.00008589076],"about_ca_topic_score_codex":0.0005676251,"about_ca_topic_score_gemma":0.003449719,"teacher_disagreement_score":0.050834212,"about_ca_system_score_codex":0.00032163775,"about_ca_system_score_gemma":0.000035147415,"threshold_uncertainty_score":0.41963315},"labels":[],"label_agreement":null},{"id":"W4310759661","doi":"10.22541/au.167035324.41591416/v1","title":"Obstructive sleep apnea screening in children with asthma","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Johns Hopkins University","keywords":"Obstructive sleep apnea; Medicine; Asthma; Body mass index; Polysomnography; Sleep apnea; Overweight; Apnea; Apnea–hypopnea index; Logistic regression; Obesity; Physical therapy; Hypopnea; Pediatrics; Internal medicine","score_opus":0.01911249614418836,"score_gpt":0.2929655838857959,"score_spread":0.27385308774160755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310759661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95982265,0.000258143,0.0055258838,0.00053692225,0.0001724488,0.0027521402,0.000090819536,0.00019491781,0.03064607],"genre_scores_gemma":[0.9714288,0.000008124666,0.02640315,0.00013437415,0.00023730661,0.00040861973,0.00050458655,0.00013476575,0.000740254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959297,0.00021208849,0.00046169877,0.0012744588,0.0013803446,0.00074169616],"domain_scores_gemma":[0.99812996,0.0000888765,0.00018372473,0.0011017399,0.00020855702,0.0002871447],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000430425,0.0005188398,0.00084552943,0.00086060393,0.00012077601,0.00006279041,0.0005067825,0.0002933724,0.005792925],"category_scores_gemma":[0.00013325106,0.00044059494,0.00019058344,0.00068133505,0.0002515517,0.000099092365,0.0023221455,0.0036481237,0.000036010657],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063936226,0.00019119977,0.92343,0.00008797632,0.00098164,0.00021001288,0.00034124308,0.001313164,0.00006546257,0.00048438826,0.000021892212,0.07223363],"study_design_scores_gemma":[0.0030011965,0.0003607806,0.98998183,0.00007287763,0.0000927869,0.00032262114,0.0011045004,0.0037563292,0.00043997247,0.00021983396,0.00016767455,0.00047960182],"about_ca_topic_score_codex":0.0013879464,"about_ca_topic_score_gemma":0.00010524652,"teacher_disagreement_score":0.07175403,"about_ca_system_score_codex":0.00048215647,"about_ca_system_score_gemma":0.00015197047,"threshold_uncertainty_score":0.99980456},"labels":[],"label_agreement":null},{"id":"W4310938598","doi":"10.1164/rccm.202211-2171ed","title":"Continuous Positive Airway Pressure Therapy for Chronic Kidney Disease in Patients with Obstructive Sleep Apnea: The Jury Is Still Out","year":2022,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Jury; Kidney disease; Intensive care medicine; Sleep apnea; Intensive care; Sleep medicine; Pulmonologist; Internal medicine; Sleep disorder; Psychiatry","score_opus":0.010827580041861734,"score_gpt":0.2930707141348147,"score_spread":0.282243134092953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310938598","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2801088,0.0435621,0.00043460057,0.6654563,0.0016215681,0.005456982,0.0029112045,0.000038557977,0.0004098916],"genre_scores_gemma":[0.705105,0.00005536468,0.00006419184,0.29109702,0.0032711686,0.00013251706,0.00011546603,0.00011308234,0.000046213692],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954102,0.0007323954,0.000767195,0.00061338214,0.0017715353,0.00070531736],"domain_scores_gemma":[0.99489033,0.0014067565,0.0004924064,0.0005021566,0.0020084346,0.0006999422],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00048574433,0.0005358165,0.0015128236,0.0004303473,0.00020708713,0.000031300453,0.00040675103,0.00017396509,0.0003598981],"category_scores_gemma":[0.001555949,0.0003076308,0.00024841903,0.0003720563,0.0036577974,0.00014034544,0.000103461534,0.003530228,8.8121436e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06271586,0.00083652494,0.2730691,0.003608479,0.0040807026,0.005612863,0.017538194,0.000008753903,0.00010051894,0.00013956365,0.17868762,0.45360184],"study_design_scores_gemma":[0.01895127,0.083578594,0.123500384,0.001239142,0.0026481166,0.00008413375,0.007048803,0.00001844913,0.000075429845,0.000088813045,0.7620582,0.00070864387],"about_ca_topic_score_codex":0.000021855361,"about_ca_topic_score_gemma":0.0000017556897,"teacher_disagreement_score":0.5833706,"about_ca_system_score_codex":0.00041652765,"about_ca_system_score_gemma":0.0006156418,"threshold_uncertainty_score":0.9999376},"labels":[],"label_agreement":null},{"id":"W4311163824","doi":"10.18280/ts.390509","title":"Dealing with Imbalanced Sleep Apnea Data Using DCGAN","year":2022,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Discriminator; Computer science; Artificial intelligence; Deep learning; Sleep apnea; Polysomnography; Classifier (UML); Apnea; Pattern recognition (psychology); Test data; Machine learning; Medicine; Cardiology","score_opus":0.06073331592409083,"score_gpt":0.3182663985039278,"score_spread":0.257533082579837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311163824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770739,0.0001225359,0.019241022,0.0006253532,0.00009956676,0.0007904479,0.00015997079,0.00009657863,0.0017906325],"genre_scores_gemma":[0.9927754,0.0000010743619,0.006309221,0.00025847595,0.00021481968,0.000035473342,0.00030939918,0.000048003407,0.0000481377],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99759567,0.00009263103,0.00026701626,0.0005129507,0.0010790372,0.00045270333],"domain_scores_gemma":[0.9989771,0.00005331832,0.0000890556,0.00061042927,0.00008801087,0.00018208878],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005381036,0.00017695135,0.0002615504,0.00016314884,0.0003658112,0.000030915067,0.0004166119,0.000024477089,0.0040208837],"category_scores_gemma":[0.000017722341,0.00015685394,0.000043494816,0.00033687285,0.00009708362,0.00015405219,0.00048581767,0.00038891545,0.000015220291],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005639766,0.0017230316,0.12234128,0.00036627412,0.0019195722,0.0019973933,0.001989498,0.011554693,0.75883394,0.0026383211,0.0005679701,0.090428255],"study_design_scores_gemma":[0.019617481,0.0037935902,0.036837984,0.00008955495,0.0008735871,0.0013462295,0.005802198,0.89024574,0.025179032,0.00014311925,0.01494714,0.0011243207],"about_ca_topic_score_codex":0.000062084735,"about_ca_topic_score_gemma":0.000007280203,"teacher_disagreement_score":0.8786911,"about_ca_system_score_codex":0.0002309545,"about_ca_system_score_gemma":0.00006538966,"threshold_uncertainty_score":0.9968896},"labels":[],"label_agreement":null},{"id":"W4311311276","doi":"10.21203/rs.3.rs-2278755/v1","title":"The Impact of Semi-upright Position on Severity of Sleep Disordered Breathing in Patients with Obstructive Sleep Apnea: A two-arm, prospective, randomized controlled trial","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"University Health Network Foundation; University Health Network; University of Toronto; Ontario Ministry of Health and Long-Term Care; Canadian Anesthesiologists' Society; Takeda Pharmaceutical Company","keywords":"Medicine; Randomized controlled trial; Obstructive sleep apnea; Polysomnography; Anesthesia; Hypopnea; Apnea–hypopnea index; Apnea; Perioperative; Breathing; Population; Sleep apnea; Prospective cohort study; Surgery","score_opus":0.013757987976351947,"score_gpt":0.3504424967117951,"score_spread":0.33668450873544314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311311276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9519257,0.00033292326,0.00008575173,0.00019468274,0.00023197375,0.043744102,0.0004491483,0.000040887702,0.0029948545],"genre_scores_gemma":[0.99325943,0.000050295333,0.00013600916,0.0000029717555,0.00014371259,0.0058451644,0.00036926274,0.00011495645,0.00007818653],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98318505,0.0073077204,0.0017061777,0.0012510113,0.005341328,0.0012087221],"domain_scores_gemma":[0.9870673,0.0064264857,0.0010817964,0.0015987351,0.0035146414,0.00031102993],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008098909,0.0007116579,0.004051902,0.0015749659,0.0004995853,0.00010757468,0.0008029476,0.00038841565,0.00044242918],"category_scores_gemma":[0.0066889394,0.00040792473,0.0014946207,0.00154999,0.001509014,0.00016594675,0.0013250932,0.005089151,0.0000039882893],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.91988635,0.0039627473,0.065893315,0.000597729,0.0034158695,0.0000503489,0.0018659028,0.0017078713,0.00008190506,0.00047211663,0.000006509693,0.0020593174],"study_design_scores_gemma":[0.8055317,0.00706247,0.17462385,0.0005816558,0.00023202409,0.0000039436754,0.0008427769,0.007824389,0.00025255387,0.0027440065,9.952144e-7,0.00029964416],"about_ca_topic_score_codex":0.0024134656,"about_ca_topic_score_gemma":0.0000783679,"teacher_disagreement_score":0.11435467,"about_ca_system_score_codex":0.0033370785,"about_ca_system_score_gemma":0.0008805582,"threshold_uncertainty_score":0.9998373},"labels":[],"label_agreement":null},{"id":"W4311358350","doi":"10.5539/cis.v16n1p39","title":"CNN Model for Sleep Apnea Detection Based on SpO2 Signal","year":2022,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Softmax function; Computer science; Polysomnography; Convolutional neural network; Deep learning; Sleep apnea; Apnea; Artificial intelligence; SIGNAL (programming language); Pattern recognition (psychology); Pooling; Medicine; Speech recognition; Cardiology; Internal medicine","score_opus":0.02256806930249321,"score_gpt":0.2843645437115557,"score_spread":0.26179647440906245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311358350","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.069748,0.000002060817,0.92839456,0.0002511794,0.00014772081,0.00036441363,0.0000095827245,0.000029673696,0.0010528016],"genre_scores_gemma":[0.9904055,2.3568509e-7,0.008109017,0.0013741197,0.000036351703,0.000050991996,0.000011294157,0.0000025164625,0.0000099755125],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99897707,0.000011057292,0.00014551275,0.00012467959,0.00057122536,0.00017044134],"domain_scores_gemma":[0.9994892,0.000044024495,0.00004539238,0.00012631518,0.00019914356,0.00009594132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058790005,0.000057339254,0.000071871604,0.00038052688,0.00050731195,0.00007715687,0.00011900519,0.000013070628,0.000031129854],"category_scores_gemma":[0.0000312952,0.000051319807,0.00002725805,0.00044222,0.00012624053,0.0011609511,0.000103035854,0.000090826135,0.000008599474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002983966,0.000045069108,0.0002929323,0.000052022435,0.0000039101974,4.8157705e-7,0.0007748982,0.16434541,0.0021402,0.0013812794,0.000068946414,0.83059645],"study_design_scores_gemma":[0.00086414005,0.0005066266,0.0026260545,0.0000020702266,0.0000033285153,0.0000101266505,0.000050787672,0.9922002,0.0023640832,0.000057913192,0.0012587782,0.00005590948],"about_ca_topic_score_codex":0.0000012061868,"about_ca_topic_score_gemma":7.5489986e-8,"teacher_disagreement_score":0.9206575,"about_ca_system_score_codex":0.00011745061,"about_ca_system_score_gemma":0.000056684446,"threshold_uncertainty_score":0.3901885},"labels":[],"label_agreement":null},{"id":"W4311442091","doi":"10.1513/annalsats.202209-789oc","title":"Temporal and Regional Trends in Obstructive Sleep Apnea Using Administrative Health Data in Alberta, Canada","year":2022,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Alberta; University of Calgary","funders":"Alberta Health Services","keywords":"Medicine; Incidence (geometry); Obstructive sleep apnea; Diagnosis code; Cluster (spacecraft); Demography; Psychological intervention; Pediatrics; Environmental health; Population; Internal medicine","score_opus":0.20874742195179496,"score_gpt":0.4598919771637716,"score_spread":0.25114455521197665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311442091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739493,0.00030035715,0.000012002876,0.02503387,0.00005439872,0.0002711987,0.00026486645,0.0000045027195,0.00010947784],"genre_scores_gemma":[0.99592376,0.000023522085,0.00127808,0.0025378966,0.000033183132,0.000016278369,0.00009050758,0.000021367981,0.00007542919],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974214,0.00052705046,0.00040029152,0.0004731033,0.000737605,0.0004405799],"domain_scores_gemma":[0.99833906,0.00026901715,0.0004663824,0.00070239115,0.000076892175,0.00014624899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007889363,0.00016889618,0.0005388023,0.00010397042,0.00018974101,0.000007922049,0.00046341724,0.000022238397,0.00003774382],"category_scores_gemma":[0.00012722702,0.00014506289,0.00010209215,0.0016664517,0.00072741555,0.00010593918,0.00074248103,0.00062440184,9.254419e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001016129,0.00033700498,0.8225693,0.00009852746,0.00034473918,0.000037114747,0.0063921227,0.00017012045,0.00029842014,0.00009662611,0.0035830974,0.16505677],"study_design_scores_gemma":[0.00066757295,0.00042065946,0.9444134,0.000038620175,0.000023797442,0.000103164806,0.036498863,0.01575834,0.00027206863,0.00014289003,0.0014474163,0.00021320907],"about_ca_topic_score_codex":0.77757525,"about_ca_topic_score_gemma":0.36053604,"teacher_disagreement_score":0.41703922,"about_ca_system_score_codex":0.0004282527,"about_ca_system_score_gemma":0.0009479331,"threshold_uncertainty_score":0.6511325},"labels":[],"label_agreement":null},{"id":"W4311580610","doi":"10.1038/s41598-022-25768-0","title":"A retrospective observational cohort study evaluating the postoperative outcomes of intracapsular coblation tonsillectomy in children","year":2022,"lang":"en","type":"review","venue":"Scientific Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Medicine; Tonsillectomy; Retrospective cohort study; Surgery; Obstructive sleep apnea; Observational study; Cohort study; Cohort; Tonsil; Otorhinolaryngology; Anesthesia; Internal medicine","score_opus":0.10208263408062389,"score_gpt":0.4240979549676363,"score_spread":0.3220153208870124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311580610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61490595,0.36537418,0.000004488355,0.00007652228,0.0017836461,0.017130662,0.000036891677,0.00003584904,0.0006518292],"genre_scores_gemma":[0.72753465,0.24578771,0.0012557942,0.00008462911,0.00043816862,0.010022345,0.007276435,0.00045100256,0.007149261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9921882,0.0010923933,0.0017497262,0.0013642822,0.0032421902,0.00036321612],"domain_scores_gemma":[0.99613494,0.00033866696,0.0012325515,0.0014763444,0.0007354092,0.000082089864],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009894775,0.00036812734,0.001835794,0.0007460719,0.00047052748,0.000112510694,0.00029092468,0.000120366705,0.0009844353],"category_scores_gemma":[0.0049128286,0.00023972223,0.00040586418,0.0028335853,0.00041297427,0.0001521103,0.00038185163,0.0010639699,0.000006683058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000124272365,0.00045319338,0.9349713,0.00023083242,0.00083348254,0.00012408015,0.00073422387,0.000012501434,0.00001608816,0.00003113528,0.000057770532,0.06252298],"study_design_scores_gemma":[0.00047716117,0.0005152233,0.9865972,0.0004479085,0.0010455475,0.00052114855,0.00039442544,0.000101114645,0.000007673996,0.00022118658,0.009416651,0.00025476346],"about_ca_topic_score_codex":0.00016926862,"about_ca_topic_score_gemma":0.000028245939,"teacher_disagreement_score":0.11958648,"about_ca_system_score_codex":0.0012809808,"about_ca_system_score_gemma":0.0012437472,"threshold_uncertainty_score":0.9999288},"labels":[],"label_agreement":null},{"id":"W4311708632","doi":"10.3389/fcvm.2022.1050409","title":"Machine learning for atrial fibrillation risk prediction in patients with sleep apnea and coronary artery disease","year":2022,"lang":"en","type":"article","venue":"Frontiers in Cardiovascular Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)","keywords":"Medicine; Coronary artery disease; Internal medicine; Atrial fibrillation; Cardiology; Hazard ratio; Sleep apnea; Obstructive sleep apnea; Confidence interval","score_opus":0.007028118503407895,"score_gpt":0.21942101397767116,"score_spread":0.21239289547426327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311708632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93445784,0.037094977,0.023582058,0.00025471245,0.001112829,0.003229149,0.00013669333,0.000057339006,0.00007440972],"genre_scores_gemma":[0.9972587,0.00010376398,0.0010627264,0.000020106636,0.0004974703,0.00010675262,0.0008610021,0.000051476283,0.000037976664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971233,0.0004555811,0.0003718026,0.0005583656,0.0011371013,0.00035382147],"domain_scores_gemma":[0.99912065,0.00009704776,0.00009509133,0.00037383678,0.00010574246,0.00020762585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014178561,0.00020786008,0.0006885645,0.0005994744,0.00019802444,0.000006999196,0.00007517095,0.000058601912,0.000040439656],"category_scores_gemma":[0.0005694469,0.00018026355,0.00024331988,0.00050688954,0.00017713194,0.00011934467,0.000095837095,0.0005944152,5.050656e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006519828,0.000034188924,0.8579868,0.000101932885,0.0008245915,0.00007924098,0.00026611527,0.020402687,0.0000018646834,0.0000019930035,0.000086955406,0.11369378],"study_design_scores_gemma":[0.023660036,0.001448474,0.8670703,0.00004674853,0.0007234237,0.000021102634,0.00044427332,0.10209221,9.1904815e-7,0.00005697245,0.0042981016,0.00013743715],"about_ca_topic_score_codex":0.00007333881,"about_ca_topic_score_gemma":0.0000034795896,"teacher_disagreement_score":0.11355634,"about_ca_system_score_codex":0.00046673932,"about_ca_system_score_gemma":0.000040577765,"threshold_uncertainty_score":0.7350935},"labels":[],"label_agreement":null},{"id":"W4311822639","doi":"10.1093/sleep/zsac308","title":"Discovery of genomic loci associated with sleep apnea risk through multi-trait GWAS analysis with snoring","year":2022,"lang":"en","type":"review","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Australian Research Council; Canadian Institutes of Health Research; University of Queensland","keywords":"Genome-wide association study; Phenome; Genetic association; Biology; Quantitative trait locus; Genetics; Body mass index; Heritability; Medicine; Bioinformatics; Single-nucleotide polymorphism; Genome; Internal medicine; Genotype; Gene","score_opus":0.05029692074188932,"score_gpt":0.33102404565337834,"score_spread":0.280727124911489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311822639","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00903693,0.9782174,0.0064812414,0.000016678772,0.00015377076,0.0029717286,0.0014937569,0.00013898272,0.0014895062],"genre_scores_gemma":[0.030627351,0.96071064,0.002918961,0.000026201142,0.00024245269,0.0005996009,0.0036057048,0.00045358136,0.0008154999],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99392104,0.00079590845,0.0011806075,0.0013575457,0.001748697,0.0009962226],"domain_scores_gemma":[0.9957867,0.0005725766,0.001617807,0.0015294751,0.00026836136,0.00022502398],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00082722766,0.00097070803,0.0046464377,0.0010147773,0.0002835063,0.000076852026,0.0007132843,0.00037386458,0.0009459823],"category_scores_gemma":[0.00037318261,0.00068432704,0.0014939639,0.0039932686,0.0004875932,0.0002928574,0.00045423402,0.0021333196,0.000034875564],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006301656,0.0017693877,0.027877098,0.01296002,0.09405371,0.00086952746,0.001123443,0.0009630163,0.000018837654,0.00008220002,0.000019900857,0.8596327],"study_design_scores_gemma":[0.024807235,0.007646713,0.04298014,0.009794682,0.4653972,0.00050335436,0.0037369283,0.007900414,0.00013409194,0.000045180597,0.43004107,0.0070129707],"about_ca_topic_score_codex":0.00067027216,"about_ca_topic_score_gemma":0.00040290374,"teacher_disagreement_score":0.8526197,"about_ca_system_score_codex":0.0015763366,"about_ca_system_score_gemma":0.0002949987,"threshold_uncertainty_score":0.9999673},"labels":[],"label_agreement":null},{"id":"W4312065936","doi":"10.5664/jcsm.10386","title":"Behavioral and emotional characteristics of Canadian children with obesity and moderate-severe sleep-disordered breathing treated with positive airway pressure: longitudinal changes and associations with adherence","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Alberta Children's Hospital; University of Calgary; Children's Hospital of Eastern Ontario; Stollery Children's Hospital; Montreal Children's Hospital; University of Alberta; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"CBCL; Medicine; Child Behavior Checklist; Sleep disordered breathing; Prospective cohort study; Positive airway pressure; Cohort; Population; Pediatrics; Clinical psychology; Internal medicine; Obstructive sleep apnea","score_opus":0.0449986071001102,"score_gpt":0.33472121778105407,"score_spread":0.28972261068094385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312065936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995536,0.0005494688,0.00010843792,0.0029477607,0.000039071787,0.00048694073,0.00026031828,0.00000673779,0.00006522019],"genre_scores_gemma":[0.99870443,0.00018812611,0.0006568906,0.000112666654,0.00019167252,0.000007783343,0.000073207084,0.000024630765,0.00004058397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758744,0.00025053995,0.000642379,0.00031532542,0.000912806,0.000291514],"domain_scores_gemma":[0.9973294,0.0003574313,0.0007343074,0.00014389645,0.0008027116,0.0006322148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009591731,0.00022011327,0.0009984219,0.0003905083,0.0002915567,0.000021012116,0.00009954288,0.000099406374,0.00012067682],"category_scores_gemma":[0.00028365938,0.00013992455,0.00003678134,0.00041724258,0.0006560825,0.00014891638,0.00006923302,0.0009911217,1.0523089e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026926398,0.00037783472,0.979883,0.000037027286,0.00090710074,0.0002595722,0.00049965235,0.000017799402,0.000039797767,0.000027619904,0.000018469464,0.015239468],"study_design_scores_gemma":[0.008449677,0.015477137,0.97082484,0.00029275313,0.0013675678,0.002326344,0.00043004265,0.00063215295,0.000024080084,0.000011682869,0.00001745713,0.00014629286],"about_ca_topic_score_codex":0.008249549,"about_ca_topic_score_gemma":0.008098215,"teacher_disagreement_score":0.015099302,"about_ca_system_score_codex":0.00008852001,"about_ca_system_score_gemma":0.00022238506,"threshold_uncertainty_score":0.9983546},"labels":[],"label_agreement":null},{"id":"W43120767","doi":"10.1161/circ.116.suppl_16.ii_706","title":"Abstract 3145: Mortal Interaction of Sleep Apnea with Ischemic, But Not Non-Ischemic Heart Failure","year":2007,"lang":"en","type":"article","venue":"Circulation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Ejection fraction; Sleep apnea; Cardiology; Diabetes mellitus; Obstructive sleep apnea; Etiology; Apnea; Endocrinology","score_opus":0.016932079522411166,"score_gpt":0.2956508087650634,"score_spread":0.27871872924265223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W43120767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98749685,0.000019811074,0.006990533,0.00024852008,0.00010762742,0.00047457856,0.0000062977597,0.000046638266,0.0046091676],"genre_scores_gemma":[0.9977141,5.50493e-7,0.0018127923,0.000048460635,0.00023805504,0.000010284757,0.000112191155,0.000036978076,0.000026558322],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99837595,0.000011586036,0.00040453643,0.00032183324,0.00058484246,0.00030126242],"domain_scores_gemma":[0.9988879,0.00008772627,0.00018791207,0.0003394835,0.00035200553,0.00014495938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003436564,0.00016614214,0.000266377,0.00023619102,0.000053135816,0.00001514684,0.00006922809,0.00015250841,0.00022690275],"category_scores_gemma":[0.0001078101,0.00015189649,0.00009627237,0.0002987733,0.00010742153,0.00029319385,0.0000251088,0.0003957056,0.00007481985],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040449324,0.0000909852,0.1966057,0.0001250841,0.000081826496,0.000015750833,0.00013826427,0.00009001768,0.7978059,0.000010511276,0.000115862465,0.0045155874],"study_design_scores_gemma":[0.0009501792,0.000053290754,0.51910615,0.000050598923,0.00004549872,0.00010727768,0.00035166077,0.0020804072,0.47678187,0.0000024176434,0.00037049848,0.00010013071],"about_ca_topic_score_codex":0.000093835435,"about_ca_topic_score_gemma":0.000023619348,"teacher_disagreement_score":0.32250047,"about_ca_system_score_codex":0.00018735837,"about_ca_system_score_gemma":0.0000376757,"threshold_uncertainty_score":0.6194159},"labels":[],"label_agreement":null},{"id":"W4312086427","doi":"10.1002/alz.068218","title":"Apnea‐associated hypoxemia is linked to greater tau deposition in women with Alzheimer’s disease risk","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Hypoxemia; Internal medicine; Cardiology; Cognitive impairment; Cognitive decline; Disease; Dementia","score_opus":0.022724905469345497,"score_gpt":0.2771869530836889,"score_spread":0.25446204761434343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312086427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98918384,0.006060185,0.00008618669,0.0020269186,0.00016829993,0.0017350621,0.00018117418,0.0001206076,0.00043771797],"genre_scores_gemma":[0.99580544,0.000012010283,0.00073561,0.0019099382,0.00007865294,0.0011795078,0.00015798913,0.000098027886,0.00002282961],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99627674,0.00036701764,0.0004524588,0.0008026294,0.0011352381,0.0009658998],"domain_scores_gemma":[0.9982755,0.000057593126,0.00016430474,0.00065535255,0.0001714606,0.0006757656],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056094455,0.0003427398,0.00042280875,0.00045921153,0.00036957063,0.000057305217,0.00029766257,0.000074972384,0.0025999476],"category_scores_gemma":[0.00005594545,0.00032500154,0.00009672121,0.0010677658,0.00009590693,0.00017418813,0.00041250145,0.00066256925,0.00019914757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009002441,0.0015117557,0.83353305,0.00001649832,0.03907795,0.0011826641,0.006211062,0.0002499026,0.004162092,0.000026522348,0.0037692827,0.1012568],"study_design_scores_gemma":[0.005436798,0.0014432241,0.96913373,0.000030548355,0.015261202,0.000023602464,0.00089472433,0.0011349802,0.0042675426,0.000103671526,0.0017026484,0.00056730607],"about_ca_topic_score_codex":0.00043613612,"about_ca_topic_score_gemma":0.000049647388,"teacher_disagreement_score":0.13560073,"about_ca_system_score_codex":0.00019692171,"about_ca_system_score_gemma":0.00013851609,"threshold_uncertainty_score":0.9999202},"labels":[],"label_agreement":null},{"id":"W4312087334","doi":"10.1002/alz.064745","title":"Longitudinal medial temporal lobe gray matter volume and cognitive changes in late middle‐aged and older adults with treated and non‐treated obstructive sleep apnea","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Institut Universitaire de Gériatrie de Montréal; Canadian Sleep & Circadian Network; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital Rivière-des-Prairies; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Temporal lobe; Obstructive sleep apnea; Parahippocampal gyrus; Polysomnography; Magnetic resonance imaging; Cognitive decline; Internal medicine; Cardiology; Psychology; Dementia; Apnea; Radiology; Psychiatry; Epilepsy","score_opus":0.016717727846089294,"score_gpt":0.25107698699029535,"score_spread":0.23435925914420605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312087334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874636,0.010064927,0.000016956272,0.00045439706,0.000071425755,0.0015900846,0.00012998101,0.000039578288,0.00016905983],"genre_scores_gemma":[0.9987651,0.00003052064,0.00026469593,0.00016268123,0.000061427105,0.00033772193,0.00027728305,0.00006986603,0.000030669235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746776,0.00021404208,0.00030101358,0.0008765828,0.00053341035,0.00060721306],"domain_scores_gemma":[0.9991144,0.00009739416,0.00013633085,0.00021013533,0.00015560002,0.00028616507],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024195312,0.00040389597,0.0005382119,0.00040146796,0.00028133448,0.00006105816,0.000090580885,0.000100426994,0.00087309023],"category_scores_gemma":[0.000018435425,0.00035415025,0.00003584813,0.0004840963,0.0005544868,0.00021158248,0.00033714913,0.00051610416,0.00001167157],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028122833,0.00019687053,0.9723741,0.000044801767,0.0053214454,0.00058562576,0.003553282,5.88786e-7,0.00078617706,0.0000016133516,0.000038470705,0.0142847495],"study_design_scores_gemma":[0.011107668,0.0010675308,0.9740164,0.00009629558,0.0061881053,0.00019877423,0.0022943032,0.00066161435,0.0039592762,0.000012668681,0.000021876009,0.00037545204],"about_ca_topic_score_codex":0.0011108229,"about_ca_topic_score_gemma":0.001121539,"teacher_disagreement_score":0.013909297,"about_ca_system_score_codex":0.000026284612,"about_ca_system_score_gemma":0.000021910017,"threshold_uncertainty_score":0.99989104},"labels":[],"label_agreement":null},{"id":"W4312088446","doi":"10.1002/alz.063205","title":"Obstructive sleep apnea risk is associated with decreased executive processing speed in older women but not in men: A longitudinal analysis of the Canadian Longitudinal Study on Aging","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Douglas Mental Health University Institute; Canadian Sleep & Circadian Network; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Longitudinal study; Obstructive sleep apnea; Medicine; Cognition; Neuropsychology; Verbal fluency test; Dementia; Stroop effect; Psychomotor learning; Psychology; Clinical psychology; Audiology; Psychiatry; Internal medicine; Disease","score_opus":0.03583681913781907,"score_gpt":0.30544887397249976,"score_spread":0.2696120548346807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312088446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962466,0.0007117937,0.00001621796,0.00023676411,0.000051923267,0.001819804,0.00015731278,0.000018232982,0.0007413643],"genre_scores_gemma":[0.99944466,8.613405e-7,0.00005440391,0.00011234144,0.000016872944,0.00026400224,0.000046626294,0.000049911665,0.000010288571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951949,0.0007238724,0.0006235966,0.0008810551,0.0016176436,0.00095891213],"domain_scores_gemma":[0.99814886,0.00017960969,0.00045536758,0.0005849229,0.00033356968,0.00029768512],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012980765,0.00037172367,0.0008383994,0.0017939239,0.0005480813,0.00005765254,0.00043163708,0.000074885276,0.00048018227],"category_scores_gemma":[0.0001785841,0.00030619904,0.00016491678,0.0053660055,0.0002445006,0.00015901201,0.0002701301,0.0010257907,0.0000024960057],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072494935,0.0010679238,0.94324994,0.0000049560813,0.03893495,0.00032298933,0.012470933,0.0006758447,0.00010822441,0.000010544833,0.0000069679827,0.0024217847],"study_design_scores_gemma":[0.004759039,0.0005288399,0.94767296,0.000032695254,0.019774364,0.000007251298,0.018415418,0.0068991417,0.0016150257,0.000015775193,0.0000039564366,0.00027554898],"about_ca_topic_score_codex":0.10939243,"about_ca_topic_score_gemma":0.21543807,"teacher_disagreement_score":0.10604565,"about_ca_system_score_codex":0.0010024233,"about_ca_system_score_gemma":0.0004528142,"threshold_uncertainty_score":0.999939},"labels":[],"label_agreement":null},{"id":"W4312187646","doi":"10.3390/biomedicines11010016","title":"The Overlap Syndrome of Obstructive Sleep Apnea and Chronic Obstructive Pulmonary Disease: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Biomedicines","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; COPD; Polysomnography; Systematic review; Overlap syndrome; Population; Physical therapy; Cohort; Observational study; Internal medicine; Intensive care medicine; Obstructive lung disease; MEDLINE; Apnea","score_opus":0.030321325058239392,"score_gpt":0.3277800682516809,"score_spread":0.2974587431934415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312187646","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001798749,0.9885355,0.000006517699,0.000395351,0.0007685735,0.009493919,0.00038255347,0.00006901323,0.0003305723],"genre_scores_gemma":[0.00014991024,0.9960027,0.000030899144,0.00006155606,0.00029585854,0.002435585,0.0003750521,0.00016086313,0.0004876213],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9932386,0.00096898555,0.0020396158,0.0010650771,0.0019221362,0.00076554186],"domain_scores_gemma":[0.99341476,0.002211767,0.0015045233,0.0018258094,0.0003152507,0.0007278968],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011581114,0.00095517014,0.0058005434,0.0006509946,0.0004007351,0.000031239768,0.00082133966,0.0002322105,0.00029424834],"category_scores_gemma":[0.0033081698,0.0005442272,0.00094311946,0.0019971079,0.0017573163,0.00012179512,0.00073393673,0.0010027586,0.000028463459],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035023048,0.00006498546,0.000020571602,0.7789862,0.0014819094,0.00064745895,0.00002647341,1.1217749e-8,0.0000021005449,0.00021101916,0.000060704602,0.21846351],"study_design_scores_gemma":[0.0005381741,0.0005045474,0.00043306957,0.5601437,0.020833572,0.006568086,0.0004471932,0.00003666053,5.331499e-7,0.00009603,0.4097911,0.00060730515],"about_ca_topic_score_codex":0.0000158729,"about_ca_topic_score_gemma":9.91337e-7,"teacher_disagreement_score":0.4097304,"about_ca_system_score_codex":0.0010412786,"about_ca_system_score_gemma":0.000722247,"threshold_uncertainty_score":0.9997009},"labels":[],"label_agreement":null},{"id":"W4312195472","doi":"10.1007/s11325-022-02772-2","title":"Correlation between nocturnal intermittent hypoxemia and mild cognitive impairment in the older adult and the role of BDNF Val66Met polymorphism: a hospital-based cross-sectional study","year":2022,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Internal medicine; Brain-derived neurotrophic factor; Hypoxemia; Polysomnography; Cognitive impairment; Cross-sectional study; Nocturnal; Neurology; Neurotrophic factors; Psychiatry; Disease; Pathology","score_opus":0.011059582231733178,"score_gpt":0.28202514271253165,"score_spread":0.27096556048079845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312195472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972036,0.00048643813,0.00009969938,0.0005811358,0.00006815862,0.0014074225,0.000041773965,0.000008455377,0.00010334154],"genre_scores_gemma":[0.999555,0.0000045519623,0.000029681196,0.00016474426,0.00007396841,0.00012486945,0.000023285442,0.000012476435,0.000011424594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982632,0.0003488152,0.00031306242,0.00029006044,0.00058882334,0.00019604762],"domain_scores_gemma":[0.99899465,0.00057674333,0.00012246243,0.00012520087,0.00011697096,0.00006398326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011769491,0.00014071759,0.00024237194,0.00016196904,0.0003690546,0.000067133464,0.0000772662,0.000042004187,0.000030326544],"category_scores_gemma":[0.00010912353,0.000086305736,0.00005718045,0.00019491423,0.0003226589,0.00008862109,0.00018825501,0.00056561787,3.7424084e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008643583,0.00031039407,0.97751796,0.000021406204,0.00016731575,0.00002997256,0.011790634,0.000010093466,0.000056866735,0.000051025683,0.0000015698631,0.009178389],"study_design_scores_gemma":[0.010957847,0.0009777249,0.9661598,0.000037603266,0.00016354212,0.00012269033,0.01577438,0.0054150554,0.000102027625,0.00020238527,0.0000023811076,0.00008452137],"about_ca_topic_score_codex":0.00056650885,"about_ca_topic_score_gemma":0.000009955079,"teacher_disagreement_score":0.011358134,"about_ca_system_score_codex":0.00008139164,"about_ca_system_score_gemma":0.000025847241,"threshold_uncertainty_score":0.3519446},"labels":[],"label_agreement":null},{"id":"W4312902949","doi":"10.1183/13993003.congress-2022.3870","title":"Comparison of AI-driven scoring with manual scoring of lab-based polysomnography data","year":2022,"lang":"en","type":"article","venue":"04.02 - Clinical and epidemiological respiratory sleep medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polysomnography; Scoring system; Sleep (system call); Gold standard (test); Epworth Sleepiness Scale; Medicine; Sleep study; Sleep medicine; Sleep Stages; Physical therapy; Computer science; Electroencephalography; Sleep disorder; Internal medicine; Insomnia","score_opus":0.31537311149265157,"score_gpt":0.5021591688711813,"score_spread":0.1867860573785297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312902949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99053526,0.0028281256,0.0017882475,0.0032123579,0.0002865368,0.0007372062,0.00009725796,0.00007173945,0.0004432631],"genre_scores_gemma":[0.993415,0.000053862015,0.0024229512,0.0034586417,0.00046289616,0.000043014796,0.000097178556,0.00003410807,0.000012348979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9922544,0.0019365737,0.00262547,0.0012116269,0.0012893042,0.0006826293],"domain_scores_gemma":[0.99022686,0.0064191534,0.00082475285,0.001483367,0.00031750143,0.0007283756],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.008962971,0.00038846297,0.0026974985,0.00040511924,0.00023420354,0.0000048130714,0.0008262965,0.00024346716,0.0005854794],"category_scores_gemma":[0.011694672,0.00024492663,0.00022877679,0.0009275827,0.0036258255,0.00011674696,0.0011358188,0.0022034294,0.0000037825032],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033329711,0.0008187693,0.9627945,0.0002775023,0.00028036613,0.00008617264,0.00004811012,0.0002685724,0.0018806704,0.0006461437,0.00062756764,0.028938642],"study_design_scores_gemma":[0.008599774,0.019026503,0.9471142,0.0004400791,0.0005095387,0.000019778441,0.0008357649,0.014838621,0.0005746702,0.00027138737,0.0074351686,0.00033448933],"about_ca_topic_score_codex":0.00010397252,"about_ca_topic_score_gemma":0.000013788063,"teacher_disagreement_score":0.028604154,"about_ca_system_score_codex":0.000048299822,"about_ca_system_score_gemma":0.00012868851,"threshold_uncertainty_score":0.9990857},"labels":[],"label_agreement":null},{"id":"W4312957964","doi":"10.22374/cjgim.v17isp1.601","title":"Perioperative Management of Patients with Obstructive Sleep Apnea","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Perioperative; Gynecology; Surgery; Anesthesia","score_opus":0.013185734006498915,"score_gpt":0.26411266012842305,"score_spread":0.25092692612192413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312957964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98817766,0.0005118854,0.0004676794,0.0012294765,0.0008032273,0.00036435178,0.000058045807,0.000003060999,0.008384588],"genre_scores_gemma":[0.9963443,0.000005498898,0.0015588084,0.00030106388,0.00029613695,0.000011089762,0.000019325233,0.00003166486,0.0014321121],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977605,0.00011914473,0.0005785784,0.00019627601,0.0009824248,0.0003630975],"domain_scores_gemma":[0.99763775,0.000030612453,0.0003605632,0.00021531584,0.0009502676,0.00080548227],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031649834,0.0001888921,0.0005231444,0.00067562796,0.00015242066,0.000009470335,0.00034553534,0.000029691926,0.0030751051],"category_scores_gemma":[0.00006361383,0.00013387577,0.000100695885,0.0004191461,0.00046347032,0.0001053821,0.00006600033,0.00064887817,0.000002617101],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061063697,0.00034000247,0.87970126,0.00030108236,0.004367083,0.008273219,0.007830682,0.0009033499,0.00262809,0.004447369,0.0031501593,0.081951335],"study_design_scores_gemma":[0.015534744,0.013199276,0.94021606,0.00043515654,0.0006217901,0.0013726009,0.010559549,0.00054449704,0.0018623436,0.00014703306,0.015185654,0.00032132023],"about_ca_topic_score_codex":0.0024358605,"about_ca_topic_score_gemma":0.0004774038,"teacher_disagreement_score":0.081630014,"about_ca_system_score_codex":0.00077653886,"about_ca_system_score_gemma":0.0002498729,"threshold_uncertainty_score":0.99783623},"labels":[],"label_agreement":null},{"id":"W4313424259","doi":"10.1093/sleep/zsac321","title":"Contribution of obstructive sleep apnea to disrupted sleep in a large clinical cohort of patients with suspected obstructive sleep apnea","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; McGill University Health Centre; Université Laval; University of Saskatchewan; University of British Columbia; University of Manitoba; Foothills Medical Centre; University of Calgary; Misericordia Community Hospital; Research Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Cohort; Apnea; Sleep apnea; Cohort study; Internal medicine; Cardiology; Anesthesia","score_opus":0.01426776133249872,"score_gpt":0.3136311941920749,"score_spread":0.2993634328595762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313424259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901351,0.00006486946,0.002282336,0.00029164506,0.0009217425,0.004597598,0.0007792021,0.00021858778,0.0007089222],"genre_scores_gemma":[0.9970061,0.0000070747788,0.0010016352,0.00007795525,0.00020812318,0.00027470523,0.0012290637,0.000145858,0.00004944814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9919568,0.0006548321,0.0021262257,0.001477081,0.0021670086,0.001618073],"domain_scores_gemma":[0.99320084,0.00078178744,0.00078673504,0.0013158902,0.00316918,0.0007455982],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014487227,0.00071027764,0.0021035227,0.0014299765,0.00015811178,0.00003244467,0.0005851562,0.00054369576,0.000340006],"category_scores_gemma":[0.0038362814,0.0006312154,0.00042812413,0.004971412,0.000797508,0.00036483505,0.00057661545,0.0012075682,0.00016976104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006851701,0.001563998,0.9708431,0.00015767872,0.0011983707,0.00014543264,0.001101157,0.00019148002,0.0012876815,0.0012579232,0.000035185632,0.01536631],"study_design_scores_gemma":[0.015408658,0.0020753464,0.9656105,0.00011576664,0.00042716754,0.000010707154,0.0013254028,0.009696018,0.004301192,0.00032725823,0.00014352087,0.0005584444],"about_ca_topic_score_codex":0.00017279595,"about_ca_topic_score_gemma":0.0001950237,"teacher_disagreement_score":0.014807866,"about_ca_system_score_codex":0.00068667385,"about_ca_system_score_gemma":0.00009792006,"threshold_uncertainty_score":0.99961394},"labels":[],"label_agreement":null},{"id":"W4313487388","doi":"10.3389/fnagi.2022.1017521","title":"Exploring the combined effects of sleep apnea and APOE-e4 on biomarkers of Alzheimer’s disease","year":2023,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; University of Miami; BrightFocus Foundation","keywords":"Montreal Cognitive Assessment; Biomarker; Internal medicine; Apolipoprotein E; Dementia; Medicine; Oncology; Obstructive sleep apnea; Sleep apnea; Alzheimer's disease; Neuropsychology; Cerebrospinal fluid; Disease; Endocrinology; Cognition; Psychiatry; Biology","score_opus":0.05350423013291227,"score_gpt":0.2988007981000397,"score_spread":0.2452965679671274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313487388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964534,0.00020519648,0.000459685,0.0008550234,0.0013705246,0.00053660816,0.0000042199235,0.000037692957,0.00007764243],"genre_scores_gemma":[0.9995237,0.00006808418,0.00021344838,0.00010475565,0.000014840753,0.000041049392,0.0000011714559,0.000016019867,0.000016920543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984387,0.00012022708,0.00020418974,0.00035776032,0.0005522686,0.00032686008],"domain_scores_gemma":[0.99912864,0.00023580347,0.00007371295,0.00037582338,0.000036469042,0.00014953045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042715904,0.00011760793,0.00023618726,0.0005053435,0.0000834775,0.000013378403,0.00023745709,0.000015465263,6.32621e-7],"category_scores_gemma":[0.001067345,0.00008848745,0.000050860763,0.00145429,0.00078200543,0.0001379616,0.00016919163,0.00018018784,0.0000011880785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007475948,0.00026438633,0.7499935,0.0007510779,0.00006643755,0.00036012952,0.001294141,0.00024591156,0.16982543,0.00032923743,0.00049200834,0.07563012],"study_design_scores_gemma":[0.0010392388,0.00024984594,0.9058813,0.00014354136,0.000047920534,0.0000020342259,0.0002297537,0.0393113,0.052861646,0.00010719721,0.00004180139,0.00008443374],"about_ca_topic_score_codex":0.000012923155,"about_ca_topic_score_gemma":2.1588485e-7,"teacher_disagreement_score":0.15588777,"about_ca_system_score_codex":0.000025763944,"about_ca_system_score_gemma":0.00002364222,"threshold_uncertainty_score":0.36084136},"labels":[],"label_agreement":null},{"id":"W4313550101","doi":"10.1136/bmjmed-2022-000218","title":"Role of precision medicine in obstructive sleep apnoea","year":2023,"lang":"en","type":"review","venue":"BMJ Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Polysomnogram; Medicine; Disease; Sleep (system call); Obstructive sleep apnea; Precision medicine; Intensive care medicine; Quality of life (healthcare); Physical therapy; Internal medicine; Polysomnography; Pathology; Apnea","score_opus":0.0916572490704444,"score_gpt":0.44326733722788464,"score_spread":0.3516100881574402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313550101","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014024849,0.9793639,0.000026122401,0.00059741025,0.00081868557,0.0062234164,0.00004957091,0.00012706331,0.012653577],"genre_scores_gemma":[0.00026649932,0.99493706,0.0002593488,0.000044057913,0.0021673373,0.00055368285,0.0004305698,0.000263232,0.0010781887],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916528,0.00059756706,0.003076261,0.0012063063,0.002570911,0.0008961662],"domain_scores_gemma":[0.9936601,0.0024722933,0.0011255046,0.0016149662,0.00059295393,0.0005342031],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028087867,0.00092729164,0.007015445,0.0031148666,0.000053509626,0.000004698726,0.0007224365,0.0008089695,0.0012759346],"category_scores_gemma":[0.0084992675,0.00060127815,0.00047335535,0.003923204,0.0013241098,0.00009481713,0.00042237615,0.0018319947,0.00031882667],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020081691,0.00011005326,0.00024501258,0.027433565,0.0005325382,0.00040452988,0.0006429142,5.404787e-7,0.00010717893,0.00046840892,0.00083881535,0.9690156],"study_design_scores_gemma":[0.007374939,0.0025485135,0.004154841,0.1985477,0.0037422169,0.0009189561,0.0025940307,0.00020105987,0.00003554912,0.001950697,0.7771002,0.00083131314],"about_ca_topic_score_codex":0.00053776754,"about_ca_topic_score_gemma":0.000060870952,"teacher_disagreement_score":0.9681843,"about_ca_system_score_codex":0.0006915334,"about_ca_system_score_gemma":0.0003462732,"threshold_uncertainty_score":0.99985254},"labels":[],"label_agreement":null},{"id":"W4313855472","doi":"10.18433/jpps33252","title":"Evaluating the Effects of Agomelatine on Polysomnography Parameters in Patients with Obstructive Sleep Apnea.","year":2023,"lang":"en","type":"article","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Agomelatine; Polysomnography; Medicine; Obstructive sleep apnea; Sleep disorder; Interquartile range; Sleep apnea; Sleep (system call); Melatonin; Internal medicine; Anesthesia; Apnea; Insomnia; Psychiatry; Antidepressant","score_opus":0.08079660425894797,"score_gpt":0.44205915761753056,"score_spread":0.3612625533585826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313855472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99727285,0.0002265414,0.000027081125,0.0011691132,0.0004060988,0.0006807692,0.0000037177647,0.000013813444,0.00020002195],"genre_scores_gemma":[0.9988225,0.00003736949,0.0007688805,0.00025473663,0.00008384438,0.000010818883,9.593477e-7,0.000015047531,0.000005809203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99579626,0.0004272432,0.0006139004,0.0002770306,0.0023383196,0.00054727134],"domain_scores_gemma":[0.996801,0.0020152514,0.0003837344,0.0001474519,0.00036417673,0.00028837303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021402224,0.00019807051,0.00041770312,0.00081013405,0.00015982075,0.000034462442,0.00044084762,0.00003132309,0.000056500998],"category_scores_gemma":[0.0011251683,0.00010542787,0.00017872476,0.0030029558,0.0011032372,0.0003005081,0.000096670345,0.00081288186,0.000010676441],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034202146,0.0005247512,0.760831,0.00015643574,0.00026962426,0.00007994972,0.0005822661,0.0008695182,0.034705177,0.00007587561,0.00001597606,0.19846922],"study_design_scores_gemma":[0.017270679,0.0075779697,0.81054604,0.0003166145,0.00041217817,0.00003625094,0.00052229007,0.03574144,0.12696895,0.00022043189,0.00015331668,0.0002338296],"about_ca_topic_score_codex":0.000012185574,"about_ca_topic_score_gemma":5.834103e-7,"teacher_disagreement_score":0.1982354,"about_ca_system_score_codex":0.00009896067,"about_ca_system_score_gemma":0.00009803362,"threshold_uncertainty_score":0.42992237},"labels":[],"label_agreement":null},{"id":"W4313857366","doi":"10.1093/sleep/zsac158","title":"Con: can physiological risk factors for obstructive sleep apnea be determined by analysis of data obtained from routine polysomnography?","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Arousal; Polysomnography; Obstructive sleep apnea; Apnea; Medicine; Psychology; Cardiology; Audiology; Anesthesia; Neuroscience","score_opus":0.05976736683466481,"score_gpt":0.3364512248530955,"score_spread":0.27668385801843065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313857366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97425663,0.00012088209,0.00179448,0.00037928156,0.00018673085,0.0009904011,0.022024568,0.00018638946,0.000060602328],"genre_scores_gemma":[0.9781016,0.000024174029,0.0013582049,0.00007421794,0.00014922128,0.000061679275,0.020119889,0.000056300145,0.000054700064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962929,0.00023727847,0.000696655,0.0011948452,0.00077647873,0.0008018437],"domain_scores_gemma":[0.9960739,0.001061312,0.00039554242,0.0017241606,0.00037032878,0.00037473263],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043079784,0.00042151104,0.0012971046,0.00085498946,0.0001909489,0.000030081319,0.000826448,0.00025481617,0.0003455183],"category_scores_gemma":[0.0014474129,0.00033834946,0.00054696173,0.0033233394,0.00049842417,0.00018516653,0.0005492287,0.00039758428,0.000009231989],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014804204,0.00045043306,0.86031866,0.000077430996,0.014915999,0.00003507148,0.0013214668,0.00011683983,0.09330738,0.000073331044,0.00089197664,0.027010975],"study_design_scores_gemma":[0.0040330305,0.0006607666,0.83404076,0.000010866122,0.006043171,9.971932e-7,0.0029203286,0.13466528,0.016655598,0.0002791932,0.0002560107,0.00043398145],"about_ca_topic_score_codex":0.0016428122,"about_ca_topic_score_gemma":0.00021202341,"teacher_disagreement_score":0.13454844,"about_ca_system_score_codex":0.000107976666,"about_ca_system_score_gemma":0.00003158337,"threshold_uncertainty_score":0.99990684},"labels":[],"label_agreement":null},{"id":"W4315643102","doi":"10.15331/jdsm.7274","title":"Could CPAP be Good for Sleep and Bad for the Heart?","year":2023,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Sleep (system call); Medicine; Cardiology; Anesthesia; Psychology; Computer science","score_opus":0.042290699072240576,"score_gpt":0.36577582399406156,"score_spread":0.32348512492182097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315643102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88397795,0.0035861756,0.0036958773,0.10326674,0.0022119356,0.0025186318,0.000044848137,0.000049200884,0.0006486674],"genre_scores_gemma":[0.99342597,0.00020519292,0.0014154965,0.0018944184,0.0022963586,0.00005883715,0.000020762414,0.00005838714,0.00062459],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99779665,0.000044359593,0.00059026596,0.00020576142,0.0009233957,0.00043954852],"domain_scores_gemma":[0.9973562,0.0014330132,0.00023582698,0.0002272028,0.00038517042,0.0003626106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016865361,0.00018898924,0.0005709274,0.00026945389,0.00020695732,0.000020264253,0.00020724467,0.0001051743,0.0001689747],"category_scores_gemma":[0.0014679929,0.000108323686,0.00021827791,0.00042591812,0.00037681565,0.00012447948,0.00009485121,0.00042477166,0.000009084282],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012965887,0.0008730135,0.27736548,0.0013831084,0.004250793,0.00096689025,0.003268378,0.000073780284,0.13660584,0.0022622,0.21548949,0.34449515],"study_design_scores_gemma":[0.06511999,0.022259627,0.46002468,0.00082461984,0.0036943075,0.009954126,0.015251845,0.032809556,0.010248569,0.0021889652,0.37695765,0.0006660585],"about_ca_topic_score_codex":0.00001557053,"about_ca_topic_score_gemma":0.00002025684,"teacher_disagreement_score":0.34382907,"about_ca_system_score_codex":0.00013056562,"about_ca_system_score_gemma":0.000030759635,"threshold_uncertainty_score":0.44173115},"labels":[],"label_agreement":null},{"id":"W4315643104","doi":"10.15331/jdsm.7280","title":"Combined Oral Appliance Therapy and Adjunctive Minimally Invasive Er:YAG Laser Therapy for Complete Resolution of Severe Obstructive Sleep Apnea: A Clinical Case Report","year":2023,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Medicine; Laser therapy; Oral appliance; Sleep apnea; Adjunctive treatment; Laser; Anesthesia; Internal medicine; Optics","score_opus":0.07921411599940976,"score_gpt":0.36991676444825694,"score_spread":0.2907026484488472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315643104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940087,0.000960233,0.00035297772,0.0017106914,0.0008649122,0.0018051132,0.00006287809,0.000030649247,0.00020384957],"genre_scores_gemma":[0.99540085,0.000570221,0.0025474147,0.0003571821,0.00081730477,0.000050272996,0.00008441341,0.00006880302,0.00010353104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99559027,0.00031154044,0.0018512938,0.0005290348,0.0012018421,0.00051604776],"domain_scores_gemma":[0.9947461,0.0014985694,0.0014587853,0.00040957716,0.0013689504,0.0005180388],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024158186,0.00038313473,0.0015209609,0.00046203964,0.00016303304,0.000014514905,0.00023719107,0.00024407612,0.00011972265],"category_scores_gemma":[0.001963749,0.00027696465,0.00038288126,0.00083595846,0.0011847266,0.00026380518,0.00013726509,0.00078725803,0.00000605488],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08145159,0.002014237,0.60726464,0.0004649318,0.005435123,0.086261906,0.0030990115,0.00007180322,0.03740338,0.0001359321,0.0054785246,0.17091891],"study_design_scores_gemma":[0.07566677,0.027249685,0.7903117,0.000519471,0.0006645739,0.08591278,0.009195858,0.003095797,0.0044843005,0.0010819447,0.001294229,0.0005228757],"about_ca_topic_score_codex":0.000077462195,"about_ca_topic_score_gemma":0.000053681775,"teacher_disagreement_score":0.18304707,"about_ca_system_score_codex":0.00022686883,"about_ca_system_score_gemma":0.00012406368,"threshold_uncertainty_score":0.99996823},"labels":[],"label_agreement":null},{"id":"W4316014143","doi":"10.21203/rs.3.rs-2449139/v1","title":"Reliability and accuracy of a semi-automatic segmentation protocol of the nasal cavity using cone beam computed tomography in patients with sleep apnea","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; McGill University","funders":"Chinese Stomatological Association; Natural Science Foundation of Shandong Province; Canadian Institutes of Health Research; China Postdoctoral Science Foundation","keywords":"Nasal cavity; Cone beam computed tomography; Sleep apnea; Reliability (semiconductor); Computed tomography; Medicine; Protocol (science); Segmentation; Radiology; Computer science; Anatomy; Artificial intelligence; Anesthesia; Physics; Pathology","score_opus":0.047494821161142564,"score_gpt":0.3903149835663815,"score_spread":0.34282016240523894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316014143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87461096,0.000010597084,0.00017957608,0.00007997803,0.000039633407,0.124839656,0.00018849137,0.000034483288,0.000016641976],"genre_scores_gemma":[0.9815922,9.567689e-7,0.0014627749,0.0000034351294,0.000025993835,0.016758848,0.00009912134,0.000052934036,0.0000037665916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939106,0.0012403055,0.00079013157,0.0007157677,0.0027839658,0.00055920397],"domain_scores_gemma":[0.99481004,0.0010473304,0.00043186182,0.0011387182,0.0023952562,0.00017679104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024741613,0.0002815893,0.0007587375,0.00094907405,0.00012359628,0.000040932726,0.00038682047,0.00027441396,0.000025916936],"category_scores_gemma":[0.002069004,0.00019475295,0.00014281119,0.002082418,0.0010794767,0.000119698,0.0016702171,0.0017428903,0.0000012769548],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012787477,0.0009757924,0.9732611,0.016116308,0.00017519726,0.000008216967,0.0008424837,0.00071350724,0.002479522,0.0000062372583,0.000008067265,0.0041347835],"study_design_scores_gemma":[0.004824771,0.0007796072,0.94673306,0.0026715172,0.000041113544,0.000001526109,0.00047969018,0.03729045,0.006814607,0.00021846467,0.0000013386908,0.00014385648],"about_ca_topic_score_codex":0.0014069155,"about_ca_topic_score_gemma":0.00008158271,"teacher_disagreement_score":0.10808081,"about_ca_system_score_codex":0.0004963591,"about_ca_system_score_gemma":0.00042475032,"threshold_uncertainty_score":0.7941795},"labels":[],"label_agreement":null},{"id":"W4317359081","doi":"10.1177/00084174221142177","title":"A Clinically Significant Difference on the COPM: A Review","year":2023,"lang":"en","type":"review","venue":"Canadian Journal of Occupational Therapy","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Occupational therapy; Physical medicine and rehabilitation; Physical therapy; Psychology","score_opus":0.5205149446743303,"score_gpt":0.5217317358979722,"score_spread":0.0012167912236418221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317359081","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006269817,0.995591,0.000023920564,0.001958601,0.00038464088,0.001440742,0.00017574291,0.0000072648354,0.00035542104],"genre_scores_gemma":[0.000076133285,0.9964026,0.000072367926,0.0021852104,0.0006232734,0.00006474277,0.000051275794,0.00007041924,0.00045393448],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99641544,0.0005896358,0.0014281406,0.00025953472,0.0009159923,0.0003912753],"domain_scores_gemma":[0.9947351,0.0021156012,0.0009594625,0.00049329974,0.0008385286,0.000857998],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020002916,0.00033894434,0.0017171556,0.0005382767,0.00014569044,0.000053136275,0.00068352267,0.00019225436,0.0013418123],"category_scores_gemma":[0.0026071349,0.00017866315,0.00097496103,0.0007921422,0.00026146974,0.00003060003,0.00001411952,0.0014503825,0.00032501548],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001455395,0.000045839854,0.00028213055,0.005166402,0.00094647036,0.00052558887,0.000026641705,2.2491761e-7,3.74618e-7,0.0007586457,0.010078697,0.9820234],"study_design_scores_gemma":[0.00041854492,0.00070724473,0.0023368231,0.05687954,0.00032400084,0.00024630234,0.000008990189,0.0000024315327,2.4998585e-7,0.00012789405,0.9387685,0.00017949825],"about_ca_topic_score_codex":0.00014693696,"about_ca_topic_score_gemma":0.000111712485,"teacher_disagreement_score":0.98184395,"about_ca_system_score_codex":0.0005265613,"about_ca_system_score_gemma":0.008846898,"threshold_uncertainty_score":0.9995711},"labels":[],"label_agreement":null},{"id":"W4317672439","doi":"10.1007/s41105-023-00447-3","title":"Impact of the COVID-19 pandemic on diagnosis of sleep apnea: an observational study of a hybrid virtual care clinical pathway","year":2023,"lang":"en","type":"article","venue":"Sleep and Biological Rhythms","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Pandemic; Polysomnography; Sleep apnea; Retrospective cohort study; Neurology; Coronavirus disease 2019 (COVID-19); Pediatrics; Emergency medicine; Apnea; Internal medicine; Disease; Infectious disease (medical specialty); Psychiatry","score_opus":0.2653055661697049,"score_gpt":0.4417741553536113,"score_spread":0.1764685891839064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317672439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982887,0.00006620982,0.000014471491,0.00016732697,0.00012367633,0.00093630195,0.00033459108,0.000037732323,0.000031028616],"genre_scores_gemma":[0.99949396,0.000060543447,0.000020922107,0.00013539474,0.00011782305,0.00006245656,0.00009071244,0.00001157979,0.0000066104494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974468,0.0005841682,0.00068979844,0.00045063678,0.00054035295,0.0002882591],"domain_scores_gemma":[0.9972203,0.0015470167,0.00024850544,0.00043245652,0.00027071856,0.00028099612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088433176,0.00019151522,0.00064086687,0.00011547135,0.00008572379,0.000005191322,0.00020261593,0.00014481542,0.0000993262],"category_scores_gemma":[0.002984887,0.00009657234,0.0003011864,0.00047595103,0.00063727354,0.000039230905,0.00026368722,0.00036864812,0.000004242766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010935883,0.0012975126,0.9647175,0.000041350024,0.0002646871,0.000034040673,0.00047995587,0.000089376874,0.0012878492,0.00019791462,0.000017071823,0.030479131],"study_design_scores_gemma":[0.003072343,0.015646927,0.9779681,0.000017183986,0.000057141573,0.00002049676,0.0018618635,0.0006236303,0.00044189737,0.00015351099,0.000036904003,0.000099998964],"about_ca_topic_score_codex":0.00012583028,"about_ca_topic_score_gemma":0.000022273349,"teacher_disagreement_score":0.030379133,"about_ca_system_score_codex":0.00008258157,"about_ca_system_score_gemma":0.00008344953,"threshold_uncertainty_score":0.39381057},"labels":[],"label_agreement":null},{"id":"W4318044165","doi":"10.22541/au.167463375.50299313/v1","title":"How do we safely increase day-case tonsillectomy for the treatment of paediatric obstructive sleep apnoea -- a cohort analysis","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tonsillectomy; Pediatrics; Bleed; Adenoidectomy; Cohort; Emergency department; Obstructive sleep apnea; Retrospective cohort study; Anesthesia; Surgery; Internal medicine","score_opus":0.039143050552819414,"score_gpt":0.320909832028878,"score_spread":0.2817667814760586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318044165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92921704,0.01099505,0.027930766,0.007914042,0.0011534794,0.018091135,0.003201581,0.00040863937,0.0010882609],"genre_scores_gemma":[0.98341376,0.0033105242,0.0048097093,0.000022506407,0.0007415689,0.0032534746,0.0005441432,0.00015214535,0.0037521983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995262,0.00036868043,0.00082187256,0.0015307728,0.0011966616,0.0008200057],"domain_scores_gemma":[0.9915423,0.0038403322,0.0005107391,0.002358472,0.001269818,0.00047834433],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008664976,0.0008030641,0.0020838953,0.0019943304,0.00025942092,0.00015839878,0.00046418828,0.000530731,0.00035609992],"category_scores_gemma":[0.0011444488,0.00050138065,0.0021369031,0.0028571242,0.0004410612,0.000076285716,0.00060229504,0.0006369272,0.000022452257],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032591636,0.0020212412,0.5970879,0.0015302824,0.12781282,0.0039948258,0.0036695956,0.0014531572,0.00036173948,0.00076785084,0.0007590378,0.2572824],"study_design_scores_gemma":[0.023357376,0.00564883,0.6094576,0.00022468087,0.1967573,0.0011341625,0.020716714,0.115337454,0.010614425,0.0052680145,0.008404183,0.0030792623],"about_ca_topic_score_codex":0.0030754474,"about_ca_topic_score_gemma":0.00069311046,"teacher_disagreement_score":0.25420314,"about_ca_system_score_codex":0.0011935043,"about_ca_system_score_gemma":0.00031586652,"threshold_uncertainty_score":0.99974376},"labels":[],"label_agreement":null},{"id":"W4318464360","doi":"10.3389/frsle.2023.1087196","title":"The role of neuromuscular function in sleep apnea pathogenesis and management: A consensus of experts","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of British Columbia; McGill University; Christie (Canada); University of Calgary; McGill University Health Centre","funders":"","keywords":"Obstructive sleep apnea; Medicine; Airway; Genioglossus; Physical medicine and rehabilitation; Sleep apnea; Electromyography; Intensive care medicine; Physical therapy; Anesthesia","score_opus":0.00944017571257565,"score_gpt":0.24295486906077132,"score_spread":0.23351469334819566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318464360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99329126,0.0033345907,0.00059141463,0.00025315944,0.00041572226,0.00072243874,0.000008021317,0.000026028985,0.0013573513],"genre_scores_gemma":[0.9984766,0.00037620767,0.00093036867,0.000019814095,0.000023379625,0.0000714313,0.000008162285,0.000025816802,0.000068184876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847245,0.00015559063,0.0003665819,0.00028595564,0.000402078,0.00031732855],"domain_scores_gemma":[0.9993042,0.00009970102,0.00008512828,0.00037824363,0.000067543246,0.00006523064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005237913,0.00012500778,0.00031422157,0.0005282993,0.000044788627,0.0000074660898,0.00011518524,0.000076932105,0.000007494869],"category_scores_gemma":[0.00014700557,0.000102257625,0.000068285015,0.00092638715,0.000321875,0.000033397202,0.00013187269,0.0001261506,0.0000027421822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008503574,0.00010830188,0.57699907,0.00022779625,0.00021199716,0.00016880875,0.0006705093,0.000095140545,0.012414162,0.00033761156,0.00031068554,0.40760553],"study_design_scores_gemma":[0.0040234616,0.0003313235,0.9115459,0.000081289894,0.00013544777,0.000015043483,0.015330035,0.056097604,0.005884466,0.0018705946,0.0044930927,0.00019175248],"about_ca_topic_score_codex":0.00003955821,"about_ca_topic_score_gemma":0.000017156028,"teacher_disagreement_score":0.40741378,"about_ca_system_score_codex":0.000054989152,"about_ca_system_score_gemma":0.000007810559,"threshold_uncertainty_score":0.4169945},"labels":[],"label_agreement":null},{"id":"W4318479550","doi":"10.3390/children10020244","title":"Effects of Rapid Palatal Expansion on the Upper Airway Space in Children with Obstructive Sleep Apnea (OSA): A Case-Control Study","year":2023,"lang":"en","type":"article","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ospedale Pediatrico Bambino Gesù","keywords":"Medicine; Obstructive sleep apnea; Dentistry; Sleep apnea; Sagittal plane; Airway; Cardiorespiratory fitness; Orthodontics; Pediatrics; Anesthesia; Physical therapy","score_opus":0.007398804719432375,"score_gpt":0.248935431791591,"score_spread":0.24153662707215862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318479550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99271536,0.000118102995,0.00003060217,0.00049568154,0.00007728457,0.00618864,0.00007652748,0.0001032342,0.00019458408],"genre_scores_gemma":[0.9993177,0.0000061607825,0.000042614178,0.000070417445,0.00016539624,0.00023826426,0.000031705666,0.00008056603,0.00004718068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99704534,0.00045460928,0.0003366291,0.000678549,0.0008582463,0.0006266527],"domain_scores_gemma":[0.99798465,0.0007779005,0.00013428171,0.0007987087,0.00012469986,0.00017976327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056209153,0.00037358326,0.0006153739,0.00051950436,0.00016296074,0.000025093608,0.00027285202,0.00012487202,0.00009577445],"category_scores_gemma":[0.0004527462,0.00022774686,0.0001389157,0.0012494884,0.00029106127,0.000111701374,0.00015559388,0.00075385434,0.00010316125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010014216,0.0006865357,0.9739594,0.000031645817,0.0010361812,0.00065272336,0.002164178,0.000059242535,0.0016142202,0.000089981506,0.00004425178,0.018660223],"study_design_scores_gemma":[0.010659577,0.0024651494,0.9734611,0.00008347503,0.0002522393,0.00069318985,0.0012513816,0.00032137698,0.010569914,0.000021319403,9.126925e-7,0.0002203914],"about_ca_topic_score_codex":0.00029136348,"about_ca_topic_score_gemma":0.000041713763,"teacher_disagreement_score":0.018439831,"about_ca_system_score_codex":0.00012190397,"about_ca_system_score_gemma":0.00004406355,"threshold_uncertainty_score":0.92872477},"labels":[],"label_agreement":null},{"id":"W4318499699","doi":"10.1136/thorax-2022-219574","title":"Association of clinically significant obstructive sleep apnoea with risks of contracting COVID-19 and serious COVID-19 complications: a retrospective population-based study of health administrative data","year":2023,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Health Sciences Centre; University Health Network; University of Toronto; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Calgary; Ottawa Hospital; Libin Cardiovascular Institute of Alberta; University of Ottawa","funders":"Physicians' Services Incorporated Foundation","keywords":"Medicine; Retrospective cohort study; Hazard ratio; Population; Internal medicine; Intensive care unit; Continuous positive airway pressure; Positive airway pressure; Cohort study; Emergency medicine; Pediatrics; Confidence interval; Obstructive sleep apnea","score_opus":0.23741534335875392,"score_gpt":0.4973743181342406,"score_spread":0.2599589747754867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318499699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878382,0.0000378139,0.0034253553,0.0034537076,0.000040993986,0.0035692712,0.0014697982,0.00007970062,0.000085157764],"genre_scores_gemma":[0.9970182,0.000011712543,0.0019948094,0.00017403335,0.000027454294,0.00008249034,0.0006449176,0.00003188343,0.000014456361],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99546057,0.0010273888,0.0013792877,0.00071361184,0.0010878304,0.00033128296],"domain_scores_gemma":[0.99145114,0.0039026632,0.002399224,0.0009401139,0.00090052915,0.00040632734],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0039546094,0.0002166457,0.0010337261,0.00033451727,0.00022077335,0.000015572345,0.0002895316,0.00012385678,0.000019950236],"category_scores_gemma":[0.014728231,0.00019410794,0.000055230972,0.0012000067,0.0002628357,0.00014152225,0.0001492196,0.0004206877,0.0000026617272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019119577,0.0008726845,0.9899186,0.00050314964,0.0006936219,0.00001337807,0.0030229369,0.00036411185,0.00070353545,0.00022915921,0.00003177215,0.0017351178],"study_design_scores_gemma":[0.0055112545,0.0036422731,0.96916336,0.00006328032,0.00025540165,0.000004977238,0.016800601,0.003898792,0.00013176819,0.0003743274,0.000011618462,0.00014232419],"about_ca_topic_score_codex":0.007052405,"about_ca_topic_score_gemma":0.0010561687,"teacher_disagreement_score":0.020755192,"about_ca_system_score_codex":0.0010319216,"about_ca_system_score_gemma":0.0012614583,"threshold_uncertainty_score":0.9995597},"labels":[],"label_agreement":null},{"id":"W4318764284","doi":"10.21203/rs.3.rs-2274030/v1","title":"Efficacy and safety of fire needle therapy for obstructive sleep apnea-hypopnea syndrome: study protocol for a single arm clinical trial","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hypopnea; Clinical trial; Obstructive sleep apnea; Apnea–hypopnea index; Vital signs; Apnea; Randomized controlled trial; Physical therapy; Polysomnography; Internal medicine; Anesthesia","score_opus":0.27827115770844596,"score_gpt":0.5238930333972249,"score_spread":0.24562187568877897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318764284","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41132584,0.00006530885,0.00032236925,0.0005038975,0.00037969064,0.5865784,0.0005711661,0.00012695702,0.00012633999],"genre_scores_gemma":[0.42547017,0.000018150076,0.0014380802,0.0000079306565,0.0009010396,0.571437,0.00019355038,0.00024168675,0.00029237886],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.989741,0.001748021,0.002055174,0.0021765328,0.0027522207,0.0015270266],"domain_scores_gemma":[0.98355174,0.009791126,0.0005493421,0.0018887543,0.0035227933,0.00069627],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009339772,0.0006883494,0.0023368504,0.00093417504,0.00048499156,0.00017992075,0.000880293,0.0009624026,0.000109154396],"category_scores_gemma":[0.012184041,0.0005751051,0.0008863357,0.0010010285,0.0012043421,0.000113463575,0.0019051055,0.002965037,0.000016528245],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7419924,0.027502423,0.011679288,0.009608665,0.0035999431,0.0002017319,0.0022119568,0.000034158074,0.00041744395,0.00014222486,0.00057882594,0.20203091],"study_design_scores_gemma":[0.6410629,0.20876917,0.123204075,0.0020909612,0.00035781314,0.00006306174,0.008882482,0.00526934,0.0011882155,0.0038930217,0.004083408,0.0011355664],"about_ca_topic_score_codex":0.00014199466,"about_ca_topic_score_gemma":0.000019986583,"teacher_disagreement_score":0.20089534,"about_ca_system_score_codex":0.00059465534,"about_ca_system_score_gemma":0.0007967461,"threshold_uncertainty_score":0.99967},"labels":[],"label_agreement":null},{"id":"W4318921419","doi":"10.1164/rccm.202301-0060up","title":"Selected Bibliography of Recent Research in Sleep (2020–2021)","year":2023,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"ZOLL Medical Corporation; National Institutes of Health; ResMed; ResMed Foundation; American Heart Association","keywords":"Medicine; Bibliography; Sleep (system call); MEDLINE; Library science","score_opus":0.05770918634474874,"score_gpt":0.41120036016351275,"score_spread":0.353491173818764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318921419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849368,0.0063451217,0.00003057008,0.007158997,0.00016743618,0.00020548918,0.0000066661087,0.0000127176,0.0011362561],"genre_scores_gemma":[0.99430984,0.0047539226,0.00017799284,0.0002793713,0.0004420557,0.000007338022,0.000003196802,0.000024322542,0.0000019512256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959952,0.0007803723,0.0007759847,0.00027728002,0.0016051772,0.00056594785],"domain_scores_gemma":[0.99373347,0.0015837847,0.00012985866,0.00026047096,0.003710612,0.00058180187],"candidate_categories":["bibliometrics","sts"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.002790319,0.00015430679,0.00079778366,0.012858308,0.000073888674,0.000010338879,0.00018747868,0.00007337239,0.00030532162],"category_scores_gemma":[0.003977207,0.00011514967,0.00008744572,0.038703777,0.0032701346,0.000099100725,0.000089197536,0.0011874445,0.0000059250424],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022277003,0.00020566878,0.5008558,0.00060534495,0.00013772634,0.002958715,0.0013530877,0.0000021391022,0.034139257,0.0003518725,0.003552514,0.4536102],"study_design_scores_gemma":[0.0062388494,0.03775308,0.8667173,0.0012668,0.00021755131,0.00045570542,0.05968537,0.000060397208,0.0063442667,0.00067843974,0.02030211,0.00028017006],"about_ca_topic_score_codex":0.000053028565,"about_ca_topic_score_gemma":0.000008321144,"teacher_disagreement_score":0.45333004,"about_ca_system_score_codex":0.000057242265,"about_ca_system_score_gemma":0.00014864761,"threshold_uncertainty_score":0.9994424},"labels":[],"label_agreement":null},{"id":"W4319333253","doi":"10.1186/s40463-023-00621-0","title":"The role of artificial intelligence in the treatment of obstructive sleep apnea","year":2023,"lang":"en","type":"review","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Obstructive sleep apnea; Sleep (system call); Apnea; Sleep apnea; Medicine; Intensive care medicine; Computer science; Cardiology; Internal medicine","score_opus":0.06668460045215986,"score_gpt":0.3596153512000114,"score_spread":0.2929307507478516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319333253","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22535974,0.7734961,0.0000074415802,0.00011335508,0.00035105628,0.00058828905,0.000015784388,0.000003061902,0.0000651912],"genre_scores_gemma":[0.015222702,0.9843159,0.000055278662,0.000008169654,0.00030840837,0.000036485857,0.000007882444,0.000034331213,0.000010888944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961749,0.00081954885,0.0018935237,0.00023271937,0.0004921593,0.00038719407],"domain_scores_gemma":[0.9915997,0.0063430546,0.0012820718,0.0003796614,0.0002865978,0.0001089312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016517689,0.00030907473,0.002692641,0.0007194078,0.0000905739,0.000014632469,0.00027784123,0.000311387,0.000018374569],"category_scores_gemma":[0.0007189182,0.00015050638,0.00089361984,0.00077363726,0.0006435958,0.00006584946,0.000053077205,0.00074361876,0.0000070900032],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040257061,0.00042165542,0.008465328,0.0018768142,0.00086509256,0.0005765159,0.00050561514,4.234763e-7,0.000014188722,0.00039682962,0.0000072259218,0.9864677],"study_design_scores_gemma":[0.002040047,0.013294968,0.25748494,0.030232234,0.00805135,0.023037339,0.007240567,0.0005207102,0.0011968022,0.012849316,0.64266896,0.0013827481],"about_ca_topic_score_codex":0.000039953604,"about_ca_topic_score_gemma":0.000032663225,"teacher_disagreement_score":0.985085,"about_ca_system_score_codex":0.00013264535,"about_ca_system_score_gemma":0.00031700177,"threshold_uncertainty_score":0.61374724},"labels":[],"label_agreement":null},{"id":"W4319336439","doi":"10.1016/j.sleep.2023.02.005","title":"A QTc risk score in patients with obstructive sleep apnea","year":2023,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"H2020 European Research Council; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Agency for Healthcare Research and Quality; National Institutes of Health; Brin Wojcicki Foundation; American Academy of Sleep Medicine Foundation; Patient-Centered Outcomes Research Institute; Flinn Foundation; National Heart, Lung, and Blood Institute; U.S. Department of Defense","keywords":"Medicine; QT interval; Polysomnography; Obstructive sleep apnea; Internal medicine; Risk factor; Body mass index; Cardiology; Medical record; Long QT syndrome; Anesthesia; Apnea","score_opus":0.01633914648959775,"score_gpt":0.27822913781452324,"score_spread":0.2618899913249255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319336439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919785,0.00013730624,0.00017745631,0.0013010503,0.00046678787,0.0015484956,0.000041255455,0.00024445963,0.004104664],"genre_scores_gemma":[0.99829787,0.000022848033,0.0003249452,0.00020979428,0.00039140478,0.000110497625,0.0002789437,0.00009802503,0.00026566934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99589634,0.00016659863,0.0005503479,0.00079234055,0.0016335142,0.0009608545],"domain_scores_gemma":[0.9977689,0.00028446884,0.00018945779,0.0007920238,0.00048490026,0.00048025738],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006501674,0.00040115957,0.00078316155,0.0011330503,0.00013375892,0.000012465578,0.00027345397,0.00016905434,0.0006066639],"category_scores_gemma":[0.0012457138,0.00027958877,0.00008183909,0.0029293436,0.0006824632,0.000180733,0.00017025064,0.00095571455,0.0004307482],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014019494,0.00021009018,0.9173824,0.00010308707,0.00022149236,0.0002749348,0.0011368012,0.0000341222,0.0001533661,0.00013067029,0.0003132464,0.0786378],"study_design_scores_gemma":[0.015477431,0.0018753813,0.97819316,0.00022199017,0.00018725425,0.000014228961,0.001184852,0.0015811343,0.00020254792,0.00032429383,0.000470457,0.00026725323],"about_ca_topic_score_codex":0.0002549486,"about_ca_topic_score_gemma":0.00008043356,"teacher_disagreement_score":0.07837055,"about_ca_system_score_codex":0.00033931524,"about_ca_system_score_gemma":0.000042145657,"threshold_uncertainty_score":0.9999656},"labels":[],"label_agreement":null},{"id":"W4319337630","doi":"10.1016/j.smrv.2023.101763","title":"Obstructive sleep apnea is associated with markers of cerebral small vessel disease in a dose-response manner: A systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Hyperintensity; Medicine; Obstructive sleep apnea; Sleep apnea; Cardiology; Stroke (engine); Odds ratio; Internal medicine; Apnea; Polysomnography; Magnetic resonance imaging; Radiology","score_opus":0.10905065153808415,"score_gpt":0.3727703361097383,"score_spread":0.2637196845716542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319337630","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000039576662,0.9756055,0.00003628547,0.0011817681,0.00006527014,0.022403518,0.0004986653,0.0000812133,0.00008819307],"genre_scores_gemma":[0.000049767546,0.992125,0.00016754435,0.0005595287,0.000059334685,0.005121852,0.000563258,0.00026824206,0.0010854949],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9813193,0.007919287,0.0057357843,0.002000939,0.001905377,0.0011193183],"domain_scores_gemma":[0.9877519,0.0032835542,0.0042199455,0.0028720992,0.0007259718,0.0011465052],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.011171722,0.0018963519,0.03676046,0.00246152,0.000098102355,0.000030173154,0.0008896803,0.0004578899,0.00087825145],"category_scores_gemma":[0.015798055,0.0010447511,0.0048277467,0.009963348,0.00087260845,0.00014694995,0.0003788016,0.0015804939,0.0001015165],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003237361,0.00016550561,0.000084033854,0.8017455,0.18630968,0.0004603512,0.0001606364,3.416503e-7,1.5886823e-7,0.00001716297,0.00016549653,0.010567402],"study_design_scores_gemma":[0.0012024399,0.0004406518,0.0002714163,0.24623266,0.7426057,0.00007041769,0.00008597151,0.00007062154,9.140039e-8,0.000010729818,0.00838725,0.0006220424],"about_ca_topic_score_codex":0.00014549989,"about_ca_topic_score_gemma":0.000092863826,"teacher_disagreement_score":0.55629605,"about_ca_system_score_codex":0.00073954876,"about_ca_system_score_gemma":0.00033141044,"threshold_uncertainty_score":0.999378},"labels":[],"label_agreement":null},{"id":"W4319604193","doi":"10.1016/j.ijom.2022.09.024","title":"Predicting the success of maxillomandibular advancement surgery using mandibular advancement therapy and drug induced sleep endoscopy as diagnostic tools.","year":2023,"lang":"en","type":"article","venue":"International Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Medicine; Endoscopy; Dentistry; Orthodontics; Surgery","score_opus":0.06242651914344472,"score_gpt":0.3414555612918927,"score_spread":0.279029042148448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319604193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993568,0.0022180378,0.00017680369,0.002222894,0.0014481632,0.0002942175,0.000030528063,0.000015722471,0.000025619027],"genre_scores_gemma":[0.98908406,0.0103574395,0.00015710172,0.00015689398,0.00015821667,0.000012063308,0.000022567321,0.000024962479,0.000026701971],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736845,0.000094227886,0.0007926356,0.00022160799,0.0012028415,0.0003202579],"domain_scores_gemma":[0.9977536,0.00085061614,0.0005153963,0.00012856162,0.000582207,0.00016961721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013022763,0.00020446228,0.0005356773,0.00052656553,0.00013382088,0.00008473017,0.00016457184,0.00005827202,0.00010475628],"category_scores_gemma":[0.0014914239,0.00014236926,0.0002042625,0.00031479495,0.00019008448,0.00047769278,0.00016551488,0.00025454053,0.0000027123665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012431113,0.00012746958,0.6408672,0.00005593803,0.00063184963,0.00078214996,0.00028232517,0.000053695716,0.014434357,0.00013291136,0.000022963752,0.34136608],"study_design_scores_gemma":[0.004513239,0.0005717321,0.8882653,0.00091501104,0.00027095163,0.0016106515,0.0015433123,0.0013252794,0.056526292,0.0010449152,0.04287158,0.00054174726],"about_ca_topic_score_codex":0.00024943968,"about_ca_topic_score_gemma":0.0000039451143,"teacher_disagreement_score":0.34082434,"about_ca_system_score_codex":0.0001128619,"about_ca_system_score_gemma":0.00011844886,"threshold_uncertainty_score":0.580565},"labels":[],"label_agreement":null},{"id":"W4319657081","doi":"10.1002/ohn.159","title":"Expert Consensus Statement: Management of Pediatric Persistent Obstructive Sleep Apnea After Adenotonsillectomy","year":2023,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"National Heart, Lung, and Blood Institute; American Academy of Otolaryngology-Head and Neck Surgery","keywords":"Medicine; Tonsillectomy; Delphi method; Obstructive sleep apnea; Otorhinolaryngology; Delphi; Expert opinion; MEDLINE; Family medicine; Intensive care medicine; Surgery","score_opus":0.023036970910991567,"score_gpt":0.2989414692512336,"score_spread":0.27590449834024205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319657081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903247,0.0011671551,0.00007072297,0.0008937102,0.0003849746,0.0013084885,0.000043629534,0.00014305979,0.005663579],"genre_scores_gemma":[0.9961728,0.00015413541,0.00188371,0.00012801356,0.00014746159,0.00040618444,0.000052044063,0.000057779194,0.0009978808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99738246,0.00017157831,0.0005323461,0.00059774466,0.00057677046,0.00073908246],"domain_scores_gemma":[0.99862,0.00015862465,0.00014275899,0.00058337476,0.00026238756,0.00023289556],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002795459,0.00026684062,0.0005243774,0.0006968854,0.00008362581,0.000009916889,0.00019549143,0.00016306623,0.0008640965],"category_scores_gemma":[0.00006784602,0.0002493904,0.00026672558,0.001100032,0.00033825124,0.000048441456,0.00034559314,0.00030680592,0.00047095216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0075794454,0.001504569,0.89916474,0.0036726515,0.00858911,0.01694624,0.0076156585,0.00009314539,0.015694877,0.0031267256,0.0080617,0.027951164],"study_design_scores_gemma":[0.0069653587,0.0012191706,0.9736928,0.00004731744,0.00072705286,0.0003860775,0.0046035014,0.0021303028,0.0042610765,0.00021803344,0.0052338685,0.0005154925],"about_ca_topic_score_codex":0.00003676716,"about_ca_topic_score_gemma":0.0000032654275,"teacher_disagreement_score":0.07452803,"about_ca_system_score_codex":0.00018702137,"about_ca_system_score_gemma":0.00003908892,"threshold_uncertainty_score":0.9999958},"labels":[],"label_agreement":null},{"id":"W4320577286","doi":"10.5664/jcsm.27485","title":"Effect of a Titration Polysomnogram on Treatment Success with a Mandibular Repositioning Appliance","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of British Columbia","funders":"","keywords":"Polysomnogram; Medicine; Biostatistics; Oral and maxillofacial surgery; Oral appliance; Library science; Art history; Polysomnography; Dentistry; Obstructive sleep apnea; Art; Psychiatry; Public health; Apnea","score_opus":0.033436000563285044,"score_gpt":0.43972296984142106,"score_spread":0.406286969278136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320577286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990843,0.0004002713,0.001824111,0.0043023145,0.0001831514,0.0005290458,9.77309e-7,0.0000122737465,0.0019048525],"genre_scores_gemma":[0.99757504,0.00011202145,0.00081976136,0.00028180375,0.0011261714,0.0000049045193,0.000005522809,0.000013839685,0.00006095798],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968033,0.000307344,0.0013837991,0.00021863959,0.0010622708,0.00022467894],"domain_scores_gemma":[0.9969376,0.0010461286,0.00095018616,0.00029983776,0.0004138032,0.00035248164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023632618,0.0001960978,0.0012305924,0.00021511357,0.00004972899,0.000008487029,0.00011843413,0.00012399476,0.00008539936],"category_scores_gemma":[0.001231167,0.0000974693,0.0002485646,0.00033518928,0.0002589521,0.00009596618,0.000007247322,0.00054053805,0.000005088765],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.039622307,0.0019362314,0.1982042,0.00017427007,0.000924222,0.0016856362,0.00017949623,0.000105188104,0.007981248,0.00018443972,0.00011902371,0.7488837],"study_design_scores_gemma":[0.045569178,0.3992133,0.5027642,0.0027213364,0.0019945977,0.0014026004,0.00008024829,0.0012426426,0.044025984,0.00014081506,0.0006361379,0.0002089228],"about_ca_topic_score_codex":0.000013977126,"about_ca_topic_score_gemma":0.0000023209539,"teacher_disagreement_score":0.7486748,"about_ca_system_score_codex":0.00013657633,"about_ca_system_score_gemma":0.00005906363,"threshold_uncertainty_score":0.39746827},"labels":[],"label_agreement":null},{"id":"W4321002172","doi":"10.1111/joor.13433","title":"The effects of mandibular advancement appliance therapy on <scp>jaw‐closing</scp> muscle activity <scp>time‐related</scp> to oxygen desaturations: A randomised controlled trial","year":2023,"lang":"en","type":"article","venue":"Journal of Oral Rehabilitation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"China Scholarship Council","keywords":"Medicine; Arousal; Obstructive sleep apnea; Apnea; Anesthesia; Hypoxia (environmental); Hypopnea; Oxygen therapy; Crossover study; Polysomnography; Oxygen; Psychology; Chemistry","score_opus":0.01298909842385301,"score_gpt":0.3151564154627663,"score_spread":0.3021673170389133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321002172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875953,0.00045809682,0.0006701605,0.0024068512,0.0006884399,0.008009119,0.000004775337,0.000031973686,0.00013527687],"genre_scores_gemma":[0.9961803,0.00024146795,0.002092372,0.0000661927,0.0001902093,0.00049677567,0.000005590303,0.000042618693,0.00068448926],"study_design_codex":"bench_or_experimental","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99613756,0.0008658509,0.0009626225,0.00028418505,0.001337566,0.00041220474],"domain_scores_gemma":[0.98055136,0.017194012,0.00078896165,0.00036468293,0.0008752915,0.00022570074],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003400146,0.00024416365,0.0008666728,0.00043696948,0.00023126634,0.000057375164,0.00021470552,0.00013674134,0.000008575948],"category_scores_gemma":[0.031272452,0.00015624211,0.0005030607,0.0009138848,0.00017058913,0.00027259364,0.000036542846,0.0004840482,0.000052580774],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.19682486,0.0013645032,0.00040284568,0.0002543948,0.0010924166,0.000038339727,0.0033100066,0.0010992151,0.6942398,0.00023905742,0.0030951165,0.098039426],"study_design_scores_gemma":[0.8441887,0.024336975,0.07718776,0.00047935217,0.0003054724,0.000011400385,0.00089841115,0.0026824025,0.03965992,0.0019564126,0.008210789,0.000082427716],"about_ca_topic_score_codex":0.000007840202,"about_ca_topic_score_gemma":0.0000026833677,"teacher_disagreement_score":0.6545799,"about_ca_system_score_codex":0.0004136103,"about_ca_system_score_gemma":0.00015769628,"threshold_uncertainty_score":0.9768875},"labels":[],"label_agreement":null},{"id":"W4321084722","doi":"10.1183/13993003.01621-2022","title":"Obstructive sleep apnoea and 5-year cognitive decline in the elderly","year":2023,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Chinese Society of Clinical Oncology; Université de Lausanne; Fondation Leenaards; GlaxoSmithKline; Centre Hospitalier Universitaire Vaudois; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; ResMed; National Science Foundation","keywords":"Medicine; Sleep (system call); Cognition; Cognitive decline; Gerontology; Pediatrics; Audiology; Physical medicine and rehabilitation; Psychiatry; Dementia; Internal medicine; Disease","score_opus":0.04225875831225005,"score_gpt":0.322966083787337,"score_spread":0.2807073254750869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321084722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816165,0.00037833746,0.00007073606,0.0009660488,0.0001611547,0.00033766348,0.000009695432,0.00004544804,0.016414419],"genre_scores_gemma":[0.9978555,0.00004939546,0.000105980245,0.0011498741,0.00067516847,0.0000053626945,0.0000040007885,0.00005391258,0.00010082195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99690723,0.0012274754,0.0003979814,0.00030029158,0.00070804777,0.00045894735],"domain_scores_gemma":[0.99876446,0.00038595544,0.000121309604,0.00022850044,0.00025850662,0.00024129564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029474488,0.00018104774,0.00023381026,0.00046495185,0.00025659037,0.00013600661,0.0002517326,0.00004556703,0.00013568986],"category_scores_gemma":[0.0011415514,0.00012413911,0.00008755855,0.00076964864,0.0002963357,0.00016369735,0.0001871426,0.0012353498,0.000514268],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013398859,0.00021261018,0.54258496,0.00007190144,0.0002887505,0.01679318,0.0049282573,0.00001009369,0.0073418156,0.00053830264,0.0013040452,0.4245862],"study_design_scores_gemma":[0.0038771369,0.001001999,0.97758794,0.00008957585,0.00004508659,0.0008780303,0.005820456,0.00004886109,0.0002586388,0.0002343869,0.0100146085,0.00014329785],"about_ca_topic_score_codex":0.0000022920906,"about_ca_topic_score_gemma":0.000005944272,"teacher_disagreement_score":0.43500295,"about_ca_system_score_codex":0.00006230837,"about_ca_system_score_gemma":0.000049756094,"threshold_uncertainty_score":0.6610046},"labels":[],"label_agreement":null},{"id":"W4321371381","doi":"10.1590/1806-9282.20221082","title":"Evaluation of comorbid diseases in obstructive sleep apnea syndrome","year":2023,"lang":"pt","type":"article","venue":"Revista da Associação Médica Brasileira","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Comorbidity; Sleep apnea; Internal medicine; Intensive care medicine","score_opus":0.06355793800710974,"score_gpt":0.36104255939991337,"score_spread":0.2974846213928036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321371381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98422515,0.0061737797,0.000043617816,0.00043735426,0.0008056636,0.0036278847,0.0020524964,0.00020106835,0.0024329596],"genre_scores_gemma":[0.99729496,0.00015427079,0.000035686615,0.000059505044,0.00026342703,0.00029164,0.0008992977,0.00019765116,0.0008035341],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9845613,0.0035501875,0.0019183799,0.0014564137,0.006833372,0.0016803246],"domain_scores_gemma":[0.9927839,0.0017222591,0.0011228322,0.0015040685,0.0021383234,0.000728619],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0070702056,0.0007985605,0.002203494,0.0016934758,0.000262046,0.00018705259,0.00089429563,0.0006175398,0.0022733156],"category_scores_gemma":[0.011486772,0.0008621487,0.00066843734,0.0058916355,0.0008421658,0.0004455386,0.0006495987,0.0013244841,0.0011518195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000290225,0.0012315568,0.9283802,0.0018681099,0.0020447057,0.0008537014,0.00170578,0.00011364833,0.0015221767,0.0012983679,0.0015158218,0.05917574],"study_design_scores_gemma":[0.0058922214,0.0005008368,0.96477807,0.0010656097,0.0025451507,0.000054697797,0.0040164795,0.019849265,0.00014282946,0.00025185733,0.00024023996,0.0006627201],"about_ca_topic_score_codex":0.00026166762,"about_ca_topic_score_gemma":0.000045194316,"teacher_disagreement_score":0.058513023,"about_ca_system_score_codex":0.003357046,"about_ca_system_score_gemma":0.000954822,"threshold_uncertainty_score":0.9996259},"labels":[],"label_agreement":null},{"id":"W4321434828","doi":"10.14434/do.v16i1.35769","title":"Quality of Sleep in a Level 3 NICU","year":2023,"lang":"en","type":"article","venue":"Developmental Observer","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Sleep quality; Sleep (system call); Quality (philosophy); Medicine; Psychology; Computer science; Psychiatry; Insomnia; Operating system","score_opus":0.18395348217350618,"score_gpt":0.38156900323647447,"score_spread":0.19761552106296829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321434828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951944,0.000022825474,0.000017286186,0.00032389295,0.00010042874,0.00031268533,0.000024214565,0.000050547704,0.0039537526],"genre_scores_gemma":[0.99519444,0.0000063777184,0.0032192115,0.0001046497,0.000017937033,0.000029004328,0.00007641799,0.000020369991,0.0013316083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983315,0.00006829557,0.0004468309,0.000255114,0.0005618401,0.00033641464],"domain_scores_gemma":[0.9994626,0.00010515022,0.00005710665,0.0001765634,0.00009446778,0.000104116734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006641689,0.00011736932,0.00031280768,0.0002678081,0.000025878475,0.0000054680286,0.0001308996,0.000076104836,0.00044202167],"category_scores_gemma":[0.00030025849,0.000109124,0.00007346762,0.0011303357,0.00008750839,0.000092467795,0.00020147028,0.00017970227,0.00052777183],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001704627,0.00014171732,0.93475354,0.00015559512,0.00006865189,0.00008381162,0.00057833747,0.000002250811,0.047486417,0.00034415262,0.00034211867,0.01587295],"study_design_scores_gemma":[0.0018775347,0.00003412896,0.9751106,0.00003414377,0.0000033341703,0.000008020217,0.0006235248,0.00009311722,0.021448547,0.000109029555,0.00054678234,0.00011122282],"about_ca_topic_score_codex":0.00024502852,"about_ca_topic_score_gemma":0.0001904729,"teacher_disagreement_score":0.04035708,"about_ca_system_score_codex":0.00027424135,"about_ca_system_score_gemma":0.00009049092,"threshold_uncertainty_score":0.67836154},"labels":[],"label_agreement":null},{"id":"W4321478553","doi":"10.1007/s11739-023-03220-z","title":"Effects of continuous positive airway pressure on comprehensive geriatric assessment and cognitive function in elderly patients with obstructive sleep apnea syndrome","year":2023,"lang":"en","type":"article","venue":"Internal and Emergency Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Montreal Cognitive Assessment; Internal medicine; Polysomnography; Sleep apnea; Depression (economics); Mini–Mental State Examination; Cohort; Apnea; Apnea–hypopnea index; Cardiology; Cognitive impairment","score_opus":0.009914069508111004,"score_gpt":0.2871403913856959,"score_spread":0.2772263218775849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321478553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99581146,0.00081056217,0.00022390706,0.00015843203,0.0005793967,0.0012497718,0.000037205184,0.00002822428,0.0011010187],"genre_scores_gemma":[0.9992696,0.00011792912,0.000017231296,0.000027195878,0.00008607532,0.00006259131,0.00005526293,0.00002687318,0.0003372629],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810356,0.00013141014,0.00040632015,0.00044414992,0.00060544076,0.00030912296],"domain_scores_gemma":[0.9986431,0.00036225424,0.00017492818,0.00010828258,0.0005333124,0.00017814808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012415274,0.00025675743,0.0005948822,0.0005117526,0.00005328244,0.0000034639952,0.00005912057,0.000086338354,0.00014042405],"category_scores_gemma":[0.00014084828,0.00017819407,0.000041506944,0.0005547285,0.00026863808,0.000100863115,0.0000774648,0.00039092047,0.000005805406],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058568185,0.00044255593,0.9402955,0.0010812853,0.0013648105,0.00038302236,0.0017169232,0.000005082639,0.004144191,0.00010761028,0.00010034426,0.044501826],"study_design_scores_gemma":[0.008182079,0.013468876,0.97476685,0.0008753076,0.00056589814,0.000035964353,0.0010228012,0.00028471107,0.0005239581,0.00009569026,0.000027699707,0.00015014726],"about_ca_topic_score_codex":0.00036971076,"about_ca_topic_score_gemma":0.000016775224,"teacher_disagreement_score":0.044351682,"about_ca_system_score_codex":0.00003943788,"about_ca_system_score_gemma":0.000014193302,"threshold_uncertainty_score":0.7266543},"labels":[],"label_agreement":null},{"id":"W4321489439","doi":"10.1097/01.aoa.0000912352.68128.9b","title":"Sleep-Disordered Breathing in High-risk Pregnancies is Associated With Elevated Arterial Stiffness and Increased Risk for Preeclampsia","year":2023,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Preeclampsia; Arterial stiffness; Breathing; Sleep disordered breathing; Pregnancy; Cardiology; Gestational diabetes; Diabetes mellitus; Sleep (system call); Internal medicine; Obstetrics; Blood pressure; Endocrinology; Anesthesia; Gestation; Obstructive sleep apnea","score_opus":0.01388784086642585,"score_gpt":0.24556467552719075,"score_spread":0.23167683466076489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321489439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99665344,0.00029620784,0.000044594908,0.00034912748,0.0000649225,0.0021163204,0.00011550954,0.0003040265,0.000055838966],"genre_scores_gemma":[0.9985202,0.00012118351,0.0002448991,0.000045736186,0.0000692732,0.00033388485,0.00034015806,0.00011637885,0.00020827157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969138,0.00027809758,0.00047162623,0.00076500454,0.00070088485,0.0008705981],"domain_scores_gemma":[0.9964974,0.0020656236,0.00032021824,0.00048955105,0.00036262439,0.00026460632],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00056861964,0.0004103013,0.00077586586,0.000839162,0.00029677467,0.000119016804,0.00020585701,0.00029597498,0.000028243128],"category_scores_gemma":[0.0035761702,0.00034497428,0.00009371336,0.002924422,0.0002494536,0.00023684026,0.000062111256,0.00046412126,0.000024772502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019643,0.0004371723,0.9732634,0.00022092798,0.0003602999,0.0009544325,0.0017792985,0.00003849481,0.0016759078,0.00009300981,0.00005851514,0.019154279],"study_design_scores_gemma":[0.013548806,0.0005034904,0.9782539,0.00025145223,0.00030105445,0.00011445685,0.0007555218,0.0047961753,0.000767222,0.0001763883,0.00014469285,0.0003868603],"about_ca_topic_score_codex":0.0012475908,"about_ca_topic_score_gemma":0.00011026134,"teacher_disagreement_score":0.018767418,"about_ca_system_score_codex":0.0002684118,"about_ca_system_score_gemma":0.00011050985,"threshold_uncertainty_score":0.9999002},"labels":[],"label_agreement":null},{"id":"W4321606085","doi":"10.1101/2023.02.15.23286004","title":"DOC screen completion time reflects executive function, speed of processing and fluency in an observational cohort study","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto; Hamilton Health Sciences; Hamilton General Hospital; Health Sciences Centre; Heart and Stroke Foundation; Sunnybrook Health Science Centre","funders":"","keywords":"Verbal fluency test; Cognition; Receiver operating characteristic; Neuropsychology; Medicine; Cohort; Neuropsychological assessment; Fluency; Effects of sleep deprivation on cognitive performance; Audiology; Psychology; Psychiatry; Internal medicine","score_opus":0.1376821271275506,"score_gpt":0.38852478513304994,"score_spread":0.2508426580054993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321606085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99625313,0.000079524594,0.00015801805,0.00025454376,0.00011772544,0.0025160192,0.00003629972,0.000086943095,0.000497782],"genre_scores_gemma":[0.9983935,0.000007266417,0.0005636347,0.000025206455,0.00015170372,0.0000869589,0.0003818314,0.000053755597,0.00033614278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702775,0.00029821057,0.0005873475,0.0007838513,0.0010269254,0.00027592527],"domain_scores_gemma":[0.9981261,0.00011209587,0.00024730898,0.00045772988,0.00091968727,0.00013707331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013773217,0.00025286304,0.00067772076,0.00055186055,0.00007274859,0.00003674628,0.0001738858,0.00018302041,0.00009423188],"category_scores_gemma":[0.0004720218,0.00024453603,0.000049844133,0.00061851525,0.00018207518,0.00014645762,0.00037577664,0.0007092305,0.000021317626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044689135,0.0004308204,0.9848256,0.00032395354,0.00014948084,0.00004295939,0.00066171144,0.00005245624,0.012335898,0.000025127707,0.000025543914,0.00067954196],"study_design_scores_gemma":[0.0012571788,0.0005573223,0.9908201,0.00028342486,0.00014509715,0.0000048768034,0.00033867557,0.005552251,0.00025992913,0.0006014561,0.0000097309485,0.00016996734],"about_ca_topic_score_codex":0.0003251663,"about_ca_topic_score_gemma":0.00012760777,"teacher_disagreement_score":0.012075969,"about_ca_system_score_codex":0.0002085202,"about_ca_system_score_gemma":0.0001799581,"threshold_uncertainty_score":0.99718904},"labels":[],"label_agreement":null},{"id":"W4322500721","doi":"10.3390/children10030453","title":"Novel Indices to Improve the Diagnostic Ability of Nocturnal Oximetry in Children with OSAS","year":2023,"lang":"en","type":"article","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pulse oximetry; Cutoff; Area under the curve; NOx; Anesthesia; Obstructive sleep apnea; Cardiology; Internal medicine; Pediatrics","score_opus":0.010815150317745116,"score_gpt":0.28372412176747164,"score_spread":0.27290897144972653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322500721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968103,0.00007714995,0.000086872824,0.0010077873,0.000050464172,0.0015958269,0.00010538002,0.00004519514,0.00022102894],"genre_scores_gemma":[0.99921584,0.0000059586027,0.00032220504,0.00013043899,0.00016848996,0.000055434484,0.000049057555,0.00003004147,0.000022546224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998241,0.000056086315,0.00028762166,0.00039236486,0.00060496724,0.00041793523],"domain_scores_gemma":[0.9986062,0.0004644347,0.00008466773,0.00057021086,0.00010234418,0.00017212688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005627281,0.00017166257,0.000315583,0.00034814494,0.000063985986,0.00001911377,0.00033392396,0.00007931101,0.00006967552],"category_scores_gemma":[0.0013452505,0.00010337305,0.00007001934,0.0014273837,0.0002634053,0.000071851755,0.00022119739,0.00048388378,0.00007587071],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012058396,0.0001702282,0.97788346,0.000018807075,0.00019812341,0.000003774571,0.00037513702,0.000030436066,0.009943971,0.000036942445,0.000042066556,0.011176468],"study_design_scores_gemma":[0.0019650022,0.00038886725,0.9856187,0.000042684027,0.000057082078,0.00006616747,0.00010028152,0.00004189129,0.011549868,0.000054435637,0.000004565707,0.00011043531],"about_ca_topic_score_codex":0.00068804563,"about_ca_topic_score_gemma":0.00008297148,"teacher_disagreement_score":0.011066033,"about_ca_system_score_codex":0.000088473585,"about_ca_system_score_gemma":0.00006522541,"threshold_uncertainty_score":0.42154306},"labels":[],"label_agreement":null},{"id":"W4322617612","doi":"10.1002/ppul.26375","title":"Obstructive sleep apnea screening in children with asthma","year":2023,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute","keywords":"Medicine; Obstructive sleep apnea; Asthma; Body mass index; Polysomnography; Sleep apnea; Apnea; Overweight; Apnea–hypopnea index; Logistic regression; Physical therapy; Hypopnea; Obesity; Pediatrics; Internal medicine","score_opus":0.014476131343930821,"score_gpt":0.27348393926515496,"score_spread":0.25900780792122413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322617612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99600613,0.00023691726,0.00069537794,0.000798592,0.00011259974,0.0006792191,0.00001490659,0.00024229419,0.0012139624],"genre_scores_gemma":[0.99693775,0.000059981623,0.0019858843,0.00006218748,0.0005582418,0.00010392269,0.000084051426,0.000056779023,0.00015122334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976872,0.00011191507,0.00030661974,0.00062147237,0.00039354866,0.0008792412],"domain_scores_gemma":[0.9990238,0.00015509047,0.000094894946,0.0004092145,0.00011993555,0.00019703967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028197837,0.0002346977,0.00043174953,0.0013236986,0.00008200328,0.000015334817,0.0002274665,0.0002166376,0.00011999808],"category_scores_gemma":[0.00026417273,0.00020440103,0.000069655376,0.0026214663,0.00017107387,0.00012838721,0.00020575746,0.0007051102,0.0004484913],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002568448,0.00006463316,0.95494914,0.000017755558,0.000103363716,0.00029269574,0.00011600635,0.0000694666,0.00010593101,0.00014947695,0.000050997754,0.04382371],"study_design_scores_gemma":[0.0022920037,0.0003539372,0.9939571,0.0000032382707,0.00006126014,0.00049362064,0.00021623792,0.0020020609,0.0001228165,0.00020819834,0.00009329796,0.00019625363],"about_ca_topic_score_codex":0.00015014257,"about_ca_topic_score_gemma":0.000025610343,"teacher_disagreement_score":0.043627456,"about_ca_system_score_codex":0.000095250274,"about_ca_system_score_gemma":0.000058488647,"threshold_uncertainty_score":0.8335232},"labels":[],"label_agreement":null},{"id":"W4322620885","doi":"10.1080/13548506.2023.2176525","title":"Should testing for obstructive sleep apnea be offered routinely to older family medicine patients? A prospective cohort study","year":2023,"lang":"en","type":"article","venue":"Psychology Health & Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; McGill University; Dawson College; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Cohort; Sleep medicine; Physical therapy; Prospective cohort study; Insomnia; Internal medicine; Pediatrics; Apnea; Sleep disorder; Psychiatry","score_opus":0.13811319396420751,"score_gpt":0.4601860360761412,"score_spread":0.3220728421119337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322620885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8949618,0.00029069625,0.0019483456,0.072130166,0.0026871574,0.02219325,0.000095166884,0.0006587249,0.0050347373],"genre_scores_gemma":[0.9671747,0.000015778958,0.0013549632,0.025626188,0.0016709121,0.0031752198,0.00035172273,0.00020435094,0.00042612935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9916785,0.0005012107,0.0018081202,0.0021485519,0.0018509793,0.0020126372],"domain_scores_gemma":[0.99254125,0.0016529833,0.00053250557,0.0013475402,0.0021424626,0.0017832712],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003853588,0.0007535903,0.002309338,0.0015334145,0.00054897735,0.000010531849,0.00052017684,0.00031225957,0.00026915423],"category_scores_gemma":[0.012065586,0.00058063405,0.00012530827,0.0039218618,0.00085539283,0.00011377664,0.00018268087,0.0012109831,0.00011837802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020169546,0.0009984368,0.9240837,0.00028029666,0.00051848823,0.00007430398,0.011241185,0.0000030205683,0.0009880627,0.00009463384,0.016397258,0.043303676],"study_design_scores_gemma":[0.023414735,0.020418698,0.9449706,0.00030696386,0.00029379126,0.000045376983,0.008360311,0.00038526746,0.000014624348,0.00025483922,0.0011677328,0.0003670577],"about_ca_topic_score_codex":0.00076610903,"about_ca_topic_score_gemma":0.00009429598,"teacher_disagreement_score":0.07221298,"about_ca_system_score_codex":0.00077974924,"about_ca_system_score_gemma":0.00021387819,"threshold_uncertainty_score":0.9996645},"labels":[],"label_agreement":null},{"id":"W4322721314","doi":"10.1007/s00405-023-07901-5","title":"Expansion sphincter pharyngoplasty in OSA: a 15 year review","year":2023,"lang":"en","type":"review","venue":"European Archives of Oto-Rhino-Laryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sphincter; Internal medicine; Cochrane Library; Surgery; Physical therapy; Meta-analysis","score_opus":0.06368239330016809,"score_gpt":0.363538746997763,"score_spread":0.2998563536975949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322721314","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037463848,0.9688008,0.00005260437,0.00021426263,0.00042988508,0.0039237468,0.0002946479,0.00019089009,0.025718551],"genre_scores_gemma":[0.000049898423,0.994324,0.0010345714,0.0003120381,0.0004901044,0.00015791156,0.0010444341,0.00044969172,0.0021373194],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99074996,0.0036396491,0.002211415,0.0015353088,0.0007232596,0.0011403885],"domain_scores_gemma":[0.99539775,0.0014197943,0.0008047267,0.0018190787,0.000095003306,0.00046362108],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012350071,0.000986255,0.0049753664,0.001709116,0.000073166826,0.000019222849,0.001196759,0.00023388171,0.00090215955],"category_scores_gemma":[0.0015763486,0.00080296025,0.0013152383,0.0012003146,0.0006011986,0.00012129002,0.0016681867,0.0022718387,0.0044325828],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002438646,0.0005300662,0.0007399537,0.16970669,0.0010430997,0.004983412,0.00034214635,3.7356733e-7,0.00023501951,0.00029146127,0.0038103939,0.8180735],"study_design_scores_gemma":[0.0017869989,0.0006621957,0.0058835787,0.080705374,0.0013128506,0.00075726997,0.00002376261,0.000014141191,0.000015640942,0.000054597404,0.9080782,0.0007053965],"about_ca_topic_score_codex":0.000033984154,"about_ca_topic_score_gemma":0.00001688252,"teacher_disagreement_score":0.9042678,"about_ca_system_score_codex":0.00012664724,"about_ca_system_score_gemma":0.00030004003,"threshold_uncertainty_score":0.9994421},"labels":[],"label_agreement":null},{"id":"W4322730555","doi":"10.1016/j.jclinane.2023.111087","title":"Validity of non-contact methods for diagnosis of Obstructive Sleep Apnea: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; Canada Research Chairs; University of New Brunswick; University of Toronto; University Health Network; McMaster University","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Gold standard (test); Meta-analysis; Sleep apnea; Apnea; Apnea–hypopnea index; Cohort study; Body mass index; Cohort; Physical therapy; Internal medicine; Anesthesia","score_opus":0.34609656352751994,"score_gpt":0.5492064428596758,"score_spread":0.20310987933215585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322730555","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005753979,0.9918554,0.002864421,0.00041486838,0.00006736457,0.004664727,0.000059060585,0.000007700765,0.000008926158],"genre_scores_gemma":[0.0000715328,0.9758448,0.023248276,0.00010009844,0.00014473603,0.00042050943,0.00001296359,0.00008871155,0.000068368616],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9827877,0.0053058346,0.0099390205,0.0005619934,0.0010485827,0.00035683913],"domain_scores_gemma":[0.95223105,0.03164188,0.012273845,0.0010019935,0.0023678269,0.00048337795],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.023639021,0.00063295715,0.038551487,0.0009614621,0.000041160583,0.000019808296,0.0006874639,0.0005970472,0.00011600697],"category_scores_gemma":[0.024956057,0.00035271747,0.019468388,0.0018519918,0.00039152114,0.00012626973,0.000113780174,0.0012184745,0.0000052471983],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006666167,0.0002589628,0.0002534484,0.71295357,0.25337708,0.00010577196,0.00001653264,1.7436506e-7,1.2133208e-7,0.000026838208,0.000028936112,0.032911904],"study_design_scores_gemma":[0.00060107204,0.0014328305,0.0004008951,0.046108942,0.9467387,0.0006756306,0.000028609356,0.000035320318,0.000006644012,0.000116972624,0.003619472,0.00023488428],"about_ca_topic_score_codex":0.000007402853,"about_ca_topic_score_gemma":9.287611e-7,"teacher_disagreement_score":0.69336164,"about_ca_system_score_codex":0.000085469306,"about_ca_system_score_gemma":0.00032111348,"threshold_uncertainty_score":0.9998925},"labels":[],"label_agreement":null},{"id":"W4322742930","doi":"10.3390/children10030480","title":"Current Concepts in Pediatric Obstructive Sleep Apnea","year":2023,"lang":"en","type":"editorial","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Airway obstruction; Airway; Apnea; Sleep apnea; Anesthesia; Cardiology; Computer science","score_opus":0.01383574455623837,"score_gpt":0.3317401648743999,"score_spread":0.3179044203181615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322742930","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046337005,0.003248473,0.000015501462,0.00008387837,0.9469338,0.0016290847,0.0007275665,0.00026472355,0.00075993896],"genre_scores_gemma":[0.016858615,0.0010023467,0.00007315414,0.0000073214524,0.9777403,0.00018777,0.003567906,0.00026546567,0.00029712313],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99474233,0.00018576067,0.0006969055,0.0012619183,0.0020669508,0.0010461252],"domain_scores_gemma":[0.9967519,0.001195995,0.00026864832,0.0008605525,0.0005174833,0.00040542282],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045902337,0.0006318193,0.0011199341,0.0011236676,0.000087157656,0.000058629266,0.0005961071,0.0010503064,0.00017291379],"category_scores_gemma":[0.004352643,0.000607525,0.0003207776,0.0014407822,0.0002557187,0.00011677322,0.00048398873,0.0039358493,0.0013745074],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020515818,0.00021543316,0.11618534,0.0004064275,0.00023931115,0.00013520558,0.00029672423,0.0000041343446,0.000005241904,0.000022560738,0.8475039,0.03478054],"study_design_scores_gemma":[0.008390571,0.0004291976,0.8312739,0.00027764996,0.0007084459,0.000017199898,0.00008799394,0.00009241683,0.0000680227,0.0002915472,0.1571496,0.0012134152],"about_ca_topic_score_codex":0.000120880526,"about_ca_topic_score_gemma":0.00003607291,"teacher_disagreement_score":0.7150886,"about_ca_system_score_codex":0.0007779861,"about_ca_system_score_gemma":0.00041734427,"threshold_uncertainty_score":0.9996376},"labels":[],"label_agreement":null},{"id":"W4323316076","doi":"10.1038/s41746-023-00784-0","title":"U-Sleep’s resilience to AASM guidelines","year":2023,"lang":"en","type":"article","venue":"npj Digital Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Eurostars; National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Nursing Research; National Heart, Lung, and Blood Institute; University of California, Davis; York University; American Sleep Medicine Foundation; University of Bern; European Commission; Johns Hopkins University; National Institutes of Health; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Minnesota; National Science Foundation; University of Washington; Case Western Reserve University","keywords":"Computer science; Polysomnography; Sleep medicine; Context (archaeology); Exploit; Task (project management); Artificial intelligence; Sleep (system call); Machine learning; Data science; Medicine; Electroencephalography; Sleep disorder; Computer security; Insomnia","score_opus":0.07251396297277891,"score_gpt":0.3978284764700227,"score_spread":0.3253145134972438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323316076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8127927,0.00020957268,0.0009590971,0.07058701,0.0008187756,0.0010360364,0.000036039357,0.00069957593,0.1128612],"genre_scores_gemma":[0.98654,0.00001793256,0.0004546378,0.0020190855,0.0010983859,0.00004830457,0.000070333066,0.000051270352,0.009700033],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99703336,0.000018386783,0.0005003202,0.0005304599,0.0012758073,0.0006416881],"domain_scores_gemma":[0.9977885,0.00022479784,0.00004882504,0.00062596786,0.0006268008,0.0006851314],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004398046,0.00022467619,0.00043392016,0.0005789602,0.00007848724,0.00003585377,0.00027855512,0.000082758095,0.00041673862],"category_scores_gemma":[0.007902393,0.00016406969,0.00007343514,0.0019843136,0.000304807,0.00021934863,0.00024153212,0.00024869,0.0038157234],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056926627,0.00014176367,0.05446607,0.0002130376,0.00013793445,0.0013313787,0.0008652682,0.000057286707,0.048000395,0.0019767594,0.18718289,0.705058],"study_design_scores_gemma":[0.0087091895,0.005705952,0.4575825,0.001246687,0.00016514598,0.00064269576,0.0047527184,0.005940035,0.009733118,0.0031220096,0.5013741,0.0010258206],"about_ca_topic_score_codex":0.00003315775,"about_ca_topic_score_gemma":0.000005207738,"teacher_disagreement_score":0.7040321,"about_ca_system_score_codex":0.000113510236,"about_ca_system_score_gemma":0.000042492524,"threshold_uncertainty_score":0.9969599},"labels":[],"label_agreement":null},{"id":"W4323353166","doi":"10.1016/j.neulet.2023.137168","title":"Neuronal glutamate transporters are associated with cognitive impairment in obstructive sleep apnea patients without dementia","year":2023,"lang":"en","type":"article","venue":"Neuroscience Letters","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Dementia; Cognition; Glutamate receptor; Hippocampus; Polysomnography; Psychology; Internal medicine; Neuroscience; Medicine; Electroencephalography; Disease","score_opus":0.017845104635903258,"score_gpt":0.26605480653519525,"score_spread":0.248209701899292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323353166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99626195,0.0000020455936,0.00019037648,0.0017319123,0.00031159478,0.0011548502,0.00009475295,0.00017519262,0.000077301585],"genre_scores_gemma":[0.9957635,0.00000179172,0.000029113371,0.003932843,0.00002659965,0.00010023282,0.000079296835,0.00005334465,0.000013274754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99614054,0.00016514261,0.00035290804,0.0009038815,0.001433752,0.0010037981],"domain_scores_gemma":[0.9990328,0.00011029574,0.0001937604,0.00024055307,0.00014941665,0.00027317018],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002675405,0.0003155185,0.00037866388,0.00056370196,0.00017962656,0.00005970404,0.0002563937,0.00006472574,0.000023568591],"category_scores_gemma":[0.00022142631,0.00027297725,0.00008983029,0.0020766214,0.0006885148,0.00035620155,0.00007971437,0.00052837277,0.00003301149],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042845157,0.00026298442,0.973373,0.000026526885,0.000040043735,0.00056496094,0.0004786317,0.00018575086,0.023171727,0.000001540312,0.000031802687,0.0014345966],"study_design_scores_gemma":[0.004772168,0.0005632718,0.987623,0.00009333947,0.000084391744,0.000010425749,0.000325477,0.0032467474,0.0030138306,0.0000052582923,0.000014089663,0.00024801114],"about_ca_topic_score_codex":0.000022536278,"about_ca_topic_score_gemma":0.000028757508,"teacher_disagreement_score":0.020157896,"about_ca_system_score_codex":0.00021508544,"about_ca_system_score_gemma":0.000037530674,"threshold_uncertainty_score":0.9999722},"labels":[],"label_agreement":null},{"id":"W4323656694","doi":"10.1080/24745332.2023.2178039","title":"Biomarkers in patients with suspected obstructive sleep apnea and obstructive lung disease: Associations among polysomnographic, demographic and spirometric parameters","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Internal medicine; Body mass index; Polysomnogram; Polysomnography; Hypoxemia; COPD; Respiratory disturbance index; Gastroenterology; Cardiology; Endocrinology; Apnea","score_opus":0.01452971596875763,"score_gpt":0.2734774193198336,"score_spread":0.258947703351076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323656694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98904705,0.0092629865,0.00003096418,0.00075225544,0.00019597152,0.00048408582,0.00010395664,0.000017636326,0.000105078616],"genre_scores_gemma":[0.9994015,0.000044438504,0.00015461107,0.0002186757,0.00009788334,0.000011612529,0.00002972556,0.000040461393,0.000001058474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972573,0.00027590702,0.0005727996,0.00044992482,0.00075355195,0.0006905386],"domain_scores_gemma":[0.99510366,0.00085959525,0.00015708288,0.00021880429,0.0011063141,0.002554541],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053817144,0.00030644654,0.0006874645,0.0044393693,0.00028295183,0.00006140007,0.00011896169,0.00017676418,0.000022102931],"category_scores_gemma":[0.004792794,0.0002468357,0.00008077799,0.0033010095,0.0024367627,0.00033318574,0.00003733811,0.0007304051,3.6569415e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024083623,0.000019335639,0.974127,0.00018933417,0.00035833227,0.0006131222,0.0008236423,0.0000014145576,0.0000232954,0.00023814944,0.000021727687,0.023343805],"study_design_scores_gemma":[0.0044914936,0.0014007835,0.9881354,0.00025061483,0.0006307089,0.000024335191,0.0043678996,0.00014956102,0.000009807828,0.00026876797,0.00003886638,0.00023175906],"about_ca_topic_score_codex":0.00072474655,"about_ca_topic_score_gemma":0.002275987,"teacher_disagreement_score":0.023112047,"about_ca_system_score_codex":0.00030241968,"about_ca_system_score_gemma":0.00020976187,"threshold_uncertainty_score":0.9999984},"labels":[],"label_agreement":null},{"id":"W4323823298","doi":"10.1101/2023.03.10.23287115","title":"A Pilot Randomized Trial of Combined Cognitive-Behavioral Therapy and Exercise Training Versus Exercise Training Alone for the Management of Chronic Insomnia in Obstructive Sleep Apnea","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Institut Universitaire de Gériatrie de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Concordia University","funders":"Concordia University","keywords":"Insomnia; Physical therapy; Cardiorespiratory fitness; Polysomnography; Medicine; Obstructive sleep apnea; Randomized controlled trial; Cognitive behavioral therapy for insomnia; Cognitive behavioral therapy; Apnea; Internal medicine; Psychiatry","score_opus":0.14428508868523546,"score_gpt":0.3694967844165425,"score_spread":0.22521169573130703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323823298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97420377,0.0024338136,0.0007756866,0.00017849401,0.0016512428,0.020417718,0.00016186856,0.00007088352,0.000106522006],"genre_scores_gemma":[0.9895996,0.0027825483,0.0011070973,0.000004643152,0.0001671906,0.005984841,0.00013533961,0.00014858998,0.0000701679],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99549156,0.0004133183,0.0014117986,0.00096853933,0.00099529,0.0007194618],"domain_scores_gemma":[0.9952655,0.0026851136,0.0007386069,0.0007206136,0.00041477446,0.00017541277],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032575454,0.0006187092,0.0030415487,0.0007075779,0.00011020346,0.000037078873,0.0004913393,0.0002577431,0.000047920697],"category_scores_gemma":[0.00043194322,0.000475241,0.000605155,0.0005849401,0.0012361715,0.00008018879,0.0005569105,0.001025557,0.0000021225205],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.74163586,0.00082106784,0.00028451427,0.001172714,0.0015787603,0.00006125872,0.008407019,0.000032128934,0.00043446294,0.00012162114,0.0000011658638,0.24544941],"study_design_scores_gemma":[0.9631027,0.003878982,0.008967106,0.0029011052,0.0024682023,0.000002838143,0.010184529,0.005394598,0.001909623,0.0007825587,0.000005085361,0.00040267216],"about_ca_topic_score_codex":0.00022981988,"about_ca_topic_score_gemma":0.000044118126,"teacher_disagreement_score":0.24504673,"about_ca_system_score_codex":0.00021687985,"about_ca_system_score_gemma":0.00020875613,"threshold_uncertainty_score":0.9997699},"labels":[],"label_agreement":null},{"id":"W4324145953","doi":"10.1503/cmaj.230240","title":"The case for improving the detection and treatment of obstructive sleep apnea following stroke","year":2023,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre","funders":"","keywords":"Stroke (engine); Obstructive sleep apnea; Medicine; Sleep apnea; Apnea; Sleep (system call); Intensive care medicine; Physical medicine and rehabilitation; Pediatrics; Physical therapy; Internal medicine; Computer science","score_opus":0.014819769071873592,"score_gpt":0.270461892388741,"score_spread":0.2556421233168674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324145953","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08559179,0.0010119084,0.0005593606,0.90625346,0.0043302253,0.0016983029,0.0003484389,0.000028266795,0.00017824078],"genre_scores_gemma":[0.8265328,0.00042677735,0.00032184628,0.11827149,0.04767117,0.00063277135,0.00013255107,0.0003694083,0.0056412243],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968596,0.00031222863,0.00052925013,0.00025130305,0.00132906,0.0007185198],"domain_scores_gemma":[0.99561197,0.0025465921,0.000444035,0.00020355295,0.0005877054,0.00060616457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017308602,0.0002199359,0.00042034144,0.00026285305,0.0011318484,0.00014593812,0.00016752412,0.0008574777,0.00004427459],"category_scores_gemma":[0.004784618,0.00012914906,0.00037790017,0.00022269759,0.00014130853,0.0000628584,0.000023390743,0.002063484,0.000006330184],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004745979,0.000011058659,0.0021981918,0.00006206745,0.002071432,0.010847472,0.00056147075,5.48842e-7,0.000075078155,0.000009826009,0.024694659,0.95942074],"study_design_scores_gemma":[0.005923338,0.0013583394,0.006190074,0.00010382453,0.0016865833,0.013857102,0.0066524656,0.007559033,0.00025077251,0.00027311177,0.95572555,0.00041977907],"about_ca_topic_score_codex":0.0056239716,"about_ca_topic_score_gemma":0.037568055,"teacher_disagreement_score":0.95900095,"about_ca_system_score_codex":0.0032377103,"about_ca_system_score_gemma":0.001081293,"threshold_uncertainty_score":0.9799938},"labels":[],"label_agreement":null},{"id":"W4360989109","doi":"10.18280/ria.370125","title":"Detection and Classification of Obstructive Sleep Apnea Disorders: A Comparative Analysis of Various Deep Machine Learning Classifiers","year":2023,"lang":"en","type":"article","venue":"Revue d intelligence artificielle","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Artificial intelligence; Computer science; Sleep (system call); Machine learning; Physical medicine and rehabilitation; Psychology; Medicine; Internal medicine","score_opus":0.05332319748075792,"score_gpt":0.32683149771688735,"score_spread":0.27350830023612943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360989109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8829046,0.00025727678,0.11455547,0.00013149435,0.000076992386,0.000450267,0.000014005498,0.00006422287,0.0015457],"genre_scores_gemma":[0.9992867,0.00011105813,0.0003281466,0.000003760095,0.000017547658,0.00003310471,0.000050446317,0.000016055645,0.0001531897],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981974,0.00016213585,0.0005832907,0.00044137213,0.00033376057,0.0002820704],"domain_scores_gemma":[0.9985149,0.00038035263,0.00031009273,0.00034536544,0.0003348218,0.000114454095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043231843,0.00017039658,0.000585372,0.0010698875,0.00012984668,0.000014678343,0.00012019784,0.00011352617,0.000114263115],"category_scores_gemma":[0.00038992608,0.00016711131,0.00019104677,0.0038443462,0.00045358675,0.00010834411,0.00008105912,0.00035073952,0.0000371489],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067070173,0.00034476322,0.10242874,0.00040657987,0.0023551297,0.000008132918,0.015813908,0.0787326,0.5251989,0.0019486101,0.0000019879071,0.27208996],"study_design_scores_gemma":[0.00011575292,0.00027634497,0.083236165,0.000024159775,0.0005086809,0.000004983375,0.010371626,0.83173066,0.073334746,0.00022548456,0.000061699255,0.00010971924],"about_ca_topic_score_codex":0.00013760998,"about_ca_topic_score_gemma":0.00028623967,"teacher_disagreement_score":0.75299805,"about_ca_system_score_codex":0.00008725479,"about_ca_system_score_gemma":0.00001607468,"threshold_uncertainty_score":0.6814602},"labels":[],"label_agreement":null},{"id":"W4361015772","doi":"10.2196/41049","title":"Upper Airway Assessment in Cone-Beam Computed Tomography for Screening of Obstructive Sleep Apnea Syndrome: Development of an Evaluation Protocol in Dentistry","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Medicine; Airway; Cone beam computed tomography; Obstructive sleep apnea; Dentistry; Oral and maxillofacial radiology; Orthodontics; Radiology; Radiography; Computed tomography; Surgery; Anesthesia","score_opus":0.18203682977507182,"score_gpt":0.5345192605072681,"score_spread":0.3524824307321962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361015772","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3468914,6.7897776e-7,0.0007124899,0.000045054036,0.000006893791,0.65213513,0.000024583805,0.000035287372,0.00014844796],"genre_scores_gemma":[0.26625514,1.912835e-8,0.017308721,0.000002436397,0.000020800979,0.71623886,0.00010595783,0.00004573634,0.000022351544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99235636,0.0010731316,0.0013164592,0.0008171486,0.003372579,0.0010643398],"domain_scores_gemma":[0.9959817,0.00056339486,0.0002925881,0.00069081044,0.00219885,0.00027264716],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008905696,0.00027930242,0.0007416854,0.0030259215,0.00014407039,0.000051410745,0.0005315459,0.00025413657,0.00014434636],"category_scores_gemma":[0.0005404777,0.0002693771,0.00014095435,0.004291817,0.00044126008,0.00036642255,0.000427954,0.0010086894,0.000008787007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008971562,0.0060533728,0.51732796,0.013459843,0.0004140562,0.00027523178,0.0029798956,0.00061437045,0.124268025,0.00044756563,0.000105963016,0.32508212],"study_design_scores_gemma":[0.017134693,0.0026764765,0.8556465,0.0029073933,0.0000059311774,0.000022664777,0.0016068419,0.027915562,0.09099787,0.00035846673,0.00048286628,0.00024477168],"about_ca_topic_score_codex":0.000050554012,"about_ca_topic_score_gemma":0.00008406498,"teacher_disagreement_score":0.33831847,"about_ca_system_score_codex":0.0006582563,"about_ca_system_score_gemma":0.00093341956,"threshold_uncertainty_score":0.99997586},"labels":[],"label_agreement":null},{"id":"W4361294301","doi":"10.1113/jp284113","title":"On the origins of sleep disordered breathing, cardiorespiratory and metabolic dysfunction: which came first, the chicken or the egg?","year":2023,"lang":"en","type":"article","venue":"The Journal of Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Cardiorespiratory fitness; Anxiety; Obesity; Depression (economics); Diabetes mellitus; Sleep (system call); Disease; Medicine; Endocrine system; Metabolic syndrome; Stressor; Physiology; Internal medicine; Endocrinology; Psychiatry; Hormone","score_opus":0.025351868646971937,"score_gpt":0.2914956264723645,"score_spread":0.26614375782539257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361294301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97901535,0.0009910151,0.00002335708,0.018960344,0.00035691875,0.00038851463,0.000009890717,0.000011788745,0.00024283744],"genre_scores_gemma":[0.99790025,0.00066045386,0.000005262594,0.0006094391,0.00065487705,0.000012788123,0.0000011591502,0.000023217943,0.00013256122],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99779123,0.00091569766,0.00036328894,0.00013506725,0.0004999866,0.00029475795],"domain_scores_gemma":[0.99625796,0.002389478,0.00031454483,0.00062596134,0.0003467027,0.000065379245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00204062,0.00016416266,0.00045287726,0.00010870024,0.00042427937,0.00001357786,0.00052526954,0.00007400008,0.0001886834],"category_scores_gemma":[0.00091807067,0.000046635632,0.00015353994,0.00069208513,0.000690156,0.00005576957,0.00018158408,0.0009239097,0.000028971386],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03298122,0.0012154083,0.021503428,0.00074680935,0.018991701,0.00020673579,0.06326779,0.009439056,0.6813368,0.07017514,0.03729272,0.06284319],"study_design_scores_gemma":[0.0038346145,0.0028716738,0.924525,0.00010620727,0.0011917693,0.0008162501,0.0070005395,0.002198948,0.0070676534,0.006169088,0.044012606,0.00020563489],"about_ca_topic_score_codex":0.00014486116,"about_ca_topic_score_gemma":0.00008466943,"teacher_disagreement_score":0.9030216,"about_ca_system_score_codex":0.00005385971,"about_ca_system_score_gemma":0.00010422584,"threshold_uncertainty_score":0.40139794},"labels":[],"label_agreement":null},{"id":"W4361858563","doi":"10.1109/tbme.2023.3263379","title":"The Beginning of the AI-Enabled Preventative PAP Therapy Era: A First-in-Human Proof of Concept Interventional Study","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Apnea; Positive airway pressure; Intensive care medicine; Sleep apnea; Adverse effect; Continuous positive airway pressure; Sleep (system call); Physical therapy; Internal medicine; Computer science","score_opus":0.022522932403886437,"score_gpt":0.3223551634469616,"score_spread":0.29983223104307516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361858563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9307233,0.00008173877,0.065583125,0.0014508215,0.00047830032,0.0015655842,0.000029377736,0.000059287308,0.000028438519],"genre_scores_gemma":[0.99951625,0.000009267467,0.000057061217,0.00000835159,0.00003344021,0.00018924057,0.0000027767912,0.000022603075,0.000161039],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998318,0.00008447869,0.0004479477,0.0001937232,0.00069297635,0.00026285462],"domain_scores_gemma":[0.99914455,0.00035283732,0.0000690906,0.00026111814,0.00009570604,0.00007669812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004921903,0.00013227858,0.0002553003,0.00028002114,0.00013016285,0.000008166015,0.00021728671,0.000062330946,0.0001024688],"category_scores_gemma":[0.000055256893,0.00008083046,0.00018323184,0.0011904765,0.00029440052,0.000050721042,0.000006855787,0.0005544433,0.0000014670251],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029305017,0.02573121,0.009661432,0.0020261165,0.00816492,0.00025281342,0.042382065,0.22733119,0.3042541,0.0011416421,0.00048235242,0.37564164],"study_design_scores_gemma":[0.027786445,0.011241252,0.15994476,0.0025398452,0.00029424013,0.000045737343,0.011120949,0.18687512,0.59763473,0.00029551325,0.0015289828,0.0006924177],"about_ca_topic_score_codex":0.00004995892,"about_ca_topic_score_gemma":0.000023077384,"teacher_disagreement_score":0.37494922,"about_ca_system_score_codex":0.000103728016,"about_ca_system_score_gemma":0.000047793408,"threshold_uncertainty_score":0.32961705},"labels":[],"label_agreement":null},{"id":"W4362523928","doi":"10.1002/ppul.26404","title":"Night‐to‐night variability of polygraphy in children with sleep disordered breathing symptoms","year":2023,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Obstructive sleep apnea; Pediatrics; Epworth Sleepiness Scale; Sleep disordered breathing; Polysomnography; Apnea; Hypopnea; Internal medicine","score_opus":0.006977771360146444,"score_gpt":0.25872423377647585,"score_spread":0.2517464624163294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362523928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99631566,0.00015377384,0.00038159103,0.0011823063,0.000114315786,0.0009973891,0.00003421104,0.00014281453,0.0006779517],"genre_scores_gemma":[0.9988115,0.000061907725,0.00064628635,0.00005007298,0.0002015048,0.00010192787,0.000053357988,0.0000352456,0.000038235597],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974791,0.0002265035,0.00047052576,0.00065651047,0.00041972418,0.0007476314],"domain_scores_gemma":[0.99854505,0.00030745938,0.00011279629,0.00066743145,0.00014318436,0.00022407205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064472016,0.00023419896,0.0005942687,0.0016593789,0.00005876158,0.000008825412,0.00031302046,0.00022267418,0.00009347232],"category_scores_gemma":[0.0005075408,0.00019243754,0.00010092502,0.003764671,0.00016747491,0.00008657514,0.00022842507,0.0005043459,0.000095311756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002887725,0.00026951035,0.99070233,0.00006175481,0.0001272179,0.000050938168,0.000330473,0.00004620828,0.00042122306,0.00027396058,0.00003160285,0.0073960195],"study_design_scores_gemma":[0.0018373068,0.00054824154,0.995687,0.000006325909,0.000116863994,0.00008812747,0.000062767904,0.00056748657,0.00017164764,0.0007060153,0.000030475136,0.00017771022],"about_ca_topic_score_codex":0.00041396823,"about_ca_topic_score_gemma":0.00003857909,"teacher_disagreement_score":0.007218309,"about_ca_system_score_codex":0.00011164591,"about_ca_system_score_gemma":0.00009242042,"threshold_uncertainty_score":0.7847375},"labels":[],"label_agreement":null},{"id":"W4362602054","doi":"10.1164/rccm.202206-1223oc","title":"Pulse Wave Amplitude Drops Index: A Biomarker of Cardiovascular Risk in Obstructive Sleep Apnea","year":2023,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Faculté de Biologie et de Médecine, Université de Lausanne; European Social Fund; ResMed; Chinese Society of Clinical Oncology; Sociedad Española de Neumología y Cirugía Torácica; Université de Lausanne; AllerGen; GlaxoSmithKline; Centre Hospitalier Universitaire Vaudois; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; European Regional Development Fund; Federación Española de Enfermedades Raras; National Science Foundation","keywords":"Medicine; Obstructive sleep apnea; Cardiology; Sleep apnea; Internal medicine; Pulse Wave Analysis; Biomarker; Sleep (system call); Pulse (music); Pulse wave velocity; Blood pressure","score_opus":0.02760249502195122,"score_gpt":0.32484988090829303,"score_spread":0.2972473858863418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362602054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893625,0.008138034,0.0010192255,0.00054585293,0.0002046188,0.00023373523,0.000021598611,0.000016654638,0.0004577868],"genre_scores_gemma":[0.9990397,0.00017184658,0.00024794586,0.00019660416,0.00029456036,0.000009340757,0.0000029229284,0.000034709767,0.0000023669988],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9963306,0.0006263871,0.0008865787,0.00035453303,0.0013088492,0.00049302937],"domain_scores_gemma":[0.996669,0.0009193567,0.00024004029,0.00040954124,0.0011948061,0.00056727824],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016817381,0.00024742718,0.001337523,0.0010095355,0.00007206391,0.000009791065,0.00015675771,0.00009885386,0.000082592145],"category_scores_gemma":[0.0046269028,0.00018501161,0.00031451517,0.0016472935,0.0031229348,0.00013049778,0.00010477102,0.0008964813,0.0000035384573],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016508275,0.00009597385,0.37840682,0.00041369573,0.0008636314,0.0031393357,0.0026734837,0.000017127117,0.002710761,0.00027774842,0.000020378973,0.60973024],"study_design_scores_gemma":[0.005306765,0.006829483,0.93853176,0.00042978607,0.0008971017,0.0005331905,0.04416029,0.0002655059,0.00083411497,0.00049141695,0.0014755734,0.0002450034],"about_ca_topic_score_codex":0.00018534886,"about_ca_topic_score_gemma":0.0000065890454,"teacher_disagreement_score":0.6094852,"about_ca_system_score_codex":0.00015083396,"about_ca_system_score_gemma":0.00010992752,"threshold_uncertainty_score":0.99959},"labels":[],"label_agreement":null},{"id":"W4362657207","doi":"10.1002/jdd.13214","title":"Raising global awareness to meet the future needs of dental sleep medicine","year":2023,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Periodontology; Library science; Medicine; Dentistry; Computer science","score_opus":0.02683363698616769,"score_gpt":0.38739663152820963,"score_spread":0.36056299454204194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362657207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98367935,0.000631231,0.00014117487,0.010038011,0.004026454,0.00026248198,0.0000070833926,0.000010591958,0.0012036323],"genre_scores_gemma":[0.9967353,0.000026828862,0.00014329306,0.00030417155,0.0026089877,0.0000045172937,0.000009457471,0.000014742628,0.00015273284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982027,0.000084870204,0.0004784555,0.000091079564,0.00093713077,0.000205792],"domain_scores_gemma":[0.99872583,0.00007475917,0.00027544517,0.00019472509,0.0004946528,0.00023458686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060710125,0.00011586801,0.00028687774,0.00043275082,0.000089941146,0.000018834196,0.00024393392,0.00006268775,0.00018632675],"category_scores_gemma":[0.00032120215,0.00007412957,0.00012061791,0.0016395899,0.000116924704,0.00015799608,0.0000724496,0.00018615171,0.000035299134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010924778,0.0006529033,0.73016405,0.00022090357,0.00042444182,0.00005836246,0.0067661325,0.00006770285,0.07047219,0.0022541971,0.034812655,0.15301396],"study_design_scores_gemma":[0.0021779058,0.00092832156,0.8433911,0.0004317925,0.0002801154,0.0023119794,0.13729098,0.00009171104,0.009473706,0.0006507437,0.0028389664,0.00013264781],"about_ca_topic_score_codex":0.00007164726,"about_ca_topic_score_gemma":0.00004885331,"teacher_disagreement_score":0.15288131,"about_ca_system_score_codex":0.00044036336,"about_ca_system_score_gemma":0.00029701006,"threshold_uncertainty_score":0.30229163},"labels":[],"label_agreement":null},{"id":"W4363646968","doi":"10.1002/jdd.13212","title":"Evaluating a dental sleep apnea mini‐residency program using the Kirkpatrick model","year":2023,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Sleep apnea; Residency training; Medicine; Medical education; Sleep (system call); Dentistry; Psychology; Computer science; Anesthesia; Continuing education","score_opus":0.09322759759323956,"score_gpt":0.46381810880546787,"score_spread":0.3705905112122283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4363646968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964328,0.00036725303,0.00037686308,0.00075729826,0.0010088168,0.0006704734,0.000002355517,0.000028188524,0.00035594834],"genre_scores_gemma":[0.9855266,0.000015271802,0.013066384,0.00007865,0.00080498453,0.000024898942,0.000009190664,0.00003190841,0.00044211236],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99765456,0.00013158243,0.00053886324,0.0001651419,0.0012084333,0.00030143085],"domain_scores_gemma":[0.9985549,0.00010558292,0.00038823966,0.00021170027,0.0005482736,0.0001912906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010247923,0.00013342255,0.00021674836,0.0004567559,0.00018810914,0.00008529549,0.00022346455,0.000068345944,0.0001004137],"category_scores_gemma":[0.0006720304,0.000094966716,0.00020318694,0.0009222627,0.00008686372,0.0003168914,0.000087127366,0.0004521816,0.000072676274],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005504334,0.0023244664,0.23222822,0.00028376837,0.00044499472,0.00011539026,0.0051936307,0.0044466467,0.14859474,0.00015005423,0.002183288,0.6034844],"study_design_scores_gemma":[0.0022919187,0.0011572357,0.10572826,0.00022608727,0.00059922657,0.0037443452,0.031044943,0.84750986,0.006705033,0.00067213847,0.00008939056,0.00023153635],"about_ca_topic_score_codex":0.00003882291,"about_ca_topic_score_gemma":0.000005890582,"teacher_disagreement_score":0.84306324,"about_ca_system_score_codex":0.00051700964,"about_ca_system_score_gemma":0.00075723074,"threshold_uncertainty_score":0.38726303},"labels":[],"label_agreement":null},{"id":"W4363673312","doi":"10.24871/241202349-53","title":"Effects of Continuous Positive Airway Pressure on Nonalcoholic Fatty Liver Disease in Patients with Obstructive Sleep Apnea: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"The Indonesian Journal of Gastroenterology Hepatology and Digestive Endoscopy","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nonalcoholic fatty liver disease; Continuous positive airway pressure; Jadad scale; Transient elastography; Internal medicine; Obstructive sleep apnea; Cohort; Randomized controlled trial; Fatty liver; Cohort study; Gastroenterology; Liver biopsy; Disease; Biopsy","score_opus":0.01110655322218303,"score_gpt":0.27696666394103703,"score_spread":0.265860110718854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4363673312","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.099731945,0.8928915,0.00009078465,0.00019570201,0.00021353296,0.0067156185,0.00013767897,0.000013744467,0.000009475944],"genre_scores_gemma":[0.22564664,0.7733852,0.00008028601,0.00027592748,0.00007851287,0.00036792108,0.000043391945,0.00011154657,0.00001055051],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99299234,0.0034259236,0.0016868071,0.0005526539,0.0006497089,0.0006925765],"domain_scores_gemma":[0.993353,0.002579501,0.0025616775,0.0004841967,0.0006414822,0.0003801479],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00077904,0.00075630477,0.006227431,0.0008378687,0.000097549884,0.000011456757,0.0005145301,0.00030692804,0.000007216928],"category_scores_gemma":[0.0012940334,0.00042118397,0.00056086056,0.00047380998,0.0012788983,0.00012006787,0.0001820466,0.0018549123,0.000010617025],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013998586,0.00081996724,0.4269276,0.54653347,0.005857688,0.003199461,0.00018704166,0.0000016802587,5.755286e-7,0.000078809826,0.000009012034,0.002386126],"study_design_scores_gemma":[0.009575532,0.012755193,0.40765062,0.541325,0.026628686,0.0016123131,0.000037976923,0.000014487947,0.00001064789,0.000023165672,0.00003787541,0.00032852966],"about_ca_topic_score_codex":0.000011774178,"about_ca_topic_score_gemma":0.0000058083474,"teacher_disagreement_score":0.12591471,"about_ca_system_score_codex":0.00016654942,"about_ca_system_score_gemma":0.00020781485,"threshold_uncertainty_score":0.999824},"labels":[],"label_agreement":null},{"id":"W4364361052","doi":"10.1016/j.sleep.2023.04.006","title":"Effect of surgical intervention for childhood OSA on blood pressure: A randomized controlled study","year":2023,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"Chinese University of Hong Kong; Research Grants Council, University Grants Committee","keywords":"Medicine; Randomized controlled trial; Obstructive sleep apnea; Blood pressure; Diastole; Body mass index; Internal medicine; Watchful waiting; Cardiology; Physical therapy","score_opus":0.010377030647925198,"score_gpt":0.3390330966322956,"score_spread":0.32865606598437036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364361052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97678226,0.0010612264,0.00008260545,0.0013922491,0.00058563944,0.018686565,0.000016494723,0.00016099217,0.001231967],"genre_scores_gemma":[0.99642855,0.000041828946,0.00001462709,0.000025632751,0.00055781665,0.0020260778,0.00009324268,0.00004903892,0.0007632086],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9954634,0.0014230607,0.0010200192,0.0004915662,0.0011643791,0.00043758992],"domain_scores_gemma":[0.99205476,0.006650854,0.0002933471,0.00049964176,0.00028882804,0.00021254609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009108784,0.00031075388,0.0031155304,0.00064532366,0.00007017114,0.0000071641316,0.0001761477,0.00011361224,0.0003927871],"category_scores_gemma":[0.008137572,0.00017576305,0.0007855994,0.00061826815,0.00032237486,0.000038280617,0.000076601726,0.00033267954,0.000031668307],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9493078,0.0032576872,0.004181861,0.0010486989,0.011209256,0.00027440334,0.001093539,0.000013667314,0.0018936294,0.0004142966,0.00041816136,0.026887024],"study_design_scores_gemma":[0.95114547,0.028801851,0.002950599,0.00042743701,0.009795673,0.000029009878,0.00030701933,0.0021011147,0.0041232235,0.00007707485,0.000121747384,0.00011978729],"about_ca_topic_score_codex":0.00003281831,"about_ca_topic_score_gemma":0.0000025120796,"teacher_disagreement_score":0.026767235,"about_ca_system_score_codex":0.000021748072,"about_ca_system_score_gemma":0.000015661435,"threshold_uncertainty_score":0.97420204},"labels":[],"label_agreement":null},{"id":"W4365139308","doi":"10.15331/jdsm.7290","title":"Mandibular Advancement Device Effects on the Upper Airway Anatomy and Function: An Umbrella Review","year":2023,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Airway; Anatomy; Medicine; Orthodontics; Surgery","score_opus":0.025972960054454007,"score_gpt":0.35047268572232204,"score_spread":0.32449972566786806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365139308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9261804,0.03349079,0.000115686526,0.0369597,0.0008788771,0.0009131442,0.000001351829,0.000028744693,0.0014312952],"genre_scores_gemma":[0.9739496,0.015896998,0.000103884064,0.008243348,0.0013694494,0.000021655984,0.000014951336,0.000044604352,0.00035549517],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974607,0.00021061201,0.00050046435,0.00022036427,0.0013092959,0.00029854613],"domain_scores_gemma":[0.9985069,0.00036064556,0.00023826069,0.0003074863,0.00020477502,0.00038192948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015292726,0.00020017895,0.00053296017,0.00023514351,0.00013011922,0.000011198962,0.00017029072,0.000056239194,0.0008019497],"category_scores_gemma":[0.0005119043,0.000107338885,0.00010227852,0.00068184943,0.00017783552,0.00014198165,0.00008648024,0.0005530353,0.00010620946],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031700768,0.0006765733,0.13762312,0.006478549,0.0016647137,0.0053617195,0.0005925958,0.000015167195,0.026080795,0.0011662589,0.04265068,0.77451974],"study_design_scores_gemma":[0.022459833,0.036221866,0.53345454,0.028548867,0.0039079846,0.007713304,0.003675111,0.0010486108,0.013176742,0.0006338115,0.3483989,0.0007604374],"about_ca_topic_score_codex":0.000006110142,"about_ca_topic_score_gemma":0.000003700925,"teacher_disagreement_score":0.7737593,"about_ca_system_score_codex":0.00015897167,"about_ca_system_score_gemma":0.000019334242,"threshold_uncertainty_score":0.8780787},"labels":[],"label_agreement":null},{"id":"W4365814262","doi":"10.1016/j.sleep.2023.04.016","title":"Association between obstructive sleep apnea and risk for post-stroke anxiety: A Chinese hospital-based study in noncardiogenic ischemic stroke patients","year":2023,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anxiety; Obstructive sleep apnea; Montreal Cognitive Assessment; Polysomnography; Internal medicine; Stroke (engine); Apnea–hypopnea index; Physical therapy; Beck Anxiety Inventory; Depression (economics); Beck Depression Inventory; Apnea; Psychiatry; Disease; Dementia","score_opus":0.009281910319760452,"score_gpt":0.2835934206698111,"score_spread":0.27431151035005064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365814262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99152344,0.00022886883,0.0001810032,0.0011983356,0.00057549,0.0048401468,0.001085766,0.00016894405,0.00019798023],"genre_scores_gemma":[0.9971228,0.000049691535,0.0002667785,0.00007909196,0.00080503256,0.0004949623,0.00080584537,0.00010566059,0.00027013718],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954425,0.00027583126,0.00079866685,0.00096940115,0.0015607191,0.00095289055],"domain_scores_gemma":[0.9965345,0.0011258869,0.00041897304,0.00059917656,0.00090561685,0.0004158465],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016962613,0.0004967437,0.0011696052,0.00086198386,0.00019519344,0.000025211817,0.00024844776,0.00028445385,0.000047653222],"category_scores_gemma":[0.0054084235,0.00041088636,0.00023303443,0.00129342,0.0001696219,0.00019660623,0.00018253585,0.00080253446,0.000038301012],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056759454,0.0003744201,0.953608,0.00011878372,0.0013343646,0.00002584185,0.0015618688,0.000009915887,0.0017947154,7.1559106e-7,0.00016766069,0.040436164],"study_design_scores_gemma":[0.024467438,0.003692995,0.9651698,0.000051674277,0.001131068,0.0000015382068,0.0022035276,0.002311274,0.00041868858,0.00003267367,0.00019745712,0.0003218718],"about_ca_topic_score_codex":0.00030326928,"about_ca_topic_score_gemma":0.00011563913,"teacher_disagreement_score":0.04011429,"about_ca_system_score_codex":0.0007509296,"about_ca_system_score_gemma":0.000053442924,"threshold_uncertainty_score":0.9998343},"labels":[],"label_agreement":null},{"id":"W4366144764","doi":"10.1016/s2213-2600(23)00139-x","title":"Rapid maxillary expansion in paediatric obstructive sleep apnoea – Authors' reply","year":2023,"lang":"en","type":"letter","venue":"The Lancet Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; University of Toronto; Children's Hospital of Eastern Ontario; Hospital for Sick Children; University of Ottawa","funders":"","keywords":"Obstructive sleep apnea; Medicine; Craniofacial; Scopus; Dentistry; Sleep apnea; Orthodontics; MEDLINE; Internal medicine","score_opus":0.07938520447686984,"score_gpt":0.33278726920066126,"score_spread":0.25340206472379145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366144764","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027923085,0.013533424,0.000021172604,0.9425221,0.0042915577,0.0032805856,0.000109628265,0.0006587449,0.007659688],"genre_scores_gemma":[0.007997293,0.0016903412,0.00016501738,0.88318473,0.101735786,0.0006776656,0.0007029635,0.00066744495,0.0031787716],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9902056,0.0016809342,0.001485737,0.0016362856,0.0030491375,0.00194231],"domain_scores_gemma":[0.993483,0.0017719509,0.000623911,0.0032636651,0.00050512236,0.0003523401],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004648399,0.001016568,0.0027163336,0.0018635279,0.00024943473,0.000038862927,0.0013140864,0.0013987654,0.0008784557],"category_scores_gemma":[0.0040035346,0.0006494118,0.00033612765,0.0030525953,0.0013427176,0.00015083305,0.00059028383,0.009936495,0.0006861835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006592284,0.000039127142,0.0054637077,0.0010060852,0.00029143682,0.011778175,0.00084306445,0.000004408799,0.0009836338,0.00004105357,0.9469889,0.031901214],"study_design_scores_gemma":[0.005648756,0.0010376337,0.050230097,0.0008228419,0.00042490973,0.00032499438,0.00055163563,0.000119381075,0.00025413252,0.00057211437,0.93937165,0.0006418387],"about_ca_topic_score_codex":0.00020684063,"about_ca_topic_score_gemma":0.000025464413,"teacher_disagreement_score":0.09744423,"about_ca_system_score_codex":0.00086892047,"about_ca_system_score_gemma":0.0003029181,"threshold_uncertainty_score":0.9998976},"labels":[],"label_agreement":null},{"id":"W4366431984","doi":"10.1007/978-981-99-0240-8_23","title":"Changes in Positive Airway Pressure Application and Practices in Individuals with Sleep-Related Breathing Disorder During the COVID-19 Pandemic","year":2023,"lang":"en","type":"book-chapter","venue":"Progress in Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Pandemic; Medicine; Positive airway pressure; Coronavirus disease 2019 (COVID-19); Medical prescription; Intensive care medicine; Internal medicine; Obstructive sleep apnea; Nursing","score_opus":0.06803637869986803,"score_gpt":0.40519957372211574,"score_spread":0.3371631950222477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366431984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8466327,0.049073804,0.00004150922,0.039813302,0.00016982059,0.032869253,0.00041315512,0.00051208184,0.030474352],"genre_scores_gemma":[0.9804963,0.0026922799,0.0001437935,0.000055083463,0.00016442758,0.0033185214,0.00019961613,0.0002712526,0.012658725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99327224,0.0008673291,0.0006723419,0.0014742072,0.0025031522,0.0012107044],"domain_scores_gemma":[0.9952175,0.002661589,0.0004994845,0.00085843494,0.00042869645,0.0003343021],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006788761,0.0005195189,0.00081714115,0.0026083651,0.0003155336,0.00018274934,0.0006447076,0.00081428204,0.00009656702],"category_scores_gemma":[0.0015445636,0.00038440654,0.00005621308,0.0012851083,0.0016091445,0.0002830122,0.0010397747,0.0054480378,0.000038132606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008742859,0.00015978348,0.9198107,0.0014737061,0.00042836097,0.0007318012,0.0051191803,0.000053525993,0.000043946977,0.0020191926,0.0000050147373,0.069280475],"study_design_scores_gemma":[0.012664374,0.0012026152,0.95980906,0.0032286341,0.00029912317,0.0008139165,0.0037150197,0.0048406017,0.00012387654,0.0050871945,0.007001436,0.0012141573],"about_ca_topic_score_codex":0.0009602556,"about_ca_topic_score_gemma":0.008647525,"teacher_disagreement_score":0.13386358,"about_ca_system_score_codex":0.0008917972,"about_ca_system_score_gemma":0.00024647327,"threshold_uncertainty_score":0.99986076},"labels":[],"label_agreement":null},{"id":"W4366594008","doi":"10.14814/phy2.15677","title":"Sex differences in body fluid composition in humans with obstructive sleep apnea before and after <scp>CPAP</scp> therapy","year":2023,"lang":"en","type":"article","venue":"Physiological Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alberta Kidney Disease Network; Alberta Health; Foothills Medical Centre; University of Calgary; Royal Inland Hospital; Hotchkiss Brain Institute; University of British Columbia","funders":"American Society of Nephrology","keywords":"Medicine; Obstructive sleep apnea; Extracellular fluid; Body water; Body mass index; Continuous positive airway pressure; Body fluid; Apnea; Internal medicine; Positive airway pressure; Cardiology; Endocrinology; Body weight; Chemistry; Extracellular","score_opus":0.024999266942810683,"score_gpt":0.29087983972130216,"score_spread":0.2658805727784915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366594008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984943,0.00008241042,0.0000113836795,0.0000955536,0.00004963037,0.0007375317,0.0000051756915,0.00008655566,0.00043745924],"genre_scores_gemma":[0.99930495,0.000044162512,0.00008465825,0.000075409145,0.00008236121,0.0002584471,0.00006946382,0.000021101534,0.000059455208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978601,0.00014101065,0.00038408453,0.00067721115,0.00044102428,0.00049660477],"domain_scores_gemma":[0.9991712,0.00019433537,0.00010628831,0.00029687048,0.000083239676,0.00014806187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025716537,0.00024193269,0.0005485635,0.00023178708,0.00006224844,0.000026468155,0.00006854492,0.00014517087,0.00003170598],"category_scores_gemma":[0.00013621374,0.00015059975,0.000058502417,0.00056532666,0.00037105908,0.000116478914,0.00011694146,0.00041864548,0.000008977689],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017058729,0.0002265796,0.9087029,0.00003613779,0.00005244764,0.0032642393,0.0011241043,0.000006713384,0.08237665,0.00004000423,0.000008470084,0.0039911647],"study_design_scores_gemma":[0.00086659903,0.0009781345,0.9888364,0.000053470765,0.000009585163,0.00009573892,0.00068829383,0.00053700013,0.004094079,0.0037542137,0.000010122353,0.00007634118],"about_ca_topic_score_codex":0.00004104799,"about_ca_topic_score_gemma":0.000029292945,"teacher_disagreement_score":0.08013352,"about_ca_system_score_codex":0.000086710636,"about_ca_system_score_gemma":0.000017480672,"threshold_uncertainty_score":0.614128},"labels":[],"label_agreement":null},{"id":"W4366602764","doi":"10.5664/jcsm.10562","title":"Development and initial validation of a questionnaire to measure patient experience with oral appliance therapy","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Patient experience; Physical therapy; Oral appliance; Obstructive sleep apnea; Health care","score_opus":0.14481947402152937,"score_gpt":0.45287767236761967,"score_spread":0.3080581983460903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366602764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937786,0.00021722575,0.0021497589,0.0030607034,0.00028488223,0.00038608018,7.525956e-7,0.0000142151175,0.000107771215],"genre_scores_gemma":[0.9943454,0.000088785826,0.0047575706,0.0003745953,0.00038916327,0.000014763366,0.0000023504876,0.000015689086,0.000011631891],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968351,0.00014594173,0.0012965739,0.00020001078,0.0013186064,0.00020373407],"domain_scores_gemma":[0.99766594,0.00027645705,0.00049661973,0.00016698429,0.0009573905,0.00043661197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020638797,0.00013249448,0.00068266224,0.00022856587,0.000047189194,0.0000058932305,0.0001149512,0.00008449772,0.000051216128],"category_scores_gemma":[0.0023636743,0.00007781136,0.000057170917,0.0005958066,0.0003234544,0.00009877271,0.000043871754,0.00038810598,0.000006796379],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005145377,0.0002879436,0.17227848,0.00006287807,0.00019577937,0.00021495661,0.0042971936,0.000020404901,0.003046791,0.000033485525,0.00015761294,0.8142591],"study_design_scores_gemma":[0.013401923,0.012736615,0.9331419,0.0019510362,0.000102704886,0.00028002053,0.00296627,0.0001776902,0.028845144,0.0000749755,0.0061238497,0.00019789499],"about_ca_topic_score_codex":0.0000072164307,"about_ca_topic_score_gemma":0.000003882947,"teacher_disagreement_score":0.8140612,"about_ca_system_score_codex":0.000049958984,"about_ca_system_score_gemma":0.00014328992,"threshold_uncertainty_score":0.3173055},"labels":[],"label_agreement":null},{"id":"W4366606642","doi":"10.1016/j.sleep.2023.04.017","title":"Heated humidified high flow nasal cannula therapy in children with obstructive sleep apnea: A randomized cross-over trial","year":2023,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; SickKids Foundation; Holland Bloorview Kids Rehabilitation Hospital; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Nasal cannula; Obstructive sleep apnea; Medicine; Randomized controlled trial; Cannula; Anesthesia; Sleep apnea; Apnea; Surgery","score_opus":0.018416079729364078,"score_gpt":0.31646791361903476,"score_spread":0.29805183388967066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366606642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877442,0.00049952243,0.00021831285,0.0020479646,0.001018671,0.0072102216,0.00005408136,0.000398029,0.00080898585],"genre_scores_gemma":[0.99537164,0.00013089522,0.00030991103,0.00042491607,0.0016679629,0.00078706566,0.00067897676,0.00016652195,0.00046210742],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99374515,0.00065146637,0.0011482777,0.0011657489,0.001994532,0.0012948117],"domain_scores_gemma":[0.9968976,0.0007772377,0.00027317606,0.00095626723,0.00053832977,0.00055742695],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002186107,0.0007061532,0.0023487932,0.0012529562,0.0002060547,0.00004877544,0.00041513224,0.0003597128,0.001245305],"category_scores_gemma":[0.0015912814,0.00046107228,0.00026489893,0.002965545,0.0018514744,0.0002343843,0.00014062185,0.0011700987,0.00012028808],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.87062246,0.00041948227,0.09180242,0.000051366744,0.0022892249,0.0004460251,0.0017834939,0.00024495003,0.0030307714,0.00027210635,0.00029982388,0.028737905],"study_design_scores_gemma":[0.71090657,0.0022972096,0.2795703,0.0001036345,0.00022137529,0.0000890432,0.00025768665,0.0041776616,0.0016428704,0.0003084917,0.00005701299,0.0003680954],"about_ca_topic_score_codex":0.0024841349,"about_ca_topic_score_gemma":0.00012414869,"teacher_disagreement_score":0.18776791,"about_ca_system_score_codex":0.0004061134,"about_ca_system_score_gemma":0.00013979014,"threshold_uncertainty_score":0.9997841},"labels":[],"label_agreement":null},{"id":"W4366742996","doi":"10.5664/jcsm.10598","title":"Relevance of cortical arousals for risk stratification in sleep apnea: a 3 cohort analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Heart, Lung, and Blood Institute; National Institute on Aging; Eli Lilly and Company; York University; American Academy of Sleep Medicine Foundation; National Institutes of Health; Case Western Reserve University; Johns Hopkins University; University of Washington; American Heart Association; Sanofi; University of California, Davis; University of Minnesota","keywords":"Medicine; Sleep medicine; Medical school; Gerontology; Family medicine; Sleep disorder; Psychiatry; Insomnia; Medical education","score_opus":0.07838514809965502,"score_gpt":0.4536195912443286,"score_spread":0.3752344431446736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366742996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746223,0.0003437423,0.018803708,0.0045561492,0.0005388348,0.0007792798,0.000020426303,0.000021124983,0.0003144333],"genre_scores_gemma":[0.9954021,0.0006744885,0.0026164101,0.00012943383,0.0010232268,0.000020961666,0.000033893157,0.000027661603,0.0000718462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99303705,0.00055895094,0.0041279513,0.00038868468,0.0014618514,0.0004254911],"domain_scores_gemma":[0.9874063,0.008314944,0.0018282474,0.0005225412,0.001436376,0.0004915949],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.013095653,0.00019780286,0.0022125605,0.001080525,0.00005012092,0.0000070832525,0.00030009146,0.00026260974,0.00017538252],"category_scores_gemma":[0.050293718,0.0001382793,0.0006952505,0.002850332,0.0006105597,0.00012390608,0.00004695115,0.0013023696,0.000014855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029086953,0.0005598502,0.9099044,0.0001269371,0.0022949602,0.00012463289,0.00013867639,0.00038402836,0.0020102758,0.00022357842,0.00042731944,0.08089663],"study_design_scores_gemma":[0.007151123,0.0032287396,0.93167603,0.00013348123,0.003400525,0.000025340463,0.00039065996,0.052123845,0.00035754853,0.0010088146,0.00039973602,0.000104154366],"about_ca_topic_score_codex":0.00003706641,"about_ca_topic_score_gemma":0.00004304298,"teacher_disagreement_score":0.08079247,"about_ca_system_score_codex":0.00009890836,"about_ca_system_score_gemma":0.00010972173,"threshold_uncertainty_score":0.95770603},"labels":[],"label_agreement":null},{"id":"W4366776717","doi":"10.1002/ohn.345","title":"Patterns of Pharyngeal Obstruction and Collapse in Obese and Nonobese Children on Drug‐Induced Sleep Endoscopy","year":2023,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Odds ratio; Body mass index; Confidence interval; Failure to thrive; Obesity; Polysomnography; Percentile; Retrospective cohort study; Obstructive sleep apnea; Internal medicine; Surgery; Apnea","score_opus":0.015050707246751706,"score_gpt":0.29046975040029194,"score_spread":0.2754190431535402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366776717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979698,0.000093878945,0.0000032362468,0.00048487933,0.00016466968,0.0008043181,0.000037748978,0.000048963295,0.0003925064],"genre_scores_gemma":[0.99937975,0.00011798014,0.000102832106,0.00007511204,0.00008737295,0.00005765773,0.000056751087,0.00003207032,0.000090465604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984474,0.00016303759,0.00029135816,0.00045426717,0.00024295143,0.00040099438],"domain_scores_gemma":[0.9992185,0.0001949874,0.00007600661,0.00028359398,0.000062916675,0.00016399061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026605173,0.00018101747,0.0004515573,0.0006541092,0.000050269777,0.000009396478,0.000088801484,0.00015183135,0.000108813234],"category_scores_gemma":[0.00017275981,0.00017259085,0.00003978123,0.00045178767,0.00013357954,0.00008987652,0.00015390091,0.00037496665,0.000029631447],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054569234,0.00010850302,0.9391535,0.000121745805,0.00007425377,0.0002101664,0.00045616596,0.0000011531712,0.05247857,0.00023768975,0.000027001028,0.0065855607],"study_design_scores_gemma":[0.004073781,0.00053262326,0.9699654,0.00005297851,0.000029689782,0.00020849277,0.00019009817,0.0006787688,0.024049057,0.000091316055,0.000016094275,0.0001116938],"about_ca_topic_score_codex":0.0004989086,"about_ca_topic_score_gemma":0.00022197867,"teacher_disagreement_score":0.030811911,"about_ca_system_score_codex":0.00006612061,"about_ca_system_score_gemma":0.000026843996,"threshold_uncertainty_score":0.7038051},"labels":[],"label_agreement":null},{"id":"W4367302764","doi":"10.1212/wnl.0000000000204329","title":"Associations between cerebral small vessel disease and obstructive sleep apnea in patients with ischemic stroke and TIA (S6.006)","year":2023,"lang":"en","type":"article","venue":"Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Foothills Medical Centre","funders":"","keywords":"Obstructive sleep apnea; Medicine; Polysomnography; Cardiology; Stroke (engine); Dementia; Internal medicine; Hyperintensity; Sleep apnea; Leukoaraiosis; Logistic regression; Apnea; Physical therapy; Disease; Magnetic resonance imaging; Radiology","score_opus":0.014298093787907196,"score_gpt":0.25451225108041337,"score_spread":0.24021415729250617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367302764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99711347,0.000023649036,0.000010528676,0.0016551306,0.000059357226,0.00048540317,0.00028415065,0.00005563949,0.00031270113],"genre_scores_gemma":[0.9992962,0.0000027212438,0.000067121204,0.00021845245,0.00007396694,0.000025791871,0.00021779304,0.000031871623,0.00006608993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861807,0.00011322902,0.00018466651,0.00044219368,0.00022935565,0.00041250457],"domain_scores_gemma":[0.99912554,0.00026159472,0.00006860558,0.00019843345,0.00009794309,0.00024789455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009772825,0.00015289892,0.00030552287,0.00021591241,0.00007317464,0.000014809371,0.00007246596,0.00011694875,0.000020368168],"category_scores_gemma":[0.00025662835,0.00013863234,0.000023681689,0.00031801255,0.00022773254,0.00010213361,0.00015682942,0.00046492295,0.000021634722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055605656,0.000051221854,0.9952706,0.000021251204,0.0000891012,0.00005151996,0.00012412948,0.000002689535,0.00016649462,0.000042833977,0.000052811072,0.0035713082],"study_design_scores_gemma":[0.003537733,0.000657777,0.99501324,0.000003846894,0.0000928855,0.0000025748698,0.000014998575,0.00032092724,0.00004960667,0.00007364825,0.00013171957,0.000101059195],"about_ca_topic_score_codex":0.00005002635,"about_ca_topic_score_gemma":0.000032830103,"teacher_disagreement_score":0.003470249,"about_ca_system_score_codex":0.000034473927,"about_ca_system_score_gemma":0.000028923496,"threshold_uncertainty_score":0.56532633},"labels":[],"label_agreement":null},{"id":"W4367304325","doi":"10.1212/wnl.0000000000203282","title":"CPAP Therapy for 4 Months Improves Sleep Quality, Daytime Alertness, Fatigue, and Mental Health in People with Chronic Spinal Cord Injury and Moderate-to-Severe Sleep-Related Breathing Disorder: The Preliminary Results of an Ongoing Prospective Study. (S38.002)","year":2023,"lang":"en","type":"article","venue":"Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Sunnybrook Hospital; University of Toronto; Health Sciences Centre; University Health Network","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Continuous positive airway pressure; Obstructive sleep apnea; Physical therapy; Anxiety; Depression (economics); Hospital Anxiety and Depression Scale; Alertness; Spinal cord injury; Polysomnography; Apnea; Internal medicine; Psychiatry; Spinal cord","score_opus":0.021938061364595866,"score_gpt":0.35302897300763925,"score_spread":0.3310909116430434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367304325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853141,0.00047704895,0.000034840145,0.0076557915,0.00007421077,0.0062453407,0.000090090194,0.000074806696,0.000033785876],"genre_scores_gemma":[0.9989829,0.00013277018,0.00009612319,0.00024173754,0.000040137016,0.00036944487,0.00005651795,0.00005868267,0.000021657796],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9971968,0.0005068421,0.00055681396,0.0008311286,0.00033265218,0.00057577953],"domain_scores_gemma":[0.9987322,0.00033477246,0.00021628803,0.00042906267,0.00012910155,0.00015857031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009789289,0.00027966534,0.000657476,0.00029201928,0.0002898107,0.000029686164,0.00017821943,0.00011884866,0.0000037522639],"category_scores_gemma":[0.00013647,0.00019990034,0.00003719501,0.00060253136,0.00028449998,0.00018256615,0.0002441491,0.0005321966,8.586013e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.38521865,0.0016396833,0.32782492,0.00039905295,0.00047618314,0.00007052285,0.018437237,0.00061618874,0.005463077,0.0001633519,0.000033756463,0.25965735],"study_design_scores_gemma":[0.013310133,0.10726408,0.8454352,0.00003442766,0.00002154717,0.00008832849,0.00096004,0.032405518,0.00015452426,0.00014999263,0.000015963284,0.00016027185],"about_ca_topic_score_codex":0.0024517283,"about_ca_topic_score_gemma":0.003939562,"teacher_disagreement_score":0.51761025,"about_ca_system_score_codex":0.00009467547,"about_ca_system_score_gemma":0.00012855936,"threshold_uncertainty_score":0.81516993},"labels":[],"label_agreement":null},{"id":"W4367314924","doi":"10.3390/medicina59050846","title":"Impact of CPAP Therapy Adherence on Global Cognition in Patients with Moderate to Severe Obstructive Sleep Apnea: A One-Year Follow-Up","year":2023,"lang":"en","type":"article","venue":"Medicina","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; Continuous positive airway pressure; Montreal Cognitive Assessment; Body mass index; Internal medicine; Anxiety; Physical therapy; Apnea–hypopnea index; Sleep apnea; Polysomnography; Apnea; Psychiatry; Cognitive impairment; Disease","score_opus":0.02931074254712517,"score_gpt":0.32075233598731373,"score_spread":0.29144159344018855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367314924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99522185,0.000016058011,0.00009047308,0.0001902024,0.00015707013,0.001553295,0.00012529927,0.000063722364,0.0025820502],"genre_scores_gemma":[0.99941134,0.0000072317794,0.00015911856,0.00010312596,0.00006634234,0.000057121903,0.000109979825,0.000035052883,0.00005068443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99739575,0.0001112607,0.0003100397,0.00047135414,0.0011806899,0.00053088064],"domain_scores_gemma":[0.99864554,0.0001075216,0.000101365564,0.0003736781,0.00048050995,0.00029140193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023778697,0.00025722323,0.00053095137,0.00033552467,0.000050861963,0.000011321207,0.00015181312,0.00011209097,0.0002154579],"category_scores_gemma":[0.00032028047,0.00018611742,0.000095231044,0.0014828977,0.0001492325,0.00011027615,0.00005905278,0.0003153383,0.00014958814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02558444,0.00056362536,0.8904934,0.00007083612,0.00044343655,0.00005776159,0.0017910128,0.0001619398,0.0006396924,0.00006857617,0.00014478885,0.079980515],"study_design_scores_gemma":[0.018531298,0.00853382,0.9702845,0.000291745,0.000044541433,0.000003450632,0.0005749156,0.0005065313,0.0006753894,0.00037543944,0.0000035128492,0.00017484093],"about_ca_topic_score_codex":0.00029614838,"about_ca_topic_score_gemma":0.000057043264,"teacher_disagreement_score":0.07980568,"about_ca_system_score_codex":0.0004713656,"about_ca_system_score_gemma":0.00010970796,"threshold_uncertainty_score":0.75896484},"labels":[],"label_agreement":null},{"id":"W4367320418","doi":"10.1684/orthodfr.2023.112","title":"L’influence du syndrome d’apnées obstructives du sommeil sur la décision thérapeutique orthodontique chez l’enfant et l’adolescent. Partie 1 : Phénotypes du SAOS, temporalité des traitements et effets réciproques sur la croissance","year":2023,"lang":"fr","type":"article","venue":"L Orthodontie Française","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Medicine","score_opus":0.024627893679355042,"score_gpt":0.30979543478205607,"score_spread":0.28516754110270104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367320418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95705616,0.022456797,0.002165795,0.009961271,0.0017980592,0.0030691114,0.000621214,0.0010115943,0.0018600016],"genre_scores_gemma":[0.9719117,0.019203821,0.0028364891,0.00078993017,0.00060042884,0.0005061036,0.00029927693,0.00052866933,0.003323582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98094726,0.008419589,0.0024978183,0.0025735039,0.0025653983,0.0029964147],"domain_scores_gemma":[0.9881354,0.0063901767,0.000946652,0.0017890264,0.001535641,0.0012031271],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0116543565,0.0019432097,0.002975616,0.0011096224,0.0008627997,0.00063418417,0.0013959449,0.0013704395,0.0004470041],"category_scores_gemma":[0.007676872,0.0018448369,0.0011380456,0.0025657369,0.0030085628,0.0032496,0.0011732983,0.0028047934,0.000425463],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015214988,0.0029408552,0.9119178,0.003668074,0.0013962927,0.0080013685,0.0112880105,0.0009330953,0.014892085,0.003213858,0.0038594033,0.036367644],"study_design_scores_gemma":[0.007981055,0.00069636543,0.893606,0.0044523743,0.0005828381,0.0011551765,0.0006818868,0.001854912,0.007690797,0.0005881044,0.07913433,0.0015761451],"about_ca_topic_score_codex":0.00611964,"about_ca_topic_score_gemma":0.0027749545,"teacher_disagreement_score":0.07527493,"about_ca_system_score_codex":0.00045409726,"about_ca_system_score_gemma":0.0009696985,"threshold_uncertainty_score":0.999926},"labels":[],"label_agreement":null},{"id":"W4367320456","doi":"10.1684/orthodfr.2023.117","title":"L’obstruction du nez et du nasopharynx et leur désobstruction médico-chirurgicale influencent-elles significativement la divergence faciale ? Une revue concise des études cliniques majeures avec méta-analyse","year":2023,"lang":"fr","type":"review","venue":"L Orthodontie Française","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Humanities; Psychology; Art","score_opus":0.1003484222243751,"score_gpt":0.3843630115909776,"score_spread":0.2840145893666025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367320456","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24784894,0.7125106,0.011075651,0.0030101475,0.007898804,0.010127053,0.0021828,0.0013523396,0.0039936793],"genre_scores_gemma":[0.0889687,0.8935897,0.008754747,0.00028889198,0.0024355953,0.0011823674,0.0014002351,0.00056823535,0.002811545],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98150843,0.006487914,0.0042720404,0.003153943,0.002526349,0.002051323],"domain_scores_gemma":[0.9886944,0.003493156,0.0024775546,0.0020778384,0.0019060661,0.0013509331],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.006128271,0.0023075754,0.0051917685,0.0014335962,0.0011653785,0.00046520078,0.0015445505,0.001540084,0.0024528159],"category_scores_gemma":[0.0049187304,0.0021618789,0.0025827948,0.0032226196,0.0035091375,0.0012686555,0.0011814793,0.0034127596,0.0012962729],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012213554,0.00184371,0.3764717,0.032936633,0.006853265,0.0035518664,0.00831871,0.0007488034,0.0013178489,0.015152891,0.0014281317,0.5501551],"study_design_scores_gemma":[0.0060616243,0.0014487276,0.16662902,0.019505544,0.01236419,0.0010064349,0.0036261794,0.0018154468,0.0010956785,0.001521138,0.7809491,0.0039768876],"about_ca_topic_score_codex":0.003928945,"about_ca_topic_score_gemma":0.0021478923,"teacher_disagreement_score":0.779521,"about_ca_system_score_codex":0.0011704053,"about_ca_system_score_gemma":0.0009035802,"threshold_uncertainty_score":0.9997561},"labels":[],"label_agreement":null},{"id":"W4367320540","doi":"10.1684/orthodfr.2023.116","title":"L’influence du syndrome d’apnées obstructives du sommeil sur la décision thérapeutique orthodontique chez l’enfant et l’adolescent. Partie 2 : Quels traitements orthodontiques chez l’enfant apnéique ?","year":2023,"lang":"fr","type":"article","venue":"L Orthodontie Française","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Humanities; Philosophy","score_opus":0.021333140989285983,"score_gpt":0.30376261514563474,"score_spread":0.2824294741563488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367320540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94397086,0.0158954,0.009088013,0.013753984,0.004144918,0.0056375135,0.0009256198,0.0018476978,0.0047359695],"genre_scores_gemma":[0.95698047,0.026591862,0.0047667823,0.0019015232,0.0013232034,0.00096077076,0.0005463116,0.0009195022,0.006009603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9736482,0.009266091,0.0039449567,0.0040853233,0.003801919,0.0052535175],"domain_scores_gemma":[0.9865167,0.0046700253,0.0014248304,0.0030878994,0.0020277628,0.0022727812],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.013768237,0.0030249574,0.004121807,0.0021538618,0.0011456043,0.00078247953,0.002219366,0.0025619855,0.0012828596],"category_scores_gemma":[0.0059352308,0.0030154109,0.0019589448,0.004381454,0.003020023,0.0034443813,0.0018912441,0.005034158,0.001126428],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022258984,0.0041370047,0.84553885,0.0040825265,0.002541606,0.015861169,0.011050284,0.0014911034,0.029936943,0.009912241,0.0046827337,0.068539664],"study_design_scores_gemma":[0.009761302,0.0011235102,0.78419596,0.0036820509,0.00088561315,0.0022821196,0.00097123877,0.0038576222,0.014117414,0.00070439215,0.17573737,0.0026814013],"about_ca_topic_score_codex":0.0051250565,"about_ca_topic_score_gemma":0.0020980397,"teacher_disagreement_score":0.17105463,"about_ca_system_score_codex":0.0009431656,"about_ca_system_score_gemma":0.0017017568,"threshold_uncertainty_score":0.9996932},"labels":[],"label_agreement":null},{"id":"W4367604930","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a1049","title":"Cognition and Obstructive Sleep Apnea in Parkinson's Disease, Effect of Positive Airway Pressure Therapy (COPE-PAP Trial)","year":2023,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; McGill University Health Centre; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Positive airway pressure; Medicine; Airway; Sleep apnea; Apnea; Disease; Cognition; Sleep (system call); Cardiology; Audiology; Physical medicine and rehabilitation; Anesthesia; Internal medicine; Psychiatry; Computer science","score_opus":0.01590996397478407,"score_gpt":0.2998169141790041,"score_spread":0.28390695020422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367604930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99166715,0.0007193223,0.000041947373,0.00043872406,0.0001392339,0.0037075353,0.00010210792,0.000090523434,0.003093469],"genre_scores_gemma":[0.9988881,0.00014450507,0.0000620605,0.000043897788,0.00010474946,0.0002842375,0.000102256316,0.000038793532,0.00033144414],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99788636,0.00041886687,0.00029447617,0.00048226793,0.00054319616,0.00037485865],"domain_scores_gemma":[0.99842894,0.00078444125,0.00008736754,0.00027403352,0.00019049385,0.00023470222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005412712,0.00023253047,0.00052325963,0.0004149514,0.00005853074,0.000020024992,0.0000931895,0.00011845679,0.00020829283],"category_scores_gemma":[0.00047362802,0.00017575796,0.00011364743,0.0007787322,0.00026653684,0.00016434646,0.000091177906,0.00028126285,0.00003247744],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.31446195,0.00069686875,0.2878469,0.0010000255,0.0015951147,0.00043561755,0.0015432369,0.00003330759,0.047270432,0.0005827993,0.0002173114,0.34431642],"study_design_scores_gemma":[0.085912324,0.003592971,0.8072962,0.0001361263,0.00025529094,0.000008256893,0.00035932905,0.0029216595,0.0984017,0.00039569027,0.0004620854,0.00025834993],"about_ca_topic_score_codex":0.000075379365,"about_ca_topic_score_gemma":0.0000116355495,"teacher_disagreement_score":0.5194493,"about_ca_system_score_codex":0.00004567661,"about_ca_system_score_gemma":0.000031549505,"threshold_uncertainty_score":0.71672016},"labels":[],"label_agreement":null},{"id":"W4367605828","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a5832","title":"Systematic Review of Current Policies and Their Barriers for Sleep Apnea Diagnosis, and the Implications for Underserved Populations","year":2023,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; Public Health Ontario; University of Toronto","funders":"","keywords":"Sleep apnea; Current (fluid); Sleep (system call); Medicine; Obstructive sleep apnea; Intensive care medicine; Computer science; Cardiology; Engineering; Electrical engineering","score_opus":0.10330113099212607,"score_gpt":0.39628755623303064,"score_spread":0.29298642524090457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367605828","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12103392,0.35884967,0.096866764,0.3186808,0.00057649525,0.10036801,0.0022906894,0.0004939819,0.00083967013],"genre_scores_gemma":[0.9834723,0.008059071,0.00035647972,0.00047893022,0.000042909054,0.007378003,0.000113043345,0.000026923564,0.00007237693],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9991428,0.00007390867,0.0003598865,0.00015406281,0.00009323031,0.0001761053],"domain_scores_gemma":[0.9978032,0.001434079,0.00010096434,0.00030713336,0.0002488958,0.0001057227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006947137,0.00009884916,0.00044860016,0.00010147902,0.0001804342,0.000015684627,0.000080557074,0.000025437375,0.000008679599],"category_scores_gemma":[0.0027102341,0.000052296018,0.000121406934,0.00031009607,0.00021746138,0.000041205134,0.000057613226,0.000050791445,9.2904486e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062591986,0.00004949672,0.015161795,0.6302727,0.00046624272,4.7422137e-8,0.000983284,0.0000014405956,0.00016018393,0.34725714,0.0020747022,0.0035103867],"study_design_scores_gemma":[0.04085121,0.0019126981,0.31245723,0.22972074,0.01378797,0.0001294712,0.052524623,0.10165196,0.0032664274,0.23731655,0.004477822,0.001903293],"about_ca_topic_score_codex":0.00002020109,"about_ca_topic_score_gemma":0.00002449748,"teacher_disagreement_score":0.8624383,"about_ca_system_score_codex":0.00002578609,"about_ca_system_score_gemma":0.000020818501,"threshold_uncertainty_score":0.3244599},"labels":[],"label_agreement":null},{"id":"W4367606908","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a6276","title":"All Apneas and Hypopneas Are Not Created Equal: Event-related Hypoxia Burden Affects Changes in Electroencephalographic Cortical Activity in Obstructive Sleep Apnea Patients","year":2023,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Hypoxia (environmental); Obstructive sleep apnea; Apnea; Electroencephalography; Sleep apnea; Sleep (system call); Medicine; Neuroscience; Cardiology; Anesthesia; Psychology; Computer science; Physics","score_opus":0.022108175883650213,"score_gpt":0.29299372230145404,"score_spread":0.2708855464178038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367606908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953591,0.00006090855,0.000025295294,0.0016556224,0.00016047165,0.001927152,0.000030338828,0.0002829986,0.00049806025],"genre_scores_gemma":[0.9991765,0.00006962045,0.000051694242,0.00013392366,0.0000551576,0.00021754407,0.00011102379,0.0000837283,0.00010079829],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99542093,0.00061998126,0.0004568507,0.0010911324,0.000989453,0.0014216475],"domain_scores_gemma":[0.99791455,0.0007155516,0.0001687668,0.00047132632,0.0002332158,0.0004965779],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00067335693,0.0004950092,0.00088374974,0.0016518325,0.00010491469,0.000050212744,0.00022334204,0.0004201862,0.00012463328],"category_scores_gemma":[0.0013137393,0.00045100594,0.00011933664,0.0032562814,0.00043448168,0.00027055258,0.00030253158,0.0012878736,0.00007652432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017475849,0.0006447081,0.9181048,0.00016065006,0.000306653,0.0006413894,0.0008510272,0.000025572954,0.057832588,0.00026600997,0.000018376222,0.019400615],"study_design_scores_gemma":[0.0064839954,0.0008885189,0.96007746,0.000087967695,0.000083208964,0.000029943245,0.0006202149,0.01886222,0.012117414,0.0003472424,0.000015492926,0.00038630998],"about_ca_topic_score_codex":0.00067669613,"about_ca_topic_score_gemma":0.0018866459,"teacher_disagreement_score":0.04571517,"about_ca_system_score_codex":0.00039012326,"about_ca_system_score_gemma":0.00003995671,"threshold_uncertainty_score":0.9997942},"labels":[],"label_agreement":null},{"id":"W4367607208","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a6716","title":"Identification of Children at High Risk for Obstructive Sleep Apnea: A Cluster Analysis Approach","year":2023,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; Queen's University; University of Toronto","funders":"","keywords":"Cluster (spacecraft); Obstructive sleep apnea; Identification (biology); Computer science; Sleep apnea; Sleep (system call); Medicine; Internal medicine; Computer network; Biology","score_opus":0.01627788148832027,"score_gpt":0.29184944122529016,"score_spread":0.2755715597369699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367607208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9364095,0.00001998092,0.060819387,0.00023270206,0.00006810748,0.001470398,0.00024649967,0.00010816327,0.0006252802],"genre_scores_gemma":[0.99271363,0.00000718191,0.0040505775,0.000020365582,0.00009730197,0.00020847953,0.0008048959,0.000033424578,0.0020641654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979763,0.0000940403,0.00048269078,0.0005396834,0.00055676134,0.00035049405],"domain_scores_gemma":[0.9983632,0.00022251271,0.00023340088,0.0006241022,0.00042994262,0.00012684148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006251713,0.00016082017,0.00047610956,0.0008417986,0.00013121443,0.00001736965,0.00017285257,0.00012029923,0.00014646596],"category_scores_gemma":[0.00039038569,0.0001323642,0.00036756412,0.0023729582,0.00016691549,0.00009813504,0.00016769838,0.00014969708,0.00009586094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011627633,0.00034230505,0.9401485,0.00022978091,0.011194872,0.00000201113,0.0009809148,0.0021173859,0.016671546,0.0016933483,0.0007193868,0.024737237],"study_design_scores_gemma":[0.0019956743,0.00009638015,0.84097713,0.0000017557612,0.0020050833,0.000005099177,0.0003414513,0.12923533,0.024872182,0.00033795272,0.000010930552,0.00012106471],"about_ca_topic_score_codex":0.00019498421,"about_ca_topic_score_gemma":0.000026181086,"teacher_disagreement_score":0.12711793,"about_ca_system_score_codex":0.00016436695,"about_ca_system_score_gemma":0.000012883987,"threshold_uncertainty_score":0.5397656},"labels":[],"label_agreement":null},{"id":"W4367608013","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a2707","title":"The Association Between Obstructive Sleep Apnea, Circulating Cytokines, and Incident Cancer","year":2023,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency; University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Medicine; Association (psychology); Sleep (system call); Cancer; Sleep apnea; Internal medicine; Oncology; Computer science; Psychology","score_opus":0.027021918674107095,"score_gpt":0.3232775184001179,"score_spread":0.29625559972601084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367608013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928966,0.00021065384,0.00012387735,0.0030916433,0.00018142001,0.00043371282,0.000016604823,0.00013498236,0.0029105141],"genre_scores_gemma":[0.9980385,0.00005701675,0.00009790246,0.00005763749,0.0004315958,0.00006756212,0.000018589071,0.000024178504,0.0012070544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828666,0.00008020083,0.00023701799,0.000266649,0.0007124182,0.00041704183],"domain_scores_gemma":[0.9984803,0.00078099984,0.00011222404,0.00019706794,0.00030031055,0.00012907076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000699531,0.00011699153,0.00020681416,0.000119178905,0.0003412923,0.00007607748,0.000087554734,0.00009758655,0.00006520478],"category_scores_gemma":[0.0009927878,0.00008006479,0.000052251893,0.0006430748,0.00007727321,0.00010562264,0.00016970007,0.00029132576,0.000063714695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013995008,0.0000037747152,0.8838631,0.00001823821,0.00023739533,0.000009630236,0.00026090798,0.0000055621076,0.00259182,0.00027546895,0.00008838777,0.112631746],"study_design_scores_gemma":[0.00061253604,0.000028781307,0.99271643,0.00001189133,0.00008532897,0.0000050493504,0.00084207323,0.00276517,0.0014657922,0.00055037736,0.0008292122,0.00008735798],"about_ca_topic_score_codex":0.00042684292,"about_ca_topic_score_gemma":0.000110405555,"teacher_disagreement_score":0.11254439,"about_ca_system_score_codex":0.00055196794,"about_ca_system_score_gemma":0.000031113756,"threshold_uncertainty_score":0.32649472},"labels":[],"label_agreement":null},{"id":"W4367608019","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a5839","title":"The Relationship Between Obstructive Sleep Apnea and Adverse COVID-19 Outcomes at King Abdullah Medical City, Makkah, Saudi Arabia","year":2023,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Obstructive sleep apnea; Coronavirus disease 2019 (COVID-19); Medicine; Internal medicine","score_opus":0.08482572869313891,"score_gpt":0.3778428171942896,"score_spread":0.29301708850115066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367608019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95814115,0.00008900425,0.0007883325,0.03392175,0.00028503753,0.0008376078,0.00003275749,0.00036059917,0.005543746],"genre_scores_gemma":[0.99412465,0.000023956432,0.00033911355,0.0007239401,0.0002368908,0.000058645426,0.00006881431,0.000047599216,0.004376372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996072,0.00028752777,0.00052585854,0.0006116253,0.0017513533,0.0007516354],"domain_scores_gemma":[0.9888594,0.009145894,0.00012248229,0.00061633013,0.00015538448,0.0011004967],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001696606,0.00028394395,0.00047383067,0.00031558136,0.0010438466,0.000049457805,0.00032610292,0.0002949098,0.00081759796],"category_scores_gemma":[0.017449014,0.00018824227,0.00016607373,0.000917713,0.0009845307,0.0001392984,0.0008430906,0.00080956524,0.00045549223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010576963,0.000015508758,0.9858165,0.00007849701,0.00022560114,0.00014426408,0.00045691556,0.000002815541,0.000031408596,0.004981978,0.00064641715,0.007494352],"study_design_scores_gemma":[0.002291786,0.00007384592,0.9869555,0.000018470913,0.000104522056,0.00008205814,0.0014239253,0.0007714425,0.00006758502,0.004916275,0.0030959148,0.00019862896],"about_ca_topic_score_codex":0.00021806339,"about_ca_topic_score_gemma":0.00041826442,"teacher_disagreement_score":0.035983503,"about_ca_system_score_codex":0.00057570793,"about_ca_system_score_gemma":0.00014194706,"threshold_uncertainty_score":0.99082744},"labels":[],"label_agreement":null},{"id":"W4367609033","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a6504","title":"The Long-term Impacts of the COVID-19 Pandemic on Obstructive Sleep Apnea (OSA)-related Healthcare","year":2023,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Health Sciences Centre; Toronto General Hospital; University of Toronto; Sunnybrook Health Science Centre; University of Calgary; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Obstructive sleep apnea; Pandemic; Coronavirus disease 2019 (COVID-19); Term (time); Health care; Medicine; Sleep apnea; Intensive care medicine; Cardiology; Internal medicine; Economics; Disease","score_opus":0.055239593834096934,"score_gpt":0.3728533523987931,"score_spread":0.31761375856469615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367609033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9724847,0.00019599985,0.000028648272,0.023092246,0.00051765156,0.0014412818,0.00004332269,0.00022845923,0.0019676539],"genre_scores_gemma":[0.9971921,0.00008624335,0.000011524419,0.0011009059,0.00008330668,0.00004449833,0.000028238883,0.000046690544,0.0014065008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99693817,0.00039094008,0.0004795419,0.0004231374,0.0010339532,0.0007342739],"domain_scores_gemma":[0.9966708,0.0013143505,0.0001908835,0.0010238857,0.0002792305,0.00052085385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008781103,0.00024051753,0.00035929604,0.00020259427,0.0004670275,0.000027872324,0.00047745768,0.0002020394,0.00023440785],"category_scores_gemma":[0.0023628494,0.000120429,0.00022887347,0.0014517047,0.0006564767,0.00006588038,0.00028590517,0.00083216414,0.00023388861],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061038457,0.000066335124,0.95989674,0.00023775044,0.00037628904,0.00006226098,0.0012689172,0.000025969606,0.00475407,0.0041470686,0.00049326336,0.028060965],"study_design_scores_gemma":[0.0023845106,0.00041249226,0.98943174,0.00005100101,0.00006415817,0.00016137662,0.0012994442,0.0004919671,0.003950676,0.0013301926,0.00027198537,0.00015046306],"about_ca_topic_score_codex":0.00042441473,"about_ca_topic_score_gemma":0.00053958833,"teacher_disagreement_score":0.029535009,"about_ca_system_score_codex":0.0006348931,"about_ca_system_score_gemma":0.0002671438,"threshold_uncertainty_score":0.49109522},"labels":[],"label_agreement":null},{"id":"W4367609164","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a6719","title":"Obstructive Sleep Apnea Screening in Children With Asthma","year":2023,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Asthma; Obstructive sleep apnea; Medicine; Sleep (system call); Sleep apnea; Cardiology; Internal medicine; Computer science","score_opus":0.017768852569223368,"score_gpt":0.28643937945129605,"score_spread":0.26867052688207266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367609164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843873,0.000021007068,0.0018079657,0.00056953676,0.00003069824,0.0006559394,0.00000671311,0.00023704201,0.012283843],"genre_scores_gemma":[0.9933761,0.0000021820374,0.005588677,0.00008086754,0.00010007315,0.000043767286,0.000052588715,0.000044744724,0.0007110125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982595,0.000047964775,0.00018467619,0.00041372413,0.0005579763,0.0005361935],"domain_scores_gemma":[0.99928606,0.00006814307,0.000033000117,0.00032352615,0.0001106617,0.00017862995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022698595,0.00016603575,0.0002638007,0.00052524434,0.00006123913,0.000022640985,0.00012673187,0.00007743561,0.00047695986],"category_scores_gemma":[0.000109385335,0.00012528547,0.000050666986,0.0015664365,0.0001463868,0.00014186745,0.00012566776,0.00038978993,0.000346395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019337914,0.00003831092,0.90186095,0.000009745388,0.00016629879,0.000097877666,0.0001651002,0.0000684978,0.00065818615,0.0005279995,0.00003600042,0.09617765],"study_design_scores_gemma":[0.0025426927,0.00022462351,0.9881658,0.000020052277,0.000014715255,0.00016222795,0.000807149,0.0052818432,0.0024990917,0.00007254666,0.0000633961,0.00014587204],"about_ca_topic_score_codex":0.00024101752,"about_ca_topic_score_gemma":0.000062219384,"teacher_disagreement_score":0.09603178,"about_ca_system_score_codex":0.00006457243,"about_ca_system_score_gemma":0.00002250865,"threshold_uncertainty_score":0.5222376},"labels":[],"label_agreement":null},{"id":"W4367668620","doi":"10.1371/journal.pone.0282860","title":"The potential effects of untreated sleep-related breathing disorders on neuropathic pain, spasticity, and cardiovascular dysfunction following spinal cord injury: A cross-sectional prospective study protocol","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Parkwood Institute; Western University; Sunnybrook Health Science Centre; Lawson Health Research Institute; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Ontario Neurotrauma Foundation","keywords":"Medicine; Neuropathic pain; Spasticity; Spinal cord injury; Continuous positive airway pressure; Autonomic dysreflexia; Anesthesia; Physical therapy; Physical medicine and rehabilitation; Spinal cord; Obstructive sleep apnea","score_opus":0.020347546172778754,"score_gpt":0.29892245405195994,"score_spread":0.2785749078791812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367668620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92712057,0.000025526466,0.000339812,0.000048661837,0.00013199922,0.07205392,0.000004678326,0.00018769369,0.0000871299],"genre_scores_gemma":[0.9754788,0.0000045679903,0.00002275784,0.000008066355,0.00010573315,0.024260012,0.000007322953,0.000060404695,0.000052308555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958934,0.0009886515,0.0003994102,0.000629181,0.0016563106,0.00043304428],"domain_scores_gemma":[0.99850386,0.0004792747,0.00011444491,0.0004265759,0.00034726743,0.00012856355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024674803,0.0002610805,0.0004990798,0.0003006627,0.0005539039,0.00009441425,0.00012312004,0.000118991746,0.000008769323],"category_scores_gemma":[0.0030407545,0.00019886896,0.0002607235,0.00097169634,0.00023431356,0.000117435906,0.00018045066,0.00067652395,0.000022578059],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012968337,0.0033477703,0.92821795,0.0008993658,0.007843014,0.00037303029,0.00018868665,0.00017675808,0.020531086,0.00005099578,0.0000015965987,0.02540141],"study_design_scores_gemma":[0.0072384966,0.015235774,0.9599983,0.00030012373,0.00080590625,0.000011825328,0.00019433451,0.0111115035,0.0046867765,0.00024599055,0.0000014004156,0.00016958069],"about_ca_topic_score_codex":0.000109356544,"about_ca_topic_score_gemma":0.0000058807714,"teacher_disagreement_score":0.048358247,"about_ca_system_score_codex":0.00015457677,"about_ca_system_score_gemma":0.0000434829,"threshold_uncertainty_score":0.81096405},"labels":[],"label_agreement":null},{"id":"W4368341188","doi":"10.1016/j.trf.2023.04.014","title":"Risk of OSA affects reaction time and driving performance more than insomnia in the Canadian Longitudinal Study on Aging","year":2023,"lang":"en","type":"article","venue":"Transportation Research Part F Traffic Psychology and Behaviour","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; Jewish General Hospital; Mount Sinai Hospital; McGill University","funders":"Lady Davis Institute for Medical Research; Canadian Institutes of Health Research; Ministère des Transports; Canada Foundation for Innovation; Government of Canada","keywords":"Insomnia; Obstructive sleep apnea; Cohort; Cognition; Medicine; Cohort study; Association (psychology); Poison control; Population; Sleep apnea; Longitudinal study; Injury prevention; Human factors and ergonomics; Psychology; Physical medicine and rehabilitation; Psychiatry; Internal medicine; Environmental health","score_opus":0.09246725792653698,"score_gpt":0.42460781700399775,"score_spread":0.33214055907746076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4368341188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976441,0.000025533569,3.828335e-7,0.0011377274,0.000047060425,0.0009888572,0.000022086972,0.000027806098,0.00010642748],"genre_scores_gemma":[0.9995911,0.00012116334,0.000008517155,0.000017528115,0.000031220767,0.00008968918,0.00007694007,0.000014658361,0.000049195136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979471,0.00041292162,0.00021764637,0.00038747108,0.00058392884,0.0004509612],"domain_scores_gemma":[0.99917185,0.00026253346,0.0000473153,0.00024350913,0.00010992076,0.00016484523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00249041,0.000120331715,0.0002056819,0.0008504922,0.00032084214,0.00001776016,0.00010547929,0.00011473317,0.000019200834],"category_scores_gemma":[0.000060362803,0.00009435818,0.000029185623,0.0008997976,0.00033828584,0.0000925293,0.00000478694,0.0009208448,0.000018162946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019855284,0.00029346813,0.98641354,0.000025690719,0.000033793505,0.00022903303,0.0041351146,0.000015417494,0.00079356175,0.000008212312,0.00008092144,0.007772688],"study_design_scores_gemma":[0.0016234408,0.0010948963,0.9945647,0.00006438498,0.000047953876,0.000013961207,0.0021880767,0.0002492165,0.000054035347,0.000003865021,0.000023336852,0.00007211499],"about_ca_topic_score_codex":0.0049082353,"about_ca_topic_score_gemma":0.1334883,"teacher_disagreement_score":0.12858006,"about_ca_system_score_codex":0.000044116005,"about_ca_system_score_gemma":0.000059739676,"threshold_uncertainty_score":0.88232327},"labels":[],"label_agreement":null},{"id":"W4375853669","doi":"10.7326/m22-3473","title":"Comparative Efficacy and Safety of Wakefulness-Promoting Agents for Excessive Daytime Sleepiness in Patients With Obstructive Sleep Apnea","year":2023,"lang":"en","type":"review","venue":"Annals of Internal Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Toronto; McMaster University","funders":"","keywords":"Modafinil; Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; Randomized controlled trial; Placebo; Excessive daytime sleepiness; Internal medicine; Continuous positive airway pressure; Adverse effect; Anesthesia; Polysomnography; Apnea; Sleep disorder; Psychiatry; Insomnia","score_opus":0.12548285364983908,"score_gpt":0.42638534907412085,"score_spread":0.30090249542428177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375853669","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12748963,0.8565554,0.0005859933,0.0003213663,0.00075905194,0.012365906,0.000995281,0.00006499537,0.0008623812],"genre_scores_gemma":[0.31545067,0.6780763,0.00085320073,0.00021676415,0.0012546482,0.0010934781,0.0020263877,0.00062817085,0.0004003464],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.995277,0.00027826,0.0019742209,0.00080722425,0.0010649113,0.0005983682],"domain_scores_gemma":[0.9939028,0.0017958649,0.0017459039,0.0005015578,0.0017522955,0.00030155282],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008454629,0.00069157773,0.0049903234,0.0011118216,0.000052991207,0.000008271454,0.00045574905,0.0002741061,0.00006974604],"category_scores_gemma":[0.0018499652,0.00045547218,0.00027280088,0.0010327302,0.0009406956,0.00014540074,0.00028157703,0.0007635923,0.000006528073],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005875751,0.0007137957,0.008978242,0.053797796,0.0044306596,0.00009517411,0.0025836998,0.000003855068,0.0000080105365,0.00014334555,0.00011352906,0.92325616],"study_design_scores_gemma":[0.06329699,0.025725547,0.31962296,0.5359142,0.0063366676,0.0001567351,0.0026839892,0.0010417277,0.0010734224,0.00048676296,0.04126182,0.002399212],"about_ca_topic_score_codex":0.00011395069,"about_ca_topic_score_gemma":0.000012585964,"teacher_disagreement_score":0.92085695,"about_ca_system_score_codex":0.000112582595,"about_ca_system_score_gemma":0.000097028664,"threshold_uncertainty_score":0.9997897},"labels":[],"label_agreement":null},{"id":"W4375861309","doi":"10.1007/s11325-023-02843-y","title":"Electroencephalographic slowdowns during sleep are associated with cognitive impairment in patients who have obstructive sleep apnea but no dementia","year":2023,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Obstructive sleep apnea; Dementia; Polysomnography; Non-rapid eye movement sleep; Medicine; Audiology; Sleep apnea; Neuropsychology; Cognition; Electroencephalography; Psychology; Internal medicine; Psychiatry","score_opus":0.008367974782750358,"score_gpt":0.23802307174688087,"score_spread":0.2296550969641305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375861309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99696356,0.00014036217,0.000068071924,0.00013708383,0.00013027662,0.0015028997,0.00010088372,0.00019454994,0.00076231465],"genre_scores_gemma":[0.99907,0.000030169707,0.00007092731,0.00009194258,0.00010753043,0.00017034485,0.00025043247,0.000088773166,0.000119910444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99591076,0.00022637399,0.00051458087,0.00096965354,0.001040723,0.0013379283],"domain_scores_gemma":[0.99817413,0.0002230378,0.00027176988,0.0002967904,0.0006595575,0.00037473568],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045408934,0.0005062107,0.00072027516,0.0009643452,0.00043490846,0.00010877958,0.0001729938,0.00023030261,0.000061907755],"category_scores_gemma":[0.00040609972,0.0004429995,0.00014731122,0.0013787171,0.00031193846,0.00040966796,0.00025032542,0.0008938733,0.000041722058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011771293,0.0004435086,0.98595744,0.00013831876,0.0013673025,0.0006113155,0.0020010364,0.000016565578,0.00064501545,0.000010433612,0.000006784201,0.007625147],"study_design_scores_gemma":[0.0103940945,0.0011046276,0.9763532,0.00054885086,0.0003975853,0.00004153021,0.0031837486,0.005855814,0.0016164833,0.00006395196,0.0000027064707,0.00043737667],"about_ca_topic_score_codex":0.0002067667,"about_ca_topic_score_gemma":0.00020507933,"teacher_disagreement_score":0.009604213,"about_ca_system_score_codex":0.000390058,"about_ca_system_score_gemma":0.000027511029,"threshold_uncertainty_score":0.9998022},"labels":[],"label_agreement":null},{"id":"W4375862246","doi":"10.1016/j.chest.2023.02.034","title":"Response","year":2023,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Exercise intolerance; Obstructive sleep apnea; Polysomnography; Scopus; Hypoxemia; Physical therapy; Cardiology; Sleep apnea; Internal medicine; Apnea; MEDLINE; Heart failure","score_opus":0.06009938679034075,"score_gpt":0.345343813206818,"score_spread":0.28524442641647724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375862246","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007713284,0.00019154938,0.00007143019,0.98836577,0.001453619,0.00020635633,0.000017731105,0.0000924401,0.0018878173],"genre_scores_gemma":[0.0014404481,0.00016497486,0.0016197633,0.8569918,0.04331586,0.000025927427,0.00011962325,0.00043964098,0.09588195],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972045,0.0003265911,0.00034979783,0.00028347006,0.0011870178,0.00064864475],"domain_scores_gemma":[0.9982757,0.00052474346,0.00016046358,0.0004390063,0.0003474626,0.0002526559],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012631345,0.00024762432,0.0004501816,0.0006591335,0.00014491126,0.00011368242,0.00029116397,0.0006971166,0.0011727366],"category_scores_gemma":[0.0016904516,0.00020032942,0.00030775557,0.00033943873,0.00016897968,0.00005981756,0.000105041065,0.007887366,0.0029758501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053616444,0.000014620567,0.00040806888,0.00019016155,0.000223426,0.03579878,0.00006996404,1.2096461e-7,0.0013376805,6.925178e-7,0.95813155,0.0032887827],"study_design_scores_gemma":[0.0009380825,0.00026015704,0.012132607,0.00018496776,0.00010132223,0.0072298828,0.000043749616,0.000010015274,0.00042854997,0.00012899228,0.9783707,0.00017095695],"about_ca_topic_score_codex":0.0000022305676,"about_ca_topic_score_gemma":2.4508466e-7,"teacher_disagreement_score":0.13137396,"about_ca_system_score_codex":0.0005249377,"about_ca_system_score_gemma":0.00034895074,"threshold_uncertainty_score":0.9997403},"labels":[],"label_agreement":null},{"id":"W4376106228","doi":"10.1016/j.jclinane.2023.111144","title":"The effectiveness of supplemental oxygen and high-flow nasal cannula therapy in patients with obstructive sleep apnea in different clinical settings: A systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; London Health Sciences Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Randomized controlled trial; Nasal cannula; Oxygen therapy; Meta-analysis; Obstructive sleep apnea; Anesthesia; Polysomnography; Apnea; Sleep apnea; Randomization; Internal medicine; Surgery; Cannula","score_opus":0.07705114979991545,"score_gpt":0.4152261966743211,"score_spread":0.33817504687440564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376106228","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06542464,0.928278,0.000008058875,0.000436005,0.00005210986,0.0057400223,0.000053915108,0.00000592353,0.0000013191191],"genre_scores_gemma":[0.018177532,0.98104846,0.00020603591,0.000106146224,0.0000839881,0.0002343866,0.000047210728,0.00008586119,0.0000103986395],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9801676,0.010656068,0.006763147,0.0006493442,0.0013361877,0.00042762468],"domain_scores_gemma":[0.9771226,0.017052159,0.0041646655,0.00064581103,0.0006662679,0.00034849477],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.017715821,0.0006583229,0.018170552,0.0006008954,0.000057241177,0.000046712838,0.00048358916,0.00038945465,0.000024615701],"category_scores_gemma":[0.0036065488,0.00028094382,0.0029233454,0.0012553742,0.0007104095,0.00010846528,0.00013566203,0.0018721053,0.0000016915185],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030134807,0.0015261556,0.16847727,0.5368182,0.24200344,0.0006755031,0.00006016156,0.0000016449426,3.295051e-8,0.000037346235,0.000010987872,0.047375746],"study_design_scores_gemma":[0.006623978,0.0041371696,0.4601232,0.05422401,0.47369957,0.00026112876,0.000079535545,0.000029741377,2.909046e-7,0.00006782569,0.000349776,0.00040377327],"about_ca_topic_score_codex":0.000026468368,"about_ca_topic_score_gemma":0.000027868618,"teacher_disagreement_score":0.48259422,"about_ca_system_score_codex":0.0001499144,"about_ca_system_score_gemma":0.00019051119,"threshold_uncertainty_score":0.9999643},"labels":[],"label_agreement":null},{"id":"W4376110297","doi":"10.1007/s12630-023-02479-2","title":"Parents’ perspective on recovery at home following adenotonsillectomy: a prospective single-centre qualitative analysis","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"McGill University","keywords":"Psychology","score_opus":0.02516273424582325,"score_gpt":0.2981187862877315,"score_spread":0.2729560520419082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376110297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987541,0.00064724754,0.0000122296615,0.009207378,0.00041872982,0.00057277095,0.0000320275,0.00003770403,0.001530906],"genre_scores_gemma":[0.99675125,0.000024557408,0.00020911478,0.0001243723,0.00056577986,0.000010128819,0.000025291029,0.00012411144,0.0021654174],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9939616,0.00072646793,0.0011484522,0.0006472104,0.0016875111,0.0018287766],"domain_scores_gemma":[0.99154234,0.00058846304,0.0008473896,0.0004787413,0.0022771137,0.004265972],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023461038,0.00060599676,0.0015544002,0.0060157077,0.0010134645,0.00031248239,0.00060894294,0.00031088345,0.0005555525],"category_scores_gemma":[0.0018169394,0.0005442766,0.0016120595,0.005499094,0.0003970582,0.0005137828,0.000030426017,0.0016604472,0.00017168892],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001630673,0.00016793558,0.0929262,0.00004294958,0.006712131,0.8536519,0.040030982,0.00056146586,0.0002665887,0.0004820262,0.0026579301,0.0008692446],"study_design_scores_gemma":[0.0065091397,0.0064053787,0.14020476,0.00066361204,0.0040367306,0.7190954,0.11754654,0.00016069273,0.00064599613,0.0019571916,0.0015062944,0.0012682357],"about_ca_topic_score_codex":0.0058125714,"about_ca_topic_score_gemma":0.028818414,"teacher_disagreement_score":0.13455646,"about_ca_system_score_codex":0.014989846,"about_ca_system_score_gemma":0.0039758263,"threshold_uncertainty_score":0.9997009},"labels":[],"label_agreement":null},{"id":"W4376877081","doi":"10.6000/1929-6029.2023.12.06","title":"Obstructive Sleep Apnea Syndrome Associated with Atrial Fibrillation in Adult Patients: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"International Journal of Statistics in Medical Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Atrial fibrillation; Medicine; Internal medicine; Cardiology; Sleep apnea; Meta-analysis; Apnea; Continuous positive airway pressure; Observational study","score_opus":0.11303192087362406,"score_gpt":0.4632620003369028,"score_spread":0.3502300794632787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376877081","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013555502,0.9945134,0.00060483755,0.00058476813,0.00014955451,0.0030003008,0.00095841783,0.000008626201,0.000044519977],"genre_scores_gemma":[0.0011225755,0.99743974,0.0006136851,0.000049019716,0.00010803054,0.00007490426,0.00042412567,0.00007065633,0.00009723427],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98279303,0.0030745307,0.0032478175,0.00051052147,0.009832223,0.0005418547],"domain_scores_gemma":[0.9788646,0.011861148,0.0015056538,0.00032151473,0.006952791,0.0004943002],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009883899,0.0003992957,0.0069367606,0.0044175806,0.000045205757,0.00009735918,0.0008250111,0.00040966057,0.00046776724],"category_scores_gemma":[0.099828206,0.00025273178,0.0010207414,0.0036171277,0.00047469826,0.00015411453,0.00033732524,0.0031151518,0.000024533723],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033233198,0.0003157337,0.0015383682,0.47885975,0.46202695,0.015320241,0.00019443079,0.000018733399,1.2071511e-8,0.0011992084,0.00011040695,0.04008384],"study_design_scores_gemma":[0.0056532403,0.0016302203,0.0032262707,0.2940424,0.68931323,0.0017153855,0.00021455737,0.0018174113,6.018366e-8,0.0011360517,0.00056344125,0.0006877165],"about_ca_topic_score_codex":0.000117785654,"about_ca_topic_score_gemma":0.00032419775,"teacher_disagreement_score":0.2272863,"about_ca_system_score_codex":0.0017439768,"about_ca_system_score_gemma":0.00085137645,"threshold_uncertainty_score":0.9999925},"labels":[],"label_agreement":null},{"id":"W4378219756","doi":"10.1101/2023.05.24.541054","title":"Concomitant effects of orchiectomy and intermittent hypoxia on hepatic oxidative stress, expression of flavin-containing monooxygenases and transcriptomic profile in mice","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Oxidative stress; Endocrinology; Internal medicine; Glutathione; Glutathione peroxidase; Chemistry; Superoxide dismutase; Antioxidant; Monooxygenase; Lipid peroxidation; Biochemistry; Biology; Metabolism; Medicine; Enzyme; Cytochrome P450","score_opus":0.01622474678539106,"score_gpt":0.2557353209483366,"score_spread":0.23951057416294555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378219756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955985,0.0012817055,0.00009675802,0.00005934785,0.0002430074,0.0023693,0.0002702733,0.000077361845,0.0000037281404],"genre_scores_gemma":[0.9977463,0.00032385564,0.0014334562,0.000017034114,0.000058619775,0.00030477,0.0000012540024,0.000112822505,0.000001895988],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997096,0.00033219045,0.00073723274,0.0009117961,0.00048256502,0.00044021884],"domain_scores_gemma":[0.99769497,0.0006700574,0.00045134156,0.0006244117,0.00031826718,0.00024095709],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048363756,0.00048924965,0.0011748002,0.0007145165,0.00004644301,0.00003193416,0.00023247444,0.0003337025,0.000007792566],"category_scores_gemma":[0.00085430895,0.00045526467,0.00010895124,0.0003765124,0.0003553969,0.00009458215,0.00041016756,0.00088826637,0.0000028900358],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074125547,0.0002588958,0.07987868,0.0055424394,0.00019984311,0.0001658916,0.00017647663,0.0000045793995,0.91294944,0.000050354258,0.00000574362,0.000026419902],"study_design_scores_gemma":[0.0018295596,0.00045448958,0.39698234,0.0050881314,0.00009747724,2.9013053e-8,0.00004746743,0.00046222957,0.59483206,0.0000018124717,0.0000015725747,0.00020285374],"about_ca_topic_score_codex":0.0002337081,"about_ca_topic_score_gemma":0.000015765732,"teacher_disagreement_score":0.31811738,"about_ca_system_score_codex":0.00024347004,"about_ca_system_score_gemma":0.00022983331,"threshold_uncertainty_score":0.9997899},"labels":[],"label_agreement":null},{"id":"W4378610334","doi":"10.1093/sleep/zsad077.0437","title":"0437 Obstructive Sleep Apnea Symptom Subtypes and Hypoxic Burden Independently Predict Distinct Cardiovascular Outcomes","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Indian Council of Medical Research","keywords":"Medicine; Mace; Obstructive sleep apnea; Hypoxemia; Internal medicine; Proportional hazards model; Cardiology; Sleep apnea; Heart failure; Disease; Sleep study; Apnea; Polysomnography; Myocardial infarction","score_opus":0.015873050414746216,"score_gpt":0.26773646569554704,"score_spread":0.2518634152808008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378610334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912513,0.0013829132,0.0005011509,0.00053615036,0.00069908204,0.0011836464,0.000109844885,0.00050992705,0.0038259693],"genre_scores_gemma":[0.99812496,0.00004656154,0.00016129264,0.000046726913,0.00048944185,0.00013263775,0.00013549,0.00011466265,0.00074823643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99565095,0.0002018477,0.0004653289,0.0010021945,0.0017179274,0.00096173846],"domain_scores_gemma":[0.99769634,0.00027340648,0.000101061916,0.001120302,0.0002888256,0.00052008085],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007200026,0.00046733255,0.0009686793,0.00055416883,0.00027059214,0.00009327596,0.0003368828,0.00026946852,0.00018170702],"category_scores_gemma":[0.00082808954,0.00040068867,0.0005116936,0.00095328817,0.00044412471,0.0002474157,0.00053393684,0.0006395363,0.00058662053],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027930367,0.00009772751,0.7515088,0.00031190045,0.0043639774,0.00095766014,0.0011122661,0.00010406417,0.0020415923,0.00033547796,0.00007294789,0.23881428],"study_design_scores_gemma":[0.0036486513,0.00024309114,0.98339057,0.000035569417,0.0007647871,0.00018310662,0.0012246157,0.0054350784,0.001920794,0.0006313547,0.0020857344,0.00043662262],"about_ca_topic_score_codex":0.00022973717,"about_ca_topic_score_gemma":0.000027128419,"teacher_disagreement_score":0.23837766,"about_ca_system_score_codex":0.00023350658,"about_ca_system_score_gemma":0.00003890777,"threshold_uncertainty_score":0.9998445},"labels":[],"label_agreement":null},{"id":"W4378610372","doi":"10.1093/sleep/zsad077.0438","title":"0438 Obstructive sleep apnoea in patients with stroke verses those with refractory hypertension search for common pathogenic mechanism","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Indian Council of Medical Research","keywords":"Medicine; Stroke (engine); Neurology; Internal medicine; Polysomnography; Intermittent hypoxia; Sleep apnea; Obstructive sleep apnea; Systemic inflammation; Hypoxia (environmental); Cardiology; Anesthesia; Apnea; Inflammation","score_opus":0.025897990573437987,"score_gpt":0.2801126043426922,"score_spread":0.2542146137692542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378610372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99580437,0.000052828444,0.0003416741,0.00018609932,0.00022988622,0.0025925979,0.00020321997,0.00016741533,0.0004219186],"genre_scores_gemma":[0.9972361,0.000013898339,0.0016615059,0.000092974755,0.000097944525,0.00021915183,0.0003623632,0.00013138932,0.00018471731],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99647874,0.00016269645,0.0003420568,0.00077551435,0.0012901253,0.000950881],"domain_scores_gemma":[0.9979816,0.00027641823,0.00010715058,0.00069686683,0.00063148356,0.0003064537],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004182816,0.00036717375,0.00060703664,0.00067759946,0.000191257,0.00003373863,0.00023729481,0.00019768353,0.000068302004],"category_scores_gemma":[0.00012789546,0.00027323357,0.00011450339,0.0009644318,0.0002168579,0.0002553909,0.00018150521,0.00064172957,0.000107811524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019360302,0.0016280243,0.82843894,0.00046721054,0.00079608726,0.0007878802,0.0019432824,0.00028651627,0.027510695,0.0014375916,0.00009111838,0.11725233],"study_design_scores_gemma":[0.021604683,0.0065184906,0.94496876,0.00023985442,0.00026951925,0.000030580944,0.003537929,0.0056035453,0.016048325,0.00027566135,0.00029676233,0.0006059022],"about_ca_topic_score_codex":0.00009542635,"about_ca_topic_score_gemma":0.00010036481,"teacher_disagreement_score":0.116646424,"about_ca_system_score_codex":0.00043047694,"about_ca_system_score_gemma":0.00008320561,"threshold_uncertainty_score":0.999972},"labels":[],"label_agreement":null},{"id":"W4378610504","doi":"10.1093/sleep/zsad077.0551","title":"0551 Predicting Daytime Alertness Impairment in Obstructive Sleep Apnea","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Manitoba; University of Manitoba","funders":"","keywords":"Alertness; Epworth Sleepiness Scale; Polysomnography; Obstructive sleep apnea; Medicine; Excessive daytime sleepiness; Psychomotor vigilance task; Body mass index; Audiology; Apnea; Physical therapy; Psychology; Cardiology; Internal medicine; Sleep disorder; Sleep deprivation; Circadian rhythm; Psychiatry; Insomnia","score_opus":0.020115811016831558,"score_gpt":0.3034943407101389,"score_spread":0.28337852969330735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378610504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98855954,0.00012404096,0.00021531522,0.0011330065,0.0006729032,0.001218585,0.0000331952,0.0004290916,0.007614334],"genre_scores_gemma":[0.9979898,0.0000095397845,0.000536801,0.000104118095,0.00036663722,0.00019807916,0.00010660994,0.00008669576,0.0006017367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965117,0.0001483487,0.00053129514,0.0007402829,0.0009850588,0.0010833234],"domain_scores_gemma":[0.9984966,0.00019193876,0.00010486891,0.00064933166,0.00019710671,0.00036019163],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070069934,0.00032174497,0.00051649526,0.00076091115,0.00016015343,0.00004160112,0.00029219713,0.00018997067,0.0005498327],"category_scores_gemma":[0.00045985647,0.00030422426,0.00016961293,0.0018924974,0.00023079758,0.00023100563,0.0003703729,0.000683879,0.0010893351],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000716155,0.00050215947,0.8581827,0.0003245279,0.00037265403,0.0014464457,0.0045224526,0.000731484,0.012577006,0.00042695226,0.00037572233,0.11982172],"study_design_scores_gemma":[0.0049383794,0.00045949165,0.8982812,0.00010302854,0.00008788997,0.000114900984,0.00390535,0.08433295,0.0061355904,0.00052329124,0.00071454316,0.0004033436],"about_ca_topic_score_codex":0.0001314693,"about_ca_topic_score_gemma":0.000033078082,"teacher_disagreement_score":0.119418375,"about_ca_system_score_codex":0.0005344538,"about_ca_system_score_gemma":0.000050286824,"threshold_uncertainty_score":0.999941},"labels":[],"label_agreement":null},{"id":"W4378610593","doi":"10.1093/sleep/zsad077.0431","title":"0431 Different physiological characteristics of obstructive sleep apnea symptom subtypes across international sleep centers","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Research Manitoba","funders":"","keywords":"Obstructive sleep apnea; Non-rapid eye movement sleep; Medicine; Polysomnography; Arousal; Wakefulness; Apnea; Sleep (system call); Internal medicine; Sleep apnea; Cardiology; Odds ratio; Electroencephalography; Audiology; Psychology; Psychiatry; Neuroscience","score_opus":0.02503824167800536,"score_gpt":0.3152475816277652,"score_spread":0.2902093399497599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378610593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951889,0.0000368741,0.00038300297,0.0006460887,0.0017640904,0.00055215403,0.0004190279,0.00021462963,0.0007952264],"genre_scores_gemma":[0.9981637,0.000038961585,0.00015929723,0.00011405532,0.0005316932,0.000064628184,0.00063493324,0.00006143807,0.00023128625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967095,0.0001271331,0.00062946806,0.0006809979,0.0010199073,0.0008329804],"domain_scores_gemma":[0.99820065,0.00019449774,0.00025831183,0.0005701337,0.00047437893,0.00030200693],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024594172,0.00037626564,0.00072199927,0.0002712896,0.00013915056,0.00004571957,0.0005123266,0.00023930808,0.0005768758],"category_scores_gemma":[0.00054037134,0.00030560524,0.00032729606,0.0005486573,0.00053818035,0.00014895576,0.0005999702,0.0005944161,0.0003606146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018535451,0.0009931269,0.69556403,0.00031273937,0.0015297764,0.00029278293,0.0023659475,0.000046299614,0.16552766,0.0016042814,0.0002413011,0.12966852],"study_design_scores_gemma":[0.0020946525,0.00035424565,0.9734228,0.000047662772,0.00008325885,0.000026807276,0.0010355291,0.009968109,0.0120034125,0.00025649415,0.00043401358,0.00027300313],"about_ca_topic_score_codex":0.000024209932,"about_ca_topic_score_gemma":0.0000044089293,"teacher_disagreement_score":0.2778588,"about_ca_system_score_codex":0.00027245726,"about_ca_system_score_gemma":0.000015557323,"threshold_uncertainty_score":0.9999396},"labels":[],"label_agreement":null},{"id":"W4378610836","doi":"10.1093/sleep/zsad077.0276","title":"0276 Detecting Apnea Hypopnea Index for Classified the Severity of Obstructive Sleep Apnea using PPG signals","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canmore Museum and Geoscience Centre","funders":"","keywords":"Polysomnography; Obstructive sleep apnea; Wearable computer; Medicine; Sleep apnea; Sensitivity (control systems); Sleep (system call); Apnea–hypopnea index; Apnea; Computer science; Internal medicine; Embedded system; Engineering","score_opus":0.059382388989351616,"score_gpt":0.33185940938828234,"score_spread":0.27247702039893074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378610836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777799,0.00013235629,0.01742409,0.00057792605,0.0006788083,0.002136936,0.00010473298,0.0002196889,0.00094556215],"genre_scores_gemma":[0.9971382,0.0000032860028,0.0018162364,0.00012007614,0.000478652,0.00015582959,0.000034840774,0.000113070055,0.00013982029],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99628896,0.0002446201,0.0007259536,0.0007045998,0.0010144823,0.0010213939],"domain_scores_gemma":[0.99678636,0.001027547,0.00036814978,0.00083922996,0.0007238751,0.00025486707],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012723587,0.00038569592,0.0007223924,0.00045715272,0.00048346867,0.000055905133,0.0004633313,0.00028209016,0.00012090257],"category_scores_gemma":[0.0017125831,0.00030332652,0.00041242817,0.001681184,0.00052877166,0.0002155264,0.00036149673,0.00071259483,0.000051379622],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027427326,0.00036804576,0.09146279,0.0010890296,0.0018228216,0.00011641348,0.0042003137,0.0022681225,0.37875396,0.00074541767,0.00018246526,0.51624787],"study_design_scores_gemma":[0.005982923,0.0006324643,0.11688278,0.00011028856,0.0005976945,0.00017519547,0.010558757,0.6588068,0.20068806,0.0040193885,0.000813689,0.0007319838],"about_ca_topic_score_codex":0.00014145311,"about_ca_topic_score_gemma":0.000022230852,"teacher_disagreement_score":0.65653867,"about_ca_system_score_codex":0.0002913327,"about_ca_system_score_gemma":0.00008863975,"threshold_uncertainty_score":0.9999419},"labels":[],"label_agreement":null},{"id":"W4378611363","doi":"10.1093/sleep/zsad077.0530","title":"0530 Efficacy of obstructive sleep apnea treatment by a unique oral appliance and effect of concurrent myofunctional and CPAP therapy","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Airway; Oral appliance; Apnea; Anesthesia; Hypopnea; Polysomnography; Physical therapy","score_opus":0.020962489454276294,"score_gpt":0.31794110682363824,"score_spread":0.29697861736936193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378611363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99615973,0.001693753,0.00018119301,0.0001717623,0.00014982054,0.001258745,0.000112973175,0.00004885592,0.0002231629],"genre_scores_gemma":[0.9991778,0.0002690347,0.00013063909,0.000013550168,0.00005476877,0.00012448676,0.000087843146,0.000030598607,0.00011126339],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99844,0.00015454006,0.00028471876,0.00041077472,0.00040540888,0.00030455185],"domain_scores_gemma":[0.9988863,0.00044236862,0.00011830689,0.00024712068,0.00013190944,0.00017400489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024596267,0.0002469322,0.00056979037,0.0001689489,0.000061243096,0.00000929349,0.0000707487,0.000101161815,0.00007640241],"category_scores_gemma":[0.00009900742,0.00018376397,0.00009970955,0.00040427878,0.00049583917,0.00005870883,0.000068175366,0.00016481767,0.000010507063],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027195641,0.0003972605,0.19230634,0.00033759954,0.0008511618,0.000023199334,0.0006933813,0.00001362938,0.09065969,0.0004610606,0.00011331561,0.7114238],"study_design_scores_gemma":[0.029514989,0.00998981,0.6441504,0.00010397359,0.00032067145,0.00006174005,0.0003600527,0.0050672055,0.3068618,0.00021560548,0.002963513,0.0003902804],"about_ca_topic_score_codex":0.000069326445,"about_ca_topic_score_gemma":0.0000025512973,"teacher_disagreement_score":0.7110335,"about_ca_system_score_codex":0.00010419702,"about_ca_system_score_gemma":0.000021869086,"threshold_uncertainty_score":0.7493678},"labels":[],"label_agreement":null},{"id":"W4378611558","doi":"10.1093/sleep/zsad077.0499","title":"0499 Identifications of symptoms clusters by the Quebec Sleep Questionnaire in sleep apnea patients","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"","keywords":"Quality of life (healthcare); Medicine; Cluster (spacecraft); Sleep apnea; Disease; Sleep (system call); Incidence (geometry); Apnea; Pediatrics; Internal medicine; Physical therapy","score_opus":0.011440902078229174,"score_gpt":0.28314078566996115,"score_spread":0.27169988359173197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378611558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932272,0.00025209918,0.0006224877,0.0032070382,0.0005851645,0.0011971362,0.00006446923,0.00013900547,0.0007054142],"genre_scores_gemma":[0.998319,0.000010746382,0.000032686152,0.00014309451,0.00007864607,0.00018518772,0.00027007482,0.000052848074,0.0009077552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718803,0.00022937424,0.00061618176,0.0004781393,0.0009278158,0.0005604327],"domain_scores_gemma":[0.99829835,0.00013391647,0.00017518207,0.0008369798,0.00037620144,0.0001793866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005711266,0.0002276625,0.00034402523,0.00047582496,0.00016476343,0.000041059928,0.0004277564,0.00014709431,0.00011681841],"category_scores_gemma":[0.0006132149,0.00018081901,0.00015241143,0.0017455358,0.0004128925,0.00020523352,0.0002116683,0.00043156242,0.00048082226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024313641,0.0008852784,0.7974705,0.0002960696,0.00029687048,0.000022502121,0.0037392888,0.000339834,0.0053569297,0.0011587302,0.0031082616,0.18708259],"study_design_scores_gemma":[0.0030955377,0.0001927778,0.9674093,0.00012467828,0.00011946207,0.0000055484415,0.0011377623,0.023945434,0.0021453055,0.00026096366,0.0013036022,0.00025962855],"about_ca_topic_score_codex":0.0021489374,"about_ca_topic_score_gemma":0.0015346503,"teacher_disagreement_score":0.18682297,"about_ca_system_score_codex":0.00034966256,"about_ca_system_score_gemma":0.000038901715,"threshold_uncertainty_score":0.73735857},"labels":[],"label_agreement":null},{"id":"W4378611651","doi":"10.1093/sleep/zsad077.0570","title":"0570 Use of the ExVent Accessory with the O2Vent Optima Oral Appliance for the Treatment of Obstructive Sleep Apnea – A Clinical Trial","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Oral appliance; Sleep (system call); Anesthesia; Physical therapy","score_opus":0.15262819443987402,"score_gpt":0.40862900417336556,"score_spread":0.25600080973349154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378611651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98588043,0.00026043458,0.0016391786,0.004136611,0.00082858925,0.0069696046,0.00013303792,0.00004078661,0.000111312096],"genre_scores_gemma":[0.99684846,0.00008122826,0.0008037084,0.00008318026,0.00042371752,0.0011318127,0.000017289405,0.000053114032,0.00055747444],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972721,0.00029095795,0.00064154784,0.0004580469,0.00085672893,0.00048065375],"domain_scores_gemma":[0.99605805,0.0018499192,0.00040577137,0.00120997,0.00036281222,0.000113475086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075926713,0.0002659179,0.000621055,0.00007732454,0.00022872693,0.000030420659,0.0005398884,0.000116528354,0.000055893543],"category_scores_gemma":[0.00040107535,0.00010803475,0.0005928489,0.00072900933,0.001075968,0.00008941592,0.00017416052,0.000286761,0.0000142218505],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.1799826,0.0052765184,0.06954692,0.00033257823,0.006435885,0.000052660947,0.0046589696,0.0033742932,0.0014802947,0.0029638496,0.0014085028,0.72448695],"study_design_scores_gemma":[0.22203384,0.026377797,0.57840854,0.00021074385,0.0047206753,0.00005243161,0.008420832,0.065372914,0.029016957,0.0008099045,0.06374266,0.00083272916],"about_ca_topic_score_codex":0.0000698289,"about_ca_topic_score_gemma":0.000055195942,"teacher_disagreement_score":0.7236542,"about_ca_system_score_codex":0.0001600978,"about_ca_system_score_gemma":0.00008702143,"threshold_uncertainty_score":0.44055292},"labels":[],"label_agreement":null},{"id":"W4378611741","doi":"10.1093/sleep/zsad077.0854","title":"0854 Observation-based Diurnal Sleepiness Inventory (ODSI) is associated with Objective Sleepiness via Psychomotor Vigilance Task","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Russian Science Foundation; Robert H. Lurie Comprehensive Cancer Center; National Institute on Aging; National Cancer Institute; National Institutes of Health; National Heart, Lung, and Blood Institute","keywords":"Psychomotor vigilance task; Epworth Sleepiness Scale; Vigilance (psychology); Somnolence; Obstructive sleep apnea; Psychology; Sleep deprivation; Body mass index; Multiple Sleep Latency Test; Excessive daytime sleepiness; Polysomnography; Audiology; Medicine; Apnea; Sleep disorder; Insomnia; Psychiatry; Internal medicine; Cognition","score_opus":0.02866415756901425,"score_gpt":0.2986516271897522,"score_spread":0.26998746962073794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378611741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98724556,0.00017121818,0.004804036,0.0030153564,0.0008879811,0.0016319572,0.00014874894,0.000677514,0.0014176555],"genre_scores_gemma":[0.9956481,0.000010043263,0.0003796286,0.0014250543,0.00046154638,0.00036832038,0.0005020309,0.00016269798,0.0010425784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995367,0.00024617353,0.00059445,0.0009690049,0.0017162719,0.0011070841],"domain_scores_gemma":[0.9967626,0.0002752341,0.00033925378,0.00087284273,0.001258108,0.0004919966],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070440414,0.00051430694,0.0007621844,0.00062509027,0.0003429426,0.00007474746,0.00043969744,0.00028785976,0.00050592027],"category_scores_gemma":[0.0007689053,0.00045341818,0.0002392921,0.0033588123,0.00036770952,0.0003365114,0.00010946839,0.0008046794,0.0005314008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020664714,0.0010852858,0.95557934,0.00040691043,0.0014011149,0.0006530283,0.001091552,0.0004669136,0.020380497,0.00014901294,0.0024737164,0.014246171],"study_design_scores_gemma":[0.009333614,0.0007647688,0.9057904,0.00043974473,0.00026115766,0.000028831391,0.0002476586,0.07403923,0.0067496705,0.00031865644,0.001328967,0.00069733075],"about_ca_topic_score_codex":0.00010821956,"about_ca_topic_score_gemma":0.00009064726,"teacher_disagreement_score":0.073572315,"about_ca_system_score_codex":0.00074585987,"about_ca_system_score_gemma":0.00019821622,"threshold_uncertainty_score":0.99979174},"labels":[],"label_agreement":null},{"id":"W4378648628","doi":"10.1152/physiol.2023.38.s1.5731636","title":"Social isolation stress favors cardiometabolic comorbidities of sleep apnea","year":2023,"lang":"en","type":"article","venue":"Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"","keywords":"Internal medicine; Medicine; Endocrinology; Obesity; Sleep apnea; Leptin; Cardiorespiratory fitness; Body mass index; Population; Apnea; Respiratory distress; Social stress; Physiology; Anesthesia; Psychiatry","score_opus":0.03851968324540786,"score_gpt":0.3383689099915012,"score_spread":0.2998492267460934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378648628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99750537,0.00005725042,0.00007847883,0.00041070353,0.00020209924,0.0001915465,0.00006271827,0.00008001482,0.0014118347],"genre_scores_gemma":[0.9991144,0.000015101764,0.000039475435,0.000030149035,0.00044405996,0.000025102618,0.00020557133,0.000019215946,0.000106907166],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99899095,0.00011605576,0.00018135636,0.00019483866,0.00022794981,0.00028883212],"domain_scores_gemma":[0.99944,0.000104704995,0.00006741545,0.00018345508,0.00015543943,0.00004897778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001159504,0.000097147145,0.0003963656,0.0002881665,0.00007298901,0.0000032275198,0.000094071824,0.00008598618,0.000103460436],"category_scores_gemma":[0.0000925515,0.00008885272,0.00012089501,0.00058273977,0.00027807846,0.000046537683,0.000102460384,0.000160104,0.00012107227],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038188405,0.00014142091,0.02737129,0.00038072985,0.00054868095,0.0000145514605,0.0020079513,0.00013440494,0.93360037,0.0051778173,0.0010075151,0.029233402],"study_design_scores_gemma":[0.0010153645,0.00017322515,0.96128035,0.0000058975074,0.000067303845,0.000003981419,0.0012061003,0.004162236,0.030008249,0.0012914846,0.00067906413,0.000106774634],"about_ca_topic_score_codex":0.00009552617,"about_ca_topic_score_gemma":0.0000045809425,"teacher_disagreement_score":0.93390906,"about_ca_system_score_codex":0.000029561485,"about_ca_system_score_gemma":0.0000193113,"threshold_uncertainty_score":0.36233088},"labels":[],"label_agreement":null},{"id":"W4378673716","doi":"10.1093/sleep/zsad077.0513","title":"0513 Assessing precision oral appliance efficacy using frequency- and risk-based indices","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Apnea–hypopnea index; Sleep apnea; Oral appliance; Clinical Practice; Apnea; Internal medicine; Polysomnography; Anesthesia; Physical therapy","score_opus":0.0560712436706777,"score_gpt":0.3760513560062483,"score_spread":0.31998011233557055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378673716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947842,0.00038322096,0.0032602504,0.00014933205,0.00017640715,0.00050352694,0.000012205071,0.00017041528,0.00056049053],"genre_scores_gemma":[0.98795897,0.00002434627,0.011717539,0.00005070304,0.00013648359,0.000014636571,0.00002579955,0.000039934795,0.0000315611],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821436,0.00012550308,0.00022361365,0.00042548354,0.0005814375,0.00042958106],"domain_scores_gemma":[0.9990136,0.00024894348,0.00011299218,0.0003237782,0.00010809977,0.0001925989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059357245,0.0001620974,0.00026319898,0.0003072065,0.00023787722,0.00009518502,0.00011593649,0.000111025416,0.0001436181],"category_scores_gemma":[0.00053303264,0.00014219266,0.00006078912,0.0008472973,0.000179186,0.00019999167,0.00010169336,0.00038507604,0.00012725491],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013460858,0.00013638182,0.63598907,0.00015760286,0.00009316518,0.00016178958,0.00022205168,0.000322392,0.051955346,0.000045716355,0.000040781088,0.31074107],"study_design_scores_gemma":[0.003473111,0.00017484964,0.87144125,0.00020015032,0.00016441557,0.000020504753,0.00027162294,0.11171802,0.011580687,0.00040864092,0.0003002611,0.00024651474],"about_ca_topic_score_codex":0.00014199731,"about_ca_topic_score_gemma":0.000010517506,"teacher_disagreement_score":0.31049457,"about_ca_system_score_codex":0.00012250655,"about_ca_system_score_gemma":0.000055100136,"threshold_uncertainty_score":0.57984483},"labels":[],"label_agreement":null},{"id":"W4378673743","doi":"10.1093/sleep/zsad077.0506","title":"0506 5-year, multi-center, observational study to assess safety, effectiveness and use of CAD/CAM patient-matched OAT for OSA treatment","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Oral appliance; Obstructive sleep apnea; Quality of life (healthcare); Physical therapy; Clinical endpoint; Observational study; Medical prescription; Hypopnea; Apnea–hypopnea index; Reimbursement; Emergency medicine; Polysomnography; Apnea; Clinical trial; Internal medicine; Health care","score_opus":0.18798780182087924,"score_gpt":0.39963757626811613,"score_spread":0.2116497744472369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378673743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99338776,0.000018609142,0.0011709651,0.00021368991,0.00022980085,0.0045753093,0.0003262885,0.00006227924,0.000015271735],"genre_scores_gemma":[0.9967351,0.000007764786,0.0023781843,0.000031932872,0.0000463735,0.00046436605,0.00019647073,0.00004301403,0.00009680151],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982377,0.00018690429,0.00031718114,0.00043802237,0.00047062163,0.00034952717],"domain_scores_gemma":[0.99836355,0.00065162044,0.00007185011,0.00033145724,0.00038390746,0.00019759269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032012828,0.00020181648,0.00045439877,0.0002297685,0.000103537146,0.000026554273,0.00007806155,0.000053807897,0.000020022952],"category_scores_gemma":[0.00045511758,0.00016886945,0.00009998564,0.00044379872,0.00005675086,0.00012454986,0.00016077046,0.00008495185,0.000026809364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021545377,0.0038550042,0.9513624,0.00019836829,0.00048071024,0.000025199,0.0014645434,0.000098243996,0.010654954,0.000091784124,0.00003694008,0.029577369],"study_design_scores_gemma":[0.014322898,0.0032929617,0.97058827,0.0000586731,0.00011586389,0.0000039189813,0.0013110023,0.0018291586,0.007873306,0.000020904483,0.0004387101,0.0001443117],"about_ca_topic_score_codex":0.00022639739,"about_ca_topic_score_gemma":0.000107691325,"teacher_disagreement_score":0.029433057,"about_ca_system_score_codex":0.00028703903,"about_ca_system_score_gemma":0.000037473514,"threshold_uncertainty_score":0.6886296},"labels":[],"label_agreement":null},{"id":"W4378675016","doi":"10.1152/physiol.2023.38.s1.5731586","title":"The Effects of Acute Intermittent Hypercapnia on Ventilatory and Cardiovascular Plasticity","year":2023,"lang":"en","type":"article","venue":"Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Hypercapnia; Medicine; Intermittent hypoxia; Normocapnia; Anesthesia; Cardiorespiratory fitness; Hypoxia (environmental); Ventilation (architecture); Blood pressure; Obstructive sleep apnea; Mean arterial pressure; Hypoxic ventilatory response; Cardiology; Heart rate; Internal medicine; Respiratory system","score_opus":0.011761871604975016,"score_gpt":0.27703017584355993,"score_spread":0.26526830423858494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378675016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99899685,0.00024243162,0.000005695977,0.00008081484,0.00025309005,0.000248104,0.000003321691,0.00002642984,0.00014324259],"genre_scores_gemma":[0.99959594,0.00019040979,0.000007233613,0.000034348075,0.00007732628,0.000029393128,0.000003746574,0.000011355299,0.00005026045],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992583,0.000076926255,0.00009450868,0.00019123584,0.0001737406,0.00020529407],"domain_scores_gemma":[0.9992134,0.00041238806,0.000020951338,0.000251612,0.000047564095,0.000054102933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115175506,0.00007729311,0.00025557808,0.000064078326,0.000061666586,0.0000025973375,0.00007526138,0.000044020464,0.0000053551285],"category_scores_gemma":[0.00018144009,0.000048687933,0.00013495142,0.00012045726,0.00028001337,0.000011709313,0.00012861182,0.00016286888,0.00006127171],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005859297,0.00006615865,0.0031053848,0.00031632045,0.002517359,0.00009206293,0.00014215895,0.0000075275743,0.96022844,0.0004957894,0.0003846272,0.03205822],"study_design_scores_gemma":[0.00089809066,0.0006787456,0.93569666,0.000035743484,0.00020913874,0.000014457978,0.000044333356,0.00035771469,0.061128475,0.000269554,0.00061739306,0.000049713934],"about_ca_topic_score_codex":0.0000063536418,"about_ca_topic_score_gemma":3.9445013e-7,"teacher_disagreement_score":0.93259126,"about_ca_system_score_codex":0.00001855321,"about_ca_system_score_gemma":0.000009916593,"threshold_uncertainty_score":0.19854364},"labels":[],"label_agreement":null},{"id":"W4379054208","doi":"10.3390/ijerph20116026","title":"Control of Tongue Position in Patients with Obstructive Sleep Apnea: Concept and Protocol for a Randomized Controlled Crossover Trial","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Japan Society for the Promotion of Science; Chiba University","keywords":"Medicine; Sedation; Randomized controlled trial; Prone position; Tongue; Obstructive sleep apnea; Crossover study; Airway; Breathing; Respiratory disturbance index; Apnea; Anesthesia; Sleep apnea; Physical therapy; Polysomnography; Surgery","score_opus":0.029764896240304452,"score_gpt":0.388067878793195,"score_spread":0.35830298255289056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379054208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9061888,0.000033188666,0.0004847159,0.003598425,0.00007129832,0.08944012,0.00013537174,0.0000031403522,0.000044936984],"genre_scores_gemma":[0.9864966,0.000012027581,0.00016097164,0.00007496673,0.00012997992,0.01305471,0.000028482129,0.000013760687,0.000028450375],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9965656,0.0005425876,0.00078618963,0.00018456504,0.0015463216,0.00037476353],"domain_scores_gemma":[0.9972272,0.0014753161,0.00042158956,0.00007530048,0.00047024692,0.00033035025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035994558,0.000111730624,0.00080183486,0.0006931817,0.00007121589,0.000067187495,0.000121740435,0.000059549944,0.00007827697],"category_scores_gemma":[0.0014800794,0.00007393022,0.00010826627,0.0001502271,0.0007139231,0.0002669211,0.00006350834,0.00035887765,8.2677377e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9569246,0.0010363148,0.024179848,0.00004560849,0.0005738156,0.000017494493,0.00044853362,0.0000034806915,0.00016239559,0.000569798,0.000022893868,0.016015224],"study_design_scores_gemma":[0.88517576,0.0053486153,0.10758692,0.00006991879,0.000009927458,0.00001788169,0.00040985233,0.00068946765,0.000047364007,0.00045181412,0.00014195433,0.00005050829],"about_ca_topic_score_codex":0.00003730781,"about_ca_topic_score_gemma":0.0000037836035,"teacher_disagreement_score":0.083407074,"about_ca_system_score_codex":0.00040124165,"about_ca_system_score_gemma":0.00022328137,"threshold_uncertainty_score":0.30147868},"labels":[],"label_agreement":null},{"id":"W4379163502","doi":"10.1183/23120541.sleepandbreathing-2023.31","title":"Incidence of anxiety, depression and insomnia in the obstructive sleep apnea population (OSA)","year":2023,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Epworth Sleepiness Scale; Insomnia; Anxiety; Medicine; Obstructive sleep apnea; Depression (economics); Population; Hospital Anxiety and Depression Scale; Apnea–hypopnea index; Sleep apnea; Internal medicine; Physical therapy; Apnea; Psychiatry; Polysomnography","score_opus":0.020152362392873064,"score_gpt":0.3147349015621449,"score_spread":0.29458253916927185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379163502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968392,0.000068361034,0.00010138297,0.00048157465,0.00004683971,0.00046060776,0.0000036040165,0.000034819986,0.0019635567],"genre_scores_gemma":[0.99929005,0.000031059964,0.0004907012,0.000054284654,0.00003428946,0.000023536313,0.00002059623,0.000010646115,0.00004483712],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987667,0.0001068286,0.00021043094,0.00023037395,0.00048724728,0.00019838322],"domain_scores_gemma":[0.9993529,0.00019322202,0.000052936837,0.00026119009,0.00008618664,0.000053604806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004467569,0.0000891074,0.00017077815,0.00023627258,0.00004994821,0.000011742911,0.00011127705,0.000072868366,0.00004563527],"category_scores_gemma":[0.00038842089,0.00005727596,0.000029813667,0.000821097,0.0001063542,0.00014714798,0.000139959,0.00020930699,0.000015112423],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009087425,0.000028916847,0.91143507,0.000049456365,0.000011403354,0.000014165851,0.00087908935,0.0000119131955,0.012978862,0.00064787484,0.000023895413,0.07382846],"study_design_scores_gemma":[0.0007108959,0.00006179392,0.9848523,0.000025617683,0.000013028969,0.000037044596,0.001527132,0.0063276687,0.0051284265,0.0012299948,0.000031247917,0.000054862674],"about_ca_topic_score_codex":0.0005075803,"about_ca_topic_score_gemma":0.00011552463,"teacher_disagreement_score":0.0737736,"about_ca_system_score_codex":0.000042081974,"about_ca_system_score_gemma":0.000008919498,"threshold_uncertainty_score":0.23356459},"labels":[],"label_agreement":null},{"id":"W4379346996","doi":"10.1017/cjn.2023.154","title":"P.050 Effect of lemborexant on sleep architecture in adult and elderly subjects with mild to severe obstructive sleep apnea","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Nutrasource","funders":"","keywords":"Medicine; Obstructive sleep apnea; Anesthesia; Placebo; Polysomnography; Insomnia; Apnea; Sleep (system call); Non-rapid eye movement sleep; Sleep apnea; Internal medicine; Electroencephalography; Psychiatry","score_opus":0.01733282524059322,"score_gpt":0.2740550389960928,"score_spread":0.2567222137554996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379346996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927599,0.00015244163,0.000011927064,0.005353074,0.00028661525,0.00046822522,0.00001721692,0.00001682942,0.0009337883],"genre_scores_gemma":[0.9978599,0.000054302298,0.0007920644,0.0011412351,0.00011971499,0.0000068581016,3.983448e-7,0.000017460105,0.000008051473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99478287,0.0010526689,0.00071096746,0.00069066917,0.001257616,0.0015052179],"domain_scores_gemma":[0.99524504,0.0013541986,0.0004251171,0.00018754168,0.00051932497,0.002268775],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032927822,0.00039150892,0.0008130412,0.0026769496,0.0008694192,0.00022380045,0.0010783409,0.00018814825,0.00004131652],"category_scores_gemma":[0.0038274832,0.00022782973,0.00015490073,0.0036416065,0.0049674152,0.00038423558,0.00008701658,0.0017364005,0.000003121663],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014621926,0.000023597444,0.95547146,0.00003620501,0.000030690237,0.009605335,0.0007164058,0.0072507574,0.00030432479,0.00021095473,0.00004049585,0.024847563],"study_design_scores_gemma":[0.0012489968,0.21130915,0.7645834,0.00012622932,0.00004514015,0.017928444,0.00039794148,0.0013770743,0.0010789463,0.0015549161,0.00007544604,0.00027429842],"about_ca_topic_score_codex":0.001720794,"about_ca_topic_score_gemma":0.069888495,"teacher_disagreement_score":0.21128555,"about_ca_system_score_codex":0.00023345467,"about_ca_system_score_gemma":0.00089746295,"threshold_uncertainty_score":0.9977405},"labels":[],"label_agreement":null},{"id":"W4379376807","doi":"10.2147/nss.s397196","title":"Sleep Apnea Detection by Tracheal Motion and Sound, and Oximetry via Application of Deep Neural Networks","year":2023,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; Toronto Rehabilitation Institute; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Polysomnography; Apnea; Sleep apnea; Breathing; Sleep (system call); Audiology; Anesthesia; Computer science","score_opus":0.007262029834826355,"score_gpt":0.27924607786970385,"score_spread":0.27198404803487747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379376807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8427788,0.0010465193,0.15553346,0.00019108753,0.00008125206,0.00027102642,0.0000031329307,0.000022405446,0.0000723286],"genre_scores_gemma":[0.9996435,0.0000065912413,0.00024220889,0.00002985586,0.000053767348,0.0000061602386,0.000008867945,0.000008005511,0.0000010176702],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987645,0.000025641291,0.00017822173,0.0003433228,0.00045438006,0.0002339152],"domain_scores_gemma":[0.9993622,0.000075128395,0.000087550696,0.0001512801,0.00018225232,0.00014161831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060734426,0.0000969181,0.00018520374,0.00029564725,0.00015158685,0.000022039625,0.00008012908,0.00019264042,0.0000024983754],"category_scores_gemma":[0.00011798901,0.000082992556,0.000022915623,0.0011795013,0.00075991906,0.00023839397,0.00007094081,0.0003919933,5.0821376e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006822526,0.000023467872,0.02057048,0.000058297755,0.00000950339,8.7053803e-7,0.00010434618,0.000042395437,0.20716955,0.00005715407,3.0226983e-7,0.7718954],"study_design_scores_gemma":[0.0004946404,0.00019954595,0.09411644,0.0000010080604,0.00002908697,0.00003394103,0.00019881855,0.87551093,0.029027546,0.00032583514,0.0000015775935,0.000060613394],"about_ca_topic_score_codex":0.00002433808,"about_ca_topic_score_gemma":0.000010987628,"teacher_disagreement_score":0.87546855,"about_ca_system_score_codex":0.000026716905,"about_ca_system_score_gemma":0.0000010235774,"threshold_uncertainty_score":0.3384338},"labels":[],"label_agreement":null},{"id":"W4379378353","doi":"10.5664/jcsm.10684","title":"A simple questionnaire to monitor the care of patients with oral appliance therapy for obstructive sleep apneaCommentary on Ng ET, Perez-Garcia A, Lagravère-Vich MO. Development and initial validation of a questionnaire to measure patient experience with oral appliance therapy. <i>J Clin Sleep Med</i> . 2023;19(8):1437–1445. doi:10.5664/jcsm.10562","year":2023,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Canadian Sleep & Circadian Network; Jewish General Hospital; St Mary's Hospital Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Family medicine; Mount; Gerontology","score_opus":0.06218664798211796,"score_gpt":0.39355667032649094,"score_spread":0.33137002234437296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379378353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9228892,0.0013334589,0.0046495018,0.062463786,0.0011450023,0.007176387,0.0002552691,0.000052037212,0.000035398225],"genre_scores_gemma":[0.94862217,0.00016733633,0.005413728,0.041605126,0.0026873741,0.0009019165,0.0003410427,0.00022266855,0.000038622868],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9889639,0.0011093529,0.003546223,0.0012137725,0.004269594,0.0008971737],"domain_scores_gemma":[0.9886164,0.0018828241,0.0028169395,0.00085668254,0.005022038,0.0008051306],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002708026,0.0010396562,0.0028616064,0.00060080073,0.00033552837,0.000049102156,0.00087938027,0.00072399946,0.00006753894],"category_scores_gemma":[0.0021856846,0.00060698244,0.00037736728,0.0011614567,0.001038193,0.00027769143,0.00020058097,0.002934714,0.0000076175484],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.058251977,0.0017076614,0.19044553,0.0011277376,0.0028757825,0.0002675412,0.017180454,0.00057327666,0.00021047665,0.000017947985,0.015759846,0.71158177],"study_design_scores_gemma":[0.06125238,0.08079774,0.74150676,0.013771395,0.0016496843,0.000116830175,0.011005602,0.0003475625,0.006957141,0.00024711576,0.0799901,0.0023577244],"about_ca_topic_score_codex":0.00023844323,"about_ca_topic_score_gemma":0.00013263714,"teacher_disagreement_score":0.70922405,"about_ca_system_score_codex":0.0005919712,"about_ca_system_score_gemma":0.00043180527,"threshold_uncertainty_score":0.99963814},"labels":[],"label_agreement":null},{"id":"W4379653132","doi":"10.1016/j.chest.2023.02.041","title":"Response","year":2023,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"U.S. Army Medical Department; U.S. Department of Defense","keywords":"Medicine; Hypoxemia; Hypopnea; Cardiology; Obstructive sleep apnea; Nocturnal; Apnea; Sleep apnea; Hypoxia (environmental); Internal medicine; Polysomnography; Oxygen","score_opus":0.06009938679034075,"score_gpt":0.345343813206818,"score_spread":0.28524442641647724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379653132","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007713284,0.00019154938,0.00007143019,0.98836577,0.001453619,0.00020635633,0.000017731105,0.0000924401,0.0018878173],"genre_scores_gemma":[0.0014404481,0.00016497486,0.0016197633,0.8569918,0.04331586,0.000025927427,0.00011962325,0.00043964098,0.09588195],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972045,0.0003265911,0.00034979783,0.00028347006,0.0011870178,0.00064864475],"domain_scores_gemma":[0.9982757,0.00052474346,0.00016046358,0.0004390063,0.0003474626,0.0002526559],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012631345,0.00024762432,0.0004501816,0.0006591335,0.00014491126,0.00011368242,0.00029116397,0.0006971166,0.0011727366],"category_scores_gemma":[0.0016904516,0.00020032942,0.00030775557,0.00033943873,0.00016897968,0.00005981756,0.000105041065,0.007887366,0.0029758501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053616444,0.000014620567,0.00040806888,0.00019016155,0.000223426,0.03579878,0.00006996404,1.2096461e-7,0.0013376805,6.925178e-7,0.95813155,0.0032887827],"study_design_scores_gemma":[0.0009380825,0.00026015704,0.012132607,0.00018496776,0.00010132223,0.0072298828,0.000043749616,0.000010015274,0.00042854997,0.00012899228,0.9783707,0.00017095695],"about_ca_topic_score_codex":0.0000022305676,"about_ca_topic_score_gemma":2.4508466e-7,"teacher_disagreement_score":0.13137396,"about_ca_system_score_codex":0.0005249377,"about_ca_system_score_gemma":0.00034895074,"threshold_uncertainty_score":0.9997403},"labels":[],"label_agreement":null},{"id":"W4380201470","doi":"10.1016/j.ijporl.2023.111627","title":"International Pediatric Otolaryngology Group (IPOG) consensus on scoring of pediatric Drug Induced Sleep Endoscopy (DISE)","year":2023,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Likert scale; Consensus conference; Delphi method; Voting; Otorhinolaryngology; Physical therapy; Surgery; Statistics; Internal medicine","score_opus":0.02913637874725356,"score_gpt":0.32499943345225657,"score_spread":0.295863054705003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380201470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98404986,0.000521071,0.00013016554,0.0024685864,0.0106369965,0.00059522083,0.00009863958,0.000107141605,0.0013922997],"genre_scores_gemma":[0.981654,0.0016735138,0.0014216887,0.0002303645,0.014688296,0.000031828178,0.00007408894,0.00009619792,0.0001300139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99343705,0.00045680554,0.0020786067,0.00068604236,0.0025146594,0.0008268209],"domain_scores_gemma":[0.9932617,0.0017068626,0.0017782694,0.00048577198,0.0022812674,0.00048612594],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016388122,0.0005038763,0.0010377573,0.005807083,0.00010736293,0.00005528161,0.0015921429,0.00041659563,0.00056831836],"category_scores_gemma":[0.0026547571,0.0004778849,0.00063348893,0.0016303622,0.00017346785,0.00033044783,0.0005618953,0.0017167523,0.0003144952],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026191531,0.000904727,0.97562146,0.00014675152,0.0009971544,0.0031405832,0.00037491097,0.00011167748,0.009429944,0.0011204232,0.004027773,0.0015054233],"study_design_scores_gemma":[0.012566977,0.0024244585,0.9751684,0.000035124922,0.0010798745,0.0019958932,0.00023132392,0.0009485077,0.0029598803,0.0006969772,0.0012851058,0.00060744665],"about_ca_topic_score_codex":0.000076738244,"about_ca_topic_score_gemma":0.0000071660947,"teacher_disagreement_score":0.009947823,"about_ca_system_score_codex":0.00055225665,"about_ca_system_score_gemma":0.0004350456,"threshold_uncertainty_score":0.9997673},"labels":[],"label_agreement":null},{"id":"W4380290663","doi":"10.3760/cma.j.cn112137-20220909-01910","title":"[Alertness and task processing speed impairment status and influencing factors of young-middle aged men with obstructive sleep apnea hypopnea syndrome].","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Alertness; Medicine; Polysomnography; Epworth Sleepiness Scale; Obstructive sleep apnea; Montreal Cognitive Assessment; Neurocognitive; Hypopnea; Memory span; Physical therapy; Cognition; Audiology; Apnea; Pediatrics; Internal medicine; Working memory; Cognitive impairment; Psychiatry","score_opus":0.02495284140830068,"score_gpt":0.2506814141534305,"score_spread":0.2257285727451298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380290663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99673575,0.0002947716,0.000026008925,0.000076143355,0.00005848722,0.002027254,0.000040238538,0.00013266082,0.00060870394],"genre_scores_gemma":[0.9992301,0.000018013454,0.00015178634,0.0000112121925,0.000029887831,0.00028463863,0.00003489982,0.00006342119,0.00017603136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972131,0.00008738213,0.00037643578,0.0005788471,0.00078806625,0.00095612253],"domain_scores_gemma":[0.99860644,0.00014674934,0.0001944821,0.00029391094,0.0002342027,0.00052423676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004387715,0.00031029838,0.0005904465,0.0004804807,0.00017282015,0.00007212357,0.00010869925,0.000108960965,0.000009318977],"category_scores_gemma":[0.00026713393,0.00023947109,0.000046141166,0.0009553992,0.0005063208,0.00034953302,0.00020728305,0.00033298158,0.0000019892364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005163882,0.00009087497,0.94120985,0.00084648276,0.0003752747,0.00017822196,0.006125087,0.000021937381,0.0029859415,0.000010286383,0.0000048434445,0.047634806],"study_design_scores_gemma":[0.0029087313,0.0002588915,0.98188347,0.00006752084,0.00015678829,0.00017978037,0.008537013,0.0009980274,0.0046967673,0.00006656119,0.0000074464433,0.00023897893],"about_ca_topic_score_codex":0.00022728863,"about_ca_topic_score_gemma":0.00002372061,"teacher_disagreement_score":0.047395825,"about_ca_system_score_codex":0.00025040488,"about_ca_system_score_gemma":0.00005570924,"threshold_uncertainty_score":0.9765347},"labels":[],"label_agreement":null},{"id":"W4380421811","doi":"10.1111/jsr.13938","title":"Obstructive sleep apnea and cognitive functioning in the older general population: The moderating effect of age, sex, <scp>ApoE4,</scp> and obesity","year":2023,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Université de Lausanne; Fondation Leenaards; École Polytechnique Fédérale de Lausanne; GlaxoSmithKline; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Obstructive sleep apnea; Stroop effect; Medicine; Sleep apnea; Polysomnography; Population; Apnea–hypopnea index; Internal medicine; Obesity; Apnea; Physical therapy; Cardiology; Cognition; Psychiatry","score_opus":0.03995709059989298,"score_gpt":0.35798793051812705,"score_spread":0.31803083991823405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380421811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99681056,0.00073772925,0.00019884625,0.0005212334,0.00010362213,0.00090654567,0.0000057005623,0.000009438594,0.00070632243],"genre_scores_gemma":[0.9990879,0.00006587512,0.00015212108,0.00003470182,0.00042648774,0.000031268322,0.000008243518,0.000027816975,0.00016555881],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948469,0.0018646517,0.0005572629,0.00030025907,0.001858926,0.000571999],"domain_scores_gemma":[0.9920923,0.00648476,0.00022212991,0.00022993208,0.0007992313,0.0001716129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008573762,0.0001900654,0.0005098669,0.0007533176,0.00056531513,0.00015378684,0.0002273696,0.00013352028,0.000016713888],"category_scores_gemma":[0.004649238,0.00010857913,0.000111866146,0.0014237573,0.0006246409,0.00029714973,0.00026759773,0.0018958045,0.0000048587617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048384632,0.00011215526,0.8989648,0.00031911707,0.00048173894,0.0005891975,0.009090464,0.00034832142,0.0060353894,0.00022643275,0.0001303031,0.08321822],"study_design_scores_gemma":[0.0031410954,0.0010489043,0.9556973,0.00018398208,0.0001183168,0.0005221909,0.011288556,0.02415224,0.0032156943,0.0005575134,0.000020249401,0.000053933407],"about_ca_topic_score_codex":0.00016534417,"about_ca_topic_score_gemma":0.00002829177,"teacher_disagreement_score":0.08316428,"about_ca_system_score_codex":0.000116735726,"about_ca_system_score_gemma":0.000044504544,"threshold_uncertainty_score":0.82364327},"labels":[],"label_agreement":null},{"id":"W4380715194","doi":"10.1007/978-3-031-32371-3_7","title":"Intermittent Hypoxia and Weight Loss: Insights into the Etiology of the Sleep Apnea Phenotype","year":2023,"lang":"en","type":"article","venue":"Advances in experimental medicine and biology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Intermittent hypoxia; Medicine; Sleep apnea; Blood pressure; Apnea; Internal medicine; Endocrinology; Hypoxia (environmental); Obstructive sleep apnea; Leptin; Obesity","score_opus":0.0235193004059623,"score_gpt":0.3525991240989878,"score_spread":0.3290798236930255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380715194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9603855,0.03288938,0.00001694415,0.004753717,0.00051823456,0.00034723416,9.897378e-7,0.000014976777,0.0010730021],"genre_scores_gemma":[0.9956939,0.0033924037,0.000059133756,0.00058530516,0.00017041572,0.000048719947,0.000009678673,0.000009591685,0.000030855754],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989227,0.00016170846,0.00028265567,0.00029126904,0.00011198762,0.00022968363],"domain_scores_gemma":[0.9992657,0.00032086574,0.00007677543,0.00023696943,0.000039276158,0.000060415616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018448723,0.00014109343,0.00033173285,0.00014386442,0.0000816604,0.0000016109772,0.00015944161,0.0000873678,0.000043003427],"category_scores_gemma":[0.00018082425,0.00006328767,0.000029743554,0.00035925783,0.0025168739,0.000055846118,0.00031339042,0.00023543969,0.000004526974],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006788744,0.00014887293,0.20458879,0.00011329361,0.0001104348,0.000039493996,0.01424494,0.000001558087,0.55741805,0.010936813,0.00009258651,0.2116263],"study_design_scores_gemma":[0.01590716,0.010049939,0.533493,0.0005290437,0.0001677321,0.00041831107,0.057482928,0.0026959872,0.24583843,0.027619623,0.105132855,0.0006650219],"about_ca_topic_score_codex":0.00007387285,"about_ca_topic_score_gemma":0.000044629684,"teacher_disagreement_score":0.32890418,"about_ca_system_score_codex":0.000034016222,"about_ca_system_score_gemma":0.000009469966,"threshold_uncertainty_score":0.92735267},"labels":[],"label_agreement":null},{"id":"W4380883408","doi":"10.1002/alz.067533","title":"Subjective and objective cognitive impairment in patients with obstructive sleep apnea","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Polysomnography; Obstructive sleep apnea; Medicine; Cognition; Internal medicine; Dementia; Effects of sleep deprivation on cognitive performance; Physical therapy; Sleep apnea; Cognitive impairment; Pediatrics; Apnea; Psychiatry; Disease","score_opus":0.014484486993575778,"score_gpt":0.2722677225390891,"score_spread":0.2577832355455133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380883408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941514,0.0016196863,0.000060811915,0.000118496166,0.00013681271,0.002237498,0.000064704254,0.000114693445,0.0014958606],"genre_scores_gemma":[0.9990006,0.000010582711,0.0003734566,0.00008909278,0.000050643168,0.00024612586,0.0001548861,0.000067654604,0.0000069354846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972938,0.00014754831,0.0003186841,0.0007712353,0.00073120685,0.0007375771],"domain_scores_gemma":[0.9986776,0.0002046412,0.00011485072,0.00026452038,0.0004856286,0.00025275067],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002616,0.00034631966,0.00043731724,0.00058100215,0.00014764049,0.000039113507,0.000103798164,0.00011261772,0.00012926613],"category_scores_gemma":[0.0000905866,0.0002963431,0.00006866369,0.0012027784,0.00037120155,0.00029925798,0.00023725489,0.00041078732,0.000150918],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019712881,0.00036785615,0.9366639,0.000013490928,0.011220808,0.000099251425,0.0020718526,0.000003028847,0.000075703174,0.00008597726,0.000019823294,0.047407005],"study_design_scores_gemma":[0.008134259,0.0014183408,0.97910225,0.000049310904,0.0039887093,0.000009054066,0.0026498502,0.0002523732,0.003891805,0.0001774353,0.000019337336,0.0003072658],"about_ca_topic_score_codex":0.00015389918,"about_ca_topic_score_gemma":0.00006954844,"teacher_disagreement_score":0.04709974,"about_ca_system_score_codex":0.00006283173,"about_ca_system_score_gemma":0.00005692844,"threshold_uncertainty_score":0.99994886},"labels":[],"label_agreement":null},{"id":"W4380883819","doi":"10.1002/alz.066923","title":"Association between default‐mode network and medial temporal lobe functional connectivity and episodic memory in late middle‐aged and older patients with obstructive sleep apnea","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Canadian Sleep & Circadian Network; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital Rivière-des-Prairies; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Default mode network; Episodic memory; Audiology; Obstructive sleep apnea; Polysomnography; Medicine; Cognition; Neuropsychology; Functional magnetic resonance imaging; Temporal lobe; Psychology; Internal medicine; Apnea; Neuroscience; Psychiatry","score_opus":0.022620517522068933,"score_gpt":0.260706840606839,"score_spread":0.2380863230847701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380883819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957464,0.0024912755,0.0001094133,0.00031319456,0.00021609558,0.0009152191,0.00005434897,0.000064183136,0.00008991095],"genre_scores_gemma":[0.9988305,0.00002136992,0.0004108443,0.00006575491,0.00023454131,0.00006378489,0.0003186423,0.000041947238,0.00001260517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976069,0.00023875448,0.00032445125,0.00059078686,0.0006745684,0.00056454155],"domain_scores_gemma":[0.9987806,0.00047317825,0.00017130579,0.00017238724,0.0001678346,0.00023466704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006341163,0.00026173997,0.00043484362,0.00022385856,0.00021763322,0.000051879506,0.00005516026,0.00018216325,0.000059844348],"category_scores_gemma":[0.00014125569,0.00023996447,0.000035810197,0.00049643894,0.00022417055,0.00031332075,0.00018586798,0.00041956647,0.000011149238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003167919,0.000059040187,0.9727009,0.000021507389,0.005098543,0.000016150196,0.0006325145,0.000024637495,0.000115775976,0.0000137166,0.00011952075,0.02088092],"study_design_scores_gemma":[0.0059132935,0.00021381327,0.9882958,0.00003412314,0.0034826,0.0000026753814,0.0001498517,0.0009660735,0.00027262364,0.00040704582,0.00003033903,0.00023179172],"about_ca_topic_score_codex":0.0002497093,"about_ca_topic_score_gemma":0.00043163574,"teacher_disagreement_score":0.02064913,"about_ca_system_score_codex":0.00005060991,"about_ca_system_score_gemma":0.00003136907,"threshold_uncertainty_score":0.97854674},"labels":[],"label_agreement":null},{"id":"W4380884231","doi":"10.1002/alz.066947","title":"Sleep apnea and cognition in older APOE4 carriers and non‐carriers","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Verbal fluency test; Psychology; Cognition; Neuropsychology; Montreal Cognitive Assessment; Effects of sleep deprivation on cognitive performance; Audiology; Recall; Dementia; Developmental psychology; Clinical psychology; Disease; Psychiatry; Cognitive psychology; Medicine; Cognitive impairment; Internal medicine","score_opus":0.022188799817059707,"score_gpt":0.296145764863184,"score_spread":0.2739569650461243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380884231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855405,0.01033211,0.000089223475,0.0008903484,0.00021402662,0.0008530884,0.00002096423,0.000083562554,0.001976154],"genre_scores_gemma":[0.99914414,0.0000828393,0.00028272465,0.00020924126,0.00007174059,0.0000764636,0.000082721526,0.000038354305,0.000011761705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845046,0.00005765782,0.00023672075,0.00043256886,0.00035392758,0.0004686881],"domain_scores_gemma":[0.9993228,0.00007123217,0.000043644817,0.00021186372,0.00007827444,0.00027222943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033229307,0.0001784629,0.0002478836,0.00036520784,0.00010802195,0.00004068604,0.00006479137,0.00010672085,0.00018258118],"category_scores_gemma":[0.000065291984,0.00017836504,0.000040788607,0.0004918197,0.00025085683,0.00016419897,0.00014542897,0.00024574398,0.0000733213],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003731408,0.00013647744,0.49438506,0.00011629294,0.0135857295,0.0004703402,0.0035689012,0.000005493598,0.027302867,0.00018893665,0.0016020631,0.4582647],"study_design_scores_gemma":[0.0072570033,0.00030961304,0.9439741,0.000055159406,0.008771675,0.00006129166,0.0033941267,0.007543863,0.025965875,0.0003647877,0.0018377104,0.00046479816],"about_ca_topic_score_codex":0.00009485435,"about_ca_topic_score_gemma":0.000045210047,"teacher_disagreement_score":0.4577999,"about_ca_system_score_codex":0.00001074726,"about_ca_system_score_gemma":0.000021244847,"threshold_uncertainty_score":0.7273515},"labels":[],"label_agreement":null},{"id":"W4381251709","doi":"10.3389/fneur.2023.1215882","title":"Altered resting-state functional connectivity patterns in late middle-aged and older adults with obstructive sleep apnea","year":2023,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; École de Technologie Supérieure; McGill University; Douglas Mental Health University Institute; Canadian Sleep & Circadian Network; Université de Montréal; Hôpital Rivière-des-Prairies; Hôpital du Sacré-Cœur de Montréal","funders":"Canadian Institutes of Health Research; Réseau en Bio-Imagerie du Quebec; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Obstructive sleep apnea; Polysomnography; Default mode network; Cognitive decline; Medicine; Resting state fMRI; Montreal Cognitive Assessment; Cognition; Neuropsychology; Audiology; Hippocampus; Cardiology; Neuropsychological assessment; Functional magnetic resonance imaging; Internal medicine; Temporal lobe; Neuroscience; Apnea; Psychology; Dementia; Disease; Psychiatry","score_opus":0.017402749597568826,"score_gpt":0.2429739057537394,"score_spread":0.22557115615617057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381251709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99554026,0.00006188513,0.0014123598,0.0010227929,0.0008547631,0.00086442905,0.00003381247,0.000091868555,0.00011785209],"genre_scores_gemma":[0.9988943,0.000019495243,0.00040376195,0.00030420872,0.00008151473,0.000115725365,0.000046569883,0.000049468963,0.00008499535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975541,0.00037459604,0.0003010689,0.0007839781,0.00031254126,0.0006736762],"domain_scores_gemma":[0.99906826,0.0003084553,0.00009245222,0.00029555341,0.00007936261,0.00015589445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033132534,0.00023969672,0.00048308854,0.0007896093,0.00006870426,0.000014504407,0.00010362032,0.00015498526,0.000030516872],"category_scores_gemma":[0.0003199605,0.0002219123,0.00003785059,0.00075781933,0.0003452529,0.00012948521,0.00014325893,0.0009536356,0.000009214015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062795794,0.00009077777,0.9785077,0.00012463135,0.00007194012,0.0013334595,0.0015925887,0.0004944638,0.00029927006,0.000007692987,0.000110100205,0.011087786],"study_design_scores_gemma":[0.0079129655,0.00065566873,0.96090585,0.00005181148,0.000017859638,0.00011902371,0.00035576124,0.029189197,0.00015968198,0.00044153645,0.000021570902,0.00016905867],"about_ca_topic_score_codex":0.00017936995,"about_ca_topic_score_gemma":0.0005294332,"teacher_disagreement_score":0.028694734,"about_ca_system_score_codex":0.000078036355,"about_ca_system_score_gemma":0.00003209357,"threshold_uncertainty_score":0.9049321},"labels":[],"label_agreement":null},{"id":"W4381549103","doi":"10.1186/s41606-023-00087-z","title":"Gender differences in obstructive sleep apnea with comorbid treatment-resistant depression","year":2023,"lang":"en","type":"article","venue":"Sleep Science and Practice","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Queen's University; ResMed; ResMed Foundation","keywords":"Obstructive sleep apnea; Depression (economics); Epworth Sleepiness Scale; Polysomnography; Medicine; Mood; Excessive daytime sleepiness; Sleep apnea; Physical therapy; Apnea–hypopnea index; Sleep disorder; Psychiatry; Psychology; Apnea; Internal medicine; Insomnia","score_opus":0.05731802925243372,"score_gpt":0.34863161543799215,"score_spread":0.2913135861855584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381549103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796431,0.00026534506,0.00031209626,0.0016012588,0.00013531407,0.00062016724,0.000008944071,0.00007580405,0.017337939],"genre_scores_gemma":[0.9975944,0.00010612318,0.0019425871,0.00013218833,0.00004968718,0.000059931746,0.0000059414015,0.000016275942,0.000092840935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971122,0.00017181973,0.00020061545,0.00068761496,0.0012160662,0.0006116897],"domain_scores_gemma":[0.997924,0.0009121793,0.00010748813,0.0003722691,0.00039072096,0.00029340028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011415596,0.00020104414,0.0002793583,0.0005286722,0.00037202847,0.00013246496,0.00019250068,0.000063506996,0.00007629485],"category_scores_gemma":[0.0016746983,0.0001313051,0.000026342117,0.0024275593,0.0009901103,0.0010583447,0.00014677903,0.00025921696,0.0000648799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005552277,0.0006456916,0.51937383,0.00009895109,0.00019440935,0.0015451103,0.007386182,0.00001827162,0.0634955,0.0012951773,0.000015926791,0.40037867],"study_design_scores_gemma":[0.0034763757,0.0011545916,0.9665177,0.000044787215,0.000158733,0.0004035091,0.012733635,0.00814133,0.005475612,0.00033509737,0.0012611621,0.00029747904],"about_ca_topic_score_codex":0.0002997167,"about_ca_topic_score_gemma":0.0000592949,"teacher_disagreement_score":0.44714385,"about_ca_system_score_codex":0.0002576535,"about_ca_system_score_gemma":0.00017270984,"threshold_uncertainty_score":0.5354467},"labels":[],"label_agreement":null},{"id":"W4381597854","doi":"10.1183/16000617.0257-2022","title":"The role of oral appliance therapy in obstructive sleep apnoea","year":2023,"lang":"en","type":"review","venue":"European Respiratory Review","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Sleep (system call); Oral appliance; Intensive care medicine; Obstructive sleep apnea; Internal medicine","score_opus":0.1261670962211607,"score_gpt":0.39685928312284857,"score_spread":0.27069218690168784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381597854","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011545185,0.9828515,0.0000014178074,0.000032021733,0.00017261835,0.005048449,0.00004104428,0.00008327871,0.01175811],"genre_scores_gemma":[0.00000444369,0.9985127,0.000049498954,0.0002368877,0.00022283642,0.00036075976,0.000026201265,0.0003074422,0.00027927192],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99235183,0.0032494653,0.0019548775,0.0008795586,0.000880141,0.00068409793],"domain_scores_gemma":[0.99613523,0.00056727947,0.0009466707,0.0018316286,0.00029789688,0.00022131029],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040081926,0.0006927472,0.0033165354,0.00030379364,0.00012009411,0.000034271623,0.0011444147,0.0001462139,0.00010464885],"category_scores_gemma":[0.0009560524,0.00042005282,0.000973056,0.0021348966,0.0004802526,0.00007164594,0.00039718504,0.0014749477,0.0018957665],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022835264,0.00005250563,0.000060157392,0.042459298,0.00030882016,0.0001561969,0.000015784912,4.687323e-8,0.000004465636,0.00025263533,0.00019805494,0.9564692],"study_design_scores_gemma":[0.0004120803,0.00019309035,0.00028639106,0.06439804,0.0003313486,0.000028355105,0.000022012091,8.546172e-7,0.000005102112,0.000026040834,0.93399614,0.0003005291],"about_ca_topic_score_codex":0.0000060037733,"about_ca_topic_score_gemma":0.000005002198,"teacher_disagreement_score":0.95616865,"about_ca_system_score_codex":0.00026370783,"about_ca_system_score_gemma":0.0002478849,"threshold_uncertainty_score":0.9998251},"labels":[],"label_agreement":null},{"id":"W4381887928","doi":"10.1016/j.jdiacomp.2023.108551","title":"One hour post-load glucose levels among patients with obstructive sleep apnea and normal glucose tolerance","year":2023,"lang":"en","type":"article","venue":"Journal of Diabetes and its Complications","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Medicine; Obstructive sleep apnea; Diabetes mellitus; Internal medicine; Impaired glucose tolerance; Sleep apnea; Endocrinology; Cardiology; Type 2 diabetes","score_opus":0.018978756465422977,"score_gpt":0.26046101717953557,"score_spread":0.2414822607141126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381887928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970893,0.00085758884,0.000061690065,0.0011834354,0.00005882215,0.00041634627,0.000105636944,0.000023181006,0.00020397018],"genre_scores_gemma":[0.9988836,0.00005701355,0.0007557974,0.000121093784,0.00009555743,0.00001672094,0.000019285455,0.0000251891,0.000025714391],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984878,0.000047185535,0.0003679816,0.00022120724,0.0005423666,0.0003334605],"domain_scores_gemma":[0.99740857,0.00017232097,0.0002710062,0.00019729187,0.001617134,0.00033367405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019392231,0.00015640864,0.00035507604,0.00024784746,0.00021064105,0.00005651887,0.00012857001,0.000060224196,0.000024068997],"category_scores_gemma":[0.00021831354,0.00012736421,0.000059809154,0.00045993004,0.00018415278,0.00041118075,0.00009905517,0.0003466435,0.000012491249],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015344164,0.0004157503,0.8809655,0.0001380719,0.00046745889,0.0000070363517,0.0007948533,0.000029952256,0.022943506,0.0002878077,0.00003558757,0.09376106],"study_design_scores_gemma":[0.002528665,0.0007599864,0.9904705,0.00011216986,0.0001230172,0.000010801396,0.00021320177,0.00172785,0.0037106152,0.0001316201,0.000076552875,0.00013499876],"about_ca_topic_score_codex":0.000003946083,"about_ca_topic_score_gemma":0.0000041328117,"teacher_disagreement_score":0.10950504,"about_ca_system_score_codex":0.000074284166,"about_ca_system_score_gemma":0.000049667466,"threshold_uncertainty_score":0.51937616},"labels":[],"label_agreement":null},{"id":"W4381996367","doi":"10.3389/frsle.2023.1162652","title":"Role of automated detection of respiratory related heart rate changes in the diagnosis of sleep disordered breathing","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Case Western Reserve University; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Medicine; Respiratory rate; Heart rate; Cardiology; Polysomnography; Polysomnogram; Receiver operating characteristic; Intraclass correlation; Respiratory system; Heart rate variability; Photoplethysmogram; Ventilation (architecture); Internal medicine; Sleep apnea; Apnea; Blood pressure","score_opus":0.01604184194100127,"score_gpt":0.2828383304812991,"score_spread":0.2667964885402978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381996367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99705017,0.0011520968,0.000045728448,0.0004345184,0.0002404019,0.00075344805,0.00001855463,0.000088592584,0.00021649193],"genre_scores_gemma":[0.99936736,0.00008737814,0.0003167659,0.000031922176,0.000019256075,0.0001233255,0.000013160008,0.000030089745,0.000010731349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786556,0.0005066428,0.000565249,0.00026667374,0.00046913855,0.00032674207],"domain_scores_gemma":[0.99895024,0.00022979874,0.0002094087,0.0004220074,0.00014232112,0.000046240017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015735138,0.00014529555,0.0005306624,0.0010420704,0.000034728935,0.000004766921,0.0002001904,0.00017868262,0.000019731353],"category_scores_gemma":[0.0007847416,0.00012109779,0.00009450821,0.002415455,0.00023577239,0.000087143504,0.00007822367,0.0003563172,0.00000405095],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044798775,0.00027355127,0.7490081,0.0002986551,0.00016784336,0.000029267097,0.005729535,0.0005172032,0.20005667,0.000018708875,0.00022262614,0.043229815],"study_design_scores_gemma":[0.0021953387,0.0004487368,0.7868346,0.00018051366,0.00005770509,0.0000043668424,0.006851393,0.049773768,0.15298443,0.00034480868,0.00021363489,0.00011071868],"about_ca_topic_score_codex":0.0003145729,"about_ca_topic_score_gemma":0.00018820942,"teacher_disagreement_score":0.049256563,"about_ca_system_score_codex":0.00011644481,"about_ca_system_score_gemma":0.000023510045,"threshold_uncertainty_score":0.4938225},"labels":[],"label_agreement":null},{"id":"W4382344452","doi":"10.1002/ppul.26567","title":"Polysomnography in hospitalized children: Characteristics and clinical practice at a single tertiary care center","year":2023,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Medicine; Interquartile range; Polysomnography; Pediatrics; Sleep study; Tertiary care; Obstructive sleep apnea; Single Center; Gold standard (test); Sleep disordered breathing; Emergency medicine; Physical therapy; Apnea; Surgery; Internal medicine","score_opus":0.014728089624527027,"score_gpt":0.32501703222990935,"score_spread":0.3102889426053823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382344452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951123,0.0010079797,0.0000037493314,0.0021318435,0.00039659374,0.0005941027,0.000052274056,0.00012472842,0.0005763993],"genre_scores_gemma":[0.99656224,0.0017009176,0.00044278815,0.00035086344,0.00063025136,0.000034787314,0.00019217521,0.000038811773,0.00004714101],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978229,0.00019082673,0.00055190787,0.0005746979,0.0002620492,0.0005976434],"domain_scores_gemma":[0.9987861,0.00036824693,0.00015736901,0.0003123661,0.0001536786,0.00022227569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035023512,0.000192076,0.00044064564,0.000771218,0.000069447146,0.000019884592,0.00013408558,0.0002937417,0.000041318377],"category_scores_gemma":[0.0012496451,0.00018229565,0.0001232697,0.0008682619,0.0002007087,0.00012502275,0.00039768874,0.0005402094,0.00017549621],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034743428,0.00036500813,0.9862284,0.000054072523,0.000077903904,0.00044882306,0.00021390997,2.0753346e-8,0.00010276022,0.00001129983,0.00033768488,0.011812658],"study_design_scores_gemma":[0.0028143679,0.00043495142,0.9947482,0.0000057349175,0.00016735595,0.0002893644,0.00017085332,0.000041599098,0.000017663246,0.000016214308,0.001138928,0.00015477327],"about_ca_topic_score_codex":0.00004505149,"about_ca_topic_score_gemma":0.000009684166,"teacher_disagreement_score":0.011657885,"about_ca_system_score_codex":0.00012983716,"about_ca_system_score_gemma":0.00003729221,"threshold_uncertainty_score":0.7433801},"labels":[],"label_agreement":null},{"id":"W4382538827","doi":"10.21203/rs.3.rs-3084613/v1","title":"Evaluation of condylar and mandibular movements on the upper airway during the use of mandibular advancement device for obstructive sleep apnea treatment","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Condyle; Medicine; Temporomandibular joint; Obstructive sleep apnea; Airway; Orthodontics; Mandible (arthropod mouthpart); Cephalometry; Dentistry; Surgery; Anesthesia; Biology","score_opus":0.20291789348188996,"score_gpt":0.43151057826691047,"score_spread":0.2285926847850205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382538827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814411,0.0012270188,0.0002487601,0.0018646622,0.00016142079,0.014083822,0.00085121975,0.0000249703,0.000097026445],"genre_scores_gemma":[0.99389035,0.00062145054,0.00040578225,0.000019332052,0.00014236779,0.003976461,0.00024788,0.00010338067,0.0005930018],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9912378,0.0015573403,0.0006737866,0.00090872176,0.0048481757,0.00077417225],"domain_scores_gemma":[0.99181163,0.002193328,0.00031823435,0.001593134,0.0039071445,0.00017654941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052194037,0.0004146084,0.00070018816,0.0005982799,0.00043443593,0.00007812831,0.00040500824,0.00024698873,0.00020822967],"category_scores_gemma":[0.0026032005,0.0002442174,0.00028908908,0.00047729784,0.00066103577,0.00009766967,0.0009723302,0.00087330263,0.000014993802],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.031121328,0.008666929,0.2670211,0.048258506,0.043961268,0.00031924038,0.02896794,0.06349566,0.13988781,0.015720922,0.000654834,0.35192448],"study_design_scores_gemma":[0.02045523,0.00813331,0.5040862,0.004192055,0.0022462967,0.000015399617,0.013116351,0.119006656,0.31480083,0.007720014,0.0053262636,0.0009014021],"about_ca_topic_score_codex":0.0003361752,"about_ca_topic_score_gemma":0.000059207432,"teacher_disagreement_score":0.35102308,"about_ca_system_score_codex":0.0016270279,"about_ca_system_score_gemma":0.0002854773,"threshold_uncertainty_score":0.9958896},"labels":[],"label_agreement":null},{"id":"W4382798403","doi":"10.1093/sleep/zsad174","title":"Sleep apnea and diet-induced obesity—the female advantage on the spotlight","year":2023,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Obesity; Sleep apnea; Sleep (system call); Medicine; Obstructive sleep apnea; Apnea; Internal medicine; Pediatrics; Psychology; Cardiology; Computer science","score_opus":0.033857874600316466,"score_gpt":0.2954257292430599,"score_spread":0.2615678546427434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382798403","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14176308,0.00037460832,0.000028479257,0.841563,0.0017335004,0.0026638936,0.000119188495,0.0003052318,0.011449027],"genre_scores_gemma":[0.45003152,0.00011512957,0.00007549528,0.5190945,0.013248525,0.0006067067,0.00049318775,0.00067229697,0.015662592],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99543196,0.00041023234,0.00044751272,0.0009977716,0.0016207692,0.0010917365],"domain_scores_gemma":[0.99642426,0.0012094575,0.00019679741,0.0017969786,0.00018530557,0.00018717983],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007787056,0.00064563745,0.000738252,0.00034062908,0.0005206796,0.00014513759,0.0007518676,0.000753726,0.0005585797],"category_scores_gemma":[0.00058079575,0.0003575193,0.00031828566,0.0006278646,0.00046556737,0.000076427,0.0005412101,0.0048277956,0.002482163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011959664,0.00040838527,0.009914875,0.0016554183,0.0025188518,0.012111317,0.0020233174,0.000002921322,0.0037960485,0.0016305732,0.90200126,0.062741056],"study_design_scores_gemma":[0.002602422,0.0018060624,0.0191378,0.00030096358,0.0009147122,0.00022772199,0.0014024021,0.0011236881,0.004182259,0.0006967414,0.96645296,0.0011522939],"about_ca_topic_score_codex":0.000053513962,"about_ca_topic_score_gemma":0.000019298588,"teacher_disagreement_score":0.32246846,"about_ca_system_score_codex":0.00023200446,"about_ca_system_score_gemma":0.00003380923,"threshold_uncertainty_score":0.9998877},"labels":[],"label_agreement":null},{"id":"W4383058574","doi":"10.5664/jcsm.10694","title":"Characterization of craniofacial-based clinical phenotypes in children with suspected obstructive sleep apnea","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Biomedical sciences; Sleep medicine; Behavioural sciences; Health science; Craniofacial; Family medicine; Dentistry; Medical education; Gerontology; Psychology; Psychiatry; Pathology; Sleep disorder; Internal medicine","score_opus":0.0453263878964333,"score_gpt":0.3875295984102463,"score_spread":0.342203210513813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383058574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99291784,0.000047440004,0.001762771,0.0033212863,0.0008610558,0.0007204619,0.000016449821,0.000044652938,0.00030802042],"genre_scores_gemma":[0.9962934,0.0001304717,0.0007954844,0.00039296556,0.0022009257,0.0000064716137,0.00008491731,0.000059241323,0.000036081135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99259275,0.000757099,0.003998889,0.00046374346,0.0016864525,0.00050108985],"domain_scores_gemma":[0.9935574,0.0018288292,0.00198066,0.00047549413,0.001548732,0.00060889445],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0053235227,0.00031189542,0.0022496297,0.0008819389,0.000051254865,0.000009902201,0.00038539234,0.00037921144,0.00039658727],"category_scores_gemma":[0.009371613,0.00020529194,0.00039838973,0.002051715,0.0012102318,0.00020362069,0.00007521214,0.0017912202,0.000028363958],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051741498,0.00076270034,0.9168059,0.00006108847,0.0006925444,0.00022221486,0.00011588398,0.00003342562,0.0044320505,0.00007626126,0.0000357525,0.07158799],"study_design_scores_gemma":[0.019938214,0.005459388,0.97014385,0.00031228652,0.00046458258,0.000104437284,0.00017082607,0.0022617236,0.0006752789,0.00014897039,0.00014938388,0.00017104774],"about_ca_topic_score_codex":0.00002970663,"about_ca_topic_score_gemma":0.0000138059995,"teacher_disagreement_score":0.071416944,"about_ca_system_score_codex":0.00009872581,"about_ca_system_score_gemma":0.0002598165,"threshold_uncertainty_score":0.9989729},"labels":[],"label_agreement":null},{"id":"W4383093192","doi":"10.58172/ajrpt.v5i2.272","title":"Rol de la kinesiología en el abordaje de la apnea obstructiva del sueño","year":2023,"lang":"es","type":"article","venue":"Argentinian Journal of Respiratory & Physical Therapy","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Political science","score_opus":0.022972736351752978,"score_gpt":0.37296270177483226,"score_spread":0.3499899654230793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383093192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943298,0.0027046336,0.00030175023,0.00060077885,0.00056158943,0.00043502025,0.000044009535,0.00009054716,0.0009318518],"genre_scores_gemma":[0.99205273,0.001135011,0.0004093903,0.0006164259,0.0054614698,0.000022507242,0.000005001169,0.00019927237,0.0000981959],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9907009,0.004902238,0.0010474266,0.0005813069,0.0013509959,0.0014171469],"domain_scores_gemma":[0.9933765,0.0034993878,0.0007622102,0.0007050007,0.0006041914,0.0010526945],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00460603,0.0006427305,0.001263055,0.0007728345,0.00028267098,0.00020568157,0.001042895,0.0005009652,0.0002189071],"category_scores_gemma":[0.0015995788,0.00053019176,0.00102321,0.0014559175,0.0012174885,0.00035855777,0.00018089253,0.0025526923,0.00024089587],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020005614,0.0010706255,0.22276413,0.00013952219,0.001472164,0.0018765158,0.0027955945,0.00012037228,0.64683163,0.0024180794,0.00086948747,0.1176413],"study_design_scores_gemma":[0.008388341,0.002448777,0.7623581,0.00028864687,0.0002466882,0.00030251636,0.00094788417,0.0008458531,0.09445691,0.0055382466,0.123575896,0.0006021337],"about_ca_topic_score_codex":0.000011271652,"about_ca_topic_score_gemma":1.7973787e-7,"teacher_disagreement_score":0.5523747,"about_ca_system_score_codex":0.000355551,"about_ca_system_score_gemma":0.0008668585,"threshold_uncertainty_score":0.99974847},"labels":[],"label_agreement":null},{"id":"W4383102334","doi":"10.1016/j.ijporl.2023.111648","title":"Low incidence of pulmonary hypertension in children with suspected obstructive sleep apnea: A prospective observational study","year":2023,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Cape Town","keywords":"Medicine; Pulmonary hypertension; Obstructive sleep apnea; Prospective cohort study; Incidence (geometry); Internal medicine; Cardiology; Pediatrics; Polysomnography; Sleep study; Apnea","score_opus":0.02530389563251274,"score_gpt":0.301319666674012,"score_spread":0.27601577104149927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383102334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979945,0.00011967008,0.000099389195,0.0003449839,0.0004372181,0.0008680446,0.000023312608,0.000028235047,0.00008465505],"genre_scores_gemma":[0.99835676,0.000048895698,0.00053486647,0.00003850221,0.0009080806,0.000027311931,0.000030608273,0.000032140786,0.00002284895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99667954,0.00020641336,0.0008891817,0.0003624349,0.0015394451,0.00032296605],"domain_scores_gemma":[0.9959074,0.00037314362,0.0006730094,0.00021120293,0.0027008024,0.00013441798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006210681,0.00021991238,0.00058791373,0.0018436158,0.000040892406,0.000016001755,0.0005166161,0.00013142881,0.00007048738],"category_scores_gemma":[0.0009711555,0.00017724127,0.00013088806,0.0014889085,0.0001663808,0.00040648368,0.00021936138,0.0007482427,0.000017927081],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020209562,0.0013405088,0.98817027,0.000015934882,0.0007687203,0.0022660021,0.00045820518,0.00017531968,0.003523833,0.00010225848,0.000023367716,0.0011346113],"study_design_scores_gemma":[0.004452939,0.0013677019,0.9884375,0.00002381156,0.0001595133,0.0029155915,0.0004926549,0.0010730223,0.00062121474,0.00031817256,0.0000013017911,0.0001366001],"about_ca_topic_score_codex":0.00011316854,"about_ca_topic_score_gemma":0.000020809191,"teacher_disagreement_score":0.0029026181,"about_ca_system_score_codex":0.00039357197,"about_ca_system_score_gemma":0.0002965953,"threshold_uncertainty_score":0.7227689},"labels":[],"label_agreement":null},{"id":"W4383302274","doi":"10.5664/jcsm.10706","title":"The association between sleep quality and obstructive sleep apnea with health-related quality of life in children with obesity","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; University of Toronto; Toronto General Hospital; University Health Network; SickKids Foundation; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Medicine; Obstructive sleep apnea; Obesity; Sleep (system call); Sleep apnea; Quality of life (healthcare); Association (psychology); Sleep quality; Gerontology; Pediatrics; Physical therapy; Insomnia; Internal medicine; Psychiatry; Psychology","score_opus":0.08829835212084773,"score_gpt":0.4287002908388823,"score_spread":0.34040193871803454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383302274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97679883,0.0007753376,0.00024084939,0.020864695,0.00023811783,0.0008428659,0.000021455104,0.00002978299,0.00018804114],"genre_scores_gemma":[0.99823785,0.0002679046,0.0003450228,0.00030781268,0.00073483516,0.000006437196,0.000024762188,0.00003670875,0.000038661816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9887077,0.0025824686,0.0049226154,0.00045365904,0.0026729847,0.00066053896],"domain_scores_gemma":[0.983928,0.008570717,0.0047662635,0.000494413,0.0013627369,0.0008778321],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.026886184,0.0003082503,0.0027942022,0.0003593413,0.00019340981,0.000018031815,0.000348191,0.0003378159,0.00003277219],"category_scores_gemma":[0.021435093,0.00016433444,0.00022086703,0.0015399932,0.0010926552,0.00020691754,0.0001260214,0.0023634427,0.000005966983],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033619427,0.00024800556,0.9452491,0.00010147674,0.0021322623,0.000018755107,0.00049623544,0.00001879356,0.000020142508,0.0001873275,0.000061098275,0.04810487],"study_design_scores_gemma":[0.016396143,0.004087671,0.9767414,0.0002449114,0.00033105296,0.00004253411,0.0012205219,0.00017359396,0.000020183463,0.0005495798,0.000035579662,0.00015685179],"about_ca_topic_score_codex":0.00083464803,"about_ca_topic_score_gemma":0.00028477205,"teacher_disagreement_score":0.047948018,"about_ca_system_score_codex":0.0003597924,"about_ca_system_score_gemma":0.0002835704,"threshold_uncertainty_score":0.99993813},"labels":[],"label_agreement":null},{"id":"W4383314130","doi":"10.37766/inplasy2023.7.0019","title":"The Effect of Sevoflurane on Postoperative Sleep Quality: a Systematic Review","year":2023,"lang":"en","type":"review","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Publication bias; Quality assessment; Subgroup analysis; Cohort; Cohort study; Systematic review; Observational study; MEDLINE; Internal medicine; Pathology","score_opus":0.07507637634084656,"score_gpt":0.45308012630721933,"score_spread":0.37800374996637276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383314130","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000019902827,0.97825027,0.0000041636126,0.00036423095,0.00015918126,0.017806755,0.000041437997,0.0000870606,0.0032848963],"genre_scores_gemma":[0.0000035259338,0.99325633,0.0000087795315,0.000110866684,0.00005858064,0.0018277991,0.000072286006,0.00011267613,0.0045491843],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9911283,0.004557959,0.0019364838,0.00052709534,0.0014133439,0.00043679075],"domain_scores_gemma":[0.98644435,0.010723955,0.0007031119,0.001649618,0.00030927593,0.00016969135],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005751201,0.0006062319,0.0076946537,0.00023799427,0.000120945304,0.000029898885,0.00050982396,0.00022965918,0.00012213174],"category_scores_gemma":[0.010397621,0.00024226076,0.0014278955,0.0011327892,0.00020262637,0.000028329405,0.00018106872,0.00089492503,0.0018524196],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029801326,0.000016480904,5.784667e-7,0.86359435,0.0017120662,0.000036145568,0.000012272014,1.0834431e-8,4.1621496e-7,0.0005668362,0.00019554055,0.1338355],"study_design_scores_gemma":[0.0004153211,0.001397637,0.0000011862045,0.9558738,0.007836706,0.00010868446,0.000026678925,0.000004013173,0.000012119058,0.0000029674222,0.034099158,0.00022174059],"about_ca_topic_score_codex":0.000024548957,"about_ca_topic_score_gemma":0.0000065219224,"teacher_disagreement_score":0.13361375,"about_ca_system_score_codex":0.0003257812,"about_ca_system_score_gemma":0.00010957915,"threshold_uncertainty_score":0.99892473},"labels":[],"label_agreement":null},{"id":"W4383535335","doi":"10.31083/j.jin2204083","title":"Correlation between Obstructive Sleep Apnea Syndrome (OSAS) and Cognitive Dysfunction in Elderly Patients with Hypertension","year":2023,"lang":"en","type":"article","venue":"Journal of Integrative Neuroscience","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"China International Medical Foundation","keywords":"Obstructive sleep apnea; Medicine; Polysomnography; Montreal Cognitive Assessment; Internal medicine; Homocysteine; Body mass index; Cognition; Cardiology; Atrial fibrillation; Apnea; Physical therapy; Cognitive impairment; Disease; Psychiatry","score_opus":0.02182763653613019,"score_gpt":0.2765642037353082,"score_spread":0.25473656719917803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383535335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942854,0.000017810225,0.004539344,0.00025275184,0.00031826604,0.0004292286,0.000014509949,0.000016132924,0.00012657032],"genre_scores_gemma":[0.99964494,0.000008988009,0.00016284976,0.00007220135,0.00003582341,0.0000056372996,0.000007921525,0.000017096438,0.000044561028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979285,0.0001615146,0.0004051681,0.00033041646,0.00088826125,0.0002861554],"domain_scores_gemma":[0.99777526,0.00047562807,0.00033180875,0.000096113785,0.0011327273,0.00018847953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038253432,0.00019063111,0.0004188427,0.0008368626,0.00011930777,0.00004230752,0.000088385576,0.00007406061,0.0000073311803],"category_scores_gemma":[0.0019513287,0.00011850414,0.000055875877,0.0016064493,0.0004497234,0.0007157969,0.00005637208,0.0007503427,0.000008499127],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008258479,0.00012858122,0.9552361,0.000018379082,0.000030599993,0.00056845025,0.0006666249,0.000036194986,0.0061287475,0.000028070905,0.000011589186,0.036320858],"study_design_scores_gemma":[0.0029389705,0.004772392,0.98623437,0.00024265418,0.000071095215,0.00050746877,0.0014923476,0.002391209,0.001125691,0.00010726208,0.000009430829,0.00010709717],"about_ca_topic_score_codex":0.0000143188245,"about_ca_topic_score_gemma":0.000009206576,"teacher_disagreement_score":0.036213763,"about_ca_system_score_codex":0.00013388964,"about_ca_system_score_gemma":0.0000682857,"threshold_uncertainty_score":0.48324588},"labels":[],"label_agreement":null},{"id":"W4383709837","doi":"10.1007/s11325-023-02854-9","title":"Excessive daytime sleepiness in young and middle-aged Chinese adults with obstructive sleep apnea: implications for cognitive dysfunction","year":2023,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Obstructive sleep apnea; Medicine; Body mass index; Excessive daytime sleepiness; Apnea; Internal medicine; Montreal Cognitive Assessment; Physical therapy; Cognition; Polysomnography; Pediatrics; Cardiology; Sleep disorder; Psychiatry; Cognitive impairment","score_opus":0.01733753324462676,"score_gpt":0.2832619996817592,"score_spread":0.2659244664371324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383709837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992208,0.00024068938,0.0038625398,0.0007268469,0.00014096285,0.0018753844,0.0001439917,0.0001455824,0.00065601856],"genre_scores_gemma":[0.9979211,0.00003345331,0.0007302229,0.00005882706,0.00018601592,0.000582629,0.00033524577,0.00006176599,0.00009070809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998015,0.00007705303,0.0003239167,0.0007619475,0.00027240303,0.0005496801],"domain_scores_gemma":[0.9984605,0.00053401024,0.0001318107,0.00023297545,0.00041065426,0.00023008017],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033884175,0.00032202763,0.0004639157,0.0005153192,0.000376049,0.00007852032,0.000084980275,0.00015686163,0.000012166063],"category_scores_gemma":[0.0004778345,0.00025552444,0.00006219094,0.001058824,0.00026596774,0.0004467867,0.00012690623,0.000390735,0.000007829746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003402118,0.0001842944,0.8427449,0.000747473,0.00048884086,0.000110288056,0.0116358455,0.000019946494,0.003826423,0.00030702495,0.000005575099,0.1365273],"study_design_scores_gemma":[0.00902265,0.0004263424,0.9713541,0.00041689372,0.0002046603,0.00037345645,0.006298897,0.010461903,0.00034896706,0.0007849873,0.000003701982,0.00030342006],"about_ca_topic_score_codex":0.00019831838,"about_ca_topic_score_gemma":0.0002526677,"teacher_disagreement_score":0.13622388,"about_ca_system_score_codex":0.00011219163,"about_ca_system_score_gemma":0.000026086664,"threshold_uncertainty_score":0.9999897},"labels":[],"label_agreement":null},{"id":"W4383739285","doi":"10.5327/1516-3180.141s1.558","title":"Stroke profile in patients with high risk of obstructive sleep apnea: a transversal study","year":2023,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universidade Federal de Uberlândia","keywords":"Medicine; Stroke (engine); Internal medicine; Thrombolysis; Cardiology; Sleep apnea; Obstructive sleep apnea; Etiology; Myocardial infarction","score_opus":0.010722189721393117,"score_gpt":0.2629716255408827,"score_spread":0.2522494358194896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383739285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99582845,0.0000030501867,0.000076236094,0.000045645167,0.00007505237,0.00234024,0.00014700173,0.00008425588,0.0014000402],"genre_scores_gemma":[0.998739,7.9968333e-7,0.00076477183,0.000004868068,0.000022752312,0.00009618926,0.00004598501,0.00003633095,0.0002893068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779487,0.00014327535,0.00031679185,0.00040687606,0.00093062577,0.00040757857],"domain_scores_gemma":[0.9989777,0.0001294987,0.00008517903,0.00037262737,0.00030745575,0.0001275235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002597247,0.00018137075,0.00043049105,0.00048947276,0.000042218908,0.000007478765,0.00013226505,0.000067618625,0.0003702027],"category_scores_gemma":[0.0001311862,0.00013012996,0.000059350434,0.0011370088,0.00014942187,0.00012059287,0.00006856633,0.00036724258,0.00006942269],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002009474,0.0011592541,0.98363364,0.000040444105,0.00042798478,0.000041762156,0.00159942,0.00003072569,0.00020692499,0.000059906477,0.000011204374,0.010779236],"study_design_scores_gemma":[0.01361746,0.0033561143,0.9736981,0.0000126674495,0.00012473173,6.2314206e-7,0.006069157,0.00063320936,0.0023396655,0.000024402458,0.000003419483,0.00012048966],"about_ca_topic_score_codex":0.00077726267,"about_ca_topic_score_gemma":0.00022093572,"teacher_disagreement_score":0.011607986,"about_ca_system_score_codex":0.00011825828,"about_ca_system_score_gemma":0.00003473101,"threshold_uncertainty_score":0.53065455},"labels":[],"label_agreement":null},{"id":"W4383814970","doi":"10.15331/jdsm.7302","title":"Passive Orofacial Myofunctional Therapy Appliance for Treating Obstructive Sleep Apnea: A Clinical Case Report","year":2023,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"College & Association of Registered Nurses of Alberta; University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Medicine; Oral appliance; Orthodontics; Dentistry; Sleep apnea; Orofacial pain; Physical therapy; Anesthesia","score_opus":0.05935694878335856,"score_gpt":0.39988271446619006,"score_spread":0.3405257656828315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383814970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98663366,0.00038385074,0.004733141,0.003234364,0.0030531464,0.0011094668,0.000024671266,0.00006039474,0.0007673357],"genre_scores_gemma":[0.9900138,0.00008281268,0.0022793985,0.0003438685,0.006587914,0.000076486736,0.0000678693,0.0000771906,0.00047066505],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.995386,0.00015586788,0.0018746099,0.0005038422,0.0014881943,0.00059150736],"domain_scores_gemma":[0.99565434,0.0010998899,0.0011965566,0.00034871188,0.0010659501,0.0006345337],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00195787,0.0003476142,0.0011409163,0.000463129,0.0002728759,0.000020692827,0.00021452447,0.0002412525,0.00046300088],"category_scores_gemma":[0.0032564322,0.00024822567,0.00056446536,0.0009521943,0.0006338979,0.0002440634,0.0001023972,0.00095784315,0.00004221368],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008970281,0.000697695,0.26446402,0.0001445114,0.0022848279,0.21397246,0.00091003696,0.00005637508,0.005685734,0.00011117202,0.0059495745,0.4967533],"study_design_scores_gemma":[0.049350556,0.012798691,0.336946,0.00037528377,0.0012109474,0.5625611,0.01251695,0.007011957,0.0029498024,0.0013463835,0.012246547,0.0006858016],"about_ca_topic_score_codex":0.000036012858,"about_ca_topic_score_gemma":0.000012635059,"teacher_disagreement_score":0.4960675,"about_ca_system_score_codex":0.00039964652,"about_ca_system_score_gemma":0.00011387165,"threshold_uncertainty_score":0.999997},"labels":[],"label_agreement":null},{"id":"W4384037104","doi":"10.3390/life13071541","title":"Sleep Architecture and Daytime Sleepiness in Patients with Erectile Dysfunction","year":2023,"lang":"en","type":"article","venue":"Life","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu","keywords":"Erectile dysfunction; Epworth Sleepiness Scale; Medicine; Polysomnography; Excessive daytime sleepiness; Obstructive sleep apnea; Oxygen saturation; Sleep apnea; Internal medicine; Anesthesia; Sleep disorder; Apnea; Insomnia; Oxygen; Psychiatry","score_opus":0.008107250240269804,"score_gpt":0.23881134748664673,"score_spread":0.23070409724637692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384037104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99731255,0.00001830066,0.00014298309,0.00066182594,0.00011759755,0.00045536153,0.000009292719,0.00009477469,0.0011873058],"genre_scores_gemma":[0.99924594,0.0000017617472,0.00016529954,0.00013692865,0.00010518783,0.000032276574,0.00006945843,0.000026961088,0.00021617247],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989416,0.00004174911,0.00012255696,0.00026753487,0.00035706384,0.00026947638],"domain_scores_gemma":[0.9994695,0.000063446096,0.00002733778,0.00019748913,0.00008138632,0.00016081095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011438404,0.000109715875,0.0001858532,0.00029908973,0.00004364739,0.000014341859,0.00004520134,0.0000633833,0.0001266866],"category_scores_gemma":[0.00023085174,0.00008319201,0.000018193006,0.00072141615,0.00006775794,0.00006297273,0.00006244099,0.00026005556,0.000108495115],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007646949,0.00009308444,0.9487564,0.00008030277,0.000054249213,0.000023931867,0.00024845178,0.00007564681,0.00022251926,0.000026203763,0.0001686868,0.049485832],"study_design_scores_gemma":[0.0035346625,0.00035263598,0.99392074,0.00002891044,0.000017686252,0.000003771452,0.000077590405,0.0011175066,0.0001687126,0.000041304582,0.00064559584,0.0000909081],"about_ca_topic_score_codex":0.000040093888,"about_ca_topic_score_gemma":0.000024187084,"teacher_disagreement_score":0.049394924,"about_ca_system_score_codex":0.0000476588,"about_ca_system_score_gemma":0.00001600513,"threshold_uncertainty_score":0.33924717},"labels":[],"label_agreement":null},{"id":"W4384130915","doi":"10.1186/s12871-023-02193-y","title":"The impact of semi-upright position on severity of sleep disordered breathing in patients with obstructive sleep apnea: a two-arm, prospective, randomized controlled trial","year":2023,"lang":"en","type":"article","venue":"BMC Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care; University Health Network Foundation; Canadian Anesthesiologists' Society; University Health Network","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Randomized controlled trial; Anesthesia; Apnea–hypopnea index; Hypopnea; Perioperative; Apnea; Population; Prospective cohort study; Sleep apnea; Anesthesiology; Physical therapy; Internal medicine","score_opus":0.008986180133226383,"score_gpt":0.28312197753926444,"score_spread":0.27413579740603805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384130915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900853,0.000045363708,0.00008071251,0.00006380375,0.000094248004,0.009206672,0.000015157326,0.000044906952,0.00036384643],"genre_scores_gemma":[0.9989808,0.000004012941,0.00016581193,0.000009684721,0.000055771896,0.0006661013,0.000052608924,0.000037566344,0.00002761327],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9959245,0.0016845429,0.0008717656,0.00046675638,0.000540261,0.0005121876],"domain_scores_gemma":[0.9947135,0.003652369,0.0005779127,0.00046620084,0.0004927868,0.00009723082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014802687,0.00032308596,0.0021964393,0.0004222505,0.00012433498,0.000010639078,0.0002038237,0.00019164501,0.00003742848],"category_scores_gemma":[0.001997875,0.00016560864,0.00052122277,0.00070458767,0.00078310067,0.00008697343,0.000062710584,0.00041070773,0.000009111329],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6341054,0.00057012547,0.36298427,0.000029123812,0.0004502091,0.000015831516,0.00038617064,0.00029470964,0.000100289064,0.00033639962,0.0000013558217,0.0007260974],"study_design_scores_gemma":[0.5001217,0.0031228638,0.4920931,0.000030985535,0.000102354956,0.000008713884,0.000114739276,0.0032755297,0.00018184351,0.0008600844,1.974849e-7,0.00008789666],"about_ca_topic_score_codex":0.00026565147,"about_ca_topic_score_gemma":0.000035830242,"teacher_disagreement_score":0.13398372,"about_ca_system_score_codex":0.0002567605,"about_ca_system_score_gemma":0.00012639211,"threshold_uncertainty_score":0.6753324},"labels":[],"label_agreement":null},{"id":"W4384612293","doi":"","title":"The influence of non-breathing-related sleep fragmentation on cognitive function in patients with cerebral small vessel disease","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fragmentation (computing); Breathing; Cognition; Disease; Medicine; Sleep (system call); Cardiology; Neuroscience; Internal medicine; Psychology; Anesthesia; Computer science","score_opus":0.06115292347486237,"score_gpt":0.4510813724722327,"score_spread":0.38992844899737034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384612293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964615,0.00049567217,0.00003941799,0.000069233385,0.00019513037,0.001857318,0.00003598476,0.000011951625,0.00083377084],"genre_scores_gemma":[0.999493,0.00012937118,0.00002081072,0.00011621133,0.000025006548,0.00005151018,0.00004989072,0.000043407603,0.00007078672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972146,0.00026547667,0.0006681106,0.00040391917,0.0011058637,0.00034201195],"domain_scores_gemma":[0.9972348,0.0005203874,0.0006948136,0.00038248627,0.0009178361,0.00024963048],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073071336,0.0002489328,0.0004985552,0.00054256787,0.00014264569,0.00021443926,0.00066076627,0.00008453455,0.0011598675],"category_scores_gemma":[0.00047642263,0.00017154388,0.00009388372,0.0010043584,0.00020626548,0.0011928248,0.00027127014,0.0006012627,0.00003040614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009095992,0.00055331376,0.9725599,0.00015190564,0.0003510945,0.000016514656,0.00025990547,0.0011931933,0.00508742,0.000021052443,0.000044426113,0.01066528],"study_design_scores_gemma":[0.0054106205,0.00021020892,0.98875517,0.0012287996,0.00017670084,0.0000011767542,0.00023065828,0.0003701208,0.0030808556,0.0003474338,0.000009567749,0.00017869768],"about_ca_topic_score_codex":0.00033892,"about_ca_topic_score_gemma":0.000015360278,"teacher_disagreement_score":0.016195256,"about_ca_system_score_codex":0.00018260526,"about_ca_system_score_gemma":0.00011726179,"threshold_uncertainty_score":0.99975324},"labels":[],"label_agreement":null},{"id":"W4384626030","doi":"10.1001/jamanetworkopen.2023.25152","title":"Sleep Architecture, Obstructive Sleep Apnea, and Cognitive Function in Adults","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"Dementia; Obstructive sleep apnea; Medicine; Polysomnography; Sleep apnea; Cohort; Population; Physical therapy; Sleep medicine; Cognition; Cohort study; Neuropsychology; Effects of sleep deprivation on cognitive performance; Gerontology; Sleep disorder; Psychiatry; Internal medicine; Apnea","score_opus":0.018531229134538207,"score_gpt":0.29285819864313606,"score_spread":0.27432696950859786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384626030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97573537,0.00048606313,0.0008670833,0.001555742,0.00041330318,0.0026776004,0.00003268553,0.00012304692,0.018109104],"genre_scores_gemma":[0.9972436,0.000031204156,0.0006019226,0.0004615938,0.0007407911,0.00029103702,0.00019340767,0.00006388834,0.00037259905],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973798,0.00029086755,0.00035993365,0.0007341734,0.0004638722,0.0007713452],"domain_scores_gemma":[0.9984556,0.0006160742,0.000108025575,0.0003209893,0.00022156125,0.00027773995],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00086836534,0.0002693291,0.00049101334,0.00033149152,0.00017114315,0.00015360114,0.0002636444,0.0002154398,0.00023212719],"category_scores_gemma":[0.0005395813,0.00024577542,0.0000680228,0.0017455835,0.00022407352,0.00033890095,0.00079647015,0.00084266055,0.00024441924],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008507215,0.000082761275,0.26740092,0.00011202624,0.00035975812,0.00030553178,0.0011910613,0.00039315454,0.00008018308,0.0006007268,0.00044430306,0.72052234],"study_design_scores_gemma":[0.007597519,0.00055303256,0.9689928,0.00038240655,0.00011291376,0.000065284745,0.0015642821,0.015577363,0.00009969066,0.004001057,0.0007848349,0.00026881415],"about_ca_topic_score_codex":0.000246906,"about_ca_topic_score_gemma":0.00025053826,"teacher_disagreement_score":0.7202535,"about_ca_system_score_codex":0.00009221034,"about_ca_system_score_gemma":0.000029782546,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W4385064020","doi":"10.1038/s41598-023-38842-y","title":"An exploratory study on the association between serotonin and sleep breathing disorders","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu","keywords":"Serotonin; Polysomnography; Obstructive sleep apnea; Medicine; Internal medicine; Apnea; Hypopnea; Endocrinology; Sleep apnea; Anesthesia","score_opus":0.03595267650456897,"score_gpt":0.3258231308312647,"score_spread":0.2898704543266957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385064020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959572,0.000013691499,0.000010230833,0.0009797537,0.0010342238,0.0012591475,0.0000023231144,0.00014275277,0.0006007054],"genre_scores_gemma":[0.9991637,0.0000010732688,0.000013354509,0.000020653008,0.00009111886,0.00009674527,0.00003482586,0.000021231153,0.0005572866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972838,0.00023703896,0.00027662568,0.00064056704,0.0012310203,0.00033092935],"domain_scores_gemma":[0.99853605,0.00020665427,0.00015732824,0.00079205836,0.00015839841,0.00014948624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058819023,0.000111894326,0.00017501453,0.00026750538,0.0005545952,0.00025482036,0.00009151944,0.00005569923,0.000040246432],"category_scores_gemma":[0.0007610658,0.0000779632,0.00004229742,0.0009545286,0.00013144834,0.00019804382,0.00009539728,0.00026365486,0.00006717214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008383973,0.00012417947,0.9808972,0.000010774525,0.00009897178,0.0001961234,0.005643656,0.000006563188,0.0040377043,0.000017059687,0.0005972974,0.008362124],"study_design_scores_gemma":[0.00037139244,0.00030685778,0.9806948,0.000020713594,0.00008664182,0.000013298053,0.011668674,0.0004933266,0.0034291544,0.0014584315,0.0013318699,0.00012484212],"about_ca_topic_score_codex":0.000019165882,"about_ca_topic_score_gemma":0.000039529255,"teacher_disagreement_score":0.008237282,"about_ca_system_score_codex":0.00016092225,"about_ca_system_score_gemma":0.00004272304,"threshold_uncertainty_score":0.42655542},"labels":[],"label_agreement":null},{"id":"W4385230960","doi":"10.1007/s11325-023-02886-1","title":"Poor sleep quality and its associated neurocognitive function in children with obesity with or without obstructive sleep apnea","year":2023,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Children's Hospital of Eastern Ontario; University of Toronto; University of Ottawa; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Polysomnography; Obstructive sleep apnea; Neurocognitive; Pittsburgh Sleep Quality Index; Medicine; Excessive daytime sleepiness; Physical therapy; Sleep apnea; Obesity; Pediatrics; Psychology; Apnea; Internal medicine; Psychiatry; Sleep quality; Sleep disorder; Cognition","score_opus":0.026394836043280356,"score_gpt":0.29528016001738594,"score_spread":0.2688853239741056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385230960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99687123,0.000101728954,0.00031064864,0.0003495089,0.00006255871,0.0015301973,0.00005872108,0.00023780014,0.0004776039],"genre_scores_gemma":[0.99907887,0.00001984141,0.00019139786,0.00022563453,0.00009900092,0.00008407262,0.00011557299,0.000071319046,0.00011429034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996977,0.00031709575,0.00036353603,0.00090062845,0.0007410465,0.00070073793],"domain_scores_gemma":[0.9986284,0.00026616929,0.00018941028,0.00022709125,0.0003722873,0.00031667098],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007184733,0.00040769362,0.00068902405,0.0004341832,0.00033933762,0.00009737622,0.00009694108,0.0002017708,0.00003283677],"category_scores_gemma":[0.00041817283,0.00028526632,0.000049201404,0.0012468413,0.00024389927,0.000492165,0.00016984035,0.00079030386,0.000017329212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030208456,0.00020217107,0.95707685,0.000093927265,0.0007391228,0.00018530605,0.001694376,0.000010287259,0.0010753789,0.000077027,0.0000018632145,0.035822824],"study_design_scores_gemma":[0.007518649,0.0012706823,0.9792608,0.0001459871,0.00037384708,0.00040758887,0.0020701208,0.007571347,0.0008934966,0.00010593907,0.0000038932803,0.0003776264],"about_ca_topic_score_codex":0.0004439159,"about_ca_topic_score_gemma":0.0003580441,"teacher_disagreement_score":0.0354452,"about_ca_system_score_codex":0.00016326923,"about_ca_system_score_gemma":0.000043810043,"threshold_uncertainty_score":0.99995995},"labels":[],"label_agreement":null},{"id":"W4385262311","doi":"10.1080/14728222.2023.2240018","title":"Targets for obstructive sleep apnea pharmacotherapy: principles, approaches, and emerging strategies","year":2023,"lang":"en","type":"review","venue":"Expert Opinion on Therapeutic Targets","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; National Sanitarium Association","keywords":"Medicine; Obstructive sleep apnea; Dilator; Pharmacotherapy; Pharyngeal muscles; Intensive care medicine; Neuroscience; Bioinformatics; Airway; Anesthesia; Internal medicine; Psychology","score_opus":0.1982236052926008,"score_gpt":0.4225220442694087,"score_spread":0.2242984389768079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385262311","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000017499078,0.98722345,0.0031207975,0.0003832886,0.0019082475,0.0059901946,0.00021260144,0.00040279,0.00075685856],"genre_scores_gemma":[0.000075287026,0.9912656,0.002092698,0.00023980458,0.0016782641,0.00277775,0.0008946683,0.0005447952,0.00043112654],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946366,0.00041836392,0.0011169548,0.0016846216,0.0009148229,0.0012286216],"domain_scores_gemma":[0.99714243,0.00076743914,0.00055429654,0.0008749856,0.00020320498,0.0004576457],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006845863,0.0012705409,0.002716843,0.0008208159,0.00040597242,0.00016851898,0.00051234657,0.0006530391,0.00018899122],"category_scores_gemma":[0.000099204175,0.0010108919,0.0008242822,0.00062857073,0.0003588351,0.00023858319,0.00019255817,0.001104141,0.00007445465],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003439178,0.00023577092,0.0000030664173,0.0074761845,0.0027214172,0.000018903542,0.0012241912,0.000005841304,0.00005956548,0.0067352657,0.00023139363,0.98094445],"study_design_scores_gemma":[0.0021872162,0.0005959665,0.000020294452,0.0019489385,0.00019460582,0.000079643396,0.0012293925,0.0016074065,0.000118559765,0.00054104446,0.99056387,0.00091303623],"about_ca_topic_score_codex":0.000012928732,"about_ca_topic_score_gemma":0.000001283119,"teacher_disagreement_score":0.9903325,"about_ca_system_score_codex":0.00048633188,"about_ca_system_score_gemma":0.00031927408,"threshold_uncertainty_score":0.99923414},"labels":[],"label_agreement":null},{"id":"W4385364432","doi":"10.1016/j.sleep.2023.07.025","title":"CPAP adherence and cognitive function in OSA: Addressing discussion points and controversies","year":2023,"lang":"en","type":"letter","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Cognition; Medicine; Function (biology); Psychology; Intensive care medicine; Neuroscience; Biology","score_opus":0.0478980958356873,"score_gpt":0.33129258156370395,"score_spread":0.2833944857280166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385364432","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062366713,0.0048487256,0.00018459445,0.9263505,0.0015581453,0.0022298621,0.00009561651,0.0001746163,0.0021912274],"genre_scores_gemma":[0.64634055,0.0009270405,0.00012290134,0.3347291,0.010143475,0.00025595722,0.0019302124,0.00032489075,0.0052258754],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99688405,0.00023021894,0.00046374186,0.00083561864,0.0009725734,0.0006137809],"domain_scores_gemma":[0.99787545,0.0012401277,0.00018699426,0.00026800742,0.00023073124,0.00019866672],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005497266,0.00043262675,0.0009622636,0.0007770206,0.00011948505,0.000029973324,0.000088041175,0.0005845485,0.0002739244],"category_scores_gemma":[0.0023233374,0.00027092942,0.00005355354,0.0004643523,0.0010024051,0.00015672094,0.00021141379,0.0023272913,0.000046540892],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036833188,0.00014212314,0.08550083,0.004691183,0.0012595257,0.008593805,0.003253072,1.5074494e-7,0.0030690634,0.000054232474,0.41351032,0.47624236],"study_design_scores_gemma":[0.06412753,0.009711615,0.7407755,0.0362656,0.0054650833,0.0009230122,0.017836954,0.001224076,0.00047839788,0.0036240693,0.11748401,0.0020841213],"about_ca_topic_score_codex":0.00019634492,"about_ca_topic_score_gemma":0.00006749819,"teacher_disagreement_score":0.6552747,"about_ca_system_score_codex":0.00012275984,"about_ca_system_score_gemma":0.00004129079,"threshold_uncertainty_score":0.99997437},"labels":[],"label_agreement":null},{"id":"W4385420851","doi":"10.3390/jcm12155022","title":"Medical Treatment of Obstructive Sleep Apnea in Children","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Obesity; Pediatrics; Airway obstruction; Adenoidectomy; Airway; Tonsillectomy; Treatment modality; Anesthesia; Internal medicine","score_opus":0.1657932046962545,"score_gpt":0.5161318825784368,"score_spread":0.3503386778821823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385420851","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028890565,0.99218947,0.000028570237,0.00094628474,0.001749963,0.0014143349,0.000027537104,0.000018767812,0.00073598995],"genre_scores_gemma":[0.00063694565,0.9929758,0.00027170358,0.000053822405,0.005731235,0.000022539702,0.000042486838,0.000117464166,0.00014802393],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9863528,0.0011507198,0.00829825,0.0005579045,0.0030768295,0.0005634707],"domain_scores_gemma":[0.98718005,0.006451852,0.003708197,0.00070227764,0.00072207436,0.0012355641],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0052402588,0.00062300265,0.011102283,0.0015838358,0.000025542155,0.0000051885386,0.00067093765,0.001192967,0.0007985759],"category_scores_gemma":[0.021930262,0.0003455152,0.0020977668,0.0014732956,0.0012993561,0.000074770076,0.0001440556,0.002712115,0.00007132621],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003944772,0.0009962936,0.01864027,0.0038167092,0.0031747406,0.0016475682,0.00007580329,1.9141298e-7,2.0724696e-7,0.00004483154,0.00014835609,0.9710606],"study_design_scores_gemma":[0.049277373,0.041130703,0.14581917,0.13823529,0.019049887,0.013635062,0.00044187074,0.000115767936,0.000005632451,0.00064697914,0.59063935,0.0010029426],"about_ca_topic_score_codex":0.00005729268,"about_ca_topic_score_gemma":0.000009562418,"teacher_disagreement_score":0.9700576,"about_ca_system_score_codex":0.00046214735,"about_ca_system_score_gemma":0.0012697786,"threshold_uncertainty_score":0.9998997},"labels":[],"label_agreement":null},{"id":"W4385487874","doi":"10.1513/annalsats.202303-248oc","title":"Hypoxic Burden Based on Automatically Identified Desaturations Is Associated with Adverse Health Outcomes","year":2023,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"York University; American Academy of Sleep Medicine Foundation; National Institutes of Health; Case Western Reserve University; University of Washington; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota; American Heart Association","keywords":"Medicine; Pulse oximetry; Confounding; Confidence interval; Hypoxemia; Hazard ratio; Logistic regression; Oxygen saturation; Proportional hazards model; Odds ratio; Apnea; Sleep apnea; Internal medicine; Statistics; Anesthesia","score_opus":0.10907690679401906,"score_gpt":0.4372593255276642,"score_spread":0.3281824187336452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385487874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9238846,0.000012190907,0.00019255282,0.07452334,0.000055440207,0.00069227983,0.000093943716,0.00019953435,0.00034614303],"genre_scores_gemma":[0.98574716,0.000021626112,0.001311895,0.011681091,0.000031873005,0.000039303053,0.000036978585,0.00004238321,0.0010876931],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733686,0.00032022537,0.00036046907,0.00032010616,0.0011488637,0.0005134794],"domain_scores_gemma":[0.99742365,0.00070087734,0.00049805286,0.00074704207,0.0004336768,0.00019671836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009738784,0.00019888654,0.0005898531,0.00010567238,0.00026580316,0.000020870557,0.0002924228,0.00005131552,0.00007800206],"category_scores_gemma":[0.0009961043,0.00012550665,0.00050783285,0.0022074047,0.00075197575,0.000071971364,0.000097993245,0.00035446882,0.000059493323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025363662,0.002663702,0.5368148,0.0011438562,0.00983867,0.00009363665,0.019599266,0.0031578674,0.01377307,0.0004458948,0.1593911,0.25054175],"study_design_scores_gemma":[0.00070027687,0.00066895067,0.96235245,0.00021898875,0.00009832469,0.0000024980327,0.0030278927,0.030035844,0.0024203141,0.00013747539,0.00016721239,0.00016978642],"about_ca_topic_score_codex":0.00019896345,"about_ca_topic_score_gemma":0.0000134811935,"teacher_disagreement_score":0.42553762,"about_ca_system_score_codex":0.00012557265,"about_ca_system_score_gemma":0.00028529455,"threshold_uncertainty_score":0.51180124},"labels":[],"label_agreement":null},{"id":"W4385617018","doi":"10.3390/diseases11030103","title":"Cardiovascular Disease Outcomes Associated with Obstructive Sleep Apnea in Diabetics: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Diseases","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Meta-analysis; Diabetes mellitus; Observational study; Internal medicine; Population; Systematic review; Disease; Confidence interval; Physical therapy; MEDLINE; Pediatrics; Environmental health; Endocrinology","score_opus":0.07898878934874146,"score_gpt":0.35267191141287973,"score_spread":0.27368312206413825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385617018","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001779193,0.988699,0.000013150211,0.00007816106,0.000021940872,0.008600833,0.0024120575,0.00013624573,0.000020812795],"genre_scores_gemma":[0.0004212213,0.9922368,0.000017525417,0.000103941966,0.000018625604,0.0055209696,0.0012197112,0.00018532519,0.00027591514],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99309057,0.0017942094,0.0013934514,0.0013121665,0.0017289689,0.000680656],"domain_scores_gemma":[0.9946585,0.001466721,0.0005927004,0.0020371831,0.00038982273,0.00085505017],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00084827724,0.0010187189,0.020396724,0.001235166,0.00008733671,0.000084081126,0.00036965156,0.00018709329,0.00012736898],"category_scores_gemma":[0.005875893,0.00059486984,0.008962598,0.003860618,0.00028514524,0.00011683515,0.00025452315,0.00053409784,0.00006417446],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005400523,0.000104773375,0.0011005444,0.519794,0.47750008,0.0005386248,0.000009395282,0.000002238409,3.787309e-10,0.000009693989,0.000002789807,0.0009324932],"study_design_scores_gemma":[0.0003996211,0.00003397107,0.0043917024,0.042183764,0.9520796,0.000006221632,0.00003927755,0.000031198564,7.0847643e-9,0.000018475817,0.00029272249,0.00052342267],"about_ca_topic_score_codex":0.000045016488,"about_ca_topic_score_gemma":0.000017606159,"teacher_disagreement_score":0.4776102,"about_ca_system_score_codex":0.00042515201,"about_ca_system_score_gemma":0.00019739849,"threshold_uncertainty_score":0.9996503},"labels":[],"label_agreement":null},{"id":"W4385620124","doi":"10.1007/s11325-023-02892-3","title":"Relationship between airflow limitation in response to upper airway negative pressure during wakefulness and obstructive sleep apnea severity","year":2023,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"Lung Health Foundation","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Wakefulness; Apnea; Apnea–hypopnea index; Body mass index; Anesthesia; Airway; Continuous positive airway pressure; Sleep apnea; Cardiology; Internal medicine; Electroencephalography","score_opus":0.027054820432111895,"score_gpt":0.2954269944257458,"score_spread":0.26837217399363394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385620124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99639505,0.000092800125,0.00024786807,0.0019088023,0.0000822208,0.0008587139,0.000054864195,0.00013084234,0.0002288493],"genre_scores_gemma":[0.99815595,0.0000025488175,0.0010884757,0.000044970107,0.00013271092,0.00008764438,0.000032309803,0.00004204376,0.0004133279],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770993,0.00039736126,0.00033283894,0.0006128956,0.00045440826,0.00049255916],"domain_scores_gemma":[0.9976615,0.0015470524,0.00006962977,0.00026501904,0.00015994563,0.00029690954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009715541,0.00024200926,0.00037946296,0.00071217614,0.00035331864,0.00007722546,0.00009066796,0.00019742428,0.000018175559],"category_scores_gemma":[0.0023109913,0.00023500301,0.00005317963,0.0010549559,0.00014414445,0.00046433724,0.00022814945,0.00061681936,0.00003656594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014396354,0.00003114332,0.95611966,0.0002560608,0.000106959786,0.00011958766,0.015359579,0.00010105322,0.002739235,0.00011330499,0.000006983419,0.02360683],"study_design_scores_gemma":[0.0021312744,0.00013616878,0.98735213,0.000114470386,0.00009212348,0.00005117467,0.0034587379,0.0027091429,0.0028531319,0.00081206404,0.000055241406,0.00023433159],"about_ca_topic_score_codex":0.00008698431,"about_ca_topic_score_gemma":0.00002649637,"teacher_disagreement_score":0.03123251,"about_ca_system_score_codex":0.00014962838,"about_ca_system_score_gemma":0.000023087996,"threshold_uncertainty_score":0.9583145},"labels":[],"label_agreement":null},{"id":"W4385648203","doi":"10.2196/47460","title":"Obstructive Sleep Apnea and a Comprehensive Remotely Supervised Rehabilitation Program: Protocol for a Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Physical therapy; Randomized controlled trial; Rehabilitation; Polysomnography; Quality of life (healthcare); Positive airway pressure; Apnea–hypopnea index; Psychological intervention; Apnea; Internal medicine","score_opus":0.15789137867065617,"score_gpt":0.531491704120341,"score_spread":0.3736003254496848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385648203","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012358898,0.0000015039041,0.00009827275,0.0021441139,0.000019350546,0.983894,0.000021795877,0.00051311177,0.0009489876],"genre_scores_gemma":[0.0012032948,1.948098e-7,0.0073573086,0.000028913966,0.00042899902,0.9902727,0.000039720795,0.00012888666,0.0005399766],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98946583,0.0038387736,0.0013969089,0.0012473175,0.0024693348,0.0015818342],"domain_scores_gemma":[0.9824885,0.011639388,0.00028437396,0.00089107,0.0040800474,0.000616602],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00672538,0.0004939547,0.002549834,0.0013944093,0.00056565204,0.00032931747,0.00037953048,0.00037727517,0.00014138657],"category_scores_gemma":[0.014066927,0.00035743008,0.00078349485,0.0019991433,0.0020358053,0.00032411297,0.00039930455,0.0011669254,0.00009104068],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93553495,0.0014122102,0.00014085886,0.0032207777,0.0004258494,0.000039381786,0.00092829316,0.0000018919145,0.0028401439,0.0010363116,0.0010050355,0.053414285],"study_design_scores_gemma":[0.93555707,0.015251964,0.0009273819,0.00081269036,0.00003052245,0.000015884438,0.00090101594,0.023035968,0.0004458418,0.004316739,0.018406805,0.00029814395],"about_ca_topic_score_codex":0.000019309138,"about_ca_topic_score_gemma":0.0000034605885,"teacher_disagreement_score":0.05311614,"about_ca_system_score_codex":0.00032159075,"about_ca_system_score_gemma":0.00039596338,"threshold_uncertainty_score":0.99988776},"labels":[],"label_agreement":null},{"id":"W4385691115","doi":"10.1016/j.smrv.2023.101836","title":"Adherence to continuous positive airway pressure for the treatment of obstructive sleep apnea in neurodegenerative diseases: A systematic review","year":2023,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Health Sciences Centre; Dalhousie University; University of Toronto; Sunnybrook Health Science Centre; McGill University Health Centre","funders":"American Thoracic Society","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Sleep apnea; Airway; Sleep (system call); Apnea; Positive airway pressure; Anesthesia; Intensive care medicine","score_opus":0.07924289859424073,"score_gpt":0.3991972419750119,"score_spread":0.31995434338077117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385691115","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015922025,0.91501397,0.00043259852,0.0005415017,0.0006263146,0.08239394,0.0008223768,0.00005808076,0.0001096536],"genre_scores_gemma":[0.0000062458585,0.9633548,0.00017580108,0.00030857627,0.00062079896,0.033847332,0.00044849858,0.00022376994,0.0010141649],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98917913,0.0024885945,0.0045296946,0.0015991923,0.0012240661,0.0009793105],"domain_scores_gemma":[0.9891344,0.0046100523,0.0023178197,0.0024308464,0.00089587964,0.00061100314],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002047204,0.0015120192,0.016232904,0.0007449094,0.00014616101,0.000023034363,0.000998553,0.00030213062,0.0001316112],"category_scores_gemma":[0.009117039,0.0007431426,0.0022084005,0.0029553592,0.0004905767,0.00009399603,0.00018312305,0.00064881955,0.00020918893],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060330476,0.00022753136,0.000005007054,0.57093173,0.001660338,0.000050683066,0.0004990233,7.2481976e-7,0.0000010636779,0.000064805856,0.00041554516,0.4260832],"study_design_scores_gemma":[0.0015325339,0.004676186,0.00001530625,0.6680802,0.047185205,0.000085123495,0.0002428241,0.00009138334,0.000003441782,0.0000112607895,0.27759364,0.00048287975],"about_ca_topic_score_codex":0.0001124918,"about_ca_topic_score_gemma":0.00005831364,"teacher_disagreement_score":0.42560032,"about_ca_system_score_codex":0.00071198284,"about_ca_system_score_gemma":0.00025047568,"threshold_uncertainty_score":0.9997629},"labels":[],"label_agreement":null},{"id":"W4385783820","doi":"10.1038/s41467-023-40604-3","title":"Deep learning for obstructive sleep apnea diagnosis based on single channel oximetry","year":2023,"lang":"en","type":"article","venue":"Nature Communications","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institutes of Health; Case Western Reserve University; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Polysomnography; Obstructive sleep apnea; Medicine; Comorbidity; Apnea; Sleep apnea; Apnea–hypopnea index; Internal medicine; Physical therapy","score_opus":0.0427074386935682,"score_gpt":0.3457106436856522,"score_spread":0.303003204992084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385783820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47943267,0.025665823,0.08550769,0.25197315,0.0056000473,0.02523729,0.0008375345,0.008500984,0.11724482],"genre_scores_gemma":[0.9890672,0.000058972324,0.0083683785,0.00053526077,0.0001353527,0.00089012185,0.00071334036,0.00007436108,0.0001569945],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983029,0.00021133713,0.00024088705,0.00036484242,0.00044310716,0.00043694218],"domain_scores_gemma":[0.99446833,0.0029938037,0.00010527704,0.0017179584,0.0005399318,0.00017468662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039422768,0.0001995675,0.0002868482,0.00060787564,0.0006185346,0.000040841613,0.00071663404,0.00038271773,0.000049408012],"category_scores_gemma":[0.0039197784,0.00019461049,0.00020045023,0.0015666966,0.0002294541,0.00008938505,0.00030192637,0.0018585292,0.00013391297],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018914479,0.005581584,0.1995027,0.0007424049,0.0017953409,0.00006114393,0.004114325,0.01142169,0.021016087,0.02296006,0.0067582843,0.72415495],"study_design_scores_gemma":[0.003174536,0.0009007932,0.12566845,0.00009485015,0.00022392186,0.000009633526,0.0016814386,0.8204652,0.009974886,0.0007799596,0.03658375,0.00044258925],"about_ca_topic_score_codex":0.000007561095,"about_ca_topic_score_gemma":0.000035399822,"teacher_disagreement_score":0.8090435,"about_ca_system_score_codex":0.00026799607,"about_ca_system_score_gemma":0.00002531826,"threshold_uncertainty_score":0.8074488},"labels":[],"label_agreement":null},{"id":"W4385949238","doi":"10.3389/frsle.2023.1193539","title":"“Something is wrong!” A qualitative study of racial disparities in parental experiences of OSA detection in their child","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network","funders":"National Heart, Lung, and Blood Institute; School of Medicine, Indiana University","keywords":"Thematic analysis; Feeling; Psychology; White British; Race (biology); Developmental psychology; Qualitative research; Blame; Medicine; Social psychology; Population; Gender studies; Sociology","score_opus":0.0261742421915294,"score_gpt":0.3489607684280715,"score_spread":0.3227865262365421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385949238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997911,0.0003384408,0.00022200719,0.000063684456,0.00049308117,0.00076007517,0.000012109707,0.00001740857,0.00018220459],"genre_scores_gemma":[0.99945754,0.000023989856,0.0002476556,0.0000088287425,0.000032212523,0.00019493913,0.0000065443696,0.00001601163,0.000012292904],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99782825,0.0004519005,0.00056182744,0.00031373123,0.00052280945,0.00032149762],"domain_scores_gemma":[0.9994093,0.00016531552,0.00012474111,0.00019445931,0.000059092337,0.000047072557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010114574,0.0001424822,0.0005437705,0.0012478324,0.000037725076,0.000007638546,0.00015117756,0.000091660506,0.000022560362],"category_scores_gemma":[0.00042709112,0.00013002117,0.000061534374,0.0016375403,0.00027349778,0.00018480197,0.000107821106,0.00040120448,0.0000013211243],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048137823,0.0004349218,0.34210607,0.00007355737,0.00005443216,0.000021058777,0.6429949,0.00002148944,0.0004577037,0.000006078964,0.00001121949,0.013337211],"study_design_scores_gemma":[0.0022080177,0.00044612054,0.23071894,0.00008973236,0.000007855834,0.0000011112878,0.7540589,0.0021224748,0.010029577,0.00022961605,0.0000037735972,0.000083900195],"about_ca_topic_score_codex":0.0012755672,"about_ca_topic_score_gemma":0.001122499,"teacher_disagreement_score":0.111387126,"about_ca_system_score_codex":0.00021816563,"about_ca_system_score_gemma":0.000020285474,"threshold_uncertainty_score":0.530211},"labels":[],"label_agreement":null},{"id":"W4385999722","doi":"10.4103/hm.hm_49_22","title":"A Narrative Review on Obstructive Sleep Apnea in China: A Sleeping Giant in Disease Pathology","year":2022,"lang":"en","type":"review","venue":"Heart and Mind","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Medicine; Continuous positive airway pressure; Obesity; Intensive care medicine; Disease; China; Pediatrics; Internal medicine","score_opus":0.0465934918011248,"score_gpt":0.3668115139211907,"score_spread":0.3202180221200659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385999722","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035795055,0.99155337,0.0000012163508,0.00053306145,0.00018564794,0.0034511928,0.00006465233,0.000010433098,0.00062089594],"genre_scores_gemma":[0.00059791195,0.9975975,0.00015048817,0.00025517578,0.000100598154,0.00097094174,0.00017582274,0.00006463156,0.000086918044],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996307,0.00090978155,0.00075708935,0.0009866016,0.0004450652,0.000594438],"domain_scores_gemma":[0.9986116,0.00033550517,0.00017961772,0.0005061592,0.000036876932,0.00033020772],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007435781,0.0005055587,0.0025678836,0.00077726576,0.00009283216,0.000014028018,0.00013880349,0.00019528536,0.00086304545],"category_scores_gemma":[0.00077842426,0.0004189652,0.00033230096,0.0009407697,0.00021260002,0.00006940702,0.00025496187,0.0017100559,0.000050679708],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014521628,0.00020973003,0.00015540553,0.027890824,0.00007534288,0.0025211414,0.001851665,1.4550906e-7,0.0000024521682,0.00004863214,0.000036701884,0.9670628],"study_design_scores_gemma":[0.0014849806,0.0005105012,0.00518728,0.047031347,0.00055514195,0.00087787904,0.0005464613,0.00003862229,8.718783e-7,0.000057627487,0.9431478,0.0005615095],"about_ca_topic_score_codex":0.000028725093,"about_ca_topic_score_gemma":0.000024863393,"teacher_disagreement_score":0.96650124,"about_ca_system_score_codex":0.0005149169,"about_ca_system_score_gemma":0.00023381424,"threshold_uncertainty_score":0.9998262},"labels":[],"label_agreement":null},{"id":"W4386027532","doi":"10.3389/fmed.2023.1235252","title":"Common sleep disorders in pregnancy: a review","year":2023,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Pregnancy; Gestational diabetes; Medicine; Obstructive sleep apnea; Sleep (system call); Sleep apnea; Psychiatry; Gestation; Internal medicine","score_opus":0.055421490350889106,"score_gpt":0.39345040609912496,"score_spread":0.33802891574823585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386027532","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000010427665,0.98655665,0.00009508255,0.0017422099,0.0013078846,0.0064154426,0.000016179525,0.00010787167,0.0037576447],"genre_scores_gemma":[0.0000018238509,0.9960416,0.00064051227,0.0002625422,0.00027752854,0.0011253766,0.00044256196,0.00021362588,0.000994456],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99438715,0.0006685307,0.0018537877,0.0009872908,0.0011555016,0.00094771816],"domain_scores_gemma":[0.9976806,0.00034043458,0.00039457958,0.0011966729,0.000069719616,0.00031796616],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0015894275,0.00074262766,0.0071390085,0.002175606,0.000038191753,0.0000066194284,0.0006510325,0.0005077498,0.00023816717],"category_scores_gemma":[0.0017396591,0.0005510357,0.0004333823,0.0041096513,0.0005320275,0.00007649248,0.00021581828,0.00237614,0.00015521649],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001824128,0.0000873491,0.0029059914,0.1946901,0.00020011846,0.00040050579,0.00007177407,1.0968578e-7,2.9295876e-8,0.00001943301,0.017584853,0.7840215],"study_design_scores_gemma":[0.0012988534,0.00017469942,0.00029875984,0.41158164,0.00084778183,0.00003067214,0.00007958154,0.000042236476,2.6415808e-8,0.00023095244,0.5851502,0.00026465804],"about_ca_topic_score_codex":0.00018496008,"about_ca_topic_score_gemma":0.0002907665,"teacher_disagreement_score":0.78375685,"about_ca_system_score_codex":0.0010599183,"about_ca_system_score_gemma":0.00020374123,"threshold_uncertainty_score":0.99992543},"labels":[],"label_agreement":null},{"id":"W4386262521","doi":"10.2186/jpr.jpr_d_23_00047","title":"Focus of dental sleep medicine on obstructive sleep apnea in older adults: A narrative review","year":2023,"lang":"en","type":"review","venue":"Journal of Prosthodontic Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Japan Society for the Promotion of Science","keywords":"Obstructive sleep apnea; Edentulism; Medicine; Sleep medicine; Insomnia; Sleep (system call); Sleep disorder; Sleep apnea; Quality of life (healthcare); Falls in older adults; Physical therapy; Psychiatry; Poison control; Injury prevention; Dentistry; Oral health; Internal medicine; Emergency medicine","score_opus":0.13002948138860934,"score_gpt":0.47629583609908444,"score_spread":0.34626635471047507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386262521","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00076638017,0.9885827,0.000043438136,0.0011169141,0.00055198,0.007812828,0.0000439857,0.000019734936,0.0010620563],"genre_scores_gemma":[0.000749379,0.996561,0.00064980396,0.00003685682,0.0009298138,0.00034881762,0.000037331563,0.00023557035,0.00045141665],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.981172,0.005197181,0.0046185656,0.0010302956,0.006550306,0.001431597],"domain_scores_gemma":[0.98591983,0.005093967,0.002424408,0.0012113678,0.004571664,0.0007787362],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.016764581,0.0008859549,0.007618249,0.005516987,0.00015062233,0.00003981274,0.0014130945,0.000692545,0.00049152726],"category_scores_gemma":[0.020900698,0.00057934574,0.0013981577,0.006464261,0.0014504207,0.00028263562,0.00056192494,0.0074402094,0.0001507522],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011616377,0.0006183569,0.00024511127,0.14126633,0.0012325288,0.0030463205,0.0019832603,3.4292444e-7,0.000014314818,0.0001390564,0.0013089092,0.8489838],"study_design_scores_gemma":[0.009765283,0.009836142,0.0021439316,0.9161852,0.0021948225,0.0041060634,0.009614215,0.00005783536,0.00008771747,0.00043606275,0.044747766,0.00082495477],"about_ca_topic_score_codex":0.00010444741,"about_ca_topic_score_gemma":0.000040244537,"teacher_disagreement_score":0.8481589,"about_ca_system_score_codex":0.0020937754,"about_ca_system_score_gemma":0.0010495199,"threshold_uncertainty_score":0.9996658},"labels":[],"label_agreement":null},{"id":"W4386271635","doi":"10.5664/jcsm.10804","title":"The dilemma of who is actually OSA-free/healthyResponse to Wang X, Wang X, Zhu M. Can children with negative polysomnography results always be non-OSA controls? <i>J Clin Sleep Med</i> . 2023;19(12):2141–2142. doi:10.5664/jcsm.10762","year":2023,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Polysomnography; Sleep medicine; Obstructive sleep apnea; Family medicine; Dentistry; Psychiatry; Internal medicine; Apnea; Sleep disorder","score_opus":0.053908848276176556,"score_gpt":0.38019410001992177,"score_spread":0.32628525174374523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386271635","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.083291,0.0012892352,0.00026578287,0.9037575,0.0031076872,0.004553157,0.001886087,0.00010728622,0.0017422481],"genre_scores_gemma":[0.09107509,0.0054637827,0.0039371876,0.8150898,0.06870868,0.00030865922,0.0011037051,0.0012616421,0.013051401],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9712173,0.0036189049,0.0108907875,0.0020757057,0.009291546,0.002905771],"domain_scores_gemma":[0.94792825,0.031693786,0.008350687,0.003731497,0.004903097,0.0033926603],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.021317303,0.0019195006,0.008085547,0.002522689,0.00071577827,0.00015301764,0.0038806994,0.0024112153,0.0008720907],"category_scores_gemma":[0.060362857,0.0011114215,0.0024346428,0.0032887037,0.004223952,0.00036371415,0.000960101,0.015349575,0.00014124924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05700346,0.0004773859,0.009320639,0.0003398904,0.008723266,0.003706802,0.001672811,0.000016035945,0.0002063446,0.000013130371,0.89534825,0.023172],"study_design_scores_gemma":[0.09364893,0.052314673,0.22530247,0.006982216,0.0077312943,0.0011069666,0.0018313327,0.0002514945,0.00049124385,0.0005309422,0.6078207,0.001987752],"about_ca_topic_score_codex":0.001457165,"about_ca_topic_score_gemma":0.00084904744,"teacher_disagreement_score":0.28752756,"about_ca_system_score_codex":0.00065532146,"about_ca_system_score_gemma":0.0020300562,"threshold_uncertainty_score":0.9993549},"labels":[],"label_agreement":null},{"id":"W4386346877","doi":"10.14814/phy2.15804","title":"No impact of a high‐fat meal coupled with intermittent hypoxemia on acute kidney injury biomarkers in adults with and without obstructive sleep apnea","year":2023,"lang":"en","type":"article","venue":"Physiological Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut du Savoir Montfort; Montfort Hospital; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa","keywords":"Hypoxemia; Medicine; Renal function; Internal medicine; Acute kidney injury; Obstructive sleep apnea; Postprandial; Endocrinology; Lipocalin; Kidney disease; Creatinine; Kidney","score_opus":0.015461575397949975,"score_gpt":0.30772345792234207,"score_spread":0.2922618825243921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386346877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99800676,0.000008160724,0.00001409674,0.00010143561,0.000079524245,0.0011472951,0.000051257342,0.00010125578,0.0004902266],"genre_scores_gemma":[0.99908084,0.000015659461,0.00039095577,0.000065341585,0.00006849703,0.00012985175,0.00015375676,0.000043248394,0.000051858307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714726,0.00010713557,0.00052885374,0.00090045197,0.0007087075,0.00060758885],"domain_scores_gemma":[0.99813193,0.000110568806,0.00034996963,0.0005602945,0.00035358552,0.000493652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002484295,0.0003954614,0.0009053986,0.00032866586,0.00005455739,0.000015567433,0.00010860199,0.00016594032,0.00010154894],"category_scores_gemma":[0.00071342936,0.0002150807,0.00013229839,0.0008495251,0.0006699797,0.00011048029,0.00018481484,0.0004921594,0.000017871334],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06446053,0.0007086556,0.6934966,0.00031807958,0.002913019,0.005583314,0.00040289632,0.00006669044,0.22163755,0.00004333667,0.0003770162,0.009992329],"study_design_scores_gemma":[0.0031379983,0.008541301,0.9805029,0.0004237684,0.00011058818,0.00038501964,0.0001121695,0.0027539076,0.0035024798,0.0002580944,0.0000038533913,0.0002679095],"about_ca_topic_score_codex":0.00042821007,"about_ca_topic_score_gemma":0.0000061098917,"teacher_disagreement_score":0.28700632,"about_ca_system_score_codex":0.00026025408,"about_ca_system_score_gemma":0.000099894525,"threshold_uncertainty_score":0.87707365},"labels":[],"label_agreement":null},{"id":"W4386418414","doi":"10.1016/j.sleep.2023.08.032","title":"Brain morphology and functional connectivity alterations in patients with severe obstructive sleep apnea","year":2023,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrophy; Brainstem; Obstructive sleep apnea; Neurocognitive; Internal medicine; Cardiology; Montreal Cognitive Assessment; Brain morphometry; Postcentral gyrus; Pathology; Audiology; Magnetic resonance imaging; Cognition; Cognitive impairment; Radiology; Disease; Psychiatry","score_opus":0.01790690112270375,"score_gpt":0.27561477943110985,"score_spread":0.2577078783084061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386418414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98841447,0.000053198444,0.00062611833,0.007824706,0.00034485906,0.0009404498,0.00003745985,0.00010995833,0.001648801],"genre_scores_gemma":[0.9980926,0.0000034732873,0.00018783878,0.00063871685,0.00025374585,0.00009224744,0.00040623837,0.000041060084,0.00028410694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767154,0.0001604745,0.00032850698,0.00060855725,0.0007117758,0.00051915634],"domain_scores_gemma":[0.99835634,0.0005865018,0.00008660519,0.0003497085,0.0003434277,0.00027739152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004477165,0.00025555244,0.0005000774,0.00067511393,0.00014574984,0.000010523942,0.00007541506,0.00013226179,0.00058358046],"category_scores_gemma":[0.0010039121,0.00019401817,0.00003424525,0.0011834621,0.00062098994,0.00018465267,0.00010959967,0.00052624434,0.000072940704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016782292,0.00021421796,0.971354,0.00007291923,0.0002033473,0.00016528682,0.00076285243,0.000089025765,0.0014195004,0.0009854216,0.0009293548,0.022125827],"study_design_scores_gemma":[0.012089399,0.001207859,0.9826032,0.00005566733,0.00006788447,0.000098530814,0.00074886176,0.0021532327,0.00011248513,0.00047875257,0.0002033061,0.00018084668],"about_ca_topic_score_codex":0.00010906185,"about_ca_topic_score_gemma":0.00009229552,"teacher_disagreement_score":0.021944981,"about_ca_system_score_codex":0.00019004522,"about_ca_system_score_gemma":0.00003637151,"threshold_uncertainty_score":0.7911831},"labels":[],"label_agreement":null},{"id":"W4386471383","doi":"10.13078/jsm.230014","title":"Performance Accuracy of Wrist-Worn Oximetry and Its Automated Output Parameters for Screening Obstructive Sleep Apnea in Children","year":2023,"lang":"en","type":"article","venue":"Journal of Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Stan Perron Charitable Foundation; Australian and New Zealand College of Anaesthetists","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Receiver operating characteristic; Logistic regression; Odds ratio; Confidence interval; Pulse oximetry; Likelihood ratios in diagnostic testing; Apnea; Area under the curve; Sleep apnea; Diagnostic odds ratio; Internal medicine; Physical therapy; Anesthesia","score_opus":0.03401623504151614,"score_gpt":0.3266884895532899,"score_spread":0.29267225451177376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386471383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957854,0.0010769181,0.0006591439,0.0011407554,0.00028199307,0.00088653114,0.00002014608,0.00006478915,0.000084305444],"genre_scores_gemma":[0.995587,0.0002037529,0.0036546255,0.00009166387,0.00034203063,0.0000145142,0.000025495621,0.00005201158,0.000028932749],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967973,0.00010231335,0.0012169279,0.0003121049,0.0010145265,0.00055677735],"domain_scores_gemma":[0.9968119,0.00096644927,0.0008209752,0.00025361174,0.0007915306,0.0003555363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017529802,0.00028422632,0.001081703,0.0016260785,0.00008353008,0.000011273481,0.00027741125,0.00016588895,0.000031120253],"category_scores_gemma":[0.00391499,0.0002156757,0.00014880339,0.0014268712,0.0003259636,0.0003750736,0.0001140045,0.0007123079,0.000004972467],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036988987,0.00018839684,0.6963665,0.0007179158,0.0012831781,0.00015059559,0.0016475006,0.0005927768,0.018733358,0.000036527832,0.00031931215,0.27626505],"study_design_scores_gemma":[0.009788005,0.0020227449,0.8402835,0.00061425625,0.000318299,0.0006273775,0.001255047,0.13863336,0.0062240073,0.000039007176,0.000027247661,0.00016714526],"about_ca_topic_score_codex":0.000024367888,"about_ca_topic_score_gemma":0.0000012842477,"teacher_disagreement_score":0.27609792,"about_ca_system_score_codex":0.00013646776,"about_ca_system_score_gemma":0.000045737645,"threshold_uncertainty_score":0.8795},"labels":[],"label_agreement":null},{"id":"W4386523405","doi":"10.5664/jcsm.10788","title":"A randomized, double-blind, placebo-controlled, crossover study of respiratory safety of lemborexant in moderate to severe obstructive sleep apnea","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Eisai","keywords":"Medicine; Placebo; Crossover study; Oxygen saturation; Apnea; Obstructive sleep apnea; Anesthesia; Respiratory system; Sleep apnea; Hypopnea; Polysomnography; Adverse effect; Internal medicine; Randomized controlled trial; Oxygen","score_opus":0.09908332835404751,"score_gpt":0.43231067405954227,"score_spread":0.3332273457054947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386523405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988452,0.00042645482,0.00053666346,0.0020982996,0.0011901204,0.005568519,0.0000138841315,0.000023466573,0.0016905491],"genre_scores_gemma":[0.9978089,0.000090605245,0.0002817727,0.00035627634,0.0011447276,0.000091090944,0.0000048251813,0.00006976683,0.00015203381],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98508996,0.0020575656,0.00840803,0.0006431776,0.003068274,0.00073299697],"domain_scores_gemma":[0.9840846,0.008590235,0.0030281006,0.00080369896,0.0025921925,0.00090118434],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.023046242,0.00048993377,0.0072188354,0.001756804,0.000080004866,0.000014816176,0.00063725363,0.00039205275,0.00034108502],"category_scores_gemma":[0.020379191,0.00031411473,0.0009696345,0.0021585985,0.0010040838,0.00025689014,0.0003108307,0.0020922055,0.000023041006],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93997854,0.0018882095,0.03501053,0.00016583772,0.0027211928,0.0007093263,0.00254348,0.0028792694,0.00048390846,0.00015959582,0.00016482963,0.013295252],"study_design_scores_gemma":[0.93720967,0.0082080625,0.04299458,0.0004862865,0.0012155565,0.00007766553,0.004580991,0.0041708075,0.00028888442,0.00039350052,0.00013505605,0.00023895949],"about_ca_topic_score_codex":0.00014828697,"about_ca_topic_score_gemma":0.00010094913,"teacher_disagreement_score":0.013056292,"about_ca_system_score_codex":0.00021818557,"about_ca_system_score_gemma":0.00031650794,"threshold_uncertainty_score":0.9999311},"labels":[],"label_agreement":null},{"id":"W4386592152","doi":"10.1097/mcp.0000000000001008","title":"Obstructive sleep apnea in the patient with atrial fibrillation: current knowledge and remaining uncertainties","year":2023,"lang":"en","type":"review","venue":"Current Opinion in Pulmonary Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Atrial fibrillation; Obstructive sleep apnea; Randomized controlled trial; Cardiology; Continuous positive airway pressure; Cardioversion; Internal medicine; Observational study; Sleep apnea; Intensive care medicine","score_opus":0.1351711661220693,"score_gpt":0.4208098205988798,"score_spread":0.28563865447681047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386592152","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002696295,0.9880479,0.000020664806,0.00028523567,0.0067614582,0.0040601417,0.0000483809,0.00006644368,0.00044014404],"genre_scores_gemma":[0.00079257326,0.9927238,0.000027691174,0.00000355769,0.0051352307,0.00024099518,0.00094967283,0.000111028356,0.000015424177],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941741,0.0010086655,0.0016076658,0.0011587556,0.0012886896,0.00076209835],"domain_scores_gemma":[0.99625236,0.0019202074,0.0005628451,0.0007547521,0.00025643434,0.00025341767],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013759374,0.0008373834,0.002480366,0.0015785992,0.00015374916,0.000031779044,0.0003765581,0.00027361378,0.00004441376],"category_scores_gemma":[0.0008334163,0.0004844529,0.00029310407,0.0028436005,0.00080608873,0.00015140497,0.00033577194,0.0021271135,0.0000355097],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026086307,0.000074019954,0.0027360364,0.03168471,0.00011644238,0.000083051615,0.0019952762,0.000009091457,4.503828e-8,0.0003613219,0.00022850872,0.9624506],"study_design_scores_gemma":[0.0020332378,0.00079890346,0.002385458,0.083750494,0.00041952007,0.0008231267,0.0021762997,0.0010527992,3.8915644e-8,0.00020510287,0.9058543,0.0005007357],"about_ca_topic_score_codex":0.00003157688,"about_ca_topic_score_gemma":0.000008971308,"teacher_disagreement_score":0.9619499,"about_ca_system_score_codex":0.0006121958,"about_ca_system_score_gemma":0.00033355277,"threshold_uncertainty_score":0.9997607},"labels":[],"label_agreement":null},{"id":"W4386753504","doi":"10.1016/j.otot.2023.09.001","title":"The history of pediatric sleep surgery","year":2023,"lang":"en","type":"article","venue":"Operative Techniques in Otolaryngology-Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Sleep (system call); Medicine; General surgery; Computer science","score_opus":0.036166937549953364,"score_gpt":0.31457857372206843,"score_spread":0.27841163617211506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386753504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915261,0.0036002803,0.000016894403,0.00085888384,0.00051161414,0.0007011098,0.000009736615,0.00023045701,0.0025449027],"genre_scores_gemma":[0.9922014,0.0055527603,0.00035259817,0.00019364357,0.00019825908,0.00032979282,0.0000350155,0.000048622285,0.0010878914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975614,0.00041435688,0.0006591955,0.00045504965,0.0003409655,0.000569046],"domain_scores_gemma":[0.9956108,0.003426504,0.00014110962,0.00045726824,0.00023414347,0.00013019342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002286854,0.00024245944,0.00079131423,0.0009776134,0.00012339908,0.000012110798,0.00014028167,0.0002493663,0.00007377461],"category_scores_gemma":[0.0014146792,0.00017831342,0.00019132582,0.0009825729,0.0007470992,0.00016318052,0.00019888698,0.00058380305,0.000020463034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030577386,0.00012663858,0.9550228,0.0001775785,0.000059960646,0.0002690988,0.00030412112,1.6430414e-7,0.0076161763,0.00041074053,0.021156523,0.014550382],"study_design_scores_gemma":[0.00028754203,0.00016705549,0.97834057,0.00010552911,0.00003261195,0.000098216624,0.00009161934,0.00020565692,0.0077144294,0.0002253866,0.012491394,0.0002399727],"about_ca_topic_score_codex":0.00009171414,"about_ca_topic_score_gemma":0.00004037193,"teacher_disagreement_score":0.023317745,"about_ca_system_score_codex":0.000302666,"about_ca_system_score_gemma":0.00030030054,"threshold_uncertainty_score":0.727141},"labels":[],"label_agreement":null},{"id":"W4386910139","doi":"10.1007/s11325-023-02915-z","title":"Is the Pediatric Sleep Questionnaire sensitive for sleep-disordered breathing in children with complex chronic disease?","year":2023,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Pediatrics; Sleep disordered breathing; Cerebral palsy; Breathing; Sleep apnea; Internal medicine; Physical therapy; Apnea; Anesthesia","score_opus":0.017987764306257457,"score_gpt":0.28798707100182985,"score_spread":0.26999930669557237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386910139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894002,0.0010557477,0.0017291295,0.005155256,0.00008625376,0.002126495,0.00010481967,0.0002082412,0.00013385719],"genre_scores_gemma":[0.998073,0.00012944677,0.00038749503,0.00034674045,0.00056847854,0.00016525583,0.00017154311,0.000077045246,0.000081021106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975162,0.00013486718,0.00032865177,0.0006992173,0.0005595002,0.0007615622],"domain_scores_gemma":[0.99873805,0.00025223786,0.00010732999,0.00042912667,0.00019532855,0.00027790625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058321597,0.000338452,0.00041076305,0.00041761168,0.0005497805,0.00011057003,0.00017089855,0.00011306836,0.00002393399],"category_scores_gemma":[0.00019203575,0.00023743295,0.00013557494,0.0009888926,0.00021634858,0.00024167172,0.0001793926,0.00049748854,0.000027602542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004788519,0.00012748824,0.93607485,0.00034971564,0.00038650486,0.00016079455,0.0031439075,0.00024311937,0.000252792,0.00036893968,0.00010276062,0.05831029],"study_design_scores_gemma":[0.0040681567,0.00029721617,0.9229113,0.00016854258,0.00040086865,0.0002647324,0.00073582295,0.070377275,0.00008624746,0.0003361952,0.000045526405,0.0003081256],"about_ca_topic_score_codex":0.00033772865,"about_ca_topic_score_gemma":0.000072331946,"teacher_disagreement_score":0.070134155,"about_ca_system_score_codex":0.000245448,"about_ca_system_score_gemma":0.00008464391,"threshold_uncertainty_score":0.96822345},"labels":[],"label_agreement":null},{"id":"W4386917032","doi":"10.1038/s41598-023-42967-5","title":"Prevalence and characteristics of pain in moderate-to-severe obstructive sleep apnea patients and effect of CPAP treatment","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Science Foundation of Hainan Province; National Natural Science Foundation of China","keywords":"Medicine; Continuous positive airway pressure; Epworth Sleepiness Scale; Obstructive sleep apnea; Physical therapy; McGill Pain Questionnaire; Hospital Anxiety and Depression Scale; Internal medicine; Anxiety; Depression (economics); Quality of life (healthcare); Apnea; Anesthesia; Visual analogue scale; Polysomnography","score_opus":0.012104240715346071,"score_gpt":0.2761759239818469,"score_spread":0.2640716832665009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386917032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980757,0.000052525764,0.00001222049,0.000027988652,0.00047648943,0.001218931,0.000030021254,0.000017513781,0.0000886157],"genre_scores_gemma":[0.99945956,0.000008781064,0.00012389617,0.0000026876628,0.000011046594,0.00005233728,0.000045943405,0.000015032963,0.0002806916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787694,0.0001666524,0.00050321495,0.00062174187,0.00054980017,0.00028166105],"domain_scores_gemma":[0.99871993,0.00021019019,0.00021193348,0.0004342514,0.0002524668,0.00017120215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016036663,0.00015752751,0.00044727538,0.00043109703,0.000064129126,0.000029111261,0.000047284728,0.00006161059,0.000017519847],"category_scores_gemma":[0.0011864942,0.00012328266,0.000044405042,0.0006941721,0.00034000038,0.00008579535,0.00011985201,0.00008160707,0.00000285878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002898717,0.00009317718,0.9015743,0.0006157978,0.000039302533,0.00017030686,0.00079073326,0.000007456762,0.011731265,0.000003555789,0.000016088867,0.08466811],"study_design_scores_gemma":[0.0010207826,0.0011825033,0.962078,0.00013612436,0.000048623628,0.000035752153,0.00006699221,0.0019052888,0.033222783,0.00017039114,0.00003137199,0.0001013888],"about_ca_topic_score_codex":0.00003219218,"about_ca_topic_score_gemma":0.0000047297244,"teacher_disagreement_score":0.08456672,"about_ca_system_score_codex":0.00009500631,"about_ca_system_score_gemma":0.000035581736,"threshold_uncertainty_score":0.50273216},"labels":[],"label_agreement":null},{"id":"W4386920238","doi":"10.1109/sas58821.2023.10254145","title":"Decision Fusion in Automated Sleep Apnea Classification Using Multple Polysomnography Sensors and Convolutional Neural Networks","year":2023,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; Bruyère; University of Ottawa; Carleton University","funders":"","keywords":"Polysomnography; Convolutional neural network; Computer science; Sleep apnea; Artificial intelligence; Sensor fusion; Artificial neural network; Sleep (system call); Apnea; Pattern recognition (psychology); Machine learning; Medicine; Internal medicine","score_opus":0.041824295345507904,"score_gpt":0.3373765312156686,"score_spread":0.29555223587016066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386920238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993951,0.00008323773,0.004309154,0.0003232535,0.00019010137,0.0004718075,0.000005127717,0.00052001176,0.00014628444],"genre_scores_gemma":[0.9973689,0.000018296845,0.0023216128,0.000055714863,0.000074606716,0.000011143791,0.00008657202,0.000024990099,0.000038208404],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983623,0.00009432205,0.0003272912,0.00038209255,0.00042981817,0.00040420014],"domain_scores_gemma":[0.99912596,0.00027321366,0.000056061628,0.00022059615,0.00015164292,0.0001725092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037850573,0.00014724741,0.00021853621,0.0008196382,0.00013633903,0.000031949636,0.000062169835,0.00015411456,0.00008606548],"category_scores_gemma":[0.00017925678,0.00012833466,0.00006191879,0.0017597205,0.00016118256,0.00014577415,0.000114395654,0.00026900278,0.000024438283],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007566222,0.00016173239,0.8294436,0.000049007485,0.00006419174,0.00011620117,0.0002215805,0.019666504,0.08033755,0.0003584396,0.0002795671,0.068545036],"study_design_scores_gemma":[0.0010292233,0.000036633282,0.44909534,0.000012949411,0.00001034972,0.000028426435,0.0002081688,0.5493571,0.00012216227,0.0000214777,0.000012884993,0.000065239234],"about_ca_topic_score_codex":0.00013786988,"about_ca_topic_score_gemma":0.000030945677,"teacher_disagreement_score":0.5296906,"about_ca_system_score_codex":0.00010553551,"about_ca_system_score_gemma":0.00001502249,"threshold_uncertainty_score":0.52333355},"labels":[],"label_agreement":null},{"id":"W4386928368","doi":"10.1145/3625238","title":"Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification","year":2023,"lang":"en","type":"article","venue":"ACM Transactions on Intelligent Systems and Technology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Beijing Municipal Science and Technology Commission; National Natural Science Foundation of China; York University; Case Western Reserve University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota; University of Washington; New York University","keywords":"Computer science; Artificial intelligence; Machine learning; Classifier (UML); Sleep (system call); Sleep Stages; Domain (mathematical analysis); Adversarial system; Benchmark (surveying); Psychology; Polysomnography; Mathematics; Psychiatry","score_opus":0.10421233610170479,"score_gpt":0.32424640297613216,"score_spread":0.2200340668744274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386928368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62490904,0.0000993883,0.3709901,0.0012288754,0.00085248007,0.0013407816,0.000057352478,0.0004531627,0.00006880404],"genre_scores_gemma":[0.9965653,0.00034172408,0.0015745364,0.000007988911,0.00009672346,0.00062412187,0.000055393997,0.00004170676,0.00069250696],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99855053,0.00005594534,0.0003140186,0.00045201037,0.00023707407,0.00039042317],"domain_scores_gemma":[0.9990576,0.00014503254,0.000086711545,0.00041609927,0.00020488618,0.00008967557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021257148,0.00017858534,0.00030088646,0.0010764094,0.0003608758,0.00003342874,0.00015707857,0.00024095345,0.000051841056],"category_scores_gemma":[0.00013008682,0.00016488053,0.00007071971,0.0010286472,0.00014833029,0.00012590278,0.00001799464,0.00048807412,0.000033649707],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002207587,0.00051140203,0.021015672,0.0020016574,0.0024313007,0.000114024624,0.0033860186,0.02740444,0.26238456,0.092674695,0.00013171871,0.58573693],"study_design_scores_gemma":[0.01081348,0.005699371,0.0055124774,0.000717486,0.0006534729,0.00027113265,0.10820809,0.21740662,0.4219683,0.00896448,0.21806863,0.0017164536],"about_ca_topic_score_codex":0.00008318753,"about_ca_topic_score_gemma":0.000020118228,"teacher_disagreement_score":0.58402044,"about_ca_system_score_codex":0.00019777319,"about_ca_system_score_gemma":0.000023931638,"threshold_uncertainty_score":0.6723633},"labels":[],"label_agreement":null},{"id":"W4386932114","doi":"10.1016/j.ijporl.2023.111743","title":"Adenotonsillectomy for obstructive sleep apnea in children with cerebral palsy: Risks and benefits","year":2023,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Polysomnography; Cerebral palsy; Obstructive sleep apnea; Gross Motor Function Classification System; Tonsillectomy; Odds ratio; Pediatrics; Swallowing; Hypopnea; Apnea; Anesthesia; Physical therapy; Internal medicine; Surgery","score_opus":0.028752595936875402,"score_gpt":0.310554334299978,"score_spread":0.28180173836310257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386932114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968403,0.00071074243,0.00023235445,0.0010047319,0.00047718664,0.00056645373,0.000064151885,0.000024365194,0.00007969192],"genre_scores_gemma":[0.9963919,0.00020014965,0.001630541,0.00009167406,0.0015602877,0.000032083786,0.00003219434,0.000035261495,0.000025921698],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981275,0.000082830054,0.0005174144,0.0002870245,0.0006123564,0.000372861],"domain_scores_gemma":[0.99815875,0.0003770046,0.00033854635,0.00012576245,0.000818084,0.00018183632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043567427,0.00018512776,0.00042287947,0.0015160571,0.000048419042,0.000031975662,0.00030525864,0.00015551405,0.000046305133],"category_scores_gemma":[0.00056003977,0.00014978606,0.00011634297,0.0005160718,0.000120259414,0.00023472008,0.00012457329,0.00052816933,0.00001203806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010630692,0.00009897223,0.98965955,0.000016894839,0.0005817299,0.00016970269,0.00020435199,0.000084237174,0.000120849196,0.00038482505,0.00011468437,0.007501151],"study_design_scores_gemma":[0.006809991,0.00080201286,0.9885909,0.00001235941,0.00016171546,0.0021510539,0.00008928914,0.0004487467,0.00025382478,0.00046881667,0.00007808891,0.0001332337],"about_ca_topic_score_codex":0.000058016816,"about_ca_topic_score_gemma":0.000018141045,"teacher_disagreement_score":0.007367917,"about_ca_system_score_codex":0.00017339092,"about_ca_system_score_gemma":0.00012303544,"threshold_uncertainty_score":0.6108098},"labels":[],"label_agreement":null},{"id":"W4386945825","doi":"10.1186/s40463-023-00659-0","title":"Reconsidering routine admission for children under age 3 undergoing partial tonsillectomy: A prospective study","year":2023,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Tonsillectomy; Medicine; Prospective cohort study; Pediatrics; Anesthesia; Surgery","score_opus":0.06042634632312168,"score_gpt":0.3318220641612845,"score_spread":0.27139571783816285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386945825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968501,0.0003193253,0.00011512202,0.0013316646,0.00037434392,0.0009182409,0.0000034929656,0.00004784199,0.000039897688],"genre_scores_gemma":[0.9988861,0.000097281096,0.00028704279,0.00012536575,0.0004277344,0.00002845487,0.000007924727,0.00004029274,0.00009978657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998028,0.00020020764,0.0006635095,0.0003100455,0.00030607346,0.0004921889],"domain_scores_gemma":[0.9974173,0.0015717321,0.00027197239,0.00017705189,0.0002481748,0.0003137854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001328889,0.00019583866,0.0008449323,0.00067615806,0.00022159395,0.0000329194,0.000066526554,0.00013685593,0.000059435],"category_scores_gemma":[0.0016841703,0.00015663743,0.00023779964,0.0004537935,0.00010877041,0.0001876341,0.00009380733,0.00050348754,0.000007494734],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017356512,0.00035550434,0.9911342,0.00008130311,0.00059931166,0.0010074483,0.0005809346,0.000008613747,0.002996621,0.000016870097,0.00048111854,0.0010024231],"study_design_scores_gemma":[0.0043406854,0.0016535488,0.9885874,0.00021568176,0.00015030763,0.001866725,0.000479951,0.0001452463,0.0020199968,0.0003540444,0.000045754092,0.00014068492],"about_ca_topic_score_codex":0.000009737921,"about_ca_topic_score_gemma":0.00003318516,"teacher_disagreement_score":0.002605034,"about_ca_system_score_codex":0.00011742195,"about_ca_system_score_gemma":0.00031341452,"threshold_uncertainty_score":0.6387489},"labels":[],"label_agreement":null},{"id":"W4387157711","doi":"10.5664/jcsm.10838","title":"Nocturnal oxygen saturation is associated with all-cause mortality: a community-based study","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; University of Washington; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; Brigham and Women's Hospital; University of Minnesota; Case Western Reserve University","keywords":"Medicine; Hypoxemia; Hazard ratio; Nocturnal; Confidence interval; Oxygen saturation; Proportional hazards model; Pulse oximetry; Confounding; Population; Polysomnography; Internal medicine; Apnea; Anesthesia","score_opus":0.2751725376770198,"score_gpt":0.4973912326183458,"score_spread":0.22221869494132596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387157711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841439,0.00006228041,0.00024817837,0.01377322,0.00060463586,0.0007134304,0.000009409194,0.00006411928,0.00038080977],"genre_scores_gemma":[0.99461436,0.00003964415,0.00016846,0.003656487,0.0012598988,0.0000080877635,0.000057806377,0.000051928317,0.00014330387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99200624,0.001969274,0.0024274841,0.0002643631,0.0028475556,0.00048506938],"domain_scores_gemma":[0.9917401,0.0036171821,0.0013955031,0.00065708964,0.0017791541,0.00081096886],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.013543436,0.00029354243,0.0015754211,0.0005691241,0.00019465829,0.00003033349,0.00043281188,0.00024491298,0.00039077652],"category_scores_gemma":[0.011679744,0.00017504633,0.0003104317,0.0013360113,0.0004503371,0.0001900884,0.00009623537,0.0035968905,0.00004077272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045907875,0.0036986482,0.9581571,0.000085363936,0.010313693,0.0035061138,0.0018389636,0.000058920436,0.00082670525,0.000011599631,0.0051729586,0.011739117],"study_design_scores_gemma":[0.024420645,0.017376706,0.9486251,0.0004581817,0.0032425008,0.000114750845,0.0027041514,0.0017233872,0.00008986193,0.00012192626,0.0009538287,0.00016897339],"about_ca_topic_score_codex":0.000065521825,"about_ca_topic_score_gemma":0.00012323662,"teacher_disagreement_score":0.019829858,"about_ca_system_score_codex":0.0001940975,"about_ca_system_score_gemma":0.00024766824,"threshold_uncertainty_score":0.9987019},"labels":[],"label_agreement":null},{"id":"W4387264654","doi":"10.1136/bmjresp-2023-bssconf.43","title":"P32 The impact of continuous positive airway pressure therapy telemonitoring on compliance and the physiological benefits to the OSA patient: a systematic review","year":2023,"lang":"en","type":"review","venue":"Abstracts","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Continuous positive airway pressure; Medicine; Epworth Sleepiness Scale; Compliance (psychology); Gold standard (test); Airway; Intensive care medicine; Physical therapy; Polysomnography; Obstructive sleep apnea; Internal medicine; Surgery; Psychology; Apnea","score_opus":0.10670410524627826,"score_gpt":0.40297648418493365,"score_spread":0.2962723789386554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387264654","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017089775,0.9822752,2.194167e-7,0.0004603692,0.0001138899,0.014870631,0.0001900624,0.000031040447,0.00034959288],"genre_scores_gemma":[0.049458545,0.9490307,0.000004555978,0.00017138709,0.00021147823,0.0009707989,0.000024373963,0.000060996168,0.000067154884],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99613744,0.0010827653,0.0010211696,0.00048109022,0.00082274637,0.0004548016],"domain_scores_gemma":[0.9937854,0.0036823126,0.0008798673,0.0011549782,0.00035331483,0.00014414813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013185373,0.0005247918,0.0031170403,0.00007308849,0.00021170946,0.0000576881,0.0006478587,0.00016969614,0.000015674425],"category_scores_gemma":[0.0019027065,0.0001669013,0.0007657455,0.00053441495,0.00030971668,0.00003751014,0.00021083003,0.0010549214,0.00012348693],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034022485,0.00025368732,0.00000551496,0.57293934,0.0047475086,0.000046345885,0.0006718831,0.000031281095,0.000011088719,0.0001230839,0.0006337834,0.42019624],"study_design_scores_gemma":[0.0009883221,0.0019538128,0.004846003,0.9836235,0.0034730167,0.00016819361,0.00016811583,0.000013600988,0.000041633037,0.000018436831,0.0043470236,0.0003583089],"about_ca_topic_score_codex":0.000097981276,"about_ca_topic_score_gemma":0.000002080009,"teacher_disagreement_score":0.41983792,"about_ca_system_score_codex":0.00009625336,"about_ca_system_score_gemma":0.00008045052,"threshold_uncertainty_score":0.68060374},"labels":[],"label_agreement":null},{"id":"W4387268429","doi":"10.1016/j.sleep.2023.09.021","title":"History of obstructive sleep apnea associated with incident cognitive impairment in white but not black individuals in a US national cohort study","year":2023,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute on Aging; National Institutes of Health; National Institute of Neurological Disorders and Stroke; U.S. Department of Health and Human Services","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Cohort; Continuous positive airway pressure; Cohort study; Cognition; Family history; Cognitive decline; Medical history; Montreal Cognitive Assessment; Cognitive impairment; Internal medicine; Psychiatry; Dementia; Disease","score_opus":0.02715614951092927,"score_gpt":0.30597459713146674,"score_spread":0.2788184476205375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387268429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99105835,0.000097138414,0.00001925938,0.00063373405,0.00029556704,0.004180316,0.0000920117,0.000084244966,0.0035393643],"genre_scores_gemma":[0.9980764,0.000010611955,0.00003223,0.00025776855,0.00013099467,0.00045506225,0.00034919544,0.00006854728,0.00061921094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932781,0.00052836776,0.0011031332,0.0008300592,0.0034999107,0.0007604221],"domain_scores_gemma":[0.99684983,0.0008634195,0.00046070162,0.0003446644,0.0011913553,0.00028999726],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003414679,0.00042039194,0.0012349501,0.0021811984,0.00004046526,0.0000061913324,0.00025435686,0.00018542116,0.00051234657],"category_scores_gemma":[0.0034417377,0.00034783955,0.00008268726,0.0023595553,0.0009834189,0.00017169207,0.00022457265,0.00088359497,0.000053443277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012923232,0.0016049263,0.9790548,0.00008751006,0.0009266405,0.00074466085,0.01451968,0.00010752627,0.0005691978,0.000024552159,0.00022861539,0.0008395778],"study_design_scores_gemma":[0.019802358,0.003007972,0.9580366,0.00050747755,0.00031034806,0.000020063315,0.015433407,0.002331104,0.00020472778,0.00006188101,0.000014389187,0.00026968372],"about_ca_topic_score_codex":0.0006343831,"about_ca_topic_score_gemma":0.0009264957,"teacher_disagreement_score":0.021018201,"about_ca_system_score_codex":0.0043747853,"about_ca_system_score_gemma":0.0003656994,"threshold_uncertainty_score":0.99989736},"labels":[],"label_agreement":null},{"id":"W4387296209","doi":"10.4103/ijdr.ijdr_338_22","title":"Evaluation of Pharyngeal Airway Volume Three-Dimensionally in Various Sagittal Skeletal Patterns - Systematic Review","year":2023,"lang":"en","type":"review","venue":"Indian Journal of Dental Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Malocclusion; Medicine; Airway; Dentistry; Population; Orthodontics; Surgery","score_opus":0.16073717219438283,"score_gpt":0.46898768059374757,"score_spread":0.30825050839936474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387296209","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006109797,0.9862342,0.0000062246413,0.00007941843,0.00031733993,0.006966692,0.00012391224,0.000009320942,0.0001530974],"genre_scores_gemma":[0.0097245,0.9892502,0.000053107822,0.000012630036,0.00031639554,0.00023436887,0.000098649085,0.00015439176,0.00015576766],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97623247,0.0055224863,0.0036320959,0.0005436688,0.013097247,0.0009720098],"domain_scores_gemma":[0.99151796,0.0013333892,0.0015984916,0.000759249,0.0041819336,0.00060896936],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03619471,0.00049691583,0.0048162853,0.0037723444,0.0000923929,0.00006384852,0.0010988024,0.00040725633,0.00073832675],"category_scores_gemma":[0.008546723,0.0003721982,0.0013379137,0.002607374,0.00033725955,0.0002667776,0.00046583993,0.0038726213,0.00059039367],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000385836,0.0003543729,0.0005470289,0.74370414,0.0014334387,0.004903843,0.00008073996,4.846558e-7,0.000007897223,0.0000068153026,0.00008301031,0.24883968],"study_design_scores_gemma":[0.0020047554,0.001400907,0.0013790091,0.9806289,0.0050313533,0.008267194,0.00021196852,0.000096518794,0.0000054001516,0.000093278344,0.0005729551,0.00030775293],"about_ca_topic_score_codex":0.00009084929,"about_ca_topic_score_gemma":0.00028961603,"teacher_disagreement_score":0.24853192,"about_ca_system_score_codex":0.002736777,"about_ca_system_score_gemma":0.003984117,"threshold_uncertainty_score":0.999873},"labels":[],"label_agreement":null},{"id":"W4387296354","doi":"10.1002/ppul.26712","title":"Identification of obstructive sleep apnea in children with obesity: A cluster analysis approach","year":2023,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Children's Hospital of Eastern Ontario; Queen's University; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Body mass index; Obesity; Internal medicine; Cohort; Polysomnography; Cluster (spacecraft); Sleep apnea; Pediatrics; Apnea; Prospective cohort study; Cohort study","score_opus":0.011322042037710965,"score_gpt":0.2667887262954019,"score_spread":0.2554666842576909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387296354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948168,0.000117537944,0.0036345057,0.00022856062,0.000042785483,0.00073860557,0.00002409878,0.0000740498,0.00032309126],"genre_scores_gemma":[0.9987878,0.00004349528,0.0005947405,0.000017501088,0.00013443868,0.00011224834,0.0001818394,0.00002506487,0.000102875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979409,0.00015906672,0.00048713994,0.00056573923,0.00039351897,0.00045361242],"domain_scores_gemma":[0.99885106,0.00010885424,0.00022361914,0.000521416,0.0001957574,0.000099320205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045160894,0.0001709711,0.00056415075,0.0027027358,0.000042450014,0.000010275257,0.00021746183,0.00019003717,0.000028505827],"category_scores_gemma":[0.00019481497,0.00014817435,0.00012591566,0.006737957,0.000172245,0.000104012506,0.00013805444,0.0003514901,0.000070326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018587099,0.00023317679,0.9947985,0.00005190161,0.0007463837,0.000014395888,0.00027480823,0.0005510473,0.000341101,0.000106978354,0.000011543636,0.002684287],"study_design_scores_gemma":[0.0012401205,0.00012073503,0.97593296,8.081401e-7,0.0011420276,0.000050433922,0.0002460205,0.020675553,0.00030299946,0.00016429044,0.0000018074828,0.00012226279],"about_ca_topic_score_codex":0.00012968037,"about_ca_topic_score_gemma":0.000020696865,"teacher_disagreement_score":0.020124504,"about_ca_system_score_codex":0.0001203187,"about_ca_system_score_gemma":0.0000455736,"threshold_uncertainty_score":0.6042375},"labels":[],"label_agreement":null},{"id":"W4387317637","doi":"10.1007/978-3-031-22483-6_127-1","title":"Pediatric Sleep Apnea","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Hypoxemia; Hypercapnia; Obstructive sleep apnea; Anesthesia; Airway obstruction; Apnea; Sleep apnea; Sleep (system call); Hypoxia (environmental); Ventilation (architecture); Airway; Cardiology; Neurocognitive; Respiratory system; Internal medicine; Cognition","score_opus":0.03737080063745261,"score_gpt":0.2956920838874393,"score_spread":0.25832128324998666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387317637","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009674696,0.00024622498,0.00014791822,0.0005264971,0.0005557338,0.00065918657,0.000034728884,0.00044012704,0.9972928],"genre_scores_gemma":[0.0024278646,0.00018289026,0.0003633429,0.00016097313,0.0019471965,0.00001827932,0.00012617234,0.00024023133,0.99453306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767804,0.000009320571,0.0003413276,0.00057056756,0.0009740746,0.00042664554],"domain_scores_gemma":[0.99848485,0.00015375455,0.00008792227,0.00067856675,0.00027171613,0.0003231968],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018438841,0.00035170242,0.00054838555,0.00070528715,0.000055276752,0.000022323495,0.00019036715,0.0004872385,0.009803288],"category_scores_gemma":[0.00011916188,0.0002986102,0.00029431947,0.00011604312,0.0001030841,0.0000360873,0.00025024614,0.0009291088,0.024375426],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034099343,0.0001382935,0.0049407464,0.0020378341,0.0017079548,0.0045814887,0.00012471351,0.0000019179854,0.00018577199,0.70039177,0.06322288,0.22232562],"study_design_scores_gemma":[0.008599772,0.0023165953,0.014869865,0.00020638827,0.004170186,0.0006655933,0.00014335601,0.0017339458,0.00050012604,0.06411582,0.89905804,0.0036203114],"about_ca_topic_score_codex":0.000010169217,"about_ca_topic_score_gemma":0.000006434887,"teacher_disagreement_score":0.83583516,"about_ca_system_score_codex":0.0001510764,"about_ca_system_score_gemma":0.000064636675,"threshold_uncertainty_score":0.9999466},"labels":[],"label_agreement":null},{"id":"W4387345771","doi":"10.1016/j.sleep.2023.09.029","title":"Age- and sex-specific associations between obstructive sleep apnea risk and cognitive decline in middle-aged and older adults: A 3-year longitudinal analysis of the Canadian longitudinal study on aging","year":2023,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; Institut Universitaire de Gériatrie de Montréal; McGill University; Douglas Mental Health University Institute; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Canadian Institutes of Health Research; Fonds de recherche du Québec; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Cognitive decline; Medicine; Psychomotor learning; Longitudinal study; Demography; Cognition; Obstructive sleep apnea; Body mass index; Cognitive flexibility; Gerontology; Effects of sleep deprivation on cognitive performance; Neuropsychology; Psychology; Dementia; Internal medicine; Psychiatry","score_opus":0.0539794036345517,"score_gpt":0.3295903971204021,"score_spread":0.2756109934858504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387345771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99615836,0.00050102104,0.00005294768,0.0010763739,0.00009671866,0.001506436,0.0003835906,0.000031194224,0.00019333934],"genre_scores_gemma":[0.99935365,0.00007147328,0.000043385346,0.0000572542,0.00017888291,0.000048563703,0.00017647207,0.000037078866,0.00003323418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99650186,0.0004366042,0.0006404216,0.00082595437,0.0009974923,0.0005976549],"domain_scores_gemma":[0.9971553,0.0014293732,0.00026399328,0.00039742453,0.0002985736,0.00045531534],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015445178,0.0003344952,0.0010671172,0.0019287715,0.00042103248,0.00003553456,0.00015409583,0.00014917481,0.00005574876],"category_scores_gemma":[0.001424914,0.00024972096,0.00009187313,0.0036301445,0.0008557428,0.00009721398,0.00022979164,0.0008861041,0.0000029981027],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015597053,0.000115593924,0.9697291,0.000042447133,0.0021678838,0.00022721976,0.010705366,0.000005909378,0.000018545295,0.000026539808,0.000007231854,0.016798161],"study_design_scores_gemma":[0.0076123155,0.0005664182,0.96815217,0.0002664878,0.0029115952,0.000007057403,0.019495374,0.0006871488,0.000028946135,0.000078503166,0.0000055281816,0.0001884646],"about_ca_topic_score_codex":0.0395865,"about_ca_topic_score_gemma":0.20530066,"teacher_disagreement_score":0.16571416,"about_ca_system_score_codex":0.00028570677,"about_ca_system_score_gemma":0.000045952558,"threshold_uncertainty_score":0.9999955},"labels":[],"label_agreement":null},{"id":"W4387369486","doi":"10.33590/emjcardiol/10005818","title":"Obstructive Sleep Apnoea as an Exacerbator of Vasospastic Angina","year":2023,"lang":"en","type":"article","venue":"EMJ Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences North; NOSM University","funders":"","keywords":"Vasospastic angina; Medicine; Angina; Continuous positive airway pressure; Sleep (system call); Cardiology; Internal medicine; Calcium channel blocker; Airway; Anesthesia; Blood pressure; Obstructive sleep apnea","score_opus":0.024230341545517318,"score_gpt":0.32274593992635214,"score_spread":0.2985155983808348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387369486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98676664,0.00014962598,0.0004338714,0.00031092137,0.0006513766,0.00046998367,0.000038202175,0.00017320893,0.011006185],"genre_scores_gemma":[0.9984324,0.000013892809,0.00037929823,0.000055923414,0.00053231476,0.0000567057,0.0000810597,0.000047785972,0.0004006158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980481,0.00025284456,0.00027204512,0.0004795416,0.00037891394,0.0005685223],"domain_scores_gemma":[0.9984832,0.00027229762,0.00007358206,0.00062680163,0.00029893342,0.00024518452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039960802,0.00018888898,0.0006883609,0.0003795887,0.00006278098,0.000005930187,0.00019391743,0.00021176829,0.0002414153],"category_scores_gemma":[0.0007170634,0.0001724368,0.00020392885,0.00073169294,0.00043240687,0.00008341539,0.0001635646,0.00033234787,0.000670289],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028522739,0.00032744274,0.6475954,0.00076987746,0.0054711606,0.009989909,0.0041701454,0.0012927394,0.16161098,0.036334906,0.0036969532,0.12588821],"study_design_scores_gemma":[0.002262667,0.0018943755,0.97648495,0.000023062601,0.00024962297,0.001489617,0.0018896308,0.0012698118,0.0080713015,0.0033181086,0.0027667135,0.00028014532],"about_ca_topic_score_codex":0.000047906757,"about_ca_topic_score_gemma":0.0000025545119,"teacher_disagreement_score":0.32888952,"about_ca_system_score_codex":0.00011741594,"about_ca_system_score_gemma":0.00007048645,"threshold_uncertainty_score":0.8615432},"labels":[],"label_agreement":null},{"id":"W4387379945","doi":"10.1097/wnp.0000000000001038","title":"Four State Sleep Staging From a Multilayered Algorithm Using Electrocardiographic and Actigraphic Data","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Neurophysiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Computer science; Sleep (system call); Algorithm; State (computer science); Programming language","score_opus":0.1915940217282436,"score_gpt":0.44300790612872337,"score_spread":0.25141388440047974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387379945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967954,0.00014890279,0.0014886343,0.00054756744,0.000738274,0.00018011041,0.000059704133,0.00003521132,0.0000061946184],"genre_scores_gemma":[0.98981315,0.001696159,0.0070864763,0.00033872257,0.0009947242,9.157288e-7,0.000016169919,0.000047244746,0.00000643966],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9963406,0.00084204087,0.001249791,0.0005510515,0.0005204456,0.00049609627],"domain_scores_gemma":[0.9959708,0.00195474,0.0006064039,0.0006988477,0.00034996064,0.00041924918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011054045,0.0002035085,0.0011320862,0.00059976795,0.00009193794,0.000028833301,0.00044285084,0.00014333443,0.00001883898],"category_scores_gemma":[0.0021339853,0.00016114752,0.00033649945,0.00085185113,0.0003941718,0.00024200826,0.00048459816,0.0015708049,0.000012513249],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003368653,0.00031699846,0.15536752,0.00006035473,0.0022243822,0.0052004308,0.00006174463,0.00022500126,0.41139075,0.000002836859,0.00015485221,0.42162645],"study_design_scores_gemma":[0.003683547,0.0014964032,0.82874596,0.000041100342,0.00027203618,0.00025039297,0.000044388573,0.16396303,0.00029130623,0.00067340053,0.00040321783,0.00013521795],"about_ca_topic_score_codex":0.00003938864,"about_ca_topic_score_gemma":0.0000018342037,"teacher_disagreement_score":0.6733784,"about_ca_system_score_codex":0.000013946385,"about_ca_system_score_gemma":0.00010614296,"threshold_uncertainty_score":0.6824453},"labels":[],"label_agreement":null},{"id":"W4387407813","doi":"10.1080/24740527.2023.2266738","title":"The Contribution of Insomnia and Obstructive Sleep Apnea on the Transition from Acute to Chronic Painful Temporomandibular Disorders and their Persistence: A Prospective 3-Month Cohort Study","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Pain","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Réseau québécois de recherche sur la douleur; Réseau de Recherche en Santé Buccodentaire et Osseuse","keywords":"Medicine; Obstructive sleep apnea; Epworth Sleepiness Scale; Insomnia; Prospective cohort study; Physical therapy; Chronic pain; Cohort; Excessive daytime sleepiness; Polysomnography; Internal medicine; Sleep apnea; Cohort study; Apnea; Sleep disorder; Psychiatry","score_opus":0.008076635639584552,"score_gpt":0.23657999948212335,"score_spread":0.2285033638425388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387407813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899863,0.0005198153,0.00036438834,0.007218912,0.00008590308,0.0016829104,0.00008885905,0.000005905323,0.00004699832],"genre_scores_gemma":[0.9996892,0.000042997675,0.000011182505,0.00009324923,0.000089730085,0.00003888147,0.000009798808,0.000016078156,0.000008866879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830794,0.00053557486,0.00029207036,0.00020556738,0.00034386432,0.00031495516],"domain_scores_gemma":[0.9982686,0.00067271426,0.00014138635,0.00020317611,0.00032339105,0.00039071077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024895468,0.00015235587,0.0003174863,0.00023497379,0.0003913473,0.00005387736,0.00014816911,0.00005930317,0.000017169066],"category_scores_gemma":[0.00083655247,0.000086571024,0.00007863705,0.0004588731,0.0003684138,0.00007756813,0.00001706634,0.00037080178,0.0000015917029],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001055152,0.00008600616,0.9317821,0.000022208906,0.002750723,0.00023337746,0.033557,0.000051305164,0.0037503482,0.00044325873,0.0003225654,0.025945926],"study_design_scores_gemma":[0.0017967572,0.0029097358,0.956958,0.00007766527,0.00017410604,0.000024023675,0.034409966,0.0019309253,0.00043599078,0.0009255572,0.00025948338,0.00009781542],"about_ca_topic_score_codex":0.0019758926,"about_ca_topic_score_gemma":0.02906503,"teacher_disagreement_score":0.027089136,"about_ca_system_score_codex":0.00049617566,"about_ca_system_score_gemma":0.0002706965,"threshold_uncertainty_score":0.988652},"labels":[],"label_agreement":null},{"id":"W4387454632","doi":"10.1016/j.sleep.2023.10.001","title":"Recommendations for clinical management of excessive daytime sleepiness in obstructive sleep apnoea – A Delphi consensus study","year":2023,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; Jazz Pharmaceuticals","keywords":"Excessive daytime sleepiness; Medicine; Obstructive sleep apnea; Physical therapy; Intensive care medicine; Sleep disorder; Psychiatry; Insomnia; Internal medicine","score_opus":0.29032442074527565,"score_gpt":0.5183365191776574,"score_spread":0.2280120984323818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387454632","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011007921,0.96425194,0.00042976445,0.0018091284,0.0034537725,0.026660118,0.00060112623,0.00021555898,0.0014777803],"genre_scores_gemma":[0.0009939745,0.98908603,0.002346854,0.000071704635,0.0011249945,0.0038587027,0.0014388248,0.0003617183,0.0007171943],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899424,0.0011243052,0.0046203686,0.0018214596,0.0014188241,0.0010726796],"domain_scores_gemma":[0.9909032,0.0041160784,0.001712522,0.0017120021,0.001018821,0.0005373968],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004122281,0.0010471385,0.006533916,0.0020740498,0.00014195981,0.00001578942,0.0008642823,0.00062158896,0.00035310315],"category_scores_gemma":[0.0024575628,0.0008222181,0.0008919853,0.0032341275,0.0009785582,0.00007654265,0.00063528976,0.0016078048,0.000120429875],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005043207,0.0015749256,0.0008144755,0.03063489,0.0061962064,0.0008419248,0.0005904225,0.0000014826054,4.0348357e-7,0.00041858654,0.0013277598,0.9570946],"study_design_scores_gemma":[0.059589695,0.010568472,0.013342555,0.121248014,0.03957181,0.00039700884,0.033838533,0.0008892692,0.0000029413975,0.001256733,0.7166074,0.0026875993],"about_ca_topic_score_codex":0.00011920969,"about_ca_topic_score_gemma":0.00006024613,"teacher_disagreement_score":0.954407,"about_ca_system_score_codex":0.0006765957,"about_ca_system_score_gemma":0.00021438228,"threshold_uncertainty_score":0.99942285},"labels":[],"label_agreement":null},{"id":"W4387571292","doi":"10.3390/diagnostics13203187","title":"Prediction of the Sleep Apnea Severity Using 2D-Convolutional Neural Networks and Respiratory Effort Signals","year":2023,"lang":"en","type":"article","venue":"Diagnostics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; University of California, Davis; Agencia Estatal de Investigación; Johns Hopkins University; Instituto de Salud Carlos III; Universidad de Valladolid; National Institutes of Health; Case Western Reserve University; European Regional Development Fund; University of Washington; York University; University of Minnesota","keywords":"Polysomnography; Central sleep apnea; Apnea; Sleep apnea; Intraclass correlation; Medicine; Convolutional neural network; Mean squared error; Hypopnea; Sleep (system call); Apnea–hypopnea index; Statistics; Computer science; Artificial intelligence; Internal medicine; Mathematics; Reproducibility","score_opus":0.049881906362133376,"score_gpt":0.3002375872165076,"score_spread":0.25035568085437426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387571292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972188,0.00036481742,0.0011243362,0.00017763532,0.00045356998,0.00043495456,0.00008126531,0.000049975646,0.00009463755],"genre_scores_gemma":[0.99930865,0.000031644202,0.00008689755,0.00017275636,0.00032706006,0.000013490794,0.000025781803,0.000020025076,0.000013714631],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987494,0.00008070458,0.00024691003,0.000200344,0.00045291492,0.00026976163],"domain_scores_gemma":[0.99879855,0.0005584156,0.00007861747,0.0002468094,0.00021039334,0.00010721803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036713772,0.00010866169,0.00018505812,0.000100191144,0.00014203858,0.000011929041,0.00008883334,0.00010950468,0.000027449085],"category_scores_gemma":[0.0010987669,0.000085750115,0.00006800805,0.00050138735,0.00031558398,0.00006562315,0.00018171225,0.0002978397,0.000004043523],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056845733,0.000056457517,0.98370284,0.000076755634,0.00007479227,0.000024977964,0.000073903575,0.008275845,0.0024987392,0.00013995667,0.00051448855,0.004504406],"study_design_scores_gemma":[0.00041599345,0.00006891961,0.60140556,0.000025790849,0.00006451973,0.000013970801,0.000049199472,0.3968645,0.0008596195,0.000066158245,0.00012370368,0.000042045875],"about_ca_topic_score_codex":0.000020537855,"about_ca_topic_score_gemma":0.000003213967,"teacher_disagreement_score":0.38858867,"about_ca_system_score_codex":0.00007048258,"about_ca_system_score_gemma":0.000036765497,"threshold_uncertainty_score":0.3496788},"labels":[],"label_agreement":null},{"id":"W4387707891","doi":"10.21203/rs.3.rs-3400646/v1","title":"The study of the relationship between moderate to severe Sleep Obstructive Apnea and cognitive impairment, anxiety, and depression","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Anxiety; Memory span; Epworth Sleepiness Scale; Polysomnography; Medicine; Obstructive sleep apnea; Cognition; Stroop effect; Psychology; Audiology; Physical therapy; Internal medicine; Psychiatry; Apnea; Cognitive impairment; Working memory","score_opus":0.1044921825542295,"score_gpt":0.41450072479726924,"score_spread":0.31000854224303975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387707891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876813,0.00051706977,0.00006678542,0.0013293987,0.00014103753,0.009553325,0.00033911137,0.000051474257,0.0003204598],"genre_scores_gemma":[0.9982125,0.00007123127,0.000053589396,0.000008575332,0.0002243478,0.0008333613,0.000045041543,0.000089275134,0.0004620345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99300694,0.0021073448,0.0005264189,0.0010937513,0.0024575246,0.0008080046],"domain_scores_gemma":[0.99012226,0.0062745837,0.00017864913,0.0011133472,0.0018562056,0.00045496935],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0030422262,0.00036149507,0.0005885502,0.00050348777,0.0013053564,0.00021950086,0.0005068457,0.00034486008,0.000009535313],"category_scores_gemma":[0.0073884134,0.00021880651,0.000120958146,0.0011030297,0.0007468115,0.00009616264,0.0061979177,0.0033303674,0.000016333695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011073352,0.00016703617,0.9743623,0.0006649012,0.0004523563,0.00001798761,0.007231485,0.000038911738,0.00004006496,0.00005694976,0.00008565141,0.015775027],"study_design_scores_gemma":[0.002114999,0.00064831215,0.9614375,0.00090308767,0.00017119054,0.000014493286,0.029363092,0.00066809135,0.00029906005,0.0041790013,0.000010886871,0.00019026837],"about_ca_topic_score_codex":0.0004863961,"about_ca_topic_score_gemma":0.00030553312,"teacher_disagreement_score":0.022131607,"about_ca_system_score_codex":0.0002726234,"about_ca_system_score_gemma":0.00022604592,"threshold_uncertainty_score":0.9999948},"labels":[],"label_agreement":null},{"id":"W4387728747","doi":"10.1017/cjn.2023.300","title":"Sex Differences in Obstructive Sleep Apnea after Stroke","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Branch Out Neurological Foundation; Canadian Stroke Network; Heart and Stroke Foundation of Canada","keywords":"Medicine; Stroke (engine); Polysomnography; Obstructive sleep apnea; Internal medicine; Sleep apnea; Apnea; Physical therapy; Cardiology","score_opus":0.040799404141975665,"score_gpt":0.2921681672694064,"score_spread":0.2513687631274307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387728747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911636,0.0005333476,0.000014558637,0.004535056,0.00085076113,0.0002507797,0.000021436887,0.000030158715,0.0026002899],"genre_scores_gemma":[0.99751097,0.00014843055,0.00073850935,0.0011991208,0.00029435658,0.000008890495,3.9158792e-7,0.000016666561,0.000082648956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937432,0.0010276469,0.001005559,0.00070295087,0.001432277,0.002088367],"domain_scores_gemma":[0.99552095,0.00086005364,0.00047242924,0.00019365034,0.0005034729,0.0024494505],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004443326,0.00038373703,0.0007966142,0.0029919553,0.0013497116,0.000541588,0.0016457298,0.00025333196,0.00035181377],"category_scores_gemma":[0.0033234907,0.00025639593,0.00030198164,0.0035207502,0.008683799,0.00095156505,0.00013154205,0.0020890448,0.000020007577],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018301448,0.000027558513,0.97005624,0.000009429571,0.000022934026,0.020135041,0.0005389236,0.0003140525,0.000087933295,0.0001959718,0.00006746632,0.008361448],"study_design_scores_gemma":[0.0005361599,0.029562015,0.9436017,0.00003158925,0.00003132355,0.014984247,0.0009678861,0.0035218515,0.00014871542,0.006036455,0.00031598206,0.0002620306],"about_ca_topic_score_codex":0.0010834257,"about_ca_topic_score_gemma":0.035794694,"teacher_disagreement_score":0.034711268,"about_ca_system_score_codex":0.0004004001,"about_ca_system_score_gemma":0.0021150934,"threshold_uncertainty_score":0.99998885},"labels":[],"label_agreement":null},{"id":"W4387874930","doi":"10.1093/sleepadvances/zpad035.155","title":"P070 Efficacy of the ExVent Accessory with the O2Vent Optima Oral Appliance in the Treatment of Obstructive Sleep Apnea – A Clinical Trial","year":2023,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute","funders":"","keywords":"Local optimum; Medicine; Mathematics; Mathematical optimization","score_opus":0.06890572805022965,"score_gpt":0.4055116402929105,"score_spread":0.3366059122426808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387874930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914945,0.0012006029,0.00016099372,0.0022072764,0.0005080567,0.0037218386,0.000031216,0.000029563138,0.00064596935],"genre_scores_gemma":[0.9983414,0.00030121297,0.00039646222,0.000060044193,0.00028209377,0.00049606734,0.000010941049,0.000030755324,0.000081070524],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9965852,0.0005800839,0.0007370186,0.00050723227,0.001102083,0.00048837124],"domain_scores_gemma":[0.9967327,0.0015503665,0.00043641924,0.0010201429,0.00017676476,0.00008361105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009398875,0.00028362704,0.0006871073,0.00011607897,0.000144127,0.000019490035,0.0007542731,0.00009044547,0.000040647446],"category_scores_gemma":[0.00031307037,0.00011710618,0.00036825018,0.0013893421,0.0012357942,0.00013005572,0.00013232241,0.00039576076,0.000015857371],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0686011,0.005525926,0.08519228,0.00019467667,0.0011741786,0.000111823174,0.006160482,0.0036001334,0.00051202433,0.0011824258,0.000057440735,0.8276875],"study_design_scores_gemma":[0.15334913,0.0147274,0.7761664,0.0002517075,0.0009913266,0.000045592285,0.018366354,0.0042843157,0.012451606,0.0009937998,0.01780457,0.00056780904],"about_ca_topic_score_codex":0.000039643604,"about_ca_topic_score_gemma":0.00010178824,"teacher_disagreement_score":0.8271197,"about_ca_system_score_codex":0.00013797925,"about_ca_system_score_gemma":0.00007015517,"threshold_uncertainty_score":0.47754514},"labels":[],"label_agreement":null},{"id":"W4387881980","doi":"10.1093/sleepadvances/zpad035.022","title":"O022 Characteristics of patients with obstructive sleep apnoea with a focus on the First Nations population","year":2023,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Cohort; Body mass index; Cohort study; Sleep (system call); Audit; Pediatrics; Demography; Internal medicine; Environmental health","score_opus":0.01050730367299378,"score_gpt":0.2620642168624491,"score_spread":0.2515569131894553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387881980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99539924,0.00003279078,0.00025194805,0.0010528825,0.00013828838,0.0010798833,0.00014279484,0.0000800457,0.0018221015],"genre_scores_gemma":[0.99904835,0.000017529168,0.00040743957,0.00003986534,0.00007521349,0.00013392918,0.00019550166,0.000038904847,0.000043273023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981991,0.000046856156,0.00025297073,0.00031767148,0.00087492383,0.00030846594],"domain_scores_gemma":[0.99841714,0.00045787334,0.00022178833,0.00037886424,0.0004445427,0.000079803955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115746996,0.00018996019,0.00027850122,0.00030747833,0.00029741172,0.000017992517,0.00015000832,0.00004636859,0.00007797536],"category_scores_gemma":[0.00037778355,0.000109608496,0.000048891583,0.0012152006,0.00023062926,0.0002110252,0.00005071992,0.00022570475,0.00003829881],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012257842,0.00022082188,0.947945,0.00011398786,0.00022707043,0.000012926736,0.00044589568,0.00018637297,0.000028897657,0.0052498793,0.00000774441,0.044335622],"study_design_scores_gemma":[0.0015041627,0.0008860355,0.99460787,0.00010460917,0.000085079715,0.0000023377002,0.00044234126,0.0004813865,0.0006315252,0.00047646754,0.00063908275,0.00013912098],"about_ca_topic_score_codex":0.000028427914,"about_ca_topic_score_gemma":0.00023663834,"teacher_disagreement_score":0.046662852,"about_ca_system_score_codex":0.00012232769,"about_ca_system_score_gemma":0.00001552167,"threshold_uncertainty_score":0.4469705},"labels":[],"label_agreement":null},{"id":"W4387925233","doi":"10.1016/j.ijcha.2023.101287","title":"Recent highlights on the prevalence and role of sleep disordered breathing in cardiovascular diseases from the International Journal of Cardiology Heart &amp; Vasculature","year":2023,"lang":"en","type":"editorial","venue":"IJC Heart & Vasculature","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Netherlands Heart Institute; Horizon 2020 Framework Programme; National Institutes of Health; Novo Nordisk Fonden; ZonMw; European Commission","keywords":"Medicine; Sleep disordered breathing; Cardiology; Internal medicine; Breathing; Obstructive sleep apnea; Anesthesia","score_opus":0.013299835036481788,"score_gpt":0.2812171854593005,"score_spread":0.2679173504228187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387925233","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24939638,0.21769218,0.000026288983,0.016069021,0.51188064,0.0027384139,0.00200439,0.00008727265,0.00010540104],"genre_scores_gemma":[0.18509683,0.052118726,0.00038833127,0.00033681482,0.7602757,0.00016623059,0.0011109834,0.00035458535,0.00015179544],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929064,0.0012319147,0.0007808122,0.000788909,0.0037714604,0.0005204854],"domain_scores_gemma":[0.99271464,0.0037775459,0.00027523978,0.0015392865,0.0014811625,0.0002121327],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020341333,0.0005097818,0.0017552129,0.00031359994,0.0001430902,0.00010318364,0.00090478634,0.0011115053,0.00006757473],"category_scores_gemma":[0.006894853,0.00028986367,0.0015496666,0.0005111757,0.00042996972,0.00012817352,0.00045729885,0.003496147,0.0000141025375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025585033,0.00041117147,0.052580066,0.0009652724,0.025277242,0.00043999727,0.0027108914,0.0016383989,0.0017165602,0.00012995448,0.89924216,0.012329776],"study_design_scores_gemma":[0.0018966825,0.00013037279,0.17152599,0.0009823407,0.0011701755,0.0000607205,0.00013944133,0.000036307247,0.000058989615,0.00036729907,0.8234073,0.0002244278],"about_ca_topic_score_codex":0.00032939494,"about_ca_topic_score_gemma":0.00008708453,"teacher_disagreement_score":0.24839506,"about_ca_system_score_codex":0.0003003467,"about_ca_system_score_gemma":0.00035418337,"threshold_uncertainty_score":0.99995536},"labels":[],"label_agreement":null},{"id":"W4387969572","doi":"10.1164/rccm.202310-1857st","title":"Management of Persistent, Post-adenotonsillectomy Obstructive Sleep Apnea in Children: An Official American Thoracic Society Clinical Practice Guideline","year":2023,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of British Columbia","funders":"National Institutes of Health; University of Texas Southwestern Medical Center; Massachusetts General Hospital","keywords":"Medicine; Obstructive sleep apnea; Guideline; Grading (engineering); Multidisciplinary approach; Tonsillectomy; Evidence-based medicine; Expert opinion; Sleep medicine; MEDLINE; Evidence-based practice; Quality management; Adenoidectomy; Intensive care medicine; Pediatrics; Physical therapy; Family medicine; Alternative medicine; Sleep disorder; Surgery; Psychiatry","score_opus":0.03700259360912483,"score_gpt":0.4217196308083645,"score_spread":0.38471703719923966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387969572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915303,0.002168942,0.0005623138,0.0045918487,0.00020646094,0.00042139253,0.000025289364,0.000029853767,0.00046359826],"genre_scores_gemma":[0.9886981,0.00020950801,0.0077492213,0.0025371711,0.00073080725,0.00000800798,0.000017710761,0.000045228422,0.000004200183],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9949692,0.0008851619,0.0017007596,0.0005139271,0.0013690073,0.0005619459],"domain_scores_gemma":[0.99479026,0.0010417002,0.0006169382,0.00040859642,0.0024169972,0.000725508],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002561382,0.00030477013,0.0013261125,0.0005273347,0.00011708932,0.000015739437,0.0002832906,0.00009451513,0.00005421439],"category_scores_gemma":[0.0030272943,0.00024128096,0.00046130575,0.0018337454,0.0048460136,0.0002698161,0.00015595558,0.0011556273,0.0000035648347],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039286027,0.00048000843,0.15418184,0.0002497792,0.0010371167,0.0013310662,0.0027576913,0.000025171446,0.0006137347,0.0002593788,0.00017180794,0.8349638],"study_design_scores_gemma":[0.005500188,0.040736545,0.58782923,0.00044982127,0.0021274851,0.0011640966,0.35636193,0.0005435129,0.00019089744,0.00003952478,0.004641695,0.00041510645],"about_ca_topic_score_codex":0.00009851968,"about_ca_topic_score_gemma":0.000005044855,"teacher_disagreement_score":0.8345487,"about_ca_system_score_codex":0.00016631187,"about_ca_system_score_gemma":0.00016796004,"threshold_uncertainty_score":0.9978622},"labels":[],"label_agreement":null},{"id":"W4387980696","doi":"10.1183/13993003.congress-2023.pa3012","title":"Mandibular advancement device efficacy as a therapeutic alternative treatment in patients with OSA and CPAP intolerance after 3 years of follow up","year":2023,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; Apnea–hypopnea index; Internal medicine; Sleep apnea; Pediatrics; Physical therapy; Apnea; Polysomnography","score_opus":0.017121457717777105,"score_gpt":0.3076998189655655,"score_spread":0.29057836124778835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387980696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982087,0.00014560409,0.00005300153,0.0001601605,0.00004142332,0.0010462538,0.000006943929,0.000019459392,0.00031844026],"genre_scores_gemma":[0.998744,0.000060973198,0.00030621313,0.00007397501,0.000011678868,0.0001187977,0.0000151938675,0.00001981597,0.0006493465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889266,0.000043291908,0.00016811516,0.00027553845,0.00038205364,0.00023832571],"domain_scores_gemma":[0.999505,0.00007590523,0.000041474974,0.00020606046,0.000090724294,0.00008087808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000077113844,0.00012905453,0.00025415132,0.00018447744,0.000014034221,0.000007350755,0.000048036603,0.000028922177,0.00014497107],"category_scores_gemma":[0.000020323037,0.000092477385,0.000030499314,0.0003378282,0.00007929475,0.000064242704,0.000043511896,0.00007332261,0.000044050885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003939258,0.00047977123,0.8515194,0.000056838107,0.00032170227,0.00010687039,0.0020172398,0.000016909626,0.00040169648,0.000083428815,0.0000015110376,0.14105535],"study_design_scores_gemma":[0.013596724,0.0019926154,0.9798398,0.000090041736,0.000045683842,0.0000012626444,0.00022425684,0.00017306913,0.0034533965,0.000050116705,0.00043959168,0.000093422386],"about_ca_topic_score_codex":0.00018199497,"about_ca_topic_score_gemma":0.00011396193,"teacher_disagreement_score":0.14096192,"about_ca_system_score_codex":0.00016087634,"about_ca_system_score_gemma":0.000024505445,"threshold_uncertainty_score":0.37711185},"labels":[],"label_agreement":null},{"id":"W4388035418","doi":"10.5664/jcsm.10832","title":"Long-term health outcomes for patients with obstructive sleep apnea: placing the Agency for Healthcare Research and Quality report in context—a multisociety commentary","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"National Institutes of Health; Eisai; ResMed; Sleep Research Society; American Academy of Sleep Medicine; Canadian Institutes of Health Research; American Thoracic Society","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Randomized controlled trial; Context (archaeology); Health care; Intensive care medicine; Positive airway pressure; Quality of life (healthcare); Sleep apnea; Medicaid; Physical therapy; Nursing; Internal medicine","score_opus":0.23376994474412516,"score_gpt":0.5373139855179085,"score_spread":0.3035440407737834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388035418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8685454,0.00054647645,0.00089590705,0.12572199,0.0007855648,0.0034228947,0.000054539854,0.000017761487,0.000009473218],"genre_scores_gemma":[0.9937585,0.00023443683,0.0015283874,0.0033449368,0.0008100479,0.000106930966,0.000114380375,0.000052950196,0.00004940209],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9921957,0.000991472,0.0034723284,0.0005538534,0.001900431,0.00088618044],"domain_scores_gemma":[0.97981334,0.014753006,0.0015506009,0.00053365005,0.0026005008,0.0007488943],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.022342334,0.00027813145,0.0019179794,0.00036191198,0.00040344222,0.000020633468,0.0003292814,0.00020729259,0.000013310498],"category_scores_gemma":[0.015402948,0.00015097117,0.00031032963,0.0007433161,0.0011760197,0.00018172782,0.00016673101,0.0019110081,0.000001055045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048246603,0.0005197393,0.86255044,0.00062331697,0.00045880416,0.00011074425,0.0017487379,0.0000015730317,0.0000053781664,0.00007185423,0.00088561146,0.12819913],"study_design_scores_gemma":[0.025063405,0.009928237,0.95894647,0.00055596506,0.00008909359,0.00006364731,0.0041153403,0.00026677994,0.000005968226,0.00045696172,0.00038271298,0.00012540417],"about_ca_topic_score_codex":0.0003562618,"about_ca_topic_score_gemma":0.00058968744,"teacher_disagreement_score":0.12807372,"about_ca_system_score_codex":0.00042468356,"about_ca_system_score_gemma":0.00022170854,"threshold_uncertainty_score":0.9928907},"labels":[],"label_agreement":null},{"id":"W4388049695","doi":"10.1016/j.ijporl.2023.111755","title":"Home sleep apnea tests: Conflicts of interest and funding","year":2023,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital; University of Toronto","funders":"","keywords":"Medicine; Conflict of interest; MEDLINE; Family medicine; Odds; Statement (logic); Systematic review; Odds ratio; Accounting; Finance; Logistic regression; Internal medicine; Law; Political science; Business","score_opus":0.06307553260100479,"score_gpt":0.3440837259766765,"score_spread":0.28100819337567173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388049695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99579287,0.00040109575,0.00020556149,0.0014939159,0.0015716726,0.00013360378,0.000021487785,0.000024836427,0.00035496659],"genre_scores_gemma":[0.99723184,0.00034750727,0.00044018458,0.000104291496,0.0017456509,0.0000029161768,0.000010667937,0.00002343018,0.00009349273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820864,0.00008643189,0.000688381,0.00018321825,0.00055855076,0.00027476042],"domain_scores_gemma":[0.997571,0.0005633909,0.00049317145,0.00013906237,0.0010174501,0.00021592101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006671011,0.00013965655,0.00041045345,0.0015843951,0.000028931341,0.000023348417,0.00037393952,0.0001347976,0.00009973816],"category_scores_gemma":[0.0011756129,0.00012193712,0.0001420488,0.00043129755,0.00016423703,0.00021060868,0.00024690197,0.0004933039,0.000056722398],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052782736,0.00015006193,0.9726165,0.00008717015,0.00055536424,0.0012164691,0.0003911497,0.000006042105,0.016420873,0.0015368824,0.00056506327,0.0059266174],"study_design_scores_gemma":[0.003659303,0.0009998076,0.98761636,0.000029693323,0.0001914531,0.0025635909,0.00022701695,0.00062793936,0.0013431563,0.00086798525,0.0017297898,0.00014391253],"about_ca_topic_score_codex":0.00001780546,"about_ca_topic_score_gemma":0.0000035864698,"teacher_disagreement_score":0.015077717,"about_ca_system_score_codex":0.00011472645,"about_ca_system_score_gemma":0.00007267224,"threshold_uncertainty_score":0.49724516},"labels":[],"label_agreement":null},{"id":"W4388111793","doi":"10.1111/jsr.14086","title":"Strengthening oropharyngeal muscles as an approach to treat post‐stroke obstructive sleep apnea: A feasibility randomised controlled trial","year":2023,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto; Sunnybrook Health Science Centre","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Toronto Rehabilitation Institute; Canadian Institutes of Health Research; Sunnybrook Research Institute","keywords":"Obstructive sleep apnea; Medicine; Stroke (engine); Randomized controlled trial; Physical therapy; Physical medicine and rehabilitation; Anesthesia; Internal medicine","score_opus":0.07369731735824704,"score_gpt":0.3874743430690515,"score_spread":0.31377702571080446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388111793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98390436,0.0001666557,0.00019312261,0.0010284506,0.00050453393,0.00826768,0.00006169483,0.00009731014,0.005776215],"genre_scores_gemma":[0.99415874,0.00003285658,0.002299081,0.000060382004,0.0019815497,0.00037695016,0.000028748591,0.00012384621,0.00093784294],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98706,0.003012618,0.001880932,0.0009713739,0.005310459,0.0017646063],"domain_scores_gemma":[0.9878922,0.003390158,0.00049035583,0.0010316699,0.0051657176,0.0020299081],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.012713913,0.00051999744,0.0022577378,0.0032491311,0.00057517935,0.00028518765,0.0010506874,0.00037039016,0.0004345435],"category_scores_gemma":[0.015464702,0.00038225314,0.0010432896,0.0024869023,0.00063074025,0.00070090283,0.00044019718,0.002955593,0.00022090119],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8538782,0.0020253793,0.0014059927,0.00014430935,0.0009011235,0.00083400466,0.004015021,0.00014302737,0.086370625,0.00014076487,0.000116918745,0.050024606],"study_design_scores_gemma":[0.94240606,0.013860173,0.011863119,0.00007613912,0.00043746238,0.0005280131,0.014367105,0.00792862,0.007515321,0.0005251304,0.00006568615,0.00042717258],"about_ca_topic_score_codex":0.00014488475,"about_ca_topic_score_gemma":0.000013765144,"teacher_disagreement_score":0.088527836,"about_ca_system_score_codex":0.0012555846,"about_ca_system_score_gemma":0.00074476324,"threshold_uncertainty_score":0.9998629},"labels":[],"label_agreement":null},{"id":"W4388116409","doi":"10.1016/j.sleep.2023.10.037","title":"Abnormal dynamic functional connectivity in the hippocampal subregions of patients with untreated moderate-to-severe obstructive sleep apnea","year":2023,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precuneus; Hippocampal formation; Hippocampus; Obstructive sleep apnea; Medicine; Functional magnetic resonance imaging; Cognition; Temporal lobe; Lingual gyrus; Precentral gyrus; Magnetic resonance imaging; Cardiology; Internal medicine; Resting state fMRI; Neuroscience; Audiology; Psychology; Radiology; Epilepsy","score_opus":0.01727846032057689,"score_gpt":0.26893115648402094,"score_spread":0.25165269616344405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388116409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99211735,0.00003994099,0.0011186693,0.0031985533,0.00028814157,0.0017084645,0.00009835089,0.00009937712,0.0013311743],"genre_scores_gemma":[0.9985522,0.0000042593815,0.00009673822,0.0003158647,0.00013278703,0.0001518227,0.00059678464,0.000053204494,0.00009633703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963212,0.0002830386,0.0005129694,0.00060821534,0.0015563857,0.000718196],"domain_scores_gemma":[0.9975259,0.00066836533,0.00015534094,0.0006458821,0.0007167077,0.00028781148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006709206,0.00036342864,0.00069241744,0.00083033025,0.00017453317,0.0000115702,0.000276553,0.0001436317,0.00034431453],"category_scores_gemma":[0.0006659322,0.0002231815,0.00008734615,0.002940099,0.0006344938,0.00017546394,0.00011517653,0.00065646094,0.00008434768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009728964,0.00080177054,0.9564405,0.00018783868,0.0005536708,0.0002642604,0.004589466,0.0021364808,0.0007906952,0.0008538868,0.00039642822,0.023256036],"study_design_scores_gemma":[0.010290405,0.0015481362,0.9721428,0.000104760875,0.00016819111,0.00005163214,0.002931699,0.011994874,0.00012252659,0.00037285232,0.000056548884,0.00021557875],"about_ca_topic_score_codex":0.00024261129,"about_ca_topic_score_gemma":0.00027200425,"teacher_disagreement_score":0.023040457,"about_ca_system_score_codex":0.00029870242,"about_ca_system_score_gemma":0.00007426243,"threshold_uncertainty_score":0.9101078},"labels":[],"label_agreement":null},{"id":"W4388144990","doi":"10.1007/978-3-031-34625-5_36","title":"Upper Airway Surgery for Obstructive Sleep Apnea","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Airway; Obstructive sleep apnea; Airway obstruction; Breathing; Sleep apnea; Surgery; Anesthesia","score_opus":0.045509962358190874,"score_gpt":0.2994372491241691,"score_spread":0.2539272867659782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388144990","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026380015,0.00026712025,0.0025909888,0.001686423,0.0020843402,0.0030132409,0.00045613496,0.0006035198,0.9890344],"genre_scores_gemma":[0.00342896,0.000066465334,0.0016836573,0.00027746934,0.0014542062,0.00022961594,0.00066630344,0.0005110031,0.9916823],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964352,0.000021374437,0.0006686324,0.0010425852,0.0010147255,0.0008174816],"domain_scores_gemma":[0.995967,0.0016548238,0.00020702252,0.00090933166,0.0008373455,0.0004245299],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044793062,0.00064796634,0.0013225955,0.00093881064,0.00014084986,0.000041807496,0.00022434452,0.00080291217,0.004669106],"category_scores_gemma":[0.00059619255,0.0005617492,0.0010814095,0.000120025055,0.00036515956,0.00010001855,0.00023041196,0.0008626624,0.0028599217],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018729693,0.00013031444,0.0019192036,0.0022356855,0.0053073596,0.00070362433,0.00023103025,0.000002514886,0.00064264174,0.43869045,0.059062794,0.4892014],"study_design_scores_gemma":[0.0060349107,0.0012837908,0.0069957566,0.0010120962,0.0023795846,0.000463659,0.00060105324,0.0018039964,0.007189606,0.10462836,0.86371297,0.003894223],"about_ca_topic_score_codex":0.000018445002,"about_ca_topic_score_gemma":0.000015210348,"teacher_disagreement_score":0.8046502,"about_ca_system_score_codex":0.0003763592,"about_ca_system_score_gemma":0.00015995493,"threshold_uncertainty_score":0.9996834},"labels":[],"label_agreement":null},{"id":"W4388145061","doi":"10.1007/978-3-031-34625-5_34","title":"Oral Appliances for Obstructive Sleep Apnea Syndrome (OSAS) Therapy","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Intensive care medicine; Heart failure; Etiology; COPD; Physical therapy; Cardiology; Internal medicine","score_opus":0.06250283708158257,"score_gpt":0.32452287949070086,"score_spread":0.2620200424091183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388145061","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013148106,0.00097309024,0.0027130512,0.001240135,0.0016247376,0.0074829482,0.0006166905,0.0008431363,0.9831914],"genre_scores_gemma":[0.013453504,0.00024421344,0.004356372,0.00029053856,0.00067958434,0.00061098236,0.0004904401,0.0005046087,0.97936976],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964866,0.000020170468,0.000556956,0.0011179444,0.0010383049,0.0007800435],"domain_scores_gemma":[0.99764645,0.00039897225,0.000214828,0.0008358028,0.0005534044,0.00035051236],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003107616,0.00071246614,0.0012668011,0.0005095593,0.00016270846,0.000058656304,0.00040633118,0.0007030373,0.0027644555],"category_scores_gemma":[0.00008454489,0.0005789762,0.00060364744,0.00013676372,0.0004756852,0.000115471186,0.00016869049,0.00084298936,0.001879268],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022985665,0.00014130706,0.00045010264,0.0009558835,0.0054261344,0.0010192458,0.00022701829,0.0000032240685,0.00072287774,0.40247068,0.0047712824,0.58151364],"study_design_scores_gemma":[0.016549498,0.005501494,0.0056652324,0.00055908714,0.0010451775,0.0012766767,0.0007512429,0.0010470778,0.0028715278,0.20240763,0.7589468,0.0033786],"about_ca_topic_score_codex":0.000035434503,"about_ca_topic_score_gemma":0.000034379587,"teacher_disagreement_score":0.7541755,"about_ca_system_score_codex":0.00027929415,"about_ca_system_score_gemma":0.00009507177,"threshold_uncertainty_score":0.99966615},"labels":[],"label_agreement":null},{"id":"W4388185713","doi":"10.1183/13993003.congress-2023.pa584","title":"Peak airflow-triggered adaptive servo-ventilation improves sleep structure of patients with heart failure and sleep apnea","year":2023,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Polysomnography; Medicine; Heart failure; Central sleep apnea; Sleep apnea; Ventilation (architecture); Apnea–hypopnea index; Anesthesia; Ejection fraction; Apnea; Randomized controlled trial; Obstructive sleep apnea; Cardiology; Sleep (system call); Pittsburgh Sleep Quality Index; Internal medicine; Sleep quality; Insomnia","score_opus":0.008557774666204852,"score_gpt":0.24412088562904588,"score_spread":0.23556311096284102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388185713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99745274,0.0000387003,0.00046082813,0.0004702109,0.00007982458,0.0010841931,0.00010274394,0.000119923745,0.00019083807],"genre_scores_gemma":[0.9959888,0.0000015062872,0.0034330785,0.00004843694,0.000065884946,0.0000132090345,0.00023069946,0.00004805597,0.00017033385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979951,0.00006284749,0.0003056504,0.0004602985,0.00077235495,0.00040375232],"domain_scores_gemma":[0.9986455,0.000090510126,0.00011192462,0.0003724981,0.0005713173,0.00020828447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011083954,0.00024042564,0.0004190813,0.0003483788,0.00009571485,0.000024180303,0.00009711887,0.00014957116,0.00028770714],"category_scores_gemma":[0.00009500295,0.0001741001,0.00007372192,0.0008290825,0.00019130412,0.00024733628,0.00013698604,0.0002935493,0.00002499347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003962516,0.00035664125,0.80389005,0.00065742084,0.00094840484,0.000022746985,0.0011127172,0.00012455223,0.15721391,0.0007810418,0.0008160611,0.030113947],"study_design_scores_gemma":[0.0038228172,0.001070832,0.9589462,0.000035140427,0.00013220654,0.0000063063244,0.00064844964,0.0067284345,0.02795243,0.00017938696,0.00027398427,0.00020380439],"about_ca_topic_score_codex":0.000059666345,"about_ca_topic_score_gemma":0.00008896397,"teacher_disagreement_score":0.15505616,"about_ca_system_score_codex":0.000063065185,"about_ca_system_score_gemma":0.000028829065,"threshold_uncertainty_score":0.7099596},"labels":[],"label_agreement":null},{"id":"W4388187854","doi":"10.1183/13993003.congress-2023.pa3010","title":"Use of the ExVent accessory with the O2Vent Optima oral appliance for the treatment of obstructive sleep apnea – A clinical trial","year":2023,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute","funders":"","keywords":"Medicine; Obstructive sleep apnea; Oral appliance; Sleep (system call); Internal medicine; Anesthesia","score_opus":0.2065012819832031,"score_gpt":0.4288432506478611,"score_spread":0.222341968664658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388187854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846075,0.000103912396,0.0023962052,0.0048405216,0.00046100642,0.007276737,0.00007336152,0.0000357033,0.00020501176],"genre_scores_gemma":[0.99589604,0.000067382556,0.0013473076,0.000083224775,0.00026928328,0.0009856285,0.000008599467,0.00003635096,0.0013061676],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977886,0.00022427675,0.00054803444,0.00036423054,0.0007116506,0.000363221],"domain_scores_gemma":[0.9956566,0.0026487892,0.0002861747,0.0009919163,0.00032943598,0.00008706451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067928946,0.00020528835,0.00052349747,0.000055629313,0.00016532103,0.000023521881,0.00041761043,0.00008691371,0.00007804076],"category_scores_gemma":[0.0003318836,0.000071712486,0.00047239475,0.0005924664,0.00095227244,0.000071412476,0.00013949182,0.00020269533,0.000008568872],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.22735813,0.005408468,0.049344797,0.00025934508,0.006859319,0.000030546817,0.0032117108,0.0017942366,0.0017131331,0.0058881817,0.0019352713,0.69619685],"study_design_scores_gemma":[0.21606967,0.031049123,0.56856424,0.0001453719,0.003511483,0.000042295746,0.011932514,0.07044251,0.055559177,0.00064919435,0.04138132,0.0006530928],"about_ca_topic_score_codex":0.00010418956,"about_ca_topic_score_gemma":0.00006924329,"teacher_disagreement_score":0.69554377,"about_ca_system_score_codex":0.00011507535,"about_ca_system_score_gemma":0.000096938165,"threshold_uncertainty_score":0.35086876},"labels":[],"label_agreement":null},{"id":"W4388378801","doi":"10.1016/j.cct.2023.107378","title":"Protocol for a pragmatic trial testing a self-directed lifestyle program targeting weight loss among patients with obstructive sleep apnea (POWER Trial)","year":2023,"lang":"en","type":"article","venue":"Contemporary Clinical Trials","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Medicine; Weight loss; Obstructive sleep apnea; Physical therapy; Randomized controlled trial; Population; Sleep apnea; Obesity; Quality of life (healthcare); Intervention (counseling); Gerontology; Internal medicine; Environmental health; Psychiatry; Nursing","score_opus":0.17296270001874142,"score_gpt":0.46135509368225763,"score_spread":0.2883923936635162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388378801","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41193625,0.000009575623,0.000093252274,0.00035018218,0.001197951,0.58183926,0.00011815124,0.0029947665,0.0014606119],"genre_scores_gemma":[0.32963443,6.450283e-7,0.022586191,0.000088284585,0.0029413209,0.64393884,0.00039172271,0.00023246594,0.00018610465],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98432547,0.0055757556,0.005631988,0.0016430753,0.0016069054,0.0012167997],"domain_scores_gemma":[0.95977473,0.03263659,0.003211342,0.0010483983,0.0023509813,0.0009779485],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.022150706,0.0007722197,0.0036202355,0.00048675423,0.00039568704,0.00020842628,0.00050711405,0.00068226265,0.000110129455],"category_scores_gemma":[0.1658188,0.0005352736,0.0010606046,0.0021799714,0.0006235348,0.00055985496,0.00029421062,0.0011992394,0.00008400724],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.72524697,0.0062758015,0.23148736,0.00075720355,0.002147344,0.00016422091,0.0002463891,0.0000016106117,0.000023298651,0.00002656728,0.004402886,0.029220372],"study_design_scores_gemma":[0.90446997,0.031644978,0.04224076,0.0005860205,0.00048365945,0.0000035151375,0.00015702416,0.0060594003,0.00010007046,0.00033319517,0.013141881,0.0007795421],"about_ca_topic_score_codex":0.000018815594,"about_ca_topic_score_gemma":0.0000017922965,"teacher_disagreement_score":0.18924661,"about_ca_system_score_codex":0.0001879966,"about_ca_system_score_gemma":0.0008532599,"threshold_uncertainty_score":0.9997099},"labels":[],"label_agreement":null},{"id":"W4388486671","doi":"10.1164/rccm.202310-1778ed","title":"Pharmacologic Therapy for Obstructive Sleep Apnea: Are We Seeing Some Light at the End of the Tunnel?","year":2023,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep (system call); Light therapy; Sleep apnea; Physical medicine and rehabilitation; Intensive care medicine; Physical therapy; Anesthesia; Internal medicine; Circadian rhythm","score_opus":0.040335724559970934,"score_gpt":0.36330361667585104,"score_spread":0.3229678921158801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388486671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9442798,0.015688037,0.000056932033,0.038772784,0.0005432055,0.00047483365,0.0000268812,0.00001488546,0.00014265356],"genre_scores_gemma":[0.99585,0.00029983697,0.000042053143,0.0027707405,0.0009564345,0.000025360607,0.0000011446152,0.00002776016,0.000026647636],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976034,0.0003900294,0.0005462613,0.00024057052,0.0008182532,0.00040146982],"domain_scores_gemma":[0.9963183,0.0018435998,0.00033847452,0.00027372074,0.00094098673,0.00028491646],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00089885487,0.00020521288,0.00068946887,0.00019664153,0.00029991564,0.000009305277,0.00028775854,0.000059787522,0.00012157132],"category_scores_gemma":[0.0015888495,0.00009582969,0.00022816334,0.00066781964,0.0037206612,0.00009473658,0.00012593376,0.00058823155,0.0000018366617],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005819703,0.0001846159,0.089090735,0.0008357242,0.00086998695,0.0005808114,0.009223506,0.000019269353,0.26476574,0.0018668944,0.0031101597,0.62363285],"study_design_scores_gemma":[0.020763678,0.036970094,0.4170473,0.0013964096,0.0020690672,0.0012535107,0.24300289,0.00024594547,0.16865242,0.0034655868,0.104384854,0.0007482444],"about_ca_topic_score_codex":0.000004801283,"about_ca_topic_score_gemma":0.0000026823802,"teacher_disagreement_score":0.6228846,"about_ca_system_score_codex":0.00012887226,"about_ca_system_score_gemma":0.00008485953,"threshold_uncertainty_score":0.99899065},"labels":[],"label_agreement":null},{"id":"W4388662078","doi":"10.1111/jsr.14095","title":"Sex differences in the association of sleep spindle density and cognitive performance among community‐dwelling middle‐aged and older adults with obstructive sleep apnea","year":2023,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; Libin Cardiovascular Institute of Alberta; Hotchkiss Brain Institute; Alberta Health; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Polysomnography; Medicine; Sleep apnea; Apnea–hypopnea index; Apnea; Physical therapy; Internal medicine; Audiology; Cardiology","score_opus":0.047571323268640185,"score_gpt":0.31332468973634847,"score_spread":0.2657533664677083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388662078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99812293,0.0003000084,0.000060835948,0.00031948928,0.000048394795,0.0008211568,0.000008936142,0.000009733544,0.00030853474],"genre_scores_gemma":[0.9993908,0.00025597037,0.00011986553,0.00001834019,0.00011028292,0.000020441254,0.0000072059324,0.000025728861,0.00005137304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944695,0.0017932602,0.00057684275,0.00025182273,0.0022689102,0.0006396111],"domain_scores_gemma":[0.9937979,0.00360746,0.0004035847,0.00025161143,0.0017269999,0.00021245713],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007995857,0.00020420745,0.00062641053,0.0009927462,0.00054352067,0.00009574227,0.00032755136,0.00017891215,0.000016804726],"category_scores_gemma":[0.001775456,0.00013474218,0.000069472124,0.0015322784,0.0009173489,0.00042164518,0.0002435638,0.003230254,0.0000036507076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016951539,0.00024794653,0.9517287,0.0004918428,0.00036571425,0.00013202659,0.025103958,0.000008878462,0.0007367846,0.000009835858,0.0000055842047,0.019473547],"study_design_scores_gemma":[0.0042967945,0.0015231795,0.91096026,0.0009270151,0.00009667473,0.00011956802,0.07219769,0.0059512774,0.003733018,0.00007815438,7.94765e-7,0.00011559046],"about_ca_topic_score_codex":0.0002446076,"about_ca_topic_score_gemma":0.00024247808,"teacher_disagreement_score":0.04709373,"about_ca_system_score_codex":0.00021166129,"about_ca_system_score_gemma":0.00006176603,"threshold_uncertainty_score":0.99906933},"labels":[],"label_agreement":null},{"id":"W4388693210","doi":"10.1111/jsr.14099","title":"Healthcare resource utilisation and costs in patients with treated obstructive sleep apnea","year":2023,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Greenfield Research (Canada)","funders":"National Heart, Lung, and Blood Institute; Agence Nationale de la Recherche; University of California, San Diego; Fondation Université Grenoble Alpes; National Institutes of Health; LivaNova; National Institute on Aging; Eli Lilly and Company; ResMed; Jazz Pharmaceuticals","keywords":"Medicine; Obstructive sleep apnea; Health care; Internal medicine; Pediatrics","score_opus":0.0442377873967602,"score_gpt":0.3549294477229902,"score_spread":0.31069166032622997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388693210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99527633,0.00019713533,0.000011481892,0.0028844236,0.000052598196,0.0008364917,0.000014255452,0.000022096574,0.00070520275],"genre_scores_gemma":[0.9994093,0.000037137714,0.000202638,0.000034219156,0.00013619804,0.000016045873,0.000029746894,0.00004759482,0.00008709213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951542,0.0006802886,0.00056842406,0.00034653925,0.002476904,0.000773653],"domain_scores_gemma":[0.9961219,0.00061302196,0.00018633094,0.0003089481,0.0022618235,0.0005079655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025658442,0.00017978331,0.00047614233,0.0022118373,0.00018081558,0.00006200298,0.00021043308,0.0001597511,0.00004538883],"category_scores_gemma":[0.0011399145,0.00013418982,0.00006276221,0.002783451,0.00041656985,0.00030976997,0.00015908688,0.0016174895,0.000029473738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046725934,0.00021064421,0.85103875,0.00010518504,0.00014060865,0.00037455632,0.0010090198,0.00001608343,0.00046479056,0.00009245158,0.0001296756,0.14174563],"study_design_scores_gemma":[0.0072816694,0.0027576473,0.98373777,0.00021256995,0.000024094481,0.00006631223,0.0034052888,0.001195021,0.0008275751,0.000107926455,0.00027115145,0.00011295049],"about_ca_topic_score_codex":0.00015143958,"about_ca_topic_score_gemma":0.000053351094,"teacher_disagreement_score":0.14163268,"about_ca_system_score_codex":0.00092531095,"about_ca_system_score_gemma":0.00011533912,"threshold_uncertainty_score":0.7027277},"labels":[],"label_agreement":null},{"id":"W4388866494","doi":"10.21203/rs.3.rs-3634617/v1","title":"Efficacy of the ExVent Accessory for the O2Vent Optima Oral Appliance in the Treatment of Obstructive Sleep Apnea","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Interquartile range; Obstructive sleep apnea; Polysomnogram; Oral appliance; Anesthesia; Internal medicine; Apnea; Polysomnography","score_opus":0.1672684463385886,"score_gpt":0.4596306612508788,"score_spread":0.2923622149122902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388866494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95533067,0.004304849,0.0008031285,0.0093390765,0.0007251998,0.027986687,0.0008517486,0.00004806338,0.00061057846],"genre_scores_gemma":[0.9929237,0.0006282772,0.0003776758,0.000014040209,0.00033381814,0.0051467456,0.0000820697,0.00009318931,0.00040052744],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9930165,0.0012208023,0.00080822804,0.000883047,0.0030440956,0.0010273316],"domain_scores_gemma":[0.99000657,0.005612117,0.00033038226,0.0027011137,0.0012129252,0.0001368953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032193111,0.00041965191,0.00089116476,0.00045457366,0.000314612,0.00006985593,0.0020771637,0.00032224605,0.00007206981],"category_scores_gemma":[0.0016535176,0.00019837695,0.00082981866,0.0014446212,0.0014396163,0.000048294783,0.001290237,0.0017142158,0.000019517945],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0197294,0.016423788,0.12771267,0.017053477,0.0067291055,0.0003032047,0.04597441,0.021721771,0.0047628414,0.00896089,0.0015501726,0.7290783],"study_design_scores_gemma":[0.008763568,0.0028605023,0.9298603,0.001401697,0.00038331334,0.000015037372,0.015304101,0.015523357,0.017961005,0.003875394,0.0036719989,0.00037975708],"about_ca_topic_score_codex":0.0008622565,"about_ca_topic_score_gemma":0.00018682434,"teacher_disagreement_score":0.8021476,"about_ca_system_score_codex":0.0010637603,"about_ca_system_score_gemma":0.0004402215,"threshold_uncertainty_score":0.80895776},"labels":[],"label_agreement":null},{"id":"W4388947555","doi":"10.1016/j.cardfail.2023.10.484","title":"Heart Failure Risk Under Covers: Sleeping With the Enemy","year":2023,"lang":"en","type":"editorial","venue":"Journal of Cardiac Failure","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Medicine; Heart failure; Obstructive sleep apnea; Sleep apnea; Central sleep apnea; Apnea; Obesity; Cardiology; Sleep (system call); Internal medicine; Polysomnography","score_opus":0.009594946325203987,"score_gpt":0.28371471049799635,"score_spread":0.2741197641727924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388947555","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055845543,0.0026942212,0.000407679,0.026328556,0.9627661,0.0011269005,0.00050131814,0.000100664394,0.0004900208],"genre_scores_gemma":[0.0116813425,0.00056147535,0.0015469942,0.00010582488,0.9849562,0.000025038224,0.000087191656,0.0003089072,0.000727008],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926573,0.00066350616,0.000741835,0.0004723136,0.0046843016,0.0007807504],"domain_scores_gemma":[0.99156654,0.0035510478,0.0010589166,0.00082555786,0.002531535,0.00046641327],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0024920383,0.0005780943,0.001765641,0.0005473671,0.00028586067,0.00021783503,0.0005570713,0.0010411704,0.0000926419],"category_scores_gemma":[0.0026440525,0.00033779684,0.0013188836,0.00085988856,0.00036385568,0.0002852793,0.00020172585,0.006782699,0.00014534185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000603238,0.000027485377,0.0012576326,0.00017239552,0.0039664344,0.00017254992,0.00016198998,0.00018957512,0.00041106885,0.00001224064,0.9923775,0.0006478643],"study_design_scores_gemma":[0.001992587,0.0008325987,0.0011783598,0.00067044975,0.0021763751,0.000114656286,0.0020715499,0.0000071750374,0.00027795098,0.000039378505,0.99030757,0.0003313637],"about_ca_topic_score_codex":0.00006203947,"about_ca_topic_score_gemma":0.000058719095,"teacher_disagreement_score":0.026222732,"about_ca_system_score_codex":0.0007301643,"about_ca_system_score_gemma":0.0012398222,"threshold_uncertainty_score":0.99990743},"labels":[],"label_agreement":null},{"id":"W4389020130","doi":"10.1096/fasebj.31.1_supplement.847.8","title":"Sixty Days of Head‐Down Tilt Bed Rest Augments Muscle Sympathetic Nerve Activity Responses to Maximal End‐Inspiratory Apnea: Evaluation of Sympathetic Neural Recruitment Strategies","year":2017,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Microneurography; Medicine; Apnea; Blood pressure; Heart rate; Anesthesia; Cardiology; Internal medicine; Baroreflex","score_opus":0.15464739833914798,"score_gpt":0.39978352740550993,"score_spread":0.24513612906636195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389020130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954786,0.00022982224,0.00007823855,0.0011434339,0.00036304514,0.0015261059,0.00006613941,0.000016743492,0.0010979122],"genre_scores_gemma":[0.99944127,0.000016487571,0.0001453821,0.000032644843,0.00018465504,0.00006727616,0.0000040683603,0.00003854321,0.0000697026],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9949851,0.0013764361,0.00060952874,0.00033393333,0.002166121,0.00052886584],"domain_scores_gemma":[0.99643296,0.00023850019,0.0007551525,0.0012700149,0.0009707252,0.0003326421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049185543,0.00027879057,0.000533477,0.00029923423,0.0006139806,0.00014108163,0.0006842866,0.000109166,0.0002209171],"category_scores_gemma":[0.0009751495,0.0001944062,0.00025717195,0.0001697201,0.00060605106,0.00042253442,0.00027552928,0.000675633,0.000020932162],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016286242,0.0005418384,0.010913115,0.000076818746,0.00021956174,0.00007383422,0.0017389441,0.00024516854,0.88086873,0.000089436326,0.000017941591,0.103585996],"study_design_scores_gemma":[0.0040447786,0.002509399,0.5827195,0.00027353954,0.00055265217,0.00020608456,0.0021748012,0.003905467,0.4028105,0.0005633636,0.000037573518,0.00020228872],"about_ca_topic_score_codex":0.0001662167,"about_ca_topic_score_gemma":0.000046929974,"teacher_disagreement_score":0.57180643,"about_ca_system_score_codex":0.0005011906,"about_ca_system_score_gemma":0.00065405155,"threshold_uncertainty_score":0.79276544},"labels":[],"label_agreement":null},{"id":"W4389024690","doi":"10.1096/fasebj.30.1_supplement.1286.9","title":"Atrial Arrhythmia and Autonomics in an Intermittent Hypoxia Rat Model of Obstructive Sleep Apnea","year":2016,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Atrial fibrillation; Internal medicine; Effective refractory period; Carbachol; Electrophysiology; Intermittent hypoxia; Anesthesia; Cardiology; Hypoxia (environmental); Intracardiac injection; Atropine; Stimulation; Apnea; Atrium (architecture); Endocrinology; Chemistry","score_opus":0.029438498967016186,"score_gpt":0.2855430861981036,"score_spread":0.2561045872310874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389024690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99399906,0.00011540408,0.003852914,0.0012958533,0.00028827888,0.0002722469,0.00001762885,0.00000906456,0.00014954044],"genre_scores_gemma":[0.99764484,0.000042128755,0.0015747882,0.000034766774,0.00059377187,0.000003061449,9.949501e-7,0.000024105542,0.00008155968],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985284,0.00017302895,0.0004342509,0.00020319382,0.0003311668,0.00032994495],"domain_scores_gemma":[0.9989177,0.00017061892,0.00019206124,0.00030514135,0.00017941179,0.00023504639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006823899,0.00015419809,0.00033300515,0.00021764408,0.00008481743,0.000030369449,0.00020075556,0.00008013693,0.000064532636],"category_scores_gemma":[0.00021592632,0.00008241127,0.00013211613,0.0001075942,0.00038880453,0.00026108132,0.00012569013,0.0004699262,0.000007306594],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026485634,0.00004981959,0.02867994,0.000017631513,0.00015011101,0.00009857283,0.0013074968,0.0005475968,0.6574646,0.00066960667,0.000008340275,0.3083577],"study_design_scores_gemma":[0.036622647,0.0029448566,0.20316833,0.0004632652,0.0005624922,0.006185993,0.0046492033,0.36676404,0.35638466,0.02133277,0.000074011834,0.00084770384],"about_ca_topic_score_codex":0.000006978086,"about_ca_topic_score_gemma":0.00001169822,"teacher_disagreement_score":0.36621645,"about_ca_system_score_codex":0.000266882,"about_ca_system_score_gemma":0.000099071105,"threshold_uncertainty_score":0.3360634},"labels":[],"label_agreement":null},{"id":"W4389237824","doi":"10.1111/ocr.12736","title":"Craniofacial features of adult obese obstructive sleep apnoea patients in relation to the obesity onset – A pilot study","year":2023,"lang":"en","type":"article","venue":"Orthodontics and Craniofacial Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Craniofacial; Hyoid bone; Obesity; Craniofacial abnormality; Mandible (arthropod mouthpart); Airway; Dentistry; Obstructive sleep apnea; Orthodontics; Internal medicine; Surgery","score_opus":0.054005932817271965,"score_gpt":0.36430366839090367,"score_spread":0.3102977355736317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389237824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99426484,0.000014184461,0.000049684615,0.0009273459,0.00021363128,0.0033691688,0.00010656993,0.000038296716,0.0010162771],"genre_scores_gemma":[0.9991055,0.00006115573,0.00018663646,0.00003670492,0.0001239374,0.00014715928,0.000037356964,0.000043951277,0.0002575936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99470574,0.0009335941,0.0005134655,0.0006479235,0.0023510188,0.0008482748],"domain_scores_gemma":[0.9966714,0.00064969057,0.00007891397,0.0005674428,0.001695623,0.00033694485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002774054,0.00024421632,0.00050338934,0.0009203529,0.00047022317,0.00008601151,0.0003401663,0.00012962305,0.000056465306],"category_scores_gemma":[0.005484318,0.00018783756,0.00007978978,0.0030223937,0.0003800981,0.00013621194,0.0005472754,0.001155622,0.0000694805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002087226,0.0012488468,0.9782511,0.00008997596,0.000086023516,0.000067117006,0.0046674795,0.0000123116615,0.00068764796,0.00093743496,0.00021167223,0.011653194],"study_design_scores_gemma":[0.0029559087,0.003383575,0.9869674,0.000053792075,0.000034606033,0.0000046138357,0.005579298,0.00024836097,0.0001182549,0.00041202945,0.00008293619,0.00015921742],"about_ca_topic_score_codex":0.0023614988,"about_ca_topic_score_gemma":0.0029537808,"teacher_disagreement_score":0.011493977,"about_ca_system_score_codex":0.0001982931,"about_ca_system_score_gemma":0.00012868668,"threshold_uncertainty_score":0.76597935},"labels":[],"label_agreement":null},{"id":"W4389286829","doi":"10.1016/j.identj.2023.10.020","title":"Dental Sleep Medicine Education Amongst Accredited Orthodontic Programmes in Thailand","year":2023,"lang":"en","type":"article","venue":"International Dental Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mahidol University; Faculty of Dentistry, McGill University","keywords":"Accreditation; Medical education; Curriculum; Descriptive statistics; Medicine; Thematic analysis; Resource (disambiguation); Family medicine; Psychology; Qualitative research; Computer science","score_opus":0.02450132576614894,"score_gpt":0.3627306850368409,"score_spread":0.338229359270692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389286829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891118,0.00017708815,0.000103490325,0.0029181135,0.0032862888,0.00034965924,0.000008667747,0.00006229192,0.0039826124],"genre_scores_gemma":[0.9958445,0.000103366794,0.000293145,0.00018132744,0.0018046431,0.000034638335,0.00022895538,0.00003054389,0.0014789045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754906,0.000081458435,0.0004900038,0.00025244855,0.001268599,0.00035845174],"domain_scores_gemma":[0.9990238,0.00010059002,0.00014727518,0.00012791337,0.00032816044,0.00027229276],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057326804,0.00016306996,0.00023328386,0.0011806272,0.000084778396,0.0000968658,0.0003044027,0.00008264085,0.0009916448],"category_scores_gemma":[0.0005070267,0.00013417237,0.000112182985,0.000696628,0.00016623893,0.0003357743,0.00012351396,0.0006021497,0.0002842466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002852767,0.00028218512,0.9211845,0.000018024733,0.00014786051,0.00076115783,0.00024824167,0.0000076045235,0.004982114,0.0001592131,0.0023717494,0.0695521],"study_design_scores_gemma":[0.0030049614,0.000218405,0.98368645,0.0002435579,0.000035543486,0.0042508882,0.0028952914,0.002064538,0.00057677185,0.00034213945,0.0025578716,0.00012359393],"about_ca_topic_score_codex":0.00012720075,"about_ca_topic_score_gemma":0.00024160353,"teacher_disagreement_score":0.06942851,"about_ca_system_score_codex":0.00055861723,"about_ca_system_score_gemma":0.00010756215,"threshold_uncertainty_score":0.99992156},"labels":[],"label_agreement":null},{"id":"W4389317559","doi":"10.2139/ssrn.4647917","title":"Mandibular Jaw Movement Automated Analysis for Oral Appliance Monitoring in Obstructive Sleep Apnea: A Prospective Cohort Study","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Obstructive sleep apnea; Medicine; Oral appliance; Prospective cohort study; Sleep apnea; Dentistry; Sleep (system call); Cohort; Apnea; Orthodontics; Anesthesia; Internal medicine; Computer science","score_opus":0.025621383877214174,"score_gpt":0.3440254011452725,"score_spread":0.31840401726805834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389317559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9660569,0.00088238553,0.02184274,0.00023347995,0.0007759056,0.009677729,0.000058065732,0.0003898959,0.000082897626],"genre_scores_gemma":[0.99449074,0.00035389213,0.0010703775,0.000009500093,0.0005265208,0.0026861299,0.00009401433,0.00018995392,0.0005788933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9908038,0.00033514146,0.001254557,0.0016197937,0.001753988,0.004232758],"domain_scores_gemma":[0.9969322,0.0001658641,0.0006984072,0.00091694493,0.0009824736,0.00030410284],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004970937,0.0007905049,0.0019852149,0.0020261197,0.0003251947,0.00018370542,0.0007161787,0.0004389878,0.000021706828],"category_scores_gemma":[0.00037548933,0.00075647654,0.0007732579,0.0022813699,0.0001386129,0.00016309186,0.00067716575,0.007746522,0.00002654094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011621049,0.00090161717,0.9613064,0.00013584083,0.026185155,0.00017636272,0.0007327531,0.005868847,0.00019855438,0.00061270763,0.0000036978756,0.0027159515],"study_design_scores_gemma":[0.0055225766,0.0013008171,0.9151266,0.00010741618,0.0038856643,0.00005021905,0.008872173,0.030097974,0.00034877594,0.034097005,0.000003848073,0.0005869321],"about_ca_topic_score_codex":0.0010524328,"about_ca_topic_score_gemma":0.002653214,"teacher_disagreement_score":0.04617981,"about_ca_system_score_codex":0.014447577,"about_ca_system_score_gemma":0.0016113725,"threshold_uncertainty_score":0.99948865},"labels":[],"label_agreement":null},{"id":"W4389401410","doi":"10.46292/sci23-1969163s","title":"Poster (Knowledge Generation) ID 1969163","year":2023,"lang":"en","type":"article","venue":"Topics in Spinal Cord Injury Rehabilitation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre; Sunnybrook Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Craig H. Neilsen Foundation","keywords":"Medicine; Epworth Sleepiness Scale; Continuous positive airway pressure; Physical therapy; Obstructive sleep apnea; Anxiety; Positive airway pressure; Apnea–hypopnea index; Depression (economics); Quality of life (healthcare); Excessive daytime sleepiness; Apnea; Cognition; Internal medicine; Sleep disorder; Polysomnography; Psychiatry","score_opus":0.0589611439400343,"score_gpt":0.4077504234044684,"score_spread":0.34878927946443405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389401410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899673,0.00006429821,0.000062267325,0.004030353,0.00053406094,0.0006431464,0.0000075709117,0.00009626348,0.004594749],"genre_scores_gemma":[0.9957445,0.000007854785,0.0018871736,0.00011406642,0.00055082975,0.0001088441,0.000080667385,0.000022178589,0.0014838871],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998561,0.00013252854,0.0003581853,0.00033573358,0.00032926555,0.00028329124],"domain_scores_gemma":[0.9991504,0.00010659509,0.000042907264,0.00033944097,0.0002723162,0.000088348155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055092294,0.00012480517,0.00020114165,0.00047677482,0.000067746805,0.000023845821,0.00009496652,0.000102319966,0.00017821207],"category_scores_gemma":[0.0008596899,0.0001226516,0.000067942674,0.0009251318,0.00012270616,0.00016407047,0.00007790225,0.00028069792,0.0006379752],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033286442,0.00031844823,0.17670605,0.0005339668,0.000030496481,0.00003460982,0.00082232227,0.000003980417,0.04316972,0.01157371,0.0027000974,0.76077795],"study_design_scores_gemma":[0.0011020584,0.009048938,0.96821326,0.000063598294,0.000019963018,0.000009331028,0.00033496323,0.0015784566,0.0028979557,0.0022653204,0.0142645575,0.0002016172],"about_ca_topic_score_codex":0.00002521652,"about_ca_topic_score_gemma":0.000047097634,"teacher_disagreement_score":0.7915072,"about_ca_system_score_codex":0.00030272332,"about_ca_system_score_gemma":0.000065446395,"threshold_uncertainty_score":0.8200093},"labels":[],"label_agreement":null},{"id":"W4389441648","doi":"10.1016/j.chest.2023.07.018","title":"CPAP Treatment of OSA and Outcomes in Patients With Melanoma","year":2023,"lang":"en","type":"editorial","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Sleep apnea; Melanoma; Intermittent hypoxia; Cancer; Hypoxia (environmental); Obstructive sleep apnea; Scopus; Lung cancer; Internal medicine; Metastasis; Apnea; Oncology; MEDLINE; Cancer research","score_opus":0.014568775777413646,"score_gpt":0.3024730136594487,"score_spread":0.287904237882035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389441648","genre_codex":"empirical","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6909891,0.00017891552,0.0000022565346,0.00012956173,0.30804265,0.00039138776,0.000099169854,0.0000115338535,0.00015544369],"genre_scores_gemma":[0.20147178,0.001066171,0.001188364,0.00000789822,0.79287547,0.00005831403,0.00047482873,0.00031402463,0.002543176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979812,0.000056490222,0.00036952103,0.00022957782,0.0010542384,0.0003089878],"domain_scores_gemma":[0.9984876,0.0005016551,0.00022693638,0.00020610193,0.00036147507,0.00021625035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018993518,0.00024273248,0.00077228,0.00040089068,0.000040353407,0.000027880707,0.00009172214,0.00028945072,0.00004447815],"category_scores_gemma":[0.00063899567,0.0001508627,0.000090377536,0.00016502413,0.00012820253,0.00005366602,0.000040709598,0.00065661065,0.00001107359],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000907267,0.0005602203,0.9629434,0.00024396673,0.00061605044,0.00036330096,0.00031132394,2.6786904e-7,0.000011555655,0.0000010132364,0.023001065,0.01104062],"study_design_scores_gemma":[0.012937034,0.003988431,0.9337413,0.00025994706,0.00020382808,0.00001056231,0.000100229736,0.0000017299386,0.000091254675,0.000016306481,0.0484985,0.00015091903],"about_ca_topic_score_codex":0.000042410495,"about_ca_topic_score_gemma":0.000034336805,"teacher_disagreement_score":0.48951733,"about_ca_system_score_codex":0.00051664433,"about_ca_system_score_gemma":0.00022938276,"threshold_uncertainty_score":0.6152003},"labels":[],"label_agreement":null},{"id":"W4389445657","doi":"10.1212/wnl.96.15_supplement.4767","title":"Strengthening Oropharyngeal Muscles as a Novel Approach to Treat Obstructive Sleep Apnea after Stroke: A Randomized Feasibility Study (4767)","year":2021,"lang":"en","type":"article","venue":"Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Obstructive sleep apnea; Medicine; Stroke (engine); Sleep apnea; Apnea; Randomized controlled trial; Cardiology; Internal medicine","score_opus":0.02649912196278025,"score_gpt":0.3036810469642729,"score_spread":0.27718192500149264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389445657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867174,0.00013109302,0.0013774583,0.00090420083,0.00032794455,0.003703011,0.00006879266,0.0001265958,0.00664352],"genre_scores_gemma":[0.99478275,0.0000028537183,0.0027183702,0.000994029,0.0002734632,0.0008542405,0.00003168267,0.0000851253,0.00025747714],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99468434,0.0013490407,0.000692416,0.0015849099,0.0008133092,0.00087596325],"domain_scores_gemma":[0.9967759,0.00096315943,0.00012664014,0.0010992747,0.00051707006,0.00051795575],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00071489625,0.00047499235,0.0016048133,0.0003417436,0.0001386978,0.00005562642,0.00027810177,0.00024666297,0.0004598648],"category_scores_gemma":[0.0022966089,0.00040536458,0.0003875328,0.00060820236,0.0004279752,0.00012744541,0.0005285419,0.0010458031,0.00009102705],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.71729535,0.013466013,0.15254547,0.00025115735,0.0018960286,0.0040212516,0.010373793,0.00016959764,0.06832266,0.00056264264,0.000023969045,0.031072078],"study_design_scores_gemma":[0.47277772,0.008496871,0.49769574,0.000013456527,0.001659437,0.0020921708,0.0029079816,0.0061083706,0.006816032,0.0003430343,0.00020908478,0.00088009663],"about_ca_topic_score_codex":0.00021565662,"about_ca_topic_score_gemma":0.00007087847,"teacher_disagreement_score":0.3451503,"about_ca_system_score_codex":0.00012930387,"about_ca_system_score_gemma":0.00012776421,"threshold_uncertainty_score":0.99983984},"labels":[],"label_agreement":null},{"id":"W4389449528","doi":"10.1212/wnl.96.15_supplement.2178","title":"Sex Differences in Obstructive Sleep Apnea after Stroke or TIA (2178)","year":2021,"lang":"en","type":"article","venue":"Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Obstructive sleep apnea; Medicine; Stroke (engine); Sleep apnea; Internal medicine; Apnea; Cardiology","score_opus":0.022720384438662502,"score_gpt":0.2857382117092818,"score_spread":0.26301782727061934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389449528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932712,0.00016535085,0.00008575626,0.0025912076,0.00041073863,0.00026166174,0.000025132607,0.00004082915,0.003148139],"genre_scores_gemma":[0.9969747,0.000014840432,0.00027410017,0.0014313019,0.00017857105,0.00007714664,0.0000106647485,0.000030657022,0.0010080148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979092,0.00031395175,0.00027309376,0.0006157853,0.0003314036,0.0005565608],"domain_scores_gemma":[0.9988767,0.00034035946,0.00004571904,0.00043070075,0.00014115029,0.0001653867],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010017569,0.00019460896,0.00047744717,0.00021254328,0.00003693547,0.000018134873,0.0001403218,0.00021766414,0.0023652613],"category_scores_gemma":[0.00037915763,0.00015675664,0.00007926646,0.00035287288,0.00027061632,0.00007168557,0.00020913704,0.0007848976,0.00013756608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003423018,0.0002314805,0.953088,0.000047927708,0.00011538514,0.007941891,0.00043209144,0.0000016702032,0.010206126,0.00016309958,0.000021696145,0.024327632],"study_design_scores_gemma":[0.0020829001,0.0010789578,0.9882232,0.000004647934,0.000039455153,0.0006914884,0.00012999182,0.0008498505,0.0054988596,0.00023845823,0.001022991,0.00013919646],"about_ca_topic_score_codex":0.000053949905,"about_ca_topic_score_gemma":0.0003666583,"teacher_disagreement_score":0.03513522,"about_ca_system_score_codex":0.00004151501,"about_ca_system_score_gemma":0.00007813775,"threshold_uncertainty_score":0.9985467},"labels":[],"label_agreement":null},{"id":"W4389449531","doi":"10.1212/wnl.96.15_supplement.2179","title":"Supine Sleep, Sleep Apnea and Sleep Architecture: A Cross-sectional Study in Adults (2179)","year":2021,"lang":"en","type":"article","venue":"Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Sleep (system call); Sleep apnea; Medicine; Sleep architecture; Supine position; Cross-sectional study; Apnea; Gerontology; Audiology; Pediatrics; Anesthesia; Polysomnography; Pathology","score_opus":0.01662043786575531,"score_gpt":0.3071398238145034,"score_spread":0.2905193859487481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389449531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948195,0.000366835,0.00018050104,0.0023472137,0.00052178145,0.00080943207,0.000018861141,0.00006683972,0.0008690001],"genre_scores_gemma":[0.99802244,0.000009118278,0.00018471891,0.0011942737,0.0003387781,0.000094799965,0.00004050883,0.00005035357,0.00006503457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968338,0.00045340168,0.00048568833,0.0010217783,0.00054109795,0.00066424813],"domain_scores_gemma":[0.9985044,0.00035274331,0.0000702001,0.0005477756,0.00026663547,0.00025823768],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036471174,0.0002698415,0.000493148,0.00039303442,0.00011159824,0.00004300551,0.00016560641,0.0002456366,0.00064199755],"category_scores_gemma":[0.00068544515,0.000260058,0.00008877159,0.0006059791,0.00034567827,0.000073489144,0.00036197662,0.0012911415,0.000065631524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037715184,0.000873117,0.9748474,0.00007295882,0.00012846493,0.0031510857,0.00040858632,0.00012146915,0.002801236,0.00009847551,0.0000073007554,0.013718414],"study_design_scores_gemma":[0.008005227,0.0030161052,0.98216474,0.0000038184207,0.0000326411,0.0018355453,0.00003895413,0.0035421152,0.0004544757,0.00020341299,0.00053860317,0.00016436174],"about_ca_topic_score_codex":0.00020307196,"about_ca_topic_score_gemma":0.0009706069,"teacher_disagreement_score":0.013554052,"about_ca_system_score_codex":0.000047868856,"about_ca_system_score_gemma":0.000045824614,"threshold_uncertainty_score":0.99998516},"labels":[],"label_agreement":null},{"id":"W4389450316","doi":"10.1212/wnl.94.15_supplement.269","title":"Feasibility of a Home Sleep Apnea Test in a Cognitively Impaired Population (269)","year":2020,"lang":"en","type":"article","venue":"Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Sleep apnea; Audiology; Medicine; Sleep (system call); Population; Apnea; Test (biology); Psychology; Pediatrics; Physical medicine and rehabilitation; Psychiatry; Internal medicine; Biology; Environmental health","score_opus":0.04670970086693167,"score_gpt":0.31727458874862247,"score_spread":0.2705648878816908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389450316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919781,0.000024104858,0.000069800524,0.0068772966,0.000051368686,0.00062455144,0.000028561102,0.000040393392,0.0003058258],"genre_scores_gemma":[0.9984898,0.0000012012777,0.00008267399,0.0012807908,0.00008164069,0.000016868602,0.000026097028,0.000018654753,0.0000022649904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866945,0.00014269905,0.00030869746,0.00037799732,0.00022952812,0.00027163228],"domain_scores_gemma":[0.9991216,0.00033156972,0.00007976272,0.00018365396,0.00013446355,0.00014896903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016234803,0.0001103185,0.0003664695,0.00013939646,0.000017227443,0.0000030467315,0.00008970264,0.00012350913,0.00012878366],"category_scores_gemma":[0.0015298134,0.00010691653,0.00006506134,0.00044955948,0.00014887225,0.00005273369,0.00008572251,0.00038772787,0.0000327106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023422085,0.00024978037,0.9628363,0.000079359255,0.000013377958,0.00014271258,0.00021330194,0.0000048686957,0.028778588,0.00003369505,0.0000070117185,0.005298752],"study_design_scores_gemma":[0.0030627546,0.0028570513,0.985192,0.000002929336,0.00002141412,0.00004313101,0.000017676814,0.0075216116,0.0010185649,0.00018286982,0.000017486727,0.000062502106],"about_ca_topic_score_codex":0.00017349773,"about_ca_topic_score_gemma":0.000047848018,"teacher_disagreement_score":0.027760023,"about_ca_system_score_codex":0.000028920176,"about_ca_system_score_gemma":0.000023500183,"threshold_uncertainty_score":0.43599296},"labels":[],"label_agreement":null},{"id":"W4389460548","doi":"10.1212/wnl.96.15_supplement.5065","title":"Frequency and predictors of obstructive sleep apnea in a cognitively impaired clinic population (5065)","year":2021,"lang":"en","type":"article","venue":"Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Sleep apnea; Population; Audiology; Apnea; Physical therapy; Anesthesia","score_opus":0.02172896639298791,"score_gpt":0.3006697002408185,"score_spread":0.2789407338478306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389460548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99732625,0.00018475165,0.000031843974,0.0008015882,0.00023714353,0.0003422781,0.000026728865,0.000023987328,0.0010254299],"genre_scores_gemma":[0.9992775,0.000017830158,0.00026430897,0.00024700552,0.000090080284,0.000020109283,0.00004666817,0.000021612346,0.000014931999],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983552,0.000323683,0.00038839225,0.00042376146,0.0002228579,0.0002861126],"domain_scores_gemma":[0.99899125,0.00033850325,0.000110189096,0.00020812637,0.00024215443,0.00010976368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017092716,0.00012788844,0.00040086402,0.00023098597,0.00002672946,0.0000043516134,0.000055257908,0.00019162505,0.00019711322],"category_scores_gemma":[0.00085293746,0.00012913758,0.00005937948,0.00038107706,0.00024518903,0.00008018143,0.00009237519,0.0004317784,0.00000988201],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006032425,0.00013188434,0.9743653,0.00005663404,0.0000667572,0.00037385052,0.00024097128,9.967417e-7,0.015794398,0.00014741681,0.000002994501,0.008215531],"study_design_scores_gemma":[0.0024466724,0.0010321172,0.9921652,0.000009992627,0.000053156884,0.0002607744,0.00007386464,0.00037092064,0.0022747219,0.0012282926,0.000012535634,0.000071725735],"about_ca_topic_score_codex":0.0001910041,"about_ca_topic_score_gemma":0.00012410972,"teacher_disagreement_score":0.017799903,"about_ca_system_score_codex":0.00002940289,"about_ca_system_score_gemma":0.000047485704,"threshold_uncertainty_score":0.52660775},"labels":[],"label_agreement":null},{"id":"W4389570355","doi":"10.1002/lary.31216","title":"Current Pediatric Tertiary Care Practices Following Adenotonsillectomy: An Update","year":2023,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Otorhinolaryngology; Polysomnography; Tonsillectomy; Obstructive sleep apnea; Perioperative; Tertiary care; Pediatrics; Clinical Practice; Sleep medicine; Ambulatory; Family medicine; Apnea; Sleep disorder; Surgery; Insomnia; Anesthesia; Psychiatry","score_opus":0.03429801818785858,"score_gpt":0.3729552767084485,"score_spread":0.3386572585205899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389570355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877845,0.006248442,0.000014214802,0.003007634,0.00067615055,0.0008722773,0.00001438076,0.00035989116,0.0010225095],"genre_scores_gemma":[0.9977376,0.00056205766,0.00014752841,0.00027615193,0.00082508876,0.00009505722,0.00013088976,0.00006526282,0.00016037514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977211,0.00029143775,0.00024013729,0.00043389344,0.0007165469,0.00059691444],"domain_scores_gemma":[0.9985513,0.0002227263,0.00014879263,0.0007133282,0.00013454971,0.00022930175],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058931136,0.00020525517,0.00026196463,0.00029342624,0.00033705213,0.000084695384,0.00038220175,0.000072398965,0.00020072276],"category_scores_gemma":[0.0005539303,0.00013794359,0.0001462132,0.0012297966,0.000067674635,0.00037668296,0.0002987327,0.00063526427,0.0015795325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029665738,0.00027595865,0.9157727,0.00061834726,0.00033085258,0.0007379975,0.0055249506,0.000012167299,0.007981242,0.00015812731,0.0056799944,0.06261105],"study_design_scores_gemma":[0.0029899296,0.00042174855,0.94544697,0.00009519148,0.00092491397,0.00007042133,0.0034585695,0.0014772018,0.0048475624,0.00020115335,0.039565206,0.0005011431],"about_ca_topic_score_codex":0.000075136624,"about_ca_topic_score_gemma":0.000026725187,"teacher_disagreement_score":0.06210991,"about_ca_system_score_codex":0.00010816927,"about_ca_system_score_gemma":0.00015272723,"threshold_uncertainty_score":0.99919784},"labels":[],"label_agreement":null},{"id":"W4389673571","doi":"10.1186/s43168-023-00247-w","title":"Impact of obstructive sleep apnea on cognition, mood, and fatigue: an MRI-based study","year":2023,"lang":"en","type":"article","venue":"Egyptian Journal of Bronchology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Neurocognitive; Internal medicine; Depression (economics); Obstructive sleep apnea; Beck Depression Inventory; Cognition; Neuropsychology; Cardiology; Hyperintensity; Mood; Physical therapy; Magnetic resonance imaging; Dementia; Disease; Psychiatry; Anxiety; Radiology","score_opus":0.04282133525448863,"score_gpt":0.37712813242508164,"score_spread":0.33430679717059303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389673571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978537,0.000050992214,0.0005018333,0.00039640904,0.00020638034,0.00046857898,0.00003022232,0.000022502965,0.00046939816],"genre_scores_gemma":[0.99914676,0.0000051335924,0.0005172663,0.00004944309,0.00020448292,0.0000063850616,0.000015842443,0.000038009995,0.000016699538],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771494,0.00042951098,0.0006119351,0.0002915146,0.00056924194,0.00038284523],"domain_scores_gemma":[0.99780065,0.00030034932,0.0004150148,0.00032745957,0.00076071697,0.00039579486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000713545,0.0002096732,0.0006413874,0.00091629085,0.00007552595,0.00001655205,0.00018724064,0.00012683086,0.00032769344],"category_scores_gemma":[0.0005245425,0.00016606103,0.00018564831,0.0006467054,0.00031911163,0.00017134879,0.000046890364,0.00065339846,0.000023726849],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005670407,0.0023176821,0.9064579,0.00007245713,0.0017259031,0.0015576741,0.0033977993,0.0010372241,0.024856646,0.00006554152,0.00021808052,0.052622687],"study_design_scores_gemma":[0.00853799,0.020848053,0.9646176,0.000039909904,0.0002047315,0.00044754628,0.002677816,0.0006441384,0.001628549,0.0002207336,0.000008300921,0.00012460879],"about_ca_topic_score_codex":0.000015415466,"about_ca_topic_score_gemma":0.0000075827566,"teacher_disagreement_score":0.058159724,"about_ca_system_score_codex":0.0001333646,"about_ca_system_score_gemma":0.00013359476,"threshold_uncertainty_score":0.6771772},"labels":[],"label_agreement":null},{"id":"W4389705448","doi":"10.15326/jcopdf.2023.0438","title":"Assessment of Obstructive Sleep Apnea Among Patients With Chronic Obstructive Pulmonary Disease in Primary Care","year":2023,"lang":"en","type":"article","venue":"Chronic Obstructive Pulmonary Diseases Journal of the COPD Foundation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; University of Washington; U.S. Department of Veterans Affairs; American Thoracic Society; Health Services Research and Development","keywords":"Medicine; Obstructive sleep apnea; COPD; Odds ratio; Internal medicine; Confidence interval; Referral; Physical therapy; Body mass index; Sleep apnea; Emergency medicine; Intensive care medicine; Family medicine","score_opus":0.009414205210936796,"score_gpt":0.2708635376976202,"score_spread":0.26144933248668345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389705448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921575,0.0023765895,0.00021819504,0.00015627626,0.0012513762,0.0024493916,0.00040427415,0.00006176183,0.0009246296],"genre_scores_gemma":[0.9978649,0.000117781194,0.00028059914,0.000019720621,0.00056684006,0.0001360734,0.00079519115,0.00014376304,0.00007514643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934736,0.000605796,0.0014724928,0.00089744676,0.0025854444,0.00096523226],"domain_scores_gemma":[0.9937184,0.00040583743,0.001800656,0.0010964348,0.002306652,0.0006720343],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033259083,0.00072288106,0.0011935179,0.0011282705,0.00039587382,0.00007597311,0.00092000695,0.0002033971,0.00017545419],"category_scores_gemma":[0.00037555583,0.00054545846,0.00067321875,0.0024351676,0.0016598256,0.0015892825,0.00057359255,0.0012475826,0.000015282105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021803959,0.0006726476,0.91598415,0.0017049429,0.0005569124,0.00041302692,0.00030389795,0.0050416235,0.00084927835,0.00017734058,0.000005939986,0.07210982],"study_design_scores_gemma":[0.004207535,0.00061987335,0.9845543,0.000977751,0.0008905261,0.00007321909,0.0012433848,0.005508362,0.00023444025,0.0011253811,0.000067528,0.00049768103],"about_ca_topic_score_codex":0.000047862635,"about_ca_topic_score_gemma":0.000020611584,"teacher_disagreement_score":0.071612135,"about_ca_system_score_codex":0.009954443,"about_ca_system_score_gemma":0.0022803203,"threshold_uncertainty_score":0.9996997},"labels":[],"label_agreement":null},{"id":"W4389775221","doi":"10.1016/j.bja.2023.11.025","title":"Measuring immediate surgical success in children undergoing adenotonsillectomy","year":2023,"lang":"en","type":"editorial","venue":"British Journal of Anaesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Adenoidectomy; Tonsillectomy; Sleep disordered breathing; Breathing; Obstructive sleep apnea; Anesthesia","score_opus":0.01626436925845072,"score_gpt":0.28052930231197454,"score_spread":0.26426493305352383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389775221","genre_codex":"empirical","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62612116,0.012015359,0.000009320592,0.00036858208,0.360316,0.00068985485,0.000059683647,0.00007514804,0.00034487047],"genre_scores_gemma":[0.19165593,0.024155088,0.00028511923,0.000015343167,0.7830515,0.000019646983,0.00015071708,0.00037532186,0.00029135117],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9938138,0.0004174842,0.001326613,0.0005032272,0.0030605663,0.000878275],"domain_scores_gemma":[0.9964203,0.0010848097,0.00068837235,0.0002888978,0.0009944747,0.00052312104],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0022236702,0.00039089186,0.0014903266,0.0012236048,0.00012193777,0.00024303295,0.00064920983,0.0008771922,0.00007808612],"category_scores_gemma":[0.004853176,0.00044295116,0.0005290399,0.000988429,0.000203781,0.00028316703,0.00015283278,0.0042754593,0.000052515083],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001207181,0.0005201681,0.119918756,0.0005903102,0.0013350002,0.14073378,0.00010231493,0.000044134857,0.00002833521,0.000006911859,0.6555549,0.07995821],"study_design_scores_gemma":[0.03933167,0.0032061113,0.6944776,0.018338826,0.0011849467,0.053909037,0.00026613832,0.00007628999,0.00029014304,0.00027752886,0.18646327,0.0021784022],"about_ca_topic_score_codex":0.0008659122,"about_ca_topic_score_gemma":0.00049304764,"teacher_disagreement_score":0.5745589,"about_ca_system_score_codex":0.00082389213,"about_ca_system_score_gemma":0.0013783259,"threshold_uncertainty_score":0.99980223},"labels":[],"label_agreement":null},{"id":"W4389870627","doi":"10.1016/j.intimp.2023.111350","title":"TDP43/HDAC6/Prdx1 signaling pathway participated in the cognitive impairment of obstructive sleep apnea via regulating inflammation and oxidative stress","year":2023,"lang":"en","type":"article","venue":"International Immunopharmacology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Key Clinical Specialty Discipline Construction Program of China; Natural Science Foundation of Hunan Province; National Natural Science Foundation of China","keywords":"Oxidative stress; Obstructive sleep apnea; Medicine; Neuroinflammation; Inflammation; Internal medicine; Polysomnography; HDAC6; Montreal Cognitive Assessment; Sleep apnea; Endocrinology; Immunology; Gastroenterology; Histone deacetylase; Cognitive impairment; Apnea; Histone; Biology; Biochemistry; Disease","score_opus":0.029421214942431752,"score_gpt":0.34829674135552796,"score_spread":0.3188755264130962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389870627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99700576,0.00008508848,0.0002246079,0.00092919095,0.0003399838,0.0009185117,0.00007093287,0.000040545703,0.00038536682],"genre_scores_gemma":[0.9991669,0.000014332492,0.00011757871,0.00007035657,0.00013445383,0.00024582335,0.00019460912,0.000020963766,0.0000349754],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99785966,0.00039263006,0.0005625121,0.0003148656,0.00052814255,0.00034219722],"domain_scores_gemma":[0.99787706,0.0011016817,0.00026707788,0.00011913778,0.0005776158,0.000057411686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007379977,0.00017853375,0.0002906226,0.00046953454,0.000087532506,0.000023272827,0.00020856736,0.000097105156,0.00023741132],"category_scores_gemma":[0.00039365995,0.00014686259,0.00006672208,0.0005810662,0.0003265669,0.00020044611,0.0001913904,0.00040163184,0.000027359518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014789199,0.00020645,0.034159176,0.000069235975,0.0007367037,0.00016441947,0.008502695,0.000573541,0.92399335,0.00032902005,0.0000054775305,0.029781042],"study_design_scores_gemma":[0.0049429666,0.0004248372,0.28086323,0.000110902816,0.00010401269,0.00005759118,0.0076555195,0.055987038,0.6490615,0.0006188057,0.000020374195,0.00015322848],"about_ca_topic_score_codex":0.00010863212,"about_ca_topic_score_gemma":0.000013116545,"teacher_disagreement_score":0.27493182,"about_ca_system_score_codex":0.0001756686,"about_ca_system_score_gemma":0.00004193159,"threshold_uncertainty_score":0.5988882},"labels":[],"label_agreement":null},{"id":"W4390065682","doi":"10.1016/s2213-2600(23)00374-0","title":"Adaptive servo-ventilation for sleep-disordered breathing in patients with heart failure with reduced ejection fraction (ADVENT-HF): a multicentre, multinational, parallel-group, open-label, phase 3 randomised controlled trial","year":2023,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; McGill University Health Centre; Toronto General Hospital; Toronto Rehabilitation Institute; University Health Network","funders":"Canadian Institutes of Health Research; University Health Network","keywords":"Ejection fraction; Heart failure; Medicine; Epworth Sleepiness Scale; Randomized controlled trial; Cardiology; Clinical endpoint; Polysomnography; Internal medicine; Breathing; Physical therapy; Anesthesia; Apnea","score_opus":0.06380344579498173,"score_gpt":0.3670933002058737,"score_spread":0.30328985441089196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390065682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96909624,0.00007135988,0.0027813655,0.0031614646,0.00024770206,0.024301346,0.000026846063,0.00014031258,0.00017338696],"genre_scores_gemma":[0.99258447,0.00000723176,0.0017360575,0.00048986555,0.000917537,0.0036815582,0.00042178706,0.00007626025,0.00008524729],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99627143,0.0006610059,0.0007453522,0.0006333556,0.0010929405,0.00059592817],"domain_scores_gemma":[0.99700767,0.0010687445,0.00049947936,0.0005228661,0.0007332941,0.00016794607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025334884,0.00036006133,0.001275696,0.00045214425,0.00035163268,0.000051986965,0.00026705468,0.00014671046,0.000092574606],"category_scores_gemma":[0.0014306023,0.00021112643,0.000074755706,0.0010676128,0.0002101559,0.00046240457,0.00006888611,0.00057041465,0.000015496775],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9820049,0.0016558341,0.008041801,0.00010037254,0.00039749139,0.000012737332,0.00044509373,0.00036624918,0.0038237285,0.000054744287,0.001036102,0.0020609358],"study_design_scores_gemma":[0.93533385,0.008751336,0.030675339,0.00037242714,0.00033775857,0.0000029123296,0.0010181259,0.021793539,0.00022056201,0.00004165968,0.0012258047,0.00022670541],"about_ca_topic_score_codex":0.00008399193,"about_ca_topic_score_gemma":0.00016310204,"teacher_disagreement_score":0.046671078,"about_ca_system_score_codex":0.00035254817,"about_ca_system_score_gemma":0.0001156263,"threshold_uncertainty_score":0.8609486},"labels":[],"label_agreement":null},{"id":"W4390192493","doi":"10.1002/alz.072514","title":"POINTER‐zzz: Study Design and Baseline Characteristics from the U.S. Study to Protect Brain Health Through Lifestyle Intervention to Reduce Risk (U.S. POINTER) Sleep Ancillary","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Dementia; Medicine; Cognitive decline; Psychological intervention; Physical therapy; Sleep apnea; Cognition; Gerontology; Disease; Psychiatry; Internal medicine","score_opus":0.051719659263025346,"score_gpt":0.3559012477310046,"score_spread":0.30418158846797927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390192493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9584268,0.0032616612,0.013251217,0.0116937,0.00051189854,0.012467087,0.00015241175,0.00022039317,0.000014854632],"genre_scores_gemma":[0.993219,0.000033515356,0.0035494626,0.0018791534,0.00040607582,0.0006663858,0.000119393444,0.00010688035,0.000020130086],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99398124,0.0022805426,0.00095493114,0.0010755244,0.00092707115,0.00078070606],"domain_scores_gemma":[0.9973158,0.0005918777,0.00027322856,0.0010670407,0.00030896318,0.00044308993],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0047624568,0.00042840574,0.0006558023,0.00026010862,0.0004152856,0.00017056099,0.00045148676,0.00005938042,0.00024077822],"category_scores_gemma":[0.0012761538,0.00033733554,0.0001397716,0.0009906479,0.00007842859,0.00020624389,0.0009183626,0.0005730212,0.00048575376],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055297655,0.007474378,0.35311118,0.000060571023,0.0376407,0.0005101373,0.054977927,0.00005659491,0.0029680377,0.000010502578,0.035176232,0.50248396],"study_design_scores_gemma":[0.0075560566,0.012319897,0.95135623,0.0001836006,0.005740417,0.000024401683,0.01550043,0.0016300662,0.002505911,0.00006905179,0.002626384,0.0004875584],"about_ca_topic_score_codex":0.003882398,"about_ca_topic_score_gemma":0.0005181683,"teacher_disagreement_score":0.5982451,"about_ca_system_score_codex":0.00006558247,"about_ca_system_score_gemma":0.000072146795,"threshold_uncertainty_score":0.99990785},"labels":[],"label_agreement":null},{"id":"W4390246521","doi":"10.17241/smr.2023.01879","title":"Assessment of Cerebral Hypoxemia and Its Impact on Cognitive and Psychological Functions in Patients With Obstructive Sleep Apnea Syndrome","year":2023,"lang":"en","type":"article","venue":"Sleep Medicine Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Polysomnography; Obstructive sleep apnea; Medicine; Epworth Sleepiness Scale; Wisconsin Card Sorting Test; Respiratory disturbance index; Sleep apnea; Apnea–hypopnea index; Physical therapy; Hypopnea; Audiology; Beck Depression Inventory; Effects of sleep deprivation on cognitive performance; Psychiatry; Cognition; Internal medicine; Neuropsychology; Apnea; Anxiety","score_opus":0.06162674960898004,"score_gpt":0.42440273691234065,"score_spread":0.3627759873033606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390246521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99292535,0.00013734862,0.000023930592,0.00078337104,0.00009019443,0.002018758,0.00008923911,0.000047602498,0.0038842328],"genre_scores_gemma":[0.9993319,0.000036441903,0.000053303935,0.000029098801,0.000079888116,0.00014684895,0.00014914318,0.000048469232,0.00012492106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948807,0.00053192297,0.0004558969,0.0008690053,0.0022934063,0.00096908293],"domain_scores_gemma":[0.99638677,0.0015246876,0.00009528789,0.00036848418,0.0010393376,0.0005854094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017380997,0.0003188247,0.0007692413,0.0018943986,0.00017824407,0.00001829437,0.00015659997,0.00019637721,0.00036248378],"category_scores_gemma":[0.0014455502,0.00020231839,0.00005559128,0.0026884228,0.0013059761,0.0001570502,0.00025672276,0.0015838352,0.000038562714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025465954,0.00074493187,0.9760636,0.0002307495,0.0003562697,0.00030548644,0.00038494225,0.000008046672,0.0005807924,0.00031268792,0.00007727156,0.018388612],"study_design_scores_gemma":[0.011573173,0.016063167,0.9677947,0.00043211138,0.00006887161,0.000082356404,0.0020997755,0.0014619343,0.0000818343,0.00017492026,0.0000042554684,0.00016286694],"about_ca_topic_score_codex":0.00010239246,"about_ca_topic_score_gemma":0.000013447831,"teacher_disagreement_score":0.018225744,"about_ca_system_score_codex":0.00032655703,"about_ca_system_score_gemma":0.00006597579,"threshold_uncertainty_score":0.82503045},"labels":[],"label_agreement":null},{"id":"W4390260647","doi":"10.1016/j.jns.2023.120886","title":"Emerging therapies for MOGAD/NMOSD","year":2023,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Dermatology; Intensive care medicine","score_opus":0.07645855759683555,"score_gpt":0.3749203014986379,"score_spread":0.29846174390180236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390260647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9502718,0.00009304021,0.00005687172,0.048572518,0.0004906917,0.00014236284,8.821835e-7,0.0000142244235,0.00035762193],"genre_scores_gemma":[0.9983399,0.000032582284,0.00045240115,0.00080908625,0.0002304957,0.000002608762,4.3972836e-8,0.000003368104,0.00012954391],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875826,0.00009263551,0.00018870263,0.000112007954,0.0006022081,0.00024619704],"domain_scores_gemma":[0.9991615,0.00044348932,0.0001259606,0.00007772874,0.00011645784,0.000074875235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013019146,0.00005623349,0.00014755134,0.00010068201,0.00025371969,0.000031616415,0.00042920024,0.00003137501,0.000060954328],"category_scores_gemma":[0.0013553639,0.00002327609,0.00017599108,0.0006831519,0.00042445282,0.000081230246,0.00010513859,0.00022620948,0.000008144676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012586273,0.00028793135,0.65247625,0.00005669377,0.00016911034,0.00022917877,0.00078172487,0.00132724,0.16548829,0.0041281083,0.007174654,0.16662218],"study_design_scores_gemma":[0.0012927257,0.005072798,0.9372541,0.000023247867,0.00005592796,0.00043579188,0.00050437864,0.009596531,0.0052020214,0.019385489,0.021077769,0.0000992367],"about_ca_topic_score_codex":7.450847e-7,"about_ca_topic_score_gemma":4.3377582e-7,"teacher_disagreement_score":0.28477782,"about_ca_system_score_codex":0.000009629549,"about_ca_system_score_gemma":0.00002955086,"threshold_uncertainty_score":0.19514324},"labels":[],"label_agreement":null},{"id":"W4390261382","doi":"10.1016/j.jns.2023.122232","title":"The effect of obstructive sleep apnea on cognitive functioning among Parkinson's disease individuals in the Canadian longitudinal study on aging","year":2023,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Montreal General Hospital; Montreal Neurological Institute and Hospital; McGill University; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre","funders":"","keywords":"Obstructive sleep apnea; Medicine; Longitudinal study; Cognitive skill; Cognition; Disease; Sleep (system call); Psychology; Gerontology; Parkinson's disease; Audiology; Physical medicine and rehabilitation; Clinical psychology; Psychiatry; Internal medicine; Pathology","score_opus":0.05366091156765638,"score_gpt":0.34232100977245655,"score_spread":0.28866009820480015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390261382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924211,0.000035707784,0.0000011842287,0.0059415265,0.00039636696,0.0006913354,0.000004765628,0.000005764854,0.0005022474],"genre_scores_gemma":[0.9995819,0.0000036144104,0.0000016946246,0.0002560216,0.00012646205,0.000018388913,2.11272e-7,0.0000051284746,0.000006602819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99565023,0.0016998574,0.000314366,0.00025522115,0.0016482642,0.00043207445],"domain_scores_gemma":[0.994435,0.0047827717,0.00028992805,0.00017677799,0.00011569537,0.00019981824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050947643,0.00014155298,0.00025516556,0.0003058806,0.0010133772,0.00012442828,0.00073909323,0.000040973726,0.000013880515],"category_scores_gemma":[0.005846752,0.000050555052,0.0001606058,0.0016721498,0.0012017093,0.00010438533,0.00012092755,0.0009991348,0.0000059335903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053835957,0.000066561086,0.99322975,0.000003987601,0.000044088316,0.00028580963,0.00036966367,0.000613282,0.000011208852,0.000050660346,0.000015211402,0.0047714235],"study_design_scores_gemma":[0.00078232813,0.006618337,0.9899597,0.000046772042,0.00008368757,0.000030903684,0.0014558068,0.000534481,0.00008159872,0.00032993814,0.000029181692,0.000047264355],"about_ca_topic_score_codex":0.00055400876,"about_ca_topic_score_gemma":0.0019424586,"teacher_disagreement_score":0.0071607744,"about_ca_system_score_codex":0.00007070042,"about_ca_system_score_gemma":0.00008091607,"threshold_uncertainty_score":0.77941805},"labels":[],"label_agreement":null},{"id":"W4390357874","doi":"10.21272/eumj.2023;11(4):430-441","title":"CARDIORESPIRATORY MONITORING OF CHILDREN AND ADOLESCENTS WITH METABOLIC SYNDROME AGED 10-17 YEARS: A CROSS-SECTIONAL DESCRIPTIVE STUDY","year":2023,"lang":"en","type":"article","venue":"Eastern Ukrainian Medical Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Uniwersytet Warszawski; Warszawski Uniwersytet Medyczny","keywords":"Cardiorespiratory fitness; Medicine; Waist; Epworth Sleepiness Scale; Anthropometry; Morning; Physical therapy; Polysomnography; Body mass index; Cross-sectional study; Obstructive sleep apnea; Internal medicine; Apnea","score_opus":0.03307156252584877,"score_gpt":0.32695695984983625,"score_spread":0.2938853973239875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390357874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987145,0.0003712635,0.000024508847,0.000044023865,0.00027823477,0.0004680294,0.000014960549,0.000045553035,0.00003894398],"genre_scores_gemma":[0.9988314,0.000022299753,0.00008667132,0.00002870971,0.0008287574,0.000013586512,0.0000033657352,0.000047852736,0.00013734943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954796,0.00031565648,0.00052559655,0.00037923903,0.0027855975,0.00051429827],"domain_scores_gemma":[0.9982937,0.000051692856,0.00017174667,0.00024699344,0.00027976662,0.0009561013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017415229,0.00021668352,0.0005640894,0.0004946515,0.00014836935,0.0000929963,0.00026711682,0.00013815219,0.00023605522],"category_scores_gemma":[0.0004562259,0.0001691309,0.00012851923,0.00052318966,0.00049915863,0.00016687503,0.00019455554,0.0011255977,0.00005572807],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059517,0.00024226907,0.9842067,0.000030441155,0.00077749905,0.0032822283,0.0035682325,0.0000025443858,0.00017363914,2.9418143e-7,0.000008010953,0.007112978],"study_design_scores_gemma":[0.006909862,0.0011110869,0.9855308,0.00039604766,0.000109555156,0.004612304,0.0011032321,0.000023559884,0.0000371744,0.000002262605,0.000028038463,0.00013607931],"about_ca_topic_score_codex":0.000026533617,"about_ca_topic_score_gemma":0.000003898484,"teacher_disagreement_score":0.0069768988,"about_ca_system_score_codex":0.00009453541,"about_ca_system_score_gemma":0.0002625724,"threshold_uncertainty_score":0.6896958},"labels":[],"label_agreement":null},{"id":"W4390429386","doi":"10.1016/j.ijom.2023.10.125","title":"EFFECTS OF INCREMENTAL MAXILLOMANDIBULAR ADVANCEMENT ON AIRWAY RESISTANCE: A CADAVERIC SIMULATION STUDY","year":2023,"lang":"en","type":"article","venue":"International Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Cadaveric spasm; Airway; Airway resistance; Obstructive sleep apnea; Cadaver; Orthodontics; Anesthesia; Dentistry; Surgery","score_opus":0.02423961522167359,"score_gpt":0.3368344173690914,"score_spread":0.31259480214741786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390429386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99807405,0.00012562325,0.0001516914,0.00041002693,0.0008158958,0.00030285696,0.0000119078795,0.0000108842,0.00009703404],"genre_scores_gemma":[0.9993895,0.00021786617,0.000071944145,0.00005579526,0.00007121836,0.000006264331,0.000010865871,0.000013104929,0.00016344024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979458,0.000053817377,0.00048603414,0.00014444008,0.0012073003,0.00016260977],"domain_scores_gemma":[0.9989719,0.00013875868,0.00027079927,0.0000691519,0.00044341825,0.00010597599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005231703,0.00011996885,0.0003431924,0.0005793044,0.00004428179,0.000018716299,0.000092460665,0.000038359165,0.00005628774],"category_scores_gemma":[0.00041665533,0.00009641183,0.0001393225,0.00026913357,0.000066530185,0.00016673362,0.00007300706,0.00014633535,0.000008837812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012397139,0.0022198483,0.5752274,0.00025325303,0.0017611311,0.004729709,0.0008283894,0.0007311127,0.0368096,0.00019522151,0.00019206479,0.36465517],"study_design_scores_gemma":[0.004025284,0.0011788864,0.9640776,0.00021176411,0.000112833986,0.00004629078,0.00042450946,0.00029688014,0.014426941,0.000165906,0.014875372,0.00015772486],"about_ca_topic_score_codex":0.00003386308,"about_ca_topic_score_gemma":0.0000031255024,"teacher_disagreement_score":0.38885024,"about_ca_system_score_codex":0.00015326041,"about_ca_system_score_gemma":0.000046331304,"threshold_uncertainty_score":0.39315605},"labels":[],"label_agreement":null},{"id":"W4390429561","doi":"10.1016/j.ijom.2023.10.449","title":"OBSTRUCTIVE SLEEP APNEA RISK AND SUBJECTIVE SLEEP-RELATED QUALITY OF LIFE AFTER ORTHOGNATHIC SURGERY","year":2023,"lang":"en","type":"article","venue":"International Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Orthognathic surgery; Polysomnography; Obstructive sleep apnea; Airway; Sleep apnea; Breathing; Quality of life (healthcare); Sleep (system call); Apnea; Anesthesia; Orthodontics","score_opus":0.036310969649999934,"score_gpt":0.3126928407464585,"score_spread":0.27638187109645856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390429561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996404,0.00077200704,0.00013219158,0.0007549285,0.0015046414,0.00014776202,0.00014106897,0.00002580177,0.00011759528],"genre_scores_gemma":[0.9987781,0.0008308154,0.00009192785,0.000082039645,0.000114609946,0.000007140327,0.000021259772,0.000026121328,0.00004798613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967946,0.0002485535,0.0012035172,0.00028148573,0.0011599071,0.00031195424],"domain_scores_gemma":[0.9965786,0.0007274242,0.0008261922,0.000120864075,0.0014064306,0.00034049703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022449,0.00022229734,0.0008919771,0.001035883,0.000071225644,0.000043322274,0.000114919225,0.00017410709,0.00017943144],"category_scores_gemma":[0.004023833,0.00018330062,0.00043415767,0.00051986106,0.00044673053,0.00040026067,0.00016527036,0.0005406872,0.000011573088],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030461934,0.00008948681,0.7717383,0.000046985868,0.0009843368,0.00039931558,0.00036098104,0.000005880344,0.00086761673,0.00009858339,0.000018638233,0.2223437],"study_design_scores_gemma":[0.0009832454,0.00008090953,0.9950423,0.000062973784,0.000096924225,0.0002564587,0.00041717145,0.00014129616,0.0006007606,0.0014016872,0.0007436961,0.00017253011],"about_ca_topic_score_codex":0.00033763237,"about_ca_topic_score_gemma":0.000016014119,"teacher_disagreement_score":0.22330406,"about_ca_system_score_codex":0.000090654,"about_ca_system_score_gemma":0.00015058,"threshold_uncertainty_score":0.74747825},"labels":[],"label_agreement":null},{"id":"W4390504340","doi":"10.15586/aei.v52i1.804","title":"The frequency of sleep-disordered breathing in preschool children with asthma and its effects on control of asthma","year":2024,"lang":"en","type":"article","venue":"Allergologia et Immunopathologia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Asthma; Sleep disordered breathing; Pediatrics; Allergy; Breathing; Internal medicine; Physical therapy; Anesthesia; Obstructive sleep apnea; Immunology","score_opus":0.006827468666179272,"score_gpt":0.2608392810471437,"score_spread":0.25401181238096443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390504340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98439854,0.012452783,0.00017688566,0.00063399447,0.00011265406,0.0014906713,0.000025546246,0.00007536557,0.0006335394],"genre_scores_gemma":[0.99882585,0.0003829555,0.00048316797,0.000065724955,0.000026055302,0.00012160557,0.00001361314,0.0000426496,0.00003838635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99750423,0.00057463266,0.00048742682,0.0005122854,0.00045581514,0.00046561184],"domain_scores_gemma":[0.9978095,0.0012744883,0.00014779385,0.0005223609,0.0001773683,0.00006843881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012936202,0.00029928397,0.0005866896,0.00028316287,0.00007702678,0.000037088623,0.0002995415,0.00021237518,0.000019223507],"category_scores_gemma":[0.0012326797,0.00017855884,0.00009312212,0.0004430531,0.0003613696,0.00014320198,0.00014144961,0.0009096429,0.000011911886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037019886,0.0006209691,0.5194185,0.0009216606,0.0014883965,0.0014303433,0.0015010802,0.00012522074,0.38175243,0.018133992,0.00002413592,0.070881315],"study_design_scores_gemma":[0.0036066424,0.0037313644,0.97478396,0.0004894106,0.0000499201,0.00049148523,0.000129289,0.00054781436,0.015617579,0.00037230906,0.000008059859,0.00017219766],"about_ca_topic_score_codex":0.000070430164,"about_ca_topic_score_gemma":0.000033132557,"teacher_disagreement_score":0.45536545,"about_ca_system_score_codex":0.0000740454,"about_ca_system_score_gemma":0.00009409292,"threshold_uncertainty_score":0.7281418},"labels":[],"label_agreement":null},{"id":"W4390607317","doi":"10.1007/s12630-023-02668-z","title":"Perioperative clinical practice recommendations for pediatric tonsillectomy: a systematic review","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University Health Network; Hospital for Sick Children; Montreal Children's Hospital; University of Toronto","funders":"Hospital for Sick Children; University of Toronto","keywords":"Tonsillectomy; Medicine; Perioperative; Dexmedetomidine; MEDLINE; Obstructive sleep apnea; CINAHL; Context (archaeology); Acetaminophen; Nonsteroidal; Cochrane Library; Intensive care medicine; Anesthesia; Psychological intervention; Meta-analysis; Internal medicine; Psychiatry; Sedation","score_opus":0.06846152354953645,"score_gpt":0.40089177443416746,"score_spread":0.332430250884631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390607317","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018871095,0.9800597,0.0000202259,0.013921448,0.0012030874,0.004354669,0.000074107695,0.000016478569,0.0003314143],"genre_scores_gemma":[0.000018207498,0.9918521,0.0024223495,0.00047672132,0.003309537,0.00017166357,0.000065152686,0.00028139263,0.0014028818],"study_design_codex":"systematic_review","study_design_gemma":"case_report","domain_scores_codex":[0.9895533,0.0018959452,0.005415552,0.00066062855,0.0010837378,0.0013908502],"domain_scores_gemma":[0.98360306,0.0019973023,0.0035915663,0.0007440545,0.004842033,0.0052219997],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009538091,0.0010194201,0.0071725026,0.0028742414,0.00066216313,0.0006295984,0.0011298481,0.00073435035,0.000296469],"category_scores_gemma":[0.015130416,0.00072352024,0.003539309,0.0020204284,0.0002903727,0.00059424405,0.000028215009,0.004756841,0.00015923803],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000041714728,0.00007048147,0.0000057096436,0.5366488,0.0021676421,0.39324105,0.00031644772,1.942064e-7,8.260177e-9,0.00021281219,0.036479414,0.03081574],"study_design_scores_gemma":[0.00032410698,0.0008991732,5.9357274e-7,0.15990074,0.023007436,0.44556972,0.0002218875,0.0000020088876,1.7118833e-8,0.000010833294,0.36977866,0.0002848128],"about_ca_topic_score_codex":0.0004887533,"about_ca_topic_score_gemma":0.00092475675,"teacher_disagreement_score":0.37674806,"about_ca_system_score_codex":0.004123695,"about_ca_system_score_gemma":0.036413785,"threshold_uncertainty_score":0.9996993},"labels":[],"label_agreement":null},{"id":"W4390661983","doi":"10.1186/s12944-024-02005-3","title":"Triglyceride-glucose index and obstructive sleep apnea: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Lipids in Health and Disease","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Meta-analysis; Obstructive sleep apnea; Internal medicine; Confidence interval; Triglyceride; Cholesterol","score_opus":0.07257015156076939,"score_gpt":0.4022984530255989,"score_spread":0.3297283014648295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390661983","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010178484,0.9899981,0.00002699858,0.0011843345,0.000080753925,0.008098002,0.00051773334,0.000046650293,0.000037267484],"genre_scores_gemma":[0.00027213598,0.99571455,0.000111178044,0.0013753542,0.00009544875,0.0019731899,0.00015835412,0.000075616445,0.00022418688],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99402285,0.0014574116,0.001955838,0.0012875213,0.0006202938,0.0006560641],"domain_scores_gemma":[0.99477726,0.0006833439,0.00054655276,0.0009007028,0.000117472715,0.002974639],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015296452,0.00079221244,0.011061173,0.001264381,0.00013700793,0.00010743051,0.0001558466,0.00022002531,0.00009477551],"category_scores_gemma":[0.0025764608,0.00049891655,0.0013177285,0.0020244452,0.00028865144,0.00011636234,0.00029858068,0.0011024905,0.000017633543],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005571831,0.00005881225,0.0000922692,0.94404346,0.036359634,0.00010353481,0.00008532031,4.6088118e-8,2.0631572e-9,0.00020032228,0.00003464911,0.018966226],"study_design_scores_gemma":[0.0005558094,0.00015486756,0.000059783106,0.062035564,0.9237092,0.00011861422,0.00012899375,0.00016252222,4.668099e-9,0.00027192547,0.0123497825,0.00045291704],"about_ca_topic_score_codex":0.00008319302,"about_ca_topic_score_gemma":0.0000136921,"teacher_disagreement_score":0.8873496,"about_ca_system_score_codex":0.00026519375,"about_ca_system_score_gemma":0.00063359825,"threshold_uncertainty_score":0.99974626},"labels":[],"label_agreement":null},{"id":"W4390679532","doi":"10.4314/gmj.v57i3.7","title":"Clinical presentation, radiographic findings, and treatment outcomes in children with adenoid hypertrophy in a paediatric outpatient clinic in Enugu, Nigeria","year":2023,"lang":"en","type":"article","venue":"Ghana Medical Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Adenoid hypertrophy; Adenoid; Airway; Airway obstruction; Pediatrics; Presentation (obstetrics); Medical record; Retrospective cohort study; Outpatient clinic; Radiography; Chest radiograph; Surgery; Internal medicine; Adenoidectomy; Tonsillectomy","score_opus":0.02676580112954965,"score_gpt":0.34699979071525683,"score_spread":0.3202339895857072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390679532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99547595,0.0006069908,0.000011138297,0.002842708,0.00020245671,0.00079937343,0.000006820502,0.000022293993,0.00003225312],"genre_scores_gemma":[0.99634016,0.0028034505,0.00022321979,0.00015424094,0.00030855736,0.00005863108,0.000024089473,0.000031137242,0.00005651235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99584967,0.00059221155,0.0011489332,0.00045288692,0.001304767,0.00065152085],"domain_scores_gemma":[0.99821603,0.00065082056,0.00013694123,0.000206939,0.00006647311,0.00072280347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021084244,0.00023409052,0.00078020303,0.0018866624,0.00006206436,0.00003635619,0.0001817145,0.0002633437,0.00022600411],"category_scores_gemma":[0.0016916306,0.00015752482,0.00015479598,0.0018429533,0.00029929128,0.00011818705,0.00009023248,0.0014293289,0.000034371627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004949551,0.0007804874,0.9560097,0.000012776881,0.00018282645,0.001177325,0.00055632443,0.0000030578096,0.0000055743335,0.0000023436514,0.00007799089,0.040696647],"study_design_scores_gemma":[0.01476423,0.0020241959,0.98152936,0.0001112381,0.000048399066,0.00037175592,0.00063791155,0.0002845057,0.0000062897734,0.00005065842,0.000031313128,0.00014016723],"about_ca_topic_score_codex":0.00017652792,"about_ca_topic_score_gemma":0.00051766844,"teacher_disagreement_score":0.04055648,"about_ca_system_score_codex":0.000268659,"about_ca_system_score_gemma":0.0003056684,"threshold_uncertainty_score":0.6423676},"labels":[],"label_agreement":null},{"id":"W4390789642","doi":"10.1002/gps.6055","title":"Subjective cognitive complaints and objective cognitive impairment in patients suspected of obstructive sleep apnea who underwent polysomnography","year":2024,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Faculty of Medicine Siriraj Hospital, Mahidol University","keywords":"Polysomnography; Montreal Cognitive Assessment; Obstructive sleep apnea; Medicine; Cognition; Dementia; Sleep apnea; Physical therapy; Cohort; Epworth Sleepiness Scale; Body mass index; Effects of sleep deprivation on cognitive performance; Pediatrics; Internal medicine; Apnea; Cognitive impairment; Psychiatry","score_opus":0.00739876842417009,"score_gpt":0.2874893977994852,"score_spread":0.2800906293753151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390789642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99161184,0.0017679598,0.0010998579,0.00043564528,0.0029144336,0.0007723015,0.0002614538,0.000019913998,0.0011165782],"genre_scores_gemma":[0.9986554,0.00011010822,0.00056676834,0.00006884139,0.00049578963,0.000013552054,0.000035247398,0.000041486754,0.000012849372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996627,0.0002208986,0.0010015877,0.00044134428,0.0013612203,0.00034794648],"domain_scores_gemma":[0.996017,0.00054834085,0.0005597063,0.00010338812,0.0025415255,0.00023003298],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041931155,0.0003142918,0.00063939154,0.0024831966,0.000050952913,0.00006958395,0.0002307685,0.00014504316,0.00010903241],"category_scores_gemma":[0.0002761913,0.00027807977,0.00034514852,0.0011380815,0.00034459677,0.00040315307,0.0001438622,0.0008079648,0.000006782232],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008609589,0.0014947262,0.96453154,0.00014681723,0.0039647073,0.00021921388,0.0031217146,0.000004567577,0.0001577751,0.00082008174,0.00003600176,0.016893249],"study_design_scores_gemma":[0.009422236,0.0020935526,0.9762761,0.0010149748,0.00035110535,0.000331985,0.006674207,0.00029213284,0.0006589173,0.0026619253,0.0000055604687,0.00021728563],"about_ca_topic_score_codex":0.000084767715,"about_ca_topic_score_gemma":0.000030095624,"teacher_disagreement_score":0.016675964,"about_ca_system_score_codex":0.00055603293,"about_ca_system_score_gemma":0.00032685953,"threshold_uncertainty_score":0.99996716},"labels":[],"label_agreement":null},{"id":"W4390868388","doi":"","title":"Neuro-Ophthalmological Manifestations of Obstructive Sleep Apnea: Current Perspectives","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Current (fluid); Sleep (system call); Cardiology; Pediatrics; Computer science; Geology; Oceanography; Operating system","score_opus":0.3073359963238348,"score_gpt":0.5633810489160584,"score_spread":0.25604505259222365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390868388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97821623,0.0120233055,0.0010041551,0.0013552824,0.00039795466,0.0011714889,0.00013084781,0.000048880385,0.0056518596],"genre_scores_gemma":[0.9972393,0.0014392264,0.00072982203,0.00012364486,0.00030709602,0.00005179109,0.000018131028,0.00006414491,0.00002686285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99586433,0.00047394712,0.001020246,0.00076915906,0.0013540571,0.00051828386],"domain_scores_gemma":[0.9959913,0.0007550231,0.0007994787,0.00050589285,0.0012646625,0.0006836244],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005304474,0.0003978918,0.0011414203,0.00071198517,0.00020189438,0.0002671274,0.0017784473,0.00012534893,0.010903708],"category_scores_gemma":[0.0028152904,0.0003433408,0.00037980464,0.0016240308,0.000645269,0.0012417923,0.0012351231,0.0011075346,0.000035576395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015959238,0.0012121462,0.77876645,0.00045419732,0.0007478251,0.0009136408,0.002238673,0.00011495394,0.17904888,0.0010105806,0.002056822,0.031839892],"study_design_scores_gemma":[0.0013978377,0.0001388919,0.9737041,0.00013583583,0.00023612658,0.00029487067,0.0019642285,0.0006080141,0.017882315,0.002728125,0.00057904515,0.00033063124],"about_ca_topic_score_codex":0.00010103454,"about_ca_topic_score_gemma":0.0000018043587,"teacher_disagreement_score":0.19493762,"about_ca_system_score_codex":0.00017346506,"about_ca_system_score_gemma":0.00014502164,"threshold_uncertainty_score":0.99990183},"labels":[],"label_agreement":null},{"id":"W4390993483","doi":"10.1109/biocas58349.2023.10388810","title":"Predicting Treatment Outcomes in Obstructive Sleep Apnea: A Distribution-based Spectral Analysis of Low-Sampled Snoring Vibrations","year":2023,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University of British Columbia; University Health Network","funders":"University of Toronto; Health Research","keywords":"Oral appliance; Obstructive sleep apnea; Polysomnography; Medicine; Airway; Sleep (system call); Continuous positive airway pressure; Sleep apnea; Apnea; Tongue; Breathing; Anesthesia; Computer science","score_opus":0.026713354496501866,"score_gpt":0.3210858633379741,"score_spread":0.29437250884147226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390993483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99079394,0.0000073715655,0.006924016,0.0005058223,0.000082610444,0.0006417011,0.00035707495,0.00015072899,0.0005367392],"genre_scores_gemma":[0.9977855,0.0000020472712,0.0009355971,0.0000109591765,0.00003584087,0.000120177305,0.00095355156,0.000018731935,0.0001375849],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980172,0.000082109604,0.0005241588,0.0004097448,0.0005001969,0.0004665698],"domain_scores_gemma":[0.9985278,0.0006334911,0.00010609589,0.00040124275,0.0001789301,0.00015239071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021227232,0.00020450761,0.0006918596,0.0010794018,0.00009317287,0.000019796307,0.00009760424,0.0000792146,0.00033072426],"category_scores_gemma":[0.00060346856,0.00016505874,0.0003615941,0.0043286323,0.00011617695,0.00010610794,0.000046897952,0.00015935747,0.000018425977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010646568,0.00032023332,0.9853533,0.000034304667,0.0019874137,0.000038284827,0.00035945832,0.006169286,0.0034366767,0.00061432057,0.0000014722608,0.0015787883],"study_design_scores_gemma":[0.0016246912,0.0001638273,0.69353414,0.000010385328,0.0005563532,6.697322e-7,0.00089170015,0.2920681,0.011025285,0.000037895177,0.000002221254,0.00008471373],"about_ca_topic_score_codex":0.0010626094,"about_ca_topic_score_gemma":0.0012413263,"teacher_disagreement_score":0.29181916,"about_ca_system_score_codex":0.0007201746,"about_ca_system_score_gemma":0.000083407554,"threshold_uncertainty_score":0.67309},"labels":[],"label_agreement":null},{"id":"W4390993491","doi":"10.1109/biocas58349.2023.10389088","title":"Automatic Derivation of Nocturnal Desaturation Burden from Oxyhemoglobin Saturation Signal","year":2023,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Hypoxemia; Polysomnography; Apnea; Medicine; Sleep apnea; Obstructive sleep apnea; Oxygen saturation; Anesthesia; Respiratory system; Hypopnea; Depression (economics); Internal medicine; Oxygen","score_opus":0.025734507860302226,"score_gpt":0.3043200611530899,"score_spread":0.27858555329278767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390993491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912084,0.000018356228,0.0057182866,0.0012573015,0.00009933015,0.00040884197,0.000009441765,0.00017224366,0.0011078342],"genre_scores_gemma":[0.9926192,0.0000045370684,0.006472779,0.00004425584,0.00022820492,0.000014030634,0.00035445363,0.000016076809,0.00024644443],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986334,0.000060856495,0.0003247949,0.00019366457,0.0006010402,0.0001862522],"domain_scores_gemma":[0.99921674,0.00016006477,0.00010147997,0.00019140777,0.00024829968,0.000081993225],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020358703,0.00010318818,0.00019274867,0.00025191784,0.000054081076,0.000025348529,0.00007173277,0.000094871146,0.0015686913],"category_scores_gemma":[0.00023411476,0.0000846868,0.00006348175,0.00062875386,0.000056137902,0.00020458494,0.000037890604,0.00015737202,0.00020941824],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105141,0.000024993502,0.005280782,0.000055215467,0.00008269619,0.00001038133,0.0004586602,0.000071302995,0.89660096,0.00043709876,0.00042976622,0.09644301],"study_design_scores_gemma":[0.0012911119,0.00015730324,0.3989775,0.000052627904,0.000053199063,0.0000117596455,0.0005113263,0.2878014,0.30970052,0.001274772,0.00006908754,0.000099398196],"about_ca_topic_score_codex":0.00018366466,"about_ca_topic_score_gemma":0.000015387872,"teacher_disagreement_score":0.5869004,"about_ca_system_score_codex":0.00012055072,"about_ca_system_score_gemma":0.000054956294,"threshold_uncertainty_score":0.999344},"labels":[],"label_agreement":null},{"id":"W4391051515","doi":"10.1093/sleep/zsae017","title":"Use of facial features to predict obstructive sleep apnea presence and severity","year":2024,"lang":"en","type":"editorial","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia; University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Private practice; Medicine; Sleep medicine; Library science; Family medicine; Dentistry; Psychiatry; Sleep disorder","score_opus":0.01653449226856132,"score_gpt":0.2989992342091207,"score_spread":0.2824647419405594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391051515","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.063576624,0.0018432763,0.00020170667,0.00056213205,0.92244124,0.0034419496,0.005966701,0.00027383526,0.0016925356],"genre_scores_gemma":[0.110981986,0.00017793129,0.003840231,0.0000772702,0.8776082,0.00032387412,0.001043176,0.00038142342,0.0055659283],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945985,0.00017834539,0.00060312,0.0013418199,0.0025136,0.0007645964],"domain_scores_gemma":[0.9962812,0.00093505095,0.00018927902,0.00094393187,0.0010253857,0.0006251207],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00034875717,0.0006556946,0.0011839459,0.0006350134,0.00011009608,0.00016201755,0.00042609463,0.0012222079,0.00013390445],"category_scores_gemma":[0.005879988,0.0005857015,0.000275428,0.00067427545,0.00060624967,0.00027264113,0.0009906413,0.002497674,0.00008006275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023924992,0.00018348792,0.0028789644,0.002358996,0.0012971134,0.00040071725,0.0017484034,0.000015356134,0.0016208724,0.00010646171,0.9054485,0.08154863],"study_design_scores_gemma":[0.0019298536,0.001427127,0.023115637,0.00069332006,0.0012598054,0.00007198787,0.0003570813,0.00080151623,0.003126459,0.00047540752,0.9657833,0.00095850724],"about_ca_topic_score_codex":0.0004717488,"about_ca_topic_score_gemma":0.00008900959,"teacher_disagreement_score":0.08059013,"about_ca_system_score_codex":0.00034855763,"about_ca_system_score_gemma":0.0002015567,"threshold_uncertainty_score":0.9998036},"labels":[],"label_agreement":null},{"id":"W4391064626","doi":"10.1016/b978-0-323-95082-4.00043-8","title":"Still tired after sleeping","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University; Canadian Sleep & Circadian Network","funders":"","keywords":"Obstructive sleep apnea; Medicine; Craniofacial; Context (archaeology); Anxiety; Diaphragmatic breathing; Sleep apnea; Sleep (system call); Airway; Sleep disorder; Physical therapy; Anesthesia; Insomnia; Psychiatry; Pathology","score_opus":0.02077959025807918,"score_gpt":0.28473635068202297,"score_spread":0.2639567604239438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391064626","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036711938,0.0056059053,0.0000026522534,0.00028037032,0.000833513,0.0012006364,0.00008051732,0.00021735334,0.9914119],"genre_scores_gemma":[0.016693173,0.000055148066,0.0003132416,0.0004051312,0.0012467953,0.00012195657,0.00004334864,0.0003294854,0.98079175],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970692,0.000018925668,0.00052543974,0.0008753315,0.00094199035,0.0005691595],"domain_scores_gemma":[0.99827087,0.000071281705,0.000102601996,0.00093668286,0.00024259361,0.0003759526],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024206129,0.0005893393,0.00083918736,0.0004869078,0.000037988262,0.00006828106,0.00021520464,0.0005374253,0.0026897052],"category_scores_gemma":[0.00004211948,0.0005198372,0.0005215937,0.000028528986,0.00031728475,0.000036356545,0.0003691249,0.0015248392,0.005456713],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016334203,0.000009625707,0.000028153781,0.0008143991,0.0006805721,0.0019998315,0.0002976628,4.1103533e-8,0.00016791614,0.0043616556,0.000072857125,0.99140394],"study_design_scores_gemma":[0.0005377314,0.00015625286,0.00012843232,0.0016307688,0.00066337205,0.00017367407,0.000008449999,0.000034485027,0.00016516143,0.008001533,0.98803425,0.00046587814],"about_ca_topic_score_codex":5.377715e-7,"about_ca_topic_score_gemma":0.0000075431153,"teacher_disagreement_score":0.99093807,"about_ca_system_score_codex":0.00041127673,"about_ca_system_score_gemma":0.000118422,"threshold_uncertainty_score":0.99972534},"labels":[],"label_agreement":null},{"id":"W4391067988","doi":"10.2196/47809","title":"Digital Care Pathway for Patients With Sleep Apnea in Specialized Care: Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Continuous positive airway pressure; Sleep apnea; Apnea; Obstructive sleep apnea; Emergency medicine; Internal medicine","score_opus":0.02517162758166262,"score_gpt":0.3744936135912144,"score_spread":0.3493219860095518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391067988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99213755,0.0001470351,0.00021988344,0.000012631883,0.00042846153,0.00480193,0.00023121647,0.00014886912,0.0018723916],"genre_scores_gemma":[0.9980058,1.6574066e-7,0.00049443776,0.00000607848,0.00018013682,0.00047085233,0.0005591135,0.00010475695,0.00017867083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975969,0.00013987349,0.0003682308,0.000669355,0.0007185991,0.0005070014],"domain_scores_gemma":[0.99869555,0.00024626177,0.000052892974,0.00043519714,0.00036304284,0.00020705059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015105004,0.00033176513,0.000517841,0.00055371237,0.00012347715,0.00021282776,0.0001976334,0.00011606509,0.00012155674],"category_scores_gemma":[0.00014880006,0.000241707,0.00016675136,0.00054520764,0.000112066235,0.00025888457,0.00012590618,0.00038993737,0.00001802721],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044094498,0.000815856,0.77838993,0.00056764,0.00027787272,0.00007724147,0.027053785,0.0000011491949,0.00034511747,0.00008503584,0.000050424143,0.19189502],"study_design_scores_gemma":[0.008007008,0.0044803764,0.9234668,0.0000975121,0.00010047594,0.0000010123264,0.053871814,0.00002793655,0.0019742772,0.000041854903,0.007506853,0.00042410265],"about_ca_topic_score_codex":0.000030932224,"about_ca_topic_score_gemma":0.00015376847,"teacher_disagreement_score":0.19147092,"about_ca_system_score_codex":0.00062323513,"about_ca_system_score_gemma":0.000060641934,"threshold_uncertainty_score":0.98565257},"labels":[],"label_agreement":null},{"id":"W4391071771","doi":"10.1016/b978-0-323-99653-2.00028-6","title":"Home sleep studies","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Polysomnography; Medicine; Gold standard (test); Obstructive sleep apnea; Sleep (system call); Diagnostic test; Sleep apnea; Intensive care medicine; Pediatrics; Apnea; Computer science; Internal medicine","score_opus":0.03814562310874107,"score_gpt":0.32453041576433317,"score_spread":0.2863847926555921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391071771","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015101723,0.031415593,5.8803084e-7,0.00048400633,0.001230052,0.0010319661,0.000051824172,0.00021750681,0.96541744],"genre_scores_gemma":[0.001844074,0.0004548859,0.00020349961,0.00026082605,0.0013506158,0.00007724983,0.000028559274,0.00026630436,0.995514],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997231,0.000017263375,0.0005033663,0.0008025885,0.0009508677,0.0004949336],"domain_scores_gemma":[0.99822795,0.00012209205,0.00010775149,0.00086179515,0.0004039232,0.00027647518],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002816096,0.00058939424,0.0011141013,0.00050935533,0.000087540284,0.000045710633,0.00022583848,0.0004011628,0.00076932355],"category_scores_gemma":[0.000061753446,0.00047339642,0.00049205683,0.000029028066,0.000551359,0.00002883763,0.00047200764,0.0014414331,0.0048845615],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006172767,0.000009080847,0.000013686251,0.0012800293,0.0024058141,0.0012752801,0.0003245422,4.936649e-8,0.000088462,0.026578452,0.0003209255,0.96764195],"study_design_scores_gemma":[0.00053211034,0.00024800902,0.00002905192,0.0011744068,0.00092477753,0.00018951853,0.000061010192,0.000008456811,0.000102594466,0.046675425,0.94962484,0.00042982434],"about_ca_topic_score_codex":1.7407802e-7,"about_ca_topic_score_gemma":0.0000057513826,"teacher_disagreement_score":0.96721214,"about_ca_system_score_codex":0.0004783583,"about_ca_system_score_gemma":0.000081837665,"threshold_uncertainty_score":0.9997718},"labels":[],"label_agreement":null},{"id":"W4391072060","doi":"10.1016/b978-0-323-99653-2.00020-1","title":"Positional therapy for pediatric obstructive sleep apnea","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Supine position; Medicine; Obstructive sleep apnea; Epiglottis; Polysomnography; Prone position; Anesthesia; Airway; Airway obstruction; Apnea; Surgery; Larynx","score_opus":0.021003312386464884,"score_gpt":0.2916239854376632,"score_spread":0.2706206730511983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391072060","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004869025,0.0072372695,0.000037577738,0.00036877807,0.0011379055,0.0033759566,0.0006283839,0.0001773099,0.9865499],"genre_scores_gemma":[0.003551504,0.0001670509,0.0013862859,0.0003437653,0.0044579776,0.00044472996,0.0003605788,0.00037293258,0.98891515],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968401,0.000020579373,0.0005766041,0.001011217,0.00096160424,0.00058988534],"domain_scores_gemma":[0.99795127,0.0002555026,0.00018602276,0.0006494742,0.0006234429,0.00033429565],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024870987,0.0006813399,0.00086614926,0.00066495984,0.00015719095,0.0000765062,0.00027617035,0.0006117952,0.00089042995],"category_scores_gemma":[0.00003961727,0.0005938623,0.00082691124,0.000047260528,0.00027518987,0.000050879204,0.00015522623,0.0011721055,0.00074769754],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051874213,0.000031225256,0.000042424566,0.0005776947,0.0010390827,0.0001630497,0.0001587491,2.4211963e-7,0.00017659117,0.042869344,0.000186454,0.9542364],"study_design_scores_gemma":[0.002523508,0.00087728107,0.0005369197,0.0001806157,0.0010643039,0.0002577842,0.000022468135,0.00008435784,0.0002505235,0.10424172,0.889179,0.00078155403],"about_ca_topic_score_codex":2.7454394e-7,"about_ca_topic_score_gemma":0.0000012307554,"teacher_disagreement_score":0.95345485,"about_ca_system_score_codex":0.00041102874,"about_ca_system_score_gemma":0.000197009,"threshold_uncertainty_score":0.99965125},"labels":[],"label_agreement":null},{"id":"W4391074672","doi":"10.1016/j.sleep.2024.01.013","title":"Obstructive sleep apnea in those with idiopathic intracranial hypertension undergoing diagnostic in-laboratory polysomnography","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Acetazolamide; Polysomnography; Obstructive sleep apnea; Body mass index; Internal medicine; Sleep apnea; Apnea–hypopnea index; Apnea; Pediatrics; Anesthesia","score_opus":0.014562185362337592,"score_gpt":0.2750850425269458,"score_spread":0.2605228571646082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391074672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9747921,0.017731402,0.0007706339,0.0032490774,0.0011083554,0.0012218145,0.000010969741,0.00021342738,0.00090220454],"genre_scores_gemma":[0.9976418,0.00033378272,0.00040690578,0.00047115676,0.00086101977,0.00012320925,0.000026825172,0.00012209767,0.000013214112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956859,0.00029566203,0.00078483723,0.0010343497,0.0012594035,0.0009398704],"domain_scores_gemma":[0.9973347,0.001214978,0.00009458804,0.00062118674,0.00030093302,0.00043357495],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001076784,0.0005117668,0.0009759925,0.002126355,0.0000919383,0.000038919865,0.00023546511,0.00027197952,0.000127164],"category_scores_gemma":[0.0023747056,0.00037388786,0.000098938435,0.003940124,0.000817831,0.00036686013,0.00011311259,0.0016721421,0.000070219154],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003424912,0.0011146207,0.603068,0.002945199,0.0007467152,0.05302921,0.0073414906,0.00017423491,0.056804273,0.0027153417,0.00010712224,0.26852885],"study_design_scores_gemma":[0.021360941,0.0049918876,0.91661507,0.014529689,0.0007790157,0.0018816607,0.011137614,0.023125151,0.0028364605,0.0013210595,0.00028201635,0.001139459],"about_ca_topic_score_codex":0.00026243817,"about_ca_topic_score_gemma":0.00052293314,"teacher_disagreement_score":0.31354702,"about_ca_system_score_codex":0.00050448335,"about_ca_system_score_gemma":0.00022908021,"threshold_uncertainty_score":0.9998713},"labels":[],"label_agreement":null},{"id":"W4391100860","doi":"10.1513/annalsats.202310-863oc","title":"Positive Airway Pressure Treatment of Obstructive Sleep Apnea–Hypopnea in Hypertensive Disorders of Pregnancy: A Pilot Randomized Proof-of-Concept Clinical Trial","year":2024,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre; Centre for Advancing Health Outcomes","funders":"Canadian Institutes of Health Research; Prince of Songkla University; Faculty of Medicine, Prince of Songkla University; ResMed","keywords":"Medicine; Obstructive sleep apnea; Positive airway pressure; Randomized controlled trial; Population; Continuous positive airway pressure; Pregnancy; Obstetrics; Arterial stiffness; Blood pressure; Hypopnea; Physical therapy; Internal medicine; Polysomnography; Apnea","score_opus":0.08876172179419889,"score_gpt":0.42032238000282457,"score_spread":0.3315606582086257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391100860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814456,0.0100104455,0.00042024758,0.0020598532,0.00032877162,0.0051667937,0.00028202898,0.000025203384,0.00026105845],"genre_scores_gemma":[0.99737436,0.00077794405,0.0013154466,0.00007257224,0.00008878728,0.00019520118,0.000013376135,0.000048084654,0.000114202936],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9955157,0.0013730818,0.0013770355,0.000559579,0.0007656679,0.00040894642],"domain_scores_gemma":[0.99437046,0.0029276675,0.0011415585,0.00070540345,0.0007387872,0.000116122355],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009244808,0.00033496408,0.0026331474,0.00012728719,0.00004157571,0.0000069384,0.00033020004,0.00012125267,0.000026127502],"category_scores_gemma":[0.0013539072,0.00021153828,0.0021179062,0.001163118,0.004936484,0.000106282496,0.00015720217,0.00039105385,6.347558e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.44490102,0.0036691304,0.005182333,0.00072194386,0.0093721235,0.000010053635,0.013488327,0.00011925317,0.0028152666,0.00018705495,0.00009986876,0.5194336],"study_design_scores_gemma":[0.44510743,0.037722737,0.040058464,0.0031454691,0.0053216675,0.000022774402,0.015747912,0.015641946,0.4332682,0.0030282123,0.00013881213,0.0007963763],"about_ca_topic_score_codex":0.00068689807,"about_ca_topic_score_gemma":0.000011966066,"teacher_disagreement_score":0.51863724,"about_ca_system_score_codex":0.00005818477,"about_ca_system_score_gemma":0.00026702762,"threshold_uncertainty_score":0.9977715},"labels":[],"label_agreement":null},{"id":"W4391109659","doi":"10.1513/annalsats.202309-777oc","title":"All Obstructive Sleep Apnea Events Are Not Created Equal: The Relationship Between Event-Related Hypoxemia and Physiologic Response","year":2024,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; University of Ottawa; University of Saskatchewan; Université Laval; Foothills Medical Centre; Ottawa Hospital; University of British Columbia, Okanagan Campus; University of British Columbia; University of Calgary","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; Mitacs; American Academy of Sleep Medicine Foundation; American Heart Association; University of Ottawa; Canadian Lung Association; National Institutes of Health; Vancouver Coastal Health Research Institute; British Columbia Lung Association","keywords":"Medicine; Polysomnography; Hypoxemia; Apnea; Obstructive sleep apnea; Cardiology; Body mass index; Sleep apnea; Photoplethysmogram; Internal medicine; Cohort; Oxygen saturation; Anesthesia; Hypopnea","score_opus":0.15192568317761854,"score_gpt":0.43721433968703927,"score_spread":0.2852886565094207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391109659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782232,0.000774072,0.000114357215,0.019785563,0.00011481817,0.00068585254,0.00012303136,0.00011594835,0.00006315268],"genre_scores_gemma":[0.998068,0.000075916054,0.00022839039,0.0010621166,0.00010658753,0.000042918244,0.00002320405,0.000055600856,0.0003373044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99639136,0.00138206,0.00049044186,0.00053803896,0.0006953427,0.0005027782],"domain_scores_gemma":[0.993997,0.004312689,0.00045777255,0.0007750715,0.00028931914,0.00016815348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017881279,0.00029715506,0.0005809193,0.000083910265,0.0003039318,0.00003544163,0.00042856674,0.0001464974,0.000024104904],"category_scores_gemma":[0.0023624166,0.00017341216,0.00059545436,0.0015390351,0.0016455147,0.00013928904,0.00035602017,0.0010416053,0.000031966087],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00341055,0.0001775243,0.8944109,0.0003483063,0.0037753405,0.000023146036,0.006591098,0.00006636309,0.034794994,0.0003804327,0.0021293138,0.05389205],"study_design_scores_gemma":[0.00028183564,0.00028661746,0.984223,0.00016395384,0.00031687334,0.00002377691,0.0033801896,0.0012017931,0.006197854,0.0035256138,0.00022911571,0.00016938771],"about_ca_topic_score_codex":0.00009651179,"about_ca_topic_score_gemma":9.547781e-7,"teacher_disagreement_score":0.08981211,"about_ca_system_score_codex":0.00010936459,"about_ca_system_score_gemma":0.0000800747,"threshold_uncertainty_score":0.7071543},"labels":[],"label_agreement":null},{"id":"W4391176116","doi":"10.29390/001c.92080","title":"Positive airway pressure therapy adherence and outcomes in obstructive sleep apnea: An exploratory longitudinal retrospective randomized chart review","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Positive airway pressure; Odds ratio; Randomized controlled trial; Retrospective cohort study; Logistic regression; Sleep apnea; Internal medicine; Longitudinal study; Physical therapy","score_opus":0.035315463641300386,"score_gpt":0.319259999373647,"score_spread":0.2839445357323466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391176116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66617054,0.329904,0.000071671275,0.0012384801,0.00053618924,0.0016792675,0.00006496628,0.00002216322,0.0003127078],"genre_scores_gemma":[0.98878366,0.008947931,0.00011825896,0.0015813152,0.00032736151,0.00008839821,0.000004239244,0.000079303354,0.00006954705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99630576,0.0010661746,0.0008603823,0.00054831,0.000641184,0.00057818263],"domain_scores_gemma":[0.99700075,0.0003593176,0.0002838783,0.0004078999,0.00088397315,0.0010641946],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024967648,0.00042562938,0.0016233426,0.0009987092,0.0001427938,0.00013571173,0.0003077601,0.0001881305,0.00054080354],"category_scores_gemma":[0.00052092003,0.0003114256,0.00037373917,0.0006907491,0.00077192456,0.000818048,0.000018378796,0.0012309387,0.000011171443],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.039165493,0.00037503286,0.5507927,0.0011119132,0.006780283,0.008832522,0.014779469,0.000009832334,0.006392255,0.0027478277,0.0009134884,0.3680992],"study_design_scores_gemma":[0.17272958,0.010324601,0.77085876,0.007045233,0.00070901954,0.0012921982,0.0026123319,0.0003022803,0.0067974143,0.0022719721,0.023463769,0.0015928643],"about_ca_topic_score_codex":0.00039441203,"about_ca_topic_score_gemma":0.0013253989,"teacher_disagreement_score":0.36650634,"about_ca_system_score_codex":0.00047943415,"about_ca_system_score_gemma":0.0012554686,"threshold_uncertainty_score":0.9999338},"labels":[],"label_agreement":null},{"id":"W4391270205","doi":"10.1007/s11517-024-03020-3","title":"Obstructive sleep apnea detection during wakefulness: a comprehensive methodological review","year":2024,"lang":"en","type":"article","venue":"Medical & Biological Engineering & Computing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Wakefulness; Obstructive sleep apnea; Sleep (system call); Sleep apnea; Medicine; Intensive care medicine; Excessive daytime sleepiness; Computer science; Sleep disorder; Electroencephalography; Psychiatry; Insomnia; Anesthesia","score_opus":0.06040440671120217,"score_gpt":0.3482081747738418,"score_spread":0.28780376806263963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391270205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71822,0.024010483,0.25275886,0.0012215729,0.0012660266,0.0008900656,0.000006119338,0.0012473194,0.00037952172],"genre_scores_gemma":[0.9913688,0.00042322,0.0067149526,0.00043174598,0.000915424,0.000055639215,0.000023766528,0.00005216603,0.000014330351],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9959477,0.0003990989,0.0007736731,0.0010104579,0.00096516655,0.00090389996],"domain_scores_gemma":[0.99662983,0.0020735082,0.00007075426,0.00034885624,0.00020140625,0.00067565765],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013137842,0.00046288193,0.0010460361,0.00023988175,0.00016178073,0.000054258555,0.00032849482,0.00049434666,0.0009584573],"category_scores_gemma":[0.0056014615,0.00032191444,0.00040682947,0.0010670433,0.00030347813,0.000081085,0.00049567467,0.002078708,0.00024604844],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002363202,0.00020679491,0.0026329025,0.010250407,0.000768456,0.0034701016,0.00015793482,0.0006822847,0.08296444,0.0009423837,0.000040511648,0.89764744],"study_design_scores_gemma":[0.0023261479,0.0011606466,0.21787511,0.010015081,0.00036932042,0.007546222,0.00019339315,0.730947,0.017396657,0.0002549076,0.010414004,0.0015014723],"about_ca_topic_score_codex":0.000009964072,"about_ca_topic_score_gemma":2.6180157e-7,"teacher_disagreement_score":0.896146,"about_ca_system_score_codex":0.00029733268,"about_ca_system_score_gemma":0.00003505828,"threshold_uncertainty_score":0.9999548},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4391304008","doi":"10.1007/s00784-024-05513-9","title":"Evaluation of condylar and mandibular movements on the upper airway during the use of mandibular advancement device for obstructive sleep apnea treatment","year":2024,"lang":"en","type":"article","venue":"Clinical Oral Investigations","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"National Institute of Dental and Craniofacial Research; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Condyle; Medicine; Temporomandibular joint; Obstructive sleep apnea; Airway; Orthodontics; Cephalometry; Mandible (arthropod mouthpart); Dentistry; Surgery; Anesthesia; Biology","score_opus":0.2462563654960872,"score_gpt":0.43473419993331924,"score_spread":0.18847783443723204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391304008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99141216,0.0005432066,0.00054639403,0.0044019385,0.00019232082,0.0026740856,0.00015238205,0.000017216067,0.000060303235],"genre_scores_gemma":[0.99641526,0.00006772735,0.0024653669,0.00024883487,0.000085515356,0.0004297192,0.00005495234,0.000024764899,0.00020785569],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976624,0.000415981,0.00065434875,0.00035192526,0.0007177528,0.00019757594],"domain_scores_gemma":[0.9969571,0.0017251907,0.0001556856,0.0004429458,0.0005934681,0.00012556091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001459132,0.00016347817,0.00031682517,0.0000938104,0.00017471796,0.00003408185,0.00009880978,0.00008345778,0.00011457682],"category_scores_gemma":[0.002125633,0.00009053745,0.0001704475,0.0002567762,0.0008006273,0.00013934118,0.00006588628,0.0002024713,0.000008244132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025168092,0.003833026,0.4362922,0.0022619856,0.015259978,0.000038525428,0.0055982945,0.009211057,0.06969491,0.14920147,0.00068571995,0.30540603],"study_design_scores_gemma":[0.0110622,0.005225122,0.4892498,0.0007846066,0.0047606616,0.000013388014,0.0015175792,0.31105155,0.13389899,0.02110518,0.020888172,0.00044277176],"about_ca_topic_score_codex":0.00002790233,"about_ca_topic_score_gemma":0.000017995333,"teacher_disagreement_score":0.30496326,"about_ca_system_score_codex":0.00020568901,"about_ca_system_score_gemma":0.00011010517,"threshold_uncertainty_score":0.36920097},"labels":[],"label_agreement":null},{"id":"W4391323890","doi":"10.1113/jp285430","title":"Biological sex‐related differences in the postprandial triglyceride response to intermittent hypoxaemia in young adults: a randomized crossover trial","year":2024,"lang":"en","type":"article","venue":"The Journal of Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut du Savoir Montfort; Montfort Hospital; Université du Québec en Outaouais; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa","keywords":"Internal medicine; Postprandial; Endocrinology; Triglyceride; Medicine; Crossover study; Chylomicron; Lipoprotein; Hypertriglyceridemia; Cholesterol; Diabetes mellitus; Very low-density lipoprotein; Placebo","score_opus":0.023918213939669954,"score_gpt":0.32468404248018184,"score_spread":0.30076582854051187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391323890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927799,0.0004950448,0.000017900233,0.0046532103,0.000632757,0.0013260092,0.000005881855,0.000009157404,0.00008010824],"genre_scores_gemma":[0.9991409,0.00014132155,0.000019822966,0.00022867127,0.00037520472,0.00003781758,0.0000015907523,0.0000116309575,0.000043036773],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.993678,0.0045247157,0.00088611164,0.00019516142,0.00036048767,0.00035556048],"domain_scores_gemma":[0.9934696,0.00600756,0.00015944378,0.0001880967,0.00009551102,0.00007980714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054701804,0.00017675817,0.00093091885,0.00041083698,0.00004578437,0.000031192696,0.00044282057,0.00015108715,0.00016849066],"category_scores_gemma":[0.0035272792,0.00007066013,0.0003005001,0.00052573765,0.00049332937,0.00006556363,0.000109725035,0.0012420911,0.000026347161],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8329445,0.00015267258,0.00018880366,0.000013908522,0.00015440362,0.0001922474,0.0061323107,0.0000054504885,0.15916707,0.000046654084,0.00003330068,0.0009686791],"study_design_scores_gemma":[0.80482596,0.01021201,0.17447309,0.00044974554,0.00015543202,0.0011684928,0.003744117,0.00096663233,0.0010927399,0.0026810993,0.000057316367,0.00017336522],"about_ca_topic_score_codex":0.00009150013,"about_ca_topic_score_gemma":0.000020887503,"teacher_disagreement_score":0.1742843,"about_ca_system_score_codex":0.00015797964,"about_ca_system_score_gemma":0.000120128425,"threshold_uncertainty_score":0.5396337},"labels":[],"label_agreement":null},{"id":"W4391389951","doi":"10.2196/51901","title":"Preliminary Assessment of an Ambulatory Device Dedicated to Upper Airway Muscle Training in Patients With Sleep Apnea: Proof-of-Concept Study","year":2024,"lang":"en","type":"article","venue":"JMIR Biomedical Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"","keywords":"Preprint; Sleep apnea; Medicine; Ambulatory; Airway; Apnea; Obstructive sleep apnea; Sleep (system call); Physical medicine and rehabilitation; Physical therapy; Audiology; Anesthesia; Internal medicine; Computer science","score_opus":0.013356730543832324,"score_gpt":0.30877691819325237,"score_spread":0.29542018764942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391389951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924029,0.00006633091,0.005139726,0.00010830173,0.00016635697,0.001954706,0.000017043025,0.00009879593,0.00004581554],"genre_scores_gemma":[0.99538344,1.08472726e-7,0.0041629625,0.000015756561,0.00008479517,0.00023502632,0.00004822249,0.00006395898,0.0000057325346],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99736494,0.0000536323,0.0005292548,0.00046926257,0.0011483943,0.00043451175],"domain_scores_gemma":[0.9989374,0.00011391414,0.000046305337,0.00033977264,0.00012895881,0.00043363994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043252908,0.00022666658,0.0004728821,0.00079271814,0.000018989198,0.000012337822,0.0002000694,0.0001247081,0.000077970486],"category_scores_gemma":[0.000117982316,0.00018110297,0.00005540447,0.0013723203,0.00012354576,0.00014878745,0.00012563998,0.0005096689,0.00000200412],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009094983,0.00893785,0.10509127,0.0034693852,0.0010226445,0.00064889714,0.026584478,0.006091259,0.017246328,0.00009421157,0.000029515948,0.8298747],"study_design_scores_gemma":[0.0030964776,0.008130619,0.8365143,0.00067276077,0.000073913994,0.000005384565,0.0016152496,0.1472269,0.0022381812,0.0000010868986,0.00018834393,0.0002367819],"about_ca_topic_score_codex":0.000017084936,"about_ca_topic_score_gemma":0.0000020677696,"teacher_disagreement_score":0.8296379,"about_ca_system_score_codex":0.00020865367,"about_ca_system_score_gemma":0.00015351352,"threshold_uncertainty_score":0.73851645},"labels":[],"label_agreement":null},{"id":"W4391401793","doi":"10.1183/16000617.0121-2023","title":"An update on diagnosis and management of obstructive sleep apnoea in the first 2 years of life","year":2024,"lang":"en","type":"review","venue":"European Respiratory Review","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Laryngomalacia; Adenoidectomy; Obstructive sleep apnea; Airway obstruction; Pediatrics; Airway; Continuous positive airway pressure; Tonsillectomy; Surgery; Stridor; Anesthesia","score_opus":0.08830950458806554,"score_gpt":0.3752078168973606,"score_spread":0.2868983123092951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391401793","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023369286,0.9923939,5.968235e-7,0.00011057727,0.00009903113,0.0034713764,0.000078558514,0.000020394527,0.0035918849],"genre_scores_gemma":[0.00013290723,0.99844855,0.000060788552,0.00082472997,0.00013609942,0.00023312842,0.00002620832,0.00012667003,0.000010918597],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951882,0.0017573792,0.0013236991,0.00072485115,0.00071538927,0.00029048268],"domain_scores_gemma":[0.9976328,0.00022032393,0.0004958185,0.0014006877,0.000088135814,0.00016220784],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024801507,0.0004506328,0.0021830895,0.00040373986,0.00003073266,0.000025001142,0.0006957966,0.00008068714,0.000088672314],"category_scores_gemma":[0.00022212177,0.00029185752,0.0004593005,0.0011054706,0.00028382125,0.00006061306,0.00030206755,0.0007758182,0.00028055807],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000111765485,0.00009092991,0.00007221144,0.24490935,0.0003514516,0.000483936,0.000041237556,7.758417e-8,5.8762904e-8,0.000492256,0.00050437,0.75304294],"study_design_scores_gemma":[0.00025356445,0.0003391979,0.0022681986,0.14624526,0.0021231638,0.000013997542,0.000026735648,3.9274366e-7,3.4674892e-7,0.0000037567343,0.84854543,0.00017997352],"about_ca_topic_score_codex":0.0000023251644,"about_ca_topic_score_gemma":0.000001925071,"teacher_disagreement_score":0.84804106,"about_ca_system_score_codex":0.00009555042,"about_ca_system_score_gemma":0.000050348746,"threshold_uncertainty_score":0.9999533},"labels":[],"label_agreement":null},{"id":"W4391509799","doi":"10.1186/s13223-024-00875-x","title":"The prevalence of obstructive sleep apnea in Japanese asthma patients","year":2024,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Asthma; Polysomnography; Obstructive sleep apnea; Internal medicine; Body mass index; Population; Apnea–hypopnea index; Physical therapy; Cardiology; Pediatrics; Apnea","score_opus":0.016378589613912874,"score_gpt":0.323985001253442,"score_spread":0.3076064116395291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391509799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898685,0.0066803303,0.000016918852,0.00087891036,0.00080427714,0.00033965995,0.000011494006,0.0000306491,0.001369231],"genre_scores_gemma":[0.996981,0.0019897665,0.0000876812,0.000050099396,0.00008218739,0.000030547006,0.00000844838,0.00002409958,0.0007461646],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976091,0.00038596187,0.0007898564,0.0005174502,0.00027195044,0.00042570365],"domain_scores_gemma":[0.99746543,0.0016823529,0.000100279045,0.00043701942,0.00021380444,0.000101108395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006197358,0.00018204888,0.00042281544,0.00013380044,0.00007936663,0.000021709118,0.00025325012,0.00028300015,0.00017688311],"category_scores_gemma":[0.0010724809,0.00012357433,0.00016226934,0.00032636273,0.0014299363,0.00010789111,0.00030070796,0.00084810756,0.0000573833],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026727219,0.0008352482,0.17746995,0.0003347011,0.0019187926,0.0001585386,0.0011897726,0.00000181405,0.000938592,0.008163427,0.000055074303,0.80626136],"study_design_scores_gemma":[0.0018292906,0.0015850237,0.9874758,0.000085851774,0.000022021399,0.00004558087,0.0005385342,0.000979647,0.0001336595,0.00058811763,0.006599373,0.00011710561],"about_ca_topic_score_codex":0.00007414634,"about_ca_topic_score_gemma":0.0000657516,"teacher_disagreement_score":0.81000584,"about_ca_system_score_codex":0.000051134397,"about_ca_system_score_gemma":0.000049078346,"threshold_uncertainty_score":0.52686596},"labels":[],"label_agreement":null},{"id":"W4391542959","doi":"10.1093/sleep/zsae035","title":"Polysomnographic characteristics of excessive daytime sleepiness phenotypes in obstructive sleep apnea: results from the international sleep apnea global interdisciplinary consortium","year":2024,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"National Institutes of Health; National Heart, Lung, and Blood Institute; Associação Fundo de Incentivo à Pesquisa; Háskóli Íslands","keywords":"Obstructive sleep apnea; Sleep apnea; Apnea; Excessive daytime sleepiness; Sleep (system call); Medicine; Polysomnography; Daytime; Sleep apnea syndromes; Anesthesia; Psychology; Audiology; Insomnia; Sleep disorder; Psychiatry; Computer science","score_opus":0.015250647252798842,"score_gpt":0.3020836679260457,"score_spread":0.28683302067324684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391542959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97434664,0.0016389881,0.0021501563,0.006197016,0.0041304734,0.0011049145,0.0036365017,0.00019004461,0.006605268],"genre_scores_gemma":[0.9969344,0.0000299979,0.0005333426,0.00019043795,0.0010776644,0.00009293605,0.0009787076,0.000077234974,0.00008526703],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.995098,0.00026170042,0.0014053469,0.0011872008,0.0012870986,0.00076067954],"domain_scores_gemma":[0.9968738,0.00083355035,0.00039692022,0.001028182,0.0005970464,0.00027052072],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006606485,0.0005585742,0.00087771635,0.0004962637,0.00016055293,0.00016393507,0.0010558452,0.00031505755,0.0004203945],"category_scores_gemma":[0.000918928,0.00043142444,0.00039695099,0.0016415961,0.0010129048,0.00044157196,0.0012832541,0.0010748261,0.00017164486],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012917652,0.0016466907,0.34358436,0.0005725536,0.005469302,0.0025581573,0.013759337,0.00016830099,0.017698284,0.0076324376,0.0008182536,0.5931747],"study_design_scores_gemma":[0.005818002,0.0004401539,0.90819967,0.0006239231,0.0006407934,0.00017227995,0.005034393,0.06820238,0.003474083,0.0056740018,0.0009583765,0.0007619407],"about_ca_topic_score_codex":0.00043384105,"about_ca_topic_score_gemma":0.00016608911,"teacher_disagreement_score":0.5924127,"about_ca_system_score_codex":0.0005226716,"about_ca_system_score_gemma":0.000114707655,"threshold_uncertainty_score":0.99981374},"labels":[],"label_agreement":null},{"id":"W4391543690","doi":"10.1016/j.sleep.2024.01.025","title":"Effects of childhood obstructive sleep apnea with and without daytime sleepiness on behaviors and emotions","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"Chinese University of Hong Kong","keywords":"CBCL; Obstructive sleep apnea; Child Behavior Checklist; Polysomnography; Medicine; Epworth Sleepiness Scale; Excessive daytime sleepiness; Hypopnea; Apnea; Pediatrics; Apnea–hypopnea index; Odds ratio; Physical therapy; Internal medicine; Sleep disorder; Insomnia; Clinical psychology; Psychiatry","score_opus":0.007773351984017561,"score_gpt":0.2794666964608884,"score_spread":0.2716933444768708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391543690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990897,0.0028949373,0.00089335116,0.0016794391,0.00037900955,0.0014714976,0.00002304087,0.00014693389,0.0016148052],"genre_scores_gemma":[0.9984679,0.00008135157,0.00062180276,0.00012425389,0.00034177114,0.00007899218,0.000038931816,0.00008859592,0.00015640286],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99745864,0.00010054742,0.0003891544,0.0007526078,0.0008430993,0.0004559779],"domain_scores_gemma":[0.9984252,0.0003885433,0.0000915124,0.00042144876,0.00022628378,0.00044702983],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002834187,0.00040515594,0.00078369706,0.00064412534,0.0001207314,0.000023039798,0.000116466785,0.00015034793,0.000116006064],"category_scores_gemma":[0.00035017353,0.0002723438,0.000060111484,0.00074623147,0.001205034,0.00016258459,0.00010383719,0.00064482936,0.000014561027],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022746637,0.0016844514,0.21941048,0.0067627644,0.0034712243,0.0014523291,0.01350453,0.000019709592,0.091833524,0.008276625,0.00020549555,0.6511042],"study_design_scores_gemma":[0.008603597,0.0053561064,0.9645564,0.0022611504,0.0019091379,0.0008647094,0.0009951603,0.0018970658,0.012614479,0.00032823675,0.00021929652,0.00039464762],"about_ca_topic_score_codex":0.000067969806,"about_ca_topic_score_gemma":0.000007365304,"teacher_disagreement_score":0.7451459,"about_ca_system_score_codex":0.00009123845,"about_ca_system_score_gemma":0.00003648253,"threshold_uncertainty_score":0.9999729},"labels":[],"label_agreement":null},{"id":"W4391575607","doi":"10.3390/children11020208","title":"Cardiac Implications of Adenotonsillar Hypertrophy and Obstructive Sleep Apnea in Pediatric Patients: A Comprehensive Systematic Review","year":2024,"lang":"en","type":"article","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Obstructive sleep apnea; Adenoidectomy; Medicine; Tonsillectomy; Sleep apnea; Intensive care medicine; Pulmonary hypertension; Polysomnography; Physical therapy; Cardiology; Internal medicine; Apnea; Surgery","score_opus":0.009838346279612997,"score_gpt":0.2692300931411916,"score_spread":0.2593917468615786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391575607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8434697,0.1520619,0.000020192932,0.0003289402,0.00008828957,0.0035558285,0.00014250044,0.00004093278,0.0002917261],"genre_scores_gemma":[0.99529237,0.0040148455,0.00019231961,0.00009647492,0.000073426745,0.00019790998,0.000088101835,0.0000336663,0.000010914345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984447,0.00014504809,0.00049428805,0.00037756568,0.0003128357,0.00022557564],"domain_scores_gemma":[0.99881554,0.00023238327,0.000089745736,0.00043112526,0.00030966479,0.000121544734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012055317,0.0001785494,0.00079640216,0.00043311034,0.000035671426,0.000016349637,0.00010890287,0.00007118282,0.000013875816],"category_scores_gemma":[0.00034136113,0.00014297581,0.00014195945,0.0010439198,0.00011654651,0.00009010886,0.00010752376,0.00026131677,0.000029382678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002658048,0.00016620751,0.75269246,0.24172708,0.0006395859,0.000012074279,0.0004896112,0.000001115347,0.00038149703,0.0009380303,0.00015785382,0.0027679137],"study_design_scores_gemma":[0.0005080926,0.00013173046,0.9902239,0.007586025,0.0010788636,0.000035549194,0.000057996895,0.000044861725,0.000077974844,0.00010479617,0.000009555993,0.0001406646],"about_ca_topic_score_codex":0.000016506456,"about_ca_topic_score_gemma":5.945286e-7,"teacher_disagreement_score":0.23753145,"about_ca_system_score_codex":0.0001123215,"about_ca_system_score_gemma":0.000036298443,"threshold_uncertainty_score":0.5830384},"labels":[],"label_agreement":null},{"id":"W4391641107","doi":"10.1513/annalsats.202312-1077oc","title":"Mandibular Jaw Movement Automated Analysis for Oral Appliance Monitoring in Obstructive Sleep Apnea: A Prospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier de l’Université de Montréal","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; University of California, San Diego; Fondation Université Grenoble Alpes; National Institute on Aging; ResMed; Fondation Air Liquide; Canadian Institutes of Health Research; Jazz Pharmaceuticals; Panthera; Agence Nationale de la Recherche; AstraZeneca","keywords":"Medicine; Oral appliance; Polysomnography; Prospective cohort study; Obstructive sleep apnea; Sleep apnea; Sleep study; Apnea; Dentistry; Internal medicine","score_opus":0.06016275802729563,"score_gpt":0.4275866018942884,"score_spread":0.3674238438669927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391641107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929909,0.0003746094,0.0019110888,0.0006810154,0.00014732986,0.0035586262,0.000062678664,0.00018462919,0.00008912011],"genre_scores_gemma":[0.99578524,0.00003804639,0.002955688,0.00011600367,0.00008340158,0.0008616614,0.000008931427,0.00004910124,0.00010194155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972106,0.00018518837,0.0004842231,0.00072364334,0.00084602967,0.00055026874],"domain_scores_gemma":[0.9982741,0.00022799167,0.0002636548,0.00067326525,0.0004469525,0.000114039896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011572656,0.00028363176,0.0009313801,0.00020561663,0.00013593573,0.00004930119,0.00033680908,0.000058476227,0.000012316168],"category_scores_gemma":[0.00014758705,0.00021194246,0.0008084451,0.004330985,0.00053712976,0.0001273289,0.00022078588,0.00042181768,0.000004662509],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040089875,0.00047226925,0.97091705,0.00016502768,0.008520711,0.000013683298,0.0028401068,0.00047483225,0.0020392356,0.000029442721,0.00007837483,0.014048352],"study_design_scores_gemma":[0.00043712117,0.00046306805,0.9262321,0.000060579518,0.0010550185,0.0000017377142,0.009998669,0.047311857,0.013957572,0.00028025234,0.000020745314,0.00018126045],"about_ca_topic_score_codex":0.0006726512,"about_ca_topic_score_gemma":0.000026391699,"teacher_disagreement_score":0.046837024,"about_ca_system_score_codex":0.0003339266,"about_ca_system_score_gemma":0.00006367698,"threshold_uncertainty_score":0.8642763},"labels":[],"label_agreement":null},{"id":"W4391743590","doi":"10.1213/ane.0000000000006894","title":"Positive Airway Pressure in Surgical Patients with Sleep Apnea: What is the Supporting Evidence?","year":2024,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Perioperative; Obstructive sleep apnea; Positive airway pressure; Intensive care medicine; Continuous positive airway pressure; Adverse effect; Sleep apnea; Airway; Surgery; Anesthesia; Internal medicine","score_opus":0.02624834890137318,"score_gpt":0.33785556775955944,"score_spread":0.31160721885818626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391743590","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014825868,0.9920621,0.0000029851046,0.0026560493,0.000063752464,0.003392588,0.000011917624,0.000070897186,0.0002571107],"genre_scores_gemma":[0.008074559,0.98972255,0.00004518038,0.00029882722,0.0003100646,0.00035622148,0.00018242218,0.00022444068,0.00078571006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941386,0.00077034405,0.0010911693,0.0013110824,0.0016570159,0.0010318188],"domain_scores_gemma":[0.99682647,0.0009077091,0.00045270743,0.0010972838,0.00039088225,0.00032495815],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011303832,0.0009174948,0.002448684,0.0005970883,0.00015896339,0.00037812494,0.0006891677,0.0005494115,0.0003863605],"category_scores_gemma":[0.00011603793,0.0004867539,0.00079463364,0.0018410457,0.00040143717,0.0005594635,0.000176521,0.0020511365,0.0004497716],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021839706,0.00023127932,0.0055619897,0.01356638,0.0012875645,0.008424851,0.00064730016,5.8138215e-7,6.089929e-8,0.00015656317,0.00037314682,0.9695319],"study_design_scores_gemma":[0.0011424837,0.0011421388,0.00777719,0.07229589,0.01115328,0.0034996774,0.0005009082,0.0001783418,0.0000057209318,0.000032016822,0.9011752,0.0010971291],"about_ca_topic_score_codex":0.00008479874,"about_ca_topic_score_gemma":0.000011673801,"teacher_disagreement_score":0.96843475,"about_ca_system_score_codex":0.0003054766,"about_ca_system_score_gemma":0.00034831348,"threshold_uncertainty_score":0.9997584},"labels":[],"label_agreement":null},{"id":"W4391755878","doi":"10.1016/j.arth.2024.02.020","title":"Sleep Apnea is Not an Obstacle for Outpatient Hip and Knee Arthroplasty","year":2024,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Université Laval","funders":"","keywords":"Medicine; Body mass index; Obstructive sleep apnea; Odds ratio; Arthroplasty; Univariate analysis; Continuous positive airway pressure; Sleep apnea; Anesthesia; Surgery; Hypoxemia; Internal medicine; Multivariate analysis","score_opus":0.02815913222621822,"score_gpt":0.306944897387168,"score_spread":0.27878576516094977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391755878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98641276,0.0021193577,0.00597389,0.0035638257,0.001135201,0.0005760918,0.000057587393,0.00003364119,0.0001276699],"genre_scores_gemma":[0.9971766,0.00011103855,0.0014075818,0.0003221492,0.00064965413,0.000008301483,0.0000035660023,0.00005264888,0.0002684883],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99798334,0.0001398361,0.0005328299,0.00023186304,0.000698677,0.0004134656],"domain_scores_gemma":[0.99816436,0.0005582205,0.0001652916,0.00032801938,0.00043724096,0.00034687167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010229985,0.00022103435,0.00038749486,0.00022362827,0.00022911298,0.00009331446,0.00010198512,0.00009898427,0.00025948478],"category_scores_gemma":[0.00026615855,0.00013308835,0.0001793063,0.0002229076,0.00039262956,0.00036432146,0.00008844862,0.00063705025,0.000045739158],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006271523,0.00065595907,0.010831846,0.0006324802,0.0013347829,0.0002794729,0.013797531,0.00010902001,0.021024793,0.000938839,0.0039252974,0.9401985],"study_design_scores_gemma":[0.033141796,0.06569052,0.17360182,0.0013927211,0.00402103,0.021217268,0.026658656,0.17594428,0.09717413,0.0042757425,0.3947497,0.0021323268],"about_ca_topic_score_codex":0.000007353347,"about_ca_topic_score_gemma":0.000012652802,"teacher_disagreement_score":0.9380661,"about_ca_system_score_codex":0.00010278927,"about_ca_system_score_gemma":0.000094762014,"threshold_uncertainty_score":0.5427185},"labels":[],"label_agreement":null},{"id":"W4391770755","doi":"10.1016/j.sleep.2023.11.1041","title":"Simulated Obstructive Sleep Apnea impacts lipid levels differently between men and women: a randomized crossover study","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut du Savoir Montfort; University of Ottawa; Université du Québec en Outaouais","funders":"","keywords":"Obstructive sleep apnea; Crossover study; Medicine; Randomized controlled trial; Sleep apnea; Crossover; Internal medicine; Sleep (system call); Physical therapy; Cardiology; Alternative medicine; Computer science","score_opus":0.025842316594081576,"score_gpt":0.33494935442684154,"score_spread":0.30910703783275995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391770755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864027,0.0020868392,0.0006269957,0.0018104309,0.0007961126,0.0046868953,0.00007819628,0.00038495968,0.0031269074],"genre_scores_gemma":[0.9967435,0.00003605549,0.000068595116,0.00020045538,0.001723958,0.00017869014,0.00006941055,0.00015231913,0.00082699046],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9939768,0.00061329355,0.001157095,0.0012423106,0.0017367356,0.0012737917],"domain_scores_gemma":[0.9951118,0.0023046115,0.00017823266,0.0008081041,0.0004160529,0.0011812003],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021574905,0.0007578508,0.00262366,0.0008985639,0.00023132282,0.00014412442,0.0002968768,0.0002732433,0.0016682745],"category_scores_gemma":[0.0022930834,0.0005042525,0.00022293653,0.0011804079,0.0013784451,0.00033941257,0.0003494119,0.0011918796,0.00010935429],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.19919617,0.0024017463,0.22501275,0.0035163937,0.032151565,0.0036036957,0.20430501,0.000046184156,0.028545124,0.0009554774,0.0010912928,0.29917458],"study_design_scores_gemma":[0.5638292,0.0055363565,0.37605968,0.00073837803,0.0037003784,0.0002020607,0.023077618,0.021625878,0.0014127371,0.001965435,0.0007149447,0.0011373697],"about_ca_topic_score_codex":0.00020537217,"about_ca_topic_score_gemma":0.000005229094,"teacher_disagreement_score":0.364633,"about_ca_system_score_codex":0.0006749531,"about_ca_system_score_gemma":0.000075380725,"threshold_uncertainty_score":0.9997409},"labels":[],"label_agreement":null},{"id":"W4391771621","doi":"10.1016/j.sleep.2023.11.230","title":"Pediatric obstructive sleep apnea screening and management practices among Brazilian Dental Specialists","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Medicine; Dental anomalies; Dentistry; Family medicine; Medical emergency; Intensive care medicine; Internal medicine","score_opus":0.023050433746485494,"score_gpt":0.3295525191731919,"score_spread":0.3065020854267064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391771621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9470432,0.009705272,0.0027598708,0.0037758294,0.002042985,0.0018333413,0.000022346458,0.00039141942,0.032425784],"genre_scores_gemma":[0.99138504,0.00066620094,0.0026276433,0.00022866888,0.003930758,0.00007568434,0.000080489815,0.00010003275,0.00090547267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99611664,0.00013588855,0.0005719475,0.0010284313,0.0014175636,0.00072953064],"domain_scores_gemma":[0.99808985,0.00037742034,0.00023658524,0.00051381683,0.00017143086,0.0006108882],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007979925,0.0004322089,0.0005824573,0.0009853164,0.00021915424,0.00011744757,0.00024767817,0.0001640326,0.00095880555],"category_scores_gemma":[0.0005884372,0.00035051492,0.00012178246,0.0012624067,0.0007271466,0.0005739311,0.00033144015,0.0008037378,0.00012697063],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058456557,0.00019244643,0.56642836,0.0028153574,0.0014866213,0.0063586137,0.0021581524,0.0000063343646,0.0010606534,0.00426311,0.002151975,0.4124938],"study_design_scores_gemma":[0.0044348575,0.00073048775,0.9671834,0.00045280374,0.0019949102,0.0007578448,0.0054444466,0.0073799174,0.00036422902,0.00038928856,0.010357686,0.0005100985],"about_ca_topic_score_codex":0.00017725577,"about_ca_topic_score_gemma":0.00006819571,"teacher_disagreement_score":0.41198367,"about_ca_system_score_codex":0.00022813724,"about_ca_system_score_gemma":0.000021160675,"threshold_uncertainty_score":0.99995446},"labels":[],"label_agreement":null},{"id":"W4391771628","doi":"10.1016/j.sleep.2023.11.227","title":"Long-term oral appliance therapy effectiveness for Obstructive Sleep Apnea: an update of the ORANGE study","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Oral appliance; Term (time); Orange (colour); Medicine; Sleep apnea; Physical medicine and rehabilitation; Intensive care medicine; Pediatrics; Physical therapy; Internal medicine; Biology; Food science","score_opus":0.03893427205729361,"score_gpt":0.3668348349180724,"score_spread":0.3279005628607788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391771628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98192084,0.0034415713,0.0047779055,0.0009135335,0.001718473,0.0067796456,0.000057905578,0.00014377551,0.00024634163],"genre_scores_gemma":[0.997888,0.000038828002,0.0001930016,0.00014872676,0.00079024077,0.00068540766,0.000059270867,0.000115416,0.000081068676],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9964245,0.00043504115,0.00055795454,0.0008857839,0.0010935649,0.0006031886],"domain_scores_gemma":[0.9974232,0.0005330004,0.00013822125,0.0011013501,0.000540505,0.0002637597],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014876198,0.0004368128,0.00092968455,0.00029462707,0.00017552478,0.00002850651,0.0005616862,0.00014628409,0.00026147507],"category_scores_gemma":[0.00028014774,0.00025528076,0.00022736899,0.0011526642,0.0008402023,0.00023434761,0.00014351151,0.0005863051,0.000023000192],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004837113,0.0016577662,0.40662515,0.0017246925,0.002096792,0.00020672969,0.0035755471,0.000015530213,0.04225926,0.0012799304,0.00007963718,0.53564185],"study_design_scores_gemma":[0.012110148,0.005063111,0.95942837,0.00048062453,0.00066415087,0.0000776763,0.0013669243,0.0019110228,0.017415894,0.0006948166,0.00046906396,0.00031821177],"about_ca_topic_score_codex":0.00007357737,"about_ca_topic_score_gemma":0.000046640234,"teacher_disagreement_score":0.5528032,"about_ca_system_score_codex":0.00023053026,"about_ca_system_score_gemma":0.00006462151,"threshold_uncertainty_score":0.9999899},"labels":[],"label_agreement":null},{"id":"W4391773101","doi":"10.1016/j.sleep.2023.11.220","title":"A multicenter clinical trial for the treatment of sleep-disordered breathing with a non-permanent orthodontic slow expansion oral appliance in children","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Avalon Rare Metals (Canada)","funders":"","keywords":"Medicine; Sleep disordered breathing; Breathing; Oral appliance; Dentistry; Orthodontics; Pediatrics; Sleep apnea; Anesthesia; Obstructive sleep apnea","score_opus":0.049493493854856754,"score_gpt":0.38916398903564586,"score_spread":0.3396704951807891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391773101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801795,0.0030997393,0.006256097,0.0024599575,0.0005883703,0.0072609633,0.000021276737,0.00005548352,0.00007864892],"genre_scores_gemma":[0.99589324,0.00044191608,0.0015963869,0.00012011995,0.0009195447,0.0007095829,0.00007541438,0.000066829496,0.00017698738],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9970977,0.0001443677,0.0008864383,0.00067031936,0.0006956817,0.0005055508],"domain_scores_gemma":[0.9980294,0.0009540047,0.00012700708,0.0005420065,0.00015337288,0.00019422178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009424835,0.00032811446,0.00090651785,0.00026357837,0.00007640662,0.000016995607,0.00019060729,0.00013424498,0.000067167915],"category_scores_gemma":[0.0002632164,0.00016612992,0.0002412192,0.00049903465,0.00044695675,0.00008139058,0.00004017043,0.00036762655,0.000012887017],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.093416035,0.0037676292,0.1725889,0.00055586506,0.0020498717,0.00022960888,0.0049876296,0.00007529809,0.0016772749,0.00008748869,0.00021199783,0.7203524],"study_design_scores_gemma":[0.4686992,0.033971112,0.35031253,0.0020402677,0.0028631224,0.00020655361,0.0019574962,0.13565516,0.0011210585,0.00006885657,0.0026077381,0.0004968888],"about_ca_topic_score_codex":0.0004011428,"about_ca_topic_score_gemma":0.0001085294,"teacher_disagreement_score":0.7198555,"about_ca_system_score_codex":0.00021148224,"about_ca_system_score_gemma":0.00006991125,"threshold_uncertainty_score":0.6774581},"labels":[],"label_agreement":null},{"id":"W4391773257","doi":"10.1016/j.sleep.2023.11.892","title":"Cardiovascular dysfunction in individuals living with spinal cord injury who are susceptible to sympathetic denervation and sleep-related breathing disorders: “the perfect storm”","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Parkwood Institute; Western University; Sunnybrook Health Science Centre; Lawson Health Research Institute; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Breathing; Spinal cord injury; Sympathetic Denervation; Denervation; Sleep (system call); Anesthesia; Spinal cord; Physical medicine and rehabilitation; Cardiology; Internal medicine; Psychiatry","score_opus":0.014028594962753755,"score_gpt":0.2814380625712171,"score_spread":0.26740946760846335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391773257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765418,0.013265901,0.0025964684,0.005334528,0.00043292512,0.0013491148,0.0000052391965,0.00014016038,0.0003338214],"genre_scores_gemma":[0.99867696,0.00028978055,0.00013923683,0.0001926993,0.00035118984,0.00013050014,0.00001922112,0.00007678987,0.00012362114],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99685556,0.00029669725,0.00043032243,0.00070433813,0.001190134,0.00052293605],"domain_scores_gemma":[0.998735,0.000242505,0.00007241234,0.0005380719,0.0001655712,0.00024642568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002255861,0.00033177718,0.00064796134,0.00083380175,0.0001918987,0.00006908805,0.00015140275,0.00015024494,0.00012694525],"category_scores_gemma":[0.00063378114,0.00021402982,0.00011418382,0.0016763614,0.000302488,0.00027198507,0.00013055113,0.00082026614,0.0000318874],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003241202,0.000108598695,0.42863083,0.00079275767,0.0012496073,0.00013664913,0.0053427555,0.0002763117,0.0018723051,0.0002321867,0.00016727505,0.5608666],"study_design_scores_gemma":[0.002911069,0.009920937,0.95859563,0.0080496855,0.0014361092,0.00039424855,0.007474918,0.008407204,0.00016736933,0.00014787074,0.0020579186,0.0004370618],"about_ca_topic_score_codex":0.0006274725,"about_ca_topic_score_gemma":0.0002480289,"teacher_disagreement_score":0.5604295,"about_ca_system_score_codex":0.0004010935,"about_ca_system_score_gemma":0.000045117926,"threshold_uncertainty_score":0.8727883},"labels":[],"label_agreement":null},{"id":"W4391773316","doi":"10.1016/j.sleep.2023.11.936","title":"Effect of positional therapy on the sleep apnea-specific hypoxic burden and pulse rate response in children with positional Obstructive Sleep Apnea","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Apnea; Sleep (system call); Cardiology; Anesthesia; Internal medicine; Computer science","score_opus":0.011011314148745604,"score_gpt":0.2784248600261357,"score_spread":0.2674135458773901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391773316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789578,0.0046541374,0.00021172497,0.012825711,0.00025788794,0.0021866942,0.00010739034,0.00008270853,0.0007159616],"genre_scores_gemma":[0.9979484,0.00012484839,0.00010189977,0.00034552036,0.00091290806,0.00020958637,0.00018759331,0.0000955537,0.00007367092],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952543,0.0012721467,0.0005814543,0.0008858706,0.0013945458,0.00061171805],"domain_scores_gemma":[0.99537724,0.0033123936,0.00012911069,0.0006384203,0.00025215163,0.00029065364],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027061466,0.00054106745,0.00078638835,0.0008898137,0.00017951074,0.00004522143,0.00029337825,0.00018648655,0.00084332016],"category_scores_gemma":[0.0004242366,0.00030365764,0.00013588801,0.0012175206,0.0014295693,0.00017158114,0.000093532515,0.0010735443,0.000053813514],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.14688535,0.00062866264,0.059155703,0.00048845366,0.0045346934,0.0015221117,0.0059113805,0.00035306206,0.33347455,0.00966745,0.0004913094,0.4368873],"study_design_scores_gemma":[0.014141097,0.017128332,0.93545073,0.00080295425,0.00031744989,0.0013804672,0.00041877487,0.0054181158,0.02353673,0.000663795,0.00028113046,0.00046042132],"about_ca_topic_score_codex":0.000075938886,"about_ca_topic_score_gemma":0.0000028144616,"teacher_disagreement_score":0.87629503,"about_ca_system_score_codex":0.00029041673,"about_ca_system_score_gemma":0.000059385096,"threshold_uncertainty_score":0.9999415},"labels":[],"label_agreement":null},{"id":"W4391773330","doi":"10.1016/j.sleep.2023.11.943","title":"Efficacy of the ExVent accessory with the O2Vent Optima oral appliance in the treatment of obstructive sleep apnea – a clinical trial","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute","funders":"","keywords":"Obstructive sleep apnea; Medicine; Oral appliance; Sleep (system call); Clinical trial; Internal medicine; Computer science","score_opus":0.0767640676201902,"score_gpt":0.4080474528080838,"score_spread":0.3312833851878936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391773330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97613394,0.0033740222,0.00037501127,0.012935861,0.0010198774,0.0047648754,0.000018495462,0.00002841663,0.0013494997],"genre_scores_gemma":[0.99807125,0.00014613652,0.00016689717,0.00018460449,0.00091011263,0.00033525392,0.000013058165,0.00004076391,0.0001319102],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9958459,0.00065672694,0.0009829802,0.00056991325,0.0014883381,0.00045612972],"domain_scores_gemma":[0.9962493,0.0019430487,0.0002818727,0.0012033645,0.00019353114,0.00012888039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017227329,0.0003383145,0.00090885925,0.00016920733,0.00009422928,0.000016533446,0.0007059205,0.00012983581,0.00017231156],"category_scores_gemma":[0.00044820557,0.000121705656,0.00035555393,0.0012653715,0.0020658437,0.000068080146,0.00010358903,0.00069475395,0.00001074102],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10243874,0.0075481175,0.028231308,0.00063513283,0.003186352,0.00051707,0.020477127,0.0002931316,0.0013980196,0.0038798132,0.0007047131,0.8306905],"study_design_scores_gemma":[0.28362602,0.041812103,0.6088275,0.0018056168,0.004346742,0.00030504237,0.017643698,0.010250677,0.0058727344,0.00066003064,0.024206353,0.00064351724],"about_ca_topic_score_codex":0.00014091535,"about_ca_topic_score_gemma":0.00006235888,"teacher_disagreement_score":0.83004695,"about_ca_system_score_codex":0.0002350589,"about_ca_system_score_gemma":0.0001242274,"threshold_uncertainty_score":0.76116866},"labels":[],"label_agreement":null},{"id":"W4391773368","doi":"10.1016/j.sleep.2023.11.969","title":"Improvement in sleep apnea-specific hypoxic burden with novel oral appliance O2Vent Optima and oral positive pressure accessory ExVent","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute","funders":"","keywords":"Medicine; Sleep apnea; Obstructive sleep apnea; Cardiology; Internal medicine","score_opus":0.024454259548576825,"score_gpt":0.3068295614801586,"score_spread":0.2823753019315818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391773368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9044351,0.042682804,0.020714974,0.01922144,0.0013883213,0.006251064,0.00019654406,0.00039723358,0.004712544],"genre_scores_gemma":[0.99574447,0.0002100926,0.0017795333,0.0002685558,0.00072938367,0.00030005566,0.00009775086,0.000110951194,0.0007591913],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99582773,0.000080011836,0.0006355702,0.0011940903,0.0013658704,0.00089672016],"domain_scores_gemma":[0.9983238,0.0001883244,0.00010935652,0.00062827073,0.0002460506,0.0005042134],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00081531494,0.00053897785,0.0008723706,0.00058496714,0.00010514385,0.000076857745,0.00030195466,0.00018023956,0.000522737],"category_scores_gemma":[0.00008366327,0.00038326543,0.00008287689,0.00096001517,0.00073869404,0.00028486506,0.0002693622,0.000987217,0.000038897953],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039654765,0.0011041275,0.012101847,0.0021969685,0.0017589716,0.0028445895,0.0042763446,0.00046155768,0.15306677,0.0024502943,0.0009321846,0.81484085],"study_design_scores_gemma":[0.08358934,0.028098393,0.477781,0.010543165,0.0040039895,0.002542989,0.011709449,0.2389511,0.05066066,0.0013120229,0.086688116,0.0041197916],"about_ca_topic_score_codex":0.00027456952,"about_ca_topic_score_gemma":0.000055319964,"teacher_disagreement_score":0.8107211,"about_ca_system_score_codex":0.00036988844,"about_ca_system_score_gemma":0.00006550287,"threshold_uncertainty_score":0.99986196},"labels":[],"label_agreement":null},{"id":"W4391773709","doi":"10.1016/j.sleep.2023.11.1048","title":"Sleep lab at home: evaluation of oximetry to provide at-home sleep screening of children","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child and Family Research Institute; University of British Columbia","funders":"","keywords":"Sleep (system call); Medicine; Pediatrics; Computer science","score_opus":0.03196989245234458,"score_gpt":0.34115302633941086,"score_spread":0.3091831338870663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391773709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98004,0.007886994,0.0019264806,0.0036296619,0.00076786266,0.0026541508,0.00008752282,0.00015328806,0.002854049],"genre_scores_gemma":[0.9963247,0.000029915765,0.0015081475,0.00021223749,0.0008407781,0.000104907864,0.00029319568,0.00012041879,0.000565659],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99295723,0.0003238135,0.0011210201,0.0009216064,0.0039367937,0.00073950354],"domain_scores_gemma":[0.9965396,0.00043408817,0.0002478048,0.0010488643,0.0011460214,0.000583605],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034653575,0.00043931644,0.0010975426,0.0014081362,0.00011703861,0.000012428972,0.00040239666,0.00023059582,0.0034447017],"category_scores_gemma":[0.0017856257,0.0003501907,0.00023033554,0.0021852718,0.000589204,0.00018412009,0.00054142106,0.00054621627,0.00021354757],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019484544,0.0003441856,0.2244443,0.0014611965,0.0019864885,0.00009513315,0.0025405707,0.00035728427,0.22622545,0.00036386002,0.0021335697,0.5380995],"study_design_scores_gemma":[0.01690644,0.0048089116,0.75743556,0.0021848644,0.0040723076,0.00040567562,0.0009687072,0.064841464,0.14514732,0.00039880245,0.0019854787,0.00084446016],"about_ca_topic_score_codex":0.00027343514,"about_ca_topic_score_gemma":0.000059560454,"teacher_disagreement_score":0.53725505,"about_ca_system_score_codex":0.0009444145,"about_ca_system_score_gemma":0.00007872592,"threshold_uncertainty_score":0.99989504},"labels":[],"label_agreement":null},{"id":"W4391773734","doi":"10.1016/j.sleep.2023.11.1053","title":"The benefits of 4-month CPAP therapy for management of moderate-to-severe sleep-related breathing disorders on the sleep quality, daytime alertness, quality of life, fatigue, and mental health and participation in the community among people with chronic spinal cord injury","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; University of Toronto; Health Sciences Centre; University Health Network","funders":"","keywords":"Alertness; Sleep (system call); Mental health; Medicine; Sleep quality; Breathing; Psychiatry; Quality of life (healthcare); Psychology; Insomnia; Psychotherapist","score_opus":0.057942110909016076,"score_gpt":0.39618898967882193,"score_spread":0.33824687876980586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391773734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752856,0.0054890774,0.00036270646,0.015053063,0.00008338266,0.00345407,0.000055730863,0.00001758754,0.00019879978],"genre_scores_gemma":[0.9981737,0.0011840862,0.000059944832,0.00022030501,0.000029997644,0.00022343599,0.00006573859,0.000030022715,0.000012769923],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99645346,0.0010355009,0.000928849,0.00031081677,0.00089881336,0.00037255068],"domain_scores_gemma":[0.9974167,0.0013086569,0.00034012116,0.000632697,0.00015296701,0.00014886225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049874107,0.00025199726,0.0006560752,0.0001645421,0.000359353,0.000021800575,0.00029062908,0.00006774674,0.000015621736],"category_scores_gemma":[0.00026239295,0.0001230469,0.000061232226,0.00066689687,0.00080227107,0.00010618062,0.00013240636,0.0005245317,2.6238206e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03820334,0.0014327209,0.23923051,0.006341839,0.002247012,0.0000026437822,0.046356518,0.0009130891,0.0007142638,0.03189296,0.00017739924,0.6324877],"study_design_scores_gemma":[0.0063187736,0.011431892,0.9496905,0.0017868981,0.00010972638,0.0000034322677,0.016969739,0.012448081,0.00022598587,0.00081924105,0.00003219935,0.00016350446],"about_ca_topic_score_codex":0.003985076,"about_ca_topic_score_gemma":0.0039873305,"teacher_disagreement_score":0.71046,"about_ca_system_score_codex":0.00013388385,"about_ca_system_score_gemma":0.00006213069,"threshold_uncertainty_score":0.602427},"labels":[],"label_agreement":null},{"id":"W4391773741","doi":"10.1016/j.sleep.2023.11.739","title":"Effect of adenotonsillectomy on the sleep apnoea-specific pulse rate response in children with Obstructive Sleep Apnoea","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Sleep (system call); Medicine; Audiology; Anesthesia; Pulse rate; Tonsillectomy; Pulse (music); Internal medicine; Computer science","score_opus":0.011354220112783711,"score_gpt":0.2847487802220122,"score_spread":0.2733945601092285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391773741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814805,0.0039044323,0.00018343578,0.0069662947,0.0005549999,0.0039685476,0.000042848922,0.00018396875,0.0027149797],"genre_scores_gemma":[0.99807537,0.0001020422,0.000080991325,0.00028434125,0.0006033551,0.0003469292,0.00006763057,0.000169872,0.0002694842],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9931514,0.0020058588,0.0008705077,0.0012153137,0.0017284461,0.0010284539],"domain_scores_gemma":[0.9927567,0.0048987605,0.00018987944,0.0014444375,0.00030449202,0.00040569578],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0045892247,0.00075149455,0.0012987709,0.0014851661,0.00017207414,0.0000442946,0.00057260686,0.0002655569,0.0011973979],"category_scores_gemma":[0.002227951,0.00040640633,0.00022512916,0.003065123,0.0016103238,0.00017657349,0.00016534798,0.0019262371,0.0002207759],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.18460122,0.0012643515,0.2794704,0.0017195274,0.007001713,0.004514387,0.01059887,0.00054383953,0.17058937,0.0074225073,0.0028523074,0.3294215],"study_design_scores_gemma":[0.020104818,0.025411446,0.84393704,0.0026986832,0.0010166254,0.0010916651,0.0010889128,0.0041551124,0.09728044,0.0003048749,0.0020501106,0.00086025835],"about_ca_topic_score_codex":0.0001389168,"about_ca_topic_score_gemma":0.00001561871,"teacher_disagreement_score":0.56446666,"about_ca_system_score_codex":0.0005943646,"about_ca_system_score_gemma":0.00010009719,"threshold_uncertainty_score":0.99983877},"labels":[],"label_agreement":null},{"id":"W4391773745","doi":"10.1016/j.sleep.2023.11.761","title":"Positional Obstructive Sleep Apnoea in children","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Sleep (system call); Medicine; Pediatrics; Audiology; Computer science","score_opus":0.012191008437457896,"score_gpt":0.3040495467638567,"score_spread":0.2918585383263988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391773745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96262383,0.0059421537,0.00072175456,0.008982887,0.0009778105,0.0011758051,0.000045607907,0.0002626586,0.019267498],"genre_scores_gemma":[0.99658793,0.00005740543,0.0005655375,0.00049774407,0.0014873862,0.00007387105,0.00026085056,0.00006697898,0.00040229503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705374,0.00009339849,0.00047961518,0.0006964881,0.0010695693,0.00060716236],"domain_scores_gemma":[0.9988193,0.00020853203,0.000040821782,0.00041545203,0.00017018837,0.00034571416],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004825421,0.00030217235,0.00050643797,0.0009103544,0.00006838967,0.000024684356,0.00019681355,0.00016297649,0.0026964508],"category_scores_gemma":[0.00031335265,0.00023632697,0.000120466626,0.0012161037,0.0005183577,0.00019728762,0.00010413236,0.0008911802,0.00044802012],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090789,0.00055904227,0.6274803,0.0005107288,0.0016543407,0.0023535807,0.0024034046,0.000045846355,0.03104192,0.032972705,0.003356683,0.29671356],"study_design_scores_gemma":[0.0037210858,0.0006210201,0.98398495,0.00049569434,0.00021587052,0.0013008,0.0003618053,0.003705085,0.0011556171,0.002745749,0.0014198904,0.0002724119],"about_ca_topic_score_codex":0.00016583921,"about_ca_topic_score_gemma":0.000012956746,"teacher_disagreement_score":0.35650468,"about_ca_system_score_codex":0.000467327,"about_ca_system_score_gemma":0.00006316918,"threshold_uncertainty_score":0.9982152},"labels":[],"label_agreement":null},{"id":"W4391773757","doi":"10.1016/j.sleep.2023.11.899","title":"Characterization of sleep apnea physiology and cerebral small vessel disease pathology","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Sleep apnea; Disease; Pathology; Apnea; Neuroscience; Cardiology; Psychology; Internal medicine","score_opus":0.017470950901025805,"score_gpt":0.28197310900167644,"score_spread":0.26450215810065064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391773757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889377,0.001378086,0.0016944949,0.006144493,0.00070741103,0.0005089873,0.000042634434,0.0000996349,0.0004865903],"genre_scores_gemma":[0.99806476,0.00010713429,0.00011561285,0.00038350062,0.00071985146,0.000038397855,0.00034933814,0.00004439169,0.00017701917],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99831396,0.00012036881,0.00038511303,0.0005144809,0.00030503335,0.00036102528],"domain_scores_gemma":[0.99891335,0.000121794095,0.00007313631,0.00037635243,0.00016787289,0.00034748868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029341297,0.00021328672,0.0005092828,0.00029314955,0.000045330158,0.000007255577,0.00010748783,0.00011717535,0.00047697048],"category_scores_gemma":[0.00031880016,0.0001603738,0.00006559606,0.00039725372,0.00060808513,0.000086919295,0.00011244363,0.00032870503,0.00003631889],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005114005,0.00012478826,0.019873401,0.0013918933,0.00016951565,0.00044969472,0.0007143376,7.070571e-7,0.9084666,0.002669984,0.00004007455,0.065587625],"study_design_scores_gemma":[0.0035953382,0.0013086414,0.95386773,0.0003728719,0.0006143061,0.00028520302,0.00029417695,0.015245337,0.020376863,0.0013254713,0.0024419103,0.0002721363],"about_ca_topic_score_codex":0.000012267127,"about_ca_topic_score_gemma":0.0000013696687,"teacher_disagreement_score":0.93399435,"about_ca_system_score_codex":0.000046520712,"about_ca_system_score_gemma":0.00003545705,"threshold_uncertainty_score":0.6539854},"labels":[],"label_agreement":null},{"id":"W4391773765","doi":"10.1016/j.sleep.2023.11.882","title":"Association between event-related hypoxia burden, aging, BMI and changes in electroencephalographic cortical activity in obstructive sleep apnea patients","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Hypoxia (environmental); Event-related potential; Medicine; Electroencephalography; Apnea; Sleep apnea; Association (psychology); Cardiology; Internal medicine; Neuroscience; Psychology; Psychiatry; Chemistry; Oxygen","score_opus":0.011728287502751743,"score_gpt":0.29082332526434973,"score_spread":0.279095037761598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391773765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893736,0.0011812961,0.000089688314,0.0072306134,0.00048533335,0.0010762789,0.000018954237,0.00011113541,0.0004330558],"genre_scores_gemma":[0.9989706,0.00016734996,0.000032962194,0.000074030446,0.00039935805,0.000080890975,0.00010553224,0.000053814107,0.00011545892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99619156,0.00040319216,0.0005635106,0.00080707454,0.0011354105,0.0008992608],"domain_scores_gemma":[0.9982789,0.0007597124,0.00014009488,0.0002815378,0.000213307,0.00032645103],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001216421,0.00035587474,0.00078221195,0.0013907192,0.000077082506,0.000029031826,0.00014559858,0.00033656802,0.00017930145],"category_scores_gemma":[0.0014765236,0.00030607046,0.0000746133,0.0021022954,0.00034833708,0.0002352755,0.00011530773,0.0016751379,0.000021904752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014332458,0.00013816623,0.8975153,0.0001917019,0.0003830688,0.00016177395,0.0014448151,0.00000225516,0.0076425076,0.000103086364,0.000029185629,0.09224482],"study_design_scores_gemma":[0.0048368433,0.0009942848,0.9860486,0.00040709513,0.0003184873,0.000014285249,0.0003554798,0.004850721,0.0010844858,0.00071618706,0.00014187601,0.00023165852],"about_ca_topic_score_codex":0.00045193112,"about_ca_topic_score_gemma":0.000485585,"teacher_disagreement_score":0.09201316,"about_ca_system_score_codex":0.0009781983,"about_ca_system_score_gemma":0.000039881004,"threshold_uncertainty_score":0.99993914},"labels":[],"label_agreement":null},{"id":"W4391773770","doi":"10.1016/j.sleep.2023.11.1034","title":"Screening and treatment of obstructive sleep apnea pre and post bariatric surgery reduces the need for post-operative intensive care monitoring and length of hospital stay","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Advancing Health Outcomes; Richmond Hospital; University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Intensive care; Surgery; General surgery; Emergency medicine; Intensive care medicine; Anesthesia","score_opus":0.02080675325412069,"score_gpt":0.3097356640301911,"score_spread":0.2889289107760704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391773770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.960512,0.034020104,0.00010222443,0.0029342289,0.000554186,0.0016481489,0.00015863315,0.00002750739,0.000042995485],"genre_scores_gemma":[0.9980017,0.0006584345,0.0005572349,0.000023805049,0.0005378559,0.00008548499,0.000060046936,0.000044658984,0.00003075656],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99819523,0.00009509759,0.0004585977,0.0005021359,0.00042281134,0.00032614663],"domain_scores_gemma":[0.99604017,0.0016558402,0.00013599171,0.00023687774,0.0017377721,0.00019335136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002751181,0.00030835456,0.000783332,0.00041160986,0.00014368452,0.000024313444,0.000067218956,0.00010605022,0.000011162114],"category_scores_gemma":[0.0012566221,0.00018338113,0.00009917735,0.00036486692,0.00090025656,0.00017090929,0.00009551079,0.00021338118,1.8445945e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002573649,0.00010866051,0.13496114,0.0013685141,0.0028787644,0.00010144337,0.13468313,0.00000498825,0.07050901,0.0002813492,0.000023606082,0.65250576],"study_design_scores_gemma":[0.00522388,0.011216915,0.51200134,0.0010325431,0.0018609851,0.00012984763,0.39845005,0.0017064576,0.0679229,0.00005518667,0.000078273006,0.00032159625],"about_ca_topic_score_codex":0.0004293156,"about_ca_topic_score_gemma":0.000007028597,"teacher_disagreement_score":0.6521841,"about_ca_system_score_codex":0.0001076645,"about_ca_system_score_gemma":0.000056035246,"threshold_uncertainty_score":0.74780655},"labels":[],"label_agreement":null},{"id":"W4391773796","doi":"10.1016/j.sleep.2023.11.1095","title":"Evaluating the feasibility of out-of-center sleep testing (OCST), level II polysomnography (PSG) — The experience of a Canadian service provider","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Polysomnography; Center (category theory); Sleep (system call); Service (business); Medicine; Psychology; Audiology; Psychiatry; Computer science; Business; Chemistry; Marketing; Electroencephalography","score_opus":0.24209402983097164,"score_gpt":0.42451480496153904,"score_spread":0.1824207751305674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391773796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97927123,0.0019555166,0.00012099938,0.013596951,0.0006991481,0.0016621626,0.00006763095,0.000036153582,0.0025901895],"genre_scores_gemma":[0.99797344,0.000008557995,0.0010086223,0.00050775707,0.00028960448,0.000073913645,0.0000151109625,0.000039988674,0.00008300706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99612904,0.0002877543,0.0009407902,0.00051917497,0.0015327391,0.0005904944],"domain_scores_gemma":[0.99604565,0.0010627375,0.00025643758,0.0011032509,0.0012359491,0.00029599143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025991444,0.00027677373,0.00058933545,0.0006963533,0.0002302585,0.000011609923,0.0005963343,0.00010212613,0.00027883015],"category_scores_gemma":[0.003120138,0.0001451587,0.00016301869,0.0033938175,0.0012578714,0.00012504369,0.00023640454,0.00061714085,0.0000057436932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069612375,0.0005096292,0.36669284,0.003707564,0.0011323811,0.000069776645,0.11463263,0.00006417105,0.28664738,0.0009937629,0.00038904825,0.22446471],"study_design_scores_gemma":[0.015102918,0.012182128,0.63509303,0.009641519,0.0028906236,0.0005751054,0.09315704,0.15305279,0.073138386,0.0016954812,0.0023079072,0.0011630516],"about_ca_topic_score_codex":0.065443754,"about_ca_topic_score_gemma":0.022423845,"teacher_disagreement_score":0.26840022,"about_ca_system_score_codex":0.00016324139,"about_ca_system_score_gemma":0.00035918015,"threshold_uncertainty_score":0.9954144},"labels":[],"label_agreement":null},{"id":"W4391773808","doi":"10.1016/j.sleep.2023.11.934","title":"Effect of high flow nasal cannula and continuous positive airway pressure on the sleep apnea-specific hypoxic burden and pulse rate response in children with Obstructive Sleep Apnea","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Continuous positive airway pressure; Medicine; Nasal cannula; Obstructive sleep apnea; Cannula; Airway; Sleep apnea; Anesthesia; Apnea; Pulse (music); Pulse rate; Sleep (system call); Cardiology; Internal medicine; Surgery; Blood pressure","score_opus":0.0055397460177669935,"score_gpt":0.24624877050981706,"score_spread":0.24070902449205006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391773808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98117435,0.0076373103,0.0001695042,0.006661112,0.00033421835,0.0032776007,0.00018683777,0.00009367857,0.00046539135],"genre_scores_gemma":[0.99842036,0.00009439162,0.00009837732,0.0001329962,0.0006499846,0.0001756078,0.00008134551,0.00012438162,0.0002225764],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.994746,0.001608538,0.0006188597,0.0011589443,0.0010896443,0.0007779628],"domain_scores_gemma":[0.9949639,0.0033930873,0.00016564695,0.0007820299,0.00029468513,0.0004006677],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027566513,0.0006818689,0.0012733559,0.00076661614,0.0001726981,0.000059977214,0.00029060908,0.00025944196,0.00020370021],"category_scores_gemma":[0.0011460823,0.00039125409,0.00009367809,0.0010685003,0.0018599598,0.00018075464,0.00019697848,0.0013202219,0.000016059139],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.11837955,0.00034238017,0.07815099,0.0013153524,0.0065417327,0.0028265116,0.016472138,0.0005504093,0.07477153,0.0022919117,0.0004523917,0.6979051],"study_design_scores_gemma":[0.022145703,0.026846694,0.88343126,0.0019510407,0.0018319389,0.0014874528,0.0019456671,0.02011728,0.038723785,0.0002122248,0.00047296457,0.00083398784],"about_ca_topic_score_codex":0.00054511934,"about_ca_topic_score_gemma":0.000026020081,"teacher_disagreement_score":0.80528027,"about_ca_system_score_codex":0.00017858631,"about_ca_system_score_gemma":0.000050255254,"threshold_uncertainty_score":0.9998539},"labels":[],"label_agreement":null},{"id":"W4391778499","doi":"10.1016/j.sleep.2023.11.729","title":"Association between Sleep Apnoea-Specific Hypoxic Burden and blood pressure in children with OSA","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Sleep (system call); Blood pressure; Association (psychology); Cardiology; Hypoxia (environmental); Pediatrics; Internal medicine; Psychology; Computer science; Oxygen","score_opus":0.011879161122014086,"score_gpt":0.26576090941300184,"score_spread":0.25388174829098775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391778499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96485114,0.020461574,0.00014829914,0.010585624,0.0002068269,0.0012771384,0.000041484596,0.00019517083,0.0022327362],"genre_scores_gemma":[0.9954328,0.0003369473,0.00025971237,0.00007007023,0.00252336,0.00005231968,0.00014561642,0.0000742619,0.0011049331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996902,0.00013443589,0.0004328018,0.00072441984,0.0012002278,0.00060611736],"domain_scores_gemma":[0.99867004,0.0003480136,0.000089499474,0.00041932586,0.0001550228,0.000318123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000905146,0.00031431546,0.0006379578,0.00061371434,0.00007458549,0.000047060854,0.00016255701,0.00023063307,0.0004490993],"category_scores_gemma":[0.0002935761,0.00022687828,0.000051479736,0.0009546012,0.00024502946,0.00017084314,0.00009397595,0.0009108589,0.00005962625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011447675,0.00006260113,0.9161759,0.00023003801,0.0027893605,0.0001692291,0.0010390161,0.0000063448733,0.0034979181,0.00022048283,0.0005965022,0.07509811],"study_design_scores_gemma":[0.0067490726,0.0011550864,0.9777964,0.00058241974,0.0027121895,0.00020609974,0.000268452,0.0005457702,0.0012634451,0.00020664712,0.008225692,0.00028875648],"about_ca_topic_score_codex":0.00021482306,"about_ca_topic_score_gemma":0.000023863986,"teacher_disagreement_score":0.07480936,"about_ca_system_score_codex":0.0001574314,"about_ca_system_score_gemma":0.000034810757,"threshold_uncertainty_score":0.92518276},"labels":[],"label_agreement":null},{"id":"W4391788413","doi":"10.1016/j.sleep.2023.11.997","title":"Obstructive sleep apnea severity is associated with longitudinal cholinergic basal forebrain volume changes in late middle-aged and older adults","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke; Institut Universitaire de Gériatrie de Montréal; Canadian Sleep & Circadian Network; Université Laval; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Basal forebrain; Basal (medicine); Obstructive sleep apnea; Medicine; Cholinergic neuron; Cholinergic; Sleep (system call); Cardiology; Internal medicine","score_opus":0.019436587383283608,"score_gpt":0.2724728901406459,"score_spread":0.2530363027573623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391788413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98469263,0.002614032,0.00020892116,0.00946113,0.0004808786,0.0013409334,0.00008941503,0.00020812324,0.00090392603],"genre_scores_gemma":[0.99676853,0.0000732246,0.00022336314,0.0007501635,0.00057779934,0.00012319598,0.00020559743,0.000115456,0.0011626761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958972,0.00020066871,0.0005277913,0.0011729392,0.0012133758,0.0009880429],"domain_scores_gemma":[0.99819773,0.0003481929,0.00012883979,0.0004918397,0.0003140121,0.00051935436],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00096622354,0.0005609737,0.000996228,0.00081771705,0.00013281955,0.000048312082,0.0002053929,0.0003074552,0.0011006563],"category_scores_gemma":[0.00067995285,0.00041395545,0.00008711004,0.001583682,0.0008710465,0.00026721187,0.00016730733,0.0012840461,0.000034042423],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004150243,0.000705956,0.831845,0.0023445124,0.002298532,0.006971057,0.031669274,0.00002634933,0.0025296146,0.00019514645,0.0015552773,0.11570904],"study_design_scores_gemma":[0.01142956,0.0014583655,0.9233573,0.0026023982,0.00041499737,0.00020145765,0.001713424,0.05727004,0.0006246077,0.00027802214,0.00016329653,0.00048654136],"about_ca_topic_score_codex":0.00040324187,"about_ca_topic_score_gemma":0.0011844011,"teacher_disagreement_score":0.1152225,"about_ca_system_score_codex":0.00044163576,"about_ca_system_score_gemma":0.000056291865,"threshold_uncertainty_score":0.9998312},"labels":[],"label_agreement":null},{"id":"W4391932402","doi":"10.1080/10255842.2024.2317438","title":"A multi-branch convolutional neural network for snoring detection based on audio","year":2024,"lang":"en","type":"article","venue":"Computer Methods in Biomechanics & Biomedical Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Computer science; Convolutional neural network; Mel-frequency cepstrum; Preprocessor; Speech recognition; Pattern recognition (psychology); Artificial intelligence; Artificial neural network; Deep learning; Frequency domain; Feature extraction; Computer vision","score_opus":0.038448111594220555,"score_gpt":0.3696283273055721,"score_spread":0.33118021571135153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391932402","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00529452,0.00041277136,0.9867486,0.0003261394,0.006130019,0.0007023149,0.000019465448,0.00036286406,0.0000033082054],"genre_scores_gemma":[0.26986158,0.0000053538247,0.7282123,0.00013078809,0.0015219308,0.0001535059,0.000036065205,0.000069421534,0.000009079765],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975577,0.00012554936,0.00046377434,0.00065844017,0.00047913304,0.0007154173],"domain_scores_gemma":[0.998142,0.0011388507,0.000033354354,0.0002867038,0.00008674071,0.00031237394],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018303434,0.00029398527,0.0004242595,0.0009751779,0.00006692559,0.00005941807,0.00018889764,0.0002802656,0.000023550656],"category_scores_gemma":[0.00029187108,0.00027715813,0.00022412176,0.0015608539,0.00006184132,0.00007327113,0.00009453211,0.00071194285,0.00000876454],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012341181,0.00013162996,0.000011744863,0.00069595664,0.0000973055,0.00007333176,0.000033883054,0.014023682,0.45982936,0.0004367594,0.000048349248,0.5244946],"study_design_scores_gemma":[0.0016143819,0.0005237477,0.0002691102,0.00041724156,0.00003353862,0.00005073197,0.000002402011,0.9730667,0.018450761,0.000174309,0.0051584,0.00023866697],"about_ca_topic_score_codex":0.0000055852197,"about_ca_topic_score_gemma":6.4041086e-7,"teacher_disagreement_score":0.959043,"about_ca_system_score_codex":0.00049493706,"about_ca_system_score_gemma":0.00006970997,"threshold_uncertainty_score":0.99996805},"labels":[],"label_agreement":null},{"id":"W4391994318","doi":"10.3390/jcm13051232","title":"Patient-Reported Outcomes of Maxillomandibular Surgery for Obstructive Sleep Apnea Treatment: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Quality of life (healthcare); Patient satisfaction; Physical therapy; Epworth Sleepiness Scale; Randomized controlled trial; Sleep apnea; Apnea; Polysomnography; Surgery; Internal medicine; Nursing","score_opus":0.21159637656738106,"score_gpt":0.5183919120387159,"score_spread":0.30679553547133487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391994318","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014182195,0.98963726,0.00013838102,0.0012435332,0.0037211098,0.0048180837,0.000054592263,0.000022956954,0.00022228212],"genre_scores_gemma":[0.0000679106,0.99667263,0.00080510555,0.00022765849,0.0017498868,0.00013812605,0.00008172081,0.00014975056,0.000107199914],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.98454964,0.00069863047,0.011823538,0.00068457774,0.0016891597,0.0005544304],"domain_scores_gemma":[0.9779978,0.010553823,0.007997758,0.000891676,0.0017886128,0.00077034306],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.005134449,0.0008390951,0.017637076,0.0010939593,0.00005014065,0.000012150663,0.0002987121,0.0006039465,0.00025289602],"category_scores_gemma":[0.033328164,0.00043136397,0.0059662117,0.00093551236,0.00068370864,0.00011935544,0.000113223,0.0014774213,0.000016228718],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026151226,0.00032534814,0.0010932214,0.21737453,0.007213012,0.0011116766,0.000027513543,2.9836844e-8,2.965483e-7,0.000012890545,0.00063201785,0.7719479],"study_design_scores_gemma":[0.0030420937,0.0051986473,0.000284982,0.6932365,0.04372061,0.0022147202,0.00004522075,0.000005801373,0.0000023389669,0.00008964061,0.2518563,0.00030316575],"about_ca_topic_score_codex":0.0000068857958,"about_ca_topic_score_gemma":0.0000012496668,"teacher_disagreement_score":0.7716448,"about_ca_system_score_codex":0.00034122317,"about_ca_system_score_gemma":0.0014371894,"threshold_uncertainty_score":0.9998138},"labels":[],"label_agreement":null},{"id":"W4391999071","doi":"10.1016/j.smrv.2024.101910","title":"Personality traits and pre-treatment beliefs and cognitions predicting patient adherence to continuous positive airway pressure: A systematic review","year":2024,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Imperial College London","keywords":"Big Five personality traits; Continuous positive airway pressure; Personality; Psychology; Cognition; Clinical psychology; Medicine; Social psychology; Psychiatry; Internal medicine; Obstructive sleep apnea","score_opus":0.05679393084346733,"score_gpt":0.3860941923042443,"score_spread":0.32930026146077696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391999071","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017032127,0.9588709,0.000040492163,0.0007193994,0.00020083327,0.038757164,0.0005437379,0.00010744052,0.00074299355],"genre_scores_gemma":[0.00003719459,0.9895965,0.00022617092,0.00057154015,0.0004651953,0.007943778,0.00026607083,0.00013544988,0.0007581083],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99182534,0.0017069725,0.0029792446,0.0016477652,0.0010932513,0.00074745395],"domain_scores_gemma":[0.9958792,0.0008304369,0.0009932481,0.00075285824,0.0004544248,0.0010898586],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0020414428,0.00133715,0.010160776,0.00043779545,0.000198744,0.0000624809,0.0002524345,0.00030491158,0.00020176936],"category_scores_gemma":[0.004201554,0.0007522573,0.00076108164,0.0010654444,0.00041634048,0.00010687622,0.00031513226,0.0009822793,0.00018564581],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009071862,0.00008848778,0.0000042069473,0.54421073,0.001153543,0.00007779701,0.0007981821,2.8782243e-9,0.0000011651257,0.00001742397,0.00049659493,0.4531428],"study_design_scores_gemma":[0.0004955801,0.0030199979,0.000017025906,0.6932838,0.051750112,0.0012656006,0.00010650821,0.0000084341145,5.2376856e-7,0.000004799742,0.24966006,0.00038755886],"about_ca_topic_score_codex":0.00012377887,"about_ca_topic_score_gemma":0.000032794593,"teacher_disagreement_score":0.45275524,"about_ca_system_score_codex":0.00044276568,"about_ca_system_score_gemma":0.00018998508,"threshold_uncertainty_score":0.99993795},"labels":[],"label_agreement":null},{"id":"W4392005329","doi":"10.4103/drj.drj_568_22","title":"Relationship between periodontal disease and obstructive sleep apnea in adults: A systematic review","year":2024,"lang":"en","type":"review","venue":"Dental Research Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Periodontal disease; Medicine; Disease; Sleep apnea; Sleep (system call); Dentistry; Intensive care medicine; Internal medicine; Computer science","score_opus":0.1109326736474762,"score_gpt":0.4490774360818918,"score_spread":0.3381447624344156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392005329","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001131269,0.9910725,0.000006129546,0.00016953098,0.0001816064,0.0069129346,0.00019947065,0.0000313203,0.00029525792],"genre_scores_gemma":[0.007992382,0.9898836,0.00006571156,0.000016854823,0.00063504203,0.0006994237,0.00016804344,0.00016445562,0.00037445803],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98923135,0.0032696272,0.0020075033,0.00092373055,0.0033933567,0.0011744547],"domain_scores_gemma":[0.9945721,0.0020445448,0.00037562533,0.00070505694,0.00054126425,0.0017614133],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005794241,0.00066395185,0.0036880916,0.0026282591,0.00038207296,0.0004503526,0.00064941077,0.00035799126,0.00010765862],"category_scores_gemma":[0.010928182,0.00046197796,0.0009601875,0.0023839555,0.00064709765,0.00036580482,0.00075067114,0.008235349,0.00067860313],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080220394,0.000072631374,0.011326101,0.9221145,0.00052539824,0.0051005976,0.00012287355,6.3172636e-9,4.8836316e-8,0.00015463721,0.000075225915,0.060427774],"study_design_scores_gemma":[0.00079567573,0.00026622863,0.006445363,0.975651,0.0053938515,0.0067162514,0.00065513357,0.000020430594,5.7521383e-8,0.00029736702,0.0033519266,0.0004067031],"about_ca_topic_score_codex":0.00002101225,"about_ca_topic_score_gemma":0.000015895792,"teacher_disagreement_score":0.060021073,"about_ca_system_score_codex":0.002470887,"about_ca_system_score_gemma":0.00081393216,"threshold_uncertainty_score":0.9997832},"labels":[],"label_agreement":null},{"id":"W4392018112","doi":"10.3389/fpubh.2024.1348441","title":"Association between risk of obstructive sleep apnea severity and risk of severe COVID-19 symptoms: insights from salivary and serum cytokines","year":2024,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Dasman Diabetes Institute; Kuwait Foundation for the Advancement of Sciences","keywords":"Medicine; Saliva; Obstructive sleep apnea; Internal medicine; Logistic regression; Risk factor; Sleep apnea; Severity of illness; Systemic inflammation; Immune system; Confounding; Immunology; Inflammation","score_opus":0.01945379131843996,"score_gpt":0.2977637609146493,"score_spread":0.27830996959620935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392018112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98270684,0.0044257534,0.005408805,0.0034091845,0.0005265886,0.0007784667,0.0024927114,0.00007030562,0.0001813567],"genre_scores_gemma":[0.9925225,0.0018023532,0.0051245536,0.00012527524,0.00018358366,0.000018308432,0.00015225982,0.000036257246,0.000034910085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963406,0.0010943855,0.0007260417,0.0006162295,0.0007226064,0.00050013576],"domain_scores_gemma":[0.99732167,0.0009769332,0.00047325474,0.00034371036,0.00022116747,0.000663292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016472643,0.00024289206,0.00092322583,0.0007398229,0.0001320879,0.00004703655,0.0001440124,0.00030786573,0.000029259269],"category_scores_gemma":[0.002728199,0.00022275966,0.00008401218,0.0009093468,0.00031427518,0.0004142919,0.00017500784,0.0008318467,0.0000012003284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008695587,0.000058635924,0.912284,0.00080469425,0.001476874,0.00000892004,0.004443087,0.0000031259906,0.000009753262,0.0001135136,0.0008275588,0.07988284],"study_design_scores_gemma":[0.0017772892,0.00024421216,0.9826101,0.00008885545,0.00021829076,0.0000061688215,0.0022381467,0.0037606577,0.00005016272,0.0061768456,0.0026655637,0.00016369543],"about_ca_topic_score_codex":0.0049858103,"about_ca_topic_score_gemma":0.00019860153,"teacher_disagreement_score":0.07971914,"about_ca_system_score_codex":0.0014818944,"about_ca_system_score_gemma":0.00067907776,"threshold_uncertainty_score":0.9083875},"labels":[],"label_agreement":null},{"id":"W4392056215","doi":"10.1017/cjn.2024.25","title":"Cannabinoid Use and Obstructive Sleep Apnea: A Retrospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Obstructive sleep apnea; Polysomnography; Retrospective cohort study; Medicine; Cohort; Sleep apnea; Cohort study; Internal medicine; Apnea; Pediatrics","score_opus":0.03274254360974496,"score_gpt":0.2983836416725437,"score_spread":0.2656410980627988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392056215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922627,0.0014514455,0.00002851656,0.0032524525,0.0011683233,0.0005959623,0.000019788526,0.000035501653,0.0011852724],"genre_scores_gemma":[0.9978419,0.0001200328,0.000836112,0.00078000553,0.00035001177,0.000007989687,2.6149223e-7,0.000021532385,0.00004213856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942601,0.0010239512,0.00084857416,0.0009426661,0.0014557068,0.0014690491],"domain_scores_gemma":[0.9950481,0.0006509961,0.00034148278,0.00019833593,0.0010227822,0.0027383189],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0049498626,0.00040719713,0.0007666049,0.0017998643,0.0021961338,0.0018889395,0.0010106008,0.00019155486,0.00018955253],"category_scores_gemma":[0.0048928484,0.00026554518,0.0002393762,0.0023204405,0.009463465,0.0018687337,0.00012298491,0.0023190824,0.0000044503868],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010682089,0.000043770062,0.97257024,0.000011300501,0.00008765574,0.022072416,0.0006914488,0.00010473086,0.000054116557,0.0006523764,0.00015662308,0.0034485008],"study_design_scores_gemma":[0.0003105639,0.058210935,0.8884351,0.000029319284,0.00013237464,0.045552336,0.0006521592,0.0021651408,0.000038448434,0.0037984282,0.00044792474,0.0002272196],"about_ca_topic_score_codex":0.0035251298,"about_ca_topic_score_gemma":0.039489247,"teacher_disagreement_score":0.084135085,"about_ca_system_score_codex":0.0007395447,"about_ca_system_score_gemma":0.0023822004,"threshold_uncertainty_score":0.9999826},"labels":[],"label_agreement":null},{"id":"W4392164973","doi":"10.1503/cmaj.230897","title":"Pediatric obstructive sleep apnea","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Obstructive sleep apnea; Medicine; Airway obstruction; Obesity; Sleep (system call); Sleep apnea; Airway; Apnea; Cardiology; Internal medicine; Pediatrics; Anesthesia","score_opus":0.009243208627927072,"score_gpt":0.27235878081598813,"score_spread":0.2631155721880611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392164973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8244834,0.005052197,0.0014607983,0.10539425,0.009394147,0.0006140964,0.00010917896,0.00023844007,0.053253487],"genre_scores_gemma":[0.98777056,0.00012273827,0.00027146924,0.0025990452,0.008115577,0.0000098602495,0.000013442842,0.00004385115,0.0010534358],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960411,0.00014975366,0.0004071488,0.0002559292,0.0024135427,0.0007324986],"domain_scores_gemma":[0.9958931,0.00029463784,0.00007319269,0.00012321137,0.00060306425,0.003012799],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014984711,0.00014926493,0.00025281723,0.0006909426,0.00022700624,0.00020302394,0.00018786173,0.00044061308,0.010779699],"category_scores_gemma":[0.0030941293,0.00013028999,0.00018861282,0.0008446594,0.000054459364,0.00020044317,0.000024325835,0.0022456476,0.0014828909],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032046722,0.00005937606,0.3325265,0.00014330674,0.00087887037,0.013501555,0.00082682964,0.0000031429572,0.00007115857,0.0027564936,0.097766936,0.5514338],"study_design_scores_gemma":[0.0023140223,0.00027040482,0.33954647,0.00010947884,0.00038132866,0.0082722735,0.0010911924,0.008479776,0.00009151686,0.0014633633,0.63749945,0.00048074021],"about_ca_topic_score_codex":0.00051925046,"about_ca_topic_score_gemma":0.0013816365,"teacher_disagreement_score":0.55095303,"about_ca_system_score_codex":0.0028149874,"about_ca_system_score_gemma":0.0028457101,"threshold_uncertainty_score":0.9992946},"labels":[],"label_agreement":null},{"id":"W4392206722","doi":"10.1177/14799731241236492","title":"Evaluation of nocturnal apnea and airflow limitation as indicators for cognitive dysfunction in patients with chronic obstructive pulmonary disease/obstructive sleep apnea hypopnea syndrome overlap syndrome","year":2024,"lang":"en","type":"article","venue":"Chronic Respiratory Disease","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; COPD; Hypopnea; Epworth Sleepiness Scale; Internal medicine; Hypoxemia; Overlap syndrome; Sleep apnea; Apnea–hypopnea index; Montreal Cognitive Assessment; Cardiology; Physical therapy; Polysomnography; Apnea; Disease; Cognitive impairment","score_opus":0.018510189179477176,"score_gpt":0.28856344567865777,"score_spread":0.2700532564991806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392206722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829785,0.009550777,0.00053835916,0.0000802747,0.0003764771,0.0055407467,0.00071468594,0.000095299634,0.0001248637],"genre_scores_gemma":[0.99753076,0.0000152532975,0.000049739723,0.000060055245,0.00018535972,0.0013014727,0.0006855458,0.00014518917,0.000026596574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99418294,0.0005096936,0.00078534003,0.0013469333,0.0024322302,0.0007428796],"domain_scores_gemma":[0.99650925,0.00046024963,0.00034138246,0.0005333875,0.0012414263,0.00091430254],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009231574,0.00059348415,0.0006803736,0.0014674568,0.00021528552,0.00009169634,0.0001850123,0.00021650248,0.00016710586],"category_scores_gemma":[0.0012504347,0.00053707935,0.00024663573,0.001288867,0.00081991765,0.0010346229,0.00012286849,0.0006279674,0.000038118567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009888965,0.0012318396,0.49185705,0.005171813,0.0017127453,0.0009969054,0.00050047593,0.0011214569,0.0003657682,0.0004277598,0.000018601597,0.4867066],"study_design_scores_gemma":[0.009738368,0.0024095431,0.9561609,0.00092366885,0.0025186723,0.000051346426,0.00030701188,0.026153693,0.00015165882,0.0009763942,0.00009717863,0.0005115366],"about_ca_topic_score_codex":0.000011124955,"about_ca_topic_score_gemma":0.000008988878,"teacher_disagreement_score":0.4861951,"about_ca_system_score_codex":0.0038147557,"about_ca_system_score_gemma":0.0026734632,"threshold_uncertainty_score":0.99970806},"labels":[],"label_agreement":null},{"id":"W4392261670","doi":"10.1016/j.msom.2023.12.049","title":"Analyse automatisée des mouvements mandibulaires pour optimiser la titration de l’orthèse d’avancée mandibulaire dans le syndrome d’apnées du sommeil","year":2024,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Biology","score_opus":0.013243752852064646,"score_gpt":0.27980024578644014,"score_spread":0.2665564929343755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392261670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9386603,0.0151818115,0.024014546,0.014134968,0.001667838,0.0011300368,0.00033413796,0.00058649044,0.0042898403],"genre_scores_gemma":[0.97527826,0.0014982668,0.006847322,0.0003352804,0.0014215193,0.00021070727,0.00043213952,0.0003059116,0.013670606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9933716,0.00087383523,0.0012086552,0.0013323185,0.001341172,0.0018723917],"domain_scores_gemma":[0.9966118,0.00071789493,0.0002102337,0.001081129,0.00041389445,0.00096507743],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018914054,0.00097574946,0.00110719,0.00089882495,0.00084682234,0.0006712468,0.00068638305,0.00060433,0.0032142766],"category_scores_gemma":[0.000651309,0.0009666412,0.00055801374,0.0013909863,0.0011953561,0.0012184425,0.00046000566,0.0011749435,0.0014947427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010061503,0.024125088,0.6381415,0.0100977495,0.008819529,0.04684028,0.016034994,0.0051760706,0.033507146,0.030717274,0.037419718,0.1481145],"study_design_scores_gemma":[0.037407033,0.0014333382,0.6095645,0.004357125,0.0026695102,0.006940963,0.008078486,0.28126603,0.012798859,0.0066755665,0.026928298,0.0018802994],"about_ca_topic_score_codex":0.002239952,"about_ca_topic_score_gemma":0.0006600565,"teacher_disagreement_score":0.27608997,"about_ca_system_score_codex":0.002081751,"about_ca_system_score_gemma":0.0010778778,"threshold_uncertainty_score":0.9992827},"labels":[],"label_agreement":null},{"id":"W4392343380","doi":"10.1007/s10439-024-03475-3","title":"The Effect of Simulated Obstructive Apneas on Mechanical Characteristics of Lower Airways in Individuals with Asthma","year":2024,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Lung Health Foundation","keywords":"Mouthpiece; Medicine; Asthma; Airway resistance; Airway; Obstructive sleep apnea; Supine position; Thorax (insect anatomy); Anesthesia; Respiratory system; Apnea; Internal medicine; Anatomy; Dentistry","score_opus":0.012092482030754158,"score_gpt":0.29478822140772387,"score_spread":0.28269573937696973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392343380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980592,0.00022054807,0.0005144111,0.00051094213,0.00018904277,0.00036554813,0.000057930378,0.00003132029,0.000051025552],"genre_scores_gemma":[0.99966383,0.000033445325,0.00016590516,0.000009172226,0.00006373769,0.000009107183,0.000015374471,0.000032111748,0.0000073009614],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99801165,0.000065747896,0.00050891534,0.00022769035,0.0008588089,0.00032716064],"domain_scores_gemma":[0.9978827,0.0014834906,0.000080452344,0.00026385975,0.00013030425,0.000159157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090388104,0.00017972,0.0005465467,0.0003784197,0.000013896095,0.000008366827,0.0001655279,0.00015119498,0.000033256296],"category_scores_gemma":[0.0012789087,0.0001071495,0.00012001997,0.00082473905,0.00027896336,0.000044680808,0.000074167954,0.0004683478,0.0000037624084],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008534541,0.0012388882,0.010251147,0.009478048,0.0045641754,0.0013065191,0.0010275381,0.0023457797,0.40173867,0.012357743,0.00013765642,0.5470193],"study_design_scores_gemma":[0.0041510225,0.021016251,0.12493483,0.005059848,0.00016494612,0.00007752081,0.000101860554,0.14974406,0.691088,0.00013448125,0.0030966273,0.0004305417],"about_ca_topic_score_codex":0.000010450753,"about_ca_topic_score_gemma":3.1157796e-7,"teacher_disagreement_score":0.5465887,"about_ca_system_score_codex":0.000030291347,"about_ca_system_score_gemma":0.00004045261,"threshold_uncertainty_score":0.436943},"labels":[],"label_agreement":null},{"id":"W4392357219","doi":"10.1002/ohn.683","title":"Comparison of Epworth Sleepiness Scale and OSA‐18 Scores With Polysomnography in Children","year":2024,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Epworth Sleepiness Scale; Medicine; Polysomnography; Obstructive sleep apnea; Body mass index; Confidence interval; Apnea–hypopnea index; Internal medicine; Logistic regression; Apnea; Physical therapy","score_opus":0.015153419850739517,"score_gpt":0.3235625990447822,"score_spread":0.30840917919404265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392357219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947747,0.0030103687,0.00014593422,0.0003511792,0.00005582633,0.0005044547,0.000013891497,0.00004470976,0.001098947],"genre_scores_gemma":[0.99902225,0.000028599996,0.000739762,0.000043231033,0.000051395695,0.000030312403,0.00003056923,0.000026662845,0.000027234453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879,0.000077696255,0.00025123518,0.0003619529,0.00021812387,0.00030097016],"domain_scores_gemma":[0.9994706,0.00008335143,0.000038460275,0.00024330431,0.000058741756,0.00010557697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014856023,0.00014236064,0.0004680822,0.0006394468,0.00002719347,0.000013282971,0.00009412594,0.000112073976,0.00012970244],"category_scores_gemma":[0.000027707329,0.00011015236,0.00004894505,0.0007459255,0.00051891716,0.00008094229,0.000082211205,0.00037148307,0.000009501621],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025161862,0.00015369372,0.9881185,0.00018633381,0.00016962076,0.00006172312,0.0002496999,0.0000019535814,0.004629629,0.00044386744,0.000046310048,0.0056870095],"study_design_scores_gemma":[0.0011645838,0.0005932499,0.99035066,0.00013653476,0.00006680362,0.0003313491,0.00006920075,0.00078979915,0.00625618,0.00006532835,0.00007645433,0.000099839745],"about_ca_topic_score_codex":0.00030601173,"about_ca_topic_score_gemma":0.00025900346,"teacher_disagreement_score":0.00558717,"about_ca_system_score_codex":0.000022163706,"about_ca_system_score_gemma":0.000038831135,"threshold_uncertainty_score":0.4491883},"labels":[],"label_agreement":null},{"id":"W4392396677","doi":"","title":"Dysfunction in Automatic Processing of Emotional Facial Expressions in Patients with Obstructive Sleep Apnea Syndrome: An Event-Related Potential Study","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Event-related potential; Sleep apnea; Sleep (system call); Event (particle physics); Medicine; Facial expression; Psychology; Audiology; Cardiology; Electroencephalography; Psychiatry; Computer science; Communication","score_opus":0.09473181907578475,"score_gpt":0.46945850326820576,"score_spread":0.374726684192421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392396677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966965,0.00026462454,0.00041918072,0.000072338335,0.0001768786,0.0021785994,0.000041664647,0.000031382096,0.00011888047],"genre_scores_gemma":[0.99949586,0.0000106569705,0.00024037286,0.000025597763,0.00004178278,0.00006465337,0.000054277,0.000058654463,0.000008117229],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99530035,0.00059476646,0.0013023788,0.00062754715,0.0017503861,0.0004245415],"domain_scores_gemma":[0.99766827,0.000090330155,0.0008669897,0.00031399928,0.00067848864,0.00038194386],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065418566,0.00034190586,0.001036172,0.0012947246,0.00015917375,0.00021249808,0.0008961297,0.00014368826,0.0029029152],"category_scores_gemma":[0.0004731722,0.00028871198,0.00010546068,0.002327853,0.00020435844,0.0026040399,0.0005062816,0.0008660461,0.0000049808186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001843693,0.003013125,0.95426166,0.00021398612,0.00026666248,0.00017526292,0.0016569634,0.0017093739,0.014904298,0.0000020574305,0.00001579918,0.021937147],"study_design_scores_gemma":[0.0076595987,0.00037963974,0.9815807,0.00061385887,0.00013226809,0.00001928185,0.0014269844,0.006744083,0.0010351961,0.00014825315,0.0000013294457,0.00025881277],"about_ca_topic_score_codex":0.00026710046,"about_ca_topic_score_gemma":0.00003949781,"teacher_disagreement_score":0.027319063,"about_ca_system_score_codex":0.00027031312,"about_ca_system_score_gemma":0.00019817894,"threshold_uncertainty_score":0.9999565},"labels":[],"label_agreement":null},{"id":"W4392466776","doi":"10.1111/jsr.14183","title":"Air pollution, weather and positive airway pressure treatment adherence in adults with sleep apnea: a retrospective community‐based repeated‐measures longitudinal study","year":2024,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of British Columbia; Ottawa Hospital; Health Canada; University of Ottawa","funders":"Health Canada; Lung Health Foundation; Ottawa Hospital Research Institute","keywords":"Interquartile range; Medicine; Quartile; Confidence interval; Positive airway pressure; Obstructive sleep apnea; Internal medicine","score_opus":0.05399193712198558,"score_gpt":0.3658722146287287,"score_spread":0.31188027750674313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392466776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99047124,0.0036369653,0.00029090367,0.0022207568,0.0000923192,0.0020599982,0.00005056561,0.00003592843,0.0011413251],"genre_scores_gemma":[0.9989298,0.00008493991,0.00030652425,0.00002474611,0.00021105021,0.00008183268,0.0000066535217,0.00006566994,0.00028879385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934756,0.0020598285,0.00065845303,0.00053840363,0.002506388,0.00076131575],"domain_scores_gemma":[0.9956202,0.0006736886,0.00015014577,0.0005859881,0.0025229803,0.00044700646],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0042067724,0.00035363104,0.0007627836,0.001693059,0.00038809748,0.00015307979,0.00033967968,0.00016369754,0.00010527934],"category_scores_gemma":[0.00057304464,0.00023482958,0.00014965601,0.0019104886,0.0007060314,0.00040511118,0.00016141533,0.0032160527,0.0000155682],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021559868,0.006180685,0.9056486,0.0005098706,0.0032577398,0.007871641,0.018815413,0.00029220895,0.0017997466,0.00013149621,0.00015160814,0.033781115],"study_design_scores_gemma":[0.010989339,0.04091317,0.9280147,0.0016999171,0.0003625068,0.00082514295,0.011598739,0.002610672,0.0024757576,0.00012422491,0.00013604212,0.0002497935],"about_ca_topic_score_codex":0.0017635694,"about_ca_topic_score_gemma":0.0011301592,"teacher_disagreement_score":0.034732483,"about_ca_system_score_codex":0.0013664713,"about_ca_system_score_gemma":0.00040591773,"threshold_uncertainty_score":0.9990836},"labels":[],"label_agreement":null},{"id":"W4392519140","doi":"10.1016/j.jaip.2023.12.040","title":"Managing CPAP Rhinitis","year":2024,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Nasal administration; Airway; Intensive care medicine; Sleep apnea; Anesthesia; Immunology","score_opus":0.039869257856268825,"score_gpt":0.40822057524771543,"score_spread":0.3683513173914466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392519140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7424966,0.06086887,0.0012178612,0.1663697,0.002512411,0.00022229333,0.0000010333273,0.000029156161,0.026282059],"genre_scores_gemma":[0.8991495,0.09771826,0.0011158704,0.0012416982,0.00036867484,0.000001217429,5.419433e-7,0.00001930218,0.00038496542],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804664,0.0008246745,0.0006330865,0.000109801425,0.00019951713,0.00018626385],"domain_scores_gemma":[0.99380875,0.0056073894,0.0001737309,0.00017418539,0.00017263992,0.000063308384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003436545,0.000081488804,0.00026219123,0.00014526788,0.000054469685,0.000026655138,0.00016475708,0.00013378607,0.00014907387],"category_scores_gemma":[0.003040165,0.000049930706,0.00008837198,0.00019363928,0.00043978528,0.0003394295,0.00011550021,0.0020782452,0.000048032416],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017409809,0.0012151132,0.0035409601,0.000054537057,0.026578994,0.011594821,0.0024651142,0.000009557312,0.0030534945,0.02417318,0.0009998267,0.9089046],"study_design_scores_gemma":[0.018032055,0.01695388,0.36149272,0.00196979,0.008044997,0.10418563,0.035047416,0.0043572076,0.00090449385,0.040816203,0.40747923,0.0007163568],"about_ca_topic_score_codex":0.000030416662,"about_ca_topic_score_gemma":0.000013118386,"teacher_disagreement_score":0.9081882,"about_ca_system_score_codex":0.000040314142,"about_ca_system_score_gemma":0.00008391585,"threshold_uncertainty_score":0.90290564},"labels":[],"label_agreement":null},{"id":"W4392763997","doi":"10.1038/s41598-024-56159-2","title":"A pilot observation using ultrasonography and vowel articulation to investigate the influence of suspected obstructive sleep apnea on upper airway","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University Health Network; University of Toronto; Toronto General Hospital; Public Health Ontario; Toronto Rehabilitation Institute","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Obstructive sleep apnea; Airway; Articulation (sociology); Vowel; Formant; Uvulopalatopharyngoplasty; Intubation; Sleep apnea; Audiology; Anesthesia; Apnea; Polysomnography; Speech recognition; Computer science","score_opus":0.031758243450345676,"score_gpt":0.2960088303178041,"score_spread":0.26425058686745845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392763997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99666965,0.000104277264,0.00031001397,0.0006010918,0.0012153807,0.00092123565,0.0000039164074,0.00006577228,0.00010864897],"genre_scores_gemma":[0.9981734,8.656662e-7,0.0015689061,0.000056245826,0.000051797037,0.000025244874,0.000017130285,0.000020293064,0.000086115644],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9976613,0.00008053278,0.00045834368,0.0006931524,0.00082672515,0.00027997902],"domain_scores_gemma":[0.9983868,0.0001498386,0.0001361188,0.00060729764,0.0005355147,0.00018445637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010066899,0.0001522409,0.0001901388,0.00051517255,0.0002350228,0.000215628,0.00007089284,0.00004013207,0.000023309041],"category_scores_gemma":[0.0010525372,0.000106355874,0.00006995517,0.0024181854,0.00065945653,0.00029281023,0.00006209415,0.00022178085,0.000008341047],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007789624,0.000053039174,0.13071762,0.000117955155,0.000082401195,0.000104962055,0.0022090394,0.0028644532,0.8604571,0.0004920167,0.00006548801,0.0027579986],"study_design_scores_gemma":[0.00016672378,0.00022919604,0.8531104,0.00026539207,0.000086171014,0.0002294475,0.00025845092,0.014034214,0.12790646,0.0033635926,0.00021556401,0.00013443343],"about_ca_topic_score_codex":0.00011951,"about_ca_topic_score_gemma":0.000017151773,"teacher_disagreement_score":0.7325507,"about_ca_system_score_codex":0.000106938845,"about_ca_system_score_gemma":0.000087814675,"threshold_uncertainty_score":0.43370667},"labels":[],"label_agreement":null},{"id":"W4392846948","doi":"10.17219/dmp/175686","title":"Decrypting the putative interrelation between sleep bruxism, masticatory muscle pain and sleep breathing disorders: Nosology and the role of hypoxia","year":2024,"lang":"en","type":"article","venue":"Dental and Medical Problems","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Sleep Bruxism; Masticatory force; Sleep (system call); Hypoxia (environmental); Nosology; Medicine; Psychology; Physical medicine and rehabilitation; Psychiatry; Electromyography; Orthodontics","score_opus":0.00954553337164834,"score_gpt":0.26683720620562357,"score_spread":0.25729167283397525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392846948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96819574,0.014216649,0.0100943865,0.005734769,0.00010196975,0.0007261602,0.000009421148,0.00003798782,0.0008829342],"genre_scores_gemma":[0.99934113,0.00016545692,0.00017848345,0.00013110296,0.000111301866,0.000032541368,0.000013018319,0.000015657792,0.00001133049],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985507,0.00030104216,0.00026954143,0.00026383458,0.00040081807,0.00021405754],"domain_scores_gemma":[0.99783564,0.0018228638,0.00004790316,0.00009172732,0.000026868714,0.00017499694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016758237,0.00012012379,0.00023552455,0.00007393551,0.0001328275,0.000034418845,0.00008253389,0.00011282765,0.000040765426],"category_scores_gemma":[0.0008134849,0.00006398071,0.000042911077,0.0001311081,0.001450606,0.00008841342,0.00019077888,0.0005338268,0.0000032645908],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072573115,0.000034670862,0.046232175,0.00025475325,0.00023276641,0.000015493948,0.007448863,0.000001202562,0.0009774982,0.0047122743,0.0000063917764,0.9400113],"study_design_scores_gemma":[0.0084200865,0.0014507457,0.39394855,0.0013718986,0.00093302433,0.0006857857,0.027530566,0.474861,0.0005479919,0.086717665,0.0030884445,0.00044424855],"about_ca_topic_score_codex":0.00017093512,"about_ca_topic_score_gemma":0.000037685146,"teacher_disagreement_score":0.9395671,"about_ca_system_score_codex":0.000024779214,"about_ca_system_score_gemma":0.000019258778,"threshold_uncertainty_score":0.5344818},"labels":[],"label_agreement":null},{"id":"W4392968903","doi":"","title":"Icare Home Tonometer: A Review of Characteristics and Clinical Utility","year":2020,"lang":"en","type":"review","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Optometry; Medicine; Geography; Ophthalmology","score_opus":0.49314466386529104,"score_gpt":0.6504609856111313,"score_spread":0.15731632174584026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392968903","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009338348,0.9933148,0.000024542924,0.00017559747,0.00053293916,0.00307986,0.0007995679,0.000024411918,0.0011144597],"genre_scores_gemma":[0.00070687075,0.9978703,0.0002555007,0.00026247432,0.0004528728,0.00008266114,0.00018463853,0.00012909278,0.00005557573],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910634,0.0015595531,0.0043504494,0.0010863907,0.0014148474,0.00052533817],"domain_scores_gemma":[0.99149126,0.0015495596,0.0035566187,0.0013103917,0.0010782682,0.0010139189],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004079857,0.0007722385,0.009568213,0.0008633264,0.00010012815,0.00033983795,0.0028216103,0.00045532009,0.011567393],"category_scores_gemma":[0.0054450384,0.0006018626,0.0015788798,0.0017498143,0.00066777464,0.00066003384,0.003006817,0.0022744362,0.000033400076],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012138685,0.00026328553,0.045361206,0.1598109,0.0013315582,0.00016347512,0.000009994794,9.2551516e-10,0.00001219042,0.0000065820827,0.0026252782,0.7902942],"study_design_scores_gemma":[0.00050864794,0.00006459199,0.12056455,0.13322031,0.0034382779,0.00012413975,0.000007957444,0.000003645104,0.000008800283,0.00006264713,0.7415463,0.00045016655],"about_ca_topic_score_codex":0.000050963044,"about_ca_topic_score_gemma":0.0000017315955,"teacher_disagreement_score":0.789844,"about_ca_system_score_codex":0.00021723591,"about_ca_system_score_gemma":0.0007564615,"threshold_uncertainty_score":0.99964327},"labels":[],"label_agreement":null},{"id":"W4393034308","doi":"10.1093/sleep/zsae077","title":"Increased flow limitation during sleep is associated with decreased psychomotor vigilance task performance in individuals with suspected obstructive sleep apnea: a multi-cohort study","year":2024,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; European Regional Development Fund; National Health and Medical Research Council; Medical Research Council; NordForsk; American Heart Association; Queensland Health; University of Queensland; Suomen Kulttuurirahasto; Brigham and Women's Hospital; Flinders University; Respicardia; American Academy of Sleep Medicine Foundation; Business Finland; Kuopion Yliopistollinen Sairaala; Tampereen Tuberkuloosisäätiö; Massachusetts General Hospital; University of Alberta; Metro North Hospital and Health Service; Eli Lilly and Company","keywords":"Vigilance (psychology); Psychomotor learning; Psychomotor vigilance task; Obstructive sleep apnea; Medicine; Audiology; Sleep apnea; Polysomnography; Cohort; Apnea; Sleep (system call); Sleep deprivation; Anesthesia; Psychology; Internal medicine; Circadian rhythm; Cognition; Psychiatry; Neuroscience","score_opus":0.013751627466323415,"score_gpt":0.27359510042187835,"score_spread":0.25984347295555493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393034308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99280655,0.0003282102,0.00039887367,0.0001571107,0.0001737072,0.0050375015,0.00012602725,0.00046726502,0.0005047574],"genre_scores_gemma":[0.9950469,0.000012080142,0.0030450996,0.00007713765,0.00015377799,0.0010231026,0.00030845965,0.0001997169,0.00013371304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99429137,0.00039562595,0.0007524307,0.0015563959,0.0018645982,0.001139606],"domain_scores_gemma":[0.99745274,0.0003122407,0.0002375254,0.0008559482,0.00066413055,0.00047744613],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00083445664,0.00072345696,0.0009955227,0.0011085955,0.00027876327,0.00019983832,0.00036361653,0.0002582334,0.00014403877],"category_scores_gemma":[0.00054451835,0.0005856125,0.00012879392,0.0031303894,0.00029419837,0.0006998812,0.00011787168,0.001253535,0.00011310844],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016626219,0.001795294,0.9838733,0.00026868895,0.0020595125,0.00078161014,0.0043152613,0.00020209631,0.0020473185,0.00000840267,0.0000070322917,0.0029788325],"study_design_scores_gemma":[0.014610939,0.0015009919,0.9035572,0.0005636515,0.00056682137,0.00010558733,0.0016766688,0.07461109,0.0021679564,0.00000901061,0.000015576024,0.00061455223],"about_ca_topic_score_codex":0.00021190071,"about_ca_topic_score_gemma":0.0005710092,"teacher_disagreement_score":0.08031617,"about_ca_system_score_codex":0.0012625705,"about_ca_system_score_gemma":0.00015444905,"threshold_uncertainty_score":0.99965954},"labels":[],"label_agreement":null},{"id":"W4393156198","doi":"10.1101/2024.03.22.24304619","title":"Automated Detection of Sleep Apnea Using Machine Learning: A Novel Approach Using Smartphone and Microphone for Breathing Sound Analysis","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sound (geography); Microphone; Breathing; Sleep apnea; Computer science; Acoustics; Sleep (system call); Sound analysis; Speech recognition; Artificial intelligence; Medicine; Sound pressure; Anesthesia; Physics","score_opus":0.047349247000291514,"score_gpt":0.324726849272753,"score_spread":0.2773776022724615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393156198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7052633,0.0013475957,0.2918772,0.000026057534,0.0002532505,0.0008823315,0.0001024799,0.00022170001,0.000026044172],"genre_scores_gemma":[0.9327505,0.000013161461,0.06661419,0.000007861096,0.00020160624,0.000048057704,0.0001736344,0.00014462935,0.000046368004],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99670553,0.00019124572,0.0007906853,0.0011531496,0.0006271066,0.00053227413],"domain_scores_gemma":[0.99803525,0.00021138786,0.0004474655,0.00060105335,0.0004878633,0.00021698933],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014797945,0.0005184779,0.0013823499,0.0018647431,0.00021081186,0.00012384375,0.00018560931,0.00051401433,0.000014927933],"category_scores_gemma":[0.0005191639,0.00048965827,0.00056095154,0.0016611539,0.00028804067,0.00005590123,0.00095482264,0.0015335885,0.0000018619313],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034999932,0.00022531518,0.033211645,0.0042980206,0.0053522475,0.000028652998,0.0012276396,0.015234808,0.9383326,0.000003857578,2.0378002e-7,0.0017349768],"study_design_scores_gemma":[0.0012837446,0.00010628411,0.005270203,0.00015759916,0.0062176306,0.00023783077,0.0002967797,0.9141273,0.07187059,0.00009477692,0.0000052214996,0.00033208428],"about_ca_topic_score_codex":0.0013597313,"about_ca_topic_score_gemma":0.00003959802,"teacher_disagreement_score":0.89889246,"about_ca_system_score_codex":0.0004274986,"about_ca_system_score_gemma":0.00009619515,"threshold_uncertainty_score":0.9997555},"labels":[],"label_agreement":null},{"id":"W4393229624","doi":"10.1111/ene.16193","title":"Pre‐morbid sleep disturbance and its association with stroke severity: results from the international <scp>INTERSTROKE</scp> study","year":2024,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Canadian Institutes of Health Research; National Institutes of Health; Pfizer; Canadian Stroke Network; Heart and Stroke Foundation of Canada; Västra Götalandsregionen; Vetenskapsrådet; Center for HIV/AIDS Educational Studies and Training, Hunter College; Merck; Health and Medical Care Committee of the Regional Executive Board, Region Västra Götaland; AstraZeneca; European Commission","keywords":"Medicine; Odds ratio; Stroke (engine); Sleep disorder; Confidence interval; Internal medicine; Sleep (system call); Physical therapy; Pediatrics; Psychiatry; Insomnia","score_opus":0.01745760155176769,"score_gpt":0.2671222315060463,"score_spread":0.24966462995427863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393229624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860781,0.0004842607,0.00013774665,0.009596474,0.0009910776,0.00024178582,0.00009296278,0.000024304394,0.0023532945],"genre_scores_gemma":[0.9975124,0.000054461423,0.00006911063,0.0005496138,0.00095759647,0.00000135238,0.0000069814146,0.000036749778,0.00081171235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997498,0.0008214164,0.0004387614,0.0003085256,0.00070870604,0.00022458767],"domain_scores_gemma":[0.99788123,0.0012204632,0.00028974543,0.0001848846,0.0003027268,0.00012097419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013981276,0.00014593473,0.00024251094,0.00012885884,0.00006346644,0.00011737142,0.00033169502,0.000031194282,0.00001761235],"category_scores_gemma":[0.0018264386,0.00009105221,0.00007158213,0.00012883755,0.000068932364,0.000170394,0.00017936547,0.001153587,0.000031419382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006965901,0.0008047784,0.8967628,0.000039688704,0.004569598,0.022376262,0.012537064,0.00012717856,0.017949857,0.000069177324,0.013498333,0.024299353],"study_design_scores_gemma":[0.0035743224,0.00390681,0.9677108,0.000042076736,0.0002065001,0.00087640365,0.00044176567,0.0016982784,0.0003589894,0.000009844365,0.021133063,0.00004113229],"about_ca_topic_score_codex":0.000007222587,"about_ca_topic_score_gemma":0.000011311731,"teacher_disagreement_score":0.070948005,"about_ca_system_score_codex":0.00007940502,"about_ca_system_score_gemma":0.000032725187,"threshold_uncertainty_score":0.50118256},"labels":[],"label_agreement":null},{"id":"W4393269029","doi":"10.1002/ohn.741","title":"Clinical Context Missing from Association of Transverse Maxillary Dimensions and Upper Airway Collapsibility","year":2024,"lang":"en","type":"letter","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Context (archaeology); Association (psychology); Airway; Transverse plane; Orthodontics; Medicine; Dentistry; Psychology; Geology; Anatomy; Anesthesia","score_opus":0.02715536482648822,"score_gpt":0.32691799015975676,"score_spread":0.29976262533326853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393269029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60759294,0.002416886,0.000030881547,0.38563505,0.0012605079,0.0009535729,0.0005530402,0.000063352716,0.0014937931],"genre_scores_gemma":[0.49630505,0.0010170965,0.0051009995,0.4771802,0.006045168,0.000120777186,0.002984212,0.00041859684,0.01082789],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963117,0.0008661538,0.00087469333,0.0009022415,0.00056745973,0.00047774008],"domain_scores_gemma":[0.99645907,0.0021710224,0.00027050363,0.0006116002,0.00032399752,0.00016379684],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00089093595,0.00032227908,0.0013898968,0.000255162,0.000068118046,0.000020790514,0.00014096795,0.0022791773,0.00084484986],"category_scores_gemma":[0.0012164501,0.00028941093,0.00040616436,0.00020156163,0.0005229455,0.00005838089,0.00015587585,0.0032411986,0.0001352519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004558801,0.00020320535,0.48217058,0.0009828935,0.002322252,0.0030741834,0.00038392638,5.8582085e-8,0.0058619627,0.00003553497,0.49315718,0.011352353],"study_design_scores_gemma":[0.0035762049,0.0007267149,0.19795865,0.00043150582,0.0019082442,0.00022192842,0.000121343226,0.0002627116,0.0011060797,0.00060818176,0.79264516,0.00043330534],"about_ca_topic_score_codex":0.00026090545,"about_ca_topic_score_gemma":0.000052199885,"teacher_disagreement_score":0.29948795,"about_ca_system_score_codex":0.00032200568,"about_ca_system_score_gemma":0.00021938262,"threshold_uncertainty_score":0.99995583},"labels":[],"label_agreement":null},{"id":"W4393376451","doi":"10.1513/annalsats.202401-055ed","title":"Neighborhood Disadvantage Impacts Symptoms and Quality of Life in Children with Habitual Snoring","year":2024,"lang":"en","type":"editorial","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Medicine; Disadvantage; Quality of life (healthcare); Intensive care medicine; Pediatrics","score_opus":0.044868021375070725,"score_gpt":0.41693728903335636,"score_spread":0.37206926765828563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393376451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790105,0.0019572165,0.000017014996,0.000784298,0.016801175,0.00070163904,0.0005728179,0.000033632186,0.00012169383],"genre_scores_gemma":[0.9468431,0.0010996249,0.00022382133,0.00016442366,0.0514079,0.000023308809,0.00006586367,0.000101139434,0.00007083165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961623,0.0003342426,0.00071420736,0.0006058843,0.0016372881,0.0005460525],"domain_scores_gemma":[0.9966341,0.00091971736,0.00093974697,0.000854913,0.00039669417,0.00025479254],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013068004,0.00041291062,0.0015404505,0.000119148266,0.00005729224,0.000029740731,0.0004383753,0.00024601314,0.000008445988],"category_scores_gemma":[0.0018236603,0.00026623264,0.0005348198,0.0010571514,0.0019506501,0.00010687244,0.00051950826,0.0015824563,0.0000020558552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013120678,0.00029853452,0.9242051,0.0018204764,0.003150764,0.0000029607043,0.0015905143,0.0000047689314,0.0010450354,0.00003201311,0.05352394,0.013013772],"study_design_scores_gemma":[0.0016608057,0.0015999975,0.98736656,0.0014450795,0.00056351,0.000011082623,0.0027243225,0.000058399546,0.0022811461,0.00014177046,0.0015302161,0.0006170866],"about_ca_topic_score_codex":0.0018608636,"about_ca_topic_score_gemma":0.000050249786,"teacher_disagreement_score":0.06316143,"about_ca_system_score_codex":0.00010115906,"about_ca_system_score_gemma":0.00047129803,"threshold_uncertainty_score":0.99997896},"labels":[],"label_agreement":null},{"id":"W4393851642","doi":"10.1053/j.sodo.2024.04.001","title":"Shaping the research agenda for dental sleep-disordered breathing education in orthodontic residency programs","year":2024,"lang":"en","type":"review","venue":"Seminars in Orthodontics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"School of Dentistry, University of Michigan; University of Alberta","keywords":"Dental education; Breathing; Sleep disordered breathing; Dentistry; Sleep (system call); Medicine; Medical education; Dental care; Orthodontics; Computer science; Anesthesia; Obstructive sleep apnea","score_opus":0.2333902741595389,"score_gpt":0.49780077049557736,"score_spread":0.26441049633603847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393851642","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012656259,0.98547006,0.0001736997,0.0004604941,0.001136273,0.010335531,0.000030065048,0.0000809341,0.0010473151],"genre_scores_gemma":[0.00032246136,0.97774565,0.014378371,0.000030005664,0.0005698641,0.0025581338,0.00042522946,0.00032480073,0.0036454818],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99226457,0.001663336,0.0016966756,0.0013809435,0.0014848335,0.0015096514],"domain_scores_gemma":[0.995281,0.0024581011,0.00029145094,0.0012774455,0.00048198135,0.00021005042],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009238012,0.0007195118,0.0020058993,0.0023152651,0.0002630331,0.0003151735,0.0009007231,0.0007718436,0.000027528964],"category_scores_gemma":[0.0048375926,0.0005284077,0.0007800598,0.003681763,0.00045349423,0.00017278818,0.00067108386,0.003972152,0.00007134309],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006531918,0.0003893526,0.0073331376,0.04118903,0.00018428563,0.00034320465,0.0011240727,6.072957e-7,0.0000023282169,0.0007627996,0.0008079554,0.9477979],"study_design_scores_gemma":[0.0011249773,0.0006270492,0.00054375647,0.16378428,0.002134319,0.0011352957,0.006354475,0.00094261987,0.0000055045575,0.0014248783,0.8208956,0.0010272311],"about_ca_topic_score_codex":0.00029726166,"about_ca_topic_score_gemma":0.001915321,"teacher_disagreement_score":0.94677067,"about_ca_system_score_codex":0.0019294865,"about_ca_system_score_gemma":0.0029497046,"threshold_uncertainty_score":0.99971676},"labels":[],"label_agreement":null},{"id":"W4393931110","doi":"10.1016/j.prrv.2024.04.002","title":"Assessment of obstructive sleep apnoea in children: What are the challenges we face?","year":2024,"lang":"en","type":"review","venue":"Paediatric Respiratory Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Neurocognitive; Polysomnography; Sleep (system call); Obstructive sleep apnea; Intensive care medicine; Referral; Pediatrics; Sleep medicine; Physical therapy; Internal medicine; Psychiatry; Sleep disorder; Apnea; Cognition; Family medicine","score_opus":0.11032220883172451,"score_gpt":0.3980873984729318,"score_spread":0.2877651896412073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393931110","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000050488357,0.98754,0.0000074382915,0.00026835603,0.0008685379,0.010183154,0.000085655345,0.000055957633,0.0009404083],"genre_scores_gemma":[0.000081153325,0.9959601,0.00014085195,0.00009536419,0.0013872834,0.0020354018,0.000036860212,0.0002078403,0.000055102006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.990155,0.0029003487,0.003051475,0.0015873238,0.0014345652,0.0008712933],"domain_scores_gemma":[0.9945646,0.0007299281,0.0018512708,0.002291257,0.00024014436,0.0003227912],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0040876484,0.0012490115,0.0063194614,0.0015056168,0.00009409635,0.0001300638,0.0011588178,0.00073292264,0.000115377174],"category_scores_gemma":[0.0008521089,0.00070059975,0.0022472974,0.0030232177,0.00037032273,0.00033035493,0.0006878584,0.0032611263,0.00051186536],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005377412,0.00013749312,0.0013451424,0.06608012,0.0005785343,0.00005886967,0.00012150284,3.5615355e-7,3.5867242e-7,0.00032663494,0.00023348967,0.9311121],"study_design_scores_gemma":[0.0005042504,0.00022339143,0.0033496828,0.028752929,0.004182595,0.00010215102,0.00054343697,0.0000066757493,6.4770427e-7,0.00006113456,0.9617111,0.00056199403],"about_ca_topic_score_codex":0.000004373268,"about_ca_topic_score_gemma":0.00000803204,"teacher_disagreement_score":0.96147764,"about_ca_system_score_codex":0.00095498044,"about_ca_system_score_gemma":0.0005600236,"threshold_uncertainty_score":0.9995445},"labels":[],"label_agreement":null},{"id":"W4394158124","doi":"10.6084/m9.figshare.5816220","title":"Comparison of airway dimensions in skeletal Class I malocclusion subjects with different vertical facial patterns","year":2018,"lang":"en","type":"dataset","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Malocclusion; Orthodontics; Airway; Class (philosophy); Medicine; Dentistry; Mathematics; Computer science; Artificial intelligence; Surgery","score_opus":0.043861946631313556,"score_gpt":0.34498673416698944,"score_spread":0.3011247875356759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394158124","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.076427765,0.00005656398,4.0853325e-7,0.000042952895,0.00009426313,0.0008158397,0.9225073,0.000019590234,0.000035317844],"genre_scores_gemma":[0.24412647,0.000002530849,0.000005485618,0.0000261912,0.00017666693,0.0000872978,0.755534,0.00003193032,0.000009431971],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99710745,0.00013112943,0.00048234285,0.0005773572,0.0011490937,0.0005526016],"domain_scores_gemma":[0.99830943,0.0002193811,0.00013381496,0.0007359386,0.0003158615,0.00028557776],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000045283192,0.00040997638,0.0009666061,0.00038314323,0.00006765098,0.00002139179,0.00032970915,0.0004775912,0.08886631],"category_scores_gemma":[0.0008723923,0.0002992132,0.0001374543,0.0002635675,0.00007239099,0.000053722964,0.0006530396,0.0011355298,0.0006502611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035296235,0.00074518233,0.0074008,0.0014792858,0.000092361675,0.00023099402,0.00005133471,9.107673e-7,0.00013113716,2.7892875e-7,0.98913866,0.00037607725],"study_design_scores_gemma":[0.0058833254,0.0049573635,0.2527304,0.016603503,0.0002950963,0.000070863025,0.0001446006,0.0007543746,0.00896694,0.0000018873559,0.70867217,0.0009195074],"about_ca_topic_score_codex":0.00008742114,"about_ca_topic_score_gemma":0.001193202,"teacher_disagreement_score":0.28046653,"about_ca_system_score_codex":0.00027346134,"about_ca_system_score_gemma":0.00013065961,"threshold_uncertainty_score":0.999946},"labels":[],"label_agreement":null},{"id":"W4394550807","doi":"10.6084/m9.figshare.19962683","title":"The causal relationships between obstructive sleep apnea and elevated CRP and TNF-α protein levels","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Manitoba","funders":"","keywords":"Obstructive sleep apnea; Tumor necrosis factor alpha; Internal medicine; Sleep (system call); C-reactive protein; Medicine; Sleep apnea; Cardiology; Psychology; Endocrinology; Inflammation; Computer science","score_opus":0.08519966611123149,"score_gpt":0.32059181942492265,"score_spread":0.23539215331369118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394550807","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001170625,0.0008216518,3.929068e-7,0.00034452436,0.00005569866,0.0023102458,0.99517304,0.000052684372,0.000071166156],"genre_scores_gemma":[0.0038011028,0.0000055379396,0.000030476172,0.000024425333,0.0003037313,0.0011419237,0.99436873,0.00006243049,0.00026165863],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99691737,0.0004983622,0.0004188583,0.00073092035,0.0008860285,0.00054847106],"domain_scores_gemma":[0.9969619,0.0012830631,0.00027834676,0.00080078706,0.00034141348,0.00033451192],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033458622,0.00042215973,0.00052722584,0.00024287957,0.001034597,0.00017903339,0.00036278178,0.00044137918,0.14852786],"category_scores_gemma":[0.008155177,0.00033249025,0.00007676893,0.00045642772,0.00012737743,0.00014693789,0.0009655039,0.0028984316,0.00025268525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007995218,0.000021107875,0.0002948782,0.00062852673,0.00037795407,0.00012206713,0.00007314523,2.8940192e-7,0.000025520001,0.000007407627,0.99439996,0.0039691734],"study_design_scores_gemma":[0.0009104808,0.00022304071,0.060592897,0.00039593296,0.00016791982,0.00008815794,0.00024182246,0.000028725528,0.00012821748,0.00012098518,0.93675095,0.0003508639],"about_ca_topic_score_codex":0.000050724637,"about_ca_topic_score_gemma":0.000046113,"teacher_disagreement_score":0.14827517,"about_ca_system_score_codex":0.0002464391,"about_ca_system_score_gemma":0.00013827904,"threshold_uncertainty_score":0.99991274},"labels":[],"label_agreement":null},{"id":"W4394600375","doi":"10.1212/wnl.0000000000204617","title":"Untreated Moderate-to-severe Sleep Apnea Is Associated with More Severe Spasticity in Individuals Living with Spinal Cord Injury: A Cross-sectional Prospective Study. (P7-11.013)","year":2024,"lang":"en","type":"article","venue":"Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Western University; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Spasticity; Medicine; Spinal cord injury; Sleep apnea; Physical therapy; Physical medicine and rehabilitation; Cross-sectional study; Prospective cohort study; Spinal cord; Anesthesia; Internal medicine; Psychiatry; Pathology","score_opus":0.02224250473650732,"score_gpt":0.3277225954611039,"score_spread":0.3054800907245966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394600375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99521184,0.00002481655,0.00021918103,0.001005046,0.0001791706,0.002524758,0.00016554687,0.00027623345,0.00039342034],"genre_scores_gemma":[0.99813545,8.30822e-7,0.00011183887,0.00087300746,0.00015138846,0.0003579162,0.000034575543,0.0001247273,0.00021029224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99561036,0.00038155913,0.00048362196,0.0014633512,0.0010871434,0.0009739534],"domain_scores_gemma":[0.9980569,0.0004269009,0.00011903911,0.0004236946,0.00065331033,0.00032016862],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048809702,0.0005127929,0.0007718563,0.0008007287,0.00021391317,0.00019263329,0.00025873532,0.00033437143,0.00045418687],"category_scores_gemma":[0.00054558896,0.00040754836,0.00007571118,0.001997617,0.00040059976,0.0002560038,0.0002831117,0.0016362269,0.00008829127],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012947945,0.0009757592,0.9813507,0.000058964415,0.0007696358,0.0014767013,0.0009467275,0.00060261635,0.00017600047,0.00006756185,0.000041977913,0.00058539433],"study_design_scores_gemma":[0.0037528642,0.02753265,0.9589649,0.00009682356,0.00015554832,0.00077628106,0.0001323431,0.008028795,0.00010812859,0.00006827558,0.000023120243,0.0003602778],"about_ca_topic_score_codex":0.00046146775,"about_ca_topic_score_gemma":0.0012011746,"teacher_disagreement_score":0.02655689,"about_ca_system_score_codex":0.00041172595,"about_ca_system_score_gemma":0.0002583166,"threshold_uncertainty_score":0.99983764},"labels":[],"label_agreement":null},{"id":"W4394613118","doi":"10.1111/ocr.12789","title":"Parental experiences in navigating health services for paediatric residual obstructive sleep apnoea: An exploratory qualitative descriptive study","year":2024,"lang":"en","type":"article","venue":"Orthodontics and Craniofacial Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"American Association of Orthodontists Foundation","keywords":"Qualitative research; Feeling; Rigour; Medicine; Exploratory research; Content analysis; Nursing; Perception; Health care; Data collection; Psychology; Medical education; Social psychology","score_opus":0.12601975189243364,"score_gpt":0.47079851427486547,"score_spread":0.3447787623824318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394613118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937112,0.0019632801,0.00033998908,0.0004053039,0.00028123808,0.003038237,0.00010471798,0.00006728386,0.00008878604],"genre_scores_gemma":[0.9962693,0.00011570603,0.0020349154,0.000024315663,0.00041644953,0.0009896889,0.00005129153,0.0000657732,0.000032572658],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99363226,0.0019672473,0.00061269326,0.0010486528,0.0015739731,0.001165163],"domain_scores_gemma":[0.997271,0.0011214046,0.00007349515,0.00030070913,0.0007110246,0.00052235654],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007502523,0.00029527314,0.00058886706,0.00060148636,0.00068210537,0.0003636013,0.00024580397,0.00014283262,0.000031674048],"category_scores_gemma":[0.0005445226,0.00026245118,0.00008730104,0.0014767785,0.0005445885,0.00064075436,0.00029153738,0.001218075,0.000007467985],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083669554,0.0005689471,0.11770982,0.00081893447,0.00013372843,0.0001809768,0.81615585,0.0000018809695,0.000591099,0.0014228661,0.000011534229,0.061567646],"study_design_scores_gemma":[0.0016067103,0.003479623,0.053022202,0.00023467407,0.000026882613,0.0000127081075,0.93805313,0.0021538015,0.00018068298,0.0009317531,0.00007030699,0.00022752894],"about_ca_topic_score_codex":0.0011036798,"about_ca_topic_score_gemma":0.0018012245,"teacher_disagreement_score":0.12189726,"about_ca_system_score_codex":0.00049974193,"about_ca_system_score_gemma":0.00045792418,"threshold_uncertainty_score":0.9999828},"labels":[],"label_agreement":null},{"id":"W4394674732","doi":"10.15331/jdsm.7332","title":"Novel Therapies for Preventing, Managing and Treating Obstructive Sleep Apnea and Snoring in Pediatric and Adult Patients","year":2024,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"American Society of Pediatric Otolaryngology","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Sleep apnea; Intensive care medicine; Physical therapy; Anesthesia; Computer science","score_opus":0.012266041193429765,"score_gpt":0.2920609133685412,"score_spread":0.2797948721751114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394674732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887088,0.008806846,0.0008722964,0.00061463506,0.00031230532,0.00046745545,0.0000042612564,0.000011663103,0.00020171725],"genre_scores_gemma":[0.9960307,0.00061225,0.0025998002,0.00005156215,0.00062422594,0.000010512515,0.0000045337865,0.000035053377,0.000031386386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835944,0.000036321155,0.00056196,0.0002807576,0.00047184323,0.00028965072],"domain_scores_gemma":[0.9989973,0.00033969164,0.00020032226,0.000077375546,0.00017500405,0.0002103312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051813194,0.00020165447,0.0004611242,0.0005848671,0.00008108203,0.00004316312,0.000065683,0.00006966624,0.000014272036],"category_scores_gemma":[0.00049325684,0.00014796591,0.000056752186,0.00031505397,0.00017414325,0.00032202544,0.000102868675,0.00040577,3.1200187e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028782297,0.000081980594,0.7745963,0.0007033069,0.00018125813,0.000103182225,0.0028386677,0.0000016203218,0.0017562294,0.000077397526,0.000010662453,0.21936163],"study_design_scores_gemma":[0.010825345,0.001735455,0.971518,0.0007791746,0.00059754547,0.0012035241,0.0054591345,0.006864154,0.00026457393,0.0005093696,0.000056005065,0.00018775233],"about_ca_topic_score_codex":0.00003752186,"about_ca_topic_score_gemma":0.000022190767,"teacher_disagreement_score":0.21917388,"about_ca_system_score_codex":0.00013146944,"about_ca_system_score_gemma":0.000010429065,"threshold_uncertainty_score":0.6033875},"labels":[],"label_agreement":null},{"id":"W4394695053","doi":"10.1016/j.cden.2024.02.005","title":"Oral Appliances for Obstructive Sleep Apnea","year":2024,"lang":"en","type":"review","venue":"Dental Clinics of North America","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Medicine; Oral appliance; Airway; Apnea; Intensive care medicine; Sleep apnea; Dentistry; Surgery; Anesthesia","score_opus":0.07190945630909823,"score_gpt":0.42365372955035036,"score_spread":0.3517442732412521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394695053","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002497812,0.99220026,0.00046716997,0.00002067341,0.0011930516,0.0033057784,0.0018670653,0.00008397291,0.000612278],"genre_scores_gemma":[0.00038688118,0.9913088,0.0049481024,0.000059357913,0.00060032797,0.0006248693,0.0015126162,0.00019918826,0.00035987762],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960805,0.000101597514,0.0014495605,0.0010032149,0.00075429503,0.00061081065],"domain_scores_gemma":[0.9971601,0.00069800584,0.0007771706,0.0007242433,0.00030874962,0.00033175878],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022901,0.0006545291,0.0034506833,0.00043046492,0.000072893374,0.000035481145,0.0005642908,0.00030548766,0.00008272654],"category_scores_gemma":[0.00043388104,0.00051234895,0.0019470936,0.0010878004,0.000797041,0.00008657277,0.00035518158,0.0010684531,0.0005350565],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012837749,0.00017078251,0.0010166584,0.026463958,0.0014822902,0.00006633913,0.000028864371,3.9676243e-7,1.0440828e-7,0.000033610595,0.00028805187,0.9703206],"study_design_scores_gemma":[0.00060324214,0.00092432264,0.00020431762,0.00196291,0.004920216,0.00009607759,0.00013621213,0.00016837016,0.0000012696378,0.000060944418,0.9904884,0.0004336856],"about_ca_topic_score_codex":0.000021104479,"about_ca_topic_score_gemma":0.000021648784,"teacher_disagreement_score":0.9902004,"about_ca_system_score_codex":0.00023531384,"about_ca_system_score_gemma":0.0002513892,"threshold_uncertainty_score":0.9997328},"labels":[],"label_agreement":null},{"id":"W4394884607","doi":"10.1016/j.neuro.2024.04.005","title":"Association of air pollution with risk and severity of obstructive sleep apnea: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"NeuroToxicology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Qatar National Library","keywords":"Meta-analysis; Obstructive sleep apnea; Sleep apnea; Air pollution; Medicine; Environmental health; Association (psychology); Sleep (system call); Psychology; Internal medicine; Biology; Computer science","score_opus":0.04286444343999009,"score_gpt":0.34996973896280853,"score_spread":0.30710529552281846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394884607","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015307304,0.99176615,0.000043901895,0.0002598952,0.00003162664,0.007194998,0.00046936545,0.000021309626,0.000059679453],"genre_scores_gemma":[0.003016269,0.9954885,0.00017818283,0.00010603886,0.000015025805,0.00095965,0.000029137149,0.000046610396,0.0001605884],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99529105,0.0020346683,0.0012114558,0.0006623712,0.0005381115,0.00026233098],"domain_scores_gemma":[0.9963092,0.00071745325,0.001880949,0.00056249043,0.0004087211,0.00012118856],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011433229,0.0004362097,0.010036303,0.0007269726,0.000039793827,0.000008603217,0.00013019373,0.00038851314,0.0000666419],"category_scores_gemma":[0.0015642277,0.00026432655,0.0012029362,0.001622096,0.00026146814,0.00005674085,0.00016589054,0.00079890393,0.0000049280907],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001743478,0.000057728994,0.00010491272,0.8069843,0.19078095,0.000022594446,0.000030338682,3.3312796e-7,0.0000019116758,0.000046660996,0.000013271441,0.0019395559],"study_design_scores_gemma":[0.00022498035,0.0005046245,0.00045348046,0.0059823366,0.9913753,0.00021550087,0.000013601463,0.000023758157,0.0000061621236,0.000023242328,0.0010217043,0.0001552705],"about_ca_topic_score_codex":0.000025348969,"about_ca_topic_score_gemma":0.000030954143,"teacher_disagreement_score":0.80100197,"about_ca_system_score_codex":0.00021589693,"about_ca_system_score_gemma":0.00009232649,"threshold_uncertainty_score":0.99998087},"labels":[],"label_agreement":null},{"id":"W4394914001","doi":"10.1001/jamaoto.2024.0585","title":"Skip Polysomnography Before Adenotonsillectomy for Snoring?","year":2024,"lang":"en","type":"letter","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Polysomnography; Medicine; Tonsillectomy; Adenoidectomy; Audiology; Pediatrics; Anesthesia; Apnea","score_opus":0.0269651633492147,"score_gpt":0.30112027008926534,"score_spread":0.2741551067400506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394914001","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37924737,0.005937006,0.00008267028,0.5985453,0.0055022803,0.0051654694,0.000981024,0.0010639459,0.0034749613],"genre_scores_gemma":[0.071127206,0.00028229642,0.0027802074,0.8462175,0.04447973,0.00621878,0.00964064,0.0020040986,0.01724952],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99095595,0.00042246113,0.0016071642,0.0025023918,0.0015595545,0.002952498],"domain_scores_gemma":[0.9928834,0.0031175192,0.00046279968,0.0021276595,0.0008451519,0.0005635004],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0011784658,0.0014725896,0.0032235102,0.004260255,0.00036616353,0.00028905363,0.00072994985,0.0043985453,0.00086229533],"category_scores_gemma":[0.0018032506,0.0013487135,0.0031724407,0.002056873,0.0009232337,0.00034128176,0.0004894945,0.008565133,0.0008133834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000587575,0.00015792006,0.14758223,0.007778655,0.0021640987,0.014390266,0.00013297315,1.10636336e-7,0.00019089825,0.00006347749,0.8203109,0.00664091],"study_design_scores_gemma":[0.0017522993,0.0005717433,0.07094536,0.0020100407,0.0011548755,0.003668311,0.000030150079,0.00014403823,0.0005199566,0.00068581157,0.9174404,0.0010770237],"about_ca_topic_score_codex":0.00014209037,"about_ca_topic_score_gemma":0.000040653198,"teacher_disagreement_score":0.30812016,"about_ca_system_score_codex":0.00057912985,"about_ca_system_score_gemma":0.000726186,"threshold_uncertainty_score":0.9999646},"labels":[],"label_agreement":null},{"id":"W4394920249","doi":"10.1093/sleep/zsae094","title":"Reduced rapid eye movement sleep in late middle-aged and older apolipoprotein E <b>ɛ</b>4 allele carriers","year":2024,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Canadian Sleep & Circadian Network; Université de Sherbrooke; Université Laval; Institut Universitaire en Santé Mentale de Québec; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Jazz Pharmaceuticals; Canadian Institutes of Health Research; Eisai; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Polysomnography; Dementia; Obstructive sleep apnea; Sleep (system call); Psychology; Rapid eye movement sleep; Apolipoprotein E; Medicine; Neuropsychology; Audiology; Internal medicine; Eye movement; Cognition; Apnea; Disease; Psychiatry; Neuroscience","score_opus":0.01876032888735626,"score_gpt":0.2859383326143118,"score_spread":0.26717800372695555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394920249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868233,0.0041137617,0.00009512947,0.002623628,0.00035029184,0.0014389275,0.000022807817,0.00015348541,0.0043786555],"genre_scores_gemma":[0.9967994,0.00009435691,0.0005601204,0.00032877998,0.00022368415,0.00017660353,0.00004535403,0.000083424806,0.0016882509],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99741507,0.00013074857,0.0003991059,0.00070647587,0.00063458487,0.0007140019],"domain_scores_gemma":[0.9990079,0.00005173372,0.00003935783,0.0004686267,0.00006675445,0.00036567563],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005503405,0.00029185272,0.0004035795,0.00050136563,0.00008619385,0.0000838759,0.00014660675,0.00016797421,0.0008924904],"category_scores_gemma":[0.00012568195,0.0002641497,0.00011556213,0.000588195,0.00019750431,0.00015731071,0.00017559183,0.0006681228,0.000105737425],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096309924,0.00053774944,0.029233048,0.002057741,0.0011524544,0.002211105,0.014105398,0.00011062815,0.47689453,0.0018949019,0.0009981315,0.4698412],"study_design_scores_gemma":[0.02748654,0.0027283025,0.52080333,0.0020484712,0.00081738865,0.00011123893,0.0066462057,0.086584926,0.32256013,0.0075725173,0.019800058,0.002840857],"about_ca_topic_score_codex":0.00035579983,"about_ca_topic_score_gemma":0.00010286268,"teacher_disagreement_score":0.4915703,"about_ca_system_score_codex":0.00034980287,"about_ca_system_score_gemma":0.00004962433,"threshold_uncertainty_score":0.99998105},"labels":[],"label_agreement":null},{"id":"W4394968703","doi":"10.35366/115240","title":"Asociación de rinitis alérgica, ácaros y el síndrome de apnea-hipopnea obstructiva del sueño en niños. Estudio de casos y controles","year":2023,"lang":"es","type":"article","venue":"Alergia Asma e Inmunología Pediátricas","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Humanities; Art","score_opus":0.019505335073920823,"score_gpt":0.3216780290191713,"score_spread":0.3021726939452505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394968703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765522,0.005735823,0.0007961742,0.007616625,0.0013944304,0.0024270532,0.000748414,0.0012592332,0.0034700448],"genre_scores_gemma":[0.98608714,0.004423761,0.0018206852,0.00055918953,0.0032047161,0.0008530554,0.00025865962,0.00050605193,0.0022867445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9852782,0.0025934994,0.0018890148,0.0023357354,0.00219647,0.00570708],"domain_scores_gemma":[0.98861533,0.005748258,0.00084724993,0.0020987191,0.0009685557,0.0017218827],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0029462634,0.0017195158,0.0027048788,0.0022022857,0.0011007941,0.0003988122,0.0021244204,0.002294994,0.0009680759],"category_scores_gemma":[0.008619636,0.0018151975,0.0010913587,0.004397821,0.0017670507,0.00057827204,0.0016350121,0.0042898436,0.003941031],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016929036,0.001231112,0.8125222,0.0008924286,0.0064073014,0.016406862,0.0066941353,0.00021253923,0.06424958,0.0063986,0.0061479933,0.07714436],"study_design_scores_gemma":[0.013371386,0.0018668254,0.9255553,0.0004060599,0.0019537713,0.004389209,0.007973531,0.008456222,0.016415369,0.0023129731,0.015149649,0.0021497041],"about_ca_topic_score_codex":0.0027338671,"about_ca_topic_score_gemma":0.000072221126,"teacher_disagreement_score":0.11303312,"about_ca_system_score_codex":0.0042560636,"about_ca_system_score_gemma":0.001678544,"threshold_uncertainty_score":0.99994516},"labels":[],"label_agreement":null},{"id":"W4394976629","doi":"10.1093/sleep/zsae067.01119","title":"1119 Validation of a Portable Sleep Electroencephalography Device in Good Sleepers and People with Sleep Apnea","year":2024,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; École de Technologie Supérieure; University of Ottawa","funders":"","keywords":"Electroencephalography; Sleep (system call); Sleep apnea; Audiology; Apnea; Medicine; Psychology; Polysomnography; Anesthesia; Psychiatry; Computer science","score_opus":0.00876757426121177,"score_gpt":0.2657803200130875,"score_spread":0.2570127457518757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394976629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890437,0.0023091214,0.0015009099,0.0007275002,0.0001480509,0.0009382169,0.000029366387,0.00012105491,0.0051820646],"genre_scores_gemma":[0.9983941,0.000054838456,0.0010605135,0.00006970397,0.000082894825,0.00010614753,0.00008715836,0.00006849234,0.00007617734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972943,0.00010754801,0.0004626914,0.0006998974,0.0007504032,0.00068517285],"domain_scores_gemma":[0.99887,0.00014014663,0.00009246334,0.00043483716,0.00022372765,0.0002388108],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005157294,0.00030629168,0.00053711137,0.00093364547,0.00006952007,0.00006804642,0.00016378894,0.00014321884,0.00023012722],"category_scores_gemma":[0.000092312184,0.00025829297,0.00011636345,0.0023316403,0.00021284912,0.00037531945,0.00008008998,0.00053770834,0.000021681417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008376577,0.0005202421,0.90181655,0.0013985626,0.00074691983,0.00038278868,0.0029142557,0.00023298904,0.03152131,0.0033870924,0.00005010536,0.05619151],"study_design_scores_gemma":[0.012106325,0.006188651,0.74462724,0.0009133979,0.0017215614,0.0011997124,0.0062368345,0.097397886,0.12338661,0.0015805874,0.0029432864,0.0016979377],"about_ca_topic_score_codex":0.000386979,"about_ca_topic_score_gemma":0.00038290818,"teacher_disagreement_score":0.15718935,"about_ca_system_score_codex":0.00013752247,"about_ca_system_score_gemma":0.00006139556,"threshold_uncertainty_score":0.99998695},"labels":[],"label_agreement":null},{"id":"W4394977188","doi":"10.1093/sleep/zsae067.0609","title":"0609 Improved Sleep Quality with Expiratory Positive Airway Pressure Enhanced Mandibular Advancement Device in OSA","year":2024,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Continuous positive airway pressure; Airway; Sleep (system call); Obstructive sleep apnea; Sleep quality; Positive airway pressure; Anesthesia; Insomnia","score_opus":0.013992092262776546,"score_gpt":0.3211031286924638,"score_spread":0.3071110364296873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394977188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96488607,0.007823085,0.014930256,0.0015184983,0.00047994443,0.0025350994,0.000091367656,0.00025314157,0.007482551],"genre_scores_gemma":[0.9969769,0.00003407625,0.0012984392,0.00028575718,0.00020616966,0.0002637493,0.000062026156,0.00006871536,0.0008041704],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9970467,0.00021864819,0.00045257682,0.0008442595,0.0007643159,0.00067350117],"domain_scores_gemma":[0.9986942,0.00013041467,0.000075826974,0.0005929392,0.00025404696,0.00025257538],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000560285,0.0003343176,0.0004820041,0.00027305773,0.000080145874,0.00005988736,0.00018721171,0.00014824636,0.00049342116],"category_scores_gemma":[0.00010241598,0.00027034667,0.00010276083,0.00062937004,0.00017039936,0.00030509685,0.00013592542,0.00067559106,0.00014024139],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045754607,0.0011370106,0.017552968,0.0029872966,0.0017348087,0.0010723734,0.0054691173,0.00023616044,0.753706,0.003541762,0.00008737896,0.2078997],"study_design_scores_gemma":[0.012257573,0.0035879076,0.121065125,0.0013137541,0.00075216853,0.00005868231,0.0034566792,0.012609002,0.82125187,0.00033763525,0.021888342,0.00142129],"about_ca_topic_score_codex":0.0001420696,"about_ca_topic_score_gemma":0.00020848615,"teacher_disagreement_score":0.2064784,"about_ca_system_score_codex":0.00043261962,"about_ca_system_score_gemma":0.00010271728,"threshold_uncertainty_score":0.99997485},"labels":[],"label_agreement":null},{"id":"W4394977209","doi":"10.1093/sleep/zsae067.0583","title":"0583 Improvement in Sleep Depth on CPAP Is Related to Odds-Ratio-Product (ORP) Type and Apnea-Hypopnea-Index at Baseline","year":2024,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of Calgary","funders":"Veterans Affairs San Diego Healthcare System","keywords":"Odds ratio; Obstructive sleep apnea; Medicine; Index (typography); Baseline (sea); Polysomnography; Sleep apnea; Apnea–hypopnea index; Odds; Apnea; Internal medicine; Anesthesia; Cardiology; Logistic regression; Biology; Computer science","score_opus":0.01811181308343203,"score_gpt":0.3073050420277251,"score_spread":0.28919322894429306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394977209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787572,0.0020508629,0.00029869826,0.010206163,0.001039536,0.0017749789,0.00003783262,0.00019832693,0.005636372],"genre_scores_gemma":[0.9937984,0.000061080566,0.00028584074,0.0012566707,0.00027596598,0.00007348322,0.000080743244,0.00009787803,0.0040699723],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99672127,0.00010675033,0.00054548786,0.0011134036,0.0008201363,0.0006929272],"domain_scores_gemma":[0.9984032,0.00012904596,0.00004963272,0.0007544183,0.00024717933,0.00041651778],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00080343225,0.00036279176,0.00043796576,0.0006355442,0.00010803261,0.00007815193,0.00017051888,0.00016389438,0.001235871],"category_scores_gemma":[0.0005461916,0.00031581277,0.000084669846,0.0014717763,0.000109153116,0.00013697431,0.00028872813,0.0006778198,0.0013784806],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022022089,0.00058176386,0.05586517,0.00060531346,0.0005576558,0.0009940994,0.0023712087,0.00020191127,0.15786679,0.0017318026,0.0048454166,0.7721767],"study_design_scores_gemma":[0.014237186,0.009444683,0.2602845,0.001047987,0.0006625708,0.00036538258,0.0014045336,0.3442211,0.2875844,0.0013699341,0.07685208,0.0025256346],"about_ca_topic_score_codex":0.00013894429,"about_ca_topic_score_gemma":0.00018774913,"teacher_disagreement_score":0.769651,"about_ca_system_score_codex":0.00065353146,"about_ca_system_score_gemma":0.00006310265,"threshold_uncertainty_score":0.99992937},"labels":[],"label_agreement":null},{"id":"W4394977226","doi":"10.1093/sleep/zsae067.0604","title":"0604 Substantial Cost Savings with Novel Oral Appliance O2Vent Optima Compared to CPAP Therapy in Canada","year":2024,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oral appliance; Medicine; Intensive care medicine; Operations management; Obstructive sleep apnea; Economics; Anesthesia","score_opus":0.032555051391898945,"score_gpt":0.304641520616126,"score_spread":0.272086469224227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394977226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991534,0.00047399456,0.0028614851,0.0020855463,0.00033662605,0.0014301756,0.00008300193,0.00005696129,0.0011382151],"genre_scores_gemma":[0.997218,0.000010843286,0.0018906096,0.0003999484,0.00011594434,0.00012676256,0.00003008098,0.00005022442,0.00015760207],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99796057,0.00002248889,0.00023914113,0.00047229856,0.00074398983,0.0005615028],"domain_scores_gemma":[0.999186,0.00005123247,0.000024953908,0.00032096234,0.00012707946,0.0002897689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016244882,0.00020764553,0.00033505773,0.00016033453,0.000045108667,0.000056874203,0.00019251952,0.000041907562,0.000421673],"category_scores_gemma":[0.000023037213,0.0001661429,0.00004061452,0.00079272373,0.0000718004,0.00008353289,0.00005740964,0.00038535023,0.00004777935],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009774236,0.0011791964,0.3764756,0.0005929518,0.0009941454,0.0051972107,0.003549361,0.0050849975,0.14416341,0.0018113173,0.0057995357,0.44537804],"study_design_scores_gemma":[0.02380416,0.0019892114,0.6799176,0.0013633925,0.00015523404,0.00041344718,0.0034954876,0.0985318,0.058229424,0.000061027746,0.13021298,0.0018262978],"about_ca_topic_score_codex":0.37019974,"about_ca_topic_score_gemma":0.65928614,"teacher_disagreement_score":0.44355175,"about_ca_system_score_codex":0.001434188,"about_ca_system_score_gemma":0.00055940164,"threshold_uncertainty_score":0.6775111},"labels":[],"label_agreement":null},{"id":"W4394993798","doi":"10.5664/jcsm.11170","title":"Obstructive sleep apnea severity, circulating biomarkers, and cancer risk","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; St. Paul's Hospital; University of British Columbia Hospital; University of Ottawa; University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Sleep (system call); Polysomnography; Cancer; Internal medicine; Apnea; Oncology; Intensive care medicine","score_opus":0.05482351265337239,"score_gpt":0.4218319179763146,"score_spread":0.3670084053229422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394993798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9596645,0.021207191,0.0023825576,0.01052263,0.0039466675,0.00039380806,0.000021933112,0.000054298234,0.0018063919],"genre_scores_gemma":[0.98951817,0.0023513031,0.0021648675,0.0004085874,0.0054133995,0.0000057737016,0.0000040221216,0.000058147725,0.00007573804],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99492264,0.00046108523,0.0022476823,0.00050627626,0.0013877479,0.00047455274],"domain_scores_gemma":[0.9942828,0.002922818,0.00075596443,0.00032248508,0.00078209984,0.00093385525],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0049335477,0.00030871292,0.001422831,0.00046506018,0.00012191231,0.000046448902,0.00022952557,0.00030283543,0.0008453912],"category_scores_gemma":[0.00822199,0.00020252647,0.00041712352,0.0007217218,0.0010381493,0.00030401387,0.00015832635,0.002322605,0.00001714979],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075335155,0.00009744797,0.31590435,0.00025588588,0.0019412482,0.0012252735,0.00032802447,0.000005959226,0.000808519,0.00008693421,0.00056708045,0.6780259],"study_design_scores_gemma":[0.0077047283,0.0024440472,0.9418484,0.0015316658,0.0024277952,0.0027105806,0.0010235793,0.027062992,0.00019978097,0.0020968933,0.010636407,0.00031313975],"about_ca_topic_score_codex":0.00013931042,"about_ca_topic_score_gemma":0.000011139135,"teacher_disagreement_score":0.6777128,"about_ca_system_score_codex":0.00018889426,"about_ca_system_score_gemma":0.00015791548,"threshold_uncertainty_score":0.9999791},"labels":[],"label_agreement":null},{"id":"W4395029469","doi":"10.4187/respcare.11679","title":"Positive Airway Pressure and Metabolic Markers in Children With Obstructive Sleep Apnea","year":2024,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; Alberta Health; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Airway; Sleep apnea; Intensive care medicine; Apnea; Positive airway pressure; Anesthesia","score_opus":0.016939261948676475,"score_gpt":0.3113376948486917,"score_spread":0.29439843290001527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395029469","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015485414,0.99129,0.0000030243075,0.000012991474,0.0001302837,0.004021069,0.00080413796,0.000093056864,0.0020969347],"genre_scores_gemma":[0.0037858805,0.99387765,0.00016085368,0.000096091804,0.0005430684,0.0006465293,0.0003151563,0.00037852328,0.0001962673],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959547,0.00053014065,0.00060345436,0.0013947057,0.0008202244,0.0006967611],"domain_scores_gemma":[0.998151,0.00012754295,0.000207908,0.0007919608,0.00032942774,0.00039214492],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002598349,0.00090808683,0.0025533992,0.001106132,0.00009359675,0.000098353616,0.00029627295,0.00062676944,0.000069629656],"category_scores_gemma":[0.00012015692,0.00064029725,0.00040849778,0.0012288265,0.0004489216,0.00015756332,0.00033927982,0.0020274366,0.000077822435],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012311948,0.0000332804,0.003851806,0.016221087,0.0039521013,0.0003676194,0.0004517545,6.061408e-7,0.0000037115144,0.00014074633,0.000045806493,0.97480834],"study_design_scores_gemma":[0.002424445,0.0009392797,0.02723565,0.014905385,0.020357484,0.00083726796,0.0011372111,0.0000039245297,0.000084168525,0.00000973448,0.9307213,0.0013441738],"about_ca_topic_score_codex":0.000045386347,"about_ca_topic_score_gemma":0.000024650428,"teacher_disagreement_score":0.9734642,"about_ca_system_score_codex":0.00036867705,"about_ca_system_score_gemma":0.00046783825,"threshold_uncertainty_score":0.9996048},"labels":[],"label_agreement":null},{"id":"W4395453953","doi":"10.1123/jsep.2023-0139","title":"A Pilot Randomized Trial of Combined Cognitive-Behavioral Therapy and Exercise Training Versus Exercise Training Alone for the Management of Chronic Insomnia in Obstructive Sleep Apnea","year":2024,"lang":"en","type":"article","venue":"Journal of Sport and Exercise Psychology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Institut Universitaire de Gériatrie de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Concordia University","funders":"","keywords":"Cardiorespiratory fitness; Physical therapy; Obstructive sleep apnea; Polysomnography; Randomized controlled trial; Insomnia; Medicine; Cognitive behavioral therapy for insomnia; Sleep apnea; Cognitive behavioral therapy; Internal medicine; Apnea; Psychiatry","score_opus":0.08414665356606088,"score_gpt":0.381286755048926,"score_spread":0.2971401014828651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395453953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97813916,0.01605869,0.00022427813,0.00028365615,0.0014078269,0.0037001006,0.000014241727,0.000012007914,0.00016003195],"genre_scores_gemma":[0.9839455,0.014563443,0.0009843104,0.000012294389,0.00016917737,0.0002366265,0.000010529302,0.000047989182,0.000030167],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99738413,0.000040407387,0.0012868698,0.00038825232,0.00046870188,0.00043163492],"domain_scores_gemma":[0.99847364,0.00034490402,0.00050694926,0.00021839177,0.00028470813,0.00017137598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020561158,0.00030700173,0.002022575,0.00068969605,0.000068874244,0.000026693886,0.00019260104,0.00013988982,0.000063295214],"category_scores_gemma":[0.000025392934,0.00021151021,0.00036022672,0.00044407047,0.00086995907,0.0001817969,0.000054656586,0.00057521625,6.1433263e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5887852,0.00062075845,0.00031975258,0.00026950723,0.0005401852,0.00019303807,0.005143299,0.0000017342725,0.00032162425,0.00011703416,0.0000063974726,0.4036815],"study_design_scores_gemma":[0.9546614,0.009323588,0.016948171,0.0026254607,0.0025150909,0.00015510512,0.011434666,0.0006519018,0.00056999264,0.0008064148,0.0000730683,0.00023511398],"about_ca_topic_score_codex":0.000026579759,"about_ca_topic_score_gemma":0.0000049669707,"teacher_disagreement_score":0.40344638,"about_ca_system_score_codex":0.00006635141,"about_ca_system_score_gemma":0.00009480834,"threshold_uncertainty_score":0.86251366},"labels":[],"label_agreement":null},{"id":"W4395483921","doi":"10.1186/s41606-024-00097-5","title":"Sex-specific prevalence and correlates of possible undiagnosed obstructive sleep apnea in rural Canada","year":2024,"lang":"en","type":"article","venue":"Sleep Science and Practice","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Queen's University; University of Alberta; Canadian Institutes of Health Research; University of Ottawa","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Pediatrics; Demography; Apnea; Sleep (system call); Environmental health; Psychiatry; Internal medicine; Sociology; Computer science","score_opus":0.01715326883648905,"score_gpt":0.30460968970798286,"score_spread":0.2874564208714938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395483921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829775,0.007427117,0.00008260012,0.0019238681,0.00046637873,0.0004917245,0.000020695252,0.000022284152,0.0065878024],"genre_scores_gemma":[0.9982303,0.00061910274,0.0008337988,0.000091401416,0.000044693392,0.000014807952,0.0000019307993,0.000012375072,0.00015158228],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99766666,0.00012084969,0.00026952292,0.00050458894,0.0010109579,0.00042740785],"domain_scores_gemma":[0.997181,0.0018873878,0.00007643253,0.00025501722,0.00036712474,0.00023302773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015526196,0.00015216538,0.0002336494,0.00032326387,0.00015344743,0.00013354442,0.00017990105,0.00005852472,0.00009130369],"category_scores_gemma":[0.002290273,0.00012992966,0.000018965853,0.0015384018,0.0011467554,0.0012687589,0.00015883017,0.0004349983,0.000006191271],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008495354,0.00021712575,0.386847,0.0010681705,0.00013273236,0.0010682847,0.005805253,0.000019582487,0.028830517,0.008617167,0.00012814296,0.5664165],"study_design_scores_gemma":[0.002473455,0.00094838283,0.9109539,0.00060431665,0.00025238603,0.0022681926,0.026303727,0.031722642,0.015002496,0.0012377871,0.0075856447,0.00064709084],"about_ca_topic_score_codex":0.024111044,"about_ca_topic_score_gemma":0.0045701615,"teacher_disagreement_score":0.56576943,"about_ca_system_score_codex":0.00030301543,"about_ca_system_score_gemma":0.00053092896,"threshold_uncertainty_score":0.9823875},"labels":[],"label_agreement":null},{"id":"W4395684739","doi":"10.1513/annalsats.202311-933oc","title":"Obstructive Sleep Apnea and Mental Health Disorders in the Pediatric Population: A Retrospective, Population-Based Cohort Study","year":2024,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Hospital for Sick Children; University of Toronto; Children's Hospital of Eastern Ontario; Royal Ottawa Mental Health Centre; Ottawa Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Retrospective cohort study; Sleep apnea; Cohort; Population; Mental health; Cohort study; Pediatrics; Emergency medicine; Psychiatry; Internal medicine; Environmental health","score_opus":0.03288827807056399,"score_gpt":0.39675770209043426,"score_spread":0.36386942401987027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395684739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98440313,0.00069656235,0.000054047185,0.012500414,0.00012626954,0.0020549162,0.000054934346,0.000040813848,0.00006888268],"genre_scores_gemma":[0.9986457,0.00013522961,0.0002985014,0.0006565882,0.0001096024,0.00008110887,0.000029135568,0.000030419325,0.000013674787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741644,0.00051590276,0.00038034757,0.00045574404,0.0008902982,0.00034128543],"domain_scores_gemma":[0.998842,0.0002583104,0.00025149187,0.00047041147,0.00009449477,0.000083289786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001239377,0.00019790046,0.00046315446,0.000117077056,0.00024910847,0.00004317611,0.00022662051,0.000035960627,0.000008847537],"category_scores_gemma":[0.00014455547,0.0001258625,0.00027405214,0.0020185343,0.0003247183,0.00011122668,0.00009751386,0.00047495932,0.000002724168],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009741398,0.00022677783,0.9771504,0.00010096099,0.00017642888,0.0000011315867,0.0027676404,0.00002244759,0.000007200272,0.000048448044,0.00018626085,0.019214928],"study_design_scores_gemma":[0.0002865542,0.00045069802,0.9866455,0.00002171491,0.000065411885,0.0000063453404,0.008426611,0.0035881938,0.0000067769724,0.00038026253,0.0000131058405,0.00010881807],"about_ca_topic_score_codex":0.0047789332,"about_ca_topic_score_gemma":0.00018976248,"teacher_disagreement_score":0.01910611,"about_ca_system_score_codex":0.00020247143,"about_ca_system_score_gemma":0.000063626096,"threshold_uncertainty_score":0.72243494},"labels":[],"label_agreement":null},{"id":"W4395686428","doi":"10.3390/jcm13092538","title":"Obstructive Sleep Apnea and Risk of Postoperative Complications after Non-Cardiac Surgery","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"University Health Network Foundation; ResMed; ResMed Foundation","keywords":"Medicine; Perioperative; Obstructive sleep apnea; Intensive care medicine; Continuous positive airway pressure; Sleep apnea; Airway; Sedation; Adverse effect; Anesthesia; Internal medicine","score_opus":0.049095519974722994,"score_gpt":0.40798824882530665,"score_spread":0.35889272885058365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395686428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97504485,0.0061652907,0.0017416532,0.0129066575,0.0016630426,0.00037654286,0.000050191094,0.000012368776,0.0020394335],"genre_scores_gemma":[0.9951274,0.0018617258,0.0014834236,0.00030731375,0.0011135042,0.000009165947,0.0000051592574,0.000027770684,0.000064549495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963924,0.00042187236,0.0019136714,0.00027966322,0.00077038276,0.00022199246],"domain_scores_gemma":[0.9907822,0.006760917,0.0005343622,0.00029724208,0.0011490281,0.00047623468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035005247,0.00018117145,0.0015101532,0.00042645546,0.00004282611,0.000013121221,0.00010943452,0.00015803306,0.00023115904],"category_scores_gemma":[0.006842517,0.00011274918,0.00047660252,0.00044993,0.0011546001,0.00017253846,0.000070336355,0.0012922792,0.000015857484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016718342,0.0002065145,0.7403937,0.0002457645,0.0021258902,0.00032780177,0.0007883369,0.000001196881,0.0013598127,0.0001868123,0.0026863879,0.25000596],"study_design_scores_gemma":[0.0013012678,0.0015198351,0.9879101,0.0008710888,0.0009671794,0.00028174414,0.00064764754,0.00078620814,0.00041380158,0.0005941345,0.0046072584,0.00009975007],"about_ca_topic_score_codex":0.000020621419,"about_ca_topic_score_gemma":0.0000016327738,"teacher_disagreement_score":0.24990621,"about_ca_system_score_codex":0.00005098672,"about_ca_system_score_gemma":0.00016593024,"threshold_uncertainty_score":0.8191626},"labels":[],"label_agreement":null},{"id":"W4396213516","doi":"10.1097/aln.0000000000005032","title":"Does Celecoxib Prescription for Pain Management Affect Post-tonsillectomy Hemorrhage Requiring Surgery? A Retrospective Observational Cohort Study","year":2024,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Tonsillectomy; Observational study; Retrospective cohort study; Celecoxib; Pain management; Medical prescription; Cohort study; Surgery; Anesthesia; Internal medicine","score_opus":0.03132736792621638,"score_gpt":0.31283774663822184,"score_spread":0.28151037871200546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396213516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99324346,0.00021351707,0.00067642785,0.0008610114,0.0004163037,0.004105663,0.000011912726,0.00022457738,0.00024715916],"genre_scores_gemma":[0.9955099,0.000016065194,0.0011277838,0.00035096402,0.0002838807,0.0013275789,0.00016778336,0.00005832292,0.0011577252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974891,0.00047558456,0.00035916435,0.00078988733,0.00037964422,0.0005066514],"domain_scores_gemma":[0.99784917,0.0013195686,0.00005906624,0.00038940884,0.00028133832,0.00010144125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025183875,0.00023674802,0.0005294086,0.0004152976,0.0001499714,0.000049192455,0.000121409,0.0001267795,0.00019748103],"category_scores_gemma":[0.0008297449,0.00015890044,0.00020611848,0.0004122498,0.00011751257,0.00014734601,0.0000700702,0.00025949389,0.00004612829],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005665752,0.00030597285,0.9780051,0.00051872333,0.000512326,0.0010365917,0.00026048935,0.0000022413567,0.0034612503,0.0005231728,0.0007314852,0.014076051],"study_design_scores_gemma":[0.00064310536,0.0015023972,0.9925683,0.000057349072,0.000211668,0.00008780788,0.0005844891,0.001725359,0.0007626496,0.0006767094,0.0009948799,0.00018527429],"about_ca_topic_score_codex":0.000069069676,"about_ca_topic_score_gemma":0.00003615962,"teacher_disagreement_score":0.014563191,"about_ca_system_score_codex":0.00038089723,"about_ca_system_score_gemma":0.0000667279,"threshold_uncertainty_score":0.64797723},"labels":[],"label_agreement":null},{"id":"W4396499884","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a4733","title":"Association Between Respiratory Event-related Hypoxemia, Autonomic Responses to Respiratory Events and Chronic Kidney Disease in Obstructive Sleep Apnea","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal University Hospital; Université Laval; University of Ottawa; McGill University; University of Calgary; Ottawa Hospital; University of British Columbia","funders":"","keywords":"Hypoxemia; Medicine; Respiratory system; Obstructive sleep apnea; Sleep apnea; Cardiology; Kidney disease; Internal medicine; Cardiorespiratory fitness; Sleep (system call); Computer science","score_opus":0.018909868872708045,"score_gpt":0.31149058211068975,"score_spread":0.2925807132379817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396499884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917654,0.0018555988,0.00015866003,0.0030654843,0.00043694954,0.0014932875,0.00017844276,0.0002518374,0.0007943318],"genre_scores_gemma":[0.9957538,0.000010230386,0.00012900092,0.00063914934,0.0003635898,0.00015617278,0.000042128548,0.00009138728,0.0028144973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961245,0.00057728676,0.00076321943,0.0009930661,0.00078430964,0.00075760763],"domain_scores_gemma":[0.9973414,0.0006819639,0.000107072745,0.0005157893,0.00017617499,0.0011776247],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014845071,0.00035787027,0.00052274176,0.0011768171,0.00012099916,0.00008118332,0.00019469642,0.00030296104,0.0004295976],"category_scores_gemma":[0.0027377037,0.00034891744,0.00015056714,0.0010737411,0.000107569555,0.00038476192,0.00026413612,0.00086293597,0.00047967196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073220866,0.000084812724,0.95156145,0.0002656992,0.0006579003,0.00023450221,0.00043525218,0.000021353986,0.014589053,0.00042033152,0.0010006245,0.029996801],"study_design_scores_gemma":[0.0024651086,0.00045782398,0.979935,0.00030380033,0.00026074878,0.0000030498202,0.00008537213,0.0014115552,0.0031211881,0.00068917027,0.010893554,0.00037362325],"about_ca_topic_score_codex":0.00006730425,"about_ca_topic_score_gemma":0.000032270153,"teacher_disagreement_score":0.029623179,"about_ca_system_score_codex":0.0049887476,"about_ca_system_score_gemma":0.0009897642,"threshold_uncertainty_score":0.9998963},"labels":[],"label_agreement":null},{"id":"W4396499922","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a4735","title":"All-cause Mortality in Obstructive Sleep Apnea: Systematic Literature Review Including Randomised Trials and Confounding Adjusted Non-randomised Controlled Studies and Meta-analysis of Positive Airway Pressure Treatment","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Meta-analysis; Medicine; Confounding; Obstructive sleep apnea; Continuous positive airway pressure; Systematic review; Randomized controlled trial; Positive airway pressure; Sleep apnea; Airway; Internal medicine; MEDLINE; Anesthesia","score_opus":0.14845196898604843,"score_gpt":0.4287736810562536,"score_spread":0.2803217120702052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396499922","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10725749,0.8624906,0.00036266923,0.0008860216,0.00011740724,0.028191427,0.00018729527,0.000062963736,0.0004441104],"genre_scores_gemma":[0.96339476,0.032721054,0.00029204594,0.000116372634,0.00003909915,0.0029474567,0.00005748515,0.000039226547,0.00039247505],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99173075,0.00346901,0.0026774053,0.00091348286,0.00079392875,0.00041540837],"domain_scores_gemma":[0.985325,0.012371725,0.000719771,0.000541126,0.0008064278,0.0002359883],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007669834,0.00067063794,0.014334681,0.0011847058,0.00009628176,0.00014021761,0.00010733471,0.00019152918,0.00012381453],"category_scores_gemma":[0.007292567,0.00035196007,0.0020848284,0.0016901637,0.00028785717,0.0003035882,0.00012925394,0.00034132611,0.000001057662],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018749017,0.00011908422,0.00034606957,0.09171212,0.88183933,0.00030067368,0.0046587307,0.000019683646,0.0017733191,0.00034064124,0.000006357825,0.00013497278],"study_design_scores_gemma":[0.14831421,0.00025934968,0.00086541404,0.006806385,0.83155656,0.000037874044,0.0018315905,0.008876346,0.0011653067,0.000035872585,0.0000012469914,0.0002498511],"about_ca_topic_score_codex":0.00008036659,"about_ca_topic_score_gemma":0.0000669341,"teacher_disagreement_score":0.8561373,"about_ca_system_score_codex":0.00025938952,"about_ca_system_score_gemma":0.00005406165,"threshold_uncertainty_score":0.99989325},"labels":[],"label_agreement":null},{"id":"W4396501277","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a4548","title":"High Flow Nasal Cannula for Obstructive Sleep Apnea in Parkinson's Disease: A Pilot Study","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University Health Centre","funders":"","keywords":"Obstructive sleep apnea; Nasal cannula; Parkinson's disease; Medicine; Cannula; Sleep (system call); Sleep apnea; Anesthesia; Disease; Computer science; Internal medicine; Surgery; Operating system","score_opus":0.02631912122741183,"score_gpt":0.31401564186063907,"score_spread":0.28769652063322726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396501277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98795056,0.00064356026,0.002992003,0.0019502416,0.00095230073,0.004212781,0.0001838366,0.0002756174,0.00083910674],"genre_scores_gemma":[0.9939897,0.000003841633,0.0031725352,0.00009873559,0.00045928164,0.00093874556,0.00006181271,0.00008928834,0.0011860684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973361,0.00010975435,0.00036251367,0.0008432576,0.000694741,0.0006536506],"domain_scores_gemma":[0.99848384,0.00034162664,0.000026215434,0.00048006987,0.00023981447,0.0004284367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000391856,0.00029633744,0.0004472424,0.00049239007,0.00008110366,0.00009569693,0.00019370786,0.000051958672,0.00048730898],"category_scores_gemma":[0.00042552262,0.00024207309,0.00011342204,0.0007513178,0.00013307604,0.00019496724,0.0001403527,0.00042060093,0.00009809131],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021860205,0.009827887,0.57508796,0.0022783792,0.0030750982,0.00740605,0.0045116283,0.0004617218,0.0061931633,0.019146806,0.0032996857,0.3468514],"study_design_scores_gemma":[0.009190125,0.006115526,0.8830321,0.000117800635,0.0003700424,0.00003447498,0.0030865818,0.08626233,0.000812557,0.0023966008,0.008007125,0.0005747276],"about_ca_topic_score_codex":0.0005652011,"about_ca_topic_score_gemma":0.00047357273,"teacher_disagreement_score":0.34627667,"about_ca_system_score_codex":0.00047510848,"about_ca_system_score_gemma":0.00015186501,"threshold_uncertainty_score":0.9871454},"labels":[],"label_agreement":null},{"id":"W4396502141","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a4913","title":"Validity and Effectiveness of Mandibular Jaw Movement Automated Analysis for Oral Appliance Monitoring in Obstructive Sleep Apnoea","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Sleep (system call); Oral appliance; Movement (music); Medicine; Computer science; Dentistry; Orthodontics; Physical medicine and rehabilitation; Obstructive sleep apnea; Anesthesia; Acoustics","score_opus":0.032273158488706294,"score_gpt":0.35265305745522957,"score_spread":0.3203798989665233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396502141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754869,0.00026982147,0.022388522,0.00003679862,0.00014917144,0.0012835657,0.00003525446,0.00014656466,0.00020342898],"genre_scores_gemma":[0.9952832,0.000013423719,0.00435656,0.0000037083087,0.000033129534,0.00022906497,0.00002212036,0.000023781338,0.00003503589],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984361,0.00012773644,0.00028814148,0.00048154025,0.00035805092,0.00030845098],"domain_scores_gemma":[0.9989649,0.00048940006,0.000038064252,0.00023377819,0.00017061074,0.00010322365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000845048,0.00017390242,0.00055358704,0.00054195325,0.00003654639,0.000030621388,0.00007644613,0.00009214754,0.000033176828],"category_scores_gemma":[0.000104932275,0.0001475135,0.00014187774,0.001266579,0.00011239363,0.000118633485,0.00008151421,0.00017060856,0.0000029147711],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064496597,0.00014087684,0.9288067,0.0022596747,0.0015474923,0.00005374348,0.0001818654,0.0005102547,0.05992098,0.0011561427,0.0000021737467,0.004775113],"study_design_scores_gemma":[0.001249462,0.00019172416,0.73584384,0.0001332337,0.00045923635,0.000002429063,0.00019988407,0.10640075,0.15471716,0.0006817061,0.000011213137,0.00010935997],"about_ca_topic_score_codex":0.00029314664,"about_ca_topic_score_gemma":0.000023372053,"teacher_disagreement_score":0.19296288,"about_ca_system_score_codex":0.00029411065,"about_ca_system_score_gemma":0.000023056335,"threshold_uncertainty_score":0.60154265},"labels":[],"label_agreement":null},{"id":"W4396502612","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a4925","title":"Comparative Analysis of Respiratory Event-related Electroencephalographic Activity in Obstructive Sleep Apnea Versus Co-morbid Insomnia and Sleep Apnea","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Saskatchewan; University of Ottawa; McGill University Health Centre; University of Calgary; Ottawa Hospital; University of British Columbia","funders":"","keywords":"Insomnia; Apnea; Obstructive sleep apnea; Sleep (system call); Sleep apnea; Medicine; Anesthesia; Psychology; Psychiatry; Computer science","score_opus":0.030529291013064293,"score_gpt":0.3475181328608578,"score_spread":0.3169888418477935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396502612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98928475,0.0020534273,0.00081334636,0.00015337602,0.00021259871,0.0008360234,0.00006202632,0.00012502453,0.006459396],"genre_scores_gemma":[0.9995113,0.000028063903,0.00019443108,0.000030511115,0.000037578357,0.0000656447,0.0000518428,0.000032784286,0.00004783766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964073,0.0004641666,0.00066929776,0.0009688968,0.0008146323,0.0006757254],"domain_scores_gemma":[0.9979524,0.00075692596,0.00015468993,0.0005383132,0.00029664583,0.00030101338],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065288314,0.00041241557,0.0012576577,0.0031891365,0.00009384412,0.00005301163,0.00020647056,0.00027412467,0.00043080447],"category_scores_gemma":[0.00017901645,0.00036624714,0.00036498107,0.006888089,0.0008718646,0.00040206098,0.00012501531,0.0010862083,0.000027484179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010686243,0.0016385579,0.47178268,0.0006666679,0.040635142,0.0008720227,0.00797686,0.00051484315,0.360212,0.011123633,0.0000894294,0.0938019],"study_design_scores_gemma":[0.005193793,0.0017545318,0.8183792,0.00005157934,0.0029477556,0.000019321147,0.0015964926,0.12174429,0.04740783,0.00028137313,0.0001476401,0.0004761749],"about_ca_topic_score_codex":0.00030492977,"about_ca_topic_score_gemma":0.0006230602,"teacher_disagreement_score":0.3465965,"about_ca_system_score_codex":0.00035965542,"about_ca_system_score_gemma":0.000099018784,"threshold_uncertainty_score":0.99987894},"labels":[],"label_agreement":null},{"id":"W4396502659","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a4555","title":"The Cardiorespiratory Burden of Central and Obstructive Sleep Apnea and Risk of Respiratory Depression in Individuals on Chronic Opioids Therapy","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Cardiorespiratory fitness; Depression (economics); Obstructive sleep apnea; Medicine; Respiratory system; Sleep apnea; Sleep (system call); Intensive care medicine; Physical therapy; Internal medicine; Computer science","score_opus":0.016002436432911545,"score_gpt":0.294453010051923,"score_spread":0.27845057361901143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396502659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96112514,0.036487497,0.000033760927,0.00006375457,0.00011665534,0.000669923,0.00003611197,0.000021684278,0.0014455077],"genre_scores_gemma":[0.99785,0.0018446821,0.0000613295,0.000015450305,0.00014552522,0.000028811544,0.0000017486086,0.000027347578,0.000025104022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980856,0.00030599275,0.00037068722,0.00038177712,0.00052613317,0.00032980417],"domain_scores_gemma":[0.9987048,0.0006341287,0.00008228156,0.0003612106,0.00009285503,0.00012471942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007525318,0.00017699758,0.0003653888,0.00027273168,0.000073774274,0.000027432605,0.00011958154,0.00013266501,0.000026807027],"category_scores_gemma":[0.00020270301,0.00010676051,0.00007721875,0.00030883544,0.00058858696,0.00009417973,0.00012551651,0.00047425294,0.000001349816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036834858,0.00003381242,0.5067978,0.00021129438,0.0004483795,0.000017457394,0.001403647,0.0000503019,0.016377311,0.00070296496,0.000022253113,0.4735664],"study_design_scores_gemma":[0.0025955958,0.0014739931,0.928176,0.00022957283,0.00007825988,0.000008818103,0.0011133016,0.001588099,0.062686,0.00030058876,0.001614986,0.00013478154],"about_ca_topic_score_codex":0.00014391489,"about_ca_topic_score_gemma":0.000025181163,"teacher_disagreement_score":0.47343165,"about_ca_system_score_codex":0.00013171136,"about_ca_system_score_gemma":0.000102267426,"threshold_uncertainty_score":0.43535674},"labels":[],"label_agreement":null},{"id":"W4396502801","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6598","title":"Investigating Sensitivity and Specificity of Stop-bang Questionnaire in Assessing Sleep Apnea Risk in People Experiencing Homelessness","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Toronto Western Hospital; University Health Network; Toronto General Hospital; Toronto Rehabilitation Institute; University of British Columbia","funders":"","keywords":"Sleep apnea; Sensitivity (control systems); Obstructive sleep apnea; Sleep (system call); Medicine; Psychology; Audiology; Computer science; Cardiology; Engineering","score_opus":0.01924991722241524,"score_gpt":0.31137396536774653,"score_spread":0.29212404814533127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396502801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99356234,0.00071535725,0.0046063634,0.000159207,0.000109809276,0.0002977157,0.0000033048805,0.00006875567,0.0004771282],"genre_scores_gemma":[0.9980467,0.00001602257,0.001807999,0.000012114078,0.00006756865,0.00001390428,0.0000031485083,0.000025596279,0.0000069377784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981197,0.00033306997,0.0003918797,0.00044417055,0.00038756395,0.00032361492],"domain_scores_gemma":[0.99916047,0.00035021672,0.00006232706,0.00020250349,0.00009947464,0.00012498171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001359118,0.00016134305,0.00043541327,0.0005032602,0.000059607173,0.0000772588,0.000042880627,0.00010299959,0.000020549644],"category_scores_gemma":[0.00076723663,0.00014783733,0.000041592095,0.0010625084,0.00021011417,0.0004089179,0.00011851111,0.0005980713,0.0000025694867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013551555,0.000059314458,0.85060996,0.000528117,0.0000140835955,0.00015264112,0.014651856,0.00009408258,0.056336164,0.00042872902,3.2900067e-7,0.07711116],"study_design_scores_gemma":[0.00048746323,0.00003487537,0.80264676,0.0006545145,0.000012566244,0.000036856498,0.018421542,0.15442699,0.023025658,0.00012916893,0.0000014694228,0.00012212264],"about_ca_topic_score_codex":0.0037290645,"about_ca_topic_score_gemma":0.0051761325,"teacher_disagreement_score":0.1543329,"about_ca_system_score_codex":0.0003038879,"about_ca_system_score_gemma":0.000083483224,"threshold_uncertainty_score":0.60286313},"labels":[],"label_agreement":null},{"id":"W4396502878","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6966","title":"Association of the Electroencephalographic Response to Respiratory Events and Cognitive Function in Obstructive Sleep Apnea","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Ottawa; McGill University; University of Calgary; Royal University Hospital; University of British Columbia, Okanagan Campus; Ottawa Hospital; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Electroencephalography; Association (psychology); Medicine; Cognition; Audiology; Apnea; Sleep (system call); Sleep apnea; Computer science; Cardiology; Internal medicine; Psychology; Psychiatry","score_opus":0.012281431699510317,"score_gpt":0.2882174172438408,"score_spread":0.2759359855443305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396502878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99624217,0.00033886553,0.0003633965,0.0013832567,0.00019054089,0.00075284584,0.000011709511,0.00003122512,0.0006860171],"genre_scores_gemma":[0.99919415,0.0000030889128,0.000039454153,0.00023782898,0.000039267306,0.000053491574,0.0000018111899,0.000015607971,0.00041531213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832326,0.00041302555,0.00022165991,0.0003021717,0.00049108424,0.00024877422],"domain_scores_gemma":[0.99889886,0.00059622363,0.000045409062,0.00013659227,0.0002431815,0.000079719226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010309652,0.0001050076,0.00017203373,0.00050452014,0.000043934455,0.00001381017,0.00005686112,0.000097020886,0.00006068672],"category_scores_gemma":[0.0015142332,0.00007535873,0.00006658431,0.0014073552,0.00007064213,0.00011397627,0.00006879421,0.00034932652,0.000013496788],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046528154,0.00007908917,0.82871693,0.000079467565,0.00039276358,0.000014451079,0.00084347866,0.0000016513978,0.12980792,0.00043614281,0.000057722016,0.03491757],"study_design_scores_gemma":[0.00088235154,0.0005803715,0.9853296,0.000097204334,0.00012743109,0.000006178104,0.0006174503,0.00021839532,0.011208966,0.000664783,0.00020092688,0.00006631093],"about_ca_topic_score_codex":0.000030436599,"about_ca_topic_score_gemma":0.00009334362,"teacher_disagreement_score":0.1566127,"about_ca_system_score_codex":0.00024579657,"about_ca_system_score_gemma":0.000061378894,"threshold_uncertainty_score":0.307304},"labels":[],"label_agreement":null},{"id":"W4396503849","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6733","title":"Investigating Speech-based Features in Differentiating Obstructive Sleep Apnea in People Experiencing Homelessness","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Toronto Western Hospital; University Health Network; Toronto General Hospital; Toronto Rehabilitation Institute; University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Computer science; Sleep (system call); Sleep apnea; Physical medicine and rehabilitation; Medicine; Internal medicine","score_opus":0.0166422051708296,"score_gpt":0.2996758440092125,"score_spread":0.2830336388383829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396503849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944012,0.0005159226,0.00091645034,0.00040363325,0.00030401294,0.0006210167,0.000004889042,0.00019130949,0.002641539],"genre_scores_gemma":[0.99445665,0.000001997902,0.0050145034,0.00009316243,0.000134981,0.00012457371,0.00002839512,0.00006594611,0.000079816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972873,0.00014957614,0.00048854586,0.0007123316,0.00066975923,0.0006924973],"domain_scores_gemma":[0.9988472,0.0004764804,0.000052080366,0.00032443707,0.000097818396,0.00020201322],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038967095,0.0002992765,0.0005416409,0.00095409533,0.00007399636,0.00014058959,0.00018115428,0.00016751641,0.00028411788],"category_scores_gemma":[0.00069696776,0.00025909927,0.0001048075,0.0019079649,0.00015328701,0.00027679774,0.00014622601,0.0009797885,0.000022379767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006704815,0.00014586966,0.77243334,0.0009164149,0.000059945094,0.0005166237,0.021272289,0.00024380439,0.07628646,0.0015996849,0.0000055733435,0.12645297],"study_design_scores_gemma":[0.0016905101,0.000089158886,0.7562481,0.0005973014,0.000021100665,0.00004449326,0.025666095,0.124260806,0.09059615,0.00044541463,0.000008412186,0.0003324359],"about_ca_topic_score_codex":0.0011127492,"about_ca_topic_score_gemma":0.0037763382,"teacher_disagreement_score":0.12612054,"about_ca_system_score_codex":0.00063812785,"about_ca_system_score_gemma":0.00012552924,"threshold_uncertainty_score":0.9999861},"labels":[],"label_agreement":null},{"id":"W4396504304","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a2980","title":"Identifying Obstructive Sleep Apnea Phenotypes From Polysomnography Report Data in Children Using Cluster Analysis","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Polysomnography; Obstructive sleep apnea; Cluster (spacecraft); Sleep apnea; Phenotype; Sleep (system call); Medicine; Apnea; Computer science; Internal medicine; Biology; Genetics; Gene","score_opus":0.0421038275317202,"score_gpt":0.3513279729815104,"score_spread":0.3092241454497902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396504304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9504784,0.0015825637,0.045270283,0.0002614782,0.00028977444,0.00053324417,0.00018036833,0.00016314343,0.0012407636],"genre_scores_gemma":[0.9793302,0.0000093178705,0.018669745,0.0000831831,0.00034283035,0.000009231496,0.001391002,0.000054364136,0.000110136374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965331,0.00012358978,0.00064988853,0.0013281102,0.00085712277,0.00050818635],"domain_scores_gemma":[0.9976326,0.00017665888,0.00008900506,0.0017823915,0.00012279964,0.00019652437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006154477,0.00027744047,0.00059576344,0.0020114463,0.000087409426,0.0002262309,0.0004553696,0.00015228991,0.0009047198],"category_scores_gemma":[0.00021856932,0.00023823332,0.00027896886,0.0040674275,0.00018046044,0.0007243466,0.0007541719,0.00058381347,0.00005725649],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082838786,0.000078603036,0.974631,0.00003771453,0.0068634055,0.0006492247,0.0003823359,0.00006674715,0.0036404524,0.000084961335,0.000028291099,0.013454387],"study_design_scores_gemma":[0.00071100413,0.000019666615,0.83618957,0.000054202894,0.0028828534,0.00023722679,0.00059106166,0.15712306,0.0013406421,0.00052780064,0.00004467902,0.00027821714],"about_ca_topic_score_codex":0.006642322,"about_ca_topic_score_gemma":0.0005216519,"teacher_disagreement_score":0.15705632,"about_ca_system_score_codex":0.00019964072,"about_ca_system_score_gemma":0.000060854934,"threshold_uncertainty_score":0.9999725},"labels":[],"label_agreement":null},{"id":"W4396505151","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a1063","title":"Assessment of Sleep Apnea-specific Hypoxic Burden (SASHB) With Novel Oral Appliance Optima and Oral Positive Expiratory Pressure Accessory ExVent","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Apnea; Sleep (system call); Anesthesia; Computer science","score_opus":0.030765550415225516,"score_gpt":0.33226022374141984,"score_spread":0.30149467332619434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396505151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8755358,0.0083533,0.08021856,0.0014266821,0.00033725915,0.0030242472,0.00027267903,0.00032489636,0.030506557],"genre_scores_gemma":[0.9788776,0.000035964902,0.01931774,0.000058248912,0.00017484857,0.000117604235,0.000025705298,0.00006950261,0.001322779],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9973887,0.000072921626,0.0003662841,0.0007679698,0.00093077,0.00047330814],"domain_scores_gemma":[0.99869454,0.00014977458,0.0000796276,0.00048289812,0.00031921972,0.00027397013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036785816,0.0003275154,0.00055078586,0.0002558492,0.00007921085,0.00010857024,0.00021550819,0.00013520979,0.0005203521],"category_scores_gemma":[0.000016501286,0.00024156537,0.000088742294,0.00047796516,0.00046797848,0.0003299551,0.00023549663,0.0005371771,0.000014972938],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001960435,0.0019350523,0.053580243,0.0040512145,0.004737151,0.0011969622,0.0017824488,0.0009363856,0.6666126,0.037983775,0.0013143757,0.22390933],"study_design_scores_gemma":[0.0140977735,0.005399266,0.67383224,0.0013078987,0.001429327,0.0006442686,0.006541335,0.12810278,0.1441202,0.00019830886,0.022610841,0.0017157256],"about_ca_topic_score_codex":0.00005923309,"about_ca_topic_score_gemma":0.000008543352,"teacher_disagreement_score":0.620252,"about_ca_system_score_codex":0.00015135457,"about_ca_system_score_gemma":0.00012876623,"threshold_uncertainty_score":0.985075},"labels":[],"label_agreement":null},{"id":"W4396507424","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a2889","title":"Positional Therapy for the Treatment of Positional Obstructive Sleep Apnea in Children: A Randomized Controlled Crossover Trial","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; Hospital for Sick Children","funders":"","keywords":"Obstructive sleep apnea; Crossover study; Crossover; Randomized controlled trial; Medicine; Sleep apnea; Apnea; Physical therapy; Internal medicine; Computer science; Alternative medicine; Artificial intelligence","score_opus":0.014476043879126188,"score_gpt":0.3224397107360419,"score_spread":0.3079636668569157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396507424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9656743,0.00495438,0.003689471,0.0027695794,0.00047875114,0.020706695,0.00024676204,0.000048181228,0.0014318714],"genre_scores_gemma":[0.99417543,0.00015097464,0.0007273103,0.000110199515,0.0006011762,0.0035851547,0.00013641112,0.00002905196,0.0004843122],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9980344,0.00020102163,0.00059506437,0.00034402552,0.00054596487,0.00027948475],"domain_scores_gemma":[0.9955996,0.0038162058,0.000078263685,0.00020314852,0.00023347326,0.00006927697],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057522824,0.00022582164,0.0011371463,0.0002486907,0.00008754693,0.00005878697,0.0000896368,0.00009891791,0.00096680684],"category_scores_gemma":[0.00017236256,0.000110281035,0.0010423764,0.00024157835,0.00040016277,0.00008516504,0.000012626237,0.00013125932,0.000010510058],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96302176,0.0010187051,0.00029329883,0.000010721798,0.0044777063,0.0000075058965,0.0003376819,0.00002388425,0.0013944434,0.018431704,0.000028683524,0.010953934],"study_design_scores_gemma":[0.96927476,0.0019766318,0.008677713,0.000017584223,0.0003855318,0.0000457592,0.000071871305,0.014834276,0.0019600962,0.0025772576,0.00007444783,0.00010410113],"about_ca_topic_score_codex":0.00008150146,"about_ca_topic_score_gemma":0.000004310383,"teacher_disagreement_score":0.0285011,"about_ca_system_score_codex":0.00025472193,"about_ca_system_score_gemma":0.00012144132,"threshold_uncertainty_score":0.9999464},"labels":[],"label_agreement":null},{"id":"W4396507446","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a2658","title":"Association of Obstructive Sleep Apnea Severity and White Blood Cell Count in a Multi-centre Cohort","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal University Hospital; Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval; McGill University Health Centre; University of Calgary; University of Ottawa; Ottawa Hospital; University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Cohort; White blood cell; Sleep apnea; Internal medicine; Cohort study; Association (psychology); Blood count; Psychology","score_opus":0.010505586806518747,"score_gpt":0.2677311450049863,"score_spread":0.25722555819846754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396507446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931119,0.00032348465,0.00029185307,0.00062504323,0.00013608116,0.0006479089,0.000047559002,0.00005317843,0.004762989],"genre_scores_gemma":[0.9951291,0.000034331773,0.0019160992,0.000030717307,0.000034467866,0.000012942071,0.00001847702,0.000020961406,0.002802896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849707,0.00007978106,0.00027698933,0.00035940923,0.0005013142,0.00028545372],"domain_scores_gemma":[0.99927944,0.00015697327,0.00005540093,0.0001657505,0.00023398665,0.00010844683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043247596,0.00013672652,0.0003080174,0.00020228945,0.000022452288,0.000027608685,0.000053200863,0.00014204124,0.00030206607],"category_scores_gemma":[0.00019236529,0.00012010511,0.000057531815,0.00039984033,0.00006621854,0.0001295482,0.000077013225,0.00035133905,0.000023407705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058517788,0.00029698844,0.9878619,0.00036024113,0.0002860428,0.00007033859,0.001066976,0.000002406504,0.007298127,0.000082261715,0.00007519604,0.0025410147],"study_design_scores_gemma":[0.0026427628,0.000075681965,0.9559907,0.00005500084,0.00024450358,0.000017715653,0.0010269112,0.02541337,0.014131151,0.000055957422,0.00021474191,0.00013152139],"about_ca_topic_score_codex":0.00020514015,"about_ca_topic_score_gemma":0.00023652815,"teacher_disagreement_score":0.031871207,"about_ca_system_score_codex":0.00033191766,"about_ca_system_score_gemma":0.000043589993,"threshold_uncertainty_score":0.48977444},"labels":[],"label_agreement":null},{"id":"W4396516118","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6710","title":"Objective Assessment of Sleep Apnea Prevalence in People Experiencing Homelessness","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Toronto Western Hospital; University Health Network; Toronto General Hospital; Toronto Rehabilitation Institute; University of British Columbia","funders":"","keywords":"Sleep apnea; Medicine; Sleep (system call); Obstructive sleep apnea; Psychiatry; Computer science; Internal medicine","score_opus":0.01551232927180712,"score_gpt":0.3454967339490428,"score_spread":0.32998440467723567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396516118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734425,0.0005189912,0.006304288,0.00012216257,0.00019505873,0.0005381504,0.0000056195527,0.00007016007,0.018803075],"genre_scores_gemma":[0.99797004,0.000022684006,0.0014636631,0.000013637147,0.000049490445,0.00010699934,0.0000034281823,0.00002349343,0.00034657284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837697,0.00007106317,0.00029019293,0.00039181823,0.0005669838,0.00030296057],"domain_scores_gemma":[0.9992342,0.00020992044,0.000027603955,0.0002859686,0.00014789442,0.00009441788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037334673,0.00012997935,0.00033266464,0.00037423286,0.000022796554,0.000023848457,0.000121803045,0.00006448054,0.00086215575],"category_scores_gemma":[0.000100559766,0.000105816405,0.00007559229,0.0009184104,0.00009207363,0.00018554302,0.00012017502,0.00030873087,0.000017771561],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011621976,0.00047459485,0.7952831,0.0039020192,0.00018337673,0.00026287537,0.024136817,0.00007691694,0.087663166,0.008939634,0.000012933907,0.07894835],"study_design_scores_gemma":[0.0008336539,0.00031445373,0.8564736,0.00025884292,0.00003799522,0.00003315439,0.018022202,0.076521166,0.047203038,0.00010855912,0.000031546366,0.00016175014],"about_ca_topic_score_codex":0.00020314702,"about_ca_topic_score_gemma":0.0001548015,"teacher_disagreement_score":0.0787866,"about_ca_system_score_codex":0.00038308927,"about_ca_system_score_gemma":0.00013635833,"threshold_uncertainty_score":0.94400007},"labels":[],"label_agreement":null},{"id":"W4396516683","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a4570","title":"Artificial Intelligence-enabled Pressure Management for Low-pressure Treatment of Obstructive Sleep Apnea","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Obstructive sleep apnea; Computer science; Apnea; Sleep apnea; Sleep (system call); Medicine; Intensive care medicine; Cardiology; Internal medicine","score_opus":0.032573446468167164,"score_gpt":0.3262115615656456,"score_spread":0.29363811509747845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396516683","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23766126,0.024242008,0.48038936,0.007868174,0.006699285,0.034915738,0.0015422034,0.0018729692,0.20480901],"genre_scores_gemma":[0.98216796,0.000061163286,0.007714773,0.00001988045,0.00034171814,0.00046108125,0.000053683834,0.000060997572,0.00911875],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977554,0.000047345922,0.00050505577,0.0006581094,0.0005335422,0.00050055364],"domain_scores_gemma":[0.9987366,0.00022078837,0.000056972578,0.0005335919,0.00027194986,0.00018007605],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017772832,0.00029474267,0.0005139478,0.00036580706,0.000078193916,0.000059710183,0.00017469063,0.0001411548,0.0012543157],"category_scores_gemma":[0.00005179331,0.00021833474,0.00031752605,0.00047635028,0.00018745774,0.00013261351,0.00009035761,0.0001355425,0.000081814425],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018702991,0.0010474669,0.0004525623,0.0038531108,0.00698968,0.00017647554,0.0014443737,0.00045645074,0.006826491,0.14551397,0.0003260383,0.83104306],"study_design_scores_gemma":[0.001874007,0.004638028,0.002742531,0.00036821124,0.005670661,0.000069643655,0.0077931313,0.26615202,0.6097208,0.028193992,0.07199948,0.0007774574],"about_ca_topic_score_codex":0.000041943942,"about_ca_topic_score_gemma":0.000008329271,"teacher_disagreement_score":0.83026564,"about_ca_system_score_codex":0.00013334047,"about_ca_system_score_gemma":0.000038789352,"threshold_uncertainty_score":0.99965864},"labels":[],"label_agreement":null},{"id":"W4396686758","doi":"10.1016/j.jclinane.2024.111464","title":"Perioperative adverse events in adult patients with obstructive sleep apnea undergoing ambulatory surgery: An updated systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Journal of Clinical Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Ambulatory; Obstructive sleep apnea; Perioperative; Adverse effect; Sleep apnea; Meta-analysis; Anesthesia; Odds ratio; Surgery; Internal medicine","score_opus":0.087103190714704,"score_gpt":0.40638035690693486,"score_spread":0.31927716619223084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396686758","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005761512,0.9907692,0.000016098862,0.0002743375,0.00006169466,0.0030663137,0.00002245317,0.000016642223,0.00001172628],"genre_scores_gemma":[0.005412438,0.9930138,0.00048158318,0.00048110256,0.0001071673,0.00011009922,0.00013286066,0.00014249234,0.00011843112],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9869587,0.004219485,0.005994261,0.00083200086,0.0015555283,0.0004400289],"domain_scores_gemma":[0.991056,0.001960121,0.0037832176,0.0007796806,0.0017338329,0.000687122],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.004763605,0.00085250766,0.02075159,0.0013221389,0.0000645021,0.00003423101,0.00038624913,0.0004777695,0.0001773114],"category_scores_gemma":[0.0023098513,0.00043576214,0.005239974,0.002120656,0.00033454853,0.00044786723,0.00008199009,0.0022710753,0.000034117962],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028956082,0.0008408643,0.009535377,0.64802206,0.33406824,0.0024238972,0.00010217975,0.0000027256597,7.938313e-9,0.000042896165,0.000018785848,0.004653408],"study_design_scores_gemma":[0.00091811904,0.0007336038,0.0039392575,0.058476243,0.9336435,0.0010114178,0.00011355923,0.000033935852,4.5818147e-8,0.000008686203,0.00067904335,0.00044255165],"about_ca_topic_score_codex":0.000007004521,"about_ca_topic_score_gemma":0.000018379425,"teacher_disagreement_score":0.5995753,"about_ca_system_score_codex":0.00029613197,"about_ca_system_score_gemma":0.00067688536,"threshold_uncertainty_score":0.99980944},"labels":[],"label_agreement":null},{"id":"W4396746004","doi":"10.1002/alz.13833","title":"Altered fornix integrity is associated with sleep apnea‐related hypoxemia in mild cognitive impairment","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke; Institut Universitaire de Gériatrie de Montréal; Canadian Sleep & Circadian Network; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Hypoxemia; Fornix; Cognitive impairment; Medicine; Sleep apnea; Sleep (system call); Apnea; Polysomnography; Anesthesia; Obstructive sleep apnea; Cognition; Internal medicine; Psychiatry; Hippocampus","score_opus":0.03191846066727757,"score_gpt":0.3114744035088513,"score_spread":0.27955594284157376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396746004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9514334,0.03929764,0.00022898238,0.0018382933,0.00051907264,0.0021791281,0.00014433842,0.00030429923,0.004054815],"genre_scores_gemma":[0.9985986,0.000027148668,0.0003188983,0.00039150057,0.00008006894,0.0001615274,0.0002815065,0.0000891698,0.00005158752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968515,0.0001863563,0.0005569266,0.00078688166,0.0008078066,0.0008104981],"domain_scores_gemma":[0.99876183,0.0002493587,0.00009406661,0.00032195495,0.0002931962,0.00027956304],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006134266,0.00038895066,0.000501438,0.00043311706,0.00009713212,0.00009392147,0.00018241961,0.00024837113,0.0017321615],"category_scores_gemma":[0.00010861901,0.00031722055,0.00017750886,0.0011372109,0.00023662538,0.00025583786,0.00016489477,0.0012456694,0.00044085813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003903628,0.0037679193,0.42033467,0.00022679004,0.23986445,0.0037556023,0.009724834,0.000008787513,0.0062809736,0.00074521045,0.008245624,0.3031415],"study_design_scores_gemma":[0.025394049,0.005245814,0.7326836,0.0024942036,0.06862787,0.00031982828,0.0031598604,0.04822864,0.10770083,0.0016490693,0.0023733873,0.0021228194],"about_ca_topic_score_codex":0.00023505358,"about_ca_topic_score_gemma":0.0001351836,"teacher_disagreement_score":0.31234896,"about_ca_system_score_codex":0.00011968037,"about_ca_system_score_gemma":0.00012932582,"threshold_uncertainty_score":0.999928},"labels":[],"label_agreement":null},{"id":"W4396783509","doi":"10.1109/access.2024.3399199","title":"Design of a Portable Device: Toward Assisting in Tongue-Strengthening Exercises and Dysphagia Management","year":2024,"lang":"en","type":"article","venue":"IEEE Access","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Tongue; Dysphagia; Swallowing; Computer science; Physical medicine and rehabilitation; Medicine; Surgery","score_opus":0.07807962898834346,"score_gpt":0.381833818373165,"score_spread":0.3037541893848215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396783509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97748935,0.0026454516,0.014202305,0.00017104046,0.0003111292,0.00075688533,0.0000048611305,0.00007635999,0.004342619],"genre_scores_gemma":[0.99556166,0.00011715633,0.0039656777,0.000023445598,0.00004984253,0.00005545667,0.000003287306,0.00002591672,0.0001975596],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99869394,0.000045445253,0.0003035155,0.00032721684,0.00034508563,0.0002848167],"domain_scores_gemma":[0.99943674,0.00018526202,0.000044053508,0.00018519459,0.00006574459,0.00008298107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046771657,0.0001257781,0.00026533945,0.00036026098,0.000030205732,0.000094967254,0.00016212412,0.000052529354,0.000114206676],"category_scores_gemma":[0.000069834496,0.0001106404,0.000029622834,0.0005769966,0.00008186856,0.0002876187,0.00012858312,0.00020398643,0.0000070519236],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006964346,0.00036359517,0.20098352,0.010286478,0.00090148806,0.0047794357,0.0034557988,0.0014447646,0.03397376,0.0006775571,0.00075687486,0.74168026],"study_design_scores_gemma":[0.006941662,0.0006379879,0.5190769,0.0070417468,0.001312196,0.00025922828,0.005390266,0.14308138,0.31191388,0.0018713261,0.001293044,0.0011803939],"about_ca_topic_score_codex":0.00013189416,"about_ca_topic_score_gemma":0.000007254753,"teacher_disagreement_score":0.7404999,"about_ca_system_score_codex":0.00008363342,"about_ca_system_score_gemma":0.000034900164,"threshold_uncertainty_score":0.45117846},"labels":[],"label_agreement":null},{"id":"W4396799406","doi":"10.3389/fneur.2024.1363005","title":"The study of the relationship between moderate to severe sleep obstructive apnea and cognitive impairment, anxiety, and depression","year":2024,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Memory span; Montreal Cognitive Assessment; Anxiety; Polysomnography; Epworth Sleepiness Scale; Medicine; Obstructive sleep apnea; Stroop effect; Audiology; Cognition; Sleep apnea; Psychology; Physical therapy; Internal medicine; Psychiatry; Apnea; Working memory; Cognitive impairment","score_opus":0.020119155531692162,"score_gpt":0.29776571747950376,"score_spread":0.27764656194781157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396799406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99510425,0.000774487,0.00046407338,0.0013770526,0.00048523728,0.0015879218,0.000019910764,0.000017193974,0.00016989789],"genre_scores_gemma":[0.9995924,0.000014411666,0.00009875037,0.00009444287,0.00005975996,0.00007218273,0.000002075272,0.000020665353,0.000045300803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984526,0.00045120638,0.00022034284,0.00040354294,0.00022233094,0.00024997714],"domain_scores_gemma":[0.99871624,0.0008620407,0.000043022064,0.00021849902,0.00007245454,0.000087754874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030309407,0.00013065165,0.00023982399,0.0001715513,0.000181256,0.000027642853,0.00011114131,0.000099279554,0.0000018400445],"category_scores_gemma":[0.0005914474,0.00007970007,0.000029186005,0.00039158203,0.00029360567,0.00007145049,0.0003100661,0.00062571716,9.75334e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009461898,0.00004332298,0.970981,0.000033841265,0.00010732439,0.000021389735,0.0026785745,0.000013509798,0.000027262802,0.00003901025,0.0001275996,0.024980959],"study_design_scores_gemma":[0.0014666311,0.00060096395,0.9906228,0.000025537862,0.00011382095,0.00005518967,0.0022767298,0.0024794694,0.00008929213,0.0021605622,0.000044328048,0.00006463276],"about_ca_topic_score_codex":0.000028000808,"about_ca_topic_score_gemma":0.000030296496,"teacher_disagreement_score":0.024916325,"about_ca_system_score_codex":0.000027156051,"about_ca_system_score_gemma":0.000022893004,"threshold_uncertainty_score":0.32500744},"labels":[],"label_agreement":null},{"id":"W4396867268","doi":"10.2147/jir.s455756","title":"Correlation Analysis of Serum Lipopolysaccharide, Nuclear Factor Erythroid 2-Related Factor 2 and Haem Oxygenase 1 Levels and Cognitive Impairment in Patients with Obstructive Sleep Apnoea","year":2024,"lang":"en","type":"article","venue":"Journal of Inflammation Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lipopolysaccharide; Correlation; Heme oxygenase; Internal medicine; Medicine; Sleep (system call); Cognition; Endocrinology; Gastroenterology; Heme; Chemistry; Biochemistry; Psychiatry; Enzyme; Computer science; Mathematics","score_opus":0.02372240287446714,"score_gpt":0.31977163214579274,"score_spread":0.2960492292713256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396867268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980241,0.00023455023,0.00019710172,0.00044473933,0.00006821368,0.0008109376,0.00014731544,0.000011411619,0.00006160085],"genre_scores_gemma":[0.9996568,0.000035622463,0.0001811338,0.0000039716083,0.000041821055,0.0000054476477,0.00001697267,0.000029455008,0.000028753633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965059,0.0003511961,0.00086439744,0.000302079,0.0016379999,0.000338411],"domain_scores_gemma":[0.99649537,0.00067038235,0.00031023417,0.00014989398,0.0021100456,0.00026406205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010483507,0.00018102527,0.00055901305,0.0032336975,0.000095176496,0.00010464833,0.00009267581,0.00015543318,0.00048654707],"category_scores_gemma":[0.000674772,0.00013563166,0.00010703192,0.001808895,0.00034558735,0.0007191015,0.00010410309,0.001020977,0.000006826953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022576128,0.00019716483,0.90580547,0.0003378673,0.0038328068,0.00011795333,0.008451878,0.00015301298,0.0064929705,0.00022010246,0.000004319442,0.07212886],"study_design_scores_gemma":[0.0031461942,0.0014065506,0.96352804,0.0004004245,0.00038346602,0.000019792704,0.0020141157,0.026367033,0.0025320624,0.00008459332,0.0000054892976,0.00011221793],"about_ca_topic_score_codex":0.000032736807,"about_ca_topic_score_gemma":0.00003490372,"teacher_disagreement_score":0.07201664,"about_ca_system_score_codex":0.00037218712,"about_ca_system_score_gemma":0.0001475814,"threshold_uncertainty_score":0.55308986},"labels":[],"label_agreement":null},{"id":"W4397021161","doi":"10.1111/jsr.14234","title":"The future of <scp>JSR</scp>: Hybrid or Open Access publishing, and launch of a sister journal?","year":2024,"lang":"en","type":"editorial","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Publishing; Audience measurement; Sleep (system call); Scientific publishing; Library science; Impact factor; Psychology; Political science; Computer science; Law","score_opus":0.08107516655623574,"score_gpt":0.4521781952963097,"score_spread":0.37110302874007395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397021161","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04235212,0.07272168,0.000042497275,0.016415501,0.85103637,0.0032680805,0.00064785656,0.000019315015,0.0134965945],"genre_scores_gemma":[0.014462149,0.025349451,0.0005598567,0.000046677997,0.9354885,0.00004259442,0.000040179075,0.00030782804,0.02370274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9831376,0.0015969103,0.0023844438,0.00059995224,0.01099545,0.001285606],"domain_scores_gemma":[0.96523005,0.011939021,0.0019902473,0.0010988541,0.018670863,0.0010709472],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.026952108,0.00049291604,0.0019238316,0.0026015213,0.00049368385,0.0074589252,0.006958475,0.0009009395,0.00030479088],"category_scores_gemma":[0.04146915,0.00026380082,0.0005820374,0.0020772428,0.0013228713,0.003053648,0.0057719485,0.015484626,0.000013384852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024170948,0.0002957222,0.00064617844,0.0022481382,0.002380999,0.0019882375,0.00044812408,0.000001071467,0.00047067995,0.00008364763,0.9498651,0.039154995],"study_design_scores_gemma":[0.00406856,0.0028573356,0.0005173858,0.0021922796,0.0004032624,0.0014605704,0.0028958875,0.00004459898,0.0014688664,0.0017036553,0.9822727,0.00011490104],"about_ca_topic_score_codex":0.00012672029,"about_ca_topic_score_gemma":0.0001152407,"teacher_disagreement_score":0.084452175,"about_ca_system_score_codex":0.00079159054,"about_ca_system_score_gemma":0.0046406128,"threshold_uncertainty_score":0.9999814},"labels":[],"label_agreement":null},{"id":"W4397022457","doi":"10.1017/cjn.2024.266","title":"Comparison of Sleep Apnea Questionnaires and Reported Diagnosis in Neurological Disorders of Aging","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Mount Sinai Hospital; Jewish General Hospital; Montreal General Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Sleep apnea; Apnea; Medicine; Sleep (system call); Audiology; Pediatrics; Psychology; Physical medicine and rehabilitation; Psychiatry; Internal medicine; Computer science","score_opus":0.04911603886685029,"score_gpt":0.34629748154876505,"score_spread":0.29718144268191476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397022457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867148,0.005512888,0.000041379615,0.0064690015,0.0005426375,0.00020089072,0.000007080344,0.000014089626,0.00049722905],"genre_scores_gemma":[0.99802405,0.00053717126,0.001009665,0.0003192706,0.00009182148,0.0000037713505,2.468627e-7,0.000010917989,0.0000030674128],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99536884,0.0008674176,0.001378526,0.00054920017,0.000920906,0.0009150991],"domain_scores_gemma":[0.99631846,0.0013916285,0.00061803043,0.00014176054,0.0003689015,0.0011612371],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004106073,0.0002650547,0.0007857644,0.0019266411,0.00053077954,0.0002242013,0.0008206432,0.00018998835,0.00009245932],"category_scores_gemma":[0.005185521,0.00017740374,0.00021769933,0.0021130154,0.008966938,0.0006171846,0.0000915319,0.0014997746,5.1661e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089742636,0.00006512797,0.9695106,0.000053401338,0.000023109742,0.0036826048,0.0004890309,0.0010579034,0.00010832936,0.00061624695,0.000042451997,0.02426146],"study_design_scores_gemma":[0.00034191713,0.04388079,0.92006356,0.0001557253,0.000070903494,0.010092023,0.00033732466,0.016306356,0.0004007192,0.00789985,0.00027001443,0.00018083851],"about_ca_topic_score_codex":0.0018229454,"about_ca_topic_score_gemma":0.036389697,"teacher_disagreement_score":0.049447052,"about_ca_system_score_codex":0.00009746508,"about_ca_system_score_gemma":0.0012066518,"threshold_uncertainty_score":0.99373007},"labels":[],"label_agreement":null},{"id":"W4398216022","doi":"10.1111/resp.14754","title":"Hypoxic indices for obstructive sleep apnoea severity and cardiovascular disease risk prediction: A comparison and application in a community population","year":2024,"lang":"en","type":"article","venue":"Respirology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Key Research and Development Program of China; Case Western Reserve University; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Medicine; Hazard ratio; Confidence interval; Proportional hazards model; Internal medicine; Disease; Cardiology; Population; Frailty Index; Emergency medicine; Environmental health","score_opus":0.02035667081401603,"score_gpt":0.31284858306796676,"score_spread":0.2924919122539507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398216022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986864,0.0061023664,0.0051326044,0.00026300456,0.00008071384,0.0013120217,0.0001262422,0.00006891467,0.00005018431],"genre_scores_gemma":[0.99885035,0.00010988014,0.00042988488,0.00002431895,0.0001158526,0.00032716992,0.0001189917,0.00001939437,0.0000041807634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845356,0.00047817337,0.0002557738,0.00038963128,0.0002034934,0.00021936304],"domain_scores_gemma":[0.9989751,0.00039390626,0.00004688663,0.0003650214,0.00006654428,0.00015251964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008822228,0.00013075171,0.00035420564,0.00028292942,0.00017798597,0.000029378572,0.000059862843,0.00014637382,0.0000040991245],"category_scores_gemma":[0.00039573776,0.00012528701,0.00008156822,0.00025253312,0.00022256916,0.00013119761,0.00009405202,0.0005524613,0.0000020627583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072968047,0.00007819501,0.8523229,0.00044088508,0.00034833257,0.000009360969,0.00058270345,0.00013613554,0.00020394156,0.00034350605,0.0000055299083,0.14479883],"study_design_scores_gemma":[0.001156285,0.00024406452,0.8981409,0.000024210012,0.00031867862,0.000031986,0.00024013258,0.094981864,0.00003086791,0.0036402887,0.0011130329,0.00007766666],"about_ca_topic_score_codex":0.0009838336,"about_ca_topic_score_gemma":0.00020587732,"teacher_disagreement_score":0.14472117,"about_ca_system_score_codex":0.00011457997,"about_ca_system_score_gemma":0.000020286332,"threshold_uncertainty_score":0.5109056},"labels":[],"label_agreement":null},{"id":"W4398237759","doi":"10.1016/j.ijporl.2024.111992","title":"Recurrence of sleep apnea in children after intracapsular coblation tonsillectomy: A comprehensive exploration of tonsil regrowth","year":2024,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Tonsillectomy; Tonsil; Adenoidectomy; Obstructive sleep apnea; Neurocognitive; Sleep apnea; Pediatrics; Surgery; Internal medicine; Cognition","score_opus":0.01837014868583965,"score_gpt":0.3099244047928684,"score_spread":0.2915542561070288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398237759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99085206,0.004318359,0.0026537243,0.0007435662,0.0009554846,0.00032260446,0.000035938177,0.000010617442,0.00010767684],"genre_scores_gemma":[0.9971917,0.00048598522,0.0013605843,0.00003668461,0.0008578153,0.000011307147,0.00002600866,0.000020066622,0.000009809809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99750674,0.00019918103,0.00105241,0.0002314853,0.00081562815,0.00019455086],"domain_scores_gemma":[0.99744636,0.00032140905,0.00046696022,0.00015970753,0.001514123,0.000091468835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043233685,0.00015985835,0.0004660717,0.0018392432,0.000011798433,0.000018418956,0.00028943538,0.00016520497,0.00014474073],"category_scores_gemma":[0.0005026154,0.00014364149,0.00019576092,0.00065728294,0.00014122706,0.0006190389,0.000098349316,0.00061204727,0.000010558605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016387918,0.00042889058,0.971865,0.00018246696,0.0007168669,0.0005125043,0.001414991,0.00013375378,0.010867724,0.0011351085,0.00015260176,0.0109513],"study_design_scores_gemma":[0.0030172402,0.0012228434,0.97968036,0.00017416607,0.0003050425,0.0016126782,0.00016645694,0.0030975866,0.008526903,0.0018608255,0.0001424357,0.00019346265],"about_ca_topic_score_codex":0.000049666538,"about_ca_topic_score_gemma":0.000005071949,"teacher_disagreement_score":0.010757837,"about_ca_system_score_codex":0.00021561726,"about_ca_system_score_gemma":0.00024029781,"threshold_uncertainty_score":0.585753},"labels":[],"label_agreement":null},{"id":"W4399067240","doi":"10.1016/j.chest.2024.04.028","title":"Sleep Apnea and Stroke","year":2024,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Eisai; Jazz Pharmaceuticals","keywords":"Medicine; Sleep apnea; Stroke (engine); Obstructive sleep apnea; Narrative; Sleep (system call); Sleep apnea syndromes; Apnea; Narrative review; Physical medicine and rehabilitation; Intensive care medicine; Polysomnography; Cardiology; Anesthesia; Literature","score_opus":0.0669826113393105,"score_gpt":0.3869006310547662,"score_spread":0.3199180197154557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399067240","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014209211,0.99470985,0.000096904805,0.00019921636,0.0007056232,0.00037310214,0.0000289133,0.000033167355,0.0038389934],"genre_scores_gemma":[0.000031564614,0.99500895,0.00063131686,0.000020909876,0.0020928127,0.000016003552,0.000014986977,0.000105508676,0.0020779702],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980383,0.0001029284,0.0005299043,0.00034944358,0.00055150304,0.0004279444],"domain_scores_gemma":[0.9987723,0.00010559516,0.00016453279,0.00028124894,0.00012529116,0.000551004],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005224069,0.00037486322,0.0014162239,0.0005314763,0.00010432239,0.00021582995,0.00018882733,0.0003096929,0.000333533],"category_scores_gemma":[0.00021722521,0.00024137142,0.0005494743,0.00027843,0.00017160269,0.000073198185,0.00018307427,0.0029578765,0.0005569992],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069375774,0.00002611571,0.000018351988,0.030272514,0.0007116962,0.001281794,0.000034381614,5.63998e-9,0.00000292771,0.00004638279,0.000574374,0.9670245],"study_design_scores_gemma":[0.00031189778,0.00013321622,0.00002104152,0.0052289157,0.0031772885,0.018095627,0.000040526338,0.000021561093,0.0000022721217,0.000049068734,0.97273314,0.00018545834],"about_ca_topic_score_codex":8.390563e-7,"about_ca_topic_score_gemma":3.1913115e-7,"teacher_disagreement_score":0.97215873,"about_ca_system_score_codex":0.0003006303,"about_ca_system_score_gemma":0.00018960822,"threshold_uncertainty_score":0.9993423},"labels":[],"label_agreement":null},{"id":"W4399067246","doi":"10.1016/j.chest.2024.04.024","title":"The Cost-Effectiveness of Sleep Apnea Management","year":2024,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Obstructive sleep apnea; Quality of life (healthcare); Medicine; Medical costs; Intensive care medicine; Sleep apnea; Productivity; Health care; Cost effectiveness; Health management system; Economic cost; Sleep (system call); Key (lock); Physical therapy; Risk analysis (engineering); Alternative medicine; Nursing; Internal medicine; Computer science","score_opus":0.08035691800655513,"score_gpt":0.41075707629171027,"score_spread":0.3304001582851551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399067246","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000049802184,0.98931575,0.00042593217,0.000064461165,0.0011420638,0.0019746262,0.000013576866,0.000019675197,0.00703895],"genre_scores_gemma":[0.00010843941,0.99815226,0.00017723578,0.000004443147,0.0005685938,0.00017953472,0.000014936432,0.00009460253,0.0006999636],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971602,0.0005274638,0.00071179005,0.00031255092,0.0008274953,0.00046049265],"domain_scores_gemma":[0.9980358,0.0006195155,0.00031194102,0.00053811277,0.0002443343,0.0002503316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025189524,0.00036982604,0.0013853562,0.0003826791,0.00018120307,0.00013006474,0.0005102104,0.00019373216,0.000072511844],"category_scores_gemma":[0.00018169118,0.00019047884,0.0009420144,0.0006171688,0.00027667798,0.000047267124,0.0002912618,0.0019299949,0.00028940078],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004923052,0.00005811572,0.0000072706925,0.091817066,0.0022039167,0.0006515647,0.0000139608,1.8336871e-7,0.0000016883608,0.0006464799,0.00021907114,0.90433145],"study_design_scores_gemma":[0.00047843988,0.00013010792,0.00010951577,0.018589357,0.004246692,0.0022599078,0.000066341054,0.00001439322,0.0000141203855,0.00021207826,0.9737268,0.00015222433],"about_ca_topic_score_codex":8.319913e-7,"about_ca_topic_score_gemma":2.6095597e-7,"teacher_disagreement_score":0.97350776,"about_ca_system_score_codex":0.00064996455,"about_ca_system_score_gemma":0.00015623528,"threshold_uncertainty_score":0.83849746},"labels":[],"label_agreement":null},{"id":"W4399084581","doi":"10.1016/j.jsmc.2024.04.003","title":"Chronic Obstructive Pulmonary Disease and Obstructive Sleep Apnea Overlap Syndrome","year":2024,"lang":"en","type":"review","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Pulmonary disease; Overlap syndrome; Cardiology; Sleep apnea; Sleep (system call); Internal medicine; Continuous positive airway pressure; Intensive care medicine; Disease","score_opus":0.0442823953765444,"score_gpt":0.37667962353939627,"score_spread":0.3323972281628519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399084581","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003649161,0.98521054,0.000075977434,0.00096510426,0.004946363,0.005043795,0.00074909546,0.00041183896,0.0022323853],"genre_scores_gemma":[0.0015822777,0.98813385,0.0002514789,0.00020939654,0.005153171,0.0006630583,0.0015598536,0.0006535028,0.0017934048],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98911154,0.00063897634,0.0029354768,0.003260361,0.002302636,0.0017509817],"domain_scores_gemma":[0.99171096,0.0017545354,0.001005002,0.0024464405,0.0005994477,0.0024835868],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0012482004,0.0022045493,0.006762087,0.0017317691,0.0003095802,0.00009687815,0.0009101306,0.0013047399,0.0007769382],"category_scores_gemma":[0.002413565,0.0016174776,0.0015509186,0.0021929983,0.0028954635,0.00033166958,0.001270166,0.0051958803,0.0011489241],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017177945,0.0001617675,0.000401337,0.06394106,0.0033710185,0.009836942,0.0001435911,6.1930007e-7,0.0000011429809,0.0007454415,0.00029934265,0.920926],"study_design_scores_gemma":[0.0025301839,0.0018119083,0.0036902921,0.033855624,0.04001389,0.008021836,0.00062168314,0.0012341939,3.896755e-7,0.0021775062,0.90413266,0.0019098574],"about_ca_topic_score_codex":0.000025529756,"about_ca_topic_score_gemma":0.000004097612,"teacher_disagreement_score":0.9190161,"about_ca_system_score_codex":0.002036005,"about_ca_system_score_gemma":0.00095828273,"threshold_uncertainty_score":0.9999918},"labels":[],"label_agreement":null},{"id":"W4399089066","doi":"10.3390/children11060651","title":"Sleep-Disordered Breathing and Associated Comorbidities among Preschool-Aged Children with Down Syndrome","year":2024,"lang":"en","type":"article","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Polysomnogram; Obstructive sleep apnea; Pediatrics; Polysomnography; Hypoventilation; Hypoxemia; Apnea; Tonsillectomy; Hypopnea; Internal medicine; Anesthesia; Respiratory system","score_opus":0.00811982148141124,"score_gpt":0.24391967810542756,"score_spread":0.2357998566240163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399089066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99463886,0.0019513794,0.0000758928,0.0003991469,0.00008529994,0.0011473184,0.00013947571,0.0004535739,0.0011090792],"genre_scores_gemma":[0.99845165,0.00004872517,0.00019013614,0.000053985375,0.0001233508,0.000046213918,0.00040624442,0.000097419856,0.0005822523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978272,0.00011818983,0.00026268247,0.0006312645,0.00061681174,0.0005438569],"domain_scores_gemma":[0.999059,0.000118090764,0.00005852168,0.0003986016,0.00008435329,0.00028143305],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031212386,0.00032395194,0.00046302576,0.00030628344,0.00022802816,0.000252623,0.000176017,0.0001726476,0.00025985332],"category_scores_gemma":[0.00016162002,0.00025380295,0.00009597569,0.000470207,0.00038975297,0.00035804353,0.00016506179,0.0008678226,0.00005277364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056927038,0.000096468146,0.9936224,0.00006295021,0.0015963903,0.00021191635,0.00060514786,0.0000052038617,0.0002120639,0.00005664879,0.00037880856,0.0030950273],"study_design_scores_gemma":[0.0020886238,0.00037548968,0.9940755,0.0003007794,0.00033645483,0.001609385,0.00009933817,0.00045587728,0.00025140846,0.00010879734,0.000009519017,0.00028887205],"about_ca_topic_score_codex":0.00067876256,"about_ca_topic_score_gemma":0.000091652386,"teacher_disagreement_score":0.003812838,"about_ca_system_score_codex":0.00014629442,"about_ca_system_score_gemma":0.00005151829,"threshold_uncertainty_score":0.9999914},"labels":[],"label_agreement":null},{"id":"W4399194209","doi":"10.1111/jsr.14239","title":"Identification of quality‐of‐life clusters by the Quebec sleep questionnaire in sleep apnea patients","year":2024,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Sleep apnea; Medicine; Quality of life (healthcare); Obstructive sleep apnea; Multivariate analysis; Body mass index; Incidence (geometry); Sleep (system call); Apnea; Physical therapy; Internal medicine","score_opus":0.043423553358476884,"score_gpt":0.3916902751744249,"score_spread":0.34826672181594803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399194209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98618704,0.0041540586,0.0014407592,0.0066503664,0.0005043998,0.00077329617,0.000027985403,0.000012091098,0.00024999704],"genre_scores_gemma":[0.9992471,0.00009877729,0.00006422707,0.000044003344,0.00021851783,0.000021559923,0.000010771267,0.00004426266,0.00025078832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.991704,0.0015324545,0.0020763695,0.0003386749,0.0037824435,0.0005660628],"domain_scores_gemma":[0.99451995,0.0010270111,0.0005284611,0.0005787133,0.0030233138,0.0003225248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010397596,0.0001918016,0.0006297077,0.0015064707,0.00011398896,0.0001028812,0.0006939226,0.00019154373,0.00009729158],"category_scores_gemma":[0.0054370183,0.00013336068,0.00029114075,0.0020579952,0.0008074508,0.00048665257,0.00021969418,0.0018399651,0.000039935167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053851083,0.0031901458,0.42008537,0.004730419,0.0016518508,0.00015470113,0.00954318,0.0004403329,0.16387007,0.00331275,0.004364483,0.3832716],"study_design_scores_gemma":[0.009170591,0.0025849533,0.899299,0.0020223672,0.00022279042,0.0000856425,0.008334981,0.034155216,0.040341154,0.0017268587,0.0015836029,0.00047284155],"about_ca_topic_score_codex":0.0017104689,"about_ca_topic_score_gemma":0.0004137967,"teacher_disagreement_score":0.47921363,"about_ca_system_score_codex":0.00076401344,"about_ca_system_score_gemma":0.0003432477,"threshold_uncertainty_score":0.7993835},"labels":[],"label_agreement":null},{"id":"W4399270278","doi":"","title":"Respiratory Motion and Airflow Estimation During Sleep Using Tracheal Movement and Sound","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Airflow; Movement (music); Sound (geography); Acoustics; Motion (physics); Sleep (system call); Respiratory system; Computer science; Audiology; Medicine; Engineering; Artificial intelligence; Physics; Anatomy; Mechanical engineering","score_opus":0.25026425305686045,"score_gpt":0.5457601864270993,"score_spread":0.2954959333702389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399270278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98987496,0.006777345,0.0018523592,0.0001328135,0.00019998218,0.0008010665,0.00002586814,0.00002373505,0.00031188587],"genre_scores_gemma":[0.9986988,0.00015370874,0.00072969147,0.00017052227,0.000115168055,0.000048060803,0.000008730262,0.00004716845,0.000028152659],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718773,0.00034498016,0.00060703786,0.00044824652,0.0010654703,0.00034650904],"domain_scores_gemma":[0.998659,0.00012989102,0.00041369547,0.0002999632,0.00020055352,0.0002968639],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015984126,0.00022082073,0.0005024162,0.0009273895,0.00068276975,0.0004501184,0.00042480594,0.00006077705,0.0034234344],"category_scores_gemma":[0.00024136211,0.00022654702,0.000074083066,0.0006165741,0.00016542562,0.0013848719,0.0010866142,0.00059634063,0.0000012633227],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052650657,0.00023408509,0.5874673,0.0002631094,0.00018507379,0.000085324486,0.00031821997,0.001910067,0.34676006,0.000036680427,0.00004709102,0.062166434],"study_design_scores_gemma":[0.0019682932,0.00004930369,0.947195,0.00007341261,0.0001313718,0.00009571214,0.00033916454,0.021527478,0.02652633,0.0017827229,0.00007823048,0.00023297255],"about_ca_topic_score_codex":0.00024793396,"about_ca_topic_score_gemma":0.000010774404,"teacher_disagreement_score":0.35972768,"about_ca_system_score_codex":0.0004766416,"about_ca_system_score_gemma":0.00004362525,"threshold_uncertainty_score":0.99748755},"labels":[],"label_agreement":null},{"id":"W4399376539","doi":"10.1016/j.bspc.2024.106503","title":"Estimating the risk of obstructive sleep apnea during wakefulness using facial images: A review","year":2024,"lang":"en","type":"review","venue":"Biomedical Signal Processing and Control","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Obstructive sleep apnea; Polysomnography; Breathing; Craniofacial; Gold standard (test); Computer science; Medicine; Sleep apnea; Wakefulness; Physical medicine and rehabilitation; Apnea; Electroencephalography; Cardiology; Radiology; Internal medicine","score_opus":0.028726043777335383,"score_gpt":0.34290348594220615,"score_spread":0.31417744216487076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399376539","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016698908,0.9884748,0.008921776,0.0001404939,0.0001984776,0.0017225591,0.00025966577,0.000073000614,0.000042231906],"genre_scores_gemma":[0.01658073,0.9801216,0.0013277585,0.00006103777,0.0014176102,0.00027319056,0.000053042113,0.00013569825,0.000029301855],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.995516,0.0005235168,0.0013143747,0.000818994,0.0012002228,0.0006268739],"domain_scores_gemma":[0.99772835,0.0004455474,0.0008158062,0.00033151844,0.0003112501,0.00036753775],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012942977,0.0006502728,0.0028545237,0.00031083822,0.0004188321,0.00011745654,0.0003531887,0.00039014252,0.00009209049],"category_scores_gemma":[0.0008926592,0.00034920545,0.00066303473,0.0010678234,0.0013042056,0.00011265445,0.0002166963,0.001739214,0.000013024245],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004638486,0.00004837273,0.000010672949,0.17773052,0.0007397502,0.00009311933,0.000052958705,4.580616e-7,0.000053413154,0.0000023062926,0.000006548958,0.8212155],"study_design_scores_gemma":[0.0066447984,0.0006742122,0.00011367826,0.67789114,0.08669384,0.004664369,0.0003490995,0.10099682,0.000068362344,0.00057378697,0.11916707,0.002162811],"about_ca_topic_score_codex":0.000045144927,"about_ca_topic_score_gemma":3.4793683e-7,"teacher_disagreement_score":0.8190527,"about_ca_system_score_codex":0.00019521044,"about_ca_system_score_gemma":0.0004619834,"threshold_uncertainty_score":0.999896},"labels":[],"label_agreement":null},{"id":"W4399391299","doi":"10.1183/13993003.00767-2024","title":"Revolutionising obstructive sleep apnoea therapy: polysomnography unveils hidden clues to help provide precision care","year":2024,"lang":"en","type":"editorial","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Polysomnography; Sleep (system call); Medicine; Quality of life (healthcare); Precision medicine; Sleep medicine; Intensive care medicine; Sleep quality; Physical therapy; Computer science; Internal medicine; Sleep disorder; Nursing; Pathology; Psychiatry","score_opus":0.02304966882299305,"score_gpt":0.317249527377601,"score_spread":0.29419985855460795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399391299","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053269096,0.060265694,0.00042254778,0.0004934284,0.86435044,0.003383974,0.00051740574,0.0005568527,0.016740585],"genre_scores_gemma":[0.00996401,0.0005714299,0.0029264996,0.00042921503,0.98384064,0.000050086284,0.00013509391,0.00090242823,0.0011805678],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9884144,0.0024131695,0.001660301,0.0017104468,0.004431899,0.0013697488],"domain_scores_gemma":[0.99257493,0.00056371675,0.00070960907,0.0014389815,0.0032494157,0.0014633572],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028199528,0.0011360166,0.0013035232,0.0026644487,0.0009623723,0.0011835968,0.001278324,0.0007065946,0.00023852354],"category_scores_gemma":[0.0031120523,0.00094685744,0.0010935136,0.0015356019,0.0004175061,0.00047128837,0.00077884947,0.0062922942,0.0010260281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019716576,0.00011723896,0.00092223915,0.0005001272,0.0011005097,0.0035095387,0.0030557425,0.000008275099,0.0054678884,0.000014081764,0.73366416,0.24966855],"study_design_scores_gemma":[0.0026315367,0.002667048,0.0030228232,0.0022163922,0.0003699581,0.00024192168,0.0018486356,0.0000049776468,0.0011685772,0.0001181273,0.98482674,0.00088324613],"about_ca_topic_score_codex":0.000015919437,"about_ca_topic_score_gemma":0.000012863935,"teacher_disagreement_score":0.2511626,"about_ca_system_score_codex":0.0019933975,"about_ca_system_score_gemma":0.0013698742,"threshold_uncertainty_score":0.99985325},"labels":[],"label_agreement":null},{"id":"W4399427849","doi":"10.1213/ane.0000000000007013","title":"Impact of Sugammadex Versus Neostigmine Reversal on Postoperative Recovery Time in Patients With Obstructive Sleep Apnea Undergoing Bariatric Surgery: A Double-Blind, Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; University of Ottawa; Toronto Western Hospital; University of Toronto; University Health Network; Surrey Memorial Hospital","funders":"","keywords":"Sugammadex; Medicine; Rocuronium; Neostigmine; Anesthesia; Obstructive sleep apnea; Interquartile range; Randomized controlled trial; Surgery; Propofol","score_opus":0.015958908833121854,"score_gpt":0.2849201021287341,"score_spread":0.26896119329561224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399427849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902451,0.0003395777,0.000049367092,0.0006776377,0.00019016789,0.007790973,0.000009837272,0.00007817589,0.0006191394],"genre_scores_gemma":[0.99882203,0.000030240453,0.00014479157,0.000037684207,0.00018986217,0.00031233655,0.00017313767,0.000103153194,0.00018676415],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9951181,0.0009756706,0.0011677464,0.0008333269,0.0012021994,0.00070298463],"domain_scores_gemma":[0.99181324,0.006485427,0.00037678864,0.0005166593,0.00052267994,0.0002851993],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016168001,0.0006184834,0.0031940853,0.0017835975,0.00008819757,0.00010338768,0.00017913751,0.00028375228,0.00038726433],"category_scores_gemma":[0.0011360131,0.00040788,0.0012197801,0.0018742624,0.00032726314,0.00038012146,0.00003516931,0.0006799042,0.00008343825],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9811742,0.00062208844,0.011419113,0.00007369533,0.0034664436,0.000712017,0.00028969222,0.00018572721,0.00004914664,0.00027188906,0.000074266005,0.0016617785],"study_design_scores_gemma":[0.9486137,0.006494726,0.0407853,0.00026203226,0.0011433469,0.000045549623,0.00007683178,0.0020530093,0.000093394636,0.00004184665,0.0000049016685,0.00038536591],"about_ca_topic_score_codex":0.00034588695,"about_ca_topic_score_gemma":0.000023744118,"teacher_disagreement_score":0.03256045,"about_ca_system_score_codex":0.00082060695,"about_ca_system_score_gemma":0.00078232976,"threshold_uncertainty_score":0.9998373},"labels":[],"label_agreement":null},{"id":"W4399450671","doi":"10.11144/javeriana.uo42.sbos","title":"Bruxismo del sueño y apnea obstructiva del sueño. Prescripción de un dispositivo de avance mandibular desde una perspectiva dental","year":2023,"lang":"es","type":"article","venue":"Universitas Odontologica","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Humanities; Art","score_opus":0.015936578034746768,"score_gpt":0.2812757118984949,"score_spread":0.2653391338637481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399450671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96905696,0.004707194,0.0068146964,0.0022075695,0.0005448983,0.0015187941,0.00046971074,0.0007790842,0.013901059],"genre_scores_gemma":[0.9914693,0.0006627081,0.004537045,0.00019859172,0.0005039607,0.000026396518,0.00020635124,0.00015450896,0.002241099],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9922811,0.00096231815,0.00062122225,0.0018025902,0.0013341564,0.0029986114],"domain_scores_gemma":[0.99583644,0.000760022,0.0003365756,0.0012555504,0.0005447667,0.0012666725],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007904595,0.0010208793,0.00119185,0.0010333197,0.0012199205,0.00021661089,0.001490236,0.00092814484,0.002211501],"category_scores_gemma":[0.0009974918,0.0010464699,0.00060513476,0.0018466273,0.0014471455,0.0007242083,0.001189461,0.0016661243,0.0009406008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004216187,0.0012790466,0.79382956,0.00071612146,0.0026680666,0.023967983,0.0057724123,0.0004381925,0.11019159,0.03927711,0.006651875,0.010991881],"study_design_scores_gemma":[0.008520475,0.0015812665,0.8894349,0.0005373328,0.0015895303,0.0015377115,0.051865987,0.011113011,0.024907995,0.0026852575,0.004469121,0.0017574666],"about_ca_topic_score_codex":0.0014895767,"about_ca_topic_score_gemma":0.00006141457,"teacher_disagreement_score":0.095605314,"about_ca_system_score_codex":0.0037734436,"about_ca_system_score_gemma":0.00037875795,"threshold_uncertainty_score":0.9998373},"labels":[],"label_agreement":null},{"id":"W4399477160","doi":"10.1016/j.prrv.2024.06.004","title":"OSA type-III and neurocognitive function","year":2024,"lang":"en","type":"review","venue":"Paediatric Respiratory Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Neurocognitive; Medicine; Obstructive sleep apnea; Population; Sleep apnea; Sleep architecture; Sleep (system call); Disease; Pediatrics; Attention deficit hyperactivity disorder; Psychiatry; Cognition; Cardiology; Polysomnography; Internal medicine; Apnea","score_opus":0.12917980169053447,"score_gpt":0.4031896271130726,"score_spread":0.27400982542253816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399477160","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000069756597,0.98968786,0.000019799882,0.000017360157,0.0011568714,0.005088861,0.000033658725,0.00012519128,0.0038634497],"genre_scores_gemma":[0.000002350469,0.99519086,0.000058340367,0.00037585536,0.0025957562,0.00060464937,0.00007776687,0.00018055168,0.00091387855],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99519336,0.000971037,0.0014462881,0.0012393366,0.0005948102,0.0005551872],"domain_scores_gemma":[0.9976664,0.00032710753,0.0004858027,0.00078547996,0.0002621299,0.00047304266],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015610514,0.0008336548,0.0034952075,0.0009954764,0.0001098149,0.000105232655,0.00021005944,0.0005103348,0.00030603955],"category_scores_gemma":[0.0012438042,0.0005569603,0.00096142717,0.0024221095,0.00016646946,0.00012497434,0.00033531574,0.0017754913,0.00569159],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027341539,0.00003362505,0.000022917358,0.06422772,0.00022009155,0.00014492276,0.000013640334,1.5066786e-9,0.0000014671916,0.00004558913,0.007738084,0.9275246],"study_design_scores_gemma":[0.00037038513,0.0005005062,0.000018170518,0.0061256024,0.010150028,0.00015076221,0.000007988618,0.0000012658977,3.6605252e-7,0.000022740009,0.98224336,0.00040885145],"about_ca_topic_score_codex":0.0000024715157,"about_ca_topic_score_gemma":0.0000010649851,"teacher_disagreement_score":0.97450525,"about_ca_system_score_codex":0.00024891176,"about_ca_system_score_gemma":0.00040181345,"threshold_uncertainty_score":0.9996882},"labels":[],"label_agreement":null},{"id":"W4399508796","doi":"10.1503/cmaj.230897-f","title":"Apnée obstructive du sommeil pédiatrique","year":2024,"lang":"fr","type":"article","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gynecology; Medicine; Philosophy","score_opus":0.008267908322755112,"score_gpt":0.26815772853162845,"score_spread":0.25988982020887336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399508796","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07908201,0.10602867,0.0013409066,0.7075263,0.06220692,0.00074197084,0.0005535272,0.00013999427,0.04237965],"genre_scores_gemma":[0.8446738,0.01139617,0.0005156888,0.015215162,0.101970255,0.00003690697,0.00006637789,0.00024223443,0.025883397],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918979,0.00089147856,0.00091009005,0.0004994876,0.00381555,0.0019855336],"domain_scores_gemma":[0.9897437,0.001235251,0.00018622022,0.00022151302,0.0012894447,0.007323887],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.005064268,0.0003643376,0.0005562762,0.00087216374,0.0005194318,0.00061565643,0.00045931037,0.001572987,0.05695602],"category_scores_gemma":[0.011140913,0.00036468144,0.00043693456,0.0011667131,0.00025748395,0.0005429399,0.00006746906,0.00612908,0.005868855],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000023772964,0.000115807765,0.045190882,0.00024187518,0.0016036838,0.026978916,0.0014795677,0.0000073633496,0.000029031737,0.010533579,0.25379997,0.65999556],"study_design_scores_gemma":[0.0019861,0.00016166168,0.02278404,0.00076849054,0.00026289886,0.007386342,0.0016912983,0.007107842,0.00003824825,0.0014210343,0.95605403,0.00033803063],"about_ca_topic_score_codex":0.007262903,"about_ca_topic_score_gemma":0.0185628,"teacher_disagreement_score":0.7655918,"about_ca_system_score_codex":0.015317508,"about_ca_system_score_gemma":0.014417223,"threshold_uncertainty_score":0.9998805},"labels":[],"label_agreement":null},{"id":"W4399510579","doi":"10.1093/sleepadvances/zpae033","title":"Obesity hypoventilation syndrome, literature review","year":2024,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Obesity hypoventilation syndrome; Medicine; Obesity; Hypoventilation; Pediatrics; Internal medicine; Respiratory system","score_opus":0.010388033353157876,"score_gpt":0.31772678602259413,"score_spread":0.3073387526694363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399510579","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039218612,0.9468093,0.0009616926,0.0023474027,0.00083332695,0.0008158026,0.000027572469,0.00025863617,0.008727647],"genre_scores_gemma":[0.9010342,0.09367809,0.0021257808,0.0005381951,0.0002846546,0.00006950182,0.00014725323,0.000044056567,0.0020783169],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998671,0.00004438319,0.00021236377,0.00036503834,0.00045825096,0.00024899826],"domain_scores_gemma":[0.99937344,0.0000624122,0.000030133795,0.0002804321,0.00013354345,0.000120058154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022953853,0.00014432419,0.0002582383,0.00014742398,0.000057598812,0.000058857106,0.00009197532,0.00005802147,0.00048958533],"category_scores_gemma":[0.00014690615,0.000111808295,0.00013841075,0.0008262472,0.00006414349,0.0004881139,0.000047361907,0.0003436389,0.00042161846],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093271345,0.0002518489,0.014547405,0.03469358,0.00037346475,0.004080414,0.00016858098,0.0000071148975,0.0026539855,0.005910164,0.0022043074,0.93501586],"study_design_scores_gemma":[0.001274089,0.0008052285,0.06601068,0.048344146,0.0007785922,0.0047323667,0.00008448335,0.002530874,0.0050197556,0.005927522,0.8637289,0.000763371],"about_ca_topic_score_codex":8.2266934e-7,"about_ca_topic_score_gemma":0.0000016050708,"teacher_disagreement_score":0.9342525,"about_ca_system_score_codex":0.00009338934,"about_ca_system_score_gemma":0.00001806162,"threshold_uncertainty_score":0.5419193},"labels":[],"label_agreement":null},{"id":"W4399589243","doi":"10.1016/j.sleep.2024.06.011","title":"Screening and risk assessment for sleep-related breathing disorders in individuals living with spinal cord injury","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sciencetech (Canada); Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; University Health Network; University of Toronto; Health Sciences Centre","funders":"","keywords":"Polysomnography; Medicine; Spinal cord injury; Breathing; Physical therapy; Sleep apnea; Apnea–hypopnea index; Apnea; Sleep (system call); Sleep disordered breathing; Physical medicine and rehabilitation; Obstructive sleep apnea; Spinal cord; Anesthesia; Psychiatry","score_opus":0.01690239963120567,"score_gpt":0.3508215968917451,"score_spread":0.3339191972605394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399589243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95598245,0.0035757867,0.031146346,0.004641818,0.0003645929,0.0019724783,0.000034646902,0.00019640119,0.00208549],"genre_scores_gemma":[0.9892692,0.0003045057,0.009684809,0.00008521195,0.00025763578,0.00015860109,0.0000433878,0.00008720187,0.00010943916],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971431,0.00014857309,0.00053608057,0.0007161918,0.0008162055,0.0006398513],"domain_scores_gemma":[0.99842983,0.00073531305,0.0001136973,0.00031072187,0.000112122,0.0002982997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019639768,0.00033294078,0.0005993113,0.00085881405,0.00016924566,0.00005958622,0.0001383075,0.00015245618,0.00017782439],"category_scores_gemma":[0.00067138433,0.00024320805,0.000069403315,0.00088742876,0.00042319953,0.00027032825,0.00013586196,0.0010531013,0.0000043791238],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031132833,0.00007606559,0.46387643,0.00043363954,0.00048672644,0.000043753495,0.00069843937,0.000013547672,0.0004040261,0.00048197046,0.0000530874,0.533121],"study_design_scores_gemma":[0.0057319333,0.0101407245,0.9317762,0.005171954,0.0008766143,0.00018286388,0.0034558792,0.040348496,0.00005922248,0.0008090833,0.001054871,0.0003921288],"about_ca_topic_score_codex":0.00037619416,"about_ca_topic_score_gemma":0.0001052863,"teacher_disagreement_score":0.53272885,"about_ca_system_score_codex":0.00020655114,"about_ca_system_score_gemma":0.00006123402,"threshold_uncertainty_score":0.99177366},"labels":[],"label_agreement":null},{"id":"W4399621441","doi":"10.1136/oemed-2023-109262","title":"Lack of association of impaired upper airway sensation with the presence or absence of obstructive sleep apnoea or chronic rhinosinusitis in World Trade Center responders","year":2024,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; National Heart, Lung, and Blood Institute; National Institute of Environmental Health Sciences; Division of Materials Research; Centers for Disease Control and Prevention; York University; Icahn School of Medicine at Mount Sinai","keywords":"Medicine; Airway; Sensation; Internal medicine; Body mass index; Cohort; Polysomnography; Cardiology; Anesthesia","score_opus":0.02268066132625668,"score_gpt":0.2930472781345635,"score_spread":0.2703666168083068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399621441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996039,0.00035487642,0.00012493096,0.0026715775,0.00006105886,0.00047957347,0.00011968654,0.00000596613,0.0001433598],"genre_scores_gemma":[0.9989316,0.00008354223,0.00019076884,0.00004923569,0.00007351735,0.000017096932,0.000080765,0.000012555756,0.00056092243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841,0.00009486422,0.00033983475,0.00022590841,0.00077251124,0.00015690303],"domain_scores_gemma":[0.9990325,0.00060094974,0.00015573263,0.00013524319,0.000021270504,0.00005431978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003062488,0.00012435176,0.00027375502,0.00021218901,0.000028854067,0.0000027705998,0.000058218597,0.00005224132,0.00061725354],"category_scores_gemma":[0.00011388189,0.000066499706,0.00003348973,0.00038015176,0.00055609696,0.00012785976,0.00003252239,0.00017656882,0.0000014152369],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006307246,0.00022894234,0.8814737,0.00058592064,0.00026819418,0.000042877808,0.004053947,0.00013868716,0.09078863,0.00024666754,0.00033695425,0.015528201],"study_design_scores_gemma":[0.002142893,0.00092628266,0.9821939,0.00051226903,0.00006300064,0.000038351805,0.0014315738,0.0037768346,0.008665467,0.000024046749,0.00015850566,0.00006688653],"about_ca_topic_score_codex":0.00009077264,"about_ca_topic_score_gemma":0.00020030042,"teacher_disagreement_score":0.10072016,"about_ca_system_score_codex":0.00040211392,"about_ca_system_score_gemma":0.00006036953,"threshold_uncertainty_score":0.6758494},"labels":[],"label_agreement":null},{"id":"W4399670433","doi":"10.1093/sleepadvances/zpae035","title":"Oral appliance therapy and hypoglossal nerve stimulation as non-positive airway pressure treatment alternatives for obstructive sleep apnea: a narrative expert review","year":2024,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"H2020 European Research Council; National Institutes of Health; Sleep Research Society Foundation; American Academy of Sleep Medicine Foundation; Regeneron Pharmaceuticals; Brin Wojcicki Foundation; Sleep Research Society; Patient-Centered Outcomes Research Institute; National Heart, Lung, and Blood Institute; U.S. Department of Defense","keywords":"Hypoglossal nerve; Obstructive sleep apnea; Oral appliance; Medicine; Stimulation; Sleep (system call); Narrative review; Sleep apnea; Narrative; Tongue; Physical medicine and rehabilitation; Anesthesia; Intensive care medicine; Computer science; Internal medicine; Pathology; Art","score_opus":0.026663005460685243,"score_gpt":0.3718409574458765,"score_spread":0.34517795198519124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399670433","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24084044,0.71866184,0.020294998,0.0038650648,0.0012328436,0.012151376,0.00042058495,0.00029985246,0.0022329818],"genre_scores_gemma":[0.9674038,0.018749861,0.009363468,0.00031425693,0.0006899767,0.0024108558,0.00016490811,0.00010431922,0.00079850707],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99739975,0.00014039547,0.00040378526,0.0010116802,0.00053181814,0.0005125824],"domain_scores_gemma":[0.9984223,0.00047811487,0.00014106445,0.0003209749,0.000411504,0.00022604095],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019701166,0.0005038392,0.00075656764,0.00015896698,0.0002473246,0.00008873678,0.00014815594,0.000108234875,0.00012635504],"category_scores_gemma":[0.0001300914,0.00036890837,0.00022852994,0.00039008821,0.00039426706,0.00079086487,0.000059220325,0.00024998453,0.000023431381],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019878005,0.00032362674,0.0009139427,0.001156372,0.0019762672,0.00011046887,0.009212061,0.00011610217,0.0065354756,0.0011152802,0.00008558514,0.976467],"study_design_scores_gemma":[0.043751016,0.03755424,0.02990287,0.013087383,0.0035669713,0.0008476783,0.023530886,0.20506614,0.37938255,0.018668482,0.23967396,0.004967818],"about_ca_topic_score_codex":0.000053235908,"about_ca_topic_score_gemma":0.000011932594,"teacher_disagreement_score":0.9714992,"about_ca_system_score_codex":0.00025573236,"about_ca_system_score_gemma":0.0000591535,"threshold_uncertainty_score":0.99987626},"labels":[],"label_agreement":null},{"id":"W4399880997","doi":"10.1249/fit.0000000000000979","title":"A Case for Pilates as Treatment for Obstructive Sleep Apnea","year":2024,"lang":"en","type":"article","venue":"ACSMʼs Health & Fitness Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Society for Exercise Physiology","funders":"","keywords":"Obstructive sleep apnea; Medicine; Physical medicine and rehabilitation; Sleep (system call); Physical therapy; Sleep apnea; Cardiology; Computer science","score_opus":0.06507753103349426,"score_gpt":0.4107792027075057,"score_spread":0.34570167167401145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399880997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8985278,0.014203203,0.03971195,0.03480499,0.00412457,0.007213971,0.0005787916,0.00026128942,0.0005734504],"genre_scores_gemma":[0.9868563,0.0002492434,0.008492924,0.00055427896,0.002107296,0.0006467091,0.00006195473,0.00012925253,0.0009020371],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.9971363,0.000107989814,0.0007033633,0.0005388215,0.0004419381,0.0010715704],"domain_scores_gemma":[0.9971526,0.00086227583,0.00017952528,0.0003110354,0.0006018066,0.000892759],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008597687,0.000344889,0.00067206076,0.00044120348,0.00078259525,0.00019921405,0.00013974623,0.00015102043,0.00021110538],"category_scores_gemma":[0.00039497638,0.0002594412,0.0004280809,0.00035924406,0.00014438244,0.00028535217,0.000038303726,0.0005201093,0.000048260335],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026578198,0.00042860548,0.0011158389,0.0020015172,0.0013902106,0.0066402066,0.0041970415,0.000032270535,0.0007541176,0.004784789,0.0016551152,0.97434247],"study_design_scores_gemma":[0.038841955,0.040370096,0.0043252083,0.0014986709,0.0018638013,0.5045216,0.013616235,0.06278402,0.014455666,0.036290303,0.27969748,0.0017349832],"about_ca_topic_score_codex":0.00013767144,"about_ca_topic_score_gemma":0.00004343442,"teacher_disagreement_score":0.9726075,"about_ca_system_score_codex":0.0016048481,"about_ca_system_score_gemma":0.00089223206,"threshold_uncertainty_score":0.99998575},"labels":[],"label_agreement":null},{"id":"W4399938783","doi":"10.1007/s00405-024-08756-0","title":"Impact of excessive daytime sleepiness on attention impairment in obstructive sleep apnea: a cross-sectional observational study","year":2024,"lang":"en","type":"article","venue":"European Archives of Oto-Rhino-Laryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Epworth Sleepiness Scale; Obstructive sleep apnea; Montreal Cognitive Assessment; Excessive daytime sleepiness; Medicine; Body mass index; Observational study; Physical therapy; Sleep apnea; Apnea–hypopnea index; Internal medicine; Apnea; Cognition; Cognitive impairment; Psychology; Polysomnography; Sleep disorder; Psychiatry","score_opus":0.04702909124902233,"score_gpt":0.3670602316034811,"score_spread":0.3200311403544588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399938783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98999673,0.00015654147,0.00073943264,0.00009999572,0.0004222069,0.0017161258,0.00026770716,0.0000781868,0.006523073],"genre_scores_gemma":[0.99827945,0.000007773835,0.00066640996,0.000031331914,0.00028005065,0.00007550639,0.00031169623,0.00009662566,0.00025116597],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953244,0.0011365196,0.0011538747,0.0009938207,0.0007908511,0.0006005428],"domain_scores_gemma":[0.9976552,0.0009268886,0.0003215281,0.0006233436,0.00025446617,0.00021854183],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007698645,0.00043593673,0.0007818851,0.0013235731,0.00009594932,0.000042166863,0.00045976404,0.00008588606,0.00046257023],"category_scores_gemma":[0.0005129253,0.00037353422,0.00051962136,0.0007471975,0.00063338835,0.0002796259,0.00043466027,0.0008275477,0.00012603385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029681763,0.0022903003,0.9368601,0.0002765953,0.0012434946,0.00077996164,0.001972618,0.00083797897,0.047910593,0.0008441965,0.000019311046,0.0039967047],"study_design_scores_gemma":[0.0036008277,0.00485182,0.984006,0.0001528862,0.00008336549,0.0001685288,0.00021982641,0.0055991556,0.0006533787,0.00039531593,0.00001895612,0.00024995525],"about_ca_topic_score_codex":0.0001727012,"about_ca_topic_score_gemma":0.000012621774,"teacher_disagreement_score":0.047257215,"about_ca_system_score_codex":0.00026801138,"about_ca_system_score_gemma":0.00016451124,"threshold_uncertainty_score":0.9998717},"labels":[],"label_agreement":null},{"id":"W4400075778","doi":"10.1136/thorax-2023-220032","title":"Sleep-disordered breathing in children and adults with intellectual disability: mind the gap!","year":2024,"lang":"en","type":"review","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Sleep disordered breathing; Intellectual disability; Sleep (system call); Breathing; Psychiatry; Audiology; Pediatrics; Cardiology; Obstructive sleep apnea","score_opus":0.03521891379254586,"score_gpt":0.35114263572674437,"score_spread":0.3159237219341985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400075778","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020953318,0.9750545,0.000017477072,0.00022511512,0.000053644784,0.002960944,0.00006829117,0.000037119415,0.0006295708],"genre_scores_gemma":[0.011639194,0.9871706,0.00018146497,0.000015745954,0.00025161047,0.00017562741,0.0001691365,0.00012567616,0.00027098024],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974661,0.00033169633,0.0004639446,0.0008018141,0.00048442036,0.00045201313],"domain_scores_gemma":[0.998436,0.00058467616,0.00008353996,0.0006962161,0.000053388063,0.00014620803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000621759,0.00048272242,0.0013389566,0.00022779181,0.00007207134,0.00008835167,0.00027327315,0.00024871947,0.00018258534],"category_scores_gemma":[0.0004890131,0.00024421423,0.0001933478,0.0008945192,0.0006439021,0.000057473757,0.00034001246,0.0016349733,0.00014704856],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012747305,0.000082649014,0.00079054304,0.007164286,0.00042051144,0.000050666484,0.0012891572,6.651096e-8,1.02307574e-7,0.000020186728,0.00003808334,0.9900163],"study_design_scores_gemma":[0.009606991,0.0042344397,0.011194843,0.17043641,0.023294503,0.017008135,0.0071524917,0.0013449017,0.00001367501,0.0005507507,0.75088876,0.0042740726],"about_ca_topic_score_codex":0.00017728166,"about_ca_topic_score_gemma":0.00010544916,"teacher_disagreement_score":0.9857422,"about_ca_system_score_codex":0.00025763223,"about_ca_system_score_gemma":0.00010833679,"threshold_uncertainty_score":0.99587667},"labels":[],"label_agreement":null},{"id":"W4400088652","doi":"10.1002/lary.31609","title":"Predicting Therapeutic Response to Hypoglossal Nerve Stimulation Using Deep Learning","year":2024,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"National Institute of General Medical Sciences","keywords":"Medicine; Artificial intelligence; F1 score; Hypoglossal nerve; Discriminative model; Logistic regression; Recall; Random forest; Machine learning; Tongue; Computer science; Internal medicine; Psychology; Pathology","score_opus":0.03754902127438036,"score_gpt":0.3493615229596259,"score_spread":0.31181250168524555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400088652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878189,0.0014381814,0.0064293356,0.002341382,0.00026676012,0.00067901216,0.0000025572135,0.0002563046,0.000767589],"genre_scores_gemma":[0.9975931,0.0000045611364,0.0009940717,0.00021711626,0.00038692218,0.000019636116,0.000005953178,0.000067087436,0.0007115486],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980381,0.00048219622,0.00022071908,0.00032767066,0.00052453537,0.00040674116],"domain_scores_gemma":[0.9987285,0.0006946073,0.000029436014,0.00029624073,0.0001081348,0.0001430523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014289963,0.00015835646,0.00019090604,0.0002173906,0.00027190213,0.00013463476,0.00014672027,0.00007388361,0.00022494732],"category_scores_gemma":[0.0005549724,0.00010943439,0.0000823735,0.0007506451,0.000081971775,0.0001533531,0.00014633076,0.0006200479,0.00028040935],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039869575,0.000063059626,0.0521811,0.0001674254,0.00037108728,0.00030127412,0.0048799473,0.009086858,0.8455015,0.00029245374,0.000023100676,0.083145276],"study_design_scores_gemma":[0.00096851814,0.0008744772,0.15474075,0.0003461912,0.00027748427,0.0002574565,0.00085038587,0.82389235,0.0137772225,0.00023345998,0.0035455343,0.00023614184],"about_ca_topic_score_codex":0.00008093432,"about_ca_topic_score_gemma":0.0000059339236,"teacher_disagreement_score":0.8317242,"about_ca_system_score_codex":0.00024734696,"about_ca_system_score_gemma":0.00007544169,"threshold_uncertainty_score":0.4462605},"labels":[],"label_agreement":null},{"id":"W4400150312","doi":"10.1093/sleep/zsae141","title":"Association between sleep microarchitecture and cognition in obstructive sleep apnea","year":2024,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; McGill University Health Centre; University of British Columbia; Foothills Medical Centre; University of Manitoba; University of Calgary; Misericordia Community Hospital; Research Manitoba; Manitoba Health","funders":"Canadian Institutes of Health Research","keywords":"Polysomnography; Obstructive sleep apnea; Non-rapid eye movement sleep; Montreal Cognitive Assessment; Audiology; Sleep Stages; Cognition; Mediation; Sleep apnea; Effects of sleep deprivation on cognitive performance; Psychology; Internal medicine; Medicine; Apnea; Electroencephalography; Psychiatry; Cognitive impairment","score_opus":0.01262935516069175,"score_gpt":0.2833991908104717,"score_spread":0.27076983564977997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400150312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98815167,0.0015142853,0.001306693,0.0029657972,0.0004229379,0.00089173607,0.00012673643,0.00018513463,0.0044349963],"genre_scores_gemma":[0.99784845,0.00002153544,0.0008525388,0.0001115427,0.0005669433,0.00006008723,0.00018616607,0.00006148632,0.00029124005],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99764055,0.00016361511,0.00036565016,0.00062886876,0.0006263453,0.0005749413],"domain_scores_gemma":[0.9989588,0.00036460962,0.000072371986,0.00023152451,0.00016123027,0.0002114109],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004910663,0.00026530877,0.00041082065,0.0006018939,0.00008974933,0.00011033312,0.00010284567,0.00030356486,0.0002177625],"category_scores_gemma":[0.0003860474,0.00025037973,0.0001138127,0.00072078075,0.00013339442,0.00021358028,0.000119236174,0.0009868812,0.00018133182],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022380713,0.00010765191,0.39885408,0.0005221494,0.0009957213,0.0002736517,0.0023538163,0.000013306354,0.022158789,0.0004186872,0.00013818583,0.57394016],"study_design_scores_gemma":[0.0037429787,0.00043082953,0.9558684,0.00024932149,0.0008807752,0.0001290756,0.00089914794,0.00934829,0.017439192,0.0066743116,0.0037625069,0.0005751278],"about_ca_topic_score_codex":0.00006189446,"about_ca_topic_score_gemma":0.000053232663,"teacher_disagreement_score":0.57336503,"about_ca_system_score_codex":0.00060932984,"about_ca_system_score_gemma":0.000026404805,"threshold_uncertainty_score":0.9999949},"labels":[],"label_agreement":null},{"id":"W4400192959","doi":"10.1080/17476348.2024.2375428","title":"The latest on positive airway pressure for pediatric obstructive sleep apnea","year":2024,"lang":"en","type":"review","venue":"Expert Review of Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Positive airway pressure; Airway; Continuous positive airway pressure; Sleep apnea; Population; Intensive care medicine; Positive pressure; Pediatrics; Anesthesia","score_opus":0.04993264326092016,"score_gpt":0.4107021698762433,"score_spread":0.36076952661532313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400192959","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.997067e-7,0.9819386,0.00002501163,0.0017552584,0.0019552917,0.009820088,0.00028042187,0.000095414405,0.004129436],"genre_scores_gemma":[0.0000033010358,0.9890056,0.000121759076,0.0013982273,0.005863792,0.0020693971,0.00018293438,0.0002804359,0.0010745062],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927868,0.0008441401,0.0023796994,0.0013488729,0.0017786772,0.0008617587],"domain_scores_gemma":[0.9919464,0.0033538912,0.001155333,0.0018594922,0.0011872211,0.00049764337],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025733127,0.0012275198,0.0053524845,0.00064383395,0.0002776478,0.000026178022,0.00094119675,0.00054325565,0.00027908006],"category_scores_gemma":[0.005387539,0.00060709595,0.001697345,0.0015059627,0.0008957421,0.00006872297,0.0002661212,0.00178296,0.00020762057],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009642261,0.00007774817,0.0000021764351,0.2697377,0.001134883,0.00006849985,0.000096331656,4.53894e-8,0.000002496374,0.0004168787,0.073333465,0.65503335],"study_design_scores_gemma":[0.00072498014,0.0020545556,0.0000059363915,0.15845926,0.008239937,0.0000760538,0.000052448588,0.0000050585318,0.000010874207,0.000021912201,0.8299629,0.00038608556],"about_ca_topic_score_codex":0.0000061322257,"about_ca_topic_score_gemma":0.0000011727892,"teacher_disagreement_score":0.7566294,"about_ca_system_score_codex":0.00038315717,"about_ca_system_score_gemma":0.00052991376,"threshold_uncertainty_score":0.999638},"labels":[],"label_agreement":null},{"id":"W4400200744","doi":"10.1080/01658107.2024.2371158","title":"Obstructive Sleep Apnea in Idiopathic Intracranial Hypertension: Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Neuro-Ophthalmology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Meta-analysis; Obstructive sleep apnea; Medicine; Sleep apnea; Systematic review; Cardiology; Internal medicine; MEDLINE","score_opus":0.10079160541285478,"score_gpt":0.3732100393506321,"score_spread":0.2724184339377773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400200744","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000082118655,0.9920001,0.0000052713613,0.00059451454,0.000346785,0.0064103403,0.00012299206,0.000071074035,0.00036677506],"genre_scores_gemma":[0.0024676886,0.99464643,0.00011934264,0.0003931927,0.00014023321,0.0016904233,0.00008360949,0.00021040681,0.00024869465],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9902616,0.0032487288,0.0026480535,0.0021100685,0.00085163605,0.00087987114],"domain_scores_gemma":[0.9955331,0.0012221136,0.0007318971,0.0017820786,0.00033759788,0.00039317546],"candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0015749178,0.0012859298,0.022026315,0.0020873349,0.00008089634,0.000061289706,0.0005574645,0.0008910345,0.00073052745],"category_scores_gemma":[0.0027145818,0.00083165854,0.004045119,0.0037320838,0.00043515518,0.00010196076,0.00059075386,0.0029533429,0.0004736944],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017230721,0.00009951724,0.000008606865,0.85309225,0.10540678,0.038956374,0.000021426753,1.9310689e-7,0.000001893606,0.0000754013,0.000012215417,0.0023081012],"study_design_scores_gemma":[0.0002286276,0.00029073932,0.0000225657,0.01633806,0.85600394,0.12565804,0.0000135188075,0.000070179536,2.8231435e-7,0.00007579627,0.00082458614,0.00047365177],"about_ca_topic_score_codex":0.000034422585,"about_ca_topic_score_gemma":0.0000026543678,"teacher_disagreement_score":0.8367542,"about_ca_system_score_codex":0.0002538327,"about_ca_system_score_gemma":0.00015959854,"threshold_uncertainty_score":0.9999893},"labels":[],"label_agreement":null},{"id":"W4400237430","doi":"10.29309/tpmj/2024.31.07.8144","title":"Comparison of Post-Tonsillectomy Hemorrhage rate in patients undergoing two commonly used Tonsillectomy Methods.","year":2024,"lang":"en","type":"article","venue":"The Professional Medical Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Medicine; Tonsillectomy; Diathermy; Surgery; Group B; Anesthesia","score_opus":0.04202258149473157,"score_gpt":0.45259080210697294,"score_spread":0.41056822061224135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400237430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97921795,0.0013449333,0.0015036954,0.014852668,0.001635305,0.0005630778,0.000007067125,0.000038885595,0.0008363921],"genre_scores_gemma":[0.99516875,0.000017713792,0.003675462,0.0005236336,0.0002978641,0.000015357544,0.000016299056,0.000043648986,0.00024129395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99383104,0.002209509,0.0009921268,0.00028957037,0.002100856,0.00057690847],"domain_scores_gemma":[0.9938897,0.0046888115,0.00018819555,0.00028425537,0.00042112917,0.00052794686],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0045126667,0.0002384765,0.0006872824,0.0004954389,0.00026217836,0.000046650428,0.00046405956,0.00018132066,0.0018534533],"category_scores_gemma":[0.004284292,0.00013384449,0.00021079057,0.0008754011,0.0004331623,0.00015325563,0.00034660994,0.0034225916,0.000049801944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036373343,0.0031979708,0.5878518,0.0011529805,0.00090383546,0.0015473138,0.009033106,0.000034334018,0.02079774,0.0013274773,0.0027437706,0.36777234],"study_design_scores_gemma":[0.030795606,0.0033174728,0.81730026,0.009411724,0.0005665395,0.0018602281,0.009673428,0.08844054,0.029036934,0.007125901,0.0015936166,0.0008777539],"about_ca_topic_score_codex":0.000024904708,"about_ca_topic_score_gemma":0.000042208438,"teacher_disagreement_score":0.36689457,"about_ca_system_score_codex":0.00030977628,"about_ca_system_score_gemma":0.001385239,"threshold_uncertainty_score":0.99905896},"labels":[],"label_agreement":null},{"id":"W4400295837","doi":"10.1161/hypertensionaha.124.20433","title":"Sleep Apnea, Autonomic Disturbances, and Blood Pressure Variability","year":2024,"lang":"en","type":"review","venue":"Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Blood pressure; Medicine; Obstructive sleep apnea; Apnea; Nocturnal; Circadian rhythm; Sleep apnea; Cardiology; Autonomic nervous system; Internal medicine; Sleep (system call); Anesthesia; Heart rate","score_opus":0.0406143595288869,"score_gpt":0.31538584695876715,"score_spread":0.2747714874298802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400295837","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000067953755,0.9959582,0.000016606644,0.00011219362,0.0006166832,0.0016192228,0.000099797246,0.00016189717,0.0013474349],"genre_scores_gemma":[0.0018497077,0.99584854,0.00037801705,0.000046797453,0.0005008898,0.000116427706,0.00017734495,0.00012737086,0.0009548906],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99714875,0.00024557282,0.00056662026,0.001186066,0.000416807,0.00043617605],"domain_scores_gemma":[0.99821013,0.0002796552,0.0001237165,0.0009515554,0.00014295381,0.00029198529],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00054314535,0.0005513871,0.0021942337,0.0002364905,0.00009447804,0.00007203916,0.00018048758,0.00054031145,0.00010440303],"category_scores_gemma":[0.0003936071,0.00036265692,0.0004326705,0.00034066933,0.0002360983,0.000070815135,0.0004180851,0.0011786334,0.0002609807],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021037602,0.00016788728,0.00003924354,0.043023262,0.0014702501,0.00028518037,0.000018410325,7.5839736e-8,0.000026543987,0.00016688561,0.00089385983,0.95388734],"study_design_scores_gemma":[0.00046466058,0.00014100428,0.000104150124,0.004463945,0.025287874,0.0016256128,0.0000055025353,0.0009389452,0.000004864729,0.000074050615,0.96655536,0.000334012],"about_ca_topic_score_codex":0.000027291857,"about_ca_topic_score_gemma":0.0000013126947,"teacher_disagreement_score":0.9656615,"about_ca_system_score_codex":0.000079870566,"about_ca_system_score_gemma":0.00012763453,"threshold_uncertainty_score":0.9998825},"labels":[],"label_agreement":null},{"id":"W4400424518","doi":"10.1186/s12938-024-01254-8","title":"Measures of overnight oxygen saturation to characterize sleep apnea severity and predict postoperative respiratory depression","year":2024,"lang":"en","type":"article","venue":"BioMedical Engineering OnLine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Apnea; Sleep apnea; Anesthesia; Logistic regression; Apnea–hypopnea index; Polysomnography; Respiratory system; Hypopnea; Depression (economics); Oxygen saturation; Obstructive sleep apnea; Severity of illness; Respiratory monitoring; Internal medicine; Oxygen","score_opus":0.02372418843537883,"score_gpt":0.2854548736151433,"score_spread":0.2617306851797645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400424518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98238003,0.0012844403,0.013079553,0.0017817396,0.00042547905,0.0005186425,0.0003168116,0.00018409148,0.00002918964],"genre_scores_gemma":[0.996074,0.000020886371,0.0030116106,0.0001620187,0.0004546248,0.000024558316,0.00017204577,0.000038469472,0.00004178385],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9982541,0.00003935499,0.0003434389,0.00038337236,0.0007195468,0.0002601387],"domain_scores_gemma":[0.9990787,0.000109910856,0.000026709267,0.0002255059,0.00014280807,0.00041638402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031285177,0.00018997282,0.00032047657,0.0003439427,0.00003254884,0.000026654456,0.000095078176,0.00017308648,0.00006075084],"category_scores_gemma":[0.00074961426,0.00014856904,0.00006189729,0.00045468047,0.00010219188,0.00012435431,0.00012693451,0.0003852383,0.000009026063],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000227637,0.00014838032,0.0010206905,0.0005001985,0.00015912927,0.00010176475,0.00033303007,0.000017828226,0.9010795,0.00005244367,0.00020091126,0.09615852],"study_design_scores_gemma":[0.0016739465,0.0011475418,0.68202794,0.00087405473,0.00013577568,0.00013872967,0.00007877452,0.17320833,0.04795981,0.0000072521157,0.092339,0.000408881],"about_ca_topic_score_codex":0.000015217198,"about_ca_topic_score_gemma":0.0000019682575,"teacher_disagreement_score":0.8531197,"about_ca_system_score_codex":0.00011695147,"about_ca_system_score_gemma":0.00006630021,"threshold_uncertainty_score":0.605847},"labels":[],"label_agreement":null},{"id":"W4400483775","doi":"10.15331/jdsm.7344","title":"The Effect of Mandibular Advancement Devices on Sympathetic Nerve Activity and Markers of Cardiovascular Health in Obstructive Sleep Apnea Patients: A Prospective Case Series Protocol","year":2024,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Medicine Hat College","funders":"","keywords":"Medicine; Obstructive sleep apnea; Microneurography; Heart rate; Blood pressure; Heart rate variability; Physical therapy; Sleep apnea; Cardiology; Internal medicine; Baroreflex","score_opus":0.006894628236123035,"score_gpt":0.302776157036728,"score_spread":0.295881528800605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400483775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742999,0.0029976575,0.00010368895,0.0005825164,0.00027832924,0.02158961,0.000013281074,0.0000076293204,0.00012740323],"genre_scores_gemma":[0.9981672,0.000072655595,0.00008995399,0.000012529788,0.00011535992,0.0015000317,0.0000021112617,0.000032636737,0.0000075102234],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966378,0.0005675486,0.00086774246,0.00031411892,0.0012692937,0.00034347875],"domain_scores_gemma":[0.99821436,0.00048006378,0.0005066625,0.00030400365,0.00026503595,0.00022985658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021093,0.00029133912,0.0011197383,0.0003871867,0.00009896157,0.000015274221,0.00013712286,0.00007443091,0.000017271223],"category_scores_gemma":[0.0004289282,0.00016226337,0.00028059658,0.00057440007,0.0006444461,0.000268016,0.0001088998,0.00063783047,7.3859366e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023939801,0.0006771915,0.4152229,0.005221508,0.0047725416,0.0058677117,0.0025407062,0.00017847006,0.001303178,0.00009710777,0.000029930123,0.5401489],"study_design_scores_gemma":[0.058117278,0.1780228,0.6581278,0.010940702,0.002824949,0.021352662,0.010766755,0.0026097805,0.05390555,0.00035519883,0.0022741933,0.0007023546],"about_ca_topic_score_codex":0.00019546767,"about_ca_topic_score_gemma":0.000062362386,"teacher_disagreement_score":0.5394466,"about_ca_system_score_codex":0.00074219605,"about_ca_system_score_gemma":0.000050520553,"threshold_uncertainty_score":0.66169083},"labels":[],"label_agreement":null},{"id":"W4400483781","doi":"10.15331/jdsm.7340","title":"Testing, Testing","year":2024,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Reliability engineering; Engineering","score_opus":0.05087793044310833,"score_gpt":0.35164816939502586,"score_spread":0.3007702389519175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400483781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96605253,0.0047521335,0.0006347296,0.0024317664,0.0016667322,0.00021954475,0.000001457669,0.000071774775,0.0241693],"genre_scores_gemma":[0.9909921,0.000012127968,0.0056317346,0.00024084059,0.0027333566,0.0000019726976,0.0000021410347,0.000043750977,0.00034193226],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99753267,0.00005133097,0.00067958026,0.00019601398,0.0012149888,0.0003254143],"domain_scores_gemma":[0.9981105,0.00067256147,0.00017511426,0.0001697041,0.000449271,0.00042290328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093875313,0.00017724572,0.00045914442,0.00045916133,0.000057691563,0.0000289965,0.0001771038,0.000075260796,0.0007750788],"category_scores_gemma":[0.0041681305,0.000116440286,0.00011864607,0.001172007,0.0002635418,0.00020160286,0.000086688626,0.00083898124,0.000105068815],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022649654,0.00018609072,0.38134372,0.00039098162,0.00041527493,0.0116557125,0.0003455119,0.000011589844,0.18855044,0.000105102685,0.005378464,0.4113906],"study_design_scores_gemma":[0.011284424,0.015977072,0.7779662,0.008565289,0.002138431,0.12025897,0.002626324,0.019267552,0.011186749,0.0013690622,0.028722893,0.00063705293],"about_ca_topic_score_codex":0.00003259901,"about_ca_topic_score_gemma":0.0000023463456,"teacher_disagreement_score":0.41075355,"about_ca_system_score_codex":0.00031290198,"about_ca_system_score_gemma":0.000076339806,"threshold_uncertainty_score":0.8486569},"labels":[],"label_agreement":null},{"id":"W4400548229","doi":"10.1097/01.hjh.0001027012.76690.a8","title":"58. Association between Cognitive Dysfunction and Obstructive Sleep Apnea in Hypertensive Patients: Systematic Review","year":2024,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Association (psychology); Cognition; Sleep apnea; Cardiology; Internal medicine; Intensive care medicine; Psychiatry; Psychotherapist","score_opus":0.022486101972305782,"score_gpt":0.27524612652102587,"score_spread":0.2527600245487201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400548229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9561578,0.03983143,0.00018479505,0.0017104954,0.00058616366,0.0013532252,0.000015786341,0.000022936105,0.00013737347],"genre_scores_gemma":[0.9970022,0.0020249109,0.000118478216,0.0005272367,0.00021620549,0.00001228381,0.00001978423,0.000032753298,0.00004617052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99730325,0.0003206247,0.0009127532,0.00025687812,0.00095033477,0.00025616144],"domain_scores_gemma":[0.99611,0.00096483785,0.00043795345,0.00012230038,0.0021981725,0.00016669993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010557971,0.00019814557,0.0011882593,0.00052527036,0.000053857544,0.00004378053,0.00005897289,0.00015149325,0.000023135264],"category_scores_gemma":[0.0055149007,0.00013801624,0.00018162352,0.0005404407,0.00004842701,0.00042622173,0.00005004595,0.00071360765,0.0000321023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013663365,0.00093318964,0.5164598,0.38615417,0.007426291,0.004254107,0.0016907775,0.0000031210577,0.008990288,0.00007929458,0.0022974128,0.070345186],"study_design_scores_gemma":[0.0070429477,0.0025044654,0.7001886,0.27119023,0.010648648,0.0023716781,0.002068217,0.0020531106,0.0010439989,0.0003194909,0.000099778386,0.00046886693],"about_ca_topic_score_codex":0.000010147859,"about_ca_topic_score_gemma":0.0000017673651,"teacher_disagreement_score":0.18372877,"about_ca_system_score_codex":0.00061236974,"about_ca_system_score_gemma":0.000055056626,"threshold_uncertainty_score":0.660225},"labels":[],"label_agreement":null},{"id":"W4400585875","doi":"10.1002/lary.31630","title":"Outcome Reporting in Prospective Studies Evaluating Neurostimulation for Obstructive Sleep Apnea","year":2024,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polysomnography; Apnea–hypopnea index; Obstructive sleep apnea; Sleep apnea; Hypopnea; Apnea; Meta-analysis; Cochrane Library; Physical therapy; Anesthesia; Internal medicine","score_opus":0.2947569070051986,"score_gpt":0.5301131372431233,"score_spread":0.23535623023792468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400585875","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001981715,0.98533344,0.000079942954,0.0002571735,0.0010347277,0.010462595,0.000053310865,0.00013823887,0.0006588599],"genre_scores_gemma":[0.0067677274,0.9804986,0.0027426654,0.00013185479,0.0016928603,0.0055688857,0.00018956175,0.0005322552,0.0018755519],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994079,0.00045317493,0.0028648935,0.0011006669,0.0008076006,0.0006946614],"domain_scores_gemma":[0.99522007,0.001674234,0.0016414336,0.00078044314,0.0005856763,0.00009815586],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00386833,0.0006766639,0.0030664457,0.0005127694,0.000235289,0.00009061293,0.00031086963,0.00027362202,0.000019274712],"category_scores_gemma":[0.016062103,0.00039918305,0.000789382,0.0012986651,0.00025534802,0.00014484524,0.00049153186,0.0016795855,0.00010175253],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014607962,0.000070670176,0.0022204032,0.046950802,0.0015780258,0.00020913724,0.0013749198,0.000020599091,0.000019252955,0.0004428499,0.00004428457,0.94692296],"study_design_scores_gemma":[0.020729372,0.010737283,0.032605182,0.21053512,0.10842755,0.006011624,0.011596522,0.08024928,0.00028032344,0.030901812,0.47841495,0.009510972],"about_ca_topic_score_codex":0.000019561809,"about_ca_topic_score_gemma":0.000012929356,"teacher_disagreement_score":0.937412,"about_ca_system_score_codex":0.0011362976,"about_ca_system_score_gemma":0.00020632376,"threshold_uncertainty_score":0.999846},"labels":[],"label_agreement":null},{"id":"W4400614760","doi":"10.1038/s41598-024-67022-9","title":"State-of-the-art sleep arousal detection evaluated on a comprehensive clinical dataset","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Technische Universität Dresden; Bundesministerium für Bildung und Forschung; National Institutes of Health; Case Western Reserve University; European Regional Development Fund; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Computer science; Metric (unit); Arousal; Artificial intelligence; Sleep (system call); Machine learning; Sleep architecture; Sleep Stages; Recall; Receiver operating characteristic; Polysomnography; Psychology; Cognitive psychology; Psychiatry; Electroencephalography","score_opus":0.06128067054640161,"score_gpt":0.3958156487117076,"score_spread":0.334534978165306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400614760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98098046,0.00014485935,0.0003024442,0.00033616097,0.016558036,0.0009572352,0.00011590366,0.000085528,0.0005193588],"genre_scores_gemma":[0.9977867,0.0000022328177,0.000098006916,0.000052638843,0.00011451706,0.000020375788,0.00047365378,0.00002504061,0.0014268365],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962363,0.0002453339,0.00078848685,0.0009277073,0.0014825646,0.00031961114],"domain_scores_gemma":[0.9975717,0.00021154406,0.00017936798,0.0014071779,0.00044938663,0.00018079976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002475153,0.00014688069,0.0002896792,0.0002769659,0.00017096946,0.00013564168,0.00013330196,0.00007392308,0.00020803438],"category_scores_gemma":[0.0008934941,0.000099451725,0.00019722368,0.0010793529,0.00078195607,0.000111333284,0.0001710541,0.0005174878,0.00034443807],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007670581,0.0009292932,0.019386617,0.0006260636,0.0007790637,0.0059219403,0.00037337028,0.00036352995,0.38634613,0.000044037206,0.16084051,0.42362237],"study_design_scores_gemma":[0.0013524273,0.0012405848,0.09024697,0.0005201789,0.00044456805,0.0030011747,0.00012358648,0.045519326,0.29874802,0.004108419,0.55426824,0.00042650464],"about_ca_topic_score_codex":0.000017017554,"about_ca_topic_score_gemma":0.000023751369,"teacher_disagreement_score":0.42319587,"about_ca_system_score_codex":0.00013033714,"about_ca_system_score_gemma":0.00020639563,"threshold_uncertainty_score":0.44271696},"labels":[],"label_agreement":null},{"id":"W4400695946","doi":"10.3389/fendo.2024.1395886","title":"Association between obstructive sleep apnea risk and type 2 diabetes among Emirati adults: results from the UAE healthy future study","year":2024,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; New York University Abu Dhabi","keywords":"Type 2 diabetes; Medicine; Obstructive sleep apnea; Sleep apnea; Diabetes mellitus; Sleep (system call); Internal medicine; Association (psychology); Endocrinology; Psychology; Computer science","score_opus":0.010016321598451105,"score_gpt":0.2717469398864342,"score_spread":0.2617306182879831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400695946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851018,0.0063787266,0.000113241156,0.0032817353,0.003143693,0.0012540512,0.00039329854,0.00011138386,0.00022203261],"genre_scores_gemma":[0.99688417,0.0004540647,0.0009140723,0.00008965423,0.001291789,0.00007357507,0.0001620324,0.000041471238,0.00008918898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99687517,0.0007211162,0.0005018811,0.0007654862,0.0004147065,0.00072166155],"domain_scores_gemma":[0.9980908,0.0009997726,0.00016241589,0.0004546512,0.0001619525,0.0001304187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045009906,0.00025443456,0.000567964,0.00029044677,0.00016476524,0.00005594463,0.0002229762,0.00022677779,0.000021023297],"category_scores_gemma":[0.0013355406,0.00019030807,0.00006518452,0.00065996754,0.00024672176,0.00015944523,0.00018199702,0.0014713804,0.000018791316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005696951,0.00006473113,0.8638247,0.000026307576,0.0009557798,0.00007250788,0.004245784,0.0000020598716,0.000007797833,0.000015284475,0.0024362307,0.12777911],"study_design_scores_gemma":[0.0033440797,0.000798379,0.97637695,0.000036435093,0.0003136268,0.000002434445,0.013655756,0.0012616939,0.00007678429,0.0005964214,0.0033809277,0.00015653005],"about_ca_topic_score_codex":0.0008227168,"about_ca_topic_score_gemma":0.00043565614,"teacher_disagreement_score":0.12762259,"about_ca_system_score_codex":0.000565459,"about_ca_system_score_gemma":0.000048197657,"threshold_uncertainty_score":0.7760538},"labels":[],"label_agreement":null},{"id":"W4400786879","doi":"10.1183/13993003.00768-2024","title":"Automating detection of inspiratory flow limitation: the next frontier in assessing sleep disordered breathing in pregnancy and risk for adverse pregnancy outcomes?","year":2024,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Pregnancy; Frontier; Breathing; Medicine; Obstetrics; Sleep disordered breathing; High risk pregnancy; Sleep (system call); Intensive care medicine; Computer science; Internal medicine; Anesthesia; Obstructive sleep apnea; Biology","score_opus":0.04768513224976341,"score_gpt":0.30860865852839975,"score_spread":0.26092352627863635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400786879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9217663,0.049813513,0.0065325727,0.013586112,0.0021807873,0.004150453,0.0000887408,0.00016179132,0.0017197671],"genre_scores_gemma":[0.9445576,0.0010883281,0.012326252,0.034292348,0.0053698975,0.00027815707,0.00007517146,0.0013444541,0.00066780153],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99449843,0.0020487674,0.0014287253,0.000622884,0.00079957175,0.00060161494],"domain_scores_gemma":[0.9975487,0.00061525527,0.00091975194,0.00050212204,0.00029911625,0.000115075054],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0022433696,0.00047796004,0.00076077634,0.001155772,0.0003077872,0.00027133964,0.00032880355,0.00032538702,0.000017859358],"category_scores_gemma":[0.0016657762,0.00035798262,0.00031931326,0.00051737495,0.0002090615,0.00068039953,0.00019151394,0.005264814,0.0000134089505],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000952656,0.0001375428,0.22156683,0.003323853,0.0005846309,0.0043621394,0.004448512,0.00018686554,0.0016676431,0.0000029754485,0.0015264334,0.7620973],"study_design_scores_gemma":[0.010787255,0.0010066587,0.91368127,0.03127243,0.0009051262,0.0003785829,0.0025255757,0.014072374,0.00026431587,0.00019590984,0.023890767,0.0010197548],"about_ca_topic_score_codex":0.000009007283,"about_ca_topic_score_gemma":0.000028960216,"teacher_disagreement_score":0.7610776,"about_ca_system_score_codex":0.00043703866,"about_ca_system_score_gemma":0.00018284755,"threshold_uncertainty_score":0.9998872},"labels":[],"label_agreement":null},{"id":"W4400836004","doi":"10.20944/preprints202407.1419.v1","title":"Adherence to Continuous Positive Airway Pressure Therapy (CPAP) in Patients With Obstructive Sleep Apnea (OSA): A Prospective Single-Centre Study Assessing Impact on Quality of Life and the Cues to CPAP Use","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Excessive daytime sleepiness; Quality of life (healthcare); Physical therapy; Apnea–hypopnea index; Sleep apnea; Apnea; Polysomnography; Internal medicine; Sleep disorder; Psychiatry","score_opus":0.08424014132964265,"score_gpt":0.38436048484065666,"score_spread":0.300120343511014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400836004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979847,0.00014510428,0.00003299059,0.00038822833,0.0002103472,0.018186484,0.00033752335,0.00009787069,0.00075446605],"genre_scores_gemma":[0.99854606,0.0000038047915,0.00021357772,0.00010812348,0.00009186985,0.00073909137,0.00003054353,0.00012262807,0.000144287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99265134,0.001583063,0.0010975306,0.0022209678,0.001706248,0.0007408504],"domain_scores_gemma":[0.99437445,0.0010474455,0.000616967,0.0017549542,0.0016758925,0.0005302741],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016015882,0.00089282426,0.0019565888,0.00053276104,0.00013224377,0.00020348882,0.0005997173,0.00031483988,0.00015309226],"category_scores_gemma":[0.0029978252,0.0005701734,0.0002759818,0.00075320463,0.0005372233,0.0002313361,0.002615326,0.0022570353,0.00005255183],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.029218158,0.0031358034,0.9246904,0.000265189,0.0027705922,0.000029587614,0.033546627,0.00035171898,0.0012864694,0.000068248046,0.0000027247165,0.0046344693],"study_design_scores_gemma":[0.009769406,0.0024560008,0.97564065,0.0008515861,0.00026486933,0.000001751625,0.005083699,0.000061107225,0.005117294,0.00022524869,0.0000027583376,0.00052563805],"about_ca_topic_score_codex":0.0028230709,"about_ca_topic_score_gemma":0.00025999043,"teacher_disagreement_score":0.05095023,"about_ca_system_score_codex":0.0007816743,"about_ca_system_score_gemma":0.00030268694,"threshold_uncertainty_score":0.999675},"labels":[],"label_agreement":null},{"id":"W4400864909","doi":"10.1093/sleepadvances/zpae048","title":"Ferritin is a potential marker of cardiometabolic risk in adolescents and young adults with sleep-disordered breathing","year":2024,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Ferritin; Breathing; Sleep disordered breathing; Medicine; Sleep (system call); Iron status; Internal medicine; Cardiology; Audiology; Obstructive sleep apnea; Anesthesia; Iron deficiency; Computer science; Anemia","score_opus":0.005219021067855069,"score_gpt":0.26260862747780506,"score_spread":0.25738960640995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400864909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9666199,0.03046628,0.000936904,0.00015639536,0.00026104916,0.00065451756,0.00008209569,0.000059644997,0.00076318433],"genre_scores_gemma":[0.997023,0.0015280165,0.0011629501,0.0000223085,0.00011385987,0.00004032854,0.00001113277,0.00004840312,0.000050010112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978775,0.00011046753,0.00033909956,0.00057884055,0.00065122993,0.0004428552],"domain_scores_gemma":[0.99932057,0.000034007055,0.000076426004,0.00028550407,0.00013612186,0.00014734929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028289537,0.00024003777,0.0004920215,0.0005236166,0.0000615123,0.0000451556,0.00011261323,0.00008373941,0.000053197167],"category_scores_gemma":[0.0000940555,0.00019280921,0.00009962033,0.000792502,0.0002375939,0.00036506465,0.00010434005,0.0004556533,0.000009326604],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014723645,0.00013606995,0.5751932,0.0013458899,0.00028942464,0.00035427435,0.0014293895,0.000039244496,0.00089279277,0.000027761764,0.000005093993,0.41881448],"study_design_scores_gemma":[0.008856218,0.0005668119,0.95684946,0.0029743288,0.000490746,0.00045685517,0.0046280585,0.021116117,0.0023385477,0.00032349172,0.0009096901,0.0004897089],"about_ca_topic_score_codex":0.0005564638,"about_ca_topic_score_gemma":0.0002384172,"teacher_disagreement_score":0.41832477,"about_ca_system_score_codex":0.00006604194,"about_ca_system_score_gemma":0.000027833805,"threshold_uncertainty_score":0.78625315},"labels":[],"label_agreement":null},{"id":"W4400881308","doi":"10.17269/s41997-024-00911-8","title":"Prevalence and regional distribution of obstructive sleep apnea in Canada: Analysis from the Canadian Longitudinal Study on Aging","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Western Hospital; University of Saskatchewan; St Mary's Hospital Centre; University of Toronto; University Health Network; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; McGill University Health Centre; Montfort Hospital; McGill University","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Obstructive sleep apnea; Sleep (system call); Distribution (mathematics); Longitudinal study; Medicine; Sleep apnea; Gerontology; Demography; Geography; Internal medicine; Sociology; Pathology; Computer science; Mathematics","score_opus":0.07901297232923632,"score_gpt":0.3388430089212688,"score_spread":0.25983003659203247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400881308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9658703,0.0026609774,0.00016856466,0.0302429,0.00021138963,0.0003279013,0.00047031758,0.000001985002,0.000045647754],"genre_scores_gemma":[0.9994648,0.000022233706,0.00002837782,0.0002854181,0.00013627863,0.0000040929567,0.00003823623,0.000011939689,0.000008598774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741054,0.0004078589,0.0005825045,0.00027031195,0.0006711135,0.0006576683],"domain_scores_gemma":[0.99654573,0.0003793256,0.00017750403,0.00024602166,0.0004257412,0.0022256898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018984778,0.00014153513,0.00043315964,0.000974417,0.00021139659,0.000094061965,0.00023147167,0.000047522408,0.00009854739],"category_scores_gemma":[0.0006938998,0.00010816708,0.00008287932,0.0016807215,0.00018978477,0.00016214304,0.000014150178,0.00078860676,7.897869e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000010697538,0.000016101592,0.9815428,0.00004651929,0.00061677065,0.0005062632,0.0017642915,0.000025377605,7.366088e-7,0.0005113947,0.00027416594,0.014684837],"study_design_scores_gemma":[0.00038149446,0.00021669436,0.9925636,0.000112891335,0.00014124878,0.000083240346,0.0047831787,0.0009104014,0.0000016661254,0.000054585267,0.0006793624,0.000071645794],"about_ca_topic_score_codex":0.99911016,"about_ca_topic_score_gemma":0.9999527,"teacher_disagreement_score":0.033594508,"about_ca_system_score_codex":0.009962091,"about_ca_system_score_gemma":0.037771735,"threshold_uncertainty_score":0.9938385},"labels":[],"label_agreement":null},{"id":"W4400900655","doi":"10.1055/s-0044-1788286","title":"APOE Polymorphism, Obstructive Sleep Apnea, and Cognitive Function","year":2024,"lang":"en","type":"article","venue":"Sleep Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Apolipoprotein E; Obstructive sleep apnea; Stroop effect; Polysomnography; Medicine; Internal medicine; Audiology; Cognition; Neuropsychology; Sleep apnea; Montreal Cognitive Assessment; Cardiology; Psychology; Psychiatry; Apnea; Cognitive impairment","score_opus":0.017379799030043247,"score_gpt":0.2981523885364328,"score_spread":0.2807725895063895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400900655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674342,0.0029315262,0.009135283,0.0010510187,0.0014833221,0.00072330213,0.000029298151,0.0002542253,0.016957825],"genre_scores_gemma":[0.99852693,0.000010755073,0.0005015006,0.0002046905,0.00026388335,0.000039168863,0.000008226775,0.000028802753,0.00041605622],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99709123,0.00004309074,0.00021661285,0.000935403,0.0010748687,0.00063876173],"domain_scores_gemma":[0.99868494,0.0001937893,0.000038249862,0.00027835573,0.00038189604,0.00042277528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006113379,0.00021496191,0.00022908527,0.00065090094,0.00035496464,0.00023142318,0.00018261265,0.00008239788,0.00032574238],"category_scores_gemma":[0.00047332916,0.00018136168,0.000072249226,0.0019877113,0.0022689614,0.00077589584,0.00024106947,0.00044760935,0.00032773617],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038937735,0.0000986514,0.014031221,0.00015299588,0.00024333331,0.00025277573,0.0015469745,0.000002388179,0.12402374,0.011845507,0.000047127643,0.8473659],"study_design_scores_gemma":[0.0040391237,0.0022603848,0.7788664,0.00045814543,0.0012234694,0.0015869484,0.0071271085,0.09286499,0.100402795,0.0073101954,0.00272401,0.0011363924],"about_ca_topic_score_codex":0.000039864823,"about_ca_topic_score_gemma":0.0000038954217,"teacher_disagreement_score":0.8462295,"about_ca_system_score_codex":0.00018399533,"about_ca_system_score_gemma":0.00012846918,"threshold_uncertainty_score":0.83600825},"labels":[],"label_agreement":null},{"id":"W4400950208","doi":"10.1007/s11325-024-03093-2","title":"Mandibular advancement device in obstructive sleep apnea treatment: what happens to the condyle position and patient response?","year":2024,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Obstructive sleep apnea; Medicine; Otorhinolaryngology; Neurology; Sleep apnea; Condyle; Position (finance); Sleep (system call); Dentistry; Orthodontics; Oral appliance; Sleep disordered breathing; Anesthesia; Surgery; Psychiatry","score_opus":0.014042309960919099,"score_gpt":0.29034799841290676,"score_spread":0.27630568845198766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400950208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790595,0.009104235,0.0005219653,0.009554883,0.00025654706,0.0011252388,0.000024343968,0.00004648166,0.00030680987],"genre_scores_gemma":[0.998302,0.00025214144,0.0006302929,0.0005016515,0.00007058817,0.00011778748,0.000021280672,0.000028578042,0.0000756881],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99840635,0.0001623385,0.00024267672,0.0005070466,0.0003160393,0.0003655395],"domain_scores_gemma":[0.99922234,0.00025979782,0.000030019228,0.00023995903,0.00006564379,0.00018222544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003101254,0.00021966983,0.0002503266,0.00025390068,0.0001975656,0.0002650724,0.000056572102,0.00007255622,0.000040386592],"category_scores_gemma":[0.000059418497,0.00014889201,0.00004963086,0.0003204573,0.0000951931,0.00043294922,0.00011735782,0.000223866,0.000028427086],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001978213,0.00013186218,0.00293844,0.0001303865,0.000291077,0.0009856826,0.0236581,0.000051404426,0.015858153,0.0009108328,0.0000096292115,0.9530562],"study_design_scores_gemma":[0.024728442,0.021013843,0.31711814,0.006799886,0.002401922,0.008678251,0.15590134,0.11057437,0.15476568,0.0037309723,0.19105095,0.0032361795],"about_ca_topic_score_codex":0.00011216526,"about_ca_topic_score_gemma":0.000046268535,"teacher_disagreement_score":0.94982004,"about_ca_system_score_codex":0.00039694752,"about_ca_system_score_gemma":0.000020190075,"threshold_uncertainty_score":0.607164},"labels":[],"label_agreement":null},{"id":"W4401010027","doi":"10.1016/j.ccm.2024.03.004","title":"Advances in Sleep-Disordered Breathing in Children","year":2024,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Sleep disordered breathing; Obstructive sleep apnea; Intensive care medicine; Breathing; Sleep (system call); Polysomnography; Sleep apnea; Continuous positive airway pressure; Pediatrics; Physical therapy; Apnea; Anesthesia","score_opus":0.06839834416208107,"score_gpt":0.45947053319763687,"score_spread":0.3910721890355558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401010027","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006236878,0.9909731,0.00000760442,0.0005457149,0.0009179105,0.0026277066,0.000022287639,0.00006766646,0.0042143273],"genre_scores_gemma":[0.0010947868,0.9964945,0.00025770304,0.00010485066,0.0010262488,0.00028910182,0.00034778868,0.00018265759,0.00020237129],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99379903,0.00039675712,0.0026873443,0.0013596287,0.0008890491,0.00086819346],"domain_scores_gemma":[0.9969112,0.0014192417,0.00035955082,0.00096230215,0.00008319041,0.00026446066],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003207141,0.0007817807,0.00446547,0.0025904933,0.000025432957,0.000017884544,0.0006034748,0.00088773575,0.00017763067],"category_scores_gemma":[0.0040148837,0.0005749087,0.00035072063,0.00316512,0.000511345,0.00015622003,0.00034599443,0.005131026,0.00020404947],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037465008,0.0002567707,0.02279998,0.025286427,0.0000855318,0.0009362251,0.0003781864,0.0000013524023,1.3722487e-7,0.00012834971,0.000044940123,0.95004463],"study_design_scores_gemma":[0.0075950865,0.0007439348,0.0077405814,0.18787058,0.0014435616,0.00075019395,0.0004975723,0.00036381677,3.5376172e-7,0.0017593179,0.790293,0.0009420245],"about_ca_topic_score_codex":0.0001543801,"about_ca_topic_score_gemma":0.00030514286,"teacher_disagreement_score":0.94910264,"about_ca_system_score_codex":0.0009892809,"about_ca_system_score_gemma":0.00039355684,"threshold_uncertainty_score":0.9996702},"labels":[],"label_agreement":null},{"id":"W4401027647","doi":"10.3390/dj12080236","title":"Correlations between Obstructive Sleep Apnea Syndrome and Periodontitis: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Dentistry Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Periodontitis; Medicine; Obstructive sleep apnea; Meta-analysis; Odds ratio; Cochrane Library; Critical appraisal; MEDLINE; Population; Internal medicine; Alternative medicine; Pathology; Environmental health","score_opus":0.08684743185072473,"score_gpt":0.3887347420967759,"score_spread":0.30188731024605114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401027647","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020840473,0.9958056,0.0005759928,0.00017254411,0.0001904495,0.0024420973,0.0006424719,0.00003523932,0.00011476206],"genre_scores_gemma":[0.00034527795,0.99633765,0.0004655507,0.000031969343,0.00011925336,0.0002514504,0.00016509443,0.00009632078,0.0021874341],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9950234,0.0008070527,0.0019433795,0.00076587574,0.0009943827,0.00046585337],"domain_scores_gemma":[0.9969594,0.00037373934,0.00098137,0.0006704368,0.00036058013,0.00065447175],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012398409,0.0007391922,0.011258257,0.0011455464,0.00031101407,0.0005967871,0.00031502172,0.00037566223,0.000714457],"category_scores_gemma":[0.00055100134,0.00048559468,0.0035590713,0.0016428516,0.00027764708,0.00023849563,0.00030821955,0.0023159275,0.00017378922],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.9658483e-7,0.000013080962,0.000047815192,0.6379085,0.3565668,0.0026450593,0.000028137236,2.8349918e-8,1.7083764e-8,0.000030944106,0.000058153273,0.0027007554],"study_design_scores_gemma":[0.00012397517,0.000052951007,0.00018856127,0.03837671,0.8576736,0.09944328,0.000057717727,0.000007026874,1.6014432e-8,0.000037478523,0.0037281339,0.0003105755],"about_ca_topic_score_codex":0.000008478475,"about_ca_topic_score_gemma":0.0000044949297,"teacher_disagreement_score":0.5995318,"about_ca_system_score_codex":0.00030401596,"about_ca_system_score_gemma":0.00012942473,"threshold_uncertainty_score":0.99998575},"labels":[],"label_agreement":null},{"id":"W4401078930","doi":"10.3389/frsle.2024.1452220","title":"Corrigendum: Role of automated detection of respiratory related heart rate changes in the diagnosis of sleep disordered breathing","year":2024,"lang":"en","type":"erratum","venue":"Frontiers in Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Breathing; Respiratory rate; Respiratory system; Sleep disordered breathing; Medicine; Heart rate; Cardiology; Sleep (system call); Respiratory monitoring; Internal medicine; Anesthesia; Computer science; Blood pressure; Obstructive sleep apnea","score_opus":0.0169206044463194,"score_gpt":0.2789827993587791,"score_spread":0.26206219491245974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401078930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81260794,0.11302452,0.00019666982,0.0015456497,0.05448092,0.0070561185,0.0006713241,0.0004729494,0.009943918],"genre_scores_gemma":[0.99612707,0.00091468095,0.0004098699,0.00007124392,0.00026538025,0.00039451066,0.00020005654,0.00017568137,0.0014415149],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957141,0.0008750559,0.0012204587,0.0006587788,0.000985939,0.00054562493],"domain_scores_gemma":[0.9979649,0.00016934687,0.00058731745,0.00087902485,0.0003123894,0.000087029686],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018375231,0.00044216766,0.0014990725,0.0021229894,0.00004620656,0.000016371174,0.00047192178,0.0009701021,0.00005826913],"category_scores_gemma":[0.0008649129,0.0003662759,0.00028679214,0.0023811604,0.0004694703,0.00009982271,0.00017670008,0.002215141,0.0000062531776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032052773,0.0026985335,0.382561,0.014044685,0.0042399075,0.00073906424,0.031497534,0.0003748834,0.07096497,0.00010296903,0.32891974,0.16065143],"study_design_scores_gemma":[0.01227853,0.0058559384,0.4785334,0.012163445,0.0029810814,0.00013016767,0.03483826,0.19458273,0.12765607,0.0030208083,0.12571315,0.0022464306],"about_ca_topic_score_codex":0.0007519186,"about_ca_topic_score_gemma":0.00061092834,"teacher_disagreement_score":0.20320657,"about_ca_system_score_codex":0.00043760074,"about_ca_system_score_gemma":0.00014829099,"threshold_uncertainty_score":0.99987894},"labels":[],"label_agreement":null},{"id":"W4401358493","doi":"10.4103/ijpvm.ijpvm_88_23","title":"Screening Tools for Obstructive Sleep Apnea in Pregnant Women: An Extended and Updated Systematic Review and Meta-analysis","year":2024,"lang":"en","type":"review","venue":"International Journal of Preventive Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Obstructive sleep apnea; Meta-analysis; Systematic review; Sleep apnea; Sleep (system call); Pregnancy; Bioinformatics; MEDLINE; Obstetrics; Internal medicine; Computer science","score_opus":0.10933561539021931,"score_gpt":0.43464543101012715,"score_spread":0.32530981561990785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401358493","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000032693202,0.9922728,0.0027264338,0.00068094936,0.00020594259,0.0038063878,0.00022150045,0.000010767336,0.000042538282],"genre_scores_gemma":[0.00071338826,0.9959513,0.0015134773,0.0001812746,0.00025350237,0.00057353184,0.00021808836,0.00007024469,0.00052517466],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99415123,0.0008514337,0.0027046297,0.0006278394,0.0013160304,0.00034882687],"domain_scores_gemma":[0.99504215,0.00093080784,0.0018546022,0.00035010226,0.0014561587,0.0003661565],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038042273,0.0005967826,0.008948689,0.0023422043,0.0000356705,0.00009860555,0.0005158516,0.00017624295,0.00034663538],"category_scores_gemma":[0.0025960102,0.00033613615,0.0014588364,0.000993711,0.0002824424,0.0004877006,0.00020969484,0.000919462,0.0000021671615],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014019405,0.00017261818,0.0000050750114,0.44656643,0.43080685,0.00064355053,0.0005975382,4.9955395e-7,0.000004304379,0.0002924663,0.00004140827,0.12072907],"study_design_scores_gemma":[0.0013396969,0.00086985965,0.000043098462,0.13178392,0.85880435,0.0018000732,0.00071136974,0.00013578241,0.0000016829106,0.00044074142,0.0037879825,0.0002814676],"about_ca_topic_score_codex":0.000008112747,"about_ca_topic_score_gemma":0.0000060502675,"teacher_disagreement_score":0.42799747,"about_ca_system_score_codex":0.00050102104,"about_ca_system_score_gemma":0.00011710071,"threshold_uncertainty_score":0.99990904},"labels":[],"label_agreement":null},{"id":"W4401422655","doi":"10.1016/j.smrv.2024.101991","title":"Diagnostic accuracy of portable sleep monitors in pediatric sleep apnea: A systematic review","year":2024,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McGill University; McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Sleep apnea; Apnea; Obstructive sleep apnea; Sleep (system call); Diagnostic accuracy; Sleep study; Polysomnography; Pediatrics; Internal medicine; Computer science","score_opus":0.058888513486089915,"score_gpt":0.39938705562153287,"score_spread":0.34049854213544295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401422655","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000034594743,0.96389645,0.000055822293,0.00045827508,0.0016998671,0.032182775,0.000064239524,0.00014048071,0.0014986427],"genre_scores_gemma":[0.00002646148,0.98957425,0.00017148274,0.00027035823,0.0019827103,0.0066318642,0.000474996,0.00042100754,0.0004468684],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98042554,0.0027241786,0.010479002,0.0020991168,0.0026473224,0.0016248544],"domain_scores_gemma":[0.98474306,0.005499755,0.0043714754,0.0037697004,0.0006225735,0.0009934497],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.008664326,0.0022893257,0.024673838,0.0031148053,0.000087013184,0.000039329683,0.0016238755,0.0008176714,0.00082596904],"category_scores_gemma":[0.05690902,0.001380275,0.0029775556,0.008388195,0.00043410814,0.00027518783,0.0006182112,0.0034361824,0.0025260642],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062948584,0.00021148559,0.00011024997,0.7204232,0.00062349514,0.00064055575,0.00006675927,1.3071647e-7,2.1935956e-7,0.000039645314,0.0030253606,0.2748526],"study_design_scores_gemma":[0.00069526106,0.00037857465,0.000014497002,0.68262696,0.05853074,0.0006104535,0.000037171478,0.000032160337,3.4043194e-7,0.000018468194,0.25637308,0.0006822712],"about_ca_topic_score_codex":0.00010088389,"about_ca_topic_score_gemma":0.00001735848,"teacher_disagreement_score":0.27417034,"about_ca_system_score_codex":0.0010680163,"about_ca_system_score_gemma":0.00044720876,"threshold_uncertainty_score":0.9989846},"labels":[],"label_agreement":null},{"id":"W4401545779","doi":"10.5152/thoracrespract.2024.24018","title":"Central Sleep Apnea in Children—10 Years Experience at a Tertiary Sleep Laboratory","year":2024,"lang":"en","type":"article","venue":"Thoracic research and practice","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Central sleep apnea; Tertiary care; Medicine; Sleep (system call); Pediatrics; Sleep apnea; Apnea; Obstructive sleep apnea; Anesthesia; Polysomnography; Emergency medicine","score_opus":0.04292053065348063,"score_gpt":0.4256832059892703,"score_spread":0.38276267533578967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401545779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773113,0.01039304,0.000111347974,0.0040650824,0.00013730169,0.0009769864,0.000037231523,0.00010751169,0.0068601663],"genre_scores_gemma":[0.99629754,0.0006488169,0.0010534328,0.00017082792,0.0003170901,0.00012616908,0.000033650056,0.0000574994,0.001294949],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9950043,0.0012163323,0.00032204433,0.0007910302,0.0014838605,0.0011824616],"domain_scores_gemma":[0.9964314,0.0019835234,0.00003728435,0.00055901235,0.00036549728,0.00062326994],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003459231,0.00020664072,0.0002700404,0.0006773374,0.0001956102,0.00027066126,0.00025132697,0.00017413542,0.0011449829],"category_scores_gemma":[0.0039047152,0.00018828273,0.000052107327,0.0017334193,0.00069137453,0.0010463804,0.0004652176,0.0016161631,0.0006736439],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011877127,0.0012510166,0.22680713,0.00089793187,0.0005290395,0.009780505,0.012811615,0.0000048938796,0.057904743,0.0011198825,0.0033568155,0.6736593],"study_design_scores_gemma":[0.002861691,0.0021571629,0.79594606,0.0004889552,0.00016218214,0.004177102,0.007925704,0.010180783,0.022546439,0.0006206911,0.15194614,0.0009870778],"about_ca_topic_score_codex":0.00022176809,"about_ca_topic_score_gemma":0.00001885467,"teacher_disagreement_score":0.6726722,"about_ca_system_score_codex":0.00043407525,"about_ca_system_score_gemma":0.00017981429,"threshold_uncertainty_score":0.9997681},"labels":[],"label_agreement":null},{"id":"W4401729703","doi":"10.1016/j.chest.2024.08.003","title":"Nocturnal Cardiac Arrhythmias in Heart Failure With Obstructive and Central Sleep Apnea","year":2024,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Central sleep apnea; Medicine; Nocturnal; Cardiology; Heart failure; Sleep (system call); Apnea; Obstructive sleep apnea; Internal medicine; Sleep apnea; Anesthesia; Polysomnography; Computer science","score_opus":0.01155661972718094,"score_gpt":0.26765263667529504,"score_spread":0.2560960169481141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401729703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98891926,0.0025704182,0.0005961489,0.0063037574,0.0005284007,0.00028423165,0.00001207189,0.000037258542,0.00074845017],"genre_scores_gemma":[0.9927116,0.000049911087,0.0057124346,0.00006482721,0.0013095193,0.000008277063,0.0000042334123,0.000047039477,0.000092133356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980703,0.00009770138,0.0002794171,0.00034028155,0.00057757215,0.000634733],"domain_scores_gemma":[0.99899876,0.0001129482,0.00004308091,0.00016750753,0.00014289867,0.000534775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030297457,0.00022397419,0.00039930403,0.0003651848,0.00011352908,0.00023159473,0.00007793739,0.00012000612,0.0002100617],"category_scores_gemma":[0.00010607111,0.00016012498,0.00011931476,0.0004418481,0.00026638218,0.00032361,0.000051428167,0.0017362603,0.00003332924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016308649,0.00017373532,0.79715943,0.0011494543,0.0015985629,0.013330164,0.007542042,0.00011485741,0.042740382,0.0010941777,0.0022398343,0.13122647],"study_design_scores_gemma":[0.0022682764,0.00045674923,0.93760675,0.0004079849,0.00015732629,0.02154215,0.0025538711,0.0013137034,0.0049446924,0.00043705927,0.02800073,0.00031072553],"about_ca_topic_score_codex":0.000012353352,"about_ca_topic_score_gemma":0.00001292497,"teacher_disagreement_score":0.14044727,"about_ca_system_score_codex":0.00037712554,"about_ca_system_score_gemma":0.00017172444,"threshold_uncertainty_score":0.7543283},"labels":[],"label_agreement":null},{"id":"W4401754780","doi":"10.3389/fneur.2024.1431127","title":"Development of a diagnostic model for detecting mild cognitive impairment in young and middle-aged patients with obstructive sleep apnea: a prospective observational study","year":2024,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fujian Medical University","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Montreal Cognitive Assessment; Nomogram; Observational study; Logistic regression; Sleep apnea; Delirium; Physical therapy; Dementia; Prospective cohort study; Body mass index; Univariate analysis; Sleep study; Sleep medicine; Pediatrics; Multivariate analysis; Apnea; Cognition; Sleep disorder; Internal medicine; Intensive care medicine; Psychiatry","score_opus":0.03579243942621398,"score_gpt":0.28598917710688115,"score_spread":0.2501967376806672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401754780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785076,0.00013767104,0.015914612,0.00005574289,0.0002527451,0.0050494233,0.000039349223,0.00002336623,0.000019483366],"genre_scores_gemma":[0.98101145,0.0000017453846,0.017557519,0.00003449009,0.000019715735,0.0013031742,0.000024730803,0.000040283492,0.0000068611857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801284,0.00012007608,0.00045756568,0.0006547435,0.00034862742,0.00040612224],"domain_scores_gemma":[0.99875176,0.0007289173,0.00008847793,0.00011400534,0.00023958382,0.000077257624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033721028,0.0002231416,0.00046246182,0.00056338514,0.000068990405,0.00001334099,0.00007699421,0.000097403776,0.000002168249],"category_scores_gemma":[0.00083585776,0.00019830055,0.000035296285,0.0004831101,0.00018912273,0.0001281781,0.00010368563,0.00046015202,3.37488e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004810614,0.00073993154,0.97215813,0.00023970574,0.00028656673,0.00006039993,0.017205665,0.00018603369,0.00003235119,0.000016923956,0.0000023123184,0.0042613726],"study_design_scores_gemma":[0.008051181,0.0019145278,0.88903457,0.00011772199,0.00008290707,0.000008248656,0.00260371,0.097563304,0.00014697177,0.0003380491,4.211715e-7,0.00013837051],"about_ca_topic_score_codex":0.000018441355,"about_ca_topic_score_gemma":0.00036269758,"teacher_disagreement_score":0.09737727,"about_ca_system_score_codex":0.00024066435,"about_ca_system_score_gemma":0.00013136296,"threshold_uncertainty_score":0.8086462},"labels":[],"label_agreement":null},{"id":"W4401762684","doi":"10.1016/j.compbiomed.2024.109020","title":"Estimating the severity of obstructive sleep apnea during wakefulness using speech: A review","year":2024,"lang":"en","type":"review","venue":"Computers in Biology and Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; North York General Hospital; University Health Network; Toronto Rehabilitation Institute","funders":"","keywords":"Obstructive sleep apnea; Wakefulness; Sleep (system call); Audiology; Sleep apnea; Medicine; Computer science; Speech recognition; Electroencephalography; Internal medicine; Psychiatry; Programming language","score_opus":0.07034899697239459,"score_gpt":0.41676116227450677,"score_spread":0.34641216530211216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401762684","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001826031,0.9939358,0.000813415,0.0003120808,0.0013897584,0.0015669012,0.000017755749,0.00002957277,0.00010867561],"genre_scores_gemma":[0.0007194702,0.99329656,0.0050200596,0.00012663605,0.00068273436,0.000050415558,0.000050066083,0.000043452135,0.000010614042],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99721634,0.0004765086,0.0010130467,0.00066502526,0.00022300864,0.00040606415],"domain_scores_gemma":[0.99814224,0.0007125339,0.00036984598,0.00052764063,0.00012245624,0.00012528102],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010939958,0.00046520671,0.0029663695,0.0004230048,0.00009241185,0.000005156981,0.00031664438,0.00033586557,0.00003283185],"category_scores_gemma":[0.00076050014,0.00025052918,0.00022192887,0.0008756966,0.0013519449,0.000034417637,0.0004777102,0.001358261,0.000004124738],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018031926,0.000020055439,0.00023902245,0.12596692,0.00036177144,0.0001791947,0.0001451126,4.827603e-7,0.0000071398986,0.00014235437,0.000016896773,0.872903],"study_design_scores_gemma":[0.0025347113,0.00072520523,0.0014171294,0.89681745,0.01147618,0.01740193,0.00023683372,0.010485206,0.000022121247,0.0018432979,0.055989016,0.0010509491],"about_ca_topic_score_codex":0.000050204344,"about_ca_topic_score_gemma":0.0000026283578,"teacher_disagreement_score":0.87185204,"about_ca_system_score_codex":0.0001995308,"about_ca_system_score_gemma":0.00009406077,"threshold_uncertainty_score":0.9999947},"labels":[],"label_agreement":null},{"id":"W4401804637","doi":"10.3390/jcm13175000","title":"Screening and Perioperative Management of Obesity Hypoventilation Syndrome","year":2024,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Obesity hypoventilation syndrome; Hypoventilation; Heart failure; Atrial fibrillation; Intensive care medicine; Obstructive sleep apnea; Perioperative; Depression (economics); Pulmonary hypertension; Respiratory failure; Population; Intubation; Anesthesia; Cardiology; Internal medicine; Respiratory system","score_opus":0.21079763059033702,"score_gpt":0.5294897126685099,"score_spread":0.31869208207817284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401804637","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012595558,0.99492216,0.00037410855,0.00044342942,0.0008483883,0.00071193866,0.000007371483,0.000007384783,0.0014256629],"genre_scores_gemma":[0.002214731,0.9935608,0.002707236,0.000028750374,0.0008426053,0.000004505392,0.000009200512,0.00004227492,0.000589889],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99456996,0.0003513584,0.003414103,0.0003202206,0.0011430002,0.00020138963],"domain_scores_gemma":[0.9965843,0.0008246163,0.0015074102,0.0002816412,0.00042146872,0.00038057278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004063294,0.00030571746,0.004334155,0.0005261386,0.00003145625,0.000011952944,0.00019271499,0.00029614323,0.00020578895],"category_scores_gemma":[0.001079754,0.00017134906,0.0007909882,0.00047067442,0.00052868464,0.000087499786,0.00018746263,0.0018250279,0.000011901649],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001369021,0.0001435484,0.0005002128,0.03877235,0.0027206603,0.0024395215,0.00004303814,9.282671e-8,5.484467e-7,0.00023911498,0.00015874731,0.95484525],"study_design_scores_gemma":[0.0053962385,0.0072580045,0.018728897,0.30472267,0.031690452,0.008117884,0.0004924121,0.000085497864,0.0000010986854,0.00017467678,0.6230271,0.00030508862],"about_ca_topic_score_codex":0.000002518676,"about_ca_topic_score_gemma":2.7694904e-7,"teacher_disagreement_score":0.9545402,"about_ca_system_score_codex":0.00007675905,"about_ca_system_score_gemma":0.00013046862,"threshold_uncertainty_score":0.79289395},"labels":[],"label_agreement":null},{"id":"W4401808595","doi":"10.1109/sas60918.2024.10636374","title":"Classification of Central and Obstructive Sleep Apnea Using Respiratory Inductance Plethysmography and Convolutional Neural Networks","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Ottawa Mental Health Centre; Bruyère; University of Ottawa; Carleton University","funders":"","keywords":"Sleep (system call); Plethysmograph; Respiratory system; Computer science; Sleep apnea; Convolutional neural network; Obstructive sleep apnea; Medicine; Apnea; Cardiology; Artificial intelligence; Internal medicine","score_opus":0.040027195003284596,"score_gpt":0.30926947981622993,"score_spread":0.2692422848129453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401808595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98521024,0.0043223873,0.009122566,0.00019844247,0.00023849522,0.00032275956,0.000015895565,0.000051796746,0.0005174413],"genre_scores_gemma":[0.9979991,0.00001646444,0.0016976083,0.00005890012,0.00018125468,0.0000074593227,0.000009867658,0.000019084644,0.000010301868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876857,0.0000700062,0.00024365142,0.00036516617,0.00027272315,0.00027987978],"domain_scores_gemma":[0.9993522,0.0001383387,0.000048081256,0.00014823375,0.0001568567,0.00015624905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001641859,0.00013256927,0.00020503372,0.00023759849,0.0000707418,0.000032873442,0.000044503216,0.00011241459,0.000038126505],"category_scores_gemma":[0.00005952711,0.00011545048,0.000051351533,0.00045430745,0.00066041615,0.0002026888,0.000057154673,0.00034074212,3.9565197e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048864534,0.0000926828,0.6917322,0.0005085452,0.00051358,0.00005783851,0.0006240767,0.00019588247,0.1646563,0.070718,0.000060434748,0.07035181],"study_design_scores_gemma":[0.00043472188,0.00008526164,0.6134794,0.000029729468,0.000055950208,0.000057423633,0.00026603846,0.38454568,0.0005114556,0.0004036559,0.000046716857,0.00008399042],"about_ca_topic_score_codex":0.000022342769,"about_ca_topic_score_gemma":0.000003937812,"teacher_disagreement_score":0.38434982,"about_ca_system_score_codex":0.00007474172,"about_ca_system_score_gemma":0.000033933644,"threshold_uncertainty_score":0.4707934},"labels":[],"label_agreement":null},{"id":"W4401827295","doi":"10.1111/coa.14214","title":"Modification of <scp>McGill</scp> Oximetry Score in Improving the Diagnostic Capability of Paediatric <scp>OSA</scp>","year":2024,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine","score_opus":0.04820640052511641,"score_gpt":0.3542669266450911,"score_spread":0.30606052611997464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401827295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99328953,0.002952966,0.00037485216,0.0003689372,0.00073112827,0.0013794933,0.00007343712,0.000065581604,0.00076409965],"genre_scores_gemma":[0.9986604,0.00023288855,0.00041119903,0.00013235724,0.00031336854,0.00010825966,0.00003407342,0.00004691539,0.000060578262],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952484,0.0010278225,0.0017532691,0.00084023684,0.00053140294,0.00059887505],"domain_scores_gemma":[0.9596029,0.038438007,0.00034334295,0.001022981,0.0003622675,0.00023051878],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0037913504,0.0002556423,0.0009630657,0.0004852159,0.000061697254,0.000012415232,0.0005008353,0.00057337416,0.000028810222],"category_scores_gemma":[0.08348066,0.00018764159,0.00042152256,0.0015614348,0.0013036621,0.00012765756,0.0003684164,0.0015952722,0.00007593444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032072814,0.0007929345,0.96076065,0.0011167937,0.00016969089,0.00011061888,0.00022379076,0.000014312765,0.01031238,0.0021758284,0.00019024024,0.024100684],"study_design_scores_gemma":[0.0012402417,0.00088994304,0.9821871,0.00008470353,0.00022877629,0.000043126904,0.0002942631,0.006081019,0.0069379993,0.0014783003,0.0004961257,0.000038390557],"about_ca_topic_score_codex":0.0002299093,"about_ca_topic_score_gemma":0.000045082194,"teacher_disagreement_score":0.07968931,"about_ca_system_score_codex":0.00014929107,"about_ca_system_score_gemma":0.00020568006,"threshold_uncertainty_score":0.9242396},"labels":[],"label_agreement":null},{"id":"W4401838047","doi":"10.1111/coa.14214/v1/decision1","title":"Decision letter for \"Modification of &lt;scp&gt;McGill&lt;/scp&gt; Oximetry Score in Improving the Diagnostic Capability of Paediatric &lt;scp&gt;OSA&lt;/scp&gt;\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Computer science","score_opus":0.03655457702214258,"score_gpt":0.32687680955219967,"score_spread":0.29032223253005707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401838047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49420613,0.34788227,0.013656002,0.03607875,0.020603072,0.058636457,0.014130482,0.0010828219,0.01372402],"genre_scores_gemma":[0.88308424,0.02605953,0.012343954,0.004577798,0.0072663734,0.0069469693,0.007476878,0.0018161376,0.0504281],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98226035,0.0012193661,0.005088595,0.0037190656,0.005262514,0.0024501337],"domain_scores_gemma":[0.96308345,0.025433246,0.0021742668,0.004816958,0.003681023,0.0008110663],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00898161,0.0020750733,0.004509137,0.0029067378,0.00038951312,0.00016425445,0.0025940742,0.0019355629,0.000696961],"category_scores_gemma":[0.06854609,0.0015263922,0.0021170643,0.0052061807,0.0012404063,0.0005099505,0.0017593694,0.0034005085,0.00036667552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003302354,0.0023238545,0.004592356,0.061614662,0.0013914582,0.0001715177,0.0005086841,0.00006103723,0.04021749,0.0012955915,0.6147223,0.2727708],"study_design_scores_gemma":[0.010199538,0.0028844734,0.048576914,0.01631727,0.008421455,0.00021600531,0.0004891546,0.0071507203,0.02186806,0.0035219523,0.878419,0.0019354974],"about_ca_topic_score_codex":0.0004993933,"about_ca_topic_score_gemma":0.0010456367,"teacher_disagreement_score":0.38887814,"about_ca_system_score_codex":0.0020834645,"about_ca_system_score_gemma":0.00092939724,"threshold_uncertainty_score":0.99936014},"labels":[],"label_agreement":null},{"id":"W4401838862","doi":"10.1111/coa.14214/v1/review1","title":"Review for \"Modification of &lt;scp&gt;McGill&lt;/scp&gt; Oximetry Score in Improving the Diagnostic Capability of Paediatric &lt;scp&gt;OSA&lt;/scp&gt;\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.045100732627426796,"score_gpt":0.3380491283718992,"score_spread":0.2929483957444724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401838862","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014128755,0.9195857,0.00086114445,0.013703466,0.0043776967,0.031607844,0.0064923293,0.00043330478,0.008809776],"genre_scores_gemma":[0.17471372,0.7184436,0.006214488,0.0057148463,0.0055498783,0.013962429,0.012033044,0.0020480414,0.061319996],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9809487,0.0018483584,0.006166969,0.0038488994,0.004584353,0.0026027178],"domain_scores_gemma":[0.96779656,0.01783582,0.0030734567,0.005586975,0.004731483,0.00097572274],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.012414295,0.0023290142,0.0064244536,0.0021738783,0.00037133394,0.00012010288,0.0028827284,0.0016900735,0.0008887112],"category_scores_gemma":[0.094218485,0.0017289132,0.0026577534,0.0068209535,0.0013660056,0.00047515845,0.0016656533,0.0036155018,0.0003846385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009577433,0.0017630702,0.0015630996,0.36350846,0.0013908582,0.00008786391,0.00025157587,0.000011084317,0.0079502035,0.001841956,0.4408558,0.18068026],"study_design_scores_gemma":[0.004673219,0.001873997,0.010389839,0.05865144,0.011420424,0.00018633052,0.00029902693,0.0017012062,0.0046328115,0.0012531474,0.90353656,0.0013819883],"about_ca_topic_score_codex":0.0005842442,"about_ca_topic_score_gemma":0.0008211166,"teacher_disagreement_score":0.4626808,"about_ca_system_score_codex":0.002166195,"about_ca_system_score_gemma":0.0014858176,"threshold_uncertainty_score":0.99960595},"labels":[],"label_agreement":null},{"id":"W4401839167","doi":"10.1111/coa.14214/v2/review1","title":"Review for \"Modification of &lt;scp&gt;McGill&lt;/scp&gt; Oximetry Score in Improving the Diagnostic Capability of Paediatric &lt;scp&gt;OSA&lt;/scp&gt;\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.045100732627426796,"score_gpt":0.3380491283718992,"score_spread":0.2929483957444724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401839167","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014128755,0.9195857,0.00086114445,0.013703466,0.0043776967,0.031607844,0.0064923293,0.00043330478,0.008809776],"genre_scores_gemma":[0.17471372,0.7184436,0.006214488,0.0057148463,0.0055498783,0.013962429,0.012033044,0.0020480414,0.061319996],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9809487,0.0018483584,0.006166969,0.0038488994,0.004584353,0.0026027178],"domain_scores_gemma":[0.96779656,0.01783582,0.0030734567,0.005586975,0.004731483,0.00097572274],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.012414295,0.0023290142,0.0064244536,0.0021738783,0.00037133394,0.00012010288,0.0028827284,0.0016900735,0.0008887112],"category_scores_gemma":[0.094218485,0.0017289132,0.0026577534,0.0068209535,0.0013660056,0.00047515845,0.0016656533,0.0036155018,0.0003846385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009577433,0.0017630702,0.0015630996,0.36350846,0.0013908582,0.00008786391,0.00025157587,0.000011084317,0.0079502035,0.001841956,0.4408558,0.18068026],"study_design_scores_gemma":[0.004673219,0.001873997,0.010389839,0.05865144,0.011420424,0.00018633052,0.00029902693,0.0017012062,0.0046328115,0.0012531474,0.90353656,0.0013819883],"about_ca_topic_score_codex":0.0005842442,"about_ca_topic_score_gemma":0.0008211166,"teacher_disagreement_score":0.4626808,"about_ca_system_score_codex":0.002166195,"about_ca_system_score_gemma":0.0014858176,"threshold_uncertainty_score":0.99960595},"labels":[],"label_agreement":null},{"id":"W4401839294","doi":"10.1111/coa.14214/v2/decision1","title":"Decision letter for \"Modification of &lt;scp&gt;McGill&lt;/scp&gt; Oximetry Score in Improving the Diagnostic Capability of Paediatric &lt;scp&gt;OSA&lt;/scp&gt;\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.03655457702214258,"score_gpt":0.32687680955219967,"score_spread":0.29032223253005707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401839294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49420613,0.34788227,0.013656002,0.03607875,0.020603072,0.058636457,0.014130482,0.0010828219,0.01372402],"genre_scores_gemma":[0.88308424,0.02605953,0.012343954,0.004577798,0.0072663734,0.0069469693,0.007476878,0.0018161376,0.0504281],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98226035,0.0012193661,0.005088595,0.0037190656,0.005262514,0.0024501337],"domain_scores_gemma":[0.96308345,0.025433246,0.0021742668,0.004816958,0.003681023,0.0008110663],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00898161,0.0020750733,0.004509137,0.0029067378,0.00038951312,0.00016425445,0.0025940742,0.0019355629,0.000696961],"category_scores_gemma":[0.06854609,0.0015263922,0.0021170643,0.0052061807,0.0012404063,0.0005099505,0.0017593694,0.0034005085,0.00036667552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003302354,0.0023238545,0.004592356,0.061614662,0.0013914582,0.0001715177,0.0005086841,0.00006103723,0.04021749,0.0012955915,0.6147223,0.2727708],"study_design_scores_gemma":[0.010199538,0.0028844734,0.048576914,0.01631727,0.008421455,0.00021600531,0.0004891546,0.0071507203,0.02186806,0.0035219523,0.878419,0.0019354974],"about_ca_topic_score_codex":0.0004993933,"about_ca_topic_score_gemma":0.0010456367,"teacher_disagreement_score":0.38887814,"about_ca_system_score_codex":0.0020834645,"about_ca_system_score_gemma":0.00092939724,"threshold_uncertainty_score":0.99936014},"labels":[],"label_agreement":null},{"id":"W4401839366","doi":"10.1111/coa.14214/v2/review2","title":"Review for \"Modification of &lt;scp&gt;McGill&lt;/scp&gt; Oximetry Score in Improving the Diagnostic Capability of Paediatric &lt;scp&gt;OSA&lt;/scp&gt;\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.045100732627426796,"score_gpt":0.3380491283718992,"score_spread":0.2929483957444724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401839366","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014128755,0.9195857,0.00086114445,0.013703466,0.0043776967,0.031607844,0.0064923293,0.00043330478,0.008809776],"genre_scores_gemma":[0.17471372,0.7184436,0.006214488,0.0057148463,0.0055498783,0.013962429,0.012033044,0.0020480414,0.061319996],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9809487,0.0018483584,0.006166969,0.0038488994,0.004584353,0.0026027178],"domain_scores_gemma":[0.96779656,0.01783582,0.0030734567,0.005586975,0.004731483,0.00097572274],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.012414295,0.0023290142,0.0064244536,0.0021738783,0.00037133394,0.00012010288,0.0028827284,0.0016900735,0.0008887112],"category_scores_gemma":[0.094218485,0.0017289132,0.0026577534,0.0068209535,0.0013660056,0.00047515845,0.0016656533,0.0036155018,0.0003846385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009577433,0.0017630702,0.0015630996,0.36350846,0.0013908582,0.00008786391,0.00025157587,0.000011084317,0.0079502035,0.001841956,0.4408558,0.18068026],"study_design_scores_gemma":[0.004673219,0.001873997,0.010389839,0.05865144,0.011420424,0.00018633052,0.00029902693,0.0017012062,0.0046328115,0.0012531474,0.90353656,0.0013819883],"about_ca_topic_score_codex":0.0005842442,"about_ca_topic_score_gemma":0.0008211166,"teacher_disagreement_score":0.4626808,"about_ca_system_score_codex":0.002166195,"about_ca_system_score_gemma":0.0014858176,"threshold_uncertainty_score":0.99960595},"labels":[],"label_agreement":null},{"id":"W4401839409","doi":"10.1111/coa.14214/v2/response1","title":"Author response for \"Modification of &lt;scp&gt;McGill&lt;/scp&gt; Oximetry Score in Improving the Diagnostic Capability of Paediatric &lt;scp&gt;OSA&lt;/scp&gt;\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.050675836685838284,"score_gpt":0.34924408687230635,"score_spread":0.29856825018646804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401839409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5689552,0.2872555,0.0030903553,0.04575677,0.011947238,0.05320387,0.020628491,0.0011993153,0.007963276],"genre_scores_gemma":[0.84025526,0.009194517,0.0056960327,0.0011631617,0.003276225,0.0072080595,0.00455231,0.0014317558,0.1272227],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97962075,0.003206193,0.0054037864,0.0039355652,0.005053425,0.0027802556],"domain_scores_gemma":[0.95060873,0.036147457,0.0025354899,0.005317732,0.004312472,0.0010780977],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.01831326,0.0022378303,0.004919456,0.0035419886,0.00046723746,0.00016296645,0.0027457252,0.0022038238,0.00062141754],"category_scores_gemma":[0.1514994,0.001720637,0.0022066159,0.006686818,0.0016554181,0.00047051493,0.0017043803,0.003799919,0.00030665513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002480383,0.004512991,0.0049261176,0.13175736,0.0029339872,0.0003773144,0.0018003493,0.00007298399,0.10921298,0.0039553237,0.57838595,0.15958428],"study_design_scores_gemma":[0.011012277,0.005251234,0.085138425,0.014968518,0.011078522,0.00030775098,0.0015813772,0.0081357015,0.028821955,0.0025944295,0.8288363,0.002273458],"about_ca_topic_score_codex":0.0005820924,"about_ca_topic_score_gemma":0.0008481025,"teacher_disagreement_score":0.27806097,"about_ca_system_score_codex":0.002691755,"about_ca_system_score_gemma":0.0021155241,"threshold_uncertainty_score":0.9990915},"labels":[],"label_agreement":null},{"id":"W4401862519","doi":"10.1136/bmjresp-2024-002476","title":"Longer-term impacts of the COVID-19 pandemic on obstructive sleep apnoea (OSA)-related healthcare: a province-based study","year":2024,"lang":"en","type":"article","venue":"BMJ Open Respiratory Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Canadian Sleep & Circadian Network; Health Sciences Centre; University Health Network; University of Toronto; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; University of Calgary; Ottawa Hospital; University of Ottawa","funders":"Lung Health Foundation; University of Ottawa","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Health care; Emergency medicine; Population; Demography; Service (business); Retrospective cohort study; Medical emergency; Pediatrics; Environmental health; Internal medicine; Disease","score_opus":0.27090599506779406,"score_gpt":0.5152750598126649,"score_spread":0.2443690647448708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401862519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.961796,0.0007314581,0.000014034185,0.0067109982,0.000381841,0.02750871,0.0001386841,0.00014559188,0.0025726962],"genre_scores_gemma":[0.9958206,0.000005054441,0.000038433474,0.0011428529,0.00020534718,0.0017977483,0.000015003156,0.00014216652,0.0008327909],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98583037,0.005518174,0.0011733636,0.0015308181,0.0044988883,0.001448369],"domain_scores_gemma":[0.9921473,0.0025329748,0.00023623065,0.0026528148,0.0011551625,0.0012754971],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01361336,0.00046796675,0.0009264212,0.0012848728,0.0007077056,0.00041391075,0.0021484052,0.00037275115,0.0006338364],"category_scores_gemma":[0.007121609,0.00031462117,0.00029836743,0.0036281007,0.0012244805,0.00033258705,0.001723879,0.0034514219,0.00031448246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009095567,0.0019657628,0.9199922,0.0030778642,0.00097127847,0.0026027423,0.0035235465,0.00006453573,0.02053177,0.0016710086,0.0023741925,0.034129504],"study_design_scores_gemma":[0.023593199,0.022984436,0.902255,0.0025102824,0.00031557112,0.0003513388,0.0095251165,0.0018807392,0.019705847,0.0014084755,0.014147043,0.0013229441],"about_ca_topic_score_codex":0.0010131098,"about_ca_topic_score_gemma":0.0012710019,"teacher_disagreement_score":0.034024615,"about_ca_system_score_codex":0.0032069557,"about_ca_system_score_gemma":0.008967013,"threshold_uncertainty_score":0.99993056},"labels":[],"label_agreement":null},{"id":"W4401888391","doi":"10.2196/60769","title":"Testing a Consumer Wearables Program to Promote the Use of Positive Airway Pressure Therapy in Patients With Obstructive Sleep Apnea: Protocol for a Pilot Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Randomized controlled trial; Medicine; Protocol (science); Physical therapy; Sleep apnea; Wearable computer; Sleep (system call); Airway; Alternative medicine; Computer science; Internal medicine; Anesthesia","score_opus":0.1472234009643579,"score_gpt":0.47590572256083513,"score_spread":0.32868232159647726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401888391","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024526484,0.0000063513385,0.00012729068,0.00053465477,0.000012264363,0.9744158,0.000074217256,0.00013059317,0.00017237772],"genre_scores_gemma":[0.014605979,8.7553325e-8,0.0054016816,0.000021515614,0.0001325601,0.97936463,0.000011202172,0.00013034347,0.00033199755],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9912947,0.0027917773,0.0011835751,0.0010089155,0.0024640462,0.0012570076],"domain_scores_gemma":[0.98803234,0.0066465456,0.0002650672,0.00078321045,0.003952274,0.0003205774],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0053366097,0.0004904118,0.0018837659,0.0008514459,0.00026911785,0.0004704103,0.00048181045,0.00018047846,0.000071859955],"category_scores_gemma":[0.0073862034,0.0002478653,0.00035024932,0.0021517514,0.0011898476,0.00040605795,0.00024025235,0.0013513023,0.000010762127],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.90977335,0.004969685,0.0023913071,0.0018212072,0.0011685095,0.000021608812,0.00082115596,0.00001630128,0.0010212,0.00017867691,0.00015367325,0.077663295],"study_design_scores_gemma":[0.9240016,0.04997689,0.0031657245,0.005643516,0.00004727248,0.000003998794,0.000049955728,0.004962448,0.0020967508,0.00014614874,0.009641877,0.00026385183],"about_ca_topic_score_codex":0.000061477025,"about_ca_topic_score_gemma":0.000007980575,"teacher_disagreement_score":0.07739945,"about_ca_system_score_codex":0.00022527382,"about_ca_system_score_gemma":0.0006898973,"threshold_uncertainty_score":0.9999974},"labels":[],"label_agreement":null},{"id":"W4401904318","doi":"10.1007/s12630-024-02817-y","title":"Effects of dexamethasone on opioid consumption in pediatric tonsillectomy: a systematic review with meta-analysis","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University Health Network; Toronto General Hospital; Queen's University; Institute for Clinical Evaluative Sciences","funders":"Hospital for Sick Children; University of Toronto","keywords":"Meta-analysis; Tonsillectomy; Dexamethasone; Opioid; Medicine; Anesthesia; Internal medicine","score_opus":0.041406004469922875,"score_gpt":0.3130602708154205,"score_spread":0.2716542663454976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401904318","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023481564,0.99422723,0.0000055007426,0.0004271768,0.000115966206,0.0028024623,0.000019451867,0.000007982858,0.000046095458],"genre_scores_gemma":[0.00354422,0.99538124,0.00020573371,0.00006916803,0.00026406706,0.000107009386,0.000017284283,0.00017978602,0.00023149012],"study_design_codex":"systematic_review","study_design_gemma":"case_report","domain_scores_codex":[0.991242,0.0017012254,0.0035375892,0.00061511446,0.0017367961,0.0011672574],"domain_scores_gemma":[0.9907347,0.0011962956,0.0032097795,0.00076203037,0.0011545938,0.002942588],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00428987,0.0011049677,0.013902615,0.0101970155,0.00014389565,0.00017466037,0.0009169,0.00051212177,0.00026138884],"category_scores_gemma":[0.0014976823,0.0006744058,0.0051649003,0.005693031,0.0002778333,0.00020968064,0.000017234568,0.0033889196,0.000050260736],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036885864,0.000051581188,0.00008284355,0.533046,0.045761254,0.4196714,0.0001304783,0.0000054006955,5.2209508e-8,0.000026768115,0.0001478217,0.0010394881],"study_design_scores_gemma":[0.00035258647,0.0009805164,0.000045024466,0.10740014,0.43921772,0.45039803,0.000020606249,0.0000018955946,7.969332e-7,0.0000073967217,0.001263571,0.0003117429],"about_ca_topic_score_codex":0.0017816696,"about_ca_topic_score_gemma":0.006439894,"teacher_disagreement_score":0.4256459,"about_ca_system_score_codex":0.0030664497,"about_ca_system_score_gemma":0.009330124,"threshold_uncertainty_score":0.9995707},"labels":[],"label_agreement":null},{"id":"W4401906015","doi":"10.3390/ejihpe14090163","title":"Adherence to CPAP Therapy in Obstructive Sleep Apnea: A Prospective Study on Quality of Life and Determinants of Use","year":2024,"lang":"en","type":"article","venue":"European Journal of Investigation in Health Psychology and Education","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Quality of life (healthcare); Sleep apnea; Sleep (system call); Prospective cohort study; Sleep quality; Anesthesia; Insomnia; Internal medicine; Psychiatry; Nursing","score_opus":0.15029316417392571,"score_gpt":0.4657727166612149,"score_spread":0.3154795524872892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401906015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963276,0.0005999728,0.00003496442,0.0019057719,0.0003488801,0.0006963613,0.0000025291085,0.0000029871992,0.000080952275],"genre_scores_gemma":[0.9983864,0.000110039924,0.00077878276,0.00063300587,0.000061862236,0.000009893594,7.8313786e-7,0.000010724686,0.000008543073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972596,0.0012743437,0.0009470402,0.00021348616,0.00018671891,0.000118801545],"domain_scores_gemma":[0.998789,0.00024299232,0.00039300538,0.00012627238,0.0002623388,0.00018638684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025591056,0.00008833216,0.00032235155,0.0005838205,0.000024485786,0.000009680817,0.000057846242,0.000028190174,0.0000067560713],"category_scores_gemma":[0.0010947111,0.00007421449,0.000019749177,0.00045182172,0.00018050979,0.00014795733,0.000014029677,0.00035095745,0.0000012198121],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008904533,0.00037269545,0.9139593,0.00017518362,0.000022815706,0.000006681403,0.01892162,0.0000033485812,0.001195255,0.00009619476,0.000026107942,0.0643303],"study_design_scores_gemma":[0.0014310031,0.0054847,0.9891334,0.00043330752,0.0000036936415,0.000028405522,0.0027310813,0.000021118753,0.00018985358,0.00048651113,0.000012047036,0.000044865887],"about_ca_topic_score_codex":0.00006962715,"about_ca_topic_score_gemma":0.000021257583,"teacher_disagreement_score":0.07517406,"about_ca_system_score_codex":0.00007118113,"about_ca_system_score_gemma":0.00025094848,"threshold_uncertainty_score":0.3026379},"labels":[],"label_agreement":null},{"id":"W4401962042","doi":"10.1111/pan.14988","title":"We have come a long way but, I still have questions","year":2024,"lang":"en","type":"letter","venue":"Pediatric Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Tonsillectomy; PDCA; Perioperative; Postoperative nausea and vomiting; Quality management; Stakeholder engagement; Psychological intervention; Intensive care medicine; Nausea; Anesthesia; Nursing; Operations management; Public relations","score_opus":0.02364557205048713,"score_gpt":0.29401334705713444,"score_spread":0.2703677750066473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401962042","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019055367,0.013709172,0.00022859355,0.96080965,0.00054601894,0.0020109317,0.00014854515,0.00064470235,0.0028470284],"genre_scores_gemma":[0.08473451,0.0062711467,0.0028015797,0.5008634,0.11688499,0.0013877844,0.0036551913,0.001983461,0.28141794],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946808,0.00026880665,0.0007453461,0.0012672414,0.0017879291,0.0012498416],"domain_scores_gemma":[0.99718004,0.0005704356,0.00023087912,0.001203503,0.00041079993,0.00040433533],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0004038588,0.00082867336,0.0011500991,0.0014492025,0.00013708508,0.0001832975,0.00055278913,0.0015116857,0.0008584577],"category_scores_gemma":[0.00025502383,0.0007207507,0.0005773802,0.0006950719,0.0003020095,0.00012620735,0.00017831624,0.0054645627,0.0038001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005652373,0.000117478514,0.0456136,0.0026137328,0.00025793526,0.059599508,0.00034918505,0.0000016312171,0.000004779425,0.000053001786,0.8894084,0.0019241892],"study_design_scores_gemma":[0.00096158363,0.00039961422,0.017882133,0.00022329476,0.0027171765,0.007271885,0.00012958038,0.00037198982,0.000021482125,0.0004198595,0.96863353,0.00096788304],"about_ca_topic_score_codex":0.0002646799,"about_ca_topic_score_gemma":0.000012776815,"teacher_disagreement_score":0.45994624,"about_ca_system_score_codex":0.00063079403,"about_ca_system_score_gemma":0.00035641826,"threshold_uncertainty_score":0.9997846},"labels":[],"label_agreement":null},{"id":"W4401979570","doi":"10.22541/au.172494022.29404032/v1","title":"Impact of adenotonsillectomy and maxillary expansion on the apnea-hypopnea index and minimum oxygen saturation in non-obese pediatric obstructive sleep apnea with relatively normal sagittal and vertical craniofacial features: a cross-over randomized controlled trial","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Craniofacial; Apnea–hypopnea index; Sleep apnea; Randomized controlled trial; Oxygen saturation; Apnea; Anesthesia; Physical therapy; Internal medicine","score_opus":0.00949373815314849,"score_gpt":0.29353340229205066,"score_spread":0.2840396641389022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401979570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820393,0.0013183682,0.00014923599,0.00034775658,0.00032066237,0.014704497,0.000076232114,0.000045613855,0.0009983765],"genre_scores_gemma":[0.99815327,0.00020499402,0.0001743402,0.00003992812,0.000418169,0.00075045036,0.000044011158,0.00009222405,0.00012258848],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9946287,0.0008676461,0.0012557948,0.0012876118,0.0013167826,0.00064342725],"domain_scores_gemma":[0.9951245,0.0031638555,0.00036360085,0.0005113505,0.00046731211,0.0003693412],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014819442,0.0009258125,0.0031319517,0.0010391892,0.00018536279,0.00030138923,0.00018178545,0.0009889666,0.00008306122],"category_scores_gemma":[0.0026577557,0.0004914576,0.00056164013,0.0006015767,0.0014195051,0.00022286664,0.00082797545,0.0029811028,0.000002783819],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95208615,0.00027914043,0.03960228,0.000425344,0.0019000239,0.00019791869,0.003256054,0.0000499566,0.0009797333,0.00016242922,0.000018784385,0.0010421749],"study_design_scores_gemma":[0.5937322,0.0015649537,0.3851216,0.00014432099,0.0009556347,0.00014282006,0.00037375736,0.016923267,0.00010947322,0.00054411835,2.9638613e-7,0.00038757178],"about_ca_topic_score_codex":0.0005550118,"about_ca_topic_score_gemma":0.0000665494,"teacher_disagreement_score":0.358354,"about_ca_system_score_codex":0.00030830145,"about_ca_system_score_gemma":0.00045798533,"threshold_uncertainty_score":0.9997537},"labels":[],"label_agreement":null},{"id":"W4402093746","doi":"10.58931/cdet.2024.2227","title":"Obstructive Sleep Apnea and Type 2 Diabetes","year":2024,"lang":"en","type":"article","venue":"Canadian Diabetes & Endocrinology Today","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Obstructive sleep apnea; Type 2 diabetes; Medicine; Diabetes mellitus; Sleep (system call); Sleep apnea; Internal medicine; Cardiology; Endocrinology; Computer science","score_opus":0.012564211811921501,"score_gpt":0.2621886973792629,"score_spread":0.24962448556734143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402093746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9687472,0.013025111,0.0000036600236,0.0054399576,0.0012631083,0.00046544612,0.000086882654,0.00020301275,0.010765626],"genre_scores_gemma":[0.99724954,0.00007541985,0.00029594332,0.00097420235,0.0003320192,0.00007011319,0.00006771066,0.00008102426,0.00085403415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996945,0.000097567805,0.00026148342,0.00074427394,0.00021732996,0.0017343247],"domain_scores_gemma":[0.9980131,0.00029994873,0.000027061826,0.00046178495,0.00019153168,0.0010066],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000131712,0.00032553807,0.00047836662,0.00089082314,0.00017276479,0.000093827475,0.00019814428,0.00020650045,0.00094647094],"category_scores_gemma":[0.00038643298,0.00030937608,0.00009842531,0.0006443756,0.000701446,0.0001785793,0.000113560774,0.00072797213,0.0005447474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023280963,0.000029949604,0.6302483,0.000377949,0.0011284272,0.0012086122,0.00039715017,0.00000187839,0.014617013,0.013740417,0.002819968,0.33540705],"study_design_scores_gemma":[0.0016992259,0.0011220968,0.6697444,0.00019784775,0.00059538224,0.0002993387,0.0005798109,0.0048268023,0.037313525,0.005055885,0.27747852,0.0010872307],"about_ca_topic_score_codex":0.0017105761,"about_ca_topic_score_gemma":0.0032223526,"teacher_disagreement_score":0.3343198,"about_ca_system_score_codex":0.00045515908,"about_ca_system_score_gemma":0.00028904338,"threshold_uncertainty_score":0.9999668},"labels":[],"label_agreement":null},{"id":"W4402314698","doi":"10.1002/ppul.27239","title":"Impact of adenotonsillectomy and palatal expansion on the apnea‐hypopnea index and minimum oxygen saturation in nonobese pediatric obstructive sleep apnea with balanced maxillomandibular relationship: A cross‐over randomized controlled trial","year":2024,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Randomized controlled trial; Apnea–hypopnea index; Apnea; Sleep apnea; Oxygen saturation; Hypopnea; Tonsillectomy; Physical therapy; Anesthesia; Pediatrics; Internal medicine","score_opus":0.009824766387121157,"score_gpt":0.2883279576033359,"score_spread":0.27850319121621475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402314698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883139,0.003984521,0.00028281257,0.00036089073,0.0002920644,0.006486968,0.000030189396,0.000057580597,0.00019103599],"genre_scores_gemma":[0.99809474,0.0003771971,0.00010874971,0.000018545645,0.00051138445,0.00073763845,0.00003589982,0.0000514586,0.000064374595],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99647605,0.0007427203,0.00093843887,0.00076297094,0.00054144074,0.0005383868],"domain_scores_gemma":[0.9943982,0.0044646966,0.0003463134,0.00040691567,0.00020802725,0.00017585536],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011476494,0.00043574176,0.0015765644,0.001302608,0.00014871462,0.00009533828,0.00014252521,0.00042776184,0.00006411695],"category_scores_gemma":[0.002580369,0.00025081346,0.00029445137,0.0012584598,0.00049927965,0.000263305,0.000113397524,0.0009691213,0.00000847108],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5968522,0.00015366438,0.40064237,0.00010779801,0.00034360526,0.00011705875,0.0006238637,0.000045264933,0.00021562731,0.0002515447,0.000011334657,0.0006357101],"study_design_scores_gemma":[0.4730567,0.001206377,0.50524646,0.000011975694,0.000556376,0.000111982205,0.0000831258,0.018972263,0.000015988435,0.00053977437,0.0000018652385,0.0001971465],"about_ca_topic_score_codex":0.00013948523,"about_ca_topic_score_gemma":0.000015523046,"teacher_disagreement_score":0.12379547,"about_ca_system_score_codex":0.00020707425,"about_ca_system_score_gemma":0.00024897268,"threshold_uncertainty_score":0.9999944},"labels":[],"label_agreement":null},{"id":"W4402327468","doi":"10.1016/j.smrv.2024.102007","title":"The STOP-Bang questionnaire: A narrative review on its utilization in different populations and settings","year":2024,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network; Toronto Rehabilitation Institute; McMaster University","funders":"University Health Network Foundation; ResMed Foundation","keywords":"Obstructive sleep apnea; Narrative review; Medicine; Psychology; Intensive care medicine; Anesthesia","score_opus":0.1945876792161847,"score_gpt":0.47294565289824625,"score_spread":0.27835797368206155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402327468","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000041034814,0.97854006,0.000025913685,0.0103936475,0.0006960264,0.009656151,0.000014254815,0.000065554195,0.0006043025],"genre_scores_gemma":[0.000015206398,0.9957307,0.000025589812,0.0006455741,0.00073143386,0.0016565047,0.00031117673,0.00010511499,0.00077870337],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99372995,0.0016232398,0.0022094673,0.0009828513,0.00091194484,0.0005425547],"domain_scores_gemma":[0.99739975,0.00044425402,0.0007045575,0.00091963465,0.00021759706,0.0003142043],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029147288,0.0009029901,0.004231921,0.0005657386,0.00025054067,0.00004109683,0.00030044926,0.00026412046,0.000107137304],"category_scores_gemma":[0.006364602,0.0004091381,0.0005059694,0.0017343658,0.00030723942,0.000084445724,0.00016870763,0.001721704,0.0002203152],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072730063,0.00004560099,0.000012330427,0.14758082,0.00010742946,0.00003048401,0.00025934915,1.5542177e-8,2.8021148e-7,0.001297601,0.008589707,0.8420691],"study_design_scores_gemma":[0.00025417493,0.00020452232,0.000061376704,0.37035555,0.002323299,0.00010272031,0.000047332003,0.000034329958,1.188037e-7,0.00006873698,0.62635595,0.00019189247],"about_ca_topic_score_codex":0.000012269425,"about_ca_topic_score_gemma":0.000046512327,"teacher_disagreement_score":0.8418772,"about_ca_system_score_codex":0.0007427889,"about_ca_system_score_gemma":0.00010749384,"threshold_uncertainty_score":0.999836},"labels":[],"label_agreement":null},{"id":"W4402445989","doi":"10.1016/j.ijom.2024.08.033","title":"The effects of incremental maxillomandibular advancement surgery on airway morphology: a cadaveric study","year":2024,"lang":"en","type":"article","venue":"International Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Robarts Research Institute; Western University","keywords":"Medicine; Cadaveric spasm; Airway; Obstructive sleep apnea; Cadaver; Volume (thermodynamics); Orthodontics; Dentistry; Surgery; Anesthesia","score_opus":0.017866514038806167,"score_gpt":0.3147810585897035,"score_spread":0.29691454455089733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402445989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924086,0.0022289383,0.00007067034,0.0012818971,0.0036533182,0.00026217414,0.000010663219,0.000010710719,0.000073057956],"genre_scores_gemma":[0.99807584,0.0015066459,0.000030075318,0.00009731623,0.00012285152,0.000010479606,0.000005118141,0.000016694017,0.00013498748],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978734,0.000087712404,0.0005853931,0.0001724928,0.0010709005,0.00021006067],"domain_scores_gemma":[0.99875325,0.0005159608,0.00019338224,0.00010035237,0.00031927114,0.000117762705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009474732,0.00015011923,0.0004032268,0.00045444097,0.000072314106,0.000057570498,0.00013080002,0.000045048728,0.0000693303],"category_scores_gemma":[0.00060208986,0.000093189854,0.00026567618,0.0001869066,0.00017334906,0.00016474602,0.00009842203,0.00026934658,0.000008018544],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029920207,0.0007915535,0.29089373,0.00013643155,0.0020317622,0.007305948,0.0002506287,0.0000032130986,0.017108683,0.00027925792,0.0006226976,0.6775841],"study_design_scores_gemma":[0.0031385464,0.003575752,0.8023793,0.0009224383,0.0004322008,0.0026592806,0.0009970418,0.00010282868,0.03845951,0.00044583326,0.14647272,0.00041452583],"about_ca_topic_score_codex":0.000088371235,"about_ca_topic_score_gemma":0.0000031897291,"teacher_disagreement_score":0.67716956,"about_ca_system_score_codex":0.00017084536,"about_ca_system_score_gemma":0.00011401521,"threshold_uncertainty_score":0.3800172},"labels":[],"label_agreement":null},{"id":"W4402482081","doi":"10.1002/lary.31751","title":"Maxillomandibular Advancement for Obstructive Sleep Apnea in Patients With Obesity: A Meta‐Analysis","year":2024,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Obstructive sleep apnea; Obesity; Meta-analysis; Medicine; Sleep apnea; Sleep (system call); Dentistry; Internal medicine; Computer science","score_opus":0.04613580162137287,"score_gpt":0.34904718192835055,"score_spread":0.3029113803069777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402482081","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020299219,0.9900927,0.0007322654,0.00017583971,0.0001432609,0.007803656,0.0004532488,0.000062103485,0.00033393627],"genre_scores_gemma":[0.00053090375,0.99033654,0.002096186,0.00012478484,0.00016596483,0.004041549,0.0013176476,0.00028875037,0.0010976807],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99603814,0.00031088092,0.0007837384,0.0010879069,0.0009973613,0.00078195555],"domain_scores_gemma":[0.99772555,0.00028047396,0.00030502604,0.0012103077,0.00028782955,0.00019081628],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065716926,0.0008260373,0.004737996,0.0010408395,0.00013095279,0.00008452315,0.0005328432,0.00025523434,0.00028316022],"category_scores_gemma":[0.00008100388,0.00041073436,0.0021063453,0.0029168243,0.00022425529,0.0001269075,0.00035040217,0.00093985803,0.00015728625],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005981966,0.0007011792,0.0007278216,0.031126248,0.5807505,0.00015267762,0.0002731475,0.000012787164,1.9471833e-7,0.00080020167,0.000054153606,0.3848029],"study_design_scores_gemma":[0.0012988547,0.0005925338,0.00044624836,0.0008690875,0.6142172,0.0000093657545,0.00003858807,0.00008602314,0.0000022322852,0.00011993687,0.38186702,0.0004528829],"about_ca_topic_score_codex":0.00004566754,"about_ca_topic_score_gemma":0.000051109273,"teacher_disagreement_score":0.38435,"about_ca_system_score_codex":0.00053738855,"about_ca_system_score_gemma":0.00012786093,"threshold_uncertainty_score":0.9998345},"labels":[],"label_agreement":null},{"id":"W4402574665","doi":"10.1177/19160216241279074","title":"Reasonable Risk Ratio of Palate Surgery: A New Critical Analysis","year":2024,"lang":"en","type":"review","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Relative risk; Tonsillectomy; Uvulopalatopharyngoplasty; Swallowing; Throat; Surgery; Complication; Apnea; Anesthesia; Confidence interval; Internal medicine; Polysomnography","score_opus":0.05512937874044709,"score_gpt":0.371254788156935,"score_spread":0.3161254094164879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402574665","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06296526,0.93532974,0.00009599383,0.0004316194,0.0007232276,0.00028873098,0.00005580796,0.000016513202,0.000093108625],"genre_scores_gemma":[0.0039979867,0.9945161,0.00042363844,0.000041427127,0.00062690285,0.000009451367,0.000048240898,0.00007634904,0.00025995803],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946043,0.000987477,0.0025349695,0.00051019544,0.00073144503,0.00063161703],"domain_scores_gemma":[0.9901432,0.0068183197,0.0012352652,0.0004807704,0.0005687984,0.0007536927],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031745078,0.00052557385,0.007685554,0.0034774623,0.000085981395,0.00005221594,0.0001666363,0.0007165659,0.00046450432],"category_scores_gemma":[0.005057617,0.0003667902,0.0037350813,0.0022391225,0.00040203644,0.00020318951,0.00013419024,0.0021268744,0.0000370718],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081978925,0.0006656503,0.38204837,0.062039115,0.03400791,0.012696327,0.00011935668,8.252146e-7,0.000014402627,0.00026615724,0.01888993,0.48843217],"study_design_scores_gemma":[0.0008746701,0.0007407234,0.15228708,0.037756346,0.10423811,0.015640443,0.000028539489,0.00017217612,0.000015841311,0.00049058674,0.68685335,0.0009021449],"about_ca_topic_score_codex":0.0001010389,"about_ca_topic_score_gemma":0.000014116221,"teacher_disagreement_score":0.6679634,"about_ca_system_score_codex":0.00014623709,"about_ca_system_score_gemma":0.0019069195,"threshold_uncertainty_score":0.9998784},"labels":[],"label_agreement":null},{"id":"W4402586363","doi":"10.1093/sleepadvances/zpae069","title":"Estimated prevalence of obstructive sleep apnea by occupation and industry in England: a descriptive study","year":2024,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; University College London; National Institutes of Health; Case Western Reserve University; National Institute on Aging; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Obstructive sleep apnea; Descriptive research; Descriptive statistics; Sleep (system call); Medicine; Sleep apnea; Physical therapy; Environmental health; Psychology; Demography; Geography; Internal medicine; Sociology; Statistics; Social science; Computer science; Mathematics","score_opus":0.022208185532795723,"score_gpt":0.3331871760984905,"score_spread":0.3109789905656948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402586363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881436,0.009440091,0.00052840536,0.00007003485,0.0002199471,0.0011017214,0.00008880922,0.00007108266,0.00033629956],"genre_scores_gemma":[0.99873424,0.00009388593,0.0009027137,0.00000979814,0.00004641943,0.000104320265,0.000015703381,0.000026270489,0.000066672554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816275,0.00014096012,0.00036663417,0.00054367323,0.0004786202,0.00030738083],"domain_scores_gemma":[0.99918365,0.00022617988,0.00007946221,0.00022087897,0.0001678999,0.000121896715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003123362,0.00020987549,0.0003443111,0.0003298748,0.000043961314,0.000030476636,0.000112196205,0.0001916628,0.00007960035],"category_scores_gemma":[0.00037524456,0.00018115068,0.000036324356,0.00071116694,0.0002667574,0.00052467134,0.00009196607,0.0008518784,0.0000068745403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051471737,0.00035907706,0.7791105,0.00072005624,0.00016850416,0.000103749575,0.006376654,0.000044203047,0.0051994296,0.00008071936,0.0000054543643,0.20731692],"study_design_scores_gemma":[0.004761667,0.002041055,0.9412279,0.0005419757,0.00029853,0.00006772899,0.0108217215,0.020685207,0.017901381,0.00091355434,0.00035924488,0.0003800401],"about_ca_topic_score_codex":0.00009066223,"about_ca_topic_score_gemma":0.000042942167,"teacher_disagreement_score":0.20693688,"about_ca_system_score_codex":0.00017760077,"about_ca_system_score_gemma":0.000031795178,"threshold_uncertainty_score":0.73871106},"labels":[],"label_agreement":null},{"id":"W4402604992","doi":"10.1016/j.chest.2024.06.3648","title":"COST OF THERAPY WITH NOVEL EXPIRATORY POSITIVE AIRWAY PRESSURE (EPAP) ENHANCED MANDIBULAR ADVANCEMENT DEVICE (EMAD) VS CONTINUOUS POSITIVE AIRWAY PRESSURE (CPAP) IN CANADA","year":2024,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Continuous positive airway pressure; Medicine; Airway; Positive airway pressure; Positive pressure; Anesthesia; Cardiology; Obstructive sleep apnea","score_opus":0.016395556967103465,"score_gpt":0.2805276587460348,"score_spread":0.2641321017789313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402604992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94997734,0.031076731,0.00984276,0.002043029,0.00069884903,0.0029548141,0.0005220943,0.000046190522,0.0028382007],"genre_scores_gemma":[0.9973072,0.00043856536,0.00083447096,0.00028449038,0.00030815287,0.0000799425,0.000029077579,0.00008405709,0.0006340688],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99664223,0.00017472447,0.0006380727,0.00055079866,0.0012641571,0.0007299878],"domain_scores_gemma":[0.9978831,0.0002487485,0.00026437597,0.00035684928,0.0008333772,0.00041359305],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047059896,0.00041697238,0.00076839235,0.00027680292,0.00013471083,0.00007700456,0.0002982113,0.00013620663,0.00042476863],"category_scores_gemma":[0.000082089675,0.00031967618,0.00011925678,0.00050861103,0.00021379896,0.00034985744,0.000079178135,0.0013133666,0.0000055126616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018037539,0.002375834,0.07965718,0.003580817,0.009819758,0.009971591,0.014368033,0.0036573005,0.7506277,0.00047884547,0.0012432458,0.10618214],"study_design_scores_gemma":[0.0122473,0.003310076,0.17300005,0.0034392704,0.0006111477,0.0011760021,0.0040325723,0.0012783958,0.77240515,0.000019402767,0.027735626,0.0007449755],"about_ca_topic_score_codex":0.018055385,"about_ca_topic_score_gemma":0.037690498,"teacher_disagreement_score":0.105437174,"about_ca_system_score_codex":0.0009033935,"about_ca_system_score_gemma":0.0019680788,"threshold_uncertainty_score":0.99992555},"labels":[],"label_agreement":null},{"id":"W4402625348","doi":"10.1007/978-3-031-65335-3_9","title":"Respiratory Care of the Individual with Muscular Dystrophy","year":2024,"lang":"en","type":"book-chapter","venue":"Respiratory medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Muscular dystrophy; Respiratory system; Intensive care medicine; Internal medicine","score_opus":0.045263616718750864,"score_gpt":0.3001040325938903,"score_spread":0.25484041587513945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402625348","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022841552,0.08634518,0.000016712465,0.0012317186,0.0013844741,0.003675735,0.00040321393,0.00022516737,0.88387626],"genre_scores_gemma":[0.6037548,0.00031120537,0.00033298874,0.00875957,0.015273061,0.0003558614,0.0003308277,0.0022807203,0.36860096],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942746,0.000096096184,0.0009075891,0.00094370684,0.0032636137,0.00051439233],"domain_scores_gemma":[0.9960932,0.00014877609,0.00042747174,0.0019748558,0.0009548964,0.00040077328],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006228559,0.0007491389,0.0013622396,0.00080891413,0.00013205623,0.000015690293,0.00066659506,0.00064611883,0.0011167474],"category_scores_gemma":[0.00021068465,0.00041403927,0.0004061537,0.00034061365,0.0024190831,0.000055052467,0.00041112106,0.0022801165,0.00014278066],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076689743,0.0005867541,0.022065824,0.060653258,0.027464688,0.021969894,0.017600318,0.00005002812,0.07509093,0.47800472,0.07970905,0.20913556],"study_design_scores_gemma":[0.0037249422,0.003977837,0.003569467,0.006494924,0.002849093,0.00009950493,0.000749764,0.0000014881747,0.002789398,0.00056077563,0.9746721,0.00051075185],"about_ca_topic_score_codex":0.000017006589,"about_ca_topic_score_gemma":0.000021689433,"teacher_disagreement_score":0.894963,"about_ca_system_score_codex":0.00046499263,"about_ca_system_score_gemma":0.0006934836,"threshold_uncertainty_score":0.99983114},"labels":[],"label_agreement":null},{"id":"W4402627493","doi":"10.20944/preprints202409.1456.v1","title":"3D Stereophotogrammetry in the Evaluation of Pediatric OSAS: Preliminary Results","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.22517747218656828,"score_gpt":0.4387354571778989,"score_spread":0.21355798499133063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402627493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711271,0.0017904287,0.0000069790335,0.00083861116,0.0007082142,0.0040906803,0.00009464756,0.00007501194,0.021268323],"genre_scores_gemma":[0.9978289,0.00023337411,0.00021053286,0.000042706448,0.0005578655,0.00068884506,0.00016144673,0.0000639661,0.00021234552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931794,0.0011229835,0.001142519,0.0013119148,0.002759758,0.00048343118],"domain_scores_gemma":[0.99571604,0.00048980565,0.00038589144,0.0024718633,0.00081115274,0.00012524429],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0095280185,0.00039383076,0.0006283881,0.0008189776,0.000040444873,0.000025239337,0.0008276583,0.0005030649,0.00045057075],"category_scores_gemma":[0.0036744387,0.00030548195,0.00031546762,0.0010506557,0.00016650303,0.00004818644,0.0030609947,0.0028395068,0.00078516104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040694815,0.0015575885,0.93869907,0.005212686,0.00067645375,0.00024123752,0.010072724,0.000605204,0.002803645,0.00009624984,0.00018128479,0.035784382],"study_design_scores_gemma":[0.0024518599,0.00025094082,0.9801544,0.00039023825,0.0013567355,0.00003635683,0.001005607,0.005403366,0.005635111,0.0029284582,0.00011152735,0.0002754221],"about_ca_topic_score_codex":0.0004955106,"about_ca_topic_score_gemma":0.000032783188,"teacher_disagreement_score":0.041455314,"about_ca_system_score_codex":0.0005041935,"about_ca_system_score_gemma":0.00059954234,"threshold_uncertainty_score":0.99999285},"labels":[],"label_agreement":null},{"id":"W4402631200","doi":"10.1016/j.sleep.2024.09.032","title":"Sleep apnea-specific hypoxic burden and pulse rate response in children using high flow nasal cannula therapy compared with continuous positive airway pressure","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Nasal cannula; Continuous positive airway pressure; Medicine; Cannula; Sleep apnea; Anesthesia; Airway; Obstructive sleep apnea; Pulse (music); Surgery","score_opus":0.01413554193546071,"score_gpt":0.2746915403130908,"score_spread":0.2605559983776301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402631200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732593,0.01757149,0.00081149035,0.005289855,0.00038189968,0.0021891214,0.00011664793,0.00016675635,0.00021339425],"genre_scores_gemma":[0.9971214,0.00018221249,0.0006952175,0.00021327472,0.0011397867,0.00006400637,0.00016109558,0.00014229576,0.0002807187],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9957936,0.0007213232,0.0005911084,0.0010641956,0.00097557076,0.0008542158],"domain_scores_gemma":[0.99784315,0.0005920269,0.00010677585,0.0006407617,0.0003446992,0.00047259562],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014403563,0.00056414114,0.0010664796,0.0008872458,0.00015930609,0.000084544634,0.00024641227,0.00021097761,0.00046137167],"category_scores_gemma":[0.00021614612,0.00040029918,0.00007594746,0.0011663699,0.0009501849,0.00022810705,0.00011632724,0.0009989751,0.00002250009],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10410183,0.00070595107,0.117360935,0.00053923915,0.0058092033,0.008725431,0.020315418,0.002868872,0.3946966,0.00037529002,0.00083498104,0.34366626],"study_design_scores_gemma":[0.031573907,0.0064976197,0.83440953,0.0017690812,0.00072682166,0.0022124676,0.0020662693,0.10805581,0.009588552,0.000101638776,0.0020051845,0.0009931341],"about_ca_topic_score_codex":0.0011955816,"about_ca_topic_score_gemma":0.000036426467,"teacher_disagreement_score":0.7170486,"about_ca_system_score_codex":0.000277142,"about_ca_system_score_gemma":0.00010448308,"threshold_uncertainty_score":0.9998449},"labels":[],"label_agreement":null},{"id":"W4402633780","doi":"10.1183/23120541.00511-2024","title":"OSA symptom subtypes and hypoxic burden independently predict distinct cardiovascular outcomes","year":2024,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"NIH Clinical Center; National Heart, Lung, and Blood Institute; American Academy of Sleep Medicine Foundation; American Heart Association","keywords":"Medicine; Hypoxia (environmental); Cardiology; Internal medicine; Intensive care medicine","score_opus":0.07519837625443163,"score_gpt":0.39984116975781153,"score_spread":0.3246427935033799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402633780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92830485,0.010232448,0.00009878809,0.0041113626,0.0003648318,0.0037095528,0.000084534615,0.00017236832,0.052921236],"genre_scores_gemma":[0.98594385,0.00018238887,0.00026203864,0.000023168228,0.0004252658,0.00028178297,0.00005374899,0.00009309189,0.01273465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99363506,0.00066838507,0.0003535495,0.0011101387,0.0032045455,0.0010283511],"domain_scores_gemma":[0.99680716,0.00088168366,0.00001921548,0.0012410599,0.00046818808,0.00058269635],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0057144277,0.00027557186,0.00071325013,0.0006869688,0.00035417307,0.001034523,0.0008864941,0.00020003236,0.001000608],"category_scores_gemma":[0.0014933776,0.00020865392,0.0002695942,0.0010609928,0.00060715264,0.00044051922,0.0022757815,0.0015366414,0.0009062091],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009791962,0.00031344063,0.60155666,0.0019518704,0.007899943,0.0070663574,0.0018105077,0.000008551903,0.0042468817,0.0061903936,0.007649739,0.36032644],"study_design_scores_gemma":[0.0045136223,0.0009497991,0.8677024,0.00054901396,0.00038116224,0.0006221169,0.0015925769,0.0025190513,0.0030926086,0.0021237272,0.11537982,0.000574096],"about_ca_topic_score_codex":0.0020103855,"about_ca_topic_score_gemma":0.000072488205,"teacher_disagreement_score":0.35975233,"about_ca_system_score_codex":0.00035305932,"about_ca_system_score_gemma":0.00038855313,"threshold_uncertainty_score":0.9999126},"labels":[],"label_agreement":null},{"id":"W4402668874","doi":"10.1111/adj.13037","title":"Sleep disorders and orofacial pain: insights for dental practice","year":2024,"lang":"en","type":"review","venue":"Australian Dental Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McGill University","funders":"","keywords":"Orofacial pain; Sleep (system call); Comorbidity; Medicine; Chronic pain; Affect (linguistics); Sleep disorder; Sleep medicine; Psychology; Psychiatry; Physical therapy; Cognition","score_opus":0.054852996322606366,"score_gpt":0.4112960521071363,"score_spread":0.35644305578452995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402668874","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022004021,0.9950126,0.000112897826,0.0005972585,0.0014719346,0.0019181585,0.00009843446,0.00004537941,0.00052328815],"genre_scores_gemma":[0.0007668151,0.9940251,0.0009204572,0.00010060531,0.0018653866,0.00009337346,0.00013563002,0.00016685309,0.0019257485],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965459,0.00040268613,0.0008583952,0.00061207224,0.00088287855,0.00069804216],"domain_scores_gemma":[0.99809057,0.000396718,0.00037367968,0.00025241665,0.00016697335,0.00071962137],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008424602,0.000624436,0.0013707473,0.00061132543,0.00029185892,0.00044047993,0.0002977232,0.00048116487,0.00022798339],"category_scores_gemma":[0.0007074256,0.00046266132,0.00092728244,0.00040806204,0.00028575852,0.00043074088,0.00018239794,0.0022200467,0.00024137767],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013231668,0.00016499874,0.00012224045,0.01016503,0.0017098491,0.0013827422,0.00011450733,5.1967103e-8,0.000006294498,0.00014560542,0.004867998,0.98118836],"study_design_scores_gemma":[0.0011835783,0.00072308804,0.000037904687,0.004277931,0.0052348175,0.019891864,0.00093905954,0.000013587624,0.000004592886,0.0001697724,0.9670938,0.00042998273],"about_ca_topic_score_codex":0.000017368786,"about_ca_topic_score_gemma":0.000039115737,"teacher_disagreement_score":0.98075837,"about_ca_system_score_codex":0.00067941536,"about_ca_system_score_gemma":0.00019917608,"threshold_uncertainty_score":0.9997825},"labels":[],"label_agreement":null},{"id":"W4402770505","doi":"10.7759/cureus.70085","title":"Assessing Cognitive Impairments in Obstructive Sleep Apnea Patients Using Montreal Cognitive Assessment (MoCA) Scores","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Obstructive sleep apnea; Cognition; Cognitive impairment; Sleep apnea; Sleep (system call); Cognitive Assessment System; Audiology; Polysomnography; Physical therapy; Physical medicine and rehabilitation; Apnea; Internal medicine; Psychiatry","score_opus":0.03634315419150519,"score_gpt":0.3805291648100614,"score_spread":0.3441860106185562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402770505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98580784,0.0007695594,0.0030199913,0.00005557315,0.0007972685,0.0016067775,0.00015359934,0.00013645345,0.0076529514],"genre_scores_gemma":[0.9979454,0.000015326128,0.0012096877,0.000080664075,0.00024454645,0.000111315916,0.0002466657,0.00010295128,0.00004342076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996312,0.0002841713,0.00054058083,0.0009409995,0.0010698991,0.0008523399],"domain_scores_gemma":[0.99806356,0.0005916562,0.00012122602,0.00024014022,0.0006581396,0.00032526624],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038338054,0.00043807915,0.0005709117,0.0005176005,0.00017378411,0.00030341584,0.00015088145,0.00021291393,0.00026661457],"category_scores_gemma":[0.0005535902,0.0004056484,0.00018294017,0.0008725768,0.00033564647,0.0011165505,0.00026092413,0.0008926827,0.00006332846],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004859656,0.001741679,0.7681496,0.00036865642,0.0011035467,0.0027004734,0.0024983727,0.000014733823,0.002071001,0.00010103908,0.000020520178,0.22074442],"study_design_scores_gemma":[0.004670866,0.00075104483,0.9493003,0.0011819636,0.0004427267,0.000116817755,0.0067295143,0.03437048,0.0015212192,0.00048389036,0.000008190049,0.0004230193],"about_ca_topic_score_codex":0.00072470465,"about_ca_topic_score_gemma":0.00010492423,"teacher_disagreement_score":0.2203214,"about_ca_system_score_codex":0.0015298155,"about_ca_system_score_gemma":0.0002808424,"threshold_uncertainty_score":0.99983954},"labels":[],"label_agreement":null},{"id":"W4402786702","doi":"10.2196/54792","title":"Associations Among Cardiometabolic Risk Factors, Sleep Duration, and Obstructive Sleep Apnea in a Southeastern US Rural Community: Cross-Sectional Analysis From the SLUMBRx-PONS Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Sleep apnea; Preprint; Pediatrics; Gerontology; Internal medicine","score_opus":0.04440345109717563,"score_gpt":0.38875470514301574,"score_spread":0.3443512540458401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402786702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99410444,0.00031641155,0.00036876247,0.00017216693,0.0001950188,0.0021958803,0.002113962,0.00009131968,0.00044200453],"genre_scores_gemma":[0.9984567,0.000020657926,0.000022886872,0.000008558346,0.00020409543,0.0005187671,0.00063167175,0.000047245117,0.00008937489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9904671,0.004878005,0.0009111966,0.00050614116,0.0023672215,0.000870335],"domain_scores_gemma":[0.9934696,0.004076721,0.00018653764,0.00082754315,0.0011395143,0.00030008104],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0053443783,0.0003444366,0.00075231335,0.0020548059,0.0017908455,0.0009800759,0.0004982476,0.00022298044,0.00016468327],"category_scores_gemma":[0.0014250336,0.00024704673,0.00035433273,0.006186959,0.0010950727,0.0010076357,0.00070569484,0.0041686753,0.00007761674],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014526612,0.00039521666,0.91527563,0.0000253812,0.0044818013,0.000017086113,0.07703489,0.00009591133,0.00007777942,0.00007515274,0.000010628389,0.0023652606],"study_design_scores_gemma":[0.0013340949,0.00029028402,0.9039702,0.00001974809,0.00033870313,0.0000052244236,0.07071767,0.022595668,0.000051923682,0.00045909866,0.000028366394,0.00018902915],"about_ca_topic_score_codex":0.022665784,"about_ca_topic_score_gemma":0.0073629096,"teacher_disagreement_score":0.022499757,"about_ca_system_score_codex":0.0007337244,"about_ca_system_score_gemma":0.00012189805,"threshold_uncertainty_score":0.99999815},"labels":[],"label_agreement":null},{"id":"W4402866094","doi":"10.1186/s41687-024-00747-3","title":"Comparison of patient-reported outcomes between alternative care provider-led and physician-led care for severe sleep disordered breathing: secondary analysis of a randomized clinical trial","year":2024,"lang":"en","type":"article","venue":"Journal of Patient-Reported Outcomes","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; University of Saskatchewan; Alberta Health Services; Canadian Patient Safety Institute; Foothills Medical Centre; Alberta Health; University of Lethbridge; University of Calgary","funders":"Canadian Institutes of Health Research; Lung Association, Alberta and NWT","keywords":"Medicine; Randomized controlled trial; Quality of life (healthcare); Epworth Sleepiness Scale; Physical therapy; Clinical trial; Patient-reported outcome; Health care; Sleep apnea; Apnea; Polysomnography; Psychiatry; Nursing; Internal medicine","score_opus":0.042898163829320844,"score_gpt":0.41088386783166364,"score_spread":0.3679857040023428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402866094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895227,0.002622419,0.00086345285,0.00035838806,0.0014340624,0.004719154,0.0002799279,0.000046691588,0.00015318644],"genre_scores_gemma":[0.99726224,0.00003158233,0.0019336191,0.000058551504,0.00020249494,0.00009468933,0.00029740244,0.00008646572,0.000032968244],"study_design_codex":"observational","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9880625,0.00096690306,0.007559445,0.0007677087,0.0021007487,0.000542679],"domain_scores_gemma":[0.9832183,0.005545807,0.0065682204,0.0007102499,0.0035327722,0.00042466394],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017828564,0.00064910017,0.0077712247,0.0018584353,0.00013655868,0.00008332581,0.0002957055,0.0003533685,0.00005591918],"category_scores_gemma":[0.007679811,0.00045018928,0.0042039095,0.0011571208,0.000524379,0.00041124487,0.00020351676,0.0010894351,6.582033e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.09437498,0.0007843823,0.759055,0.0010540505,0.055488512,0.000250021,0.016828092,0.000101661186,0.00011971288,0.000021035905,0.000028420445,0.07189409],"study_design_scores_gemma":[0.6218152,0.007745837,0.2593062,0.00078508427,0.061332483,0.00007204731,0.04044664,0.004018894,0.0031797348,0.000297173,0.00022233918,0.0007783876],"about_ca_topic_score_codex":0.0001673375,"about_ca_topic_score_gemma":0.000053009433,"teacher_disagreement_score":0.5274402,"about_ca_system_score_codex":0.00031892577,"about_ca_system_score_gemma":0.00060403574,"threshold_uncertainty_score":0.99979496},"labels":[],"label_agreement":null},{"id":"W4402933873","doi":"10.1111/jopr.13946","title":"Dentoskeletal changes of long‐term oral appliance treatment in patients with obstructive sleep apnea: A systematic review and meta‐analysis","year":2024,"lang":"en","type":"review","venue":"Journal of Prosthodontics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Overjet; Medicine; Overbite; Obstructive sleep apnea; Dentistry; Cephalometric analysis; Malocclusion; Cephalometry; Meta-analysis; Orthodontics; Sleep apnea; Internal medicine","score_opus":0.06650883152029463,"score_gpt":0.3807018314598617,"score_spread":0.31419299993956706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402933873","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032049813,0.9935595,0.00016922627,0.000078145255,0.00005741339,0.0056849257,0.0001154497,0.0000064808487,0.0000084085505],"genre_scores_gemma":[0.000685087,0.996264,0.0024825283,0.000016341177,0.00004454451,0.00025938216,0.00003554614,0.000082351886,0.00013025253],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99568707,0.0006439118,0.0017988131,0.0004341106,0.0010707688,0.00036534836],"domain_scores_gemma":[0.99593806,0.00023329114,0.0022492225,0.0005337822,0.0008035829,0.00024207885],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010464116,0.0006745735,0.0118303355,0.001238834,0.000026115524,0.000049392882,0.00025932537,0.00021139513,0.000024039407],"category_scores_gemma":[0.00023395386,0.000345095,0.0017311426,0.0017679534,0.00019061891,0.0001198572,0.000114139366,0.00070547167,0.0000040051686],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006122445,0.00031437678,0.0023034867,0.7880697,0.18955402,0.00031326542,0.000097146694,2.1892629e-7,1.2450352e-7,0.000008655233,0.0000013454758,0.0192764],"study_design_scores_gemma":[0.0009087123,0.0014777638,0.0012215542,0.08498219,0.9106701,0.00033702035,0.000026529802,0.000004482606,0.0000023240557,0.0000042155816,0.000113009126,0.0002520744],"about_ca_topic_score_codex":0.000005977689,"about_ca_topic_score_gemma":0.00004686892,"teacher_disagreement_score":0.7211161,"about_ca_system_score_codex":0.00056590803,"about_ca_system_score_gemma":0.00016429706,"threshold_uncertainty_score":0.9999001},"labels":[],"label_agreement":null},{"id":"W4402945244","doi":"10.1016/j.specom.2024.103144","title":"Feasibility of acoustic features of vowel sounds in estimating the upper airway cross sectional area during wakefulness: A pilot study","year":2024,"lang":"en","type":"article","venue":"Speech Communication","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vowel; Audiology; Wakefulness; Cross-sectional study; Airway; Speech recognition; Acoustics; Computer science; Medicine; Psychology; Mathematics; Electroencephalography; Statistics; Anesthesia; Neuroscience","score_opus":0.05891814902745833,"score_gpt":0.377314962561023,"score_spread":0.31839681353356464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402945244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99710566,0.0005283031,0.00026518002,0.00024159608,0.0000974807,0.0010036996,0.000014163505,0.00004288855,0.00070104416],"genre_scores_gemma":[0.99805844,0.000005805846,0.0016691713,0.000004760358,0.000038379578,0.00007240124,0.000018466224,0.000020687878,0.00011190687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982085,0.00031144466,0.0004647515,0.00024487232,0.00058995164,0.00018047068],"domain_scores_gemma":[0.99778366,0.0005960705,0.00010572594,0.0011409943,0.00033763496,0.000035916204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015828265,0.0001209117,0.0002353563,0.00020759116,0.0001441252,0.000046899102,0.0003933285,0.00004865906,0.00006958035],"category_scores_gemma":[0.0009239248,0.00008953131,0.00006429667,0.0005767744,0.00032079793,0.00014341438,0.00031479236,0.00066744647,0.0000043563664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057521777,0.0013312325,0.9499871,0.00062141824,0.00012913044,0.0000075911826,0.0031605228,0.0015591471,0.039845027,0.000101107886,0.000006979563,0.0026754867],"study_design_scores_gemma":[0.0009803178,0.00037562908,0.976831,0.00020290312,0.000038461716,0.000039638835,0.0012746976,0.011201469,0.008371102,0.00061701535,8.544156e-7,0.00006692144],"about_ca_topic_score_codex":0.0005844643,"about_ca_topic_score_gemma":0.0006270262,"teacher_disagreement_score":0.031473923,"about_ca_system_score_codex":0.0003073448,"about_ca_system_score_gemma":0.00008267579,"threshold_uncertainty_score":0.3650981},"labels":[],"label_agreement":null},{"id":"W4403019918","doi":"10.1002/ohn.973","title":"The Utility and Safety of Prophylactic Tranexamic Acid in Tonsillectomy: A Systematic Review and Meta‐analysis","year":2024,"lang":"en","type":"review","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Tonsillectomy; Relative risk; Tranexamic acid; Meta-analysis; Randomized controlled trial; Confidence interval; Publication bias; Absolute risk reduction; MEDLINE; Internal medicine; Anesthesia; Surgery; Blood loss","score_opus":0.05111865124392781,"score_gpt":0.3671226677284566,"score_spread":0.3160040164845288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403019918","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020996076,0.9918495,0.0000089584,0.00035676578,0.00002403572,0.0074114637,0.00005127501,0.000016572709,0.00026045213],"genre_scores_gemma":[0.00265811,0.99608266,0.000040616138,0.000045823977,0.0000075247026,0.0009280221,0.00002240501,0.00003791242,0.00017693827],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99536824,0.0019851024,0.0013402244,0.000659921,0.00028937278,0.0003571405],"domain_scores_gemma":[0.99745333,0.0010647012,0.00035819478,0.00089193124,0.00011194215,0.00011987886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021273692,0.00043786963,0.009218414,0.0005941667,0.00006011946,0.000020311734,0.00021990824,0.00029549462,0.00011660715],"category_scores_gemma":[0.0009469738,0.00021620671,0.0011025328,0.0017848988,0.0005182159,0.000036762478,0.0001831664,0.0009628688,0.000013639798],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020381407,0.00002928919,0.000012003161,0.91522044,0.08057389,0.000098192264,0.000037539947,1.8347368e-9,6.3259563e-7,0.00010267192,0.0000028380362,0.0039021422],"study_design_scores_gemma":[0.00020097152,0.00013355294,0.00008317522,0.024849106,0.9702851,0.00087040133,0.000016276952,0.000031547093,7.679957e-7,0.000037475358,0.0033248973,0.00016669347],"about_ca_topic_score_codex":0.000048501348,"about_ca_topic_score_gemma":0.0001376283,"teacher_disagreement_score":0.8903713,"about_ca_system_score_codex":0.00010297967,"about_ca_system_score_gemma":0.00019101272,"threshold_uncertainty_score":0.8816654},"labels":[],"label_agreement":null},{"id":"W4403052694","doi":"10.58931/cait.2024.4163","title":"Adult Obstructive Sleep Apnea: A Practical Guide for the Allergist","year":2024,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Apnea; Pediatrics; Internal medicine","score_opus":0.018228542951097514,"score_gpt":0.3075471298401797,"score_spread":0.2893185868890822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403052694","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07981243,0.061777953,0.019469092,0.623621,0.017446296,0.009955176,0.00096019724,0.0013359934,0.18562189],"genre_scores_gemma":[0.9668025,0.00070284767,0.0063464977,0.00499785,0.0014340096,0.001351799,0.0002502592,0.00028598538,0.017828254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969935,0.00013976125,0.0004742452,0.00078294997,0.00032274984,0.0012868359],"domain_scores_gemma":[0.99662834,0.001178656,0.00006257283,0.0009183761,0.00064300635,0.000569046],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038860072,0.0003693945,0.00044025757,0.00048175218,0.00048514182,0.00012429306,0.00044197013,0.0004297024,0.00135662],"category_scores_gemma":[0.0015059189,0.00028333516,0.00031915065,0.000520617,0.001025835,0.00018915476,0.0001206248,0.0010829561,0.00059827545],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015896381,0.00019045138,0.00044955904,0.00022404334,0.018606553,0.0040039546,0.002842797,0.000037843234,0.010202092,0.517986,0.13816804,0.30569902],"study_design_scores_gemma":[0.0014276672,0.00041538832,0.009807977,0.000051379237,0.00018831661,0.001355461,0.0021726207,0.0057709217,0.0006787912,0.0012267043,0.9765643,0.00034049],"about_ca_topic_score_codex":0.03338466,"about_ca_topic_score_gemma":0.11464415,"teacher_disagreement_score":0.8869901,"about_ca_system_score_codex":0.0011647976,"about_ca_system_score_gemma":0.0014366833,"threshold_uncertainty_score":0.99996185},"labels":[],"label_agreement":null},{"id":"W4403058980","doi":"10.58931/cait.2024.4267","title":"Understanding and Managing Adenotonsillar Hypertrophy in Pediatric Otolaryngology","year":2024,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Otorhinolaryngology; Muscle hypertrophy; Medicine; Internal medicine; Surgery","score_opus":0.03234309279970557,"score_gpt":0.2564507306472442,"score_spread":0.22410763784753865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403058980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92701876,0.037773322,0.00020952772,0.015043732,0.00083427894,0.0005093669,0.000012074119,0.00012354224,0.01847539],"genre_scores_gemma":[0.9963954,0.0023636238,0.00016876253,0.00046456553,0.00013251453,0.00003138953,0.000019910776,0.00005353385,0.000370307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981339,0.00011201385,0.00025332576,0.0005288723,0.00013440054,0.0008374798],"domain_scores_gemma":[0.9991485,0.00014350563,0.000020907864,0.0003055691,0.00003773708,0.00034377503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020027359,0.00020930894,0.00033436177,0.0019364214,0.00013317553,0.00004696359,0.00014504063,0.00029807803,0.00036033534],"category_scores_gemma":[0.000106413456,0.00021784175,0.00006242163,0.0007132167,0.00031618067,0.00011656763,0.00008962949,0.00075939955,0.00012548004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008173479,0.00018321763,0.42860946,0.0012041153,0.0040567885,0.07104948,0.004992621,0.00006329239,0.021112481,0.4218565,0.004349245,0.04170544],"study_design_scores_gemma":[0.0047126035,0.0010327982,0.8803526,0.000276005,0.00023139575,0.0057761976,0.003077514,0.0056835776,0.0003571244,0.011288208,0.086043306,0.0011686633],"about_ca_topic_score_codex":0.013587056,"about_ca_topic_score_gemma":0.057472497,"teacher_disagreement_score":0.45174316,"about_ca_system_score_codex":0.0013192036,"about_ca_system_score_gemma":0.0004601711,"threshold_uncertainty_score":0.99298155},"labels":[],"label_agreement":null},{"id":"W4403061825","doi":"10.1016/j.jaccas.2024.102567","title":"Catheterization: An Unconventional Diagnostic Route for Obstructive Sleep Apnea","year":2024,"lang":"en","type":"article","venue":"JACC Case Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatchewan Health Authority; Genome Prairie; University of Saskatchewan","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Sleep (system call); Cardiac catheterization; Intensive care medicine; Cardiology; Computer science","score_opus":0.025601598091574116,"score_gpt":0.33108951708384154,"score_spread":0.3054879189922674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403061825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753851,0.0005101122,0.018423758,0.00051802513,0.0019562384,0.0015825108,0.00013583079,0.0002583027,0.0012300736],"genre_scores_gemma":[0.99519217,0.000004250195,0.0023020476,0.000056154928,0.00089247094,0.0003752127,0.00050669594,0.000069847854,0.0006011524],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99798673,0.00004882407,0.00048116464,0.0006737911,0.0004574225,0.0003520377],"domain_scores_gemma":[0.99827915,0.00044349235,0.00009961983,0.00050034595,0.0003810245,0.00029633575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038104903,0.00020390087,0.00027907532,0.00022671036,0.00014856788,0.0001178086,0.000036414123,0.000121686724,0.00040841856],"category_scores_gemma":[0.001020457,0.00018452002,0.00023110794,0.00034449509,0.000113285365,0.00033288094,0.000057473455,0.00021445249,0.000027973525],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002728227,0.00056989706,0.04060245,0.0012668641,0.0010522517,0.73337,0.0012736858,0.000095072246,0.006944887,0.006399696,0.0005109166,0.20764142],"study_design_scores_gemma":[0.0020573735,0.0014859024,0.049211353,0.0003068123,0.0011781176,0.8464137,0.0010903163,0.04217693,0.0115668,0.01206192,0.03151554,0.0009352694],"about_ca_topic_score_codex":0.000073636926,"about_ca_topic_score_gemma":0.000020962767,"teacher_disagreement_score":0.20670615,"about_ca_system_score_codex":0.0002888788,"about_ca_system_score_gemma":0.00014999868,"threshold_uncertainty_score":0.75245076},"labels":[],"label_agreement":null},{"id":"W4403100647","doi":"10.1002/ppul.27303","title":"Sleep-Disordered Breathing − Year in Review 2024","year":2024,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Sleep disordered breathing; Sleep (system call); Breathing; Intensive care medicine; Anesthesia; Obstructive sleep apnea","score_opus":0.017035825923396957,"score_gpt":0.31827804880512334,"score_spread":0.30124222288172636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403100647","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37072018,0.5522651,0.0005085064,0.025483401,0.0025930959,0.0020281975,0.000030726882,0.00048818332,0.045882568],"genre_scores_gemma":[0.9490784,0.045719594,0.0009183257,0.0005717456,0.0011270405,0.00014759766,0.0000372145,0.00007401909,0.002326078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831015,0.00010537074,0.0003605985,0.00048236217,0.0002517404,0.0004897588],"domain_scores_gemma":[0.99927586,0.00017996717,0.000030674742,0.0003351685,0.00005824371,0.00012007754],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044455263,0.00016196762,0.00040385465,0.00064002885,0.000026052041,0.000019213312,0.00015579979,0.00016323487,0.0014210959],"category_scores_gemma":[0.00045961165,0.00014415733,0.00011203287,0.0013153328,0.00005717507,0.00009574096,0.00012743335,0.00075208617,0.001617998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023959209,0.00057328993,0.48823687,0.020381477,0.0003028686,0.009225434,0.0005765768,0.0000058111073,0.0007949574,0.0056420597,0.029669259,0.4443518],"study_design_scores_gemma":[0.010718757,0.002690581,0.5086775,0.0037695658,0.0037794244,0.0077799256,0.0009912703,0.021170415,0.00036220602,0.016484471,0.420428,0.0031478968],"about_ca_topic_score_codex":0.00007132172,"about_ca_topic_score_gemma":0.000010431284,"teacher_disagreement_score":0.5783582,"about_ca_system_score_codex":0.00016974764,"about_ca_system_score_gemma":0.000091139314,"threshold_uncertainty_score":0.99949175},"labels":[],"label_agreement":null},{"id":"W4403158959","doi":"10.1016/j.bbih.2024.100875","title":"The potential role of interleukin-6 in the association between inflammation and cognitive performance in obstructive sleep apnea","year":2024,"lang":"en","type":"article","venue":"Brain Behavior & Immunity - Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministero dell'Istruzione e del Merito","keywords":"Obstructive sleep apnea; Association (psychology); Inflammation; Cognition; Medicine; Sleep apnea; Sleep (system call); Interleukin; Effects of sleep deprivation on cognitive performance; Psychology; Immunology; Internal medicine; Cytokine; Psychiatry; Computer science; Psychotherapist","score_opus":0.017240149605747084,"score_gpt":0.3248936808761813,"score_spread":0.3076535312704342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403158959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939695,0.0009201831,0.000026155267,0.0034140178,0.00009406277,0.0013419916,0.000040154377,0.000020158528,0.00017376235],"genre_scores_gemma":[0.99947655,0.00010857537,0.000032442058,0.00004534714,0.00008888728,0.000118460426,0.00008608946,0.000018254941,0.000025406187],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974767,0.00089650974,0.00051942887,0.00020098081,0.0005271394,0.00037925344],"domain_scores_gemma":[0.9981591,0.0012252788,0.00016967427,0.00022302639,0.0001617181,0.000061189174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030132728,0.0001390037,0.00027686168,0.00028872976,0.00021803741,0.00006568195,0.0001734357,0.00011473001,0.000008430803],"category_scores_gemma":[0.000520245,0.00009865307,0.000054324937,0.0006149307,0.00018386086,0.00023268574,0.00010195695,0.0011049577,0.000005925629],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012197063,0.00005391853,0.44588557,0.00013792307,0.000042583986,0.00000712679,0.009973887,8.843364e-7,0.0018566513,0.00015719097,0.000002378705,0.5417599],"study_design_scores_gemma":[0.00092704716,0.00035925943,0.98296815,0.00021341523,0.000057561887,0.000018194809,0.013160289,0.0008082914,0.0011491358,0.00013313182,0.00013084833,0.00007467549],"about_ca_topic_score_codex":0.0011621591,"about_ca_topic_score_gemma":0.00047750832,"teacher_disagreement_score":0.5416852,"about_ca_system_score_codex":0.00060886797,"about_ca_system_score_gemma":0.00015418857,"threshold_uncertainty_score":0.48005527},"labels":[],"label_agreement":null},{"id":"W4403299535","doi":"10.1111/ocr.12866","title":"Practices and Perception of Paediatric Obstructive Sleep Apnea Among Orthodontists and Paediatric Dentists in Brazil: A Mixed‐Methods Study","year":2024,"lang":"en","type":"article","venue":"Orthodontics and Craniofacial Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Obstructive sleep apnea; Medicine; Descriptive statistics; Qualitative property; Perception; Family medicine; Dentistry; Physical therapy; Psychology","score_opus":0.05050877276161875,"score_gpt":0.4422340009570031,"score_spread":0.39172522819538436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403299535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919617,0.0038496326,0.0014325647,0.00023006229,0.00030914083,0.001769655,0.000026358939,0.000040685743,0.0003801537],"genre_scores_gemma":[0.9877405,0.0017368696,0.0099289445,0.000006002355,0.00024462648,0.00009392538,0.000009659929,0.00006489798,0.00017458251],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99420655,0.0019371501,0.00065961864,0.0010624817,0.0013672665,0.0007669111],"domain_scores_gemma":[0.9962747,0.0021421514,0.0001731179,0.00036430138,0.0005994787,0.00044622913],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0084613245,0.00031853156,0.0007051978,0.0017178843,0.0002655568,0.00036091814,0.00016335749,0.00028945092,0.000055602828],"category_scores_gemma":[0.0042636693,0.00029000014,0.000093706745,0.0022302524,0.0008848664,0.0005243047,0.0006102501,0.0013971846,0.000005348629],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002587417,0.00023311899,0.67380613,0.0006982717,0.00011648437,0.00034809814,0.0029810225,3.840926e-7,0.002066058,0.00030278615,0.000012442654,0.3191765],"study_design_scores_gemma":[0.0016025379,0.00093861454,0.9808715,0.00006619746,0.00020752827,0.0001446176,0.011523139,0.0037072073,0.00006860662,0.00046405173,0.00017003399,0.00023597159],"about_ca_topic_score_codex":0.0010314711,"about_ca_topic_score_gemma":0.00073275255,"teacher_disagreement_score":0.31894052,"about_ca_system_score_codex":0.00014010876,"about_ca_system_score_gemma":0.00014073384,"threshold_uncertainty_score":0.99995524},"labels":[],"label_agreement":null},{"id":"W4403520224","doi":"10.1097/aco.0000000000001441","title":"Best perioperative practices in the management of obstructive sleep apnea patients undergoing ambulatory surgery","year":2024,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Ambulatory; Obstructive sleep apnea; Perioperative; Intensive care medicine; Sleep apnea; Sedation; Anesthesia; Surgery","score_opus":0.15542381904903774,"score_gpt":0.43316142451827333,"score_spread":0.2777376054692356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403520224","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006770133,0.9869466,0.0000040161467,0.00008189723,0.0032295526,0.00254524,0.000036659672,0.0000184184,0.00036750935],"genre_scores_gemma":[0.0041371495,0.9945677,0.00008209469,0.0000099835315,0.00020538126,0.0005678784,0.0003498631,0.00006836555,0.000011593205],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949578,0.0015449801,0.0013908554,0.0009416475,0.00059105654,0.0005736654],"domain_scores_gemma":[0.99682254,0.001280677,0.0009587602,0.0006859634,0.00015990526,0.00009213301],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011028353,0.0005812395,0.0021123043,0.0013056424,0.000060846498,0.000033127973,0.00048436996,0.0003652168,0.00003426643],"category_scores_gemma":[0.0004458169,0.00037879418,0.00048739713,0.0013406426,0.00042947044,0.00014174431,0.00030606447,0.0015900386,0.0001164488],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006379979,0.00061014644,0.009519317,0.06166354,0.00034849852,0.00005368698,0.0005380803,0.0000013297741,4.479011e-8,0.0019476732,0.0000718434,0.92518204],"study_design_scores_gemma":[0.0019155578,0.0017537643,0.032743264,0.09904598,0.0017794005,0.00009690779,0.004602657,0.00010488461,7.923264e-7,0.0002930537,0.85662067,0.0010430937],"about_ca_topic_score_codex":0.000024891584,"about_ca_topic_score_gemma":0.000009827688,"teacher_disagreement_score":0.92413896,"about_ca_system_score_codex":0.0005544383,"about_ca_system_score_gemma":0.00029916634,"threshold_uncertainty_score":0.9998664},"labels":[],"label_agreement":null},{"id":"W4403550590","doi":"10.7759/cureus.71752","title":"Obstructive Sleep Apnea and Cardiovascular Diseases: A Systematic Review and Meta-Analysis of Prospective Studies","year":2024,"lang":"en","type":"review","venue":"Cureus","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Meta-analysis; Prospective cohort study; Sleep apnea; Sleep (system call); Intensive care medicine; Internal medicine","score_opus":0.09706505204975648,"score_gpt":0.4002588931738849,"score_spread":0.30319384112412845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403550590","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012758065,0.99048007,0.00001776841,0.000034097277,0.000060963637,0.008505966,0.00073733885,0.00004413997,0.00011837248],"genre_scores_gemma":[0.0000955834,0.9968801,0.00011159929,0.000022497177,0.000042072745,0.0025302265,0.000057629815,0.00008564441,0.00017466185],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9954612,0.00074679987,0.0013061769,0.0012049477,0.00094618055,0.0003346932],"domain_scores_gemma":[0.99652714,0.0005057114,0.00046531306,0.001506242,0.00073632953,0.00025928556],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0009141565,0.00080437964,0.023724552,0.00064353034,0.00006777074,0.000041814415,0.00022162322,0.00019809828,0.00006611921],"category_scores_gemma":[0.0018444541,0.00045114913,0.007102356,0.0021012924,0.00055048533,0.000099765064,0.0004950442,0.0005235278,0.000014246755],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001834146,0.000021570986,0.0000031911866,0.50661033,0.49114126,0.000059523,0.0001253979,5.1867076e-8,1.1552154e-8,0.00012746996,0.000010993773,0.001898352],"study_design_scores_gemma":[0.00012829597,0.00009066221,0.000010225227,0.035978504,0.9609681,0.00014726413,0.00046119,0.000009278667,1.5562064e-7,0.00008735834,0.0018115742,0.00030742076],"about_ca_topic_score_codex":0.000016088112,"about_ca_topic_score_gemma":0.0000044500603,"teacher_disagreement_score":0.47063184,"about_ca_system_score_codex":0.00030422164,"about_ca_system_score_gemma":0.00007731719,"threshold_uncertainty_score":0.999794},"labels":[],"label_agreement":null},{"id":"W4403632100","doi":"10.5664/jcsm.11414","title":"Access and models of obstructive sleep apnea care: a cross-national comparison of Canadian and Australian patient survey data","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Saskatchewan; University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Sleep (system call); Cross-sectional study; Family medicine; Emergency medicine; Pediatrics; Internal medicine","score_opus":0.31016607341377045,"score_gpt":0.5188583493930574,"score_spread":0.20869227597928697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403632100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901244,0.0039115553,0.0002881584,0.0028864834,0.0009189881,0.00036072155,0.00049023924,0.000006150843,0.0010133222],"genre_scores_gemma":[0.9981801,0.00024405927,0.00083845475,0.00009510297,0.0004964619,0.0000015135943,0.00010296477,0.000024836878,0.000016509763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949923,0.00033508227,0.0024569568,0.00041803,0.0014872202,0.00031041226],"domain_scores_gemma":[0.99341327,0.002183235,0.00074658985,0.00039241422,0.0023309186,0.0009335965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003529175,0.0002093494,0.0013694715,0.0009381159,0.00005493817,0.000039960658,0.0004732886,0.00022895375,0.00011414705],"category_scores_gemma":[0.006090557,0.00014832646,0.000110804634,0.000776151,0.0013316588,0.0005455869,0.00027795078,0.0010476091,8.404597e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012582564,0.00018514633,0.85276353,0.0005738797,0.0009299606,0.00013799824,0.0015202231,0.00015680587,0.000118074124,0.00030046582,0.0012509136,0.14080474],"study_design_scores_gemma":[0.0038181397,0.002465471,0.9631937,0.00056210795,0.000422569,0.00018101226,0.0010802574,0.025627986,0.00020432526,0.000777493,0.0015249205,0.00014198471],"about_ca_topic_score_codex":0.01152177,"about_ca_topic_score_gemma":0.006689271,"teacher_disagreement_score":0.14066276,"about_ca_system_score_codex":0.0001257893,"about_ca_system_score_gemma":0.0004829119,"threshold_uncertainty_score":0.99506056},"labels":[],"label_agreement":null},{"id":"W4403632115","doi":"10.5664/jcsm.11422","title":"Sleep apnea physiological burdens and markers of white matter injury: the Multi-Ethnic Study of Atherosclerosis","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"Medicine; Sleep apnea; Ethnic group; Obstructive sleep apnea; Sleep (system call); Polysomnography; Leukoaraiosis; Apnea; Internal medicine; Pediatrics; Disease; Dementia","score_opus":0.1210011392452618,"score_gpt":0.4419050754076727,"score_spread":0.3209039361624109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403632115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895421,0.0016789566,0.00029892175,0.0068289493,0.00082473195,0.0006301375,0.000008367228,0.000012586342,0.00017520609],"genre_scores_gemma":[0.997589,0.00035447086,0.00044534414,0.00042974224,0.0010184996,0.0000068037957,0.0000014183673,0.000037439186,0.00011727515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99457896,0.00080084405,0.0026422315,0.0003747051,0.0012668093,0.0003364393],"domain_scores_gemma":[0.99546015,0.0022377705,0.00080873136,0.0005006082,0.00061468437,0.00037806513],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005267222,0.00026509084,0.001673433,0.00027147098,0.00006992695,0.000009635119,0.00039492734,0.00022084024,0.00094786123],"category_scores_gemma":[0.002803055,0.00012813737,0.0003774678,0.00060887175,0.0014045339,0.00010161226,0.0002918015,0.0016501694,0.000012786697],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055588013,0.0030861064,0.85679364,0.00055277074,0.002846329,0.00015656912,0.003437701,0.000017888024,0.015763935,0.000023085071,0.0023269826,0.10943621],"study_design_scores_gemma":[0.006623068,0.016003633,0.9687661,0.000498589,0.0010691994,0.00007923407,0.003932124,0.0024157176,0.00013954597,0.00006244577,0.00029842494,0.00011190196],"about_ca_topic_score_codex":0.000031064752,"about_ca_topic_score_gemma":0.000006272059,"teacher_disagreement_score":0.11197249,"about_ca_system_score_codex":0.00004232313,"about_ca_system_score_gemma":0.00004042923,"threshold_uncertainty_score":0.9999654},"labels":[],"label_agreement":null},{"id":"W4403634552","doi":"10.1016/j.jebdp.2024.102045","title":"ASSESSMENT BY ORAL HEALTH PROFESSIONALS OF PATIENT-REPORTED OUTCOMES IN OBSTRUCTIVE SLEEP APNEA","year":2024,"lang":"en","type":"review","venue":"Journal of Evidence Based Dental Practice","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Health professionals; Sleep apnea; Oral health; Sleep (system call); Physical therapy; Family medicine; Health care; Internal medicine","score_opus":0.1495938426548429,"score_gpt":0.5177183360434777,"score_spread":0.36812449338863484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403634552","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006965285,0.99181134,0.0003371302,0.0031879062,0.0014122908,0.0023712572,0.000080179656,0.000014974264,0.00008837808],"genre_scores_gemma":[0.007337866,0.97602195,0.015122997,0.0009157259,0.00016563344,0.00009676417,0.000056671335,0.00014672609,0.00013566251],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98850715,0.0026629907,0.004141593,0.00061617466,0.0034962024,0.00057588407],"domain_scores_gemma":[0.9845181,0.0059245112,0.0071126535,0.0005946879,0.0013349837,0.0005150488],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0050463662,0.00064340676,0.004006697,0.0013881428,0.00007209133,0.000082701175,0.0004874176,0.0003527561,0.00017467505],"category_scores_gemma":[0.012678244,0.00039297054,0.0011390187,0.00143459,0.00020532923,0.0019089809,0.0002767714,0.003689952,0.000028800248],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008687307,0.002787203,0.005074789,0.03159728,0.0027127846,0.0042588464,0.00014423202,0.0000024498422,0.000058662423,0.000052043448,0.0016474887,0.9507955],"study_design_scores_gemma":[0.008396536,0.013745697,0.0079773,0.3909221,0.023522915,0.02117438,0.011089839,0.00039634653,0.00022388114,0.00018076504,0.52032197,0.0020482505],"about_ca_topic_score_codex":0.00012672257,"about_ca_topic_score_gemma":0.000007885747,"teacher_disagreement_score":0.9487472,"about_ca_system_score_codex":0.002815644,"about_ca_system_score_gemma":0.00383676,"threshold_uncertainty_score":0.99985224},"labels":[],"label_agreement":null},{"id":"W4403640477","doi":"10.5430/jnep.v15n2p21","title":"The effect of cpap therapy on blood pressure in the mild obstructive sleep apnea population","year":2024,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Blood pressure; Apnea; Population; Sleep (system call); Anesthesia; Continuous positive airway pressure; Cardiology; Internal medicine; Computer science","score_opus":0.04033522983525983,"score_gpt":0.42516553803408064,"score_spread":0.3848303081988208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403640477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9354955,0.023699546,0.000033959874,0.033966508,0.0016056374,0.0004912244,0.0000012719275,0.0000055114583,0.0047008563],"genre_scores_gemma":[0.9988337,0.00031069558,0.00028125776,0.00012376189,0.00037287295,0.0000053418275,0.0000015391264,0.000009960832,0.000060864386],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983055,0.000829241,0.00024858673,0.00009371177,0.00042639097,0.000096541],"domain_scores_gemma":[0.99539196,0.004013357,0.00021657701,0.00013895729,0.00019724826,0.00004189145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019433253,0.000078320496,0.0001366542,0.00016344739,0.00013283062,0.00007267938,0.0000841015,0.000049083235,0.000008854638],"category_scores_gemma":[0.0018534353,0.000039100814,0.00005542955,0.0002872599,0.00007814004,0.00028406916,0.0000047996054,0.00054365164,9.37351e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036219999,0.00070792675,0.0035807055,0.00010752376,0.0003641836,0.000011153557,0.013635091,0.000011558849,0.0030922475,0.0016478192,0.00046937898,0.9727504],"study_design_scores_gemma":[0.0060196547,0.01312777,0.85377747,0.0029655907,0.0041897376,0.01152761,0.031408653,0.001396114,0.0127912685,0.004408344,0.05808686,0.00030090474],"about_ca_topic_score_codex":0.000021882706,"about_ca_topic_score_gemma":6.550077e-7,"teacher_disagreement_score":0.9724495,"about_ca_system_score_codex":0.000048239235,"about_ca_system_score_gemma":0.000066055625,"threshold_uncertainty_score":0.23619261},"labels":[],"label_agreement":null},{"id":"W4403683075","doi":"10.1164/rccm.202309-1594oc","title":"Peer-Driven Intervention for Care Coordination and Adherence Promotion for Obstructive Sleep Apnea: A Randomized, Parallel-Group Clinical Trial","year":2024,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Heart, Lung, and Blood Institute; National Institute on Minority Health and Health Disparities; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Obstructive sleep apnea; Randomized controlled trial; Intervention (counseling); Promotion (chess); Physical therapy; Intensive care medicine; Nursing; Internal medicine","score_opus":0.0573557834912159,"score_gpt":0.42613401518877847,"score_spread":0.3687782316975626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403683075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85979575,0.013561958,0.115531094,0.0060772607,0.0016092495,0.0032563575,0.000050580267,0.00003342697,0.00008432243],"genre_scores_gemma":[0.9940782,0.000037297283,0.0036767065,0.00015625435,0.0017724528,0.00021038961,0.000024431109,0.00002882754,0.000015404501],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9971267,0.0005673266,0.0010453572,0.00038649762,0.0006077602,0.0002663784],"domain_scores_gemma":[0.9937102,0.0029741917,0.00024305873,0.0001258162,0.002571796,0.000374891],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0024166757,0.00020465968,0.0011271995,0.00028452714,0.00011513301,0.000048885355,0.00008884545,0.000112319285,0.000022836772],"category_scores_gemma":[0.011003798,0.00014307298,0.00039101916,0.00020956677,0.0022258295,0.00021342955,0.000036292047,0.00051156944,4.7206288e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.26639658,0.0001165504,0.0012336135,0.0014737834,0.0002940413,0.00006427388,0.0020351417,5.00392e-7,0.00032738282,0.00503689,0.000103817576,0.72291744],"study_design_scores_gemma":[0.75355643,0.16621691,0.0027584834,0.002004202,0.0034747836,0.0003683099,0.058067366,0.0028622819,0.0001953065,0.0033054126,0.0067983256,0.00039215683],"about_ca_topic_score_codex":0.000007797148,"about_ca_topic_score_gemma":0.0000048380516,"teacher_disagreement_score":0.7225253,"about_ca_system_score_codex":0.00012233971,"about_ca_system_score_gemma":0.00007879585,"threshold_uncertainty_score":0.9973269},"labels":[],"label_agreement":null},{"id":"W4403725491","doi":"10.14309/01.ajg.0001032688.18703.41","title":"S830 Comparison of Weekday and Weekend Dietary, Symptom, and Breath Gas Profiles in Adults With GI Symptoms","year":2024,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Internal medicine; Gerontology","score_opus":0.009372439949353101,"score_gpt":0.2903603367576136,"score_spread":0.2809878968082605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403725491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99361736,0.0010001719,0.00011374699,0.0049440023,0.00005599054,0.00020534077,0.000008784944,0.0000074571503,0.0000471526],"genre_scores_gemma":[0.9989234,0.00018428972,0.0006777517,0.00009364669,0.0000849063,0.000004737293,0.0000017116195,0.000021677617,0.00000786451],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845827,0.000261837,0.0004479536,0.00019962859,0.00030101932,0.00033131227],"domain_scores_gemma":[0.99902767,0.00018955272,0.0002984225,0.00021449232,0.00011911446,0.00015073858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040251846,0.00016041863,0.0007937673,0.0003432536,0.000027318854,0.000015108364,0.0001806157,0.000024202303,0.000017113622],"category_scores_gemma":[0.000045909666,0.00009198449,0.00005813992,0.00021846905,0.0015004217,0.00008135127,0.00011718485,0.0005485567,9.8317e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019570995,0.00016031478,0.9469348,0.00015441363,0.00045115716,0.0002196194,0.0020211602,0.000009811098,0.0020402626,0.00002566867,0.000051466955,0.02836029],"study_design_scores_gemma":[0.002989962,0.046897102,0.93740195,0.0007333067,0.00022010207,0.0059305667,0.0035834373,0.0017135955,0.00036510508,0.000065297536,0.000033002674,0.00006658545],"about_ca_topic_score_codex":0.000086929555,"about_ca_topic_score_gemma":0.00005831751,"teacher_disagreement_score":0.046736788,"about_ca_system_score_codex":0.000047793972,"about_ca_system_score_gemma":0.000035918136,"threshold_uncertainty_score":0.5528366},"labels":[],"label_agreement":null},{"id":"W4403733500","doi":"10.34689/sh.2023.25.1.012","title":"OBSTRUCTIVE SLEEP APNEA AND COGNITIVE FUNCTION WITH TYPE 2 DIABETES MELLITUS: A HOSPITAL-BASED CASE-CONTROL STUDY","year":2023,"lang":"en","type":"article","venue":"Ġylym men densaulyķ saķtau.","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Type 2 Diabetes Mellitus; Medicine; Cognition; Diabetes mellitus; Sleep apnea; Internal medicine; Pediatrics; Endocrinology; Psychiatry","score_opus":0.011887122484696323,"score_gpt":0.26566721373154467,"score_spread":0.25378009124684836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403733500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99391186,0.00068507437,0.00032873452,0.00037268922,0.0002571784,0.003142017,0.000091327674,0.0003374553,0.000873638],"genre_scores_gemma":[0.9987995,0.000005507912,0.00014611424,0.00014203615,0.0001972888,0.00029509712,0.000060583236,0.000110121306,0.00024376264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967993,0.00030296674,0.00034889235,0.0009092569,0.000836593,0.00080301357],"domain_scores_gemma":[0.9973545,0.0007899905,0.00014378033,0.00047041138,0.00084627885,0.0003950179],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005604634,0.00043818945,0.0006552176,0.0005140094,0.00030867182,0.000089669986,0.00010791942,0.00016390385,0.0002282943],"category_scores_gemma":[0.0004872307,0.00035736797,0.0000879037,0.0013654934,0.0003736468,0.00021680248,0.0000864193,0.0004984242,0.0002510027],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007506908,0.0014451385,0.80187356,0.00036659095,0.0059750085,0.013713636,0.0047593964,0.00005381388,0.0032116408,0.00005785796,0.00023664765,0.16079977],"study_design_scores_gemma":[0.019793643,0.012024646,0.91817456,0.000121616526,0.0028933205,0.00031774255,0.029898591,0.013675954,0.002146573,0.00016211474,0.000094992865,0.00069625006],"about_ca_topic_score_codex":0.000065746215,"about_ca_topic_score_gemma":0.00005083754,"teacher_disagreement_score":0.16010351,"about_ca_system_score_codex":0.00014512584,"about_ca_system_score_gemma":0.00008362203,"threshold_uncertainty_score":0.9998878},"labels":[],"label_agreement":null},{"id":"W4403814403","doi":"10.1093/eurheartj/ehae666.3114","title":"Effect of tranexamic acid in vascular surgery- a sub-study of the POISE-3 randomized clinical trial","year":2024,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Tranexamic acid; Randomized controlled trial; Vascular surgery; Surgery; Blood loss; Cardiac surgery","score_opus":0.06040182490292372,"score_gpt":0.3911849079823008,"score_spread":0.3307830830793771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403814403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99481153,0.001206716,0.000030766972,0.00026059392,0.0012153579,0.0020731788,0.0000017142103,0.000015228723,0.0003849036],"genre_scores_gemma":[0.99922055,0.00010479036,0.00001633305,0.000020258105,0.00056284084,0.0000062498384,6.8823493e-7,0.000046473186,0.000021831538],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.97875404,0.018450823,0.001369823,0.00025174516,0.00089288707,0.0002806827],"domain_scores_gemma":[0.99469984,0.004499681,0.00016017411,0.00038497412,0.00010092936,0.00015440152],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.035176456,0.00016217734,0.0013182362,0.0003757618,0.00005141416,0.000032801825,0.00019071452,0.000046764424,0.0001148036],"category_scores_gemma":[0.0059381993,0.00008833928,0.0013085171,0.00055678637,0.00027033058,0.00006447238,0.00007855323,0.0013279032,0.000029592724],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8051616,0.001903661,0.1285691,0.0005263461,0.0018061652,0.0017491836,0.0014066832,0.000013895444,0.016317373,0.00001013604,0.00062680995,0.041909073],"study_design_scores_gemma":[0.8063957,0.0049408595,0.18054242,0.00075456133,0.0007283826,0.00051293016,0.00013350096,0.0004766745,0.0050299275,0.000009917736,0.00034360148,0.0001315322],"about_ca_topic_score_codex":0.000010709734,"about_ca_topic_score_gemma":0.0000032180803,"teacher_disagreement_score":0.05197332,"about_ca_system_score_codex":0.000048915845,"about_ca_system_score_gemma":0.00012389218,"threshold_uncertainty_score":0.99348885},"labels":[],"label_agreement":null},{"id":"W4403822156","doi":"10.1101/2024.10.25.24316158","title":"Gene-Excessive Sleepiness Interactions Suggest Treatment Targets for Obstructive Sleep Apnea Subtype","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health; University of Toronto; Mississippi State Department of Health; National Heart, Lung, and Blood Institute; Jackson State University","keywords":"Obstructive sleep apnea; Sleep (system call); Medicine; Sleep apnea; Gene; Internal medicine; Biology; Genetics; Computer science","score_opus":0.03536227956536652,"score_gpt":0.34247572367830953,"score_spread":0.307113444112943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403822156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.964618,0.0050064186,0.003544309,0.0049241823,0.00970802,0.0058378247,0.0017630127,0.000505152,0.0040930593],"genre_scores_gemma":[0.985449,0.00015407857,0.004586327,0.00007618958,0.0023643784,0.0031074444,0.0013588455,0.0002901382,0.0026135584],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99558115,0.00016141088,0.00079467497,0.0017916076,0.0007221824,0.0009489747],"domain_scores_gemma":[0.9961023,0.00049542665,0.00034769555,0.0013862369,0.0011420173,0.000526332],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029730736,0.00092215586,0.0013063827,0.00082231493,0.00023315949,0.00016478678,0.0004777885,0.0005224996,0.0005055904],"category_scores_gemma":[0.0006076438,0.0007746749,0.0008695231,0.00049098197,0.00032854007,0.000104620754,0.0010337823,0.0015715803,0.0004992281],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009248898,0.0062332894,0.17239425,0.013541632,0.03719121,0.006255221,0.014212607,0.0016198412,0.12982082,0.00545939,0.0036390563,0.6003838],"study_design_scores_gemma":[0.014898467,0.0043628616,0.23991989,0.0019165579,0.009049679,0.0014534148,0.0029239117,0.06257414,0.53376234,0.03260978,0.09142422,0.0051047625],"about_ca_topic_score_codex":0.00020021261,"about_ca_topic_score_gemma":0.00013129525,"teacher_disagreement_score":0.59527904,"about_ca_system_score_codex":0.0016787136,"about_ca_system_score_gemma":0.0003710957,"threshold_uncertainty_score":0.9994704},"labels":[],"label_agreement":null},{"id":"W4403865589","doi":"10.1007/s12070-024-05146-0","title":"Global Prevalence of Excessive Daytime Sleepiness in Patients with Obstructive Sleep Apnea: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Indian Journal of Otolaryngology and Head & Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Student Research Committee, Tabriz University of Medical Sciences; Kermanshah University of Medical Sciences","keywords":"Medicine; Obstructive sleep apnea; Meta-analysis; Excessive daytime sleepiness; Scopus; Public health; Population; Sample size determination; Otorhinolaryngology; Internal medicine; Sleep apnea; MEDLINE; Physical therapy; Environmental health; Sleep disorder; Psychiatry; Insomnia; Pathology","score_opus":0.03504059783709115,"score_gpt":0.3328470882640459,"score_spread":0.29780649042695473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403865589","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025054919,0.9721304,0.000010204396,0.00010902805,0.00009137738,0.0023049086,0.00027649535,0.000006462988,0.000016215623],"genre_scores_gemma":[0.024403652,0.9750509,0.00016188457,0.00009026965,0.000034474615,0.0001413058,0.000042087184,0.000050401544,0.000024990548],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9940015,0.0013556783,0.002799078,0.0006301032,0.00072878576,0.00048486574],"domain_scores_gemma":[0.99463534,0.0010000155,0.0026337677,0.00053620804,0.0008168036,0.00037786693],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001779447,0.0006827056,0.014639559,0.0018581422,0.00005570062,0.000031272768,0.00029194934,0.0004399234,0.00014475897],"category_scores_gemma":[0.00094299717,0.00040196956,0.0020144996,0.002478124,0.0005290776,0.00029479046,0.00015548803,0.001147337,0.000006691668],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114252456,0.00014509608,0.06440409,0.8043153,0.1262583,0.002132256,0.0000856792,2.3894842e-7,9.116443e-9,0.000012251175,0.00000909601,0.002523396],"study_design_scores_gemma":[0.0004972557,0.00038844458,0.07668153,0.11933311,0.7987429,0.0038881367,0.000020962625,0.0000022682036,1.0934796e-7,0.000029131637,0.000081051905,0.00033510407],"about_ca_topic_score_codex":0.000012534659,"about_ca_topic_score_gemma":0.000011662426,"teacher_disagreement_score":0.68498224,"about_ca_system_score_codex":0.00020246727,"about_ca_system_score_gemma":0.00040932355,"threshold_uncertainty_score":0.99998915},"labels":[],"label_agreement":null},{"id":"W4403956586","doi":"10.1111/jopr.13966","title":"Understanding the clinical management of co‐occurring sleep‐related bruxism and obstructive sleep apnea in adults: A narrative and critical review","year":2024,"lang":"en","type":"review","venue":"Journal of Prosthodontics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal; Université de Montréal; Canadian Sleep & Circadian Network; Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"","keywords":"Medicine; Obstructive sleep apnea; Oral appliance; Sleep medicine; Polysomnography; Tooth wear; Sleep apnea; Population; Apnea; Dentistry; Physical therapy; Anesthesia; Sleep disorder; Insomnia","score_opus":0.19306737023290554,"score_gpt":0.46555418833214696,"score_spread":0.2724868180992414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403956586","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032044813,0.99499357,0.0009584305,0.00075551117,0.00052268326,0.0021065446,0.000028694622,0.000008963101,0.00030514164],"genre_scores_gemma":[0.0018405085,0.99404603,0.0037872852,0.000056643978,0.0001505728,0.000023099708,0.000004985768,0.000070044734,0.000020830199],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9942539,0.0011593249,0.0028206643,0.00048033707,0.00087873056,0.00040707245],"domain_scores_gemma":[0.9962195,0.001664558,0.0010669556,0.00035140183,0.0004187791,0.00027880445],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00480472,0.0004729288,0.00316527,0.0004914759,0.00008893059,0.00006546353,0.00027409944,0.0003761813,0.000020461966],"category_scores_gemma":[0.0019117618,0.00028319278,0.00059423473,0.0007812312,0.0010285372,0.00016526938,0.00033835295,0.0030664816,0.000002878712],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026868825,0.00021086288,0.0010199592,0.3096436,0.0033648857,0.0021308449,0.0019143505,2.540852e-7,5.182541e-7,0.006545353,0.00015001229,0.6747507],"study_design_scores_gemma":[0.005117067,0.0024012097,0.0012841956,0.8946035,0.024860147,0.009154383,0.014404767,0.0006004104,0.0000020212713,0.004519715,0.042190187,0.0008624178],"about_ca_topic_score_codex":0.0000014618932,"about_ca_topic_score_gemma":0.0000015074095,"teacher_disagreement_score":0.67388827,"about_ca_system_score_codex":0.00047497705,"about_ca_system_score_gemma":0.0001365678,"threshold_uncertainty_score":0.99996203},"labels":[],"label_agreement":null},{"id":"W4403964708","doi":"10.1016/j.joms.2024.08.057","title":"Obstructive Sleep Apnea Risk and Subjective Sleep-related Quality of Life After Orthognathic Surgery","year":2024,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"Medicine; Orthognathic surgery; Obstructive sleep apnea; Sleep apnea; Sleep (system call); Quality of life (healthcare); Risk factor; Dentistry; Anesthesia; Internal medicine","score_opus":0.03026463718591535,"score_gpt":0.29482441853024266,"score_spread":0.26455978134432734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403964708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98716676,0.010521226,0.00020400279,0.00041386354,0.0012180362,0.00021836617,0.000093552924,0.000029448267,0.00013476325],"genre_scores_gemma":[0.99832785,0.0012628622,0.00014315202,0.000057279605,0.000112393565,0.000006826233,0.000006081394,0.000040422867,0.000043140153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965478,0.0003726756,0.0014247802,0.00037584177,0.00084850786,0.0004303681],"domain_scores_gemma":[0.99716914,0.00084823935,0.0005889656,0.00017436106,0.00069462496,0.0005246631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030451177,0.00030709867,0.0014145062,0.0008680745,0.000101176796,0.00006838983,0.000065292115,0.00027117715,0.00021667722],"category_scores_gemma":[0.0028180992,0.00023184222,0.0006249517,0.00072570075,0.0005938223,0.00052240497,0.00010931846,0.0009762294,0.0000069658513],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026070008,0.00010225684,0.6844429,0.00036949434,0.0009261738,0.0005614146,0.00045981543,0.0000015003659,0.0010767778,0.00012306237,0.000017184711,0.3093124],"study_design_scores_gemma":[0.0006831441,0.00018174051,0.9934879,0.00016864935,0.00034683326,0.0005125832,0.0004314704,0.00013738169,0.00069002167,0.0012871233,0.001812589,0.0002605721],"about_ca_topic_score_codex":0.0002545914,"about_ca_topic_score_gemma":0.000012729658,"teacher_disagreement_score":0.30905184,"about_ca_system_score_codex":0.00009742215,"about_ca_system_score_gemma":0.0002481619,"threshold_uncertainty_score":0.9454251},"labels":[],"label_agreement":null},{"id":"W4404005480","doi":"10.1177/0271678x241291958","title":"Retinal microvascular phenotypes can track small vessel disease burden and CPAP treatment effectiveness in obstructive sleep apnea","year":2024,"lang":"en","type":"article","venue":"Journal of Cerebral Blood Flow & Metabolism","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Medical Research Council; UK Dementia Research Institute; Fondation Leducq; Alzheimer's Society; Weston Brain Institute; British Heart Foundation; Mrs Gladys Row Fogo Charitable Trust; Wellcome Trust","keywords":"Retinal; Medicine; Continuous positive airway pressure; Ophthalmology; Cardiology; Internal medicine; Obstructive sleep apnea","score_opus":0.010974653682573053,"score_gpt":0.25915134658446737,"score_spread":0.2481766929018943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404005480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95996785,0.037106577,0.0001963846,0.0011486252,0.0007157255,0.0006980286,0.000051739553,0.000031506337,0.00008358571],"genre_scores_gemma":[0.99441326,0.00042420163,0.0031873195,0.00003305584,0.0017442984,0.000030733845,0.000013717155,0.00008274248,0.00007069049],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969273,0.00050947146,0.0007009326,0.00055705744,0.000716883,0.0005883598],"domain_scores_gemma":[0.99811536,0.0003051828,0.00016804616,0.00034815934,0.00036678766,0.0006964531],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007936692,0.0004537512,0.001123595,0.0007033071,0.0000873136,0.0001483171,0.00021389934,0.0001522443,0.000089867295],"category_scores_gemma":[0.00030632564,0.00033827167,0.0005120084,0.0005740257,0.00024452724,0.00029889072,0.000082760045,0.0008191743,0.000010242783],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008426544,0.0014837589,0.08119905,0.0027660083,0.010526281,0.014103153,0.009056774,0.00056690245,0.14718533,0.0021286155,0.00002156827,0.722536],"study_design_scores_gemma":[0.019698726,0.0014351095,0.88587135,0.0010418296,0.007456861,0.0026709114,0.0009483021,0.0041869017,0.068956725,0.0028618344,0.004135719,0.00073573535],"about_ca_topic_score_codex":0.0001718403,"about_ca_topic_score_gemma":0.000024862544,"teacher_disagreement_score":0.8046723,"about_ca_system_score_codex":0.00026184905,"about_ca_system_score_gemma":0.00028935092,"threshold_uncertainty_score":0.99990696},"labels":[],"label_agreement":null},{"id":"W4404096852","doi":"10.1183/13993003.congress-2024.pa4470","title":"Investigating low-pressure AI-enabled PAP therapy without compromising AHI: a win for all OSA patients","year":2024,"lang":"en","type":"article","venue":"Sleep Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NSCAD University; Dalhousie University","funders":"","keywords":"Computer science; Medicine","score_opus":0.0298637683671357,"score_gpt":0.3466478641621011,"score_spread":0.31678409579496536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404096852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930382,0.00046476003,0.0015459822,0.0011943484,0.00064375316,0.0016821626,0.000022316815,0.00018210175,0.0012264046],"genre_scores_gemma":[0.99298507,0.0000056279514,0.0057339994,0.0007520783,0.00018862211,0.00008431389,0.000016478196,0.000043362463,0.00019047633],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99671984,0.000059173035,0.00031351394,0.00083334796,0.0012563724,0.00081777124],"domain_scores_gemma":[0.9984053,0.00016527643,0.000065793814,0.00046486722,0.0005022995,0.00039649243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011008794,0.00022495093,0.00029350453,0.00032946267,0.00037273378,0.00036567077,0.00047383262,0.000077028235,0.00007259372],"category_scores_gemma":[0.0007845769,0.00017627486,0.000100899255,0.0011791848,0.0010620632,0.0006366799,0.00018857895,0.00040869619,0.00004175091],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023409279,0.00039505638,0.15733284,0.0007925663,0.00026926634,0.000025624327,0.0042616897,0.00010689826,0.74754053,0.0021225486,0.0004311277,0.08648778],"study_design_scores_gemma":[0.010530169,0.0022572225,0.114287615,0.0015074844,0.000256964,0.000041649146,0.0007905006,0.54776865,0.30459702,0.0046007615,0.012272604,0.0010893359],"about_ca_topic_score_codex":0.00004151883,"about_ca_topic_score_gemma":0.0000037053221,"teacher_disagreement_score":0.5476618,"about_ca_system_score_codex":0.0001871412,"about_ca_system_score_gemma":0.00025991813,"threshold_uncertainty_score":0.718828},"labels":[],"label_agreement":null},{"id":"W4404098295","doi":"10.1183/13993003.congress-2024.pa3555","title":"Impact of sleep-disordered breathing and its treatment with ASV on left ventricular structure and function in heart failure","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Cardiology; Sleep disordered breathing; Heart failure; Ventricular function; Internal medicine; Breathing; Medicine; Sleep (system call); Anesthesia; Computer science; Obstructive sleep apnea","score_opus":0.010063298196820598,"score_gpt":0.28648404539356664,"score_spread":0.27642074719674603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404098295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99723285,0.0014204974,0.000046367528,0.0006270937,0.000021595568,0.00049761607,0.000017349452,0.00002820828,0.0001084242],"genre_scores_gemma":[0.9995987,0.000021619218,0.00021399345,0.000011494141,0.000029147925,0.0000046408645,0.000016497035,0.000018524655,0.00008538392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991592,0.000035669837,0.00011563674,0.00028106195,0.00022673717,0.0001816793],"domain_scores_gemma":[0.9996671,0.0000557791,0.000015035903,0.00011704403,0.000046756875,0.00009828225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005943112,0.00014908693,0.00023853731,0.00026333143,0.000026515434,0.00002740098,0.000016047863,0.00007356991,0.00022634848],"category_scores_gemma":[0.000017517985,0.00008519899,0.000042352145,0.00022006684,0.000034646968,0.00009761269,0.000017614406,0.00016702944,0.0000025063655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015075104,0.0002800804,0.9052124,0.0004693667,0.0009516632,0.00045196636,0.001033767,0.00015381275,0.041569255,0.00041845837,0.000066262524,0.047885478],"study_design_scores_gemma":[0.00520694,0.009887762,0.9570868,0.00029453845,0.00021398088,0.0009422786,0.00049589964,0.009451147,0.01574426,0.0001499867,0.00033136594,0.00019505176],"about_ca_topic_score_codex":0.00022049132,"about_ca_topic_score_gemma":0.00010798102,"teacher_disagreement_score":0.05187441,"about_ca_system_score_codex":0.00017203434,"about_ca_system_score_gemma":0.000036886646,"threshold_uncertainty_score":0.3474314},"labels":[],"label_agreement":null},{"id":"W4404098610","doi":"10.1183/13993003.congress-2024.pa3542","title":"Positive Airway Pressure (PAP) Use in Obstructive Sleep Apnoea (OSA) Patients with and without Insomnia","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Greenfield Research (Canada)","funders":"","keywords":"Continuous positive airway pressure; Sleep (system call); Insomnia; Positive airway pressure; Medicine; Airway; Anesthesia; Obstructive sleep apnea; Cardiology; Intensive care medicine; Computer science; Psychiatry","score_opus":0.01115321275511188,"score_gpt":0.26573876342349645,"score_spread":0.25458555066838456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404098610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921806,0.0003242101,0.0003304855,0.00036790664,0.000120364195,0.0013841827,0.00009762253,0.00011513984,0.0050794864],"genre_scores_gemma":[0.9959545,0.000007963395,0.0021208387,0.00010469194,0.000060163744,0.000050842664,0.000050178834,0.00006245578,0.0015883255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979088,0.00009737975,0.00023647184,0.00067339244,0.0006358725,0.00044811371],"domain_scores_gemma":[0.9989377,0.00017857747,0.000034107583,0.00030676642,0.00029319356,0.00024963758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012364978,0.00027643805,0.000369961,0.00039141928,0.0000588311,0.00012540528,0.000088418776,0.00013665846,0.00020394195],"category_scores_gemma":[0.00015796784,0.00019374846,0.00004280087,0.00054994255,0.0002953667,0.000616746,0.00013804065,0.0005788288,0.00004027587],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001112343,0.00020606788,0.9802099,0.00018942323,0.00047194024,0.00011085316,0.0011339012,0.0000074134773,0.00062782277,0.0013674551,0.00007235877,0.014490516],"study_design_scores_gemma":[0.0035294327,0.0007161784,0.98913425,0.00024536662,0.0001732604,0.00003694209,0.00030849865,0.0025212965,0.0022314885,0.00008541912,0.00076847215,0.00024939564],"about_ca_topic_score_codex":0.00027955466,"about_ca_topic_score_gemma":0.00021411822,"teacher_disagreement_score":0.01424112,"about_ca_system_score_codex":0.00014322075,"about_ca_system_score_gemma":0.000052377418,"threshold_uncertainty_score":0.7900833},"labels":[],"label_agreement":null},{"id":"W4404101407","doi":"10.1183/13993003.congress-2024.pa866","title":"Sleep Quality with EPAP Enhanced Novel Mandibular Advancement Device (EMAD) versus Continuous Positive Airway Pressure (CPAP) in Mild and Moderate Obstructive Sleep Apnea (OSA)","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Medicine; Sleep quality; Sleep (system call); Sleep apnea; Airway; Anesthesia; Apnea; Cardiology; Computer science; Insomnia; Psychiatry","score_opus":0.02393455746791072,"score_gpt":0.3223283960662729,"score_spread":0.29839383859836216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404101407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9118105,0.0033659572,0.066717125,0.0015999408,0.00045596453,0.0028702805,0.00019620333,0.00022172343,0.012762303],"genre_scores_gemma":[0.9910928,0.000045068966,0.0071856882,0.00015218314,0.0001258927,0.00022770738,0.000080173544,0.000088071356,0.0010024034],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9960387,0.0001898971,0.0006021823,0.0013049188,0.0009898895,0.0008744641],"domain_scores_gemma":[0.9979315,0.0005330364,0.00011603396,0.00056105346,0.0004864984,0.00037188578],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005125511,0.00054780266,0.0008861649,0.0003367511,0.00014875855,0.00013999258,0.00018482751,0.00021856601,0.00027531167],"category_scores_gemma":[0.00016947197,0.0004372885,0.00010325545,0.0006782286,0.00039155045,0.00052385265,0.00022369638,0.00080378423,0.00003975805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.11596095,0.0036123544,0.022957314,0.0068644676,0.015587902,0.0033542775,0.022552975,0.004635612,0.46376446,0.07057032,0.00008339334,0.27005598],"study_design_scores_gemma":[0.05969278,0.0071885497,0.13892375,0.0013632233,0.0020431727,0.00031608375,0.014712055,0.1314503,0.63828635,0.0007584037,0.00230271,0.0029626398],"about_ca_topic_score_codex":0.00041044218,"about_ca_topic_score_gemma":0.00053066586,"teacher_disagreement_score":0.26709333,"about_ca_system_score_codex":0.0003718514,"about_ca_system_score_gemma":0.000077591416,"threshold_uncertainty_score":0.9998079},"labels":[],"label_agreement":null},{"id":"W4404127310","doi":"10.1183/13993003.congress-2024.pa5347","title":"Sustained oximetric desaturation as a cardiac risk indicator remains correlated with nonspecific sleep apnea indices.","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Cardiology; Sleep apnea; Apnea; Internal medicine; Obstructive sleep apnea; Medicine","score_opus":0.008774380866872645,"score_gpt":0.2693614340511779,"score_spread":0.26058705318430525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404127310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9460608,0.0025360142,0.007441876,0.000873723,0.0006051087,0.0021826692,0.000049697228,0.0008081849,0.03944194],"genre_scores_gemma":[0.9950266,0.00008832332,0.0016625286,0.00006418405,0.00031409282,0.00007934755,0.00016704357,0.00009642013,0.0025014528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99686223,0.00020778425,0.00039093528,0.0007517258,0.0011521919,0.00063511316],"domain_scores_gemma":[0.99812746,0.00043203266,0.00010857143,0.000580724,0.00030332137,0.00044791793],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006867399,0.00032105783,0.00045719248,0.0017908546,0.00020699465,0.00019314625,0.00017097706,0.0002763813,0.0011420262],"category_scores_gemma":[0.0005448869,0.00022688905,0.00017074475,0.004241727,0.00025792554,0.00029890478,0.00012450723,0.0011809942,0.0015528329],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052092,0.0010129096,0.49222347,0.001252578,0.00769418,0.0053019747,0.005823137,0.000058738726,0.017370893,0.019455856,0.0064723524,0.43812472],"study_design_scores_gemma":[0.019303724,0.010651475,0.70171577,0.0006286158,0.0062445626,0.0017398597,0.027489882,0.118816875,0.06660695,0.0015649018,0.041728158,0.0035092337],"about_ca_topic_score_codex":0.00017513424,"about_ca_topic_score_gemma":0.000022261811,"teacher_disagreement_score":0.4346155,"about_ca_system_score_codex":0.00065004604,"about_ca_system_score_gemma":0.00028079574,"threshold_uncertainty_score":0.99977106},"labels":[],"label_agreement":null},{"id":"W4404134470","doi":"10.2319/020624-99.1","title":"Evaluation of quality of life after orthognathic surgery in obstructive sleep apnea syndrome: a systematic review","year":2024,"lang":"en","type":"review","venue":"The Angle Orthodontist","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Orthognathic surgery; Quality of life (healthcare); Sleep apnea; Intensive care medicine; Dentistry; Internal medicine","score_opus":0.14367082534839562,"score_gpt":0.420428139663732,"score_spread":0.27675731431533634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404134470","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016229867,0.98852706,0.000028007922,0.000081477425,0.00033529216,0.008799191,0.00023152123,0.000030292076,0.0003442006],"genre_scores_gemma":[0.01432059,0.9830329,0.00008488209,0.000041975738,0.00005823857,0.0020933843,0.00013093639,0.00012301224,0.00011412633],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9820098,0.009729109,0.0039146747,0.00072326214,0.0031677892,0.0004553273],"domain_scores_gemma":[0.9919888,0.0026341532,0.0019295344,0.0018764379,0.0014079184,0.000163176],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.029416341,0.00062053034,0.008210697,0.0007728959,0.000034689303,0.000022373726,0.00044746886,0.00036251365,0.0002286936],"category_scores_gemma":[0.015577148,0.0003740819,0.0018561354,0.0023986713,0.00040543458,0.0001060446,0.00028580977,0.0010607954,0.00010602175],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034904388,0.000115461626,0.00039420967,0.89877975,0.0017753779,0.00010742349,0.00008587128,1.3643293e-7,4.8643244e-7,0.00009450018,0.000027300484,0.09858459],"study_design_scores_gemma":[0.0004072095,0.000085036685,0.0041203555,0.9503742,0.042804778,0.00057177147,0.00011238791,0.000036283873,0.0000010689188,0.00012457797,0.0009098455,0.0004525246],"about_ca_topic_score_codex":0.0001445015,"about_ca_topic_score_gemma":0.00020748517,"teacher_disagreement_score":0.098132074,"about_ca_system_score_codex":0.0005305174,"about_ca_system_score_gemma":0.0010454527,"threshold_uncertainty_score":0.99987113},"labels":[],"label_agreement":null},{"id":"W4404183829","doi":"10.1513/annalsats.202409-981st","title":"The Great Controversy of Obstructive Sleep Apnea Treatment for Cardiovascular Risk Benefit: Advancing the Science Through Expert Consensus: An Official American Thoracic Society Workshop Report","year":2024,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Toronto General Hospital; Toronto Rehabilitation Institute; University Health Network","funders":"National Center for Advancing Translational Sciences; Respicardia; Agency for Healthcare Research and Quality; Idorsia Pharmaceuticals; Assistance publique-Hôpitaux de Paris; Duke Clinical Research Institute; Eisai; Belvoir Media Group; ResMed; Novo Nordisk; MyoKardia; Regado Biosciences; Medicines Company; Ironwood Pharmaceuticals, Incorporated; National Heart, Lung, and Blood Institute; American Academy of Sleep Medicine; National Institutes of Health; Regeneron Pharmaceuticals; Canadian Institutes of Health Research; Cerebra; Jazz Pharmaceuticals; Boston VA Research Institute; Boston Scientific Corporation; University of Pittsburgh; HLS Therapeutics; Australasian Sleep Association; LivaNova; GlaxoSmithKline; National Institute on Aging; CSL Behring; Moderna; Pfizer; University of Miami; Cleveland Clinic; Bristol-Myers Squibb; Eli Lilly and Company; Amarin Corporation; AstraZeneca; American College of Cardiology Foundation; American Heart Association; American Thoracic Society; Instituto de Salud Carlos III; Amgen; Alnylam Pharmaceuticals; U.S. Department of Veterans Affairs; Sanofi","keywords":"Medicine; Obstructive sleep apnea; Intensive care medicine; Consensus conference; MEDLINE; Sleep apnea; Cardiology; Internal medicine; Law","score_opus":0.07861974154976246,"score_gpt":0.4268631081409088,"score_spread":0.3482433665911463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404183829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96948856,0.009853453,0.008787937,0.007981972,0.0006208875,0.0026679013,0.00030506295,0.00012673199,0.00016748958],"genre_scores_gemma":[0.98334086,0.0029302018,0.012117498,0.0005645068,0.0005685989,0.0002500564,0.000013405473,0.000102206766,0.000112645735],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9945081,0.00049509434,0.0008701492,0.001119186,0.0018447354,0.0011627572],"domain_scores_gemma":[0.9918521,0.002823816,0.0011147991,0.0024809965,0.0014911565,0.00023714534],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0036752338,0.00053462177,0.0013455207,0.000057168454,0.0015227044,0.00013190713,0.0010002378,0.00009321578,0.0000061456244],"category_scores_gemma":[0.0015847427,0.00027980507,0.0041592023,0.00263798,0.013305984,0.000266064,0.00037083653,0.0006289309,0.0000017123035],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015807068,0.0002492242,0.002580761,0.00012766785,0.009320408,0.000024729787,0.01659881,0.0012101443,0.0065505984,0.00032546092,0.000927471,0.960504],"study_design_scores_gemma":[0.003233256,0.0064767026,0.03860497,0.0007934841,0.008373015,0.00092993915,0.50776505,0.09686931,0.27479228,0.005342328,0.054677587,0.0021420598],"about_ca_topic_score_codex":0.0021162317,"about_ca_topic_score_gemma":0.000059483315,"teacher_disagreement_score":0.958362,"about_ca_system_score_codex":0.0005180988,"about_ca_system_score_gemma":0.0006110792,"threshold_uncertainty_score":0.9999654},"labels":[],"label_agreement":null},{"id":"W4404278266","doi":"10.1111/ocr.12873","title":"Hyoid Bone Position and Upper Airway Morphology of Children With Obstructive Sleep Apnea: A Systematic Review and Meta‐analysis","year":2024,"lang":"en","type":"review","venue":"Orthodontics and Craniofacial Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Sanming Project of Medicine in Shenzhen; Wuhan University","keywords":"Hyoid bone; Obstructive sleep apnea; Medicine; Airway; Meta-analysis; Tongue; Dentistry; Internal medicine; Surgery; Pathology","score_opus":0.0675945224899826,"score_gpt":0.3938917572465161,"score_spread":0.3262972347565335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404278266","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007520074,0.9925686,0.00015551326,0.0002867159,0.000019022496,0.0056118183,0.00040694032,0.000022472635,0.00017687451],"genre_scores_gemma":[0.002816862,0.9952009,0.0007902282,0.000030739997,0.00004777627,0.00052353594,0.0001417259,0.00010159863,0.00034666937],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9942379,0.0015201455,0.0010691631,0.0011411321,0.0013460057,0.00068563037],"domain_scores_gemma":[0.9970186,0.0005750674,0.00033072795,0.00074366835,0.0008867229,0.0004452508],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030807578,0.0006419818,0.0078592,0.001533275,0.000222019,0.0001349443,0.00019916041,0.00044197222,0.00010740046],"category_scores_gemma":[0.0006265111,0.00039268067,0.00089670735,0.0023751678,0.0011547521,0.00010522536,0.0004898676,0.0015468602,0.00001251115],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005715168,0.00008755377,0.00044684135,0.8322212,0.15185025,0.00018284778,0.00012512521,4.0772594e-8,0.000006430916,0.0008632819,0.00001247898,0.0141468095],"study_design_scores_gemma":[0.00047797227,0.0007265488,0.0005428633,0.022178803,0.9729541,0.002058602,0.00009884723,0.000028602366,0.0000035041876,0.0000709804,0.000399319,0.0004598435],"about_ca_topic_score_codex":0.00012629264,"about_ca_topic_score_gemma":0.000024394585,"teacher_disagreement_score":0.8211039,"about_ca_system_score_codex":0.00010571013,"about_ca_system_score_gemma":0.00017237663,"threshold_uncertainty_score":0.99985254},"labels":[],"label_agreement":null},{"id":"W4404318338","doi":"10.1101/2024.11.12.24316879","title":"Ventilatory Burden Predicts Change in Sleepiness Following Positive Airway Pressure in Sleep Apnea","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Health and Medical Research Council; Medical Research Council; National Institutes of Health; Sigrid Juséliuksen Säätiö; NordForsk; Business Finland; Kuopion Yliopistollinen Sairaala; American Heart Association; Queensland Health; University of Queensland; Brigham and Women's Hospital; Flinders University; Respicardia; American Academy of Sleep Medicine Foundation; Massachusetts General Hospital; American Sleep Medicine Foundation; University of Alberta; Suomen Kulttuurirahasto; ResMed; Metro North Hospital and Health Service; Eli Lilly and Company","keywords":"Sleep apnea; Airway; Apnea; Medicine; Continuous positive airway pressure; Positive airway pressure; Anesthesia; Obstructive sleep apnea; Sleep (system call); Computer science","score_opus":0.026498410971427452,"score_gpt":0.31590771458466693,"score_spread":0.28940930361323947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404318338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746962,0.0129048545,0.000028258122,0.0019657155,0.003018991,0.003579165,0.00014444039,0.00020245633,0.0034598818],"genre_scores_gemma":[0.99628586,0.000057046233,0.00013259232,0.0001013341,0.0013581931,0.0011797254,0.00018871353,0.00020119426,0.0004953415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99490154,0.00030382248,0.00083615194,0.0015874692,0.0013416973,0.0010293009],"domain_scores_gemma":[0.9980497,0.00014566591,0.0001592587,0.0011195976,0.00018147247,0.00034430285],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0013001275,0.0006788657,0.0012681471,0.001631219,0.00004915652,0.00008442761,0.000633084,0.000880491,0.00020626109],"category_scores_gemma":[0.00037675747,0.00067517767,0.00048221412,0.0010154325,0.00015876177,0.00014687113,0.002455946,0.00390054,0.00020606323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007413668,0.00060246856,0.92400503,0.007511616,0.0017744992,0.012825586,0.013150854,0.0004275295,0.0044533126,0.0001993516,0.00007398662,0.03423438],"study_design_scores_gemma":[0.003333848,0.00023852554,0.939968,0.005638948,0.00076202216,0.000048076057,0.0003787514,0.043136843,0.003916868,0.0007671751,0.00093140657,0.00087953405],"about_ca_topic_score_codex":0.0008366949,"about_ca_topic_score_gemma":0.00022346183,"teacher_disagreement_score":0.04270931,"about_ca_system_score_codex":0.0005703265,"about_ca_system_score_gemma":0.00016561466,"threshold_uncertainty_score":0.99956995},"labels":[],"label_agreement":null},{"id":"W4404372093","doi":"10.1038/s43856-024-00660-2","title":"Discriminating Parkinson’s disease patients from healthy controls using nasal respiratory airflow","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Azrieli Foundation; Israel Science Foundation; Minerva Foundation","keywords":"Medicine; Parkinson's disease; Respiratory system; Airflow; Disease; Cardiology; Internal medicine; Engineering","score_opus":0.10740539447198559,"score_gpt":0.40660849117870473,"score_spread":0.29920309670671913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404372093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9228658,0.041168284,0.0021951336,0.026340123,0.0010309884,0.001755306,0.00021973652,0.00038698694,0.004037636],"genre_scores_gemma":[0.99363923,0.00023165933,0.0032632016,0.0015996979,0.00058028864,0.00010632887,0.00045737316,0.00006593448,0.000056312267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974955,0.0003960651,0.0005889577,0.00043167252,0.0007053352,0.00038249325],"domain_scores_gemma":[0.995736,0.0010028124,0.00009901589,0.0022235822,0.00037360372,0.0005650064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005719089,0.00022298635,0.00041586973,0.0003638364,0.00036903497,0.000040285133,0.0005922298,0.00007975236,0.00026840554],"category_scores_gemma":[0.0017506883,0.00018139914,0.0000995669,0.0005585494,0.00074478344,0.00019319041,0.00041885852,0.000738254,0.000074818156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013592578,0.0015796281,0.7097066,0.0009470436,0.00069997663,0.00019315335,0.004531377,0.000012967887,0.0149234105,0.007532692,0.0055301767,0.25298372],"study_design_scores_gemma":[0.008389548,0.0009555344,0.68333644,0.003028841,0.0009993336,0.000008608514,0.0016245273,0.10111574,0.00011828911,0.0014200232,0.1985066,0.0004965298],"about_ca_topic_score_codex":0.00032957576,"about_ca_topic_score_gemma":0.000042400112,"teacher_disagreement_score":0.25248718,"about_ca_system_score_codex":0.0005261927,"about_ca_system_score_gemma":0.00025513276,"threshold_uncertainty_score":0.7397242},"labels":[],"label_agreement":null},{"id":"W4404548246","doi":"10.1186/s12872-024-04344-6","title":"Evaluation of arterial stiffness and quality of life in the treatment of moderate to severe obstructive sleep apnea with Continuous Positive Airway Pressure or Mandibular Advancement Appliance: a cross-sectional study","year":2024,"lang":"en","type":"article","venue":"BMC Cardiovascular Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Arterial stiffness; Obstructive sleep apnea; Continuous positive airway pressure; Polysomnography; Pulse wave velocity; Quality of life (healthcare); Body mass index; Angiology; Cardiology; Internal medicine; Hypopnea; Blood pressure; Sleep apnea; Apnea–hypopnea index; Anesthesia; Apnea","score_opus":0.03963884786063052,"score_gpt":0.3426167380241447,"score_spread":0.3029778901635142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404548246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825105,0.004895319,0.0063590463,0.000017547298,0.000100483936,0.005841082,0.0001820364,0.000010352584,0.0000836277],"genre_scores_gemma":[0.9988147,0.00004800424,0.00024192304,0.000002706524,0.000050818282,0.00077710144,0.000027525166,0.00002406195,0.000013166051],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995848,0.0008096122,0.00051608484,0.000543647,0.0020711091,0.00021156739],"domain_scores_gemma":[0.99843884,0.00018604961,0.00010630018,0.0004982882,0.00070107775,0.0000694786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018095153,0.00022655567,0.0008053486,0.00016198028,0.000053538293,0.000030653653,0.00009607146,0.000068228626,0.00002832454],"category_scores_gemma":[0.0001557874,0.00014435955,0.0002836396,0.0004500123,0.00023509709,0.00010448443,0.000037240152,0.0001026569,6.545418e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04178042,0.0036755437,0.6696204,0.0020522748,0.022793412,0.000023242117,0.021559281,0.14157747,0.0014081012,0.00018198403,0.0000010194024,0.09532687],"study_design_scores_gemma":[0.01590412,0.001665689,0.9674104,0.00006494963,0.0017065906,0.00001179409,0.0078067086,0.0047303136,0.0004545995,0.00005570824,0.00003230466,0.00015682307],"about_ca_topic_score_codex":0.0006347381,"about_ca_topic_score_gemma":0.0005368289,"teacher_disagreement_score":0.29779002,"about_ca_system_score_codex":0.00016585049,"about_ca_system_score_gemma":0.00019847632,"threshold_uncertainty_score":0.58868116},"labels":[],"label_agreement":null},{"id":"W4404563402","doi":"10.5664/jcsm.11444","title":"Using expanded diagnostic criteria mitigates gender disparities in diagnosis of sleep-disordered breathing","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Heart, Lung, and Blood Institute; U.S. Department of Veterans Affairs","keywords":"Medicine; Sleep disordered breathing; Polysomnography; Breathing; Sleep (system call); Audiology; Obstructive sleep apnea; Psychiatry; Electroencephalography; Internal medicine","score_opus":0.1635960203900226,"score_gpt":0.4780673008855866,"score_spread":0.31447128049556394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404563402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97204745,0.017999973,0.0013872032,0.005654206,0.002069739,0.00039008394,0.000012349211,0.00002534492,0.0004136671],"genre_scores_gemma":[0.9923988,0.002737599,0.0024303836,0.00033990442,0.0019961474,0.000012088227,0.000007079796,0.00005846307,0.000019534837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99392253,0.0005175051,0.0033378045,0.0003877102,0.0013226968,0.0005117428],"domain_scores_gemma":[0.9873065,0.010608375,0.0005783233,0.00033911943,0.0006279104,0.0005397757],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0042336094,0.0003041907,0.0018824495,0.0008015761,0.00004922334,0.00003513024,0.0002980855,0.0002856356,0.0010042652],"category_scores_gemma":[0.024967069,0.00021175387,0.00048567558,0.0007500185,0.00082120375,0.00035412985,0.00012707611,0.0015495154,0.0000066149737],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087546697,0.0008201552,0.92157155,0.001359189,0.0008383635,0.0030937875,0.0010715453,0.00005685757,0.002343801,0.00026801668,0.00062146306,0.0670798],"study_design_scores_gemma":[0.01376063,0.0036952612,0.9372594,0.01046201,0.0018167036,0.0015442807,0.0021717313,0.020021234,0.0024299112,0.0056094285,0.0008046991,0.00042474686],"about_ca_topic_score_codex":0.0002014027,"about_ca_topic_score_gemma":0.000016296326,"teacher_disagreement_score":0.06665505,"about_ca_system_score_codex":0.00015635489,"about_ca_system_score_gemma":0.0001681329,"threshold_uncertainty_score":0.9999089},"labels":[],"label_agreement":null},{"id":"W4404577495","doi":"10.23919/eusipco63174.2024.10714938","title":"Accessible Obstructive Sleep Apnea Screening Using Classical Acoustic Speech Representations","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of British Columbia; Toronto Western Hospital; University of Toronto; Toronto General Hospital; University Health Network; Toronto Rehabilitation Institute","funders":"","keywords":"Obstructive sleep apnea; Computer science; Speech recognition; Sleep apnea; Sleep (system call); Medicine; Cardiology","score_opus":0.061459019803975175,"score_gpt":0.38459100959067005,"score_spread":0.3231319897866949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404577495","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46210715,0.00040809147,0.49009258,0.001864434,0.00074599986,0.0008612166,0.000024808738,0.0005957546,0.04329998],"genre_scores_gemma":[0.9390894,0.0000038030935,0.056975044,0.000088378525,0.00058710907,0.00002509721,0.000027851285,0.00006886255,0.0031344201],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975367,0.00008085017,0.00035473894,0.0006837553,0.00079456356,0.00054937555],"domain_scores_gemma":[0.9985414,0.0003790714,0.00003730181,0.0004629797,0.00026395163,0.00031526433],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023241226,0.00022344355,0.0003142318,0.0004975989,0.00019959363,0.00024474895,0.0001778749,0.00014518273,0.0018842667],"category_scores_gemma":[0.0004192415,0.00018712846,0.0001777372,0.0012476468,0.00026973666,0.0005129232,0.0002360697,0.0006922595,0.00018062514],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004884499,0.00035748206,0.046006657,0.00079796393,0.0017131777,0.0035972921,0.0009302397,0.002571051,0.38004032,0.009351777,0.0015093223,0.55263627],"study_design_scores_gemma":[0.0011336326,0.00012827001,0.025813753,0.00014810768,0.0004313649,0.00090152863,0.0022290295,0.93377733,0.033214293,0.0010842696,0.00080737984,0.0003310672],"about_ca_topic_score_codex":0.000118726646,"about_ca_topic_score_gemma":0.000017911478,"teacher_disagreement_score":0.9312062,"about_ca_system_score_codex":0.00025558856,"about_ca_system_score_gemma":0.00010315202,"threshold_uncertainty_score":0.99902815},"labels":[],"label_agreement":null},{"id":"W4404585583","doi":"10.1093/sleep/zsae269","title":"The association between hypoxic burden and the risk of cognitive impairment in patients with obstructive sleep apnea","year":2024,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Department of Science and Technology of Jilin Province; People's Government of Jilin Province","keywords":"Obstructive sleep apnea; Polysomnography; Quartile; Medicine; Confounding; Epworth Sleepiness Scale; Montreal Cognitive Assessment; Internal medicine; Logistic regression; Sleep apnea; Cognition; Physical therapy; Cognitive impairment; Apnea; Confidence interval; Psychiatry; Disease","score_opus":0.006043646853127459,"score_gpt":0.24867274455760657,"score_spread":0.2426290977044791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404585583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958019,0.00058557064,0.00009438668,0.00083787536,0.00012145092,0.0015397086,0.000113287446,0.000024194596,0.00088158395],"genre_scores_gemma":[0.9995384,0.00003460229,0.000041879226,0.000012418447,0.00015866687,0.00007973564,0.00003074342,0.00002633474,0.000077222656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792,0.00035551362,0.00029930435,0.0002959362,0.0007906153,0.0003386754],"domain_scores_gemma":[0.9972584,0.0019919567,0.00015559702,0.00020480398,0.0003113072,0.000077894874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009930802,0.00016292998,0.0003107256,0.00013313712,0.0001441359,0.000055532488,0.0001109497,0.00008520351,0.000017819759],"category_scores_gemma":[0.00083733693,0.00008127538,0.00007892071,0.00047166625,0.00039858694,0.00010451328,0.000111853,0.00052157155,0.000016917433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011439078,0.000038951937,0.8924247,0.000042377324,0.0010807292,0.0000049811665,0.002871891,0.000004579341,0.000006445078,0.00027324798,0.0000059312547,0.10210226],"study_design_scores_gemma":[0.006861722,0.00049212144,0.98750836,0.00010303008,0.00057568325,0.0000012437595,0.0018590636,0.0013981189,0.0002040943,0.0008457477,0.000058681344,0.000092152644],"about_ca_topic_score_codex":0.00017400601,"about_ca_topic_score_gemma":0.00003625457,"teacher_disagreement_score":0.1020101,"about_ca_system_score_codex":0.00034076627,"about_ca_system_score_gemma":0.000028376307,"threshold_uncertainty_score":0.3314314},"labels":[],"label_agreement":null},{"id":"W4404602506","doi":"10.1017/cjn.2024.303","title":"Depression, Obstructive Sleep Apnea and Cognitive Impairment (DOC) Screen Completion Time Reflects Executive Function, Speed of Processing and Fluency","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University; Hamilton General Hospital; St. Michael's Hospital; Hamilton Health Sciences; University of Toronto; Health Sciences Centre; Ontario Brain Institute; Sunnybrook Health Science Centre","funders":"","keywords":"Fluency; Function (biology); Action (physics); Computer science; Content (measure theory); Psychology; Cognitive psychology; Human–computer interaction; Multimedia; Mathematics education; Mathematics","score_opus":0.02949192496001304,"score_gpt":0.3020230398293199,"score_spread":0.27253111486930687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404602506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99128497,0.00508829,0.00014422946,0.0015884058,0.00027522765,0.00031064308,0.000022815471,0.000018764367,0.00126668],"genre_scores_gemma":[0.99822235,0.00011607443,0.0009321506,0.0005246114,0.00017388532,0.0000019004777,7.206021e-7,0.000013140411,0.000015188892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962626,0.00062368007,0.00071751175,0.0006228166,0.00089319074,0.00088019785],"domain_scores_gemma":[0.9962906,0.0006204234,0.00044067556,0.00008140663,0.0009948536,0.0015720066],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0025403288,0.00029379228,0.00055475277,0.0012457364,0.0014354605,0.0004951598,0.00043942488,0.00015988528,0.00010430827],"category_scores_gemma":[0.0016268452,0.00019370919,0.00012501895,0.0014160182,0.008405385,0.0010425113,0.00009108975,0.0011051279,0.0000016953381],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007794271,0.00005186804,0.94331867,0.00009063219,0.000100183875,0.0048046964,0.0013884563,0.00013617185,0.0021091509,0.0003811629,0.00010695581,0.046732657],"study_design_scores_gemma":[0.0006576423,0.054383866,0.88886005,0.00029902597,0.00022422687,0.03453484,0.0008554182,0.011285388,0.0005527258,0.007920792,0.00015799285,0.00026806255],"about_ca_topic_score_codex":0.00051232125,"about_ca_topic_score_gemma":0.0018462264,"teacher_disagreement_score":0.054458622,"about_ca_system_score_codex":0.00017880007,"about_ca_system_score_gemma":0.0013919292,"threshold_uncertainty_score":0.9998645},"labels":[],"label_agreement":null},{"id":"W4404657664","doi":"10.61091/jpms2024130611","title":"Assessing STOP-Bang Questionnaire Sensitivity and Specificity for Sleep Apnea Detection in Iraqi Adults","year":2024,"lang":"en","type":"article","venue":"Journal of Pioneering Medical Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sleep apnea; Apnea; Sleep (system call); Sensitivity (control systems); Psychology; Audiology; Medicine; Obstructive sleep apnea; Anesthesia; Computer science; Engineering","score_opus":0.022246095482469214,"score_gpt":0.344157095403365,"score_spread":0.3219109999208958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404657664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82014906,0.00036943826,0.17731953,0.0011412605,0.0008471743,0.00012651953,5.070359e-7,0.000018573295,0.000027907723],"genre_scores_gemma":[0.9973452,0.00002015463,0.0020706374,0.0000242453,0.0005256171,0.0000022862332,1.5528468e-7,0.000008731084,0.0000029591756],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99782634,0.00005923681,0.0003355648,0.00023255013,0.0012622552,0.00028402935],"domain_scores_gemma":[0.9987976,0.0003212953,0.00006780184,0.000080440346,0.00034046595,0.00039238087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046513393,0.00008719956,0.00021076166,0.00045812008,0.00011482127,0.00013718511,0.000087938366,0.000079894315,0.000010044353],"category_scores_gemma":[0.00611119,0.000067052715,0.000056768604,0.0007464334,0.0004178171,0.0006949714,0.000058946138,0.0006046334,0.0000013770263],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011220711,0.00006188442,0.004176246,0.00030350202,0.000011945859,0.000562894,0.0003644239,0.000058727237,0.13133048,0.00011419459,0.0000025664567,0.8629009],"study_design_scores_gemma":[0.0011595841,0.00041635238,0.25334957,0.0020465709,0.00002847305,0.0021240972,0.00067989284,0.7120146,0.027734578,0.00016142106,0.00015507924,0.00012975404],"about_ca_topic_score_codex":0.000022898945,"about_ca_topic_score_gemma":0.00003241902,"teacher_disagreement_score":0.86277115,"about_ca_system_score_codex":0.0004119524,"about_ca_system_score_gemma":0.00019491056,"threshold_uncertainty_score":0.7316107},"labels":[],"label_agreement":null},{"id":"W4404801640","doi":"10.1016/j.smrv.2024.102029","title":"Adverse events in patients with obstructive sleep apnea undergoing procedural sedation in ambulatory settings: An updated systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; Toronto Western Hospital; University of Toronto; University Health Network; University of British Columbia; McMaster University","funders":"University Health Network Foundation; Canadian Institutes of Health Research; Merck Sharp and Dohme; ResMed Foundation; Ministry of Health, Ontario","keywords":"Medicine; Obstructive sleep apnea; Ambulatory; Sedation; Meta-analysis; Sleep apnea; Anesthesia; Adverse effect; Systematic review; MEDLINE; Intensive care medicine; Internal medicine","score_opus":0.04780639861273604,"score_gpt":0.3589448901934877,"score_spread":0.31113849158075163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404801640","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000090829984,0.97616905,0.000044028326,0.00027890576,0.00008695435,0.02312841,0.00006052757,0.00006831554,0.00007297598],"genre_scores_gemma":[0.0003435223,0.9928682,0.00043184776,0.00065641146,0.000076551856,0.0025850185,0.002726225,0.00019604649,0.000116208],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9885435,0.0025544243,0.004506172,0.0019772812,0.0015781132,0.00084052724],"domain_scores_gemma":[0.99493796,0.00028684168,0.0021173535,0.0016800902,0.00045815547,0.0005195942],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00434274,0.0015686235,0.01956299,0.0024809618,0.000078440244,0.00001746201,0.0004996717,0.00040504037,0.00034382005],"category_scores_gemma":[0.0014559982,0.00085811235,0.0018000721,0.0067742327,0.00025397324,0.0005147831,0.00023302095,0.0017452188,0.00010067318],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025533409,0.00018487773,0.00054303877,0.9310077,0.05617344,0.00004866223,0.00024560606,0.0000013504639,4.9910195e-8,0.0000126527875,0.00005650022,0.0117006],"study_design_scores_gemma":[0.0013295315,0.00038549045,0.00032525236,0.2244355,0.7678962,0.000056637396,0.00017365483,0.00014947426,5.2256013e-8,0.000008870052,0.0045921607,0.0006472116],"about_ca_topic_score_codex":0.0000456314,"about_ca_topic_score_gemma":0.00020646794,"teacher_disagreement_score":0.71172273,"about_ca_system_score_codex":0.0011880734,"about_ca_system_score_gemma":0.00019401715,"threshold_uncertainty_score":0.9997062},"labels":[],"label_agreement":null},{"id":"W4404824510","doi":"10.1111/ocr.12882","title":"Update on Current Knowledge of Paediatric Obstructive Sleep Apnoea: From Animal to Human Studies","year":2024,"lang":"en","type":"review","venue":"Orthodontics and Craniofacial Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Craniofacial; Obstructive sleep apnea; Condyle; Medicine; Orthodontics; Dentistry; Psychology; Psychiatry","score_opus":0.24633027629800153,"score_gpt":0.5233496535457498,"score_spread":0.2770193772477483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404824510","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009677733,0.9849527,0.000018606634,0.000116808,0.00079682085,0.0026619816,0.000732296,0.000047788308,0.0009952532],"genre_scores_gemma":[0.007359941,0.989946,0.00029942556,0.0000059223134,0.0015292717,0.00027269582,0.0001342365,0.0001769843,0.0002755281],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935278,0.0010114404,0.0011083791,0.001471642,0.0017800586,0.0011006402],"domain_scores_gemma":[0.99542487,0.0012015566,0.00018180012,0.0008394291,0.0016361112,0.000716207],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0022916074,0.00075326714,0.0031283668,0.002106184,0.00037045777,0.0001413127,0.00052159,0.0004599258,0.00010004173],"category_scores_gemma":[0.001981273,0.00056453486,0.0006795081,0.0025232737,0.0007812741,0.00006916547,0.0015229682,0.0031015459,0.0005081223],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019052635,0.00031558893,0.000458694,0.024025956,0.0011836503,0.00012364928,0.0008496436,5.086937e-8,0.000034620807,0.0053403294,0.00080501847,0.9666723],"study_design_scores_gemma":[0.0009094825,0.0019287609,0.0014120876,0.01208404,0.003112263,0.000020264091,0.0007440523,0.000016084941,0.000025325233,0.0011414519,0.9778879,0.00071827264],"about_ca_topic_score_codex":0.00006335454,"about_ca_topic_score_gemma":0.00004833978,"teacher_disagreement_score":0.9770829,"about_ca_system_score_codex":0.0006133894,"about_ca_system_score_gemma":0.0004556313,"threshold_uncertainty_score":0.99968064},"labels":[],"label_agreement":null},{"id":"W4404871772","doi":"10.1093/sleep/zsae254","title":"Obstructive sleep apnea and chronic kidney disease: time to move from association to causality and intervention","year":2024,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Hotchkiss Brain Institute; Women and Children’s Health Research Institute; University of Alberta; University of Calgary","funders":"","keywords":"Obstructive sleep apnea; Causality (physics); Kidney disease; Medicine; Association (psychology); Sleep (system call); Sleep apnea; Intervention (counseling); Continuous positive airway pressure; Internal medicine; Cardiology; Psychology; Psychiatry; Computer science","score_opus":0.009921547178387143,"score_gpt":0.27973012630817806,"score_spread":0.2698085791297909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404871772","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.113981575,0.00331109,0.0006049586,0.8681441,0.0019496627,0.0040203086,0.0060600825,0.00031617773,0.0016120627],"genre_scores_gemma":[0.1848889,0.0001008459,0.0024337147,0.6748144,0.040532447,0.0018242643,0.019328987,0.0011888382,0.074887596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99605525,0.00027852043,0.0004995223,0.001328642,0.0011302236,0.00070783455],"domain_scores_gemma":[0.99775696,0.00021329081,0.00017200106,0.00061945204,0.00031741668,0.00092088635],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039005862,0.0005214923,0.00075063756,0.0004772575,0.00010157178,0.00022548632,0.00018853575,0.0006424041,0.0015896647],"category_scores_gemma":[0.0012447155,0.00051375676,0.0002188875,0.00040772866,0.00009799124,0.00016101086,0.00059750705,0.0017522634,0.0019835122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000624079,0.00012625536,0.012690298,0.002276293,0.0028413264,0.0010452267,0.00083736394,0.0000036899178,0.0021462038,0.000027732387,0.83250475,0.14487676],"study_design_scores_gemma":[0.002999204,0.00068280444,0.19445507,0.0012673547,0.0025747987,0.000023362032,0.000084150764,0.0033144823,0.0007013995,0.0017422007,0.79095364,0.0012015343],"about_ca_topic_score_codex":0.00027731134,"about_ca_topic_score_gemma":0.000017148906,"teacher_disagreement_score":0.19332968,"about_ca_system_score_codex":0.0026560607,"about_ca_system_score_gemma":0.00008130137,"threshold_uncertainty_score":0.9997314},"labels":[],"label_agreement":null},{"id":"W4404912010","doi":"10.2196/65840","title":"Evaluating the Benefit of Home Support Provider Services for Positive Airway Pressure Therapy in Patients With Obstructive Sleep Apnea: Protocol for an Ambispective International Real-World Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Continuous positive airway pressure; Preprint; Protocol (science); Medicine; Sleep (system call); Physical therapy; Computer science; Obstructive sleep apnea; Alternative medicine; World Wide Web; Internal medicine","score_opus":0.15635258641284505,"score_gpt":0.5481001342076823,"score_spread":0.3917475477948373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404912010","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08866755,8.437282e-7,0.000041374406,0.00034858548,0.0000166644,0.90976703,0.00030538457,0.000060070237,0.00079250924],"genre_scores_gemma":[0.18408154,5.2141978e-8,0.00072327256,0.000013429597,0.00020421861,0.81441224,0.00007621401,0.00010551049,0.000383529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9938352,0.00066329114,0.0007068902,0.0011493055,0.0027662946,0.0008790196],"domain_scores_gemma":[0.99309254,0.0009637301,0.0002179499,0.00076976855,0.0047654673,0.00019051961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033778257,0.0003741167,0.00055248954,0.0008787819,0.00029024572,0.0002915068,0.0008093559,0.00012544313,0.00015047034],"category_scores_gemma":[0.00018063732,0.00023045145,0.00014436798,0.0012554061,0.00046403016,0.0008040827,0.00029838792,0.0009419982,0.000004463422],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.1337758,0.012628384,0.6110168,0.006097858,0.002183074,0.00002552234,0.020544657,0.00011868437,0.0024600583,0.0017947473,0.00013556046,0.20921883],"study_design_scores_gemma":[0.034822177,0.09809469,0.8394417,0.002094294,0.000037741116,0.0000031548802,0.003952518,0.010728581,0.0055952226,0.0018306638,0.0030088788,0.0003903551],"about_ca_topic_score_codex":0.00026884794,"about_ca_topic_score_gemma":0.000504884,"teacher_disagreement_score":0.2284249,"about_ca_system_score_codex":0.0005329148,"about_ca_system_score_gemma":0.00043204013,"threshold_uncertainty_score":0.9397538},"labels":[],"label_agreement":null},{"id":"W4405013808","doi":"10.1016/j.smrv.2024.102040","title":"Prevalence of depression in pediatric patients with diagnosed or at high risk for obstructive sleep apnea: A systematic review with meta-analysis","year":2024,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Ottawa; McGill University","funders":"","keywords":"Obstructive sleep apnea; Meta-analysis; Medicine; Depression (economics); Sleep apnea; Sleep (system call); Pediatrics; Psychiatry; Internal medicine","score_opus":0.0639595808663044,"score_gpt":0.36757106682367163,"score_spread":0.3036114859573672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405013808","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005478021,0.953185,0.00036880525,0.000058896032,0.00015025522,0.045453317,0.00063152355,0.000053886117,0.000043544092],"genre_scores_gemma":[0.00011305811,0.9792525,0.0014481411,0.00007479641,0.00021593261,0.017547105,0.0006746848,0.00026429773,0.0004094833],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9855127,0.0028486818,0.005682147,0.0023513383,0.00263285,0.00097231776],"domain_scores_gemma":[0.98636544,0.003093545,0.0057034614,0.003106341,0.0011654292,0.00056580786],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004711241,0.0019484783,0.0288695,0.0023790305,0.00011513184,0.000019852558,0.000996895,0.00044246163,0.0007471185],"category_scores_gemma":[0.007522264,0.0007785347,0.0041705435,0.0081909355,0.00041432568,0.00018820676,0.00036066968,0.0014212241,0.000092417395],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022556074,0.00026376083,0.0036515733,0.88346404,0.07046618,0.00010068504,0.000087318134,9.1506365e-7,1.496665e-8,0.0000047463727,0.00015653402,0.04157865],"study_design_scores_gemma":[0.0017494488,0.0011821672,0.00051344186,0.31199363,0.67891365,0.000039420607,0.000011985633,0.000017648044,1.9639182e-7,0.0000029100286,0.0050547817,0.00052075036],"about_ca_topic_score_codex":0.000064156164,"about_ca_topic_score_gemma":0.00012212337,"teacher_disagreement_score":0.60844743,"about_ca_system_score_codex":0.0008727985,"about_ca_system_score_gemma":0.00022075677,"threshold_uncertainty_score":0.99946654},"labels":[],"label_agreement":null},{"id":"W4405016970","doi":"10.2147/nss.s483030","title":"Altered Density of Resting-State Long- and Short-Range Functional Connectivity in Patients with Moderate-to-Severe Obstructive Sleep Apnea","year":2024,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Key Research and Development Program of Jiangxi Province; National Natural Science Foundation of China","keywords":"Medicine; Obstructive sleep apnea; Resting state fMRI; Superior frontal gyrus; Postcentral gyrus; Functional magnetic resonance imaging; Cognition; Cardiology; Functional connectivity; Internal medicine; Audiology; Neuroscience; Psychiatry; Radiology; Psychology","score_opus":0.013166593196242365,"score_gpt":0.271389042703418,"score_spread":0.25822244950717566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405016970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99809253,0.00028202138,0.0004408484,0.0001523027,0.00016747459,0.00050761714,0.000034520097,0.00001600053,0.00030669474],"genre_scores_gemma":[0.9991778,0.0000032946755,0.0007174263,0.000034529094,0.000029179033,0.00000665723,0.000005663713,0.000011802135,0.000013659348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979564,0.000038810023,0.00021229018,0.0005891093,0.0008959749,0.000307442],"domain_scores_gemma":[0.9987311,0.0001628493,0.00004424401,0.0002021437,0.00065740367,0.00020229514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005037755,0.00015902895,0.00033052004,0.0004926967,0.000100660385,0.00004181191,0.000100787336,0.00011403935,0.000010193878],"category_scores_gemma":[0.00037015506,0.00011900869,0.000027712083,0.0011500817,0.0008624904,0.0004005353,0.00013838551,0.0005878235,8.096973e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019624534,0.000110449066,0.9577661,0.00019893164,0.000056162633,0.00003278922,0.0006476867,0.00013903271,0.0052145636,0.00029528918,0.0000047813046,0.033571765],"study_design_scores_gemma":[0.0011069679,0.000506411,0.98044634,0.00012198221,0.00003061656,0.000028189643,0.00010286507,0.00963624,0.007499313,0.00039767474,0.0000015622464,0.00012185507],"about_ca_topic_score_codex":0.000047107864,"about_ca_topic_score_gemma":0.00009145529,"teacher_disagreement_score":0.033449907,"about_ca_system_score_codex":0.00009735736,"about_ca_system_score_gemma":0.00008558637,"threshold_uncertainty_score":0.48530337},"labels":[],"label_agreement":null},{"id":"W4405062958","doi":"10.1183/13993003.01100-2024","title":"Continuous positive airway pressure and mandibular advancement splints: the CHOICE multicentre, open-label randomised clinical trial","year":2024,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Institute of Population and Public Health; Université de Montréal; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Continuous positive airway pressure; Observational study; Splints; Randomized controlled trial; Randomization; Clinical trial; Physical therapy; Anesthesia; Internal medicine; Surgery; Obstructive sleep apnea","score_opus":0.07994072447473449,"score_gpt":0.4091948210717977,"score_spread":0.32925409659706323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405062958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92374015,0.037162133,0.0017676752,0.0037368492,0.003837917,0.007910423,0.000060566996,0.00012595743,0.021658314],"genre_scores_gemma":[0.97586125,0.0012446331,0.0013761055,0.004333951,0.009498334,0.00006894121,0.000013048942,0.00028255198,0.007321162],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944108,0.0027875514,0.0010217401,0.000574435,0.0007202108,0.00048526164],"domain_scores_gemma":[0.99739814,0.0010525117,0.00024343359,0.0004574708,0.0003330447,0.0005153876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006426167,0.00028144976,0.0005484042,0.00013678952,0.0004333828,0.0007362862,0.00054148305,0.00007306313,0.00041473273],"category_scores_gemma":[0.0019375404,0.00017278377,0.00016695939,0.00019364293,0.00037755052,0.00032955446,0.0005018876,0.0017305148,0.00020871995],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.37390193,0.0024472582,0.005303884,0.00027475914,0.005197717,0.010976624,0.0012369492,0.000015118561,0.0071829394,0.0004718261,0.014566276,0.5784247],"study_design_scores_gemma":[0.4438922,0.0038695482,0.0128142545,0.00046549708,0.0009200365,0.00038990457,0.00025527034,0.00066677603,0.00035429047,0.000017473847,0.5360847,0.00027002813],"about_ca_topic_score_codex":0.0000025127686,"about_ca_topic_score_gemma":0.0000016551536,"teacher_disagreement_score":0.5781547,"about_ca_system_score_codex":0.00007673472,"about_ca_system_score_gemma":0.00014916307,"threshold_uncertainty_score":0.7518322},"labels":[],"label_agreement":null},{"id":"W4405063257","doi":"10.1183/13993003.01033-2024","title":"Treating sleep disordered breathing for cardiovascular outcomes: observational and randomised trial evidence","year":2024,"lang":"en","type":"review","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Sinai Health System; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Medicine; Heart failure; Central sleep apnea; Observational study; Positive airway pressure; Continuous positive airway pressure; Ejection fraction; Sleep apnea; Randomized controlled trial; Obstructive sleep apnea; Ventilation (architecture); Cardiology; Internal medicine; Polysomnography; Apnea; Intensive care medicine","score_opus":0.25456001806920847,"score_gpt":0.42057924293909754,"score_spread":0.16601922486988907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405063257","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042583753,0.99273056,0.0011772213,0.000072042625,0.0008801883,0.004137647,0.000042957203,0.000073705385,0.00045984963],"genre_scores_gemma":[0.000057991307,0.99331677,0.0017323798,0.00012909109,0.0037876037,0.00020306579,0.000028240827,0.00034499093,0.00039988235],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99329644,0.0023416968,0.0017122867,0.000829851,0.0012549667,0.000564768],"domain_scores_gemma":[0.9961774,0.0017189519,0.0005608852,0.00067278784,0.0004023263,0.00046765746],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008139983,0.00069531717,0.0030794954,0.00061685825,0.00045719562,0.00049024244,0.0003952851,0.00018550399,0.000055912602],"category_scores_gemma":[0.006812217,0.0004668107,0.004096988,0.00037838917,0.00015405937,0.00028281764,0.00023604413,0.0018093353,0.000074931035],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005579577,0.000052134255,0.00006858077,0.012160397,0.0061657527,0.0011363273,0.00011664277,0.000002454632,0.0000029630817,0.00002685696,0.00028403592,0.9744043],"study_design_scores_gemma":[0.0919182,0.00072581955,0.00010081199,0.019122746,0.01270939,0.0012193331,0.000055717945,0.00004617276,3.3978048e-7,0.000023483295,0.87359,0.0004880056],"about_ca_topic_score_codex":0.0000014089,"about_ca_topic_score_gemma":2.9906525e-7,"teacher_disagreement_score":0.9739163,"about_ca_system_score_codex":0.0004074328,"about_ca_system_score_gemma":0.00048523684,"threshold_uncertainty_score":0.9997784},"labels":[],"label_agreement":null},{"id":"W4405088664","doi":"10.1111/jopr.13997","title":"Case reports of oral appliance therapy on three young adults with Down syndrome and OSA","year":2024,"lang":"en","type":"article","venue":"Journal of Prosthodontics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Macroglossia; Obstructive sleep apnea; Positive airway pressure; Oral appliance; Continuous positive airway pressure; Down syndrome; Pediatrics; Incidence (geometry); Internal medicine; Tongue","score_opus":0.03136169138399442,"score_gpt":0.3161289015297559,"score_spread":0.2847672101457615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405088664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99531925,0.0018455498,0.0015602341,0.0004101426,0.00022982706,0.0004645527,0.000006150967,0.000012548323,0.00015177525],"genre_scores_gemma":[0.9871969,0.00014796309,0.012418322,0.00002235054,0.00009172272,0.0000042643737,9.2334903e-7,0.000031476196,0.00008603475],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9984434,0.00004569291,0.00047269138,0.00019260022,0.00064563076,0.0001999529],"domain_scores_gemma":[0.9988091,0.00009923118,0.00026462696,0.00023773186,0.00042735372,0.00016194205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083784404,0.00014497584,0.00041931897,0.00020851231,0.000037107086,0.00004383264,0.000045834928,0.000074100964,0.000023656517],"category_scores_gemma":[0.00013445421,0.00008973858,0.00008278595,0.0002714066,0.00016550046,0.00013982863,0.000025908157,0.00052382104,0.0000014667872],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045851213,0.00043286267,0.21751744,0.001256138,0.0008389432,0.66285264,0.0016354738,0.000011919238,0.012063932,0.00031391345,0.00016621251,0.09832538],"study_design_scores_gemma":[0.002851786,0.006869828,0.09809814,0.001621802,0.00019804019,0.87892276,0.00033896422,0.00054074184,0.009614457,0.00034102594,0.00043066274,0.00017181347],"about_ca_topic_score_codex":0.000024706553,"about_ca_topic_score_gemma":0.00002812579,"teacher_disagreement_score":0.21607007,"about_ca_system_score_codex":0.00007166651,"about_ca_system_score_gemma":0.000101722755,"threshold_uncertainty_score":0.3659433},"labels":[],"label_agreement":null},{"id":"W4405171548","doi":"10.1016/j.jsmc.2024.10.007","title":"Evaluation of Sleep Quality in Clinical Practice","year":2024,"lang":"en","type":"review","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Quality (philosophy); Clinical Practice; Sleep quality; Sleep (system call); Medical physics; Family medicine; Psychiatry; Insomnia","score_opus":0.3587596684337837,"score_gpt":0.6177295545525753,"score_spread":0.25896988611879157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405171548","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012826237,0.9793502,0.000058943126,0.0014948008,0.004192927,0.004224606,0.00006393833,0.00007224959,0.010414037],"genre_scores_gemma":[0.00025331153,0.99509156,0.00084936386,0.00033591595,0.0024891335,0.00022803439,0.00042469095,0.00017254049,0.00015547736],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9751043,0.007891503,0.0083307065,0.0016306161,0.006318967,0.0007239111],"domain_scores_gemma":[0.9815619,0.009859432,0.002332916,0.0020690311,0.0036552239,0.00052151934],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.081397995,0.0007698141,0.0063983873,0.0012549005,0.000036741603,0.000015467635,0.00059291144,0.0013634712,0.00065646437],"category_scores_gemma":[0.124179825,0.0005400154,0.0013481963,0.0023291674,0.0009768145,0.00016172141,0.0003980088,0.0046590073,0.0006873972],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014722902,0.00078227546,0.00021525903,0.025520606,0.0018370941,0.00016049086,0.00014153498,8.772409e-7,1.7102647e-7,0.00042304012,0.000952313,0.9698191],"study_design_scores_gemma":[0.004814759,0.001434452,0.0005399384,0.026596913,0.044341493,0.00016009792,0.0005071838,0.001492517,1.8818879e-7,0.00049004046,0.91919744,0.00042496895],"about_ca_topic_score_codex":0.000080709724,"about_ca_topic_score_gemma":0.000035016306,"teacher_disagreement_score":0.96939415,"about_ca_system_score_codex":0.0010456092,"about_ca_system_score_gemma":0.0017711663,"threshold_uncertainty_score":0.99993294},"labels":[],"label_agreement":null},{"id":"W4405239755","doi":"10.1093/sleepadvances/zpae070.030","title":"O030 Impact of lemborexant on daytime sleepiness/alertness in participants with comorbid insomnia and mild obstructive sleep apnea","year":2024,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Alertness; Insomnia; Obstructive sleep apnea; Daytime; Excessive daytime sleepiness; Medicine; Apnea; Psychology; Sleep apnea; Sleep (system call); Audiology; Physical therapy; Anesthesia; Psychiatry; Sleep disorder; Computer science","score_opus":0.0261588454234641,"score_gpt":0.3495737266530639,"score_spread":0.3234148812295998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405239755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990984,0.005476842,0.0002720655,0.0003085442,0.00025219613,0.0009351252,0.00011270943,0.00009422126,0.0015642962],"genre_scores_gemma":[0.99874544,0.00017190217,0.0006557123,0.000034793145,0.00012403114,0.00010573632,0.000036742,0.000078744844,0.000046883328],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99692285,0.00013078308,0.00054133596,0.0008149943,0.00075733964,0.00083268544],"domain_scores_gemma":[0.9984328,0.0003796488,0.00012719266,0.00051087857,0.0002081717,0.00034126834],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031617752,0.0004478139,0.00083785976,0.00063644146,0.00007362481,0.00005031195,0.00020731274,0.00012722431,0.00017617072],"category_scores_gemma":[0.00019519587,0.00031142667,0.00013828163,0.0011731415,0.000653237,0.0005382357,0.00011911825,0.0005948104,0.000035108063],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006735207,0.0011090024,0.5982453,0.0016761543,0.0017501274,0.0013485485,0.0034609511,0.003026175,0.016391577,0.0021178406,0.000033578777,0.36410552],"study_design_scores_gemma":[0.0070167943,0.0040622926,0.92968637,0.001309616,0.00034675782,0.00019161578,0.0015676297,0.030765686,0.022545656,0.0011047609,0.000618708,0.00078411645],"about_ca_topic_score_codex":0.00017956112,"about_ca_topic_score_gemma":0.00011826056,"teacher_disagreement_score":0.36332142,"about_ca_system_score_codex":0.000296554,"about_ca_system_score_gemma":0.00008674548,"threshold_uncertainty_score":0.9999338},"labels":[],"label_agreement":null},{"id":"W4405354616","doi":"10.1007/s11325-024-03228-5","title":"Examining the impact of obstructive sleep apnea on cognitive function in severe COPD","year":2024,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Chiesi Foundation; Sygehus Lillebælt; Odense Universitetshospital; ResMed; Danmarks Lungeforening","keywords":"Obstructive sleep apnea; Medicine; Neurology; COPD; Otorhinolaryngology; Cognition; Sleep apnea; Sleep (system call); Physical therapy; Intensive care medicine; Internal medicine; Psychiatry","score_opus":0.026686395461375776,"score_gpt":0.3053247109773544,"score_spread":0.2786383155159786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405354616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99032223,0.0011871406,0.00040158257,0.00011129533,0.00019736214,0.00047204495,0.000029994899,0.00004794707,0.0072304276],"genre_scores_gemma":[0.9995911,0.000017656419,0.00005101091,0.00004859931,0.00015345137,0.000023417953,0.000019005187,0.00003052408,0.000065203676],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99860096,0.000118251264,0.00023990656,0.0003822094,0.00035009687,0.0003085911],"domain_scores_gemma":[0.99891096,0.000659087,0.00005067417,0.00016916226,0.00011543329,0.00009469902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043328846,0.00019618095,0.00028410423,0.0003036329,0.000098704724,0.00005903093,0.00006441103,0.00010769169,0.000110600304],"category_scores_gemma":[0.00022631888,0.00012281882,0.000105510844,0.00055250205,0.00018215408,0.00020183485,0.00007486531,0.0006266711,0.000019050916],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001576815,0.00015673453,0.11451212,0.00033079938,0.0011466291,0.00035753203,0.0098973345,0.00011718893,0.006484072,0.0008643782,0.00002473307,0.86453164],"study_design_scores_gemma":[0.0031871244,0.0022000598,0.9424766,0.0012166728,0.00041343737,0.00060948083,0.012170802,0.033777438,0.0025430918,0.0010783711,0.000026661843,0.00030030825],"about_ca_topic_score_codex":0.0002929588,"about_ca_topic_score_gemma":0.000008624053,"teacher_disagreement_score":0.86423135,"about_ca_system_score_codex":0.00017189697,"about_ca_system_score_gemma":0.000034325476,"threshold_uncertainty_score":0.5008406},"labels":[],"label_agreement":null},{"id":"W4405389249","doi":"10.1093/sleepadvances/zpae070.079","title":"O079 The effect of long-term CPAP on subclinical markers of coronary artery disease in clinic patients with OSA","year":2024,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bentley (Canada)","funders":"","keywords":"Subclinical infection; Medicine; Cardiology; Coronary artery disease; Internal medicine; Disease; Term (time)","score_opus":0.010115275773905013,"score_gpt":0.324896196809304,"score_spread":0.31478092103539895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405389249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960117,0.0019110858,0.000021877782,0.00020119999,0.00034708725,0.0010529805,0.000044617744,0.000022774131,0.00038667952],"genre_scores_gemma":[0.9996006,0.00010123302,0.000032194377,0.000032589447,0.000059927555,0.000052377018,0.0000411461,0.000028848544,0.000051086783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792993,0.0002749833,0.0004533295,0.0003829065,0.00068379694,0.00027506263],"domain_scores_gemma":[0.9974088,0.0018368138,0.000101468235,0.0004379579,0.00007120852,0.00014372963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004981138,0.00018482654,0.0004153499,0.00016607407,0.000025384226,0.000008504816,0.00017783522,0.000052901407,0.00019602884],"category_scores_gemma":[0.00038817903,0.00010135847,0.00015241295,0.00035187145,0.0005385902,0.00014223174,0.000068680965,0.00039818388,0.000036870384],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012833707,0.00026972502,0.86058503,0.0007114725,0.00017810913,0.00024639163,0.0000335979,0.000016008458,0.000032750344,0.000010960213,0.000008421067,0.1250738],"study_design_scores_gemma":[0.0032002898,0.0052740397,0.9897104,0.0007257938,0.00016350692,0.0000028319998,0.00002510503,0.0001512565,0.000576411,0.000037292466,0.000037563794,0.00009549932],"about_ca_topic_score_codex":0.0000033303847,"about_ca_topic_score_gemma":0.000014587756,"teacher_disagreement_score":0.12912536,"about_ca_system_score_codex":0.00006476006,"about_ca_system_score_gemma":0.00003927495,"threshold_uncertainty_score":0.41332784},"labels":[],"label_agreement":null},{"id":"W4405414207","doi":"10.1016/j.sleep.2024.12.016","title":"Prediction of severity of obstructive sleep apnea by awake impulse oscillometry","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pierre Elliott Trudeau Foundation","funders":"","keywords":"Obstructive sleep apnea; Medicine; Impulse (physics); Apnea; Sleep apnea; Cardiology; Audiology; Internal medicine","score_opus":0.01896811674320241,"score_gpt":0.29277838653662963,"score_spread":0.2738102697934272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405414207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96882623,0.007946169,0.0074373567,0.0018174809,0.0019293927,0.0011524453,0.00067845185,0.00022629679,0.009986181],"genre_scores_gemma":[0.99787307,0.00009659604,0.0006494977,0.00007794886,0.00054310664,0.000030840845,0.00023686756,0.00006596752,0.00042613008],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99626875,0.00013563359,0.000919273,0.0006477544,0.0015277108,0.00050090614],"domain_scores_gemma":[0.99785835,0.00034930848,0.00018855763,0.00065363187,0.0005847224,0.0003654571],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008846298,0.0003340289,0.0009150017,0.0008036387,0.000057844376,0.000008147121,0.00024530888,0.00024262331,0.0012378232],"category_scores_gemma":[0.0007502144,0.00026162935,0.00020536325,0.0017896184,0.0011346572,0.0002143868,0.00014164533,0.00068932236,0.000030562795],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077675714,0.0005935938,0.12284527,0.003650129,0.0017918776,0.00018355108,0.002425129,0.00000825373,0.5107965,0.001305258,0.0063550454,0.34926867],"study_design_scores_gemma":[0.015226756,0.007655736,0.56197566,0.0025880097,0.003020907,0.00081902934,0.007663318,0.038105294,0.33492926,0.0028306996,0.024245238,0.00094009633],"about_ca_topic_score_codex":0.0002005797,"about_ca_topic_score_gemma":0.000002642764,"teacher_disagreement_score":0.4391304,"about_ca_system_score_codex":0.00026693163,"about_ca_system_score_gemma":0.00006667509,"threshold_uncertainty_score":0.9999836},"labels":[],"label_agreement":null},{"id":"W4405431310","doi":"10.1007/s12630-024-02872-5","title":"Ambulatory pediatric adenotonsillectomy","year":2024,"lang":"fr","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; Royal University Hospital; University of Saskatchewan; Saskatoon City Hospital","funders":"","keywords":"Ambulatory; Risk stratification; Medicine; Tonsillectomy; Analgesic; Intensive care medicine; Anesthesia; Surgery; Internal medicine","score_opus":0.02448272033548344,"score_gpt":0.28478030383667996,"score_spread":0.26029758350119653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405431310","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031826947,0.95415497,0.000008816135,0.003869951,0.0073844367,0.0011711781,0.00007697768,0.000027114871,0.0014796335],"genre_scores_gemma":[0.0458507,0.9116511,0.0005090095,0.00014288111,0.032925177,0.000028820456,0.00004834199,0.0010001039,0.007843903],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.98485225,0.0015120469,0.0048258975,0.0011214272,0.0028523454,0.0048360224],"domain_scores_gemma":[0.9738326,0.00063119957,0.0029036198,0.0010959506,0.0034668634,0.018069778],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005892036,0.0022000386,0.005588985,0.009614268,0.0012592886,0.0014339713,0.0028264856,0.0020143602,0.0054301037],"category_scores_gemma":[0.0018711266,0.001873672,0.003774399,0.004403325,0.001371877,0.0009166532,0.00007472924,0.012232876,0.0030107808],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000076607634,0.00007692255,0.0018543549,0.010812967,0.0017761716,0.87161803,0.00086459075,0.000025851292,0.0000015483199,0.00058166526,0.021571225,0.09074006],"study_design_scores_gemma":[0.00081207615,0.0014105976,0.0005094946,0.008940266,0.008412185,0.57131,0.00039227336,0.00001906104,0.0000020223415,0.00014020172,0.40715715,0.0008946624],"about_ca_topic_score_codex":0.007561461,"about_ca_topic_score_gemma":0.0071436623,"teacher_disagreement_score":0.38558593,"about_ca_system_score_codex":0.015815528,"about_ca_system_score_gemma":0.07051376,"threshold_uncertainty_score":0.9996026},"labels":[],"label_agreement":null},{"id":"W4405443775","doi":"10.55905/cuadv16n12-163","title":"Apneia obstrutiva do sono e obesidade, um círculo vicioso","year":2024,"lang":"pt","type":"article","venue":"Cuadernos de Educación y Desarrollo","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Psychology; Physics; Humanities; Medicine; Art","score_opus":0.02325689483503765,"score_gpt":0.3192024419947507,"score_spread":0.295945547159713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405443775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87146604,0.0743677,0.0015957392,0.017175594,0.016443864,0.0032605643,0.00037804552,0.001176625,0.014135842],"genre_scores_gemma":[0.9633051,0.0005181388,0.00083959586,0.00083033205,0.0073150788,0.00028706182,0.000115942385,0.0006479014,0.026140854],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9883647,0.0008134558,0.0016215082,0.0028376298,0.002406471,0.003956234],"domain_scores_gemma":[0.9930193,0.0013703307,0.00026331798,0.0023555213,0.0005780544,0.0024135187],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0016437641,0.0016758943,0.0017617382,0.0015876401,0.00064301107,0.0013839036,0.0014982175,0.0014740339,0.012986279],"category_scores_gemma":[0.0017370207,0.001653069,0.0012559207,0.002756206,0.0011540146,0.00075481785,0.0007246475,0.0043982817,0.016701177],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026715985,0.0049029333,0.28115442,0.014559481,0.0109011475,0.016521387,0.04524085,0.00017934584,0.11562124,0.011125047,0.15294138,0.34418118],"study_design_scores_gemma":[0.014809529,0.0052235527,0.25185037,0.010952105,0.0076675443,0.007180889,0.06913528,0.040860105,0.064248465,0.0063220137,0.51294535,0.008804754],"about_ca_topic_score_codex":0.00015513744,"about_ca_topic_score_gemma":0.000016043261,"teacher_disagreement_score":0.360004,"about_ca_system_score_codex":0.0029849987,"about_ca_system_score_gemma":0.002477982,"threshold_uncertainty_score":0.99982226},"labels":[],"label_agreement":null},{"id":"W4405489724","doi":"10.1109/embc53108.2024.10782964","title":"Laying the Foundation: Modern Transformers for Gold-Standard Sleep Analysis and Beyond","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"HORIZON EUROPE Health; National Center for Research Resources; York University; Case Western Reserve University; Johns Hopkins University; University of Minnesota; National Institute on Aging; University of Washington; Boston University","keywords":"Foundation (evidence); Transformer; Computer science; Sleep (system call); Engineering; Electrical engineering; History; Archaeology; Programming language","score_opus":0.019980822043713833,"score_gpt":0.32501754297268054,"score_spread":0.3050367209289667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405489724","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1450106,0.00075507804,0.8141862,0.012601012,0.00013031985,0.00093220104,0.00003834563,0.000103239305,0.026242955],"genre_scores_gemma":[0.99564,0.000033047963,0.002394853,0.00019425027,0.00009434703,0.0000605397,0.000035285993,0.000018819524,0.0015288919],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902517,0.000019818835,0.0001514998,0.00026030638,0.00032581764,0.00021739799],"domain_scores_gemma":[0.99943167,0.00022714616,0.000010171465,0.00012695587,0.00011210201,0.00009193998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039387806,0.000097273645,0.0001912883,0.00023223796,0.000114289316,0.00012559553,0.00004932684,0.000044987242,0.00040505253],"category_scores_gemma":[0.00004294395,0.000057804653,0.00016501761,0.0006481535,0.0001198544,0.00013341973,0.000017407527,0.00013994321,0.000010450442],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002848512,0.000017286622,0.0067690955,0.000235574,0.0029963579,0.000012208055,0.0011745462,0.000022313237,0.0034320927,0.0071266014,0.00020499773,0.9777241],"study_design_scores_gemma":[0.0029801556,0.00066586357,0.010920179,0.000035342815,0.0062711365,0.000060272003,0.005613917,0.9230868,0.0064169345,0.008231414,0.03534513,0.0003728184],"about_ca_topic_score_codex":0.000021450762,"about_ca_topic_score_gemma":0.00006365374,"teacher_disagreement_score":0.97735125,"about_ca_system_score_codex":0.00008637113,"about_ca_system_score_gemma":0.000032152493,"threshold_uncertainty_score":0.44350412},"labels":[],"label_agreement":null},{"id":"W4405490198","doi":"10.1109/embc53108.2024.10782866","title":"Towards an Accessible Speech-based Obstructive Sleep Apnea Screening Tool for Underserved Populations","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of British Columbia; Toronto Western Hospital; University of Toronto; Toronto General Hospital; University Health Network; Toronto Rehabilitation Institute","funders":"HORIZON EUROPE Health","keywords":"Obstructive sleep apnea; Computer science; Sleep (system call); Speech recognition; Sleep apnea; Medicine; Internal medicine","score_opus":0.11503865888251136,"score_gpt":0.38683278523702613,"score_spread":0.2717941263545148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405490198","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35736135,0.00015232238,0.6289318,0.002791914,0.00056735653,0.001846694,0.0001066219,0.0006626918,0.0075792274],"genre_scores_gemma":[0.8131111,5.2464617e-7,0.18514813,0.0002130094,0.0003207626,0.00013187142,0.00029129346,0.00007411562,0.00070918276],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977964,0.000071668386,0.00035896484,0.0006436778,0.0005884064,0.0005408541],"domain_scores_gemma":[0.99864167,0.00018162382,0.000041360185,0.0005007205,0.00036874617,0.0002658599],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003876909,0.00025135517,0.00032552797,0.00046153637,0.00021083216,0.0002445423,0.00021240562,0.0001579112,0.0012944926],"category_scores_gemma":[0.00030858052,0.00021349074,0.00023666781,0.0007636144,0.00013632575,0.00063103635,0.00007566338,0.00032911726,0.000037421712],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010232183,0.00037588747,0.036907874,0.0009685531,0.00066616305,0.00018453186,0.00039195412,0.0005953635,0.017323237,0.06363769,0.0005249392,0.8774006],"study_design_scores_gemma":[0.0038845362,0.00084170594,0.16104749,0.00014066044,0.00042393612,0.00006109056,0.001840889,0.7757833,0.042144146,0.011225138,0.0019914047,0.0006156858],"about_ca_topic_score_codex":0.00013675225,"about_ca_topic_score_gemma":0.00008820294,"teacher_disagreement_score":0.8767849,"about_ca_system_score_codex":0.0002369064,"about_ca_system_score_gemma":0.00014340633,"threshold_uncertainty_score":0.9996185},"labels":[],"label_agreement":null},{"id":"W4405506191","doi":"10.1016/j.revmed.2024.12.002","title":"Chez les personnes avec obésité et apnée du sommeil obstructive modérée à sévère, est-ce que le tirzépatide est efficace pour diminuer l’indice d’apnée-hypopnée comparativement au placebo tout en étant sécuritaire ?","year":2024,"lang":"fr","type":"letter","venue":"La Revue de Médecine Interne","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université de Sherbrooke","funders":"","keywords":"Medicine","score_opus":0.017393396149131875,"score_gpt":0.2844743495257644,"score_spread":0.2670809533766325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405506191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70958745,0.004399854,0.0020963452,0.263134,0.0027025354,0.0034242785,0.0010774479,0.00034868775,0.013229371],"genre_scores_gemma":[0.9256303,0.0005291788,0.0022232363,0.0077010696,0.014730133,0.0010682524,0.0013373418,0.0009028996,0.04587762],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98546165,0.0031268501,0.0024418696,0.0035664493,0.0021652828,0.003237896],"domain_scores_gemma":[0.9882919,0.0063285404,0.001150873,0.0022138346,0.000865851,0.001148981],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0024516215,0.0028349962,0.0036737772,0.0012548381,0.0006256872,0.00047984434,0.0022559587,0.0022333183,0.0021699024],"category_scores_gemma":[0.0023445413,0.002762836,0.0013780551,0.000994295,0.0019340098,0.0004986211,0.0025589457,0.008623572,0.0032638854],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011845938,0.010952081,0.3503747,0.024286756,0.019230697,0.06283906,0.23852731,0.002338266,0.034819685,0.051600087,0.15844172,0.0347437],"study_design_scores_gemma":[0.052322607,0.0037101337,0.23289958,0.026547702,0.0060134977,0.018445022,0.04045147,0.05571976,0.027828597,0.0017999316,0.5266738,0.007587913],"about_ca_topic_score_codex":0.0070504914,"about_ca_topic_score_gemma":0.0056368764,"teacher_disagreement_score":0.36823207,"about_ca_system_score_codex":0.008026899,"about_ca_system_score_gemma":0.0016320992,"threshold_uncertainty_score":0.99956167},"labels":[],"label_agreement":null},{"id":"W4405566965","doi":"10.2196/51615","title":"Efficient Screening in Obstructive Sleep Apnea Using Sequential Machine Learning Models, Questionnaires, and Pulse Oximetry Signals: Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Science and Technology Council; Shanghai Educational Development Foundation; Case Western Reserve University; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Obstructive sleep apnea; Pulse oximetry; Pittsburgh Sleep Quality Index; Polysomnography; Medicine; Sleep apnea; Oxygen saturation; Test set; Physical therapy; Receiver operating characteristic; Gold standard (test); Artificial intelligence; Machine learning; Apnea; Computer science; Internal medicine; Sleep quality; Insomnia; Anesthesia","score_opus":0.12265586402172529,"score_gpt":0.4727343344525338,"score_spread":0.35007847043080853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405566965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80381453,0.008601967,0.18549621,0.0009793529,0.0004842984,0.0004885554,0.0000026448463,0.000026899324,0.000105536266],"genre_scores_gemma":[0.9864833,0.000071023,0.012732536,0.00001769118,0.00053721206,0.000011759363,0.0000031738982,0.00006557078,0.00007775165],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98681605,0.0050717243,0.0012173554,0.00061444414,0.0054364265,0.0008440243],"domain_scores_gemma":[0.9952703,0.002408894,0.00016082526,0.00024588534,0.00095893507,0.00095513865],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.028626682,0.0002824245,0.00079272885,0.0026591197,0.0001257486,0.00028399748,0.00056022714,0.00032445788,0.00060558063],"category_scores_gemma":[0.0073696463,0.00021563214,0.00019732915,0.001550188,0.0006703604,0.00024478478,0.00096489914,0.006949748,0.0000069061552],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002776854,0.0016313377,0.027514815,0.00070065446,0.0018194554,0.016891237,0.0069344896,0.00970021,0.01176211,0.00068007346,0.00006632086,0.91952246],"study_design_scores_gemma":[0.0024445704,0.001506067,0.0056862338,0.0013781566,0.0001173656,0.0023074003,0.0061822827,0.9779423,0.0017874389,0.00040501123,0.000080167476,0.00016300303],"about_ca_topic_score_codex":0.0017050725,"about_ca_topic_score_gemma":0.00007491435,"teacher_disagreement_score":0.9682421,"about_ca_system_score_codex":0.0006527996,"about_ca_system_score_gemma":0.00035867598,"threshold_uncertainty_score":0.99534124},"labels":[],"label_agreement":null},{"id":"W4405913495","doi":"10.31083/j.rcm2512463","title":"An Artificial Intelligence-Based Non-Invasive Approach for Cardiovascular Disease Risk Stratification in Obstructive Sleep Apnea Patients: A Narrative Review","year":2024,"lang":"en","type":"review","venue":"Reviews in Cardiovascular Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Risk stratification; Obstructive sleep apnea; Sleep apnea; Intensive care medicine; Disease; Cardiology; Narrative review; Internal medicine","score_opus":0.07571218083777677,"score_gpt":0.3719203160395288,"score_spread":0.29620813520175204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405913495","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000073649708,0.9236872,0.038735993,0.000065891196,0.0006584375,0.03628536,0.00032095457,0.00007915678,0.00015963147],"genre_scores_gemma":[0.00026066098,0.97138417,0.0043130564,0.00009640668,0.0013280429,0.01657263,0.0057022846,0.0003347135,0.000008059553],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.982387,0.0050429455,0.0046909796,0.0037791848,0.0028474932,0.0012524088],"domain_scores_gemma":[0.9909571,0.00066962326,0.0010058973,0.0053235064,0.0011148583,0.0009290287],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":["metaepi_narrow","metaepi_broad"],"category_scores_codex":[0.012821838,0.0019943968,0.014646981,0.001988067,0.00018179728,0.000067134184,0.0010540179,0.00076059706,0.000054164735],"category_scores_gemma":[0.008942269,0.0014211533,0.011822999,0.0048395577,0.0007818252,0.00031155438,0.00015318557,0.002866228,0.00008614862],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008997377,0.00044927932,0.000033013464,0.23948252,0.005582528,0.00015195836,0.00042421717,0.00024316195,2.520518e-7,0.00007093419,0.000077551435,0.7533946],"study_design_scores_gemma":[0.00270706,0.0012598265,0.00011821991,0.33468077,0.120281614,0.00007913853,0.0011307588,0.005941214,0.0000046994555,0.00055684114,0.5308142,0.0024257111],"about_ca_topic_score_codex":0.00014939319,"about_ca_topic_score_gemma":0.000019843601,"teacher_disagreement_score":0.7509689,"about_ca_system_score_codex":0.002288772,"about_ca_system_score_gemma":0.001057526,"threshold_uncertainty_score":0.99998164},"labels":[],"label_agreement":null},{"id":"W4406109202","doi":"10.58931/cwht.2024.1316","title":"Obstructive Sleep Apnea in Women","year":2024,"lang":"en","type":"article","venue":"Canadian Women s Health Today","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Sleep apnea; Cardiology; Computer science","score_opus":0.016224017348509874,"score_gpt":0.30353754326969495,"score_spread":0.2873135259211851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406109202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9642374,0.0018899745,0.000026115416,0.017427947,0.0008982219,0.0011425414,0.00014025747,0.0001242639,0.014113304],"genre_scores_gemma":[0.9928679,0.000037179285,0.00016168729,0.004560011,0.00027533819,0.00038384233,0.000024003379,0.00007504405,0.0016149941],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961695,0.00015942004,0.00043811076,0.00062523724,0.0004151923,0.0021925224],"domain_scores_gemma":[0.99614954,0.0001245559,0.000035971865,0.00044451992,0.0000895508,0.00315587],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010546906,0.00023995034,0.0004959965,0.0014114379,0.00014262232,0.00007111322,0.00018701532,0.00016928764,0.0022667134],"category_scores_gemma":[0.00019083847,0.00023909657,0.000054523643,0.0014277276,0.00015402344,0.00016575739,0.000040272575,0.0009162513,0.00064572156],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034141695,0.00009484016,0.016214168,0.0019909737,0.00030796946,0.0031975105,0.06867543,0.000013348407,0.00023442291,0.008538701,0.00352974,0.8968615],"study_design_scores_gemma":[0.0035342905,0.0015957108,0.2477622,0.0005150698,0.000014709646,0.0004071274,0.033862915,0.0038022702,0.000146584,0.0057004965,0.70174533,0.00091330236],"about_ca_topic_score_codex":0.03010485,"about_ca_topic_score_gemma":0.031126147,"teacher_disagreement_score":0.8959482,"about_ca_system_score_codex":0.017477054,"about_ca_system_score_gemma":0.002878875,"threshold_uncertainty_score":0.99864537},"labels":[],"label_agreement":null},{"id":"W4406199557","doi":"10.1183/13993003.02087-2024","title":"A comparison of respiratory event-related electroencephalographic activity in obstructive sleep apnoea alone<i>versus</i>co-morbid insomnia and sleep apnoea","year":2025,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Calgary; Hotchkiss Brain Institute; University of British Columbia","funders":"Mitacs; Canadian Lung Association","keywords":"Medicine; Insomnia; Apnea; Sleep (system call); Obstructive sleep apnea; Sleep apnea; Anesthesia; Respiratory system; Cardiology; Internal medicine; Psychiatry","score_opus":0.03863902547871189,"score_gpt":0.3421663639785738,"score_spread":0.3035273384998619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406199557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96172315,0.009472585,0.00021672325,0.012104266,0.0018132733,0.0020528329,0.00014826917,0.00015776469,0.012311143],"genre_scores_gemma":[0.96443707,0.00017192116,0.0002401077,0.031909034,0.0025342111,0.000040649757,0.000069418966,0.00038473197,0.00021287742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98612165,0.005676506,0.0025123067,0.0016233515,0.002325877,0.0017403226],"domain_scores_gemma":[0.9942965,0.00080232415,0.001977952,0.0013746148,0.00092766393,0.0006209753],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003203304,0.0012628891,0.0025702228,0.0041273553,0.00046076247,0.00019282498,0.0011255972,0.0010965943,0.00025722536],"category_scores_gemma":[0.0011586113,0.0012358738,0.00075830676,0.0021712228,0.0014361099,0.00052372686,0.00050004176,0.015216202,0.00006545887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014740109,0.0024641752,0.48614392,0.0032802194,0.009182998,0.035307974,0.0029962815,0.00011548415,0.10157399,0.00012382347,0.19240807,0.15166295],"study_design_scores_gemma":[0.032836434,0.0080101965,0.56348073,0.0023515522,0.0019128537,0.0009107382,0.0005836377,0.00033576138,0.014109554,0.00018885724,0.37271622,0.002563492],"about_ca_topic_score_codex":0.00002571877,"about_ca_topic_score_gemma":0.00003306728,"teacher_disagreement_score":0.18030813,"about_ca_system_score_codex":0.0009782386,"about_ca_system_score_gemma":0.0006185954,"threshold_uncertainty_score":0.99900913},"labels":[],"label_agreement":null},{"id":"W4406237391","doi":"10.5664/jcsm.11562","title":"Evolving trends in novel sleep tracking and sleep testing technology publications between 2020 and 2022","year":2025,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Sleep (system call); Medicine; Tracking (education); Data science; Physical medicine and rehabilitation; Psychology; Computer science","score_opus":0.18853923299664932,"score_gpt":0.49680272520983626,"score_spread":0.30826349221318694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406237391","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009132546,0.9847085,0.000700566,0.010670999,0.00062195334,0.0007065151,0.00002718748,0.000046897945,0.0016041384],"genre_scores_gemma":[0.006988219,0.9830765,0.00571104,0.00017636405,0.0035911102,0.00003825048,0.00005858436,0.00009866913,0.0002612202],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910588,0.0004809893,0.005688479,0.00089132343,0.0011587184,0.000721678],"domain_scores_gemma":[0.9832998,0.011047517,0.0028341184,0.00068562344,0.0012854249,0.0008475314],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0072467597,0.0006462936,0.0064811087,0.0044088652,0.00015036302,0.000055574787,0.0006592443,0.001213338,0.00023010475],"category_scores_gemma":[0.05628239,0.00046172232,0.00050759397,0.005326756,0.0010972371,0.00029643506,0.0005265267,0.0061470713,0.0000031497689],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000417346,0.00021933945,0.05914562,0.0037261378,0.0008009196,0.00022757702,0.0000358182,3.111509e-7,0.0000048136326,0.00008593417,0.00018638161,0.9355254],"study_design_scores_gemma":[0.019847782,0.005920527,0.2802568,0.08820547,0.01727161,0.0049096327,0.00043444723,0.0013265354,0.0000018565707,0.0007122516,0.57988256,0.0012305082],"about_ca_topic_score_codex":0.000017893093,"about_ca_topic_score_gemma":0.000015120578,"teacher_disagreement_score":0.9342949,"about_ca_system_score_codex":0.0003653858,"about_ca_system_score_gemma":0.00047783076,"threshold_uncertainty_score":0.99978346},"labels":[],"label_agreement":null},{"id":"W4406358983","doi":"10.15331/jdsm.7364","title":"Oral Appliances and Malocclusions","year":2025,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Orthodontics; Dentistry; Computer science; Medicine","score_opus":0.015938779448858173,"score_gpt":0.3466652437221965,"score_spread":0.3307264642733383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406358983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97303843,0.003488763,0.0011554498,0.008791207,0.0006353484,0.0002312674,0.0000011760843,0.000010533598,0.0126478225],"genre_scores_gemma":[0.9967871,0.0001979323,0.0012208917,0.0007358643,0.0003216828,0.000002073273,0.0000017849302,0.000009591865,0.0007231223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986158,0.000042100968,0.0004343417,0.00013072342,0.0005785319,0.00019847095],"domain_scores_gemma":[0.99917936,0.00011297968,0.00014541132,0.00013051022,0.00018240866,0.0002493406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004766329,0.000119144956,0.00044048685,0.00032517812,0.00008042081,0.000008773489,0.00012501316,0.00006381915,0.00048627311],"category_scores_gemma":[0.00036980055,0.00007809567,0.000070761766,0.00042688538,0.00038707495,0.000102009355,0.00013261617,0.00041337224,0.000009155727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016881239,0.00031073656,0.74131185,0.00019587127,0.0005087939,0.0011333061,0.0002811351,0.0000030240606,0.038121004,0.00081524724,0.008088195,0.20754272],"study_design_scores_gemma":[0.015256347,0.002635545,0.9364795,0.0010403347,0.0008772677,0.0046267086,0.0038575325,0.0006408544,0.004175744,0.0013774073,0.028844038,0.0001887269],"about_ca_topic_score_codex":0.000021912829,"about_ca_topic_score_gemma":0.000012484684,"teacher_disagreement_score":0.207354,"about_ca_system_score_codex":0.00012534506,"about_ca_system_score_gemma":0.000032167554,"threshold_uncertainty_score":0.53243494},"labels":[],"label_agreement":null},{"id":"W4406390347","doi":"10.1016/s1544-8800(08)70176-3","title":"10.1016/s1544-8800(08)70176-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Circadian rhythm; Sleep apnea; Sleep (system call); Apnea; Medicine; Internal medicine; Audiology; Cardiology; Neuroscience; Psychology; Computer science","score_opus":0.010263043021522773,"score_gpt":0.2337990287460736,"score_spread":0.22353598572455083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406390347","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060526584,0.00007682463,0.0000015762027,0.0010093076,0.0000019489464,0.0004883057,0.000015516358,0.00014692683,0.99220693],"genre_scores_gemma":[0.0014945719,2.3700446e-7,0.00032550635,0.00006168421,0.0002859241,0.000032614036,0.000024245966,0.00004936929,0.99772584],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983804,0.00005372988,0.00021187561,0.0003487693,0.00051797275,0.0004872199],"domain_scores_gemma":[0.9988424,0.00006630747,0.000021898473,0.0005267644,0.00013030854,0.0004123289],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019613982,0.00017188951,0.0002752104,0.00016239412,0.000077828736,0.000029926745,0.00019760923,0.00009103732,0.9991415],"category_scores_gemma":[0.0001376056,0.0001566151,0.00009771921,0.00038054655,0.000090308975,0.00008350869,0.00006923892,0.00027222777,0.9984462],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046537322,0.00012498748,0.0000029154346,0.000021143365,0.00006570181,0.00006899549,0.000021986498,0.0000059551967,0.0009379819,0.0000014458724,0.11160363,0.8866799],"study_design_scores_gemma":[0.00100111,0.00043082863,0.0009884326,0.000024035811,0.000040321138,0.000059409915,0.000002738376,0.00027845005,0.0011498774,0.0000068841396,0.9958586,0.00015932845],"about_ca_topic_score_codex":0.000034990102,"about_ca_topic_score_gemma":2.0146018e-7,"teacher_disagreement_score":0.88652056,"about_ca_system_score_codex":0.00012946675,"about_ca_system_score_gemma":0.000040896044,"threshold_uncertainty_score":0.63865787},"labels":[],"label_agreement":null},{"id":"W4406411507","doi":"10.1016/j.ypdi.2014.02.010","title":"10.1016/j.ypdi.2014.02.010","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Sleep apnea; Continuous positive airway pressure; Airway; Positive airway pressure; Obstructive sleep apnea; Apnea; Sleep (system call); Anesthesia; Intensive care medicine","score_opus":0.008536954499950303,"score_gpt":0.2306269419629726,"score_spread":0.22208998746302228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406411507","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00549981,0.00008832264,0.0000015133464,0.001110491,0.0000020548825,0.00044651414,0.000014130237,0.00014457735,0.9926926],"genre_scores_gemma":[0.0015269716,3.156354e-7,0.00031706147,0.000068194146,0.00028090616,0.00002762953,0.000023144614,0.000047738948,0.997708],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985155,0.00004983618,0.00018721599,0.00032563825,0.0004724544,0.00044938925],"domain_scores_gemma":[0.998912,0.00006267917,0.00001929315,0.0005034181,0.000120530276,0.00038211542],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018891336,0.00015739189,0.0002536708,0.00015127508,0.00006670872,0.000026464597,0.0001824646,0.00008921481,0.99914664],"category_scores_gemma":[0.000113206734,0.000142172,0.00008567954,0.00028765248,0.00008617614,0.00007508947,0.000063308275,0.00026940563,0.99834096],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035947424,0.000106226165,0.0000036534773,0.000016241907,0.000052695956,0.00004514452,0.000017884935,0.0000036808142,0.0010179522,0.0000012276533,0.19679032,0.8015855],"study_design_scores_gemma":[0.0008726228,0.00043953708,0.0006583251,0.000017543098,0.000035389025,0.000050697578,0.0000024565413,0.0002394011,0.0012244111,0.0000072137072,0.9963071,0.00014535415],"about_ca_topic_score_codex":0.000034116558,"about_ca_topic_score_gemma":1.8227043e-7,"teacher_disagreement_score":0.8014401,"about_ca_system_score_codex":0.000102042795,"about_ca_system_score_gemma":0.00003489629,"threshold_uncertainty_score":0.57976055},"labels":[],"label_agreement":null},{"id":"W4406414008","doi":"10.1016/s1558-0164(07)70075-5","title":"10.1016/s1558-0164(07)70075-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Apnea; Intensive care medicine; Pediatrics; Internal medicine","score_opus":0.010109571355370491,"score_gpt":0.23413526971473178,"score_spread":0.22402569835936129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406414008","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050739124,0.00007305787,0.0000017385258,0.00091884664,0.0000019419567,0.00048042592,0.000016787126,0.00015014192,0.99328315],"genre_scores_gemma":[0.0013324927,2.411325e-7,0.00032251165,0.00007124336,0.0002911231,0.00003187627,0.000025654643,0.000050247767,0.9978746],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983771,0.00005316191,0.00020659744,0.0003495341,0.00052305544,0.0004905687],"domain_scores_gemma":[0.9988483,0.0000675728,0.000021077787,0.00051711075,0.00013057896,0.00041534944],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002000295,0.00017246533,0.00027496272,0.00015850896,0.000074476906,0.000028756443,0.00019465509,0.000090083806,0.9993622],"category_scores_gemma":[0.00013672408,0.00015639294,0.000092025075,0.00035805115,0.0000889804,0.00008147888,0.000068721165,0.00027143155,0.9995987],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075494323,0.00020265054,0.0000012355397,0.000032748412,0.000106520965,0.00011597687,0.000035281526,0.0000081104845,0.0013316178,0.0000025541542,0.3325833,0.664825],"study_design_scores_gemma":[0.00095762056,0.00044739948,0.0006123866,0.00002339389,0.000039813684,0.00006336642,0.0000028882405,0.00024347163,0.0010533399,0.0000074652103,0.99638826,0.00016061592],"about_ca_topic_score_codex":0.000026616699,"about_ca_topic_score_gemma":1.3816036e-7,"teacher_disagreement_score":0.66466445,"about_ca_system_score_codex":0.00013202077,"about_ca_system_score_gemma":0.000041193347,"threshold_uncertainty_score":0.63775194},"labels":[],"label_agreement":null},{"id":"W4406414828","doi":"10.1016/s1544-8800(06)70980-0","title":"10.1016/s1544-8800(06)70980-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Concomitant; Medicine; Sleep apnea; Cardiology; Central sleep apnea; Internal medicine; Apnea; Polysomnography","score_opus":0.010124968180539099,"score_gpt":0.23315796888331725,"score_spread":0.22303300070277815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406414828","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0079524005,0.000073612224,0.0000015419648,0.0010168359,0.0000013163387,0.000487145,0.000015828366,0.00014825002,0.9903031],"genre_scores_gemma":[0.0016707758,2.5334666e-7,0.00031690882,0.000048812246,0.00029350878,0.00003255127,0.000031248022,0.00004978703,0.99755615],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983825,0.000054111755,0.00020534526,0.00034733603,0.00052009325,0.0004906167],"domain_scores_gemma":[0.9988477,0.000067406734,0.00002011174,0.0005140624,0.00012962212,0.00042108886],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018743926,0.00017177565,0.00027423806,0.00016367354,0.00007456878,0.000029409477,0.00019298641,0.000091117414,0.9988595],"category_scores_gemma":[0.00013204703,0.00015653939,0.00009392958,0.00039507454,0.000088366265,0.000082067,0.00006860576,0.00027239573,0.99846333],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041599388,0.0001405692,0.0000050321423,0.0000236758,0.00007193341,0.000069566464,0.000025180085,0.0000065162726,0.0012656761,0.0000014292393,0.14782906,0.8501454],"study_design_scores_gemma":[0.00096375745,0.00038177235,0.0009697387,0.00002313905,0.000040743016,0.00005732667,0.0000033080742,0.0002703982,0.0011595751,0.000006386941,0.99596477,0.00015907391],"about_ca_topic_score_codex":0.000028118826,"about_ca_topic_score_gemma":1.5659751e-7,"teacher_disagreement_score":0.8499863,"about_ca_system_score_codex":0.00012824507,"about_ca_system_score_gemma":0.000041251198,"threshold_uncertainty_score":0.6383491},"labels":[],"label_agreement":null},{"id":"W4406427189","doi":"10.1016/s1544-8800(06)70981-2","title":"10.1016/s1544-8800(06)70981-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Sleep apnea; Central sleep apnea; Cardiology; Apnea; Sleep (system call); Internal medicine; Obstructive sleep apnea; Intensive care medicine; Polysomnography; Computer science","score_opus":0.010262905172735783,"score_gpt":0.23373250105881216,"score_spread":0.22346959588607637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406427189","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007444168,0.00007147287,0.0000015801835,0.001068628,0.0000013320533,0.00048827622,0.00001573628,0.00014916294,0.9907597],"genre_scores_gemma":[0.0017018693,2.495757e-7,0.00032040846,0.00006388872,0.00027973508,0.000032587574,0.000031595355,0.000049807233,0.99751985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838066,0.00005471796,0.00020512345,0.00034788193,0.0005203187,0.0004912713],"domain_scores_gemma":[0.9988474,0.00006803504,0.000020079191,0.00051454915,0.00013127243,0.00041865086],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018898142,0.00017189143,0.00027476234,0.00016349174,0.00007476849,0.000029058196,0.00019312256,0.00009121683,0.99886644],"category_scores_gemma":[0.00013455734,0.00015661475,0.00009409922,0.0003949854,0.00008869989,0.00008216378,0.00006865418,0.00027270592,0.9984644],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039298038,0.00013413359,0.0000042226634,0.000022327175,0.00006984465,0.00006682599,0.00002437838,0.0000062497606,0.0010866004,0.0000016496541,0.16132203,0.83686876],"study_design_scores_gemma":[0.00095621205,0.00038333505,0.0011080279,0.000023499746,0.00004033277,0.000057773836,0.0000029158043,0.00027823934,0.0010049298,0.00000671332,0.99597883,0.00015917722],"about_ca_topic_score_codex":0.000032963115,"about_ca_topic_score_gemma":1.6870011e-7,"teacher_disagreement_score":0.83670956,"about_ca_system_score_codex":0.00012953582,"about_ca_system_score_gemma":0.00004099701,"threshold_uncertainty_score":0.6386564},"labels":[],"label_agreement":null},{"id":"W4406441466","doi":"10.1016/s0029-7437(07)70636-5","title":"10.1016/s0029-7437(07)70636-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pregnancy; Sleep apnea; Medicine; Sleep (system call); Apnea; Obstructive sleep apnea; Obstetrics; Pediatrics; Cardiology; Internal medicine; Computer science; Biology","score_opus":0.011670521514940283,"score_gpt":0.24126379560224614,"score_spread":0.22959327408730587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406441466","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005615819,0.00007095368,0.0000016956828,0.00090420415,3.646505e-7,0.0004799906,0.000012544275,0.00017048158,0.99274397],"genre_scores_gemma":[0.0014683374,2.5928466e-7,0.00031738757,0.00006360266,0.00028977785,0.00003299011,0.000024822553,0.000049640203,0.9977532],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983987,0.000052864387,0.0002048515,0.0003463332,0.00051350164,0.00048371742],"domain_scores_gemma":[0.9989305,0.000065970096,0.000020501851,0.00044466887,0.0001282317,0.0004101332],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018991188,0.0001714229,0.00027315252,0.00015897308,0.000074593336,0.00002904581,0.00017623535,0.00009039469,0.99948263],"category_scores_gemma":[0.00013122377,0.00015623048,0.00009372723,0.00035985236,0.00008542596,0.00008361171,0.00006793245,0.00027074578,0.99895513],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044089608,0.00014193775,0.000003330607,0.000020483778,0.000066244036,0.000051958876,0.000019192808,0.0000051317907,0.0007801025,9.700314e-7,0.3860769,0.61239284],"study_design_scores_gemma":[0.0009308249,0.00048327944,0.00062528404,0.000023368682,0.000039972056,0.000057708126,0.0000027455376,0.0003890705,0.001006268,0.0000061872793,0.9962768,0.0001584961],"about_ca_topic_score_codex":0.000026633781,"about_ca_topic_score_gemma":1.3971825e-7,"teacher_disagreement_score":0.61223435,"about_ca_system_score_codex":0.00012921494,"about_ca_system_score_gemma":0.00003758721,"threshold_uncertainty_score":0.63708943},"labels":[],"label_agreement":null},{"id":"W4406447453","doi":"10.1016/j.yoto.2012.09.001","title":"10.1016/j.yoto.2012.09.001","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Central sleep apnea; Index (typography); Apnea; Pediatrics; Anesthesia; Polysomnography; Computer science; World Wide Web","score_opus":0.011217098138416605,"score_gpt":0.23863498214376533,"score_spread":0.22741788400534874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406447453","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047652917,0.000085408945,7.159833e-7,0.00070823764,0.0000018658299,0.00052110536,0.000016876877,0.00013374983,0.9937667],"genre_scores_gemma":[0.0007947996,2.3972026e-7,0.00019584733,0.000051116593,0.00028087117,0.00003635228,0.00003356671,0.000045455,0.99856174],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985176,0.000049583763,0.00018459102,0.00030959892,0.00047008498,0.00046854763],"domain_scores_gemma":[0.99892074,0.000058877136,0.00001876692,0.00047813746,0.00012446329,0.00039900505],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018318591,0.00015657253,0.00025025388,0.00014967941,0.0000672135,0.000025434192,0.0001761327,0.00008510639,0.99953234],"category_scores_gemma":[0.00009463109,0.00013979389,0.000073834875,0.0003196448,0.00008117022,0.0001028215,0.0000626687,0.00024778972,0.9983975],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035347982,0.00014336174,0.0000018558035,0.000015678097,0.000051945837,0.000047186524,0.000009579675,0.0000024922242,0.0006838688,0.0000010355423,0.1322681,0.8664214],"study_design_scores_gemma":[0.0011253019,0.0005329875,0.0004818905,0.000018994639,0.000035341734,0.00005298145,0.0000013436699,0.0001812753,0.0007325667,0.000005479058,0.9966871,0.00014473617],"about_ca_topic_score_codex":0.000030454295,"about_ca_topic_score_gemma":1.9670472e-7,"teacher_disagreement_score":0.8662767,"about_ca_system_score_codex":0.00010770382,"about_ca_system_score_gemma":0.000030694864,"threshold_uncertainty_score":0.57006294},"labels":[],"label_agreement":null},{"id":"W4406451923","doi":"10.1016/s1155-195x(15)50801-3","title":"10.1016/s1155-195x(15)50801-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.009795923712306746,"score_gpt":0.23277077650072703,"score_spread":0.22297485278842027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406451923","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059196237,0.00008109384,0.0000015635455,0.001034662,0.0000019669985,0.00049260654,0.000017714874,0.00015156796,0.9922992],"genre_scores_gemma":[0.0015876633,2.1531372e-7,0.0003192803,0.00008011796,0.00028382856,0.00003304395,0.000028428869,0.00004970153,0.9976177],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983976,0.000053419113,0.00020543704,0.000349836,0.00050831673,0.00048537817],"domain_scores_gemma":[0.99885446,0.000067598696,0.000020566136,0.000518844,0.00012801765,0.0004105342],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019550555,0.00017067438,0.00027477855,0.00016601286,0.00007520142,0.000028795033,0.00019476481,0.00009079448,0.99919736],"category_scores_gemma":[0.00013389642,0.00015668028,0.000093229195,0.00039682287,0.00008883499,0.00008255522,0.00006888692,0.00027143944,0.99794906],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046237677,0.00012679718,0.000003155764,0.00002085449,0.00006696121,0.000066183726,0.000024612797,0.0000057525117,0.00097171846,0.0000013258688,0.13207728,0.86617297],"study_design_scores_gemma":[0.0009829238,0.00043290047,0.0006438205,0.000023283032,0.000040276926,0.000057228495,0.0000031641716,0.00025412935,0.0011364687,0.0000065950403,0.9962596,0.00015956524],"about_ca_topic_score_codex":0.000029196655,"about_ca_topic_score_gemma":1.9669675e-7,"teacher_disagreement_score":0.8660134,"about_ca_system_score_codex":0.0001221837,"about_ca_system_score_gemma":0.00004058737,"threshold_uncertainty_score":0.63892365},"labels":[],"label_agreement":null},{"id":"W4406454956","doi":"10.1016/s0246-0351(95)46445-x","title":"10.1016/s0246-0351(95)46445-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","score_opus":0.011004126480315108,"score_gpt":0.23772763266119412,"score_spread":0.22672350618087903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406454956","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022766183,0.00013451312,0.0000013427574,0.0008336612,0.000001940128,0.0004933403,0.000016125336,0.00015076359,0.9960917],"genre_scores_gemma":[0.0008553737,4.3809544e-7,0.00031388996,0.00006678833,0.0002892488,0.00003461492,0.000026285694,0.000050769973,0.9983626],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833125,0.000054709766,0.00020623913,0.0003535699,0.0005541366,0.00050007977],"domain_scores_gemma":[0.9988246,0.000070753355,0.000020045833,0.0005205113,0.00013479627,0.00042929273],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002145963,0.0001721358,0.0002732288,0.00013460357,0.00007396021,0.000030623916,0.00019765897,0.000093713614,0.99932384],"category_scores_gemma":[0.00014900615,0.00015643038,0.000094374285,0.0004085947,0.000090444984,0.00008320402,0.000071094786,0.00029252018,0.9981048],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035287495,0.000101053025,0.0000020439961,0.000017893779,0.000055798482,0.000053952168,0.000014743405,0.0000042585757,0.00081906834,6.296675e-7,0.4318721,0.5667056],"study_design_scores_gemma":[0.0009281786,0.00044287814,0.00046229362,0.00002563779,0.00003998072,0.000056241774,0.0000028237446,0.00034556427,0.0010742152,0.000007964134,0.99645543,0.00015877614],"about_ca_topic_score_codex":0.000031057327,"about_ca_topic_score_gemma":1.4558596e-7,"teacher_disagreement_score":0.5665468,"about_ca_system_score_codex":0.00012654759,"about_ca_system_score_gemma":0.00004075677,"threshold_uncertainty_score":0.6379046},"labels":[],"label_agreement":null},{"id":"W4406455264","doi":"10.1016/s0084-3873(15)00259-x","title":"10.1016/s0084-3873(15)00259-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Continuous positive airway pressure; Incidence (geometry); Cardiology; Stroke (engine); Sleep apnea; Positive airway pressure; Obstructive sleep apnea; Internal medicine; Airway; Coronary heart disease; Apnea; Disease; Anesthesia","score_opus":0.009741973430984489,"score_gpt":0.23140397695587545,"score_spread":0.22166200352489096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406455264","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048985854,0.00008362547,0.0000015181006,0.0008471854,0.0000017128976,0.0004851967,0.00001644369,0.00014886516,0.99351686],"genre_scores_gemma":[0.00078427786,2.3809709e-7,0.0003238895,0.000041521467,0.00028560415,0.000032962213,0.000025643558,0.000048493737,0.9984574],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983943,0.00005351098,0.00020579474,0.00034701213,0.0005159937,0.0004833693],"domain_scores_gemma":[0.9988565,0.000066751214,0.000020442885,0.0005174541,0.00013092277,0.00040791804],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018792143,0.00017131487,0.00027455404,0.00016482828,0.000075099626,0.000028483606,0.0001936148,0.00009065913,0.99936956],"category_scores_gemma":[0.00013343766,0.00015603229,0.00009377598,0.00039512437,0.00008796915,0.00008162604,0.00006813584,0.00027096653,0.9981432],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039191064,0.00011636598,0.0000033288752,0.000018802833,0.000060511324,0.00005922217,0.000022035576,0.0000053246026,0.00075154327,0.0000012279022,0.09047758,0.90809214],"study_design_scores_gemma":[0.00096067437,0.0004316062,0.00065483595,0.000023505534,0.000039822036,0.00005856263,0.0000028999534,0.00027938036,0.0010866846,0.000006932302,0.9962972,0.00015792364],"about_ca_topic_score_codex":0.000025069536,"about_ca_topic_score_gemma":1.2940448e-7,"teacher_disagreement_score":0.90793425,"about_ca_system_score_codex":0.000121259436,"about_ca_system_score_gemma":0.000033493285,"threshold_uncertainty_score":0.6362812},"labels":[],"label_agreement":null},{"id":"W4406472873","doi":"10.1016/s1541-9800(11)70433-1","title":"10.1016/s1541-9800(11)70433-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Phenotype; Medicine; Computational biology; Biology; Genetics; Endocrinology; Gene","score_opus":0.009889345395994096,"score_gpt":0.23254527153310584,"score_spread":0.22265592613711174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406472873","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007333538,0.00007523385,0.000001485784,0.0011453794,0.0000020765976,0.00048466015,0.00001601094,0.00014834016,0.9907933],"genre_scores_gemma":[0.0017430463,1.9220964e-7,0.00035497334,0.00006791514,0.00028973506,0.000033599666,0.00002559889,0.00004980009,0.99743515],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838483,0.000054967764,0.00020503398,0.00034966288,0.00052071235,0.00048476175],"domain_scores_gemma":[0.9988474,0.00007160391,0.00002049257,0.00052634394,0.00012910365,0.00040505457],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020203047,0.000170897,0.00027151176,0.00016062328,0.00007487499,0.000029415036,0.0001994995,0.00009089452,0.9991454],"category_scores_gemma":[0.00014146008,0.00015574068,0.00009259452,0.00038699052,0.000091477756,0.00008245738,0.00007079138,0.00023359637,0.99749774],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003724686,0.00014164763,0.000006795215,0.000023713195,0.000070564514,0.000075435586,0.000024737472,0.000006590934,0.000843223,0.0000020218486,0.15269761,0.8457352],"study_design_scores_gemma":[0.0009595808,0.00035674172,0.0007882725,0.000023462091,0.00004750397,0.00005751171,0.0000025390746,0.00027322606,0.0011412464,0.000006955604,0.9961844,0.00015854767],"about_ca_topic_score_codex":0.000038422746,"about_ca_topic_score_gemma":3.2812167e-7,"teacher_disagreement_score":0.84557664,"about_ca_system_score_codex":0.00012688218,"about_ca_system_score_gemma":0.000037947524,"threshold_uncertainty_score":0.6350921},"labels":[],"label_agreement":null},{"id":"W4406478079","doi":"10.1016/j.yneu.2013.04.043","title":"10.1016/j.yneu.2013.04.043","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Continuous positive airway pressure; Headaches; Obstructive sleep apnea; Anesthesia; Sleep apnea; Airway; Apnea; Cardiology; Surgery","score_opus":0.01101253727656725,"score_gpt":0.23534154056213807,"score_spread":0.22432900328557082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406478079","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006880172,0.00008429086,0.0000011703803,0.0015491926,0.0000019889796,0.0004717047,0.000013949775,0.00014302958,0.9908545],"genre_scores_gemma":[0.0014901132,3.5946744e-7,0.00027505515,0.00007360944,0.000269198,0.000030245004,0.000021440008,0.000047631675,0.99779236],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984873,0.00005114295,0.00019054428,0.00032781734,0.00048242667,0.00046078739],"domain_scores_gemma":[0.99890304,0.00006288631,0.000019357978,0.0004979372,0.00012331175,0.00039344825],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017563299,0.00016070886,0.0002561247,0.00015376897,0.00006820393,0.000026624955,0.00018345157,0.000084777326,0.9989358],"category_scores_gemma":[0.00010295331,0.0001451206,0.00008586757,0.00034766702,0.00008528193,0.00008080352,0.00006479399,0.00025293502,0.99784213],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036530566,0.000113467875,0.0000028695263,0.000017745433,0.00005632106,0.000054228378,0.00001977214,0.0000061205224,0.00084027264,0.0000012783057,0.1419973,0.8565253],"study_design_scores_gemma":[0.0008911753,0.00042243933,0.0006046854,0.000020216467,0.000035470013,0.00005152478,0.0000022049728,0.00030992494,0.0009613925,0.0000065226996,0.9965474,0.00014702737],"about_ca_topic_score_codex":0.0000468607,"about_ca_topic_score_gemma":2.5205378e-7,"teacher_disagreement_score":0.8563783,"about_ca_system_score_codex":0.00010534335,"about_ca_system_score_gemma":0.00003255094,"threshold_uncertainty_score":0.59178466},"labels":[],"label_agreement":null},{"id":"W4406496480","doi":"10.1007/s11325-025-03246-x","title":"Obstructive sleep apnea in bariatric surgery patients: a population-based study","year":2025,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; Queen's University; McMaster University; St. Joseph’s Healthcare Hamilton; Programs for Assessment of Technology in Health Research Institute; University of British Columbia; Impact","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Otorhinolaryngology; Neurology; Sleep apnea; Neurosurgery; Obesity; Population; General surgery; Physical therapy; Surgery; Internal medicine; Psychiatry","score_opus":0.012396946927403594,"score_gpt":0.27726171823750195,"score_spread":0.26486477131009833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406496480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99703246,0.00015721629,0.00037857555,0.0002621811,0.00031714744,0.0010138421,0.000008020813,0.000059504593,0.0007710259],"genre_scores_gemma":[0.99925005,0.0000014122082,0.00034595176,0.00016936811,0.000060222155,0.00006442031,0.000051880023,0.000021918226,0.00003474864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980384,0.00018696034,0.00045077832,0.00051035587,0.00042578633,0.00038771407],"domain_scores_gemma":[0.9987499,0.000550517,0.00008189923,0.00030469947,0.00019136108,0.000121613455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048008867,0.00021650414,0.00046895377,0.0009997698,0.00016746255,0.000058506343,0.00008510145,0.00011207269,0.000041588624],"category_scores_gemma":[0.00064540526,0.00019645471,0.00009545933,0.0010977075,0.0000395973,0.0001871562,0.00009723919,0.00038125445,0.0000058758496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023231354,0.00060835347,0.9070319,0.000093955816,0.00010975852,0.000060031474,0.00044824334,0.000025311449,0.000022351318,0.00009252259,0.0000048057736,0.09127043],"study_design_scores_gemma":[0.0032434468,0.00011784025,0.99014413,0.000069039335,0.0001256968,0.0000028993695,0.00090328616,0.0049701417,0.000056617817,0.00019743052,0.000014175891,0.00015531246],"about_ca_topic_score_codex":0.0009299864,"about_ca_topic_score_gemma":0.00008587328,"teacher_disagreement_score":0.09111512,"about_ca_system_score_codex":0.00030453812,"about_ca_system_score_gemma":0.00004554412,"threshold_uncertainty_score":0.8011191},"labels":[],"label_agreement":null},{"id":"W4406502467","doi":"10.1016/s0246-0378(19)30049-1","title":"10.1016/s0246-0378(19)30049-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.012261142355342218,"score_gpt":0.2430742451645236,"score_spread":0.23081310280918138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406502467","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019537508,0.00009384809,0.0000022059291,0.0012845302,0.0000018198331,0.00051053416,0.000017571412,0.00016239003,0.99597335],"genre_scores_gemma":[0.0010369498,2.9194607e-7,0.0003315564,0.00008518758,0.00028332812,0.000036420526,0.0000277889,0.00004937441,0.9981491],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836403,0.000057883448,0.00020538272,0.00035977,0.00051271386,0.00050020113],"domain_scores_gemma":[0.99870694,0.0000779794,0.000019904652,0.00052751217,0.00012487273,0.0005428062],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022737605,0.00017059804,0.00027263077,0.0001794444,0.00008136248,0.00003060604,0.00019944423,0.000091717426,0.9991867],"category_scores_gemma":[0.0002013738,0.00015583144,0.00009804076,0.0003600926,0.00009405713,0.000080632984,0.00007162938,0.0002808547,0.9980056],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042249958,0.00011106921,0.00000240063,0.000022783343,0.00006444589,0.0000719435,0.000022243887,0.000006535461,0.0006689759,8.8190683e-7,0.389564,0.6090422],"study_design_scores_gemma":[0.0010065222,0.0004200815,0.00039733772,0.000022138478,0.000040499453,0.000067838744,0.000002742719,0.00024911694,0.0007460169,0.0000122568445,0.99687684,0.0001586391],"about_ca_topic_score_codex":0.000039964998,"about_ca_topic_score_gemma":1.5409596e-7,"teacher_disagreement_score":0.60888356,"about_ca_system_score_codex":0.00015890715,"about_ca_system_score_gemma":0.00005237159,"threshold_uncertainty_score":0.63546216},"labels":[],"label_agreement":null},{"id":"W4406505519","doi":"10.1093/sleep/zsae317","title":"Validation of a fingertip home sleep apnea testing system using deep learning AI and a temporal event localization analysis","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Polysomnography; Medicine; Apnea; Obstructive sleep apnea; Hypopnea; Sleep apnea; Apnea–hypopnea index; Sleep (system call); Internal medicine; Computer science","score_opus":0.020489980633372734,"score_gpt":0.3070841255576633,"score_spread":0.2865941449242906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406505519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61596024,0.0002928079,0.3830231,0.00005835435,0.00006232096,0.00029922853,0.0000020310536,0.000059244852,0.00024262325],"genre_scores_gemma":[0.9970325,0.0000014252851,0.0027695692,0.000027791586,0.000047272064,0.000015280706,0.000052760523,0.000021292668,0.000032063912],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981502,0.0002126505,0.0005139754,0.00037948048,0.00045743733,0.00028620378],"domain_scores_gemma":[0.99875474,0.00012872017,0.00022086834,0.00025753718,0.00053573283,0.000102415266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005994996,0.0001676453,0.00047993398,0.0009250397,0.00018604378,0.00004407552,0.00007825564,0.000108969616,0.00002571347],"category_scores_gemma":[0.0006510533,0.00016379436,0.000119742275,0.0026064916,0.00009320193,0.00013870226,0.000115911556,0.00024874954,0.0000030035403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010820329,0.00007101621,0.907966,0.000813094,0.0007288684,0.000015884032,0.00036700204,0.042218987,0.011064401,0.00015723957,7.9803624e-7,0.036488507],"study_design_scores_gemma":[0.00090876204,0.000111364454,0.050046057,0.00018306504,0.0013596897,0.000013270399,0.00077054754,0.94025224,0.0061927675,0.000031701056,0.000012105922,0.00011841599],"about_ca_topic_score_codex":0.00027793608,"about_ca_topic_score_gemma":0.000010437451,"teacher_disagreement_score":0.89803326,"about_ca_system_score_codex":0.00029685753,"about_ca_system_score_gemma":0.0000347709,"threshold_uncertainty_score":0.667934},"labels":[],"label_agreement":null},{"id":"W4406508060","doi":"10.1016/s0246-0351(15)54163-9","title":"10.1016/s0246-0351(15)54163-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.010778817199227011,"score_gpt":0.23767840615618305,"score_spread":0.22689958895695603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406508060","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019506763,0.00011805917,0.0000014128419,0.0010287496,0.0000019669692,0.0004962422,0.000016249975,0.00015074022,0.9962359],"genre_scores_gemma":[0.0010057366,3.4435462e-7,0.00033643682,0.00006874448,0.00029033492,0.00003468685,0.00002614547,0.000050642277,0.99818695],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983227,0.00005658938,0.00020762996,0.00035542695,0.0005539921,0.00050362333],"domain_scores_gemma":[0.9988187,0.000071433664,0.000020179414,0.000523066,0.00013537928,0.00043122433],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021855939,0.00017272326,0.0002750162,0.00017163779,0.000075571275,0.000030935236,0.00019885779,0.00009419766,0.9992802],"category_scores_gemma":[0.00015119683,0.00015676624,0.00009469486,0.00041157714,0.00009158381,0.00008355555,0.00007166914,0.00029284012,0.99818087],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035755752,0.00010318226,0.000001829693,0.000018347433,0.00005684098,0.000056565365,0.000017667466,0.0000045796937,0.00081592455,4.859779e-7,0.36442447,0.6341426],"study_design_scores_gemma":[0.0009309799,0.0004408477,0.00046049032,0.00002560445,0.000040426672,0.000057250127,0.0000025758204,0.0002907943,0.0012142987,0.000007706568,0.99636996,0.00015909618],"about_ca_topic_score_codex":0.000027933382,"about_ca_topic_score_gemma":1.8452518e-7,"teacher_disagreement_score":0.63398343,"about_ca_system_score_codex":0.000114439994,"about_ca_system_score_gemma":0.00004125907,"threshold_uncertainty_score":0.6392742},"labels":[],"label_agreement":null},{"id":"W4406511967","doi":"10.1016/j.yoph.2014.02.016","title":"10.1016/j.yoph.2014.02.016","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Eyelid; Sleep (system call); Ophthalmology","score_opus":0.008583422313034151,"score_gpt":0.22968001361066692,"score_spread":0.22109659129763276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406511967","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052421805,0.00007589642,0.0000014366234,0.0014185143,0.0000020489783,0.00044505912,0.000015060543,0.00014267018,0.9926571],"genre_scores_gemma":[0.0016139888,2.8181088e-7,0.00029451778,0.000069845475,0.00028170514,0.00002837129,0.000020709722,0.000047956324,0.99764264],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984951,0.000052508803,0.00019009401,0.00033237936,0.00047921835,0.00045070046],"domain_scores_gemma":[0.99890065,0.000066044086,0.000019284598,0.00050615775,0.00012351228,0.00038436273],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019423007,0.00015825068,0.0002534156,0.00014548021,0.00006512151,0.00002536522,0.00018062771,0.00008414237,0.9992269],"category_scores_gemma":[0.00011433878,0.00013924186,0.00008644494,0.0002680117,0.000082612154,0.00007662788,0.00006330342,0.00023139235,0.99833137],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041453278,0.00010377611,0.000002983152,0.00001732727,0.000056630557,0.000052302028,0.000016639044,0.0000037081727,0.0010307414,0.000001879698,0.18535413,0.81294537],"study_design_scores_gemma":[0.00090938417,0.00044309857,0.00054734654,0.000017499258,0.00003468609,0.00005139681,0.000002227547,0.00019956856,0.0011575302,0.0000067715387,0.99648535,0.0001451426],"about_ca_topic_score_codex":0.000024988829,"about_ca_topic_score_gemma":1.3340394e-7,"teacher_disagreement_score":0.8128002,"about_ca_system_score_codex":0.000117211435,"about_ca_system_score_gemma":0.000037035545,"threshold_uncertainty_score":0.56781185},"labels":[],"label_agreement":null},{"id":"W4406517885","doi":"10.1016/s0084-3873(13)00270-8","title":"10.1016/s0084-3873(13)00270-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Sleep apnea; Central sleep apnea; Intensive care medicine; Apnea; Internal medicine; Polysomnography","score_opus":0.00979762263780331,"score_gpt":0.23054268200331082,"score_spread":0.2207450593655075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406517885","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0082291635,0.00007436903,0.0000014210934,0.0009071528,0.0000016855747,0.0004802887,0.00001614131,0.00014949612,0.99014026],"genre_scores_gemma":[0.0010518326,2.47847e-7,0.0002608799,0.000038764654,0.00028886663,0.00003299306,0.00002543821,0.000049892416,0.9982511],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983844,0.000052951847,0.00020581127,0.00034766734,0.0005198377,0.0004893264],"domain_scores_gemma":[0.998851,0.00006520087,0.00002059944,0.0005166936,0.00012996502,0.0004165235],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018784456,0.0001718981,0.0002744775,0.00016291464,0.00007448664,0.000028467157,0.0001921054,0.0000906066,0.99927473],"category_scores_gemma":[0.0001319234,0.00015650371,0.00009281257,0.00039953017,0.00009029428,0.00008349016,0.000068285306,0.00027178205,0.9980157],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039815018,0.000119230484,0.0000037686639,0.00001883917,0.00006141934,0.00006110355,0.000028384478,0.000007038046,0.0007493716,0.0000011222031,0.071467906,0.9270837],"study_design_scores_gemma":[0.000984133,0.00044021077,0.0009040395,0.000023023691,0.0000396316,0.00006013502,0.0000024263902,0.000323442,0.0009563443,0.0000067700576,0.99610037,0.00015947345],"about_ca_topic_score_codex":0.00004303138,"about_ca_topic_score_gemma":2.760332e-7,"teacher_disagreement_score":0.92692417,"about_ca_system_score_codex":0.00012334231,"about_ca_system_score_gemma":0.000038334518,"threshold_uncertainty_score":0.6382036},"labels":[],"label_agreement":null},{"id":"W4406521985","doi":"10.1016/j.yccm.2012.07.055","title":"10.1016/j.yccm.2012.07.055","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Apnea; Intensive care medicine; Anesthesia","score_opus":0.010752746416896287,"score_gpt":0.2364368870227115,"score_spread":0.22568414060581524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406521985","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058560474,0.00010299427,0.0000012541769,0.0010459947,0.000001996652,0.0004351916,0.000013924908,0.00013720097,0.9924054],"genre_scores_gemma":[0.0012684222,2.4012817e-7,0.00028798074,0.00006542028,0.00028586196,0.000028191987,0.000021678172,0.00004584888,0.99799633],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985021,0.000051639265,0.00018646405,0.00031576667,0.0004795383,0.00046449972],"domain_scores_gemma":[0.99891615,0.0000609503,0.000018489245,0.0004878455,0.00011835868,0.0003982062],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018863822,0.00015799243,0.0002539603,0.0001409703,0.00006891941,0.000025843257,0.00017745483,0.00008572483,0.9993733],"category_scores_gemma":[0.00010804136,0.00014149047,0.00008605195,0.00030419842,0.00008174906,0.00010641931,0.000062516505,0.00025238414,0.99878657],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037888144,0.00011371913,0.0000023592324,0.00001712078,0.000059597696,0.00005038308,0.000019382851,0.000003877291,0.0009306851,0.0000012081013,0.13001333,0.86840945],"study_design_scores_gemma":[0.00088950736,0.0004013289,0.0007071046,0.000021373406,0.000037663787,0.000052385323,0.000002495408,0.00019769103,0.00087199756,0.0000060767816,0.9966662,0.0001461744],"about_ca_topic_score_codex":0.00002176379,"about_ca_topic_score_gemma":1.3828407e-7,"teacher_disagreement_score":0.8682633,"about_ca_system_score_codex":0.000113497386,"about_ca_system_score_gemma":0.00003462522,"threshold_uncertainty_score":0.5769814},"labels":[],"label_agreement":null},{"id":"W4406522990","doi":"10.1016/j.yneu.2013.03.002","title":"10.1016/j.yneu.2013.03.002","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Sleep disordered breathing; Sleep (system call); Cohort; Breathing; Gerontology; Internal medicine; Psychiatry; Obstructive sleep apnea","score_opus":0.010774131373502202,"score_gpt":0.23187771808112123,"score_spread":0.22110358670761904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406522990","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006145005,0.00008509886,8.4417826e-7,0.0014683839,0.0000019415038,0.00046474952,0.000013445246,0.00013688831,0.99168366],"genre_scores_gemma":[0.0013882556,3.9426476e-7,0.00027625854,0.00006736048,0.00026449768,0.000030191792,0.000020159006,0.000046283123,0.9979066],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985008,0.000050876744,0.00018812757,0.0003253659,0.00047769197,0.00045713823],"domain_scores_gemma":[0.998912,0.0000617487,0.000019061108,0.0004931346,0.00012266809,0.00039140234],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016853641,0.00015971369,0.00025409283,0.00015185062,0.00006867255,0.000026572412,0.00018171172,0.000084212385,0.99914473],"category_scores_gemma":[0.00010336374,0.00014404225,0.00008436086,0.00035043946,0.00008467589,0.000080339574,0.00006412945,0.00025163344,0.9986219],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000358663,0.000118739146,0.0000027301826,0.00001812072,0.000057878595,0.000055016102,0.00002089396,0.000006088739,0.00079949986,0.0000012918393,0.16270688,0.8358542],"study_design_scores_gemma":[0.0008840996,0.00041826276,0.0005518818,0.00002007597,0.00003491394,0.00005165402,0.0000022003173,0.00036558168,0.00090593315,0.000005935156,0.9966134,0.0001460813],"about_ca_topic_score_codex":0.000040916242,"about_ca_topic_score_gemma":2.2455248e-7,"teacher_disagreement_score":0.83570814,"about_ca_system_score_codex":0.00010321501,"about_ca_system_score_gemma":0.000029578467,"threshold_uncertainty_score":0.5873872},"labels":[],"label_agreement":null},{"id":"W4406542058","doi":"10.1016/s0084-3873(15)00261-8","title":"10.1016/s0084-3873(15)00261-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Sleep disordered breathing; Sleep apnea; Diabetes mellitus; Obstructive sleep apnea; Sleep (system call); Apnea; Sleep apnea syndromes; Cohort study; Internal medicine; Pediatrics; Polysomnography; Endocrinology","score_opus":0.009868646175893213,"score_gpt":0.23135242767181005,"score_spread":0.22148378149591683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406542058","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005182663,0.00007981114,0.0000015255871,0.00095790066,0.000001721019,0.00047917402,0.000016838881,0.0001499779,0.9931304],"genre_scores_gemma":[0.0007017992,2.3342818e-7,0.00032841333,0.000040115545,0.00029664356,0.00003173487,0.00002645091,0.0000504468,0.9985242],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983897,0.00005578099,0.00020522882,0.00034681935,0.00051877217,0.0004836567],"domain_scores_gemma":[0.9988605,0.000064628315,0.000020594249,0.0005126793,0.00012944554,0.00041219406],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001961679,0.00017133709,0.00027382319,0.00016292022,0.00007540056,0.000028625695,0.00019363835,0.000090761365,0.999411],"category_scores_gemma":[0.00012913294,0.00015609227,0.00009388383,0.00039576567,0.00008906582,0.00008277586,0.00006764706,0.00027217384,0.9981811],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038215748,0.000116093506,0.0000028426325,0.000018377006,0.000059775444,0.000060847666,0.000023309565,0.0000051839493,0.0008083944,0.0000012099291,0.08840975,0.9101121],"study_design_scores_gemma":[0.000965777,0.0004362071,0.0005696961,0.000023028922,0.000038936774,0.0000622427,0.0000031111933,0.00028139973,0.0010734273,0.0000067122223,0.99638075,0.00015874252],"about_ca_topic_score_codex":0.000025618,"about_ca_topic_score_gemma":1.591128e-7,"teacher_disagreement_score":0.9099533,"about_ca_system_score_codex":0.00012127725,"about_ca_system_score_gemma":0.0000368654,"threshold_uncertainty_score":0.6365258},"labels":[],"label_agreement":null},{"id":"W4406545326","doi":"10.1016/s1544-8800(12)70386-x","title":"10.1016/s1544-8800(12)70386-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Riociguat; Internal medicine; Medicine","score_opus":0.01078277470149929,"score_gpt":0.2309391615194991,"score_spread":0.2201563868179998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406545326","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048478004,0.00006321685,0.0000016279896,0.0010098174,0.0000019069068,0.0004861263,0.00001424144,0.00014721432,0.99342805],"genre_scores_gemma":[0.0014014256,2.4200114e-7,0.0003230158,0.00006459805,0.0002864937,0.000032428572,0.00002318691,0.00004966012,0.99781895],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983955,0.000054372398,0.00020400787,0.00034636937,0.00051453494,0.00048521746],"domain_scores_gemma":[0.99887305,0.00006839316,0.000020412144,0.00051568175,0.00011168271,0.00041074917],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001871413,0.0001712508,0.00027362324,0.00016059005,0.00007442954,0.000028692351,0.0001922159,0.000089057765,0.9990836],"category_scores_gemma":[0.0001298929,0.0001558386,0.0000927206,0.00030968428,0.00008872745,0.00008147317,0.00006700985,0.00027098283,0.9977744],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049629225,0.00012271172,0.000003792213,0.000020838692,0.00006502896,0.000064884,0.000022913138,0.000006055894,0.0009036845,0.0000012813804,0.11265995,0.8856326],"study_design_scores_gemma":[0.0009767908,0.0004602765,0.001174743,0.000023975277,0.00004038971,0.000058861977,0.000002683623,0.00026736053,0.0010035275,0.0000063135703,0.9958266,0.00015850192],"about_ca_topic_score_codex":0.000041741485,"about_ca_topic_score_gemma":3.4969045e-7,"teacher_disagreement_score":0.8854741,"about_ca_system_score_codex":0.00013030366,"about_ca_system_score_gemma":0.000041827134,"threshold_uncertainty_score":0.6354914},"labels":[],"label_agreement":null},{"id":"W4406548326","doi":"10.1016/s1155-195x(20)30108-0","title":"10.1016/s1155-195x(20)30108-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.00959955728884624,"score_gpt":0.2319947714990013,"score_spread":0.22239521421015507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406548326","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006120656,0.00006811444,0.0000013824525,0.0011449388,0.0000020464115,0.0004867416,0.000019779403,0.00015083552,0.9920055],"genre_scores_gemma":[0.0013235048,1.8102538e-7,0.00029494247,0.00007543489,0.0002908652,0.000033173543,0.000032294396,0.000049671762,0.99789995],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839914,0.00005316224,0.00020426758,0.0003475611,0.0005055979,0.00049025647],"domain_scores_gemma":[0.998854,0.00006787057,0.000020433528,0.00051750656,0.00013003596,0.00041016203],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019673468,0.00016973664,0.00027312353,0.00016557884,0.00007581825,0.000027714184,0.0001936901,0.00009312458,0.9991437],"category_scores_gemma":[0.00012188558,0.00015596721,0.00009209752,0.0003998342,0.00008860523,0.000081408696,0.00006792661,0.00028151475,0.99786747],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047415466,0.00013010556,0.0000033187914,0.00002152341,0.00006709801,0.00007144244,0.000025113688,0.000006802363,0.001376345,0.0000012642167,0.11498035,0.8828425],"study_design_scores_gemma":[0.0009849749,0.0004224815,0.0005688607,0.000023218343,0.00004002673,0.00006186659,0.0000028444013,0.0002713317,0.0011572603,0.000006654632,0.9963018,0.00015869783],"about_ca_topic_score_codex":0.000021614129,"about_ca_topic_score_gemma":2.3216393e-7,"teacher_disagreement_score":0.8826838,"about_ca_system_score_codex":0.00012661036,"about_ca_system_score_gemma":0.000042090538,"threshold_uncertainty_score":0.63601583},"labels":[],"label_agreement":null},{"id":"W4406552448","doi":"10.1016/s1553-3212(06)71637-5","title":"10.1016/s1553-3212(06)71637-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sleep apnea; Stroke (engine); Medicine; Sleep (system call); Apnea; Physical medicine and rehabilitation; Obstructive sleep apnea; Cardiology; Intensive care medicine; Anesthesia; Computer science; Engineering","score_opus":0.010126245180252364,"score_gpt":0.23388770742802648,"score_spread":0.2237614622477741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406552448","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065791034,0.000074727825,0.0000015777384,0.0010105431,0.000001380494,0.0004872223,0.000016498132,0.00015056373,0.99167836],"genre_scores_gemma":[0.0016135834,2.4629114e-7,0.00031450414,0.000074316515,0.00028940674,0.000033065884,0.00003327177,0.000049925548,0.9975917],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983795,0.00005361204,0.00020566859,0.00034899154,0.0005225535,0.0004896396],"domain_scores_gemma":[0.99884903,0.00006663609,0.000020895704,0.0005199468,0.00012957625,0.00041392384],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019606652,0.00017231675,0.00027589998,0.00016498649,0.000074983676,0.000029122282,0.00019454308,0.000090975576,0.9989523],"category_scores_gemma":[0.00013473231,0.00015692919,0.00009415293,0.00039396106,0.00008864062,0.000082336606,0.00006906889,0.00027281317,0.99850744],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039712,0.00014174034,0.000004269765,0.000022987415,0.000073674244,0.000069919675,0.000028069631,0.000006469744,0.0010130187,0.0000018016965,0.19173446,0.80650645],"study_design_scores_gemma":[0.0009585434,0.00038799766,0.0007466525,0.000022907698,0.0000399476,0.000057103076,0.0000030403883,0.00026470816,0.0010188464,0.0000071077175,0.99633354,0.00015957958],"about_ca_topic_score_codex":0.000023870834,"about_ca_topic_score_gemma":1.425746e-7,"teacher_disagreement_score":0.8063469,"about_ca_system_score_codex":0.00013214383,"about_ca_system_score_gemma":0.000039979117,"threshold_uncertainty_score":0.63993865},"labels":[],"label_agreement":null},{"id":"W4406553000","doi":"10.1016/s1558-0164(06)70290-5","title":"10.1016/s1558-0164(06)70290-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Blood pressure; Sleep (system call); Anesthesia; Apnea; Continuous positive airway pressure; Sleep apnea; Cardiology; Internal medicine","score_opus":0.009964566197527584,"score_gpt":0.2328536412525751,"score_spread":0.22288907505504751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406553000","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054149255,0.00007187765,0.0000018688667,0.0009866172,0.0000013103938,0.00048454464,0.000016829528,0.0001508647,0.99287117],"genre_scores_gemma":[0.0014224285,2.4744577e-7,0.00034814826,0.00006793048,0.000282955,0.000032682525,0.000032929387,0.000050310326,0.9977624],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838054,0.000054363874,0.0002065279,0.00035023072,0.00052042404,0.00048792298],"domain_scores_gemma":[0.99885374,0.00006754846,0.000021122416,0.00051752664,0.00012682492,0.00041320937],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019470345,0.00017281088,0.00027599942,0.00016655332,0.000074642136,0.000029065977,0.00019517587,0.00008841676,0.9990381],"category_scores_gemma":[0.00013415643,0.00015669531,0.00009487872,0.00038913023,0.00008848035,0.00008390158,0.000068961075,0.00027127442,0.9994706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061481656,0.00021435722,0.0000016390895,0.000034739496,0.00011259595,0.000106516796,0.000038833376,0.00000859132,0.0018597256,0.000002798488,0.46477723,0.5322282],"study_design_scores_gemma":[0.0009530446,0.0003915246,0.0006788717,0.000023498045,0.0000398814,0.0000594301,0.0000029820426,0.00025695402,0.001159584,0.0000072828475,0.99626637,0.00016058898],"about_ca_topic_score_codex":0.000022057528,"about_ca_topic_score_gemma":1.240094e-7,"teacher_disagreement_score":0.53206754,"about_ca_system_score_codex":0.0001298887,"about_ca_system_score_gemma":0.00004003356,"threshold_uncertainty_score":0.638985},"labels":[],"label_agreement":null},{"id":"W4406553226","doi":"10.1016/s1558-0164(10)70151-6","title":"10.1016/s1558-0164(10)70151-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Sleep apnea; Apnea; Sleep (system call); Pediatrics; Cardiology; Internal medicine; Computer science","score_opus":0.010641144073744438,"score_gpt":0.23452241690507444,"score_spread":0.22388127283133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406553226","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004437463,0.000076010896,0.0000013440803,0.0009116363,0.0000018401686,0.0004802545,0.000017900926,0.00015287363,0.9939207],"genre_scores_gemma":[0.0010129993,2.0774986e-7,0.00029264286,0.00005750249,0.00029654318,0.000034335313,0.000032262153,0.000053108397,0.9982204],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829715,0.00005863787,0.00021732104,0.0003675637,0.0005522105,0.00050709257],"domain_scores_gemma":[0.9987763,0.00007277085,0.000023177488,0.00054293,0.00015512288,0.00042969617],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021074289,0.00018324007,0.00029007436,0.00017289961,0.00008106129,0.000033222055,0.00020793315,0.000095880474,0.9995556],"category_scores_gemma":[0.00016571062,0.00016631499,0.00009891849,0.00040683558,0.000099485565,0.00008557938,0.00007475092,0.00025854827,0.9996465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092842424,0.0002118275,5.230539e-7,0.00003426551,0.00011212535,0.00010914005,0.000037067457,0.00000872741,0.0012860475,0.000002014959,0.59294415,0.4043257],"study_design_scores_gemma":[0.0010352352,0.00050522125,0.00047330372,0.000024329162,0.000042281925,0.000052285253,0.0000031204092,0.00029015655,0.0010916574,0.000006767744,0.99630594,0.00016970128],"about_ca_topic_score_codex":0.000025793106,"about_ca_topic_score_gemma":1.6377687e-7,"teacher_disagreement_score":0.404156,"about_ca_system_score_codex":0.00014125613,"about_ca_system_score_gemma":0.00004699476,"threshold_uncertainty_score":0.6782128},"labels":[],"label_agreement":null},{"id":"W4406553462","doi":"10.1016/s1558-0164(09)70328-1","title":"10.1016/s1558-0164(09)70328-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Physical medicine and rehabilitation; Endocrinology","score_opus":0.010071322628365784,"score_gpt":0.23288201946547749,"score_spread":0.2228106968371117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406553462","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0057832384,0.00007500233,0.0000017595264,0.0009938373,0.0000018942816,0.00049056986,0.000016140908,0.0001500725,0.9924875],"genre_scores_gemma":[0.00094515417,2.5703105e-7,0.0003703396,0.00005439706,0.00029096197,0.000032345688,0.000024500003,0.000050368253,0.99823165],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983757,0.00005338254,0.00020736907,0.00035068986,0.00052221183,0.0004906177],"domain_scores_gemma":[0.9988526,0.000066649955,0.000021255728,0.00051631074,0.00013119135,0.00041199324],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019795368,0.00017234137,0.00027771597,0.00016585214,0.00007590126,0.00002853063,0.00019517535,0.00009093049,0.99911326],"category_scores_gemma":[0.00013418913,0.0001566584,0.00009501885,0.0003927922,0.00008970913,0.00008167157,0.000069359936,0.00027500704,0.99939394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006476882,0.00017584929,0.0000011377709,0.000029119503,0.00009324358,0.00009492861,0.000033025626,0.0000072739167,0.0015453971,0.000002301719,0.24753356,0.74983644],"study_design_scores_gemma":[0.0009732593,0.00044122498,0.0006094594,0.000024067846,0.0000399105,0.000048592265,0.0000028877807,0.00024684428,0.0012842498,0.000007643775,0.99616116,0.0001606951],"about_ca_topic_score_codex":0.000026885644,"about_ca_topic_score_gemma":1.6093091e-7,"teacher_disagreement_score":0.74967575,"about_ca_system_score_codex":0.00013210173,"about_ca_system_score_gemma":0.00004045236,"threshold_uncertainty_score":0.6388344},"labels":[],"label_agreement":null},{"id":"W4406554880","doi":"10.1016/s1634-6939(19)70466-9","title":"10.1016/s1634-6939(19)70466-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.011400010232754698,"score_gpt":0.23985635572848982,"score_spread":0.22845634549573512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406554880","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040781447,0.00008858307,0.0000020390203,0.0013167914,0.0000018995928,0.0005019214,0.000016773429,0.00015986059,0.99383396],"genre_scores_gemma":[0.0011753121,2.7630392e-7,0.00036972156,0.00010088915,0.00028570113,0.00003468785,0.000027231019,0.000048830138,0.99795735],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836767,0.00005804591,0.00020570678,0.00035464644,0.00052689767,0.00048702155],"domain_scores_gemma":[0.9987355,0.00007566775,0.000021500318,0.00052269973,0.00012394105,0.0005206829],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021311892,0.00017153478,0.00027179887,0.00017127351,0.00008164641,0.000029127503,0.00019481688,0.00009130689,0.9990081],"category_scores_gemma":[0.00019456084,0.00015620848,0.00009349797,0.00041144615,0.00009439801,0.00008000327,0.000069792084,0.00026933072,0.99765176],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050982804,0.00012828558,0.0000037094092,0.000023297584,0.00006918802,0.00008166369,0.000025970397,0.000007383931,0.00076689903,0.0000016469407,0.18399371,0.8143884],"study_design_scores_gemma":[0.0010526953,0.00042071554,0.0005637233,0.000019679403,0.000040741183,0.00007135112,0.0000032010817,0.0002511237,0.00074585795,0.000008600702,0.9966632,0.00015909172],"about_ca_topic_score_codex":0.00004066574,"about_ca_topic_score_gemma":1.7175824e-7,"teacher_disagreement_score":0.8142293,"about_ca_system_score_codex":0.0001494423,"about_ca_system_score_gemma":0.000049623108,"threshold_uncertainty_score":0.63699967},"labels":[],"label_agreement":null},{"id":"W4406556263","doi":"10.1016/s1637-5017(19)69872-8","title":"10.1016/s1637-5017(19)69872-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.011682667800845474,"score_gpt":0.24115472949913075,"score_spread":0.22947206169828527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406556263","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004274537,0.00007890708,0.0000016923358,0.0012963823,0.00000196802,0.00050619297,0.000017212678,0.00016174451,0.99366134],"genre_scores_gemma":[0.0011789162,2.6028349e-7,0.0003319086,0.0000977115,0.00027493158,0.00003566414,0.000027851096,0.000049427712,0.9980033],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834806,0.000056904017,0.00020785177,0.00036036866,0.0005325192,0.00049427344],"domain_scores_gemma":[0.998712,0.000073321295,0.00002162993,0.0005391082,0.00012355739,0.0005304042],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002156143,0.00017488618,0.00027767548,0.0001741058,0.00008540246,0.00003234443,0.0002042485,0.00009138375,0.9991452],"category_scores_gemma":[0.0001904369,0.00015961485,0.00009501157,0.00039865778,0.0000952972,0.00008372057,0.0000720463,0.00027212992,0.9978023],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005030479,0.00012858423,0.0000036987465,0.000023643357,0.000065640954,0.000079037105,0.000024880803,0.0000068679055,0.0007830879,0.0000015355674,0.16412248,0.8342575],"study_design_scores_gemma":[0.0010257775,0.00043084688,0.0006639927,0.000020712732,0.000040609015,0.00006674341,0.0000029261014,0.00023010733,0.00066684483,0.000008483192,0.9966806,0.00016233933],"about_ca_topic_score_codex":0.000035234643,"about_ca_topic_score_gemma":1.7666875e-7,"teacher_disagreement_score":0.8340952,"about_ca_system_score_codex":0.00014633274,"about_ca_system_score_gemma":0.000049558374,"threshold_uncertainty_score":0.65089047},"labels":[],"label_agreement":null},{"id":"W4406561682","doi":"10.1016/s2352-3999(21)43554-5","title":"10.1016/s2352-3999(21)43554-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.009850469134285368,"score_gpt":0.23303830544891935,"score_spread":0.22318783631463399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406561682","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008216781,0.000067714245,0.0000013741396,0.001036683,0.000001989973,0.00046921743,0.000014384308,0.00013980652,0.99005204],"genre_scores_gemma":[0.0017676012,2.1406518e-7,0.00030464982,0.00007517027,0.00032027235,0.000033191733,0.000025365705,0.00004710208,0.99742645],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984538,0.000056326626,0.00020474328,0.00033556213,0.00048106222,0.0004684973],"domain_scores_gemma":[0.9988931,0.00006564059,0.000020328484,0.00050163106,0.00012664543,0.0003926491],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019455068,0.00016557686,0.00027089467,0.00017392391,0.00007323795,0.000027869031,0.00018972505,0.00009232053,0.9989157],"category_scores_gemma":[0.00013890896,0.00015147254,0.00008497322,0.00040583173,0.00009577442,0.00008244598,0.000070960814,0.00031392393,0.99751556],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045563074,0.00012423287,0.000004489707,0.000019598872,0.00006628857,0.00006067651,0.00002719879,0.0000049007813,0.00085060426,0.0000016976672,0.09723046,0.9011542],"study_design_scores_gemma":[0.0009690231,0.00044773353,0.00077198126,0.000021319158,0.00003728682,0.00006146506,0.0000031671764,0.00023103872,0.0009620576,0.000008215061,0.99633443,0.00015227217],"about_ca_topic_score_codex":0.000028906521,"about_ca_topic_score_gemma":1.886052e-7,"teacher_disagreement_score":0.90100193,"about_ca_system_score_codex":0.00012973294,"about_ca_system_score_gemma":0.000040667772,"threshold_uncertainty_score":0.6176871},"labels":[],"label_agreement":null},{"id":"W4406562627","doi":"10.1016/j.bjorlp.2022.10.017","title":"10.1016/j.bjorlp.2022.10.017","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.010204222176429321,"score_gpt":0.23730987359644895,"score_spread":0.22710565142001962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406562627","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004269697,0.00008121359,0.0000010152345,0.000828755,0.0000020006928,0.00048712236,0.000017453915,0.00014574315,0.994167],"genre_scores_gemma":[0.0015114311,2.5487884e-7,0.00017353534,0.000055228567,0.0002977795,0.000038244707,0.00002868028,0.00005017456,0.9978447],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983184,0.000057269688,0.00020437084,0.000364352,0.00056039076,0.00049522525],"domain_scores_gemma":[0.99879575,0.000056860485,0.000023124041,0.00056507054,0.00014423318,0.00041497115],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021108022,0.00017576494,0.0002786623,0.00018259608,0.00008757237,0.000032336702,0.00021711926,0.00008926215,0.9994506],"category_scores_gemma":[0.00017462758,0.0001616352,0.000097869925,0.0004087777,0.00009364805,0.00008492315,0.00007976626,0.0002715216,0.9977609],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000625147,0.00013190917,0.0000029780153,0.00002706267,0.000062791405,0.00007988886,0.00001816702,0.000004151286,0.001081209,0.0000011545961,0.1514387,0.84652686],"study_design_scores_gemma":[0.0010665399,0.00052083976,0.0005545999,0.00003364773,0.000041219508,0.00004809754,0.000002370432,0.00030299881,0.00093892775,0.0000065880668,0.9963213,0.00016285002],"about_ca_topic_score_codex":0.000024699339,"about_ca_topic_score_gemma":2.0694608e-7,"teacher_disagreement_score":0.84636396,"about_ca_system_score_codex":0.00013952694,"about_ca_system_score_gemma":0.000043501535,"threshold_uncertainty_score":0.6591292},"labels":[],"label_agreement":null},{"id":"W4406562812","doi":"10.1016/j.bjorlp.2022.09.002","title":"10.1016/j.bjorlp.2022.09.002","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Art","score_opus":0.009799152175461828,"score_gpt":0.23268522021642019,"score_spread":0.22288606804095837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406562812","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052226423,0.0000842118,0.0000013733792,0.0009076306,0.0000020798175,0.00047640104,0.00001481247,0.00013983481,0.993151],"genre_scores_gemma":[0.0016990226,2.6780754e-7,0.00019604218,0.000059937815,0.00027361925,0.000034941047,0.000020410604,0.00004717256,0.99766856],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842525,0.000053018495,0.00019416203,0.00034013123,0.00052562286,0.000461806],"domain_scores_gemma":[0.99892694,0.000050445484,0.000019360998,0.00049842685,0.00011924978,0.0003855655],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000185855,0.00016230764,0.00025844516,0.00017507764,0.0000731635,0.000026647793,0.0001872797,0.00008280416,0.99906105],"category_scores_gemma":[0.0001222005,0.00014908185,0.00009023978,0.00043755944,0.00008120552,0.000075098564,0.00006990694,0.0002774999,0.99738646],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042326146,0.00012576237,0.000004343955,0.000024167817,0.000055762128,0.00006872506,0.00001981357,0.0000041899434,0.0013130644,0.0000014201319,0.077545226,0.92041427],"study_design_scores_gemma":[0.000979076,0.00043110058,0.0006317166,0.000030057692,0.000037637205,0.00005298015,0.0000024449564,0.00029831895,0.0010591383,0.000006696514,0.99631953,0.00015132465],"about_ca_topic_score_codex":0.000024679555,"about_ca_topic_score_gemma":1.814827e-7,"teacher_disagreement_score":0.92026293,"about_ca_system_score_codex":0.00012314883,"about_ca_system_score_gemma":0.00003392136,"threshold_uncertainty_score":0.6079382},"labels":[],"label_agreement":null},{"id":"W4406562823","doi":"10.1016/j.bjorlp.2022.03.003","title":"10.1016/j.bjorlp.2022.03.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.009476085084509964,"score_gpt":0.2337318326218402,"score_spread":0.22425574753733024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406562823","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005211567,0.00008127849,0.0000010660137,0.0007920413,0.000002194754,0.00048191278,0.00001423483,0.00013390626,0.9932818],"genre_scores_gemma":[0.001957869,2.4392514e-7,0.00021268397,0.00007454703,0.00025320897,0.000034639143,0.000021550086,0.000047014666,0.99739826],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984353,0.000055372257,0.0001929374,0.0003388946,0.0005166625,0.00046079064],"domain_scores_gemma":[0.99894583,0.000048145197,0.00001916958,0.0004936456,0.00010805507,0.00038513498],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019392848,0.00016184669,0.00025704884,0.00017114935,0.00007317231,0.000026268732,0.00018152484,0.00008259051,0.9989697],"category_scores_gemma":[0.0001332549,0.00014831562,0.00008722621,0.0004634282,0.00008097317,0.000074225754,0.00006600949,0.00027523446,0.99755985],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047785358,0.0001361958,0.000005043619,0.00002628836,0.00006127026,0.00007386325,0.000020754705,0.000004518755,0.001469953,0.0000018222149,0.08651878,0.9112037],"study_design_scores_gemma":[0.00096597755,0.00042815565,0.00063464534,0.000029211998,0.00003758517,0.000052620602,0.0000025448496,0.00025325778,0.0011740818,0.0000074850577,0.9962637,0.00015075583],"about_ca_topic_score_codex":0.000024167144,"about_ca_topic_score_gemma":1.7293345e-7,"teacher_disagreement_score":0.9110529,"about_ca_system_score_codex":0.00012456765,"about_ca_system_score_gemma":0.000038377453,"threshold_uncertainty_score":0.6048136},"labels":[],"label_agreement":null},{"id":"W4406562921","doi":"10.1016/j.bjorlp.2020.05.005","title":"10.1016/j.bjorlp.2020.05.005","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Airway; Medicine; Anesthesia","score_opus":0.026746427050421785,"score_gpt":0.2994653454420415,"score_spread":0.2727189183916197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406562921","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.3312706e-8,0.48822406,1.9342325e-7,0.00006228036,0.0000033684778,0.0011927909,0.00006383139,0.000095939555,0.5103575],"genre_scores_gemma":[3.2281415e-9,0.20455152,0.000117721225,0.000016586697,0.00076176197,0.00017609845,0.00028272043,0.00017661438,0.793917],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965012,0.00022484221,0.00070820266,0.0008542762,0.00089853344,0.0008129569],"domain_scores_gemma":[0.99757993,0.00023315573,0.00014538602,0.0011812472,0.00014341345,0.00071686046],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033805115,0.0006637782,0.0024308814,0.00053007965,0.000084902305,0.00006028744,0.0005593342,0.0004692719,0.99760836],"category_scores_gemma":[0.00027330886,0.0005379872,0.0007376508,0.0010380524,0.00012905535,0.00006441216,0.00025857636,0.0010928268,0.9980063],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000576325,0.000089314635,4.0073984e-9,0.0040728385,0.00032326792,0.00021250908,0.0000026001562,1.0694237e-7,2.588726e-7,4.0166728e-7,0.13779911,0.85744196],"study_design_scores_gemma":[0.00043835602,0.0004045314,3.3063492e-7,0.004055833,0.001044246,0.00045343328,4.0186293e-7,0.0000063973407,0.0000010633929,0.0000011345089,0.99314106,0.00045319356],"about_ca_topic_score_codex":0.000010735875,"about_ca_topic_score_gemma":7.5730945e-8,"teacher_disagreement_score":0.8569888,"about_ca_system_score_codex":0.00048368593,"about_ca_system_score_gemma":0.00030322565,"threshold_uncertainty_score":0.99970716},"labels":[],"label_agreement":null},{"id":"W4406563149","doi":"10.1016/j.bjorlp.2017.05.054","title":"10.1016/j.bjorlp.2017.05.054","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Sleep apnea; Medicine; Apnea; Sleep (system call); Pharyngeal muscles; Pharynx; Computer science; Internal medicine; Anatomy","score_opus":0.012941213831215223,"score_gpt":0.2437769531721097,"score_spread":0.2308357393408945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406563149","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00485053,0.00006687471,0.0000013894008,0.001134042,0.0000023931568,0.00046216216,0.000015695425,0.00014154239,0.99332535],"genre_scores_gemma":[0.0013905383,1.9030418e-7,0.0003053469,0.000080627215,0.00028396308,0.000029104142,0.00002525501,0.000044078824,0.9978409],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984468,0.00005084392,0.00019469496,0.000339827,0.000495623,0.0004721917],"domain_scores_gemma":[0.9988452,0.00006291368,0.00002107068,0.00053651654,0.0001300745,0.0004041765],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019160914,0.00016589125,0.00026586914,0.00016996264,0.000077550096,0.000029337612,0.00020079922,0.000086230575,0.99854314],"category_scores_gemma":[0.00013343785,0.0001499251,0.00008988689,0.00035160032,0.00008896669,0.00008289562,0.00006695326,0.0002599321,0.997316],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039680104,0.00011175098,0.0000018453101,0.000016976566,0.000058989277,0.000089079535,0.000019904324,0.0000043525106,0.00084948604,0.0000011844644,0.21321549,0.78523415],"study_design_scores_gemma":[0.0009980592,0.0004708113,0.000549028,0.000023430744,0.000039126266,0.000096892036,0.0000023222547,0.00026410486,0.0009742501,0.000006698462,0.996422,0.0001532626],"about_ca_topic_score_codex":0.000027903372,"about_ca_topic_score_gemma":1.5237988e-7,"teacher_disagreement_score":0.7850809,"about_ca_system_score_codex":0.000117980424,"about_ca_system_score_gemma":0.000037604652,"threshold_uncertainty_score":0.6113768},"labels":[],"label_agreement":null},{"id":"W4406563259","doi":"10.1016/j.bjorlp.2016.12.003","title":"10.1016/j.bjorlp.2016.12.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Sleep (system call); Medicine; Sleep apnea; Audiology; Cardiology; Computer science","score_opus":0.010359531368672436,"score_gpt":0.23028345802040093,"score_spread":0.2199239266517285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406563259","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027177464,0.00007055733,0.0000016855529,0.0008996543,0.0000020684026,0.0004852878,0.00001434785,0.00013460997,0.995674],"genre_scores_gemma":[0.0008854834,2.969711e-7,0.00031979033,0.00007303481,0.0002649789,0.000031257085,0.000021988835,0.00004708368,0.9983561],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984683,0.000052796506,0.00019834256,0.00033179743,0.00047698957,0.00047177295],"domain_scores_gemma":[0.9989153,0.0000654577,0.000020211026,0.00050151476,0.00009714174,0.00040035314],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019110754,0.00016515456,0.00026200575,0.00016235045,0.00007072835,0.000026724294,0.00018118341,0.00008467018,0.99887913],"category_scores_gemma":[0.00013130106,0.0001467743,0.00008780826,0.0002922991,0.00008690171,0.00008123316,0.000060131762,0.00024668025,0.9972473],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042064174,0.00011873823,0.0000028296963,0.000017223698,0.000060126953,0.000052144147,0.000019185925,0.000003563131,0.0010300388,0.0000013163801,0.140217,0.8580572],"study_design_scores_gemma":[0.0010073509,0.00044120254,0.000523216,0.000028163115,0.000037813053,0.000048615464,0.000002200842,0.00019278488,0.0011674174,0.0000068547474,0.9963916,0.00015279328],"about_ca_topic_score_codex":0.000028310404,"about_ca_topic_score_gemma":1.8430133e-7,"teacher_disagreement_score":0.8579044,"about_ca_system_score_codex":0.00011822297,"about_ca_system_score_gemma":0.00004671311,"threshold_uncertainty_score":0.59852827},"labels":[],"label_agreement":null},{"id":"W4406564674","doi":"10.1016/j.ypdi.2016.01.011","title":"10.1016/j.ypdi.2016.01.011","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Sleep (system call); Association (psychology); Cohort study; Emergency medicine; Internal medicine","score_opus":0.010664428965106814,"score_gpt":0.23220958226192198,"score_spread":0.22154515329681518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406564674","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043403897,0.000085018975,0.0000015815384,0.0009663367,0.0000019169418,0.0004550439,0.000015238632,0.00014794059,0.99398655],"genre_scores_gemma":[0.001104705,3.190061e-7,0.00030796716,0.000063611624,0.0002694707,0.000028774133,0.000023728231,0.000048724105,0.9981527],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985148,0.00005067221,0.00019358488,0.00032376492,0.00045617725,0.0004610122],"domain_scores_gemma":[0.9989341,0.000061317325,0.00001978501,0.0004910932,0.000105049185,0.00038864283],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018087548,0.00016053981,0.00025712737,0.00015192112,0.00006713553,0.000025067677,0.0001836271,0.00008603548,0.9990075],"category_scores_gemma":[0.00011821386,0.00014276264,0.00008631299,0.00033343767,0.00007090265,0.00008104641,0.00006489755,0.0002428412,0.9979593],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044839035,0.000119412405,0.0000030119945,0.000017069473,0.00006013199,0.00005023013,0.000020722026,0.0000028936474,0.0008887876,0.0000013205066,0.13078149,0.8676065],"study_design_scores_gemma":[0.00093193084,0.00043390595,0.00066519575,0.00002676859,0.000036665977,0.000046232704,0.0000021814496,0.0001993115,0.001050861,0.0000067336196,0.9964513,0.00014887894],"about_ca_topic_score_codex":0.000026106029,"about_ca_topic_score_gemma":1.5062574e-7,"teacher_disagreement_score":0.8674577,"about_ca_system_score_codex":0.00010815637,"about_ca_system_score_gemma":0.000042823227,"threshold_uncertainty_score":0.5821692},"labels":[],"label_agreement":null},{"id":"W4406564871","doi":"10.1016/j.ypdi.2015.02.066","title":"10.1016/j.ypdi.2015.02.066","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Tongue; Sleep (system call); Internal medicine; Audiology; Cardiology; Pathology","score_opus":0.009766759359017869,"score_gpt":0.24323460022400015,"score_spread":0.2334678408649823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406564871","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004682363,0.00009027916,0.000001617679,0.0012633825,0.0000019591573,0.00045397537,0.0000146191205,0.0001353322,0.99335647],"genre_scores_gemma":[0.0015549953,2.1719265e-7,0.00034890446,0.00006791019,0.00028982144,0.000028000339,0.000023585282,0.000045503275,0.9976411],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985072,0.000051951003,0.00018639934,0.00031814267,0.0004856606,0.00045064776],"domain_scores_gemma":[0.9989255,0.000050148035,0.000019172603,0.00049125386,0.00012621397,0.0003876983],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019223672,0.00015741187,0.00025534513,0.0001471883,0.00006659665,0.000026191745,0.00017952717,0.00008274812,0.9988547],"category_scores_gemma":[0.000117962045,0.00014224708,0.00008331012,0.00035026582,0.00008503124,0.000080457525,0.00006446354,0.00024638957,0.99775636],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037878304,0.00011983834,0.0000030217025,0.000017020662,0.00006286836,0.000051739695,0.000025455913,0.0000042186825,0.0006765757,0.00000174653,0.15891242,0.8397463],"study_design_scores_gemma":[0.0009396528,0.00044693088,0.00049783883,0.000020610389,0.000038055474,0.000047783724,0.0000030209155,0.00029374793,0.0010601402,0.000006786861,0.9964995,0.00014598128],"about_ca_topic_score_codex":0.000026160651,"about_ca_topic_score_gemma":1.4861098e-7,"teacher_disagreement_score":0.8396003,"about_ca_system_score_codex":0.000112168505,"about_ca_system_score_gemma":0.000036592162,"threshold_uncertainty_score":0.5800668},"labels":[],"label_agreement":null},{"id":"W4406564918","doi":"10.1016/j.ypdi.2014.02.034","title":"10.1016/j.ypdi.2014.02.034","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Sense (electronics); Airway; Positive airway pressure; Intensive care medicine; Internal medicine; Anesthesia","score_opus":0.008945905215939477,"score_gpt":0.23148869043140952,"score_spread":0.22254278521547005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406564918","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004627348,0.00010025054,0.0000016189109,0.0010774308,0.0000019192357,0.00044965112,0.000014112986,0.00014069157,0.99358696],"genre_scores_gemma":[0.0015882023,3.4791972e-7,0.00029896147,0.00006801338,0.00027991438,0.00002830231,0.00002342074,0.000046730966,0.9976661],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850327,0.00005196465,0.00018856555,0.00032727543,0.0004761397,0.0004527941],"domain_scores_gemma":[0.9989158,0.000062639316,0.000019400406,0.0005009818,0.00011966668,0.00038151693],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001894564,0.00015807452,0.00025578524,0.0001514936,0.00006771096,0.000026319029,0.00018205577,0.00008478617,0.999123],"category_scores_gemma":[0.00011101455,0.00014262737,0.00008614105,0.0002890704,0.00008435035,0.00007605456,0.00006388802,0.00024725564,0.9984101],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003516404,0.00010534329,0.000003688341,0.00001668737,0.000054496642,0.00004530831,0.00001810419,0.0000041291037,0.0008266146,0.0000012882506,0.20446523,0.7941075],"study_design_scores_gemma":[0.00088210346,0.00044430836,0.00064656977,0.000018760742,0.000035982124,0.000049318372,0.0000025549923,0.00023883341,0.0011145539,0.0000072382873,0.9964138,0.00014592709],"about_ca_topic_score_codex":0.000032980308,"about_ca_topic_score_gemma":1.5496056e-7,"teacher_disagreement_score":0.7939615,"about_ca_system_score_codex":0.00010872415,"about_ca_system_score_gemma":0.000034844255,"threshold_uncertainty_score":0.58161753},"labels":[],"label_agreement":null},{"id":"W4406564936","doi":"10.1016/j.ypdi.2013.01.026","title":"10.1016/j.ypdi.2013.01.026","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Continuous positive airway pressure; Observational study; Obstructive sleep apnea; Sleep apnea; Positive airway pressure; Airway; Apnea; Intensive care medicine; Cardiology; Emergency medicine; Internal medicine; Anesthesia","score_opus":0.010558968804790124,"score_gpt":0.2336211611741108,"score_spread":0.22306219236932068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406564936","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052308952,0.000091885464,0.0000014102359,0.0015917484,0.0000019018482,0.00046300804,0.0000141197725,0.00014162589,0.9924634],"genre_scores_gemma":[0.0012765832,3.8373273e-7,0.0003132849,0.00006401674,0.00026630782,0.000028228065,0.000024184072,0.000047414702,0.9979796],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851745,0.000049488932,0.00018796837,0.00031836992,0.0004729993,0.00045370453],"domain_scores_gemma":[0.9989455,0.000058948786,0.000019076182,0.00048679733,0.000105109786,0.00038460598],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001737011,0.00015777898,0.0002534013,0.00014898453,0.00006810022,0.000026582225,0.00018043378,0.000084811014,0.9990829],"category_scores_gemma":[0.00010022979,0.00014236999,0.000083801264,0.00034509858,0.00008396641,0.00008084709,0.000064686086,0.0002470884,0.997964],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038944138,0.00011368521,0.0000026042242,0.000017301236,0.00005761385,0.000046551293,0.000019862107,0.0000053310887,0.00074552983,0.0000011313449,0.16734374,0.8312572],"study_design_scores_gemma":[0.00090195826,0.00040986136,0.00056741916,0.00002069534,0.000035270405,0.0000487196,0.000002667474,0.00032152692,0.0007786738,0.000006735,0.99676055,0.00014591048],"about_ca_topic_score_codex":0.000046164583,"about_ca_topic_score_gemma":2.7525246e-7,"teacher_disagreement_score":0.8311113,"about_ca_system_score_codex":0.0001058022,"about_ca_system_score_gemma":0.000031047235,"threshold_uncertainty_score":0.58056796},"labels":[],"label_agreement":null},{"id":"W4406564960","doi":"10.1016/j.ypdi.2014.02.012","title":"10.1016/j.ypdi.2014.02.012","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Central sleep apnea; Sleep apnea; Apnea; Anesthesia; Ventilation (architecture); Randomized controlled trial; Sleep (system call); Positive pressure ventilation; Obstructive sleep apnea; Continuous positive airway pressure; Internal medicine; Polysomnography","score_opus":0.009131076287607117,"score_gpt":0.2320335802917768,"score_spread":0.22290250400416967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406564960","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055137095,0.00010872221,0.0000016545007,0.0010187523,0.000001948267,0.00044775955,0.0000139164395,0.0001427863,0.99275076],"genre_scores_gemma":[0.0017591463,3.2819378e-7,0.0002998795,0.000064429085,0.00028944187,0.000028348737,0.000023219964,0.000047697922,0.9974875],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985124,0.000052079373,0.00018663949,0.00031644135,0.00047093362,0.0004614974],"domain_scores_gemma":[0.99892175,0.000061898834,0.000019236111,0.00049116276,0.00011530384,0.00039061907],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019164826,0.00015712678,0.0002527392,0.00014979181,0.00006557583,0.000025179503,0.000177252,0.00008442802,0.99914855],"category_scores_gemma":[0.00010390172,0.00014188192,0.00008535287,0.00028770394,0.0000815122,0.00008194769,0.00006315425,0.00024538735,0.99841696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037168694,0.000114743365,0.0000036187548,0.000017569326,0.000057657904,0.000055073535,0.000019389716,0.000004047291,0.000863808,0.0000011947575,0.17357707,0.82491416],"study_design_scores_gemma":[0.00085940125,0.00042033306,0.00066824607,0.000017888222,0.00003731443,0.00006186209,0.0000027291728,0.00021798952,0.0010772956,0.000006761238,0.996485,0.00014520434],"about_ca_topic_score_codex":0.000031776905,"about_ca_topic_score_gemma":1.501248e-7,"teacher_disagreement_score":0.82476896,"about_ca_system_score_codex":0.00010811097,"about_ca_system_score_gemma":0.00003301401,"threshold_uncertainty_score":0.57857764},"labels":[],"label_agreement":null},{"id":"W4406564987","doi":"10.1016/j.ypdi.2013.02.020","title":"10.1016/j.ypdi.2013.02.020","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Sleep disordered breathing; Breathing; Sleep (system call); Longitudinal study; Audiology; Cardiology; Anesthesia; Pathology; Obstructive sleep apnea","score_opus":0.010110579982251266,"score_gpt":0.23037392491906808,"score_spread":0.22026334493681682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406564987","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068325745,0.000085871696,0.0000014477024,0.0014598897,0.0000016952464,0.0004699021,0.000014472087,0.00013924653,0.99099493],"genre_scores_gemma":[0.001801627,3.7314794e-7,0.00031029675,0.00007338208,0.00028164563,0.000028854733,0.000024421057,0.00004623723,0.9974332],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985157,0.00004944639,0.00018983227,0.0003232736,0.00047279606,0.00044893837],"domain_scores_gemma":[0.99892956,0.000056944467,0.000019322028,0.0004745126,0.00011938724,0.00040028302],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016277823,0.0001592597,0.00025708345,0.00014376112,0.00006746621,0.000026063346,0.00018149115,0.00008437185,0.99937063],"category_scores_gemma":[0.000102893704,0.00014373905,0.00008504795,0.00034756304,0.00008328276,0.00007190256,0.00006463744,0.00024897445,0.9984979],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039997543,0.000115555114,0.000003532701,0.000018559182,0.000061111066,0.00005113957,0.00002257689,0.0000073338065,0.000765377,0.0000011323785,0.14310405,0.8554497],"study_design_scores_gemma":[0.00090041105,0.00045269326,0.0004321708,0.000020058862,0.000035356756,0.000047892758,0.0000026551113,0.00044414282,0.00092515553,0.0000063623247,0.99658585,0.00014726531],"about_ca_topic_score_codex":0.000036375357,"about_ca_topic_score_gemma":2.0662797e-7,"teacher_disagreement_score":0.8553024,"about_ca_system_score_codex":0.00010315833,"about_ca_system_score_gemma":0.00003240397,"threshold_uncertainty_score":0.5861508},"labels":[],"label_agreement":null},{"id":"W4406565028","doi":"10.1016/j.ypdi.2014.02.005","title":"10.1016/j.ypdi.2014.02.005","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Randomized controlled trial; Airway; Positive airway pressure; Sleep apnea; Outcome (game theory); Anesthesia; Internal medicine","score_opus":0.00875271717005575,"score_gpt":0.231360100711088,"score_spread":0.22260738354103227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406565028","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004251756,0.00010138071,0.0000015563927,0.001167359,0.0000018461155,0.00044481867,0.0000149319085,0.00014017148,0.99387616],"genre_scores_gemma":[0.0014652278,3.44628e-7,0.0003081386,0.00007268602,0.00029522096,0.000027641798,0.000023973555,0.000046590183,0.9977602],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850935,0.00005109957,0.00018845528,0.00032484578,0.00047299798,0.00045322865],"domain_scores_gemma":[0.99894124,0.00006167028,0.000019355599,0.00049800903,0.0000975274,0.0003822012],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018932992,0.00015746026,0.0002540233,0.00014943132,0.00006674114,0.000025972486,0.00018073313,0.0000843318,0.99917984],"category_scores_gemma":[0.00010576066,0.00014198202,0.000085799824,0.00028125057,0.00008323832,0.00007677998,0.00006365683,0.00024659,0.99833393],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034351277,0.00010466215,0.0000035809585,0.000015805326,0.00005350674,0.00004133455,0.000016935694,0.0000044592225,0.0007856215,0.0000012396656,0.20937693,0.7892524],"study_design_scores_gemma":[0.00087703776,0.00042512058,0.0006279376,0.000018368413,0.000035395453,0.00004874137,0.0000024014187,0.00025145314,0.001115894,0.0000067410715,0.9964458,0.00014515113],"about_ca_topic_score_codex":0.00003158371,"about_ca_topic_score_gemma":1.6673496e-7,"teacher_disagreement_score":0.78910726,"about_ca_system_score_codex":0.000109491666,"about_ca_system_score_gemma":0.000033852975,"threshold_uncertainty_score":0.57898587},"labels":[],"label_agreement":null},{"id":"W4406565047","doi":"10.1016/j.ypdi.2013.01.019","title":"10.1016/j.ypdi.2013.01.019","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Association (psychology); Sleep apnea; Cardiology; Internal medicine; Sleep (system call)","score_opus":0.01032794572897427,"score_gpt":0.23313342152266373,"score_spread":0.22280547579368945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406565047","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0062290677,0.00008742637,0.0000013630898,0.0015377725,0.000001983672,0.000484615,0.000014769057,0.0001438978,0.9914991],"genre_scores_gemma":[0.0013021098,3.9119095e-7,0.00029998572,0.000065303335,0.00026146643,0.000027551061,0.000025457373,0.000048335325,0.9979694],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850494,0.000049836122,0.00018908613,0.00032251794,0.0004778851,0.00045571706],"domain_scores_gemma":[0.99894524,0.00006121312,0.000019293419,0.0004947375,0.00010471941,0.00037481755],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017406789,0.00015913844,0.0002576068,0.0001509316,0.00006430379,0.000026578136,0.00018127199,0.00008560822,0.9989291],"category_scores_gemma":[0.00009632649,0.00014383352,0.00008508986,0.00035098844,0.00008017766,0.000081575716,0.000064746775,0.00024885774,0.99798495],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041437265,0.000116584175,0.000003813042,0.000018420511,0.00006058939,0.000046003144,0.000020812393,0.0000062465806,0.0007113486,0.000001182605,0.16778834,0.8308123],"study_design_scores_gemma":[0.0009271589,0.00039236477,0.00072904397,0.000020846004,0.000035434772,0.000047895417,0.0000027699941,0.0003349723,0.00073510694,0.00000618556,0.9966203,0.0001479182],"about_ca_topic_score_codex":0.00004734,"about_ca_topic_score_gemma":2.7125773e-7,"teacher_disagreement_score":0.8306644,"about_ca_system_score_codex":0.00008423378,"about_ca_system_score_gemma":0.000032702977,"threshold_uncertainty_score":0.58653605},"labels":[],"label_agreement":null},{"id":"W4406565693","doi":"10.1016/j.endmag.2008.04.008","title":"10.1016/j.endmag.2008.04.008","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.010619684929357089,"score_gpt":0.23437732860065855,"score_spread":0.22375764367130146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406565693","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032145712,0.000120139404,0.0000015535994,0.0010545569,0.0000020351938,0.00046087443,0.000017619195,0.00015688657,0.99497175],"genre_scores_gemma":[0.0013630948,3.356447e-7,0.00035299174,0.00006709591,0.00027597402,0.000028898834,0.000025651943,0.00004905194,0.9978369],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983992,0.00005683016,0.00020099196,0.0003414784,0.00051405904,0.0004874267],"domain_scores_gemma":[0.9988839,0.00006228703,0.000019953432,0.0005050031,0.00012727476,0.0004015882],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018578442,0.00016924109,0.0002672312,0.00016919966,0.00007410977,0.000026190417,0.00018678332,0.000085056876,0.99894214],"category_scores_gemma":[0.00012638747,0.00015476701,0.00009158974,0.00040366166,0.00009167116,0.000083432205,0.00006498316,0.00026400233,0.9973911],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040389775,0.00011765634,0.0000029964956,0.0000163455,0.000057633668,0.00007866957,0.000021124364,0.00000526139,0.00065791374,0.000001576639,0.1368205,0.8618164],"study_design_scores_gemma":[0.00095918326,0.00043758115,0.00072366605,0.00002266926,0.000034154426,0.00008031696,0.0000025292243,0.00024511185,0.0013411571,0.0000056751237,0.9959915,0.00015641304],"about_ca_topic_score_codex":0.000030682535,"about_ca_topic_score_gemma":1.805982e-7,"teacher_disagreement_score":0.86166,"about_ca_system_score_codex":0.000119771816,"about_ca_system_score_gemma":0.0000410212,"threshold_uncertainty_score":0.6311216},"labels":[],"label_agreement":null},{"id":"W4406574895","doi":"10.1016/s1624-6381(17)88316-9","title":"10.1016/s1624-6381(17)88316-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.01007186885608943,"score_gpt":0.2339102874638275,"score_spread":0.22383841860773807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406574895","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030301302,0.00007636658,0.0000019131933,0.0010524637,0.0000016730396,0.0004846088,0.000016250344,0.00015004881,0.99518657],"genre_scores_gemma":[0.0010123918,2.0387724e-7,0.00029472375,0.000086020926,0.00028775271,0.00003427361,0.000026752155,0.000047845693,0.99821],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983906,0.000049604383,0.00020461327,0.00034788338,0.00051945884,0.00048781245],"domain_scores_gemma":[0.9988518,0.00006848344,0.000020805084,0.0005178655,0.00012905935,0.00041202013],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019170158,0.00017194512,0.00027412505,0.00016377958,0.00007472784,0.000028814657,0.00019105242,0.00009064862,0.99924946],"category_scores_gemma":[0.00012401532,0.00015648277,0.000093871065,0.00039328483,0.00007131754,0.00008121862,0.00006798874,0.00027129453,0.99730676],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043038838,0.00012336294,0.0000021613655,0.000014389272,0.000063247724,0.00006657837,0.000021115771,0.000006782178,0.0007759149,0.0000013517271,0.20421197,0.79428273],"study_design_scores_gemma":[0.000977607,0.00043159036,0.000550483,0.000022968748,0.000040218478,0.00005957473,0.0000027410176,0.00033655728,0.00096481736,0.0000072628504,0.99644697,0.00015924133],"about_ca_topic_score_codex":0.000026074154,"about_ca_topic_score_gemma":1.6996381e-7,"teacher_disagreement_score":0.7941235,"about_ca_system_score_codex":0.00012870823,"about_ca_system_score_gemma":0.000039167477,"threshold_uncertainty_score":0.6381182},"labels":[],"label_agreement":null},{"id":"W4406576994","doi":"10.1016/s1544-8800(11)70041-0","title":"10.1016/s1544-8800(11)70041-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Omega; Internal medicine; Medicine; Cardiology; Philosophy; Linguistics","score_opus":0.009851532201114909,"score_gpt":0.2324520136640013,"score_spread":0.2226004814628864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406576994","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009609566,0.000062847226,0.0000016200361,0.0011352234,0.0000019401793,0.00048744277,0.0000149258385,0.00015153213,0.9885349],"genre_scores_gemma":[0.0016187846,1.9441578e-7,0.00036318446,0.000060714843,0.0002868984,0.0000331007,0.00002396761,0.000049703805,0.9975634],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983912,0.00005411132,0.00020399387,0.00034729834,0.0005190652,0.00048429085],"domain_scores_gemma":[0.99885494,0.00007232977,0.000020326988,0.00052001263,0.00012839958,0.00040398564],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019264565,0.00017078959,0.00027172855,0.00015990356,0.00007472369,0.000028809827,0.00019695183,0.000090828624,0.9990232],"category_scores_gemma":[0.00013273966,0.0001557243,0.00009430872,0.000381594,0.00009141079,0.000079512334,0.000069456284,0.00023292667,0.99756086],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038126443,0.00013731686,0.0000064277187,0.000023455465,0.000058048492,0.0000697334,0.000025620659,0.00000792656,0.00079265947,0.0000019488334,0.12740916,0.8710864],"study_design_scores_gemma":[0.0009562762,0.00036035164,0.0011132928,0.000023720093,0.00004007405,0.00005675984,0.0000028198651,0.00026820917,0.0010672028,0.0000065894706,0.99594647,0.00015821462],"about_ca_topic_score_codex":0.00005133924,"about_ca_topic_score_gemma":4.0932107e-7,"teacher_disagreement_score":0.8709282,"about_ca_system_score_codex":0.00013003756,"about_ca_system_score_gemma":0.000039592083,"threshold_uncertainty_score":0.63502526},"labels":[],"label_agreement":null},{"id":"W4406578619","doi":"10.1016/s1544-8800(06)70982-4","title":"10.1016/s1544-8800(06)70982-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Sleep apnea; Simple (philosophy); Cardiology; Sleep (system call); Obstructive sleep apnea; Apnea; Internal medicine; Computer science","score_opus":0.010127718416699688,"score_gpt":0.23333594812074135,"score_spread":0.22320822970404167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406578619","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072479253,0.00007172142,0.0000015709119,0.0010673635,0.0000013426856,0.0004979341,0.00001622334,0.00014911802,0.9909468],"genre_scores_gemma":[0.0016075129,2.45949e-7,0.00031939495,0.00006513339,0.0002806929,0.00003300838,0.00003184309,0.000049822323,0.99761236],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838066,0.000054227963,0.0002052628,0.00034773065,0.00052073883,0.00049139606],"domain_scores_gemma":[0.9988368,0.000070242364,0.000021026344,0.0005188393,0.00013135355,0.00042172064],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019081861,0.00017191953,0.00027476207,0.0001635707,0.000074796924,0.00002908383,0.00019321688,0.00009124693,0.99888176],"category_scores_gemma":[0.00014797496,0.00015665879,0.00009408569,0.00039533197,0.000088658875,0.000082154686,0.000068633366,0.000273545,0.99846417],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003977018,0.0001344923,0.000004282436,0.000023669163,0.00007065504,0.00006710206,0.0000244273,0.0000068144213,0.0010681001,0.0000016737932,0.16640429,0.83179677],"study_design_scores_gemma":[0.00095588894,0.00038211021,0.0010914908,0.00002456748,0.00003999682,0.000057768935,0.0000028525396,0.00029141307,0.0009922687,0.0000068209592,0.9959956,0.00015922036],"about_ca_topic_score_codex":0.000034137658,"about_ca_topic_score_gemma":1.7422417e-7,"teacher_disagreement_score":0.83163756,"about_ca_system_score_codex":0.00012974556,"about_ca_system_score_gemma":0.000043366923,"threshold_uncertainty_score":0.63883597},"labels":[],"label_agreement":null},{"id":"W4406609955","doi":"10.1016/j.bja.2024.10.042","title":"Opioid use in treated and untreated obstructive sleep apnoea: remifentanil pharmacokinetics and pharmacodynamics in adult volunteers","year":2025,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Center for Advancing Translational Sciences; Institute of Clinical and Translational Sciences; National Institutes of Health; Washington University in St. Louis; Michael Smith Health Research BC; Thrasher Research Fund; Pharmaceutical Research and Manufacturers of America Foundation","keywords":"Remifentanil; Pharmacodynamics; Medicine; Opioid; Pharmacokinetics; Anesthesia; Sleep (system call); Pharmacology; Internal medicine; Propofol; Computer science","score_opus":0.00920892778435794,"score_gpt":0.2738081774124595,"score_spread":0.26459924962810155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406609955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995734,0.0032179062,0.000031942287,0.00036528904,0.00008370022,0.00041252334,0.000014203535,0.000012747087,0.00012769093],"genre_scores_gemma":[0.9884304,0.010360954,0.0008368074,0.00021490306,0.00003623663,0.000005366927,0.000006963812,0.000028820792,0.00007957311],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981553,0.00017499267,0.00066232315,0.00029683852,0.00033843526,0.00037211567],"domain_scores_gemma":[0.9989341,0.00011063837,0.00015671251,0.000107155654,0.00046716348,0.00022423695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027246145,0.00020883683,0.0005588947,0.00074736885,0.00005209544,0.000097103824,0.00012371209,0.00012938924,0.000017031394],"category_scores_gemma":[0.0003776856,0.00023436618,0.00006937256,0.0008076454,0.0002650199,0.0003389232,0.000058503396,0.0007850295,6.2791077e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013246078,0.00031063668,0.7918441,0.00015696595,0.00023350936,0.010734788,0.00031731487,0.00003779824,0.0064824554,0.00006504463,0.00009714105,0.18839562],"study_design_scores_gemma":[0.0133623835,0.00037295726,0.96752733,0.0011360105,0.00023454205,0.0041633206,0.0007004452,0.009449298,0.0025844485,0.00010430537,0.00016536094,0.000199624],"about_ca_topic_score_codex":0.0013929139,"about_ca_topic_score_gemma":0.0006661804,"teacher_disagreement_score":0.188196,"about_ca_system_score_codex":0.0003725159,"about_ca_system_score_gemma":0.00007651905,"threshold_uncertainty_score":0.9557175},"labels":[],"label_agreement":null},{"id":"W4406610315","doi":"10.1007/s00405-025-09208-z","title":"Effect of multi-level upper airway surgery on obese patients with obstructive sleep apnea","year":2025,"lang":"en","type":"article","venue":"European Archives of Oto-Rhino-Laryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; McGill University","funders":"","keywords":"Obstructive sleep apnea; Medicine; Airway; Obesity; Continuous positive airway pressure; Sleep apnea; Anesthesia; Cardiology; Internal medicine","score_opus":0.012925279558446343,"score_gpt":0.2682424292223486,"score_spread":0.25531714966390223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406610315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9709583,0.00016454389,0.0017419389,0.00012940985,0.0003261318,0.0014968577,0.00018221914,0.00006866063,0.024931949],"genre_scores_gemma":[0.9960965,0.000017777747,0.0027598613,0.00015835458,0.000069047936,0.00003691327,0.00017278054,0.00011160042,0.0005771821],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99479467,0.0022300808,0.00080494664,0.0008703362,0.00056091533,0.0007390532],"domain_scores_gemma":[0.9945233,0.003523496,0.0003780809,0.0010775957,0.00023594766,0.00026160487],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065836415,0.0005276179,0.0013131527,0.0012367691,0.000113904054,0.000010949545,0.0005165043,0.00009683188,0.00013403282],"category_scores_gemma":[0.0018174201,0.0003975104,0.0004123305,0.0005338876,0.0011162491,0.00011292073,0.0004996478,0.00075365364,0.00010430092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011259524,0.0013148561,0.80719036,0.001151838,0.001281788,0.00023558034,0.0008438549,0.000037547165,0.01887197,0.00037249463,0.000121749974,0.15731843],"study_design_scores_gemma":[0.0062220963,0.0034683305,0.9340283,0.0004366764,0.00022505462,0.000018019704,0.00005729316,0.00038735443,0.054622274,0.00003103892,0.00022549763,0.00027804953],"about_ca_topic_score_codex":0.0000380321,"about_ca_topic_score_gemma":0.0000065969,"teacher_disagreement_score":0.15704039,"about_ca_system_score_codex":0.00006450727,"about_ca_system_score_gemma":0.0000762967,"threshold_uncertainty_score":0.99984765},"labels":[],"label_agreement":null},{"id":"W4406627256","doi":"10.1002/oto2.70076","title":"Coblation Versus Radiofrequency for Tongue Base Reduction in Obstructive Sleep Apnea: A Meta‐analysis","year":2025,"lang":"en","type":"review","venue":"OTO Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre; University of Ottawa","funders":"","keywords":"Medicine; Obstructive sleep apnea; Epworth Sleepiness Scale; Visual analogue scale; Hypopnea; Meta-analysis; Apnea; Polysomnography; Anesthesia; Internal medicine","score_opus":0.16314413704037092,"score_gpt":0.4477244482444751,"score_spread":0.2845803112041042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406627256","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008937338,0.97685486,0.0008424117,0.00015676298,0.0005381214,0.01372922,0.0005154957,0.00003767641,0.007316537],"genre_scores_gemma":[0.00023280141,0.97056526,0.010156954,0.00001856267,0.00036196862,0.011640371,0.0040439977,0.00014236089,0.0028377527],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99623823,0.0005612632,0.0009812958,0.0012064379,0.0004961999,0.0005165658],"domain_scores_gemma":[0.99680656,0.0010184373,0.00045379944,0.0010972694,0.00042766155,0.00019628083],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010666575,0.00057515025,0.0046162847,0.0018728416,0.00012928605,0.00014002473,0.0007291704,0.00047082282,0.0009808391],"category_scores_gemma":[0.0012662746,0.00048558795,0.0021803894,0.003786642,0.00009626497,0.00036540107,0.00035408858,0.00066658156,0.000053418004],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070454326,0.00017541752,0.000011871001,0.011642618,0.14304338,0.000056397523,0.00010028758,0.000018458955,0.0000057275065,0.0013376828,0.000102677644,0.8428009],"study_design_scores_gemma":[0.004587337,0.0004358355,0.000047855137,0.0014682206,0.67848307,0.000050117123,0.00024717432,0.0004498883,0.000055072163,0.0002747216,0.31307238,0.000828331],"about_ca_topic_score_codex":0.0007070588,"about_ca_topic_score_gemma":0.00011100481,"teacher_disagreement_score":0.8419726,"about_ca_system_score_codex":0.001261179,"about_ca_system_score_gemma":0.0005240774,"threshold_uncertainty_score":0.9999324},"labels":[],"label_agreement":null},{"id":"W4406645405","doi":"10.1016/b978-84-8086-959-1.00375-8","title":"10.1016/b978-84-8086-959-1.00375-8","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology","score_opus":0.014607760796154253,"score_gpt":0.22851508432353243,"score_spread":0.21390732352737818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406645405","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000041699827,0.00045541744,0.0000012376437,0.00052502035,0.000008285357,0.0012923476,0.00018306401,0.0002391078,0.9972913],"genre_scores_gemma":[0.000005196151,0.0000016152092,0.0001954051,0.00008209535,0.0009922977,0.00004416915,0.0002930158,0.00029139704,0.9980948],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965671,0.0000369655,0.0005319079,0.00089706,0.0012185609,0.00074843894],"domain_scores_gemma":[0.9974359,0.00012895426,0.00012388486,0.0012250103,0.00034434674,0.0007418922],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002460622,0.00066186156,0.0009806836,0.00066284614,0.00010791704,0.00005657777,0.00044989475,0.00062097097,0.9991035],"category_scores_gemma":[0.000117496056,0.0006423127,0.00035897281,0.00012859002,0.00024769234,0.000079645346,0.00025910858,0.0011823935,0.9981034],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006765742,0.00006608725,1.0134936e-7,0.00009620751,0.0004109865,0.00035436414,0.000014061423,0.0000016828906,0.00008242414,0.00011211848,0.12280195,0.87538344],"study_design_scores_gemma":[0.0010240198,0.0006734466,0.000012462378,0.000251382,0.0002792303,0.000138161,7.3053343e-7,0.00003124371,0.000099955105,0.00020158735,0.99672025,0.00056755147],"about_ca_topic_score_codex":0.00002103481,"about_ca_topic_score_gemma":4.1891408e-7,"teacher_disagreement_score":0.8748159,"about_ca_system_score_codex":0.00041740522,"about_ca_system_score_gemma":0.00015685335,"threshold_uncertainty_score":0.9996028},"labels":[],"label_agreement":null},{"id":"W4406646486","doi":"10.1016/b978-84-8086-648-4.00013-3","title":"10.1016/b978-84-8086-648-4.00013-3","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.01455436377023376,"score_gpt":0.2284329106552142,"score_spread":0.21387854688498045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406646486","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000045830816,0.0004346344,0.000001171325,0.00051535177,0.000007895813,0.0013191127,0.00017844958,0.00025969447,0.9972791],"genre_scores_gemma":[0.0000059203117,0.000001666571,0.00018802227,0.0000789888,0.0009788318,0.00004625484,0.00028414765,0.00030333162,0.99811286],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965584,0.000036441535,0.00053187524,0.0008976567,0.0012160327,0.00075957214],"domain_scores_gemma":[0.99744093,0.00013834327,0.00012293078,0.0012364307,0.00032907375,0.0007322834],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023073665,0.00066442083,0.0009790626,0.0006597401,0.00010442452,0.00005860487,0.00046344814,0.00062218815,0.99917054],"category_scores_gemma":[0.00010828004,0.0006451645,0.00036985867,0.00012341575,0.0002482115,0.00008123546,0.00025942147,0.0011668744,0.9982346],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067231996,0.00006933889,8.684287e-8,0.00009462346,0.00040075427,0.00035024647,0.000014942876,0.0000017614885,0.000085149,0.00011735035,0.11706409,0.8811293],"study_design_scores_gemma":[0.0010560508,0.00066888303,0.000010825145,0.00026224495,0.00026635488,0.00014931924,7.7486794e-7,0.000035644414,0.00009770266,0.00022156605,0.9966604,0.0005702188],"about_ca_topic_score_codex":0.000024412875,"about_ca_topic_score_gemma":3.938734e-7,"teacher_disagreement_score":0.88055915,"about_ca_system_score_codex":0.00044112996,"about_ca_system_score_gemma":0.00015303193,"threshold_uncertainty_score":0.99959993},"labels":[],"label_agreement":null},{"id":"W4406649017","doi":"10.1016/b978-2-294-73068-9.00302-9","title":"10.1016/b978-2-294-73068-9.00302-9","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.014833713164753608,"score_gpt":0.22907752744170454,"score_spread":0.21424381427695094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406649017","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000034610619,0.00037911217,0.0000010184791,0.00048623205,0.000006649827,0.0011827811,0.00016797951,0.00022449694,0.9975483],"genre_scores_gemma":[0.000004314169,0.0000012938962,0.00018718572,0.00007614028,0.0010150857,0.00003886384,0.00026883095,0.00028258088,0.99812573],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99683064,0.000033584274,0.00048517273,0.000845044,0.0011115827,0.00069397537],"domain_scores_gemma":[0.99762356,0.00011863275,0.00011305881,0.0011350679,0.0003066732,0.00070300937],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021768495,0.00061982847,0.0009195254,0.00064170704,0.00009757046,0.000050002036,0.00041386447,0.000583852,0.9992279],"category_scores_gemma":[0.00009718094,0.00060419156,0.00034384508,0.000114461625,0.00021630367,0.00007380296,0.00023811597,0.0010801028,0.9982683],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061428,0.000061290055,6.466229e-8,0.000080876016,0.00038911303,0.00034844753,0.000011171059,0.0000016068811,0.000075787386,0.00011664192,0.122997895,0.87530285],"study_design_scores_gemma":[0.00095273234,0.0006668796,0.0000076227257,0.0002356341,0.00024980528,0.00014094733,6.069481e-7,0.000027622615,0.00010567069,0.00022187883,0.9968574,0.0005332121],"about_ca_topic_score_codex":0.000015396412,"about_ca_topic_score_gemma":3.5192264e-7,"teacher_disagreement_score":0.8747696,"about_ca_system_score_codex":0.00041195826,"about_ca_system_score_gemma":0.00015433958,"threshold_uncertainty_score":0.99964094},"labels":[],"label_agreement":null},{"id":"W4406651130","doi":"10.1016/b978-1-4557-4696-5.00184-6","title":"10.1016/b978-1-4557-4696-5.00184-6","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Apnea; Sleep apnea; Intensive care medicine; Cardiology; Anesthesia","score_opus":0.014774204856967217,"score_gpt":0.229290172640278,"score_spread":0.2145159677833108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406651130","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002563576,0.00038845174,0.0000011825381,0.00055795565,0.0000071185905,0.0012145123,0.00017143686,0.0002324593,0.9974243],"genre_scores_gemma":[0.0000032144244,0.0000014662129,0.00021309145,0.000094262236,0.0010006229,0.000037850456,0.00027822013,0.00028451675,0.99808675],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99673486,0.00003267727,0.0005025288,0.00087196194,0.0011519745,0.0007060008],"domain_scores_gemma":[0.9975389,0.00012426742,0.00011520564,0.0011869824,0.000315591,0.00071901723],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023015204,0.0006229595,0.00092603726,0.0006435632,0.00009774491,0.000052211886,0.00042095952,0.00058770465,0.99927926],"category_scores_gemma":[0.0001047907,0.0006087277,0.00035085643,0.0001132135,0.00022749939,0.000072748015,0.0002477201,0.0011014695,0.9985058],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000602921,0.000058735255,6.253742e-8,0.00008083876,0.00035858693,0.00034665872,0.000011219765,0.0000010858732,0.000071063005,0.00009550438,0.06195217,0.93642116],"study_design_scores_gemma":[0.000946521,0.000669513,0.000010524861,0.00023906678,0.0002512538,0.00014505527,6.534306e-7,0.000028932294,0.000075514334,0.00019791265,0.9969013,0.0005337541],"about_ca_topic_score_codex":0.000021710748,"about_ca_topic_score_gemma":2.923348e-7,"teacher_disagreement_score":0.9358874,"about_ca_system_score_codex":0.00039765387,"about_ca_system_score_gemma":0.00014023508,"threshold_uncertainty_score":0.9996364},"labels":[],"label_agreement":null},{"id":"W4406665072","doi":"10.1016/b978-0-323-42881-1.00041-9","title":"10.1016/b978-0-323-42881-1.00041-9","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Anesthesia; Medicine; Sleep apnea; Obesity; Airway; Apnea; Obstructive sleep apnea; Internal medicine","score_opus":0.014311303953813524,"score_gpt":0.22775796421274194,"score_spread":0.21344666025892842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406665072","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000031982195,0.00045397863,0.0000010005349,0.0005431154,0.0000072282182,0.0012364733,0.00017167118,0.00024177742,0.9973416],"genre_scores_gemma":[0.0000045144157,0.0000012993063,0.00017955972,0.000075493444,0.0009854457,0.000041865125,0.00026526288,0.00028827396,0.9981583],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99671286,0.00003292884,0.00050851563,0.00086387555,0.0011698242,0.00071202114],"domain_scores_gemma":[0.9975508,0.00012527872,0.00011523387,0.0011758818,0.00031354558,0.0007192674],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022720076,0.0006346123,0.0009462645,0.00064775813,0.00010037151,0.000050300165,0.00042816237,0.0005962515,0.99925774],"category_scores_gemma":[0.00010329209,0.000618417,0.0003579958,0.00011626287,0.00023211025,0.000074979354,0.00024482867,0.0011213819,0.9984659],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063420384,0.000058898724,6.386769e-8,0.00008529304,0.00037038038,0.00032013436,0.0000119488095,0.0000015400509,0.000068892354,0.0000864428,0.09239915,0.90596306],"study_design_scores_gemma":[0.0009573241,0.00065400853,0.000009351933,0.00025069865,0.00026828996,0.00013471446,6.2555785e-7,0.000028739596,0.00009888611,0.00021052884,0.996841,0.00054582086],"about_ca_topic_score_codex":0.000018454843,"about_ca_topic_score_gemma":3.2039276e-7,"teacher_disagreement_score":0.9054172,"about_ca_system_score_codex":0.00041522898,"about_ca_system_score_gemma":0.0001474596,"threshold_uncertainty_score":0.9996267},"labels":[],"label_agreement":null},{"id":"W4406780467","doi":"10.29390/001c.127656","title":"Development of a guide for continuous positive airway pressure use - A good fit: Making continuous positive airway pressure work for you","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"NIH Clinical Center; U.S. Department of Veterans Affairs","keywords":"Continuous positive airway pressure; Medicine; Obstructive sleep apnea; Psychological intervention; Anxiety; Mental health; Positive airway pressure; Mental illness; Peer pressure; Psychiatry; Psychology","score_opus":0.03483823521202018,"score_gpt":0.3208562840595209,"score_spread":0.2860180488475007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406780467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9399249,0.03145188,0.0144579215,0.0019306137,0.0012339517,0.0078087943,0.001411737,0.00003723469,0.0017429863],"genre_scores_gemma":[0.9776996,0.000023564686,0.015585587,0.0020264988,0.00042416307,0.0001781364,0.00001911386,0.00012040875,0.0039229216],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968759,0.00022795393,0.0011510617,0.00042862754,0.00048597032,0.00083052757],"domain_scores_gemma":[0.9945753,0.00062027207,0.0007167726,0.00041359718,0.0030333786,0.00064064004],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001256119,0.00039121078,0.0010886225,0.0009036812,0.0003478427,0.0001158758,0.00047451668,0.0002994697,0.00009584102],"category_scores_gemma":[0.00089651847,0.00034986474,0.00044857166,0.0005022001,0.00028467158,0.00025966886,0.000031750777,0.0005279793,0.0000014122026],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0295708,0.00093592436,0.15164274,0.001400509,0.023132434,0.0011181885,0.019891376,0.0002627057,0.08542943,0.0030809487,0.036601044,0.6469339],"study_design_scores_gemma":[0.012376212,0.0028715443,0.05516983,0.0021021736,0.0006558592,0.00007049276,0.0013601481,0.000038227325,0.07470473,0.00007533909,0.8501025,0.00047296056],"about_ca_topic_score_codex":0.00019261605,"about_ca_topic_score_gemma":0.0012727865,"teacher_disagreement_score":0.8135015,"about_ca_system_score_codex":0.00043116012,"about_ca_system_score_gemma":0.003985915,"threshold_uncertainty_score":0.99989533},"labels":[],"label_agreement":null},{"id":"W4406811904","doi":"","title":"Watch-PAT is Useful in the Diagnosis of Sleep Apnea in Patients with Atrial Fibrillation","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Atrial fibrillation; Sleep apnea; Cardiology; Medicine; Internal medicine; Apnea","score_opus":0.1889179228000608,"score_gpt":0.49846173314303116,"score_spread":0.30954381034297035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406811904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99432766,0.0014852392,0.00003172543,0.0019869143,0.00012272586,0.0015189191,0.000054169537,0.000009354425,0.00046329305],"genre_scores_gemma":[0.99859965,0.00066191773,0.00007958113,0.00032807913,0.0002350383,0.000020996722,0.000023340075,0.000043482665,0.000007909317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963311,0.00040453617,0.0009225507,0.00042763219,0.0015372261,0.0003769797],"domain_scores_gemma":[0.9977335,0.00060143776,0.0005789407,0.00043384507,0.00043880448,0.00021351292],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009705153,0.00025975055,0.000855925,0.00055031164,0.00006955819,0.0002217249,0.0012250565,0.000113513284,0.0032547063],"category_scores_gemma":[0.0009024088,0.00017812462,0.00019242721,0.0020643852,0.00016404343,0.0011482978,0.00047594882,0.00055009156,0.000011326425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002651985,0.00018275964,0.9752329,0.00013595584,0.00018054184,0.000032448614,0.0012951231,0.00022464714,0.00092472025,0.000005868209,0.0011300009,0.018003047],"study_design_scores_gemma":[0.0042811143,0.00012877292,0.9860854,0.0002304536,0.000093530216,0.00000210766,0.00017863039,0.00031781362,0.0074281124,0.00014037894,0.00092907733,0.00018459317],"about_ca_topic_score_codex":0.0007105178,"about_ca_topic_score_gemma":0.000059874543,"teacher_disagreement_score":0.017818455,"about_ca_system_score_codex":0.00014181137,"about_ca_system_score_gemma":0.00007358194,"threshold_uncertainty_score":0.99765646},"labels":[],"label_agreement":null},{"id":"W4406834470","doi":"10.24873/j.rpemd.2024.12.1370","title":"#SPODF2024-R9 A cirurgia ortognática no tratamento da apneia obstrutiva do sono – Perspetiva do doente","year":2024,"lang":"pt","type":"article","venue":"Revista Portuguesa de Estomatologia Medicina Dentária e Cirurgia Maxilofacial","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.022717205263474784,"score_gpt":0.31918670185364173,"score_spread":0.29646949659016697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406834470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8298303,0.10572302,0.0024538175,0.006384283,0.022796005,0.009748356,0.0020351089,0.0031777718,0.017851362],"genre_scores_gemma":[0.97763175,0.0052380282,0.00071396,0.00063635106,0.0048887185,0.00058036065,0.00094216934,0.00090892956,0.008459732],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9746621,0.001977214,0.0049362727,0.005673109,0.0062906924,0.0064605894],"domain_scores_gemma":[0.98635864,0.0016088164,0.0013173862,0.0042679594,0.0016310958,0.004816111],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005541806,0.0036678012,0.0054454478,0.0029275718,0.0010214176,0.0028200885,0.0031928958,0.0027390118,0.018618708],"category_scores_gemma":[0.0066633583,0.0034161375,0.0024010132,0.0044374717,0.003681648,0.0012674922,0.0016857015,0.0065369103,0.010051954],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009771943,0.0052486025,0.27773446,0.032338243,0.014283081,0.20904955,0.018100683,0.000009893605,0.021165695,0.10521646,0.13778499,0.16929638],"study_design_scores_gemma":[0.021545626,0.0070320717,0.07222058,0.02644535,0.014516955,0.030410305,0.023067737,0.009321616,0.0020412607,0.0009053626,0.7829691,0.00952403],"about_ca_topic_score_codex":0.0003249578,"about_ca_topic_score_gemma":0.00001513642,"teacher_disagreement_score":0.6451841,"about_ca_system_score_codex":0.0052997707,"about_ca_system_score_gemma":0.004099164,"threshold_uncertainty_score":0.99902976},"labels":[],"label_agreement":null},{"id":"W4406883273","doi":"10.1038/s41598-025-88034-z","title":"Preliminary evidence of immune infiltration and neutrophil degranulation in peripheral blood of non-obese OSA patients related to cognitive decline","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Young Scientists Fund; Natural Science Foundation for Young Scientists of Shanxi Province; National Natural Science Foundation of China","keywords":"Degranulation; Peripheral blood; Medicine; Peripheral; Immune system; Immunology; Cognition; Infiltration (HVAC); Internal medicine; Psychiatry","score_opus":0.012567103676702437,"score_gpt":0.3157520296129444,"score_spread":0.30318492593624197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406883273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973191,0.00037040657,0.00010846177,0.00013483947,0.00056661543,0.0012104167,0.000002786264,0.000009135885,0.00027822374],"genre_scores_gemma":[0.99920225,0.000008017403,0.00043875986,0.000008792558,0.000005114686,0.00002664179,0.000058352598,0.0000077197155,0.00024433032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997796,0.00007865224,0.00090065534,0.00047803248,0.0005660561,0.00018060773],"domain_scores_gemma":[0.99814665,0.000121816425,0.00029057357,0.00037694574,0.0009879232,0.0000761032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011557556,0.00010748468,0.0002949044,0.00057081174,0.00006371871,0.000024722154,0.000056275898,0.000068221176,0.000027858709],"category_scores_gemma":[0.0019408336,0.00010026553,0.00005541362,0.0013503532,0.0003010587,0.00022543006,0.00013733606,0.0001448468,9.155172e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061930175,0.0003539249,0.7272615,0.00024841225,0.00003296218,0.00007373234,0.0007690717,0.000040753097,0.26373005,0.000009597065,0.0000071744125,0.0068535167],"study_design_scores_gemma":[0.0010817739,0.0005475811,0.8594071,0.0011433696,0.00007458255,0.000026730368,0.00014771182,0.00073469337,0.13641536,0.00035813122,0.000002943618,0.000060015012],"about_ca_topic_score_codex":0.00010721639,"about_ca_topic_score_gemma":0.000024731782,"teacher_disagreement_score":0.1321456,"about_ca_system_score_codex":0.000054947344,"about_ca_system_score_gemma":0.00013703654,"threshold_uncertainty_score":0.408871},"labels":[],"label_agreement":null},{"id":"W4406898396","doi":"10.1088/1361-6579/adaf73","title":"PhysioEx: a new Python library for explainable sleep staging through deep learning","year":2025,"lang":"en","type":"article","venue":"Physiological Measurement","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; University of California, Davis; Dipartimenti di Eccellenza; Università di Pisa; York University; National Institutes of Health; Case Western Reserve University; Fonds Wetenschappelijk Onderzoek; University of Washington; Vlaamse regering; European Commission; Johns Hopkins University; University of Minnesota","keywords":"Computer science; Workflow; Toolbox; Python (programming language); Artificial intelligence; Preprocessor; Modular design; Deep learning; Sleep medicine; Pipeline (software); Sleep (system call); Benchmark (surveying); Machine learning; Programming language; Medicine","score_opus":0.08895725188585488,"score_gpt":0.33242141269409003,"score_spread":0.24346416080823516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406898396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6391954,0.008146863,0.26733595,0.01618583,0.001437688,0.010278485,0.000019242856,0.0024659242,0.054934643],"genre_scores_gemma":[0.9870708,0.0000535381,0.010231659,0.0007789819,0.00038217774,0.00028676615,0.00003758117,0.00004193154,0.0011165858],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99745494,0.00016400647,0.00033364358,0.0006528856,0.00068642996,0.00070810464],"domain_scores_gemma":[0.99896175,0.0001518623,0.00008283575,0.00035925276,0.00025078733,0.0001934952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003417235,0.0002769947,0.00051827467,0.00009987285,0.00028383016,0.000055587785,0.00023183478,0.00011699408,0.000311706],"category_scores_gemma":[0.000721583,0.00020989809,0.0002485618,0.0004577511,0.00009971668,0.0002596095,0.00024563877,0.00047901273,0.000047007266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025753782,0.0009875149,0.003522298,0.000976583,0.0006874797,0.000026694903,0.00047474465,0.0007381702,0.7831936,0.011337566,0.0077372543,0.18774274],"study_design_scores_gemma":[0.020028617,0.006229293,0.15372737,0.0012646733,0.0006878624,0.000011235816,0.0037814965,0.024590794,0.5060668,0.118729934,0.16322982,0.0016520878],"about_ca_topic_score_codex":0.000020432552,"about_ca_topic_score_gemma":7.22779e-7,"teacher_disagreement_score":0.34787542,"about_ca_system_score_codex":0.00028138494,"about_ca_system_score_gemma":0.00010283116,"threshold_uncertainty_score":0.85593957},"labels":[],"label_agreement":null},{"id":"W4406916465","doi":"10.1002/epd2.20334","title":"Recurrent obstructive sleep apnea precipitated by vagus nerve stimulator despite weight loss and uvulopalatopharyngoplasty","year":2025,"lang":"en","type":"article","venue":"Epileptic Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Uvulopalatopharyngoplasty; Medicine; Obstructive sleep apnea; Anesthesia; Vagus nerve; Apnea; Sleep (system call); Neurology; Weight loss; Sleep apnea; Polysomnography; Stimulation; Internal medicine; Obesity","score_opus":0.005792830772425489,"score_gpt":0.26551877829085796,"score_spread":0.2597259475184325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406916465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98519856,0.0028444552,0.0022000351,0.0018048122,0.00081297127,0.0014902327,0.00010010502,0.00017350422,0.005375327],"genre_scores_gemma":[0.9973202,0.00018640645,0.00076546724,0.00017287346,0.00006911161,0.0001468373,0.00012396504,0.000062740626,0.0011524062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970019,0.0001837015,0.0005373103,0.0009116605,0.00056834985,0.0007970904],"domain_scores_gemma":[0.9982407,0.0004041059,0.00012776194,0.00057002384,0.00024040375,0.00041698493],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025361503,0.00046352143,0.00063782366,0.00038511032,0.00022915204,0.00006705266,0.00023840986,0.00021660795,0.00042150088],"category_scores_gemma":[0.0004944679,0.0004283552,0.00016696191,0.0009039417,0.00068768556,0.00024086381,0.0002559815,0.0006601151,0.0000893595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020502326,0.0009926265,0.54897046,0.00061500614,0.0014409366,0.000079442325,0.0011098204,0.000056079236,0.003496026,0.002458882,0.0040188185,0.43471166],"study_design_scores_gemma":[0.019945687,0.0017933309,0.90520465,0.00039410644,0.00089938415,0.000064839325,0.0012179932,0.027745508,0.004435116,0.006505988,0.030422736,0.0013706599],"about_ca_topic_score_codex":0.00006023148,"about_ca_topic_score_gemma":0.000027253505,"teacher_disagreement_score":0.433341,"about_ca_system_score_codex":0.00024593447,"about_ca_system_score_gemma":0.00008254964,"threshold_uncertainty_score":0.99981683},"labels":[],"label_agreement":null},{"id":"W4406916866","doi":"10.1016/j.biotno.2025.01.003","title":"Integrative analysis of candidate MicroRNAs and gene targets for OSA management using in silico and in-vitro approach","year":2025,"lang":"en","type":"article","venue":"Biotechnology Notes","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Society of Transplantation; Council of Science and Technology, U.P.; Indian Council of Medical Research","keywords":"In silico; microRNA; Computational biology; Gene; In vitro; Biology; Bioinformatics; Genetics","score_opus":0.01579760357683487,"score_gpt":0.31161388324324296,"score_spread":0.2958162796664081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406916866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857402,0.00147856,0.011142431,0.0008691254,0.000013865882,0.0006582265,0.000032081596,0.0000144207015,0.00005113121],"genre_scores_gemma":[0.9608782,0.00013539106,0.038873997,0.000029174465,0.000002663462,0.000034547385,0.00002543289,0.0000062287986,0.000014342414],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991309,0.000030345362,0.00022072604,0.000338829,0.00006416283,0.00021502485],"domain_scores_gemma":[0.9995769,0.00010670784,0.000051073126,0.00019847485,0.00004393105,0.000022858918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020849016,0.00011514269,0.00044719817,0.0020819819,0.000027458253,0.0000054887173,0.000073814444,0.00021213443,0.000001629783],"category_scores_gemma":[0.00018470676,0.00009847327,0.00004085185,0.0013225614,0.0003595972,0.000024125715,0.00016573195,0.00018876888,7.232446e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005154833,0.00013084608,0.07970533,0.00021239425,0.0010627419,0.000016028413,0.0001673776,0.000019977426,0.8883899,0.0009818824,0.00000126899,0.028796813],"study_design_scores_gemma":[0.001744019,0.00006040741,0.081540875,0.000036333287,0.00047544128,0.0000039354395,0.0008378198,0.02837045,0.88646597,0.00034810352,0.000032958575,0.00008370218],"about_ca_topic_score_codex":0.00028008694,"about_ca_topic_score_gemma":0.00019022013,"teacher_disagreement_score":0.02871311,"about_ca_system_score_codex":0.00010161408,"about_ca_system_score_gemma":0.000016212525,"threshold_uncertainty_score":0.40156233},"labels":[],"label_agreement":null},{"id":"W4407066574","doi":"10.48084/etasr.9154","title":"Optimal CNN Model for Obstructive Sleep Apnea Detection using Particle Swarm Optimization","year":2025,"lang":"en","type":"article","venue":"Engineering Technology & Applied Science Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Particle swarm optimization; Obstructive sleep apnea; Sleep (system call); Computer science; Particle (ecology); Sleep apnea; Artificial intelligence; Medicine; Machine learning; Anesthesia; Biology; Ecology","score_opus":0.036311897655015725,"score_gpt":0.3535994745882692,"score_spread":0.31728757693325343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407066574","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42005116,0.00004021341,0.5782199,0.0003395166,0.00007416341,0.00091913855,0.0000032777468,0.00023961744,0.00011300049],"genre_scores_gemma":[0.80807096,0.000002779008,0.19138478,0.00000722372,0.000035208457,0.0004095452,0.000001909622,0.000028944796,0.000058677393],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99675095,0.000016241833,0.0002966808,0.0008188656,0.00085655134,0.0012607189],"domain_scores_gemma":[0.99805325,0.00016807955,0.000039550614,0.00065049046,0.0009105481,0.00017806592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019004623,0.00019508117,0.0002868406,0.0024172044,0.00070267584,0.0000694206,0.00059307594,0.00027822002,0.000006753897],"category_scores_gemma":[0.0013429818,0.00020188221,0.000057492773,0.006413944,0.0011796339,0.00021555385,0.0004868803,0.00093146047,0.000008532206],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000948749,0.000040525,0.0000852655,0.000046479203,0.000025008365,0.000001996211,0.000057841586,0.52850497,0.45420757,0.0067055644,0.0000010202737,0.010228878],"study_design_scores_gemma":[0.00055844657,0.00006706714,0.000084811625,0.0000136793515,0.000015332422,0.000008814382,0.00026068863,0.61700076,0.3813816,0.00050522474,0.000012802334,0.000090811234],"about_ca_topic_score_codex":0.0000062962245,"about_ca_topic_score_gemma":0.0000010154961,"teacher_disagreement_score":0.38801977,"about_ca_system_score_codex":0.0013475212,"about_ca_system_score_gemma":0.00027314547,"threshold_uncertainty_score":0.8232518},"labels":[],"label_agreement":null},{"id":"W4407115563","doi":"10.1016/j.ijporl.2025.112245","title":"Correlations between the pediatric sleep questionnaire and the pediatric overnight pulse oximetry","year":2025,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Medicine; Pulse oximetry; Sleep (system call); Pediatrics; Emergency medicine; Anesthesia","score_opus":0.009731831121726474,"score_gpt":0.2982582079204889,"score_spread":0.2885263767987624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407115563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9675652,0.010578823,0.004247375,0.012958984,0.0030839243,0.0005287476,0.0000270101,0.0000289046,0.0009810398],"genre_scores_gemma":[0.9876572,0.0019915376,0.0002563968,0.0004927802,0.009261577,0.000017587447,0.000009214831,0.000023977233,0.00028973853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966373,0.0005433788,0.0010435021,0.0003000607,0.001116447,0.00035932066],"domain_scores_gemma":[0.9951684,0.002205006,0.00072962034,0.00034149128,0.0013776657,0.00017782045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016281047,0.00025463026,0.0005148797,0.001321546,0.00027535742,0.00010195886,0.0008984932,0.00024935367,0.00013762174],"category_scores_gemma":[0.002834837,0.00015170194,0.00032155568,0.0010239483,0.0003363624,0.0003008645,0.00036094646,0.0014865524,0.000041469393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048196322,0.00011701429,0.99040365,0.000040635525,0.00048372906,0.00010776093,0.00015544902,0.000017712193,0.000010332509,0.0042753206,0.0013403809,0.0025660596],"study_design_scores_gemma":[0.005265214,0.00016944134,0.98852164,0.000007801518,0.0017715645,0.00070645066,0.00006310743,0.00042182484,0.000012766049,0.0024168391,0.00051546487,0.00012788094],"about_ca_topic_score_codex":0.00006182576,"about_ca_topic_score_gemma":0.000004206812,"teacher_disagreement_score":0.020092,"about_ca_system_score_codex":0.000267606,"about_ca_system_score_gemma":0.0003253088,"threshold_uncertainty_score":0.6458413},"labels":[],"label_agreement":null},{"id":"W4407136626","doi":"10.1093/dmfr/twaf010","title":"Ability of upper airway metrics to predict obstructive sleep apnea severity: a systematic review","year":2025,"lang":"en","type":"review","venue":"Dentomaxillofacial Radiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Airway; Obstructive sleep apnea; Medicine; Polysomnography; Correlation; Meta-analysis; Apnea–hypopnea index; Sleep apnea; Cross-sectional study; Hypopnea; Apnea; Internal medicine; Anesthesia; Pathology","score_opus":0.02650299260346747,"score_gpt":0.3538561515523974,"score_spread":0.32735315894892997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407136626","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000728112,0.98001796,0.00058509014,0.0001037462,0.0011998209,0.015742984,0.0007357312,0.00012695251,0.0014148831],"genre_scores_gemma":[0.00007413281,0.99596894,0.000699768,0.00029184687,0.00015904782,0.001996267,0.00032374545,0.00010295927,0.0003833011],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99092644,0.0019170841,0.0031610872,0.0015916332,0.0013223726,0.0010813947],"domain_scores_gemma":[0.99353343,0.0012905715,0.0011021992,0.00226684,0.0011604168,0.0006465123],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021196837,0.0011073682,0.012230509,0.002260629,0.000113727336,0.000025458603,0.0012286908,0.0011545598,0.00030329116],"category_scores_gemma":[0.020270709,0.0008623341,0.0022450741,0.004811807,0.00056326867,0.00010301965,0.0007661523,0.0013389158,0.00024400899],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051910698,0.00012244529,0.00025965783,0.7155385,0.0018149143,0.00009563453,0.00005661448,1.19002834e-7,0.0000019200859,0.00020506274,0.00009807248,0.28175518],"study_design_scores_gemma":[0.0016239764,0.0014556024,0.00087242445,0.7067213,0.035812035,0.0030567697,0.0001131839,0.00005435181,0.000018102335,0.00011511312,0.248538,0.0016191475],"about_ca_topic_score_codex":0.000045671295,"about_ca_topic_score_gemma":0.0000033222402,"teacher_disagreement_score":0.28013602,"about_ca_system_score_codex":0.0015313326,"about_ca_system_score_gemma":0.00072346156,"threshold_uncertainty_score":0.99938273},"labels":[],"label_agreement":null},{"id":"W4407306393","doi":"10.23812/j.biol.regul.homeost.agents.20233702.85","title":"Continuous Positive Airway Pressure Effect on the Changes of Regional Brain Activity in Patients with Severe Obstructive Sleep Apnea-Hypopnea Syndrome","year":2023,"lang":"en","type":"article","venue":"Journal of Biological Regulators and Homeostatic Agents/Journal of Biological Regulators & Homeostatic Agents","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Hypopnea; Airway; Apnea; Anesthesia; Sleep (system call); Sleep apnea; Cardiology; Positive airway pressure; Internal medicine; Polysomnography; Computer science","score_opus":0.02241373556340941,"score_gpt":0.2725419939774506,"score_spread":0.2501282584140412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407306393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954088,0.00044783636,0.00009460448,0.0020470032,0.00028502714,0.0015245449,0.00014013177,0.00001964994,0.000032443535],"genre_scores_gemma":[0.9989391,0.00019779199,0.0003186476,0.00026499858,0.00011703798,0.000016813698,0.000032895514,0.00005211337,0.0000606324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992771,0.0016511191,0.0017681835,0.00064679823,0.0021703395,0.0009925469],"domain_scores_gemma":[0.99106,0.003798947,0.0028137388,0.00044667898,0.0011476305,0.00073296664],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003194769,0.0007750717,0.0025905957,0.001001288,0.0002281322,0.00006566702,0.00067130727,0.0005271418,0.00017930698],"category_scores_gemma":[0.0028116917,0.00037562923,0.00057059043,0.0015222791,0.0016529138,0.00026796313,0.00028360751,0.0013842527,0.000007478706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026291704,0.0021232103,0.884987,0.00038068503,0.0037488379,0.0020953463,0.0015581639,0.00019519911,0.0028251566,0.00057081116,0.00075466884,0.07446922],"study_design_scores_gemma":[0.0077322735,0.029189162,0.9570711,0.00075415417,0.00032606488,0.000809902,0.0014603077,0.00019378547,0.0010292472,0.0008975935,0.00013766348,0.00039873237],"about_ca_topic_score_codex":0.000011218667,"about_ca_topic_score_gemma":0.0000023141267,"teacher_disagreement_score":0.07407049,"about_ca_system_score_codex":0.00031621798,"about_ca_system_score_gemma":0.00013457109,"threshold_uncertainty_score":0.9998696},"labels":[],"label_agreement":null},{"id":"W4407383821","doi":"10.1111/adj.13058","title":"Myofunctional therapy for obstructive sleep apnoea","year":2024,"lang":"en","type":"review","venue":"Australian Dental Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"","keywords":"Medicine; Physical therapy; Airway; Dilator; Ambulatory; Population; Polysomnography; Deconditioning; Physical medicine and rehabilitation; Apnea; Anesthesia; Internal medicine","score_opus":0.10399651993599296,"score_gpt":0.4220086308112845,"score_spread":0.3180121108752915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407383821","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020317789,0.99258953,0.000078249104,0.00024369368,0.0038785504,0.002130094,0.00034027614,0.00006673015,0.00046968326],"genre_scores_gemma":[0.00014468972,0.98399097,0.0010458938,0.00005275924,0.0047205077,0.00021891313,0.0002858893,0.0002279386,0.009312462],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99626935,0.00014898207,0.0009931547,0.000685979,0.001074378,0.000828163],"domain_scores_gemma":[0.99813294,0.00016420512,0.0003748182,0.00035671436,0.00032464886,0.0006466885],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004438763,0.0007327203,0.0017524011,0.000805864,0.00025648886,0.00032798463,0.0004244653,0.00055760244,0.0016937009],"category_scores_gemma":[0.00009607898,0.00051383226,0.0023007763,0.0005538563,0.0002655585,0.00020881477,0.00010192635,0.0026141638,0.00094101153],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020361182,0.0001414214,0.00008657889,0.006255924,0.0035711466,0.0008156619,0.000036161568,2.0614128e-7,0.000013652565,0.00021245856,0.011004631,0.97765857],"study_design_scores_gemma":[0.0015078663,0.000659668,0.00019332442,0.0045039766,0.0027364944,0.02718021,0.0001799504,0.0000043255573,0.00002191246,0.00043863308,0.9621358,0.0004378303],"about_ca_topic_score_codex":0.000004614212,"about_ca_topic_score_gemma":0.0000012530494,"teacher_disagreement_score":0.9772207,"about_ca_system_score_codex":0.0012214553,"about_ca_system_score_gemma":0.00041403307,"threshold_uncertainty_score":0.99983686},"labels":[],"label_agreement":null},{"id":"W4407450261","doi":"10.1109/jbhi.2025.3532854","title":"Snoring Vibration: A Robust Measure for Predicting Treatment Outcome for Obstructive Sleep Apnea","year":2025,"lang":"en","type":"article","venue":"IEEE Journal of Biomedical and Health Informatics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of British Columbia; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Sleep apnea; Medicine; Measure (data warehouse); Sleep (system call); Polysomnography; Outcome (game theory); Computer science; Physical medicine and rehabilitation; Apnea; Cardiology; Internal medicine; Data mining; Mathematics","score_opus":0.08553472896260089,"score_gpt":0.3831364131903271,"score_spread":0.2976016842277262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407450261","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1056418,0.0007175308,0.8677406,0.021529907,0.001799075,0.002211272,0.000101635655,0.00002982228,0.00022838516],"genre_scores_gemma":[0.77651936,0.00020536433,0.21830024,0.0024800035,0.0021109863,0.0001432026,0.000044230328,0.00003532623,0.00016131139],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973695,0.000025995338,0.0016242228,0.00009138198,0.00049250206,0.0003963494],"domain_scores_gemma":[0.99784344,0.00033727955,0.0006406635,0.00011892379,0.00058719266,0.0004724933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013381847,0.00016325484,0.00063017826,0.00040786405,0.00028158334,0.000041033385,0.00009587033,0.00013740202,0.0000058064174],"category_scores_gemma":[0.0004565484,0.00011227097,0.0001722265,0.00025107415,0.00014402096,0.00023333619,0.00002253342,0.0002818758,5.9238465e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018118442,0.00045273476,0.028706606,0.007068908,0.0011144754,0.000009394407,0.0057337396,0.00010802495,0.00021632551,0.0009888101,0.001179109,0.95261],"study_design_scores_gemma":[0.09036332,0.040982738,0.077047996,0.0040583424,0.0020041312,0.0019412275,0.031419214,0.6404492,0.0043405895,0.00376498,0.10259825,0.001029977],"about_ca_topic_score_codex":0.000007435342,"about_ca_topic_score_gemma":0.0000047218623,"teacher_disagreement_score":0.95158005,"about_ca_system_score_codex":0.00049629976,"about_ca_system_score_gemma":0.00045546898,"threshold_uncertainty_score":0.45782775},"labels":[],"label_agreement":null},{"id":"W4407517385","doi":"10.1093/sleep/zsaf038","title":"Cognition and obstructive sleep apnea in Parkinson’s disease: randomized controlled trial of positive airway pressure","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McGill University Health Centre; Montreal Neurological Institute and Hospital; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research; Multiple Sclerosis Society of Canada; ResMed; Multiple Sclerosis Society; Philips; Weston Brain Institute; Temple University; McGill University","keywords":"Medicine; Randomized controlled trial; Montreal Cognitive Assessment; Obstructive sleep apnea; Continuous positive airway pressure; Internal medicine; Body mass index; Psychomotor vigilance task; Physical therapy; Positive airway pressure; Sleep apnea; Pittsburgh Sleep Quality Index; Cognition; Dementia; Sleep deprivation; Psychiatry; Disease; Circadian rhythm","score_opus":0.007047868466652478,"score_gpt":0.2760907512302445,"score_spread":0.26904288276359206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407517385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9599367,0.00423639,0.001349029,0.0015412122,0.0006708307,0.017216386,0.00012722854,0.000055249675,0.014867],"genre_scores_gemma":[0.9979364,0.00007197123,0.00019880962,0.000085982116,0.00010693967,0.0010898217,0.000055142347,0.000021288424,0.00043364012],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9971346,0.0007709018,0.00073198654,0.00048220984,0.0005339043,0.00034639498],"domain_scores_gemma":[0.9977404,0.0011396231,0.00022464841,0.00029361167,0.00041575026,0.00018599421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009237774,0.00025903707,0.0017472403,0.000528995,0.00006612448,0.00002362444,0.00010480059,0.00015003012,0.00013305999],"category_scores_gemma":[0.0026211834,0.000206858,0.00034495603,0.0004199424,0.00055014185,0.00012796492,0.00010393506,0.00036069212,0.0000050016224],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9794531,0.000508506,0.0031363622,0.00020839457,0.0013448192,0.00004222989,0.00032307877,0.000012961193,0.0011517727,0.0020650337,0.000012430562,0.01174133],"study_design_scores_gemma":[0.9632629,0.00026796284,0.02117535,0.0001749702,0.001873251,0.0000029103642,0.0002530462,0.008414623,0.0021260339,0.0021979187,0.00009842219,0.0001526097],"about_ca_topic_score_codex":0.00004550265,"about_ca_topic_score_gemma":0.000010676895,"teacher_disagreement_score":0.03799973,"about_ca_system_score_codex":0.00008050538,"about_ca_system_score_gemma":0.000075531265,"threshold_uncertainty_score":0.84354246},"labels":[],"label_agreement":null},{"id":"W4407599842","doi":"10.1016/j.soard.2025.01.009","title":"Longitudinal changes in positive airway pressure device use after metabolic surgery: a 3-year matched cohort study of National Claims Data","year":2025,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Intuitive; Intuitive Surgical","keywords":"Medicine; Cohort; Airway; Surgery; Cohort study; Internal medicine","score_opus":0.03454161457576645,"score_gpt":0.31291618064683513,"score_spread":0.2783745660710687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407599842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992486,0.003765019,0.0000071977975,0.00035771696,0.00016454977,0.0016836125,0.0014638636,0.000032455664,0.000039597086],"genre_scores_gemma":[0.99837995,0.00031162123,0.000017138305,0.000048140304,0.00003507361,0.0001744736,0.0007614016,0.000019288207,0.00025292893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793166,0.0002336913,0.00040747545,0.0005928972,0.00052132417,0.00031293125],"domain_scores_gemma":[0.9968139,0.0020201567,0.00011722526,0.0004275192,0.00047125152,0.00014998279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079202664,0.00020146629,0.0007903142,0.0006610045,0.000099984645,0.000035633453,0.0001145119,0.00014318367,0.00010028633],"category_scores_gemma":[0.001147839,0.0001747839,0.00012881805,0.0007318394,0.00017321619,0.00031387145,0.00023454441,0.00020714801,0.0000023482617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022725356,0.0021521884,0.99207675,0.0004518116,0.0016345516,0.00007729071,0.0001371766,0.0000057612942,0.000029212943,0.00008178563,0.00050773233,0.00057319703],"study_design_scores_gemma":[0.0011535037,0.00005741384,0.996144,0.00026785146,0.0011242304,0.0000060339676,0.0003387082,0.00029233433,0.00019958017,0.00012651665,0.00014251946,0.00014729376],"about_ca_topic_score_codex":0.0003003401,"about_ca_topic_score_gemma":0.00026795082,"teacher_disagreement_score":0.005893946,"about_ca_system_score_codex":0.000039669554,"about_ca_system_score_gemma":0.00022549136,"threshold_uncertainty_score":0.71274805},"labels":[],"label_agreement":null},{"id":"W4407688449","doi":"10.1513/annalsats.202408-889oc","title":"Exploring the Dose–Response Relationship Between Mandibular Protrusion and Respiratory Effort Burden in Oral Appliance Therapy for Obstructive Sleep Apnea","year":2025,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; Agence Nationale de la Recherche","keywords":"Medicine; Respiratory system; Dentistry; Oral appliance; Physical therapy; Intensive care medicine; Internal medicine; Obstructive sleep apnea","score_opus":0.20954067072660956,"score_gpt":0.4377073868369638,"score_spread":0.22816671611035425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407688449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98869354,0.00053659687,0.0006220072,0.0076019387,0.00005797782,0.0023799858,0.000029362747,0.000026375586,0.00005223257],"genre_scores_gemma":[0.99713165,0.000075159965,0.0012037709,0.00073170965,0.00009419685,0.0006426947,0.00000368637,0.00002810059,0.00008905183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980591,0.00042087038,0.0003684083,0.0003765413,0.0003965409,0.00037855768],"domain_scores_gemma":[0.9973219,0.0014854765,0.00027230408,0.0006214688,0.00022857275,0.000070246344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021413777,0.00019776568,0.00045864953,0.00010059952,0.0003241571,0.00002332919,0.00034178197,0.000060103586,0.0000021946187],"category_scores_gemma":[0.0006924051,0.00012596899,0.00027508702,0.0012043029,0.0010810961,0.00014981732,0.00021232736,0.00047916692,9.4325105e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048244605,0.000054063818,0.7428368,0.0001448395,0.0002787943,0.0000012046835,0.0025604665,0.000028480366,0.0049221925,0.0002016924,0.0001095559,0.24403745],"study_design_scores_gemma":[0.0008578416,0.00029621457,0.9754154,0.00009873122,0.00004751783,0.0000012739131,0.0032990226,0.00030085992,0.016404709,0.0014507294,0.0017125179,0.00011515822],"about_ca_topic_score_codex":0.00008746533,"about_ca_topic_score_gemma":0.0000027273725,"teacher_disagreement_score":0.2439223,"about_ca_system_score_codex":0.00008623977,"about_ca_system_score_gemma":0.00008726551,"threshold_uncertainty_score":0.5136866},"labels":[],"label_agreement":null},{"id":"W4407710793","doi":"10.3390/app15042134","title":"The Effect of Upper Arch Expansion by Clear Aligners on Nasal Airway Volume in Children: A Preliminary Study","year":2025,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Medicine; Airway; Anesthesia","score_opus":0.006218482488308499,"score_gpt":0.29950383267759695,"score_spread":0.2932853501892885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407710793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99002343,0.00012736421,0.000008810161,0.00052073045,0.0000647293,0.0017546255,0.0000018519304,0.000018015711,0.0074804183],"genre_scores_gemma":[0.999476,0.0000044902163,0.00004367669,0.000053518674,0.00001741228,0.00012781119,0.0000018997663,0.0000072676935,0.00026792777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979754,0.00018350805,0.00022997253,0.0004342803,0.0008225906,0.0003542183],"domain_scores_gemma":[0.99904555,0.0005094044,0.000046710295,0.00031484978,0.00002758778,0.00005588947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017754178,0.00013171273,0.0002424363,0.00025045345,0.0002679796,0.000027764943,0.00040048943,0.000049191975,0.000015906351],"category_scores_gemma":[0.000151441,0.00007609495,0.000045494795,0.0010124153,0.0008393316,0.000040014478,0.00016893617,0.0002550422,0.000021273425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017891995,0.00031606577,0.93181366,0.000021386251,0.000048955542,0.000002482798,0.00050807674,0.00003476109,0.017142933,0.00054249336,0.00056544336,0.047214534],"study_design_scores_gemma":[0.002887329,0.009850774,0.91977954,0.000054457858,0.00003416799,0.0000024450255,0.0032384985,0.0007529185,0.063141376,0.000065066306,0.000081728314,0.00011170427],"about_ca_topic_score_codex":0.00012497845,"about_ca_topic_score_gemma":0.000011391582,"teacher_disagreement_score":0.04710283,"about_ca_system_score_codex":0.000062461106,"about_ca_system_score_gemma":0.00006932116,"threshold_uncertainty_score":0.3103062},"labels":[],"label_agreement":null},{"id":"W4407723181","doi":"10.1016/j.ijporl.2025.112276","title":"Global tonsillectomy practice patterns – A survey study of pediatric otolaryngologists","year":2025,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University; Queen's University","funders":"","keywords":"Medicine; Tonsillectomy; Otorhinolaryngology; Family medicine; Pediatrics; Surgery","score_opus":0.025917986051684935,"score_gpt":0.37412174826209416,"score_spread":0.3482037622104092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407723181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99226475,0.0011503266,0.0011232235,0.0007631008,0.0028723476,0.00063684484,0.000086212414,0.000023389885,0.0010798038],"genre_scores_gemma":[0.99704427,0.00043067706,0.0005874924,0.00027221313,0.0015252484,0.000012938677,0.000017582663,0.000019366553,0.000090217516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99521756,0.0010354951,0.0014678286,0.00039980523,0.0014752571,0.00040407517],"domain_scores_gemma":[0.9917065,0.0016303281,0.0012249813,0.00038963326,0.004845336,0.00020320513],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019034408,0.00027924616,0.0007873433,0.0015652915,0.000058642017,0.00004283729,0.0010055132,0.00024484866,0.00015675844],"category_scores_gemma":[0.0075644734,0.00024707726,0.00026295078,0.0013481337,0.000093029295,0.00038734562,0.00042250002,0.0007622353,0.000014780243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026789326,0.0033398846,0.9881606,0.00006140811,0.0015106286,0.0015107627,0.00019016146,0.000023154407,0.000057591307,0.00015799112,0.001471225,0.0008376563],"study_design_scores_gemma":[0.0065248674,0.0020826613,0.98860043,0.00001044114,0.00087180326,0.0009813191,0.00038310036,0.0000360178,0.000042472875,0.00007976224,0.00024266978,0.00014444425],"about_ca_topic_score_codex":0.0011384512,"about_ca_topic_score_gemma":0.0002127817,"teacher_disagreement_score":0.0056610326,"about_ca_system_score_codex":0.00055355177,"about_ca_system_score_gemma":0.00075754547,"threshold_uncertainty_score":0.99999815},"labels":[],"label_agreement":null},{"id":"W4407867427","doi":"10.1155/ijne/1427467","title":"Prevalence of Obstructive Sleep Apnea Among Lebanese Patients With Chronic Kidney Disease: Its Repercussion on Disease Trajectory and Its Effect on Patients’ Quality of Life","year":2025,"lang":"en","type":"article","venue":"International Journal of Nephrology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto","keywords":"Medicine; Obstructive sleep apnea; Kidney disease; Internal medicine; Quality of life (healthcare); Obesity; Disease; Observational study; Sleep apnea; Cross-sectional study; Physical therapy; Pediatrics; Pathology","score_opus":0.010385086094441089,"score_gpt":0.2994083730050463,"score_spread":0.2890232869106052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407867427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975817,0.00039357663,0.00003039204,0.0006812797,0.00042961218,0.00058715686,0.00021028357,0.00000651815,0.00007944962],"genre_scores_gemma":[0.99934614,0.000037907754,0.000017268332,0.00037621864,0.00012234632,0.00001322425,0.000028433227,0.000016591941,0.000041899526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705786,0.00047724083,0.0007179406,0.00031620834,0.0012246289,0.00020612586],"domain_scores_gemma":[0.99624765,0.00058567105,0.00071182096,0.00022375135,0.00176758,0.0004635215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035352312,0.00020977996,0.00050112675,0.000545697,0.00003823315,0.000007992279,0.000303118,0.00008969389,0.00011992228],"category_scores_gemma":[0.003267429,0.00014641875,0.00015685754,0.00015514278,0.00030291674,0.00020049179,0.00010420837,0.00041866832,0.0000022466495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.044278912,0.0010050149,0.94576484,0.0008046128,0.00076508883,0.000045166355,0.00009910054,0.000115128656,0.002465461,0.00029285607,0.000051223848,0.0043125832],"study_design_scores_gemma":[0.008665086,0.0038092271,0.9844172,0.00064392295,0.0001928582,0.0000023361195,0.000008964736,0.00037762796,0.0016958789,0.000058506714,0.000032955275,0.0000954654],"about_ca_topic_score_codex":0.000008193895,"about_ca_topic_score_gemma":0.0000019035984,"teacher_disagreement_score":0.03865232,"about_ca_system_score_codex":0.00032632885,"about_ca_system_score_gemma":0.00029003705,"threshold_uncertainty_score":0.5970784},"labels":[],"label_agreement":null},{"id":"W4407910642","doi":"10.1164/rccm.202502-0342ed","title":"Extending Nasal Continuous Positive Airway Pressure for Preterm Infants: New Targets for an Old Device","year":2025,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Intensive care medicine; Pediatrics","score_opus":0.02464763540921729,"score_gpt":0.36285469821133615,"score_spread":0.3382070628021189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407910642","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040671386,0.08717976,0.035546243,0.8202777,0.004294489,0.0077836276,0.0020800806,0.00013859435,0.0020281486],"genre_scores_gemma":[0.2773137,0.00012016185,0.00658443,0.6871766,0.027407978,0.00015281442,0.00025346302,0.00023409873,0.0007567509],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961503,0.0003440889,0.0010313876,0.00066151033,0.0010007035,0.0008119923],"domain_scores_gemma":[0.99242556,0.0028119346,0.00048777164,0.00041741613,0.003074133,0.000783189],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008064774,0.00053838454,0.0020206568,0.00062649586,0.00020604949,0.000053285945,0.00037369027,0.0004306836,0.000056497738],"category_scores_gemma":[0.005583927,0.00041186216,0.0003469145,0.00028732367,0.0016519933,0.00024459453,0.000078627476,0.0022380722,4.5140635e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011878666,0.00017227084,0.0056262272,0.008963017,0.0021182399,0.002070955,0.0033439836,0.0000011173184,0.0038199404,0.0005807525,0.44516686,0.516258],"study_design_scores_gemma":[0.00960524,0.0658133,0.002139229,0.0047945254,0.005040335,0.00067044527,0.006248951,0.000037227368,0.0016033312,0.00030367365,0.9030495,0.0006942338],"about_ca_topic_score_codex":0.000042067008,"about_ca_topic_score_gemma":0.0000035188755,"teacher_disagreement_score":0.5155637,"about_ca_system_score_codex":0.00016638868,"about_ca_system_score_gemma":0.00056027184,"threshold_uncertainty_score":0.99983335},"labels":[],"label_agreement":null},{"id":"W4407911616","doi":"10.2196/67861","title":"Accuracy of Smartphone-Mediated Snore Detection in a Simulated Real-World Setting: Algorithm Development and Validation","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Computer science; Smartphone application; Algorithm; Multimedia; World Wide Web","score_opus":0.03633533948677637,"score_gpt":0.40932206465834964,"score_spread":0.3729867251715733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407911616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99381447,0.00006388002,0.0007766938,0.00037804138,0.00005384776,0.0015710877,0.000011997855,0.00004160706,0.0032883936],"genre_scores_gemma":[0.99841845,0.000051365398,0.00092037057,0.000013523607,0.000018782594,0.00014929725,0.0000999717,0.000016573642,0.00031166885],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99711555,0.00045535938,0.00060419313,0.00031598296,0.00096038857,0.00054854754],"domain_scores_gemma":[0.99726105,0.0012325085,0.0001194871,0.00026234158,0.0009839834,0.00014061066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021005187,0.00015970501,0.00034014325,0.002331171,0.00017926305,0.0000397001,0.00013155075,0.00013032046,0.00005037471],"category_scores_gemma":[0.0009854059,0.00014240024,0.000039287144,0.0032923091,0.00026388429,0.0003515565,0.0002702121,0.000849042,0.000029773133],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009115246,0.00051205093,0.046314433,0.0009909145,0.00019178208,0.000031872405,0.010468286,0.000015445636,0.030319534,0.0001423587,0.000117524905,0.9099843],"study_design_scores_gemma":[0.004002617,0.0003119984,0.5757414,0.00043195303,0.000009359694,0.0000048964316,0.0027091769,0.034613702,0.3804519,0.00027230478,0.0013077402,0.00014294294],"about_ca_topic_score_codex":0.00031201795,"about_ca_topic_score_gemma":0.00019386451,"teacher_disagreement_score":0.90984136,"about_ca_system_score_codex":0.0007614172,"about_ca_system_score_gemma":0.0003512099,"threshold_uncertainty_score":0.58069134},"labels":[],"label_agreement":null},{"id":"W4407944682","doi":"10.1164/rccm.202406-1170oc","title":"Effects of Continuous Positive Airway Pressure on Neuroimaging Biomarkers and Cognition in Adult Obstructive Sleep Apnea: A Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Randomized controlled trial; Neuroimaging; Cognition; Intensive care medicine; Internal medicine; Psychiatry","score_opus":0.005770152626845403,"score_gpt":0.2991526819868301,"score_spread":0.2933825293599847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407944682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98650837,0.0069474853,0.00048215705,0.0020197136,0.00033004227,0.0023341402,0.00000712474,0.000007987142,0.001362978],"genre_scores_gemma":[0.9984234,0.000062553845,0.000101002,0.0011633997,0.00017019309,0.000058973128,0.0000012310481,0.000014889055,0.0000043618684],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9964089,0.0014994328,0.0009470672,0.00029081223,0.0005831007,0.00027068434],"domain_scores_gemma":[0.9901806,0.0077480753,0.0003577273,0.00011900211,0.0013377126,0.00025687335],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0010772019,0.00024174096,0.0024943892,0.0007424424,0.00006180551,0.000012971119,0.000077921904,0.00007286776,0.000010087394],"category_scores_gemma":[0.016562885,0.00016175339,0.00020842496,0.00040002362,0.0034669626,0.00009515624,0.000037848862,0.00062630285,1.4840651e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.91238254,0.00018983199,0.0020351734,0.0005712152,0.00079218944,0.0005026453,0.0009287273,5.0626875e-7,0.007508856,0.0012393406,0.000008073456,0.07384088],"study_design_scores_gemma":[0.95602024,0.015549408,0.010020101,0.0018211253,0.0029001192,0.000083749255,0.008422262,0.00013776007,0.0046706335,0.00022260187,0.000018273622,0.00013375572],"about_ca_topic_score_codex":0.000026018917,"about_ca_topic_score_gemma":0.0000013438499,"teacher_disagreement_score":0.07370712,"about_ca_system_score_codex":0.000048548736,"about_ca_system_score_gemma":0.00008754501,"threshold_uncertainty_score":0.99924505},"labels":[],"label_agreement":null},{"id":"W4408012252","doi":"10.1016/j.msom.2025.01.028","title":"Relation dose-réponse entre niveau de protrusion mandibulaire et effort respiratoire résiduel dans le traitement par orthèse de l’apnée du sommeil","year":2025,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine","score_opus":0.011156459404884316,"score_gpt":0.28306084186645225,"score_spread":0.27190438246156795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408012252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8764483,0.004278312,0.015258466,0.08462905,0.0012799365,0.003824281,0.00012776713,0.00039839663,0.013755523],"genre_scores_gemma":[0.9705753,0.0006378014,0.0027770249,0.002978881,0.0010708772,0.0004957358,0.00028861986,0.00027330738,0.020902479],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99303144,0.001284986,0.0012925641,0.0012729318,0.0011620285,0.0019560407],"domain_scores_gemma":[0.9965183,0.00049647613,0.0003939025,0.0013349892,0.0004111772,0.0008451562],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003067103,0.00087088277,0.001014684,0.0008022816,0.0009729604,0.00016230927,0.00063150225,0.0007606715,0.00083264464],"category_scores_gemma":[0.0013454581,0.00089269923,0.0004346738,0.0014217597,0.00076560443,0.0005346581,0.0006083552,0.001430432,0.00019139066],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034851874,0.013872655,0.8121448,0.0018124956,0.0009785269,0.0020626336,0.0065227463,0.00067727,0.033692088,0.04108824,0.03276185,0.05090152],"study_design_scores_gemma":[0.07434344,0.0011908533,0.7252265,0.0028548257,0.00079973537,0.00034718227,0.0058573834,0.015734062,0.016796468,0.0029532893,0.1529103,0.0009859382],"about_ca_topic_score_codex":0.0026238023,"about_ca_topic_score_gemma":0.0013866653,"teacher_disagreement_score":0.12014846,"about_ca_system_score_codex":0.0026658808,"about_ca_system_score_gemma":0.0019037836,"threshold_uncertainty_score":0.9993524},"labels":[],"label_agreement":null},{"id":"W4408026021","doi":"10.1111/adj.13062","title":"Oral appliance therapy for snoring and obstructive sleep apnoea: a Practical Guide for Clinical Care","year":2024,"lang":"en","type":"review","venue":"Australian Dental Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Sleep (system call); Oral appliance; Dental care; Dentistry; Intensive care medicine; Obstructive sleep apnea; Anesthesia; Computer science","score_opus":0.25161629237929195,"score_gpt":0.5495837045878013,"score_spread":0.2979674122085093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408026021","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006064991,0.99070305,0.00048399935,0.0003507725,0.0022065742,0.0051207347,0.00036261938,0.000050511262,0.000115220544],"genre_scores_gemma":[0.0002698051,0.9719201,0.021443352,0.00005462807,0.0038793639,0.0005566805,0.00013427883,0.00022566957,0.0015161481],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955631,0.00023595234,0.001596326,0.000982128,0.0006885676,0.00093391055],"domain_scores_gemma":[0.99704176,0.0007194994,0.0005487574,0.0003828379,0.0004948903,0.0008122512],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010832764,0.0007221326,0.0023669503,0.00033962686,0.0002817935,0.00037667245,0.00033261508,0.00071753666,0.00007618216],"category_scores_gemma":[0.0005783654,0.0005308529,0.0017400375,0.00029685322,0.00042600287,0.00026351624,0.00016381442,0.002656528,0.000061026134],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004686171,0.000119899116,0.00063987775,0.011181181,0.0022116057,0.00059796125,0.00009079083,5.2002385e-8,0.000004338865,0.00018818417,0.006226219,0.97827125],"study_design_scores_gemma":[0.0035099266,0.001349292,0.0003379059,0.00527197,0.003791508,0.012748297,0.001211279,0.000010006701,0.000014926687,0.00018490621,0.9710702,0.000499816],"about_ca_topic_score_codex":0.0000065237714,"about_ca_topic_score_gemma":0.0000071147842,"teacher_disagreement_score":0.97777146,"about_ca_system_score_codex":0.0007731459,"about_ca_system_score_gemma":0.00049425534,"threshold_uncertainty_score":0.9997143},"labels":[],"label_agreement":null},{"id":"W4408069528","doi":"10.1016/j.sleep.2025.02.048","title":"The association of odds ratio product with respiratory and arousal measures in post-stroke patients","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital; Health Sciences Centre; University of Manitoba; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Canadian Stroke Network; Heart and Stroke Foundation of Canada","keywords":"Association (psychology); Arousal; Odds; Stroke (engine); Odds ratio; Medicine; Internal medicine; Psychology; Logistic regression; Neuroscience; Engineering","score_opus":0.010312742134164209,"score_gpt":0.27629960606599974,"score_spread":0.2659868639318355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408069528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888157,0.0013853471,0.00007452255,0.0050441483,0.00020300985,0.00091923645,0.00000785264,0.000016740796,0.0035333936],"genre_scores_gemma":[0.9986904,0.00003920479,0.00003354672,0.00034085743,0.00010650391,0.00003475753,0.000010827825,0.0000119577935,0.0007319004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809396,0.00017658825,0.00035683738,0.00025406538,0.0008598105,0.0002587399],"domain_scores_gemma":[0.9983372,0.0003347079,0.00014304755,0.0002961802,0.00081826304,0.00007061739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012649517,0.0001253013,0.00031085644,0.0002771608,0.00008445888,0.000007893776,0.00009491525,0.000060322094,0.000011080805],"category_scores_gemma":[0.0034954129,0.000071632996,0.00002143893,0.00043189555,0.00029854567,0.000064073225,0.000046972742,0.00031643963,0.0000016034145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090899103,0.00011701788,0.90914655,0.00007979888,0.0001797934,0.0000060527723,0.00038558108,0.0000012762102,0.018167347,0.00043464464,0.00020087608,0.07037209],"study_design_scores_gemma":[0.0059258756,0.001114124,0.9830302,0.00015337334,0.00011418694,0.0000012561353,0.0004942089,0.00006094053,0.007434807,0.000034775745,0.0015754157,0.000060859285],"about_ca_topic_score_codex":0.000091844944,"about_ca_topic_score_gemma":0.00035627338,"teacher_disagreement_score":0.07388364,"about_ca_system_score_codex":0.00024321167,"about_ca_system_score_gemma":0.00009790266,"threshold_uncertainty_score":0.41845882},"labels":[],"label_agreement":null},{"id":"W4408072646","doi":"10.1016/j.compbiomed.2025.109805","title":"Preoperative assessment of patients at risk of postoperative respiratory depression","year":2025,"lang":"en","type":"article","venue":"Computers in Biology and Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; University Health Network","keywords":"Depression (economics); Respiratory system; Medicine; Anesthesia; Internal medicine","score_opus":0.01633540104417467,"score_gpt":0.37941615913993737,"score_spread":0.3630807580957627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408072646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940658,0.0009129042,0.0017433425,0.00029744738,0.00023319738,0.00047729083,0.0000137933,0.0000051928555,0.0022510001],"genre_scores_gemma":[0.9978681,0.0001130881,0.0015896047,0.0003382366,0.000017021002,0.000011199733,0.000027937644,0.0000036013769,0.000031186606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988982,0.0002934604,0.0003314911,0.00024350297,0.00010506932,0.00012825229],"domain_scores_gemma":[0.99906015,0.00037166252,0.00010903307,0.0001775783,0.0002299375,0.000051642517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003587629,0.00010160797,0.0004365884,0.0002794988,0.000044612152,5.352331e-7,0.00007095851,0.00010532836,0.000030935575],"category_scores_gemma":[0.00029609428,0.00006699004,0.000023346016,0.00020413625,0.00072617055,0.000021940241,0.00018889479,0.00022007822,2.2825306e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037687836,0.00013262511,0.97474426,0.00007241324,0.0000964064,0.0000028838708,0.0004351803,0.0000035205453,0.010064362,0.0012523683,0.00016734935,0.012651762],"study_design_scores_gemma":[0.0048303385,0.0014465769,0.98629385,0.0003144106,0.00004375267,8.898658e-7,0.0001163167,0.0006605037,0.005786573,0.00023021027,0.0002345557,0.00004203996],"about_ca_topic_score_codex":0.000035663317,"about_ca_topic_score_gemma":0.000012764715,"teacher_disagreement_score":0.012609722,"about_ca_system_score_codex":0.000089517634,"about_ca_system_score_gemma":0.00004789531,"threshold_uncertainty_score":0.27317744},"labels":[],"label_agreement":null},{"id":"W4408251216","doi":"10.1016/j.ajodo.2025.01.006","title":"Efficacy and adherence of different mandibular advancement devices designs in treatment of obstructive sleep apnea: A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Key Research and Development Program of Ningxia; Peking University; University of British Columbia","keywords":"Obstructive sleep apnea; Meta-analysis; Medicine; Dentistry; Orthodontics; Systematic review; MEDLINE; Anesthesia; Internal medicine","score_opus":0.07945256433561605,"score_gpt":0.3948469015131711,"score_spread":0.31539433717755505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408251216","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047458378,0.99091595,0.0016651658,0.00004331865,0.000035023204,0.0024742908,0.00010531326,0.000002799686,0.000012303909],"genre_scores_gemma":[0.0078939665,0.9894971,0.0024188475,0.000024272485,0.000018151048,0.00007271988,0.000015105073,0.000026088816,0.000033708817],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99490964,0.00087364845,0.002673819,0.00044839297,0.00078884617,0.00030565934],"domain_scores_gemma":[0.9941637,0.0010658572,0.0034876084,0.00041534405,0.0005502862,0.00031721356],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00083813653,0.0006104794,0.012975653,0.0011153177,0.000046135974,0.00002818997,0.00017170355,0.000115436516,0.000016214117],"category_scores_gemma":[0.0005808023,0.00036960008,0.0014169674,0.0013632285,0.00055793737,0.00008239178,0.00013693844,0.00032273255,1.3408696e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020313039,0.0005813515,0.01642015,0.55387586,0.14915001,0.00020309072,0.00040534523,0.0000018352306,0.0000010879806,0.000086681735,4.1454936e-7,0.27907103],"study_design_scores_gemma":[0.0014782913,0.0040952764,0.0025543238,0.029864926,0.9603625,0.0002306904,0.0003850577,0.00001715999,0.0000033813076,0.0000075495227,0.00065649365,0.00034435117],"about_ca_topic_score_codex":0.000050166258,"about_ca_topic_score_gemma":0.000057591766,"teacher_disagreement_score":0.8112125,"about_ca_system_score_codex":0.00013779436,"about_ca_system_score_gemma":0.00018237367,"threshold_uncertainty_score":0.9998756},"labels":[],"label_agreement":null},{"id":"W4408555831","doi":"10.1016/s2213-2600(25)00002-5","title":"Positive airway pressure therapy and all‐cause and cardiovascular mortality in people with obstructive sleep apnoea: a systematic review and meta-analysis of randomised controlled trials and confounder-adjusted, non-randomised controlled studies","year":2025,"lang":"en","type":"review","venue":"The Lancet Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; ResMed","keywords":"Medicine; Randomized controlled trial; Meta-analysis; Continuous positive airway pressure; Confounding; Sleep (system call); Positive airway pressure; Airway; Systematic review; MEDLINE; Intensive care medicine; Physical therapy; Obstructive sleep apnea; Internal medicine; Anesthesia","score_opus":0.19940691571589417,"score_gpt":0.4188657822730296,"score_spread":0.21945886655713545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408555831","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00072815997,0.94163835,0.00003407516,0.00048686264,0.000044096192,0.05671833,0.00015526281,0.00002322527,0.00017164322],"genre_scores_gemma":[0.0030228887,0.98697263,0.000021477752,0.00068027293,0.00012389923,0.009007014,0.00003388181,0.000057260993,0.00008066661],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9788639,0.014048568,0.0039816727,0.0012135125,0.0013440069,0.000548354],"domain_scores_gemma":[0.96764463,0.026652802,0.0026817475,0.0016525544,0.0010936637,0.00027463087],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.028438786,0.0012847373,0.07925816,0.0009915198,0.0001557282,0.000046889258,0.00031381025,0.00034348347,0.000044760076],"category_scores_gemma":[0.017418286,0.00051853165,0.0028323934,0.0013901895,0.0016242528,0.000111932095,0.00018864842,0.0009111351,2.114854e-7],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024653932,0.000044345576,0.000063822146,0.31593317,0.65756774,0.00005551401,0.00066504924,0.000001727443,0.0000030615643,0.000054378153,0.000017191851,0.0009400768],"study_design_scores_gemma":[0.29027984,0.00042510746,0.00028195162,0.027776504,0.6800814,0.00004233856,0.000597101,0.000035471276,0.0000011927265,0.000009244644,0.00019361851,0.00027622262],"about_ca_topic_score_codex":0.00011954473,"about_ca_topic_score_gemma":0.00010563059,"teacher_disagreement_score":0.28815666,"about_ca_system_score_codex":0.00009450143,"about_ca_system_score_gemma":0.00022939545,"threshold_uncertainty_score":0.99999046},"labels":[],"label_agreement":null},{"id":"W4408974983","doi":"10.1016/j.sleep.2025.03.022","title":"Positional therapy for the treatment of positional obstructive sleep apnea in children: A randomized controlled crossover trial","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; Canada Research Chairs; BC Children's Hospital; University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"Physicians' Services Incorporated Foundation; Ontario Ministry of Health and Long-Term Care; American College of Chest Physicians; Sleep Research Society Foundation; Canadian Institutes of Health Research; American Thoracic Society; National Institutes of Health; Muscular Dystrophy Canada; Boehringer Ingelheim","keywords":"Obstructive sleep apnea; Crossover study; Randomized controlled trial; Medicine; Crossover; Physical therapy; Pediatrics; Internal medicine; Alternative medicine; Computer science","score_opus":0.012799079046139729,"score_gpt":0.32562726092782857,"score_spread":0.3128281818816888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408974983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94409245,0.009725085,0.0044813207,0.0118024815,0.0011151445,0.02647657,0.00014238693,0.00003947433,0.0021250793],"genre_scores_gemma":[0.9934628,0.00035285964,0.00035971534,0.00060644955,0.0009176942,0.0036359918,0.00025093093,0.00002846785,0.00038511402],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99687296,0.00034696082,0.0010790778,0.00046355108,0.00080899964,0.0004284486],"domain_scores_gemma":[0.9942192,0.0044154203,0.000282597,0.00042236483,0.00054832257,0.00011210963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011115075,0.0003556956,0.0022065542,0.00052076136,0.00016944499,0.000015366812,0.00019317688,0.00015560183,0.00054759294],"category_scores_gemma":[0.0009846305,0.0001851147,0.0007607693,0.00052376,0.0012036171,0.000066347166,0.000024906862,0.00022208039,0.0000036182603],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9612461,0.001548059,0.0026284219,0.000020904035,0.004554792,0.0000069950356,0.0005038818,0.000033871347,0.0015874762,0.008037454,0.000085135885,0.019746926],"study_design_scores_gemma":[0.9435772,0.0032074756,0.04403373,0.000076983844,0.00097999,0.000021738155,0.00020125044,0.0039422256,0.0010037393,0.0026795047,0.00015318926,0.00012297687],"about_ca_topic_score_codex":0.00015286473,"about_ca_topic_score_gemma":0.000008191868,"teacher_disagreement_score":0.04937032,"about_ca_system_score_codex":0.00036039838,"about_ca_system_score_gemma":0.00012952977,"threshold_uncertainty_score":0.7548758},"labels":[],"label_agreement":null},{"id":"W4409012163","doi":"10.1016/j.sleep.2025.106483","title":"Inter-rater reliability of video clips to assess for obstructive sleep apnea in children","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario","funders":"Physicians' Services Incorporated Foundation; American College of Chest Physicians; CHEST Foundation","keywords":"CLIPS; Obstructive sleep apnea; Reliability (semiconductor); Medicine; Sleep (system call); Inter-rater reliability; Physical therapy; Psychology; Computer science; Internal medicine; Developmental psychology; Surgery; Rating scale","score_opus":0.023511295519193436,"score_gpt":0.34439945137581207,"score_spread":0.3208881558566186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409012163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678428,0.00022561148,0.016563667,0.007311641,0.0007478323,0.0035926437,0.000055777597,0.000059361442,0.0036006325],"genre_scores_gemma":[0.99478215,0.0000066320404,0.003309232,0.000824138,0.0002934834,0.00031594047,0.00008349597,0.000041921372,0.00034302668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967118,0.00018060826,0.0010005146,0.00084570167,0.0006089458,0.00065244467],"domain_scores_gemma":[0.9970908,0.00062946405,0.0001505274,0.0010117665,0.00082080864,0.00029659522],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014111309,0.00033965576,0.0010714415,0.0009767157,0.00006081229,0.00000952469,0.00040331294,0.0002066497,0.00026153077],"category_scores_gemma":[0.004331371,0.00026706842,0.00016379937,0.0013445807,0.0005183782,0.00013138971,0.00026459811,0.00054070423,0.000018221599],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020835882,0.00039685125,0.9063565,0.00046370595,0.00031846768,0.000010846224,0.000779579,0.000030627547,0.011982107,0.0011732131,0.00069839,0.07570613],"study_design_scores_gemma":[0.009140847,0.0014400326,0.96048534,0.00051684654,0.0002740815,0.000018040962,0.0010526278,0.0015088612,0.021729564,0.0022572333,0.0013282972,0.00024825256],"about_ca_topic_score_codex":0.00030293225,"about_ca_topic_score_gemma":0.00006113336,"teacher_disagreement_score":0.07545788,"about_ca_system_score_codex":0.00043835165,"about_ca_system_score_gemma":0.00007274786,"threshold_uncertainty_score":0.9999781},"labels":[],"label_agreement":null},{"id":"W4409012183","doi":"10.1016/j.sleep.2025.106485","title":"Separating obstructive and central respiratory events during sleep using breathing sounds: Utilizing transfer learning on deep convolutional networks","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transfer of learning; Sleep (system call); Breathing; Respiratory system; Computer science; Medicine; Audiology; Speech recognition; Artificial intelligence; Anesthesia; Internal medicine","score_opus":0.024796504150943702,"score_gpt":0.3166241639548739,"score_spread":0.2918276598039302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409012183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9728292,0.002740062,0.018729115,0.00038622995,0.0007539686,0.0008004693,0.0000036552,0.00014987668,0.00360741],"genre_scores_gemma":[0.9978168,0.00003836091,0.0005769268,0.00045763087,0.0008259944,0.00002702534,0.000027598555,0.000065371154,0.00016428315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960572,0.00034035443,0.00072922546,0.0008710023,0.0009214876,0.0010807046],"domain_scores_gemma":[0.9983625,0.00045544645,0.00011652094,0.00035096696,0.00029861944,0.00041594377],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006550157,0.0004673717,0.00075700664,0.0006342132,0.00083273416,0.00003290423,0.00016929551,0.00026873287,0.00014633058],"category_scores_gemma":[0.000757864,0.00042773524,0.00013513866,0.00076006853,0.0005405512,0.000249942,0.00013831741,0.0015831345,0.0000043190284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004150395,0.00037554902,0.75458163,0.0013075292,0.0022274943,0.00076185254,0.00656483,0.043298386,0.12497409,0.0077546746,0.000028210961,0.05397536],"study_design_scores_gemma":[0.014290403,0.0008088441,0.6643707,0.0026305648,0.00076927966,0.00033890037,0.0069089145,0.30550703,0.0029340417,0.00040328037,0.00038453034,0.0006534863],"about_ca_topic_score_codex":0.00007786574,"about_ca_topic_score_gemma":0.000014092734,"teacher_disagreement_score":0.26220864,"about_ca_system_score_codex":0.00084191194,"about_ca_system_score_gemma":0.00007796847,"threshold_uncertainty_score":0.99981743},"labels":[],"label_agreement":null},{"id":"W4409098876","doi":"10.1002/j.2040-4603.2012.tb00472.x","title":"Obstructive Sleep Apnea","year":2012,"lang":"en","type":"article","venue":"Comprehensive physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Calgary","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Sleep apnea; Cardiology; Internal medicine; Anesthesia; Computer science","score_opus":0.03893062999876792,"score_gpt":0.32092112581250903,"score_spread":0.28199049581374114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409098876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923609,0.00090090226,0.0003955918,0.00029996672,0.0008279083,0.00044371778,0.000009828057,0.00010450911,0.004656691],"genre_scores_gemma":[0.9967034,0.000009260952,0.0013037716,0.0008415457,0.0008880141,0.000047317888,0.000047332633,0.000039794646,0.000119579396],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99823135,0.00015571913,0.0002200942,0.00035730578,0.00023730447,0.000798205],"domain_scores_gemma":[0.9983619,0.00023777818,0.00007585589,0.0005213404,0.00044674863,0.0003563988],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005214516,0.00023271085,0.00049135805,0.00015505677,0.00010847885,0.0000060640014,0.00015181414,0.00014218136,0.0006699232],"category_scores_gemma":[0.000118676086,0.00020170082,0.00015816958,0.00026865717,0.00046832894,0.00015208476,0.00023503415,0.00042099282,0.001225366],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048678822,0.00029461875,0.02677306,0.00009087121,0.0003629559,0.000014770577,0.0006717128,0.000007672521,0.94743985,0.0036099663,0.0004883968,0.019759335],"study_design_scores_gemma":[0.0013433987,0.00025246508,0.9533028,0.000007087664,0.00006846433,0.0001733989,0.00074400374,0.00035716943,0.031781424,0.0007561886,0.010994386,0.00021923517],"about_ca_topic_score_codex":0.000012638791,"about_ca_topic_score_gemma":2.7875515e-7,"teacher_disagreement_score":0.9265297,"about_ca_system_score_codex":0.0001119121,"about_ca_system_score_gemma":0.000017977387,"threshold_uncertainty_score":0.9995523},"labels":[],"label_agreement":null},{"id":"W4409120590","doi":"10.21203/rs.3.rs-6313346/v1","title":"Effect of tirzepatide on OSA-related cardiometabolic risk measures in SURMOUNT-OSA","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital","funders":"National Institutes of Health; ResMed; LivaNova; Eli Lilly and Company","keywords":"Business; Economics","score_opus":0.03424470617007897,"score_gpt":0.42082945915606657,"score_spread":0.3865847529859876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409120590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96646154,0.003891957,0.000019358806,0.0003254898,0.0004016817,0.0057065454,0.0007294433,0.00010256004,0.0223614],"genre_scores_gemma":[0.9955295,0.0021320228,0.00006352455,0.0000063425105,0.00018727119,0.00069844315,0.00026546462,0.000089497,0.0010279585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9825108,0.008437328,0.0010121322,0.0014355102,0.005144865,0.0014593753],"domain_scores_gemma":[0.9905179,0.0045852372,0.00023957921,0.0023684332,0.0018379693,0.00045084645],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.014888298,0.0006288317,0.0021785814,0.0058283475,0.00016523976,0.000073085794,0.000876646,0.0010108822,0.0002618886],"category_scores_gemma":[0.01611514,0.0005223707,0.0007620828,0.0036047879,0.0006775898,0.0000627699,0.0018450195,0.007984141,0.0001820754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006696605,0.0007873891,0.5931532,0.01297361,0.0024068917,0.0006913687,0.0009269842,0.00082154386,0.003564063,0.0003965965,0.0007488222,0.37683293],"study_design_scores_gemma":[0.013625066,0.006381117,0.8356211,0.010755788,0.0007011515,0.000021990534,0.000437422,0.0040122624,0.12311039,0.0012638114,0.0030637635,0.0010061425],"about_ca_topic_score_codex":0.006928905,"about_ca_topic_score_gemma":0.00028169985,"teacher_disagreement_score":0.37582678,"about_ca_system_score_codex":0.0015226147,"about_ca_system_score_gemma":0.0009782768,"threshold_uncertainty_score":0.9997228},"labels":[],"label_agreement":null},{"id":"W4409182745","doi":"10.1007/s11325-025-03284-5","title":"Patterns of adherence to continuous positive airway pressure and mandibular advancement splints in pregnant individuals with sleep-disordered breathing","year":2025,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; McGill University; Université de Montréal; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Continuous positive airway pressure; Medicine; Splints; Pregnancy; Cohort; Gestational age; Physical therapy; Obstructive sleep apnea; Anesthesia; Internal medicine; Surgery","score_opus":0.008882783563277964,"score_gpt":0.278083475614647,"score_spread":0.26920069205136904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409182745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890865,0.002563951,0.0054919412,0.0005620698,0.000053899494,0.0015342754,0.00007786422,0.000026198823,0.00060329493],"genre_scores_gemma":[0.99672085,0.00010781179,0.002621261,0.00013426838,0.000018986895,0.000077447476,0.00001933021,0.000021746357,0.00027828745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814713,0.000089869405,0.00037124509,0.00056645693,0.0004045523,0.0004207171],"domain_scores_gemma":[0.99916476,0.00012933629,0.00010492425,0.0002786588,0.0001612852,0.00016104877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035703863,0.00025189138,0.0005485287,0.0003488829,0.00010345191,0.00005039749,0.000120099794,0.00010462405,0.000028847548],"category_scores_gemma":[0.000088475805,0.00020223665,0.000035994497,0.00029601692,0.000086742875,0.00018322366,0.00027134822,0.00032132052,0.0000012390337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077870395,0.00031721639,0.77315843,0.00088040956,0.0005735429,0.00021797341,0.00707008,0.000056112196,0.0038491823,0.00045188153,0.0000026396708,0.21264385],"study_design_scores_gemma":[0.014644016,0.0048809457,0.9222718,0.011840436,0.0009795639,0.0002543355,0.007551853,0.0025963658,0.033526435,0.00036131535,0.0003846384,0.0007083097],"about_ca_topic_score_codex":0.00055920595,"about_ca_topic_score_gemma":0.000098482116,"teacher_disagreement_score":0.21193554,"about_ca_system_score_codex":0.00005264938,"about_ca_system_score_gemma":0.00003045485,"threshold_uncertainty_score":0.82469714},"labels":[],"label_agreement":null},{"id":"W4409348892","doi":"10.2196/51434","title":"Effect of Continuous Positive Airway Pressure or Positional Therapy Compared to Control for Treatment of Obstructive Sleep Apnea on the Development of Gestational Diabetes Mellitus in Pregnancy: Protocol for Feasibility Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gestational diabetes; Continuous positive airway pressure; Pregnancy; Obstructive sleep apnea; Randomized controlled trial; Population; Obstetrics; Sleep apnea; Gestation; Respiratory disturbance index; Preeclampsia; Gestational age; Gestational hypertension; Apnea–hypopnea index; Polysomnography; Pediatrics; Apnea; Internal medicine","score_opus":0.08442754805213258,"score_gpt":0.48686779351783593,"score_spread":0.40244024546570334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409348892","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.071779266,0.0000132883215,0.0009177317,0.00042916794,0.000011612177,0.92629176,0.00037838757,0.000012983136,0.00016577542],"genre_scores_gemma":[0.21362989,1.2086544e-7,0.001081158,0.000009467099,0.00003552078,0.7850671,0.00003180977,0.000024869452,0.00012009094],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99147546,0.00412382,0.0017057527,0.0006338041,0.0013986743,0.000662462],"domain_scores_gemma":[0.9659645,0.029985389,0.00052175426,0.0005055652,0.002886398,0.00013641026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063131005,0.00038623455,0.0030130306,0.00062276924,0.00018115425,0.00003028437,0.00035449036,0.0001761172,0.000085086416],"category_scores_gemma":[0.004781988,0.00020045054,0.00064327184,0.0006398616,0.00073400093,0.00007014377,0.000059766575,0.00022917557,8.1868706e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9547197,0.0061400896,0.0015086036,0.0024857093,0.0021401406,0.000001372671,0.0011518665,0.00004143389,0.012193613,0.00149121,0.000025181906,0.01810108],"study_design_scores_gemma":[0.72433573,0.029178932,0.00289145,0.0025032838,0.00005131104,2.001685e-7,0.00007438462,0.0013422003,0.23889208,0.00047899107,0.00014518468,0.000106244624],"about_ca_topic_score_codex":0.000010090572,"about_ca_topic_score_gemma":0.00001000612,"teacher_disagreement_score":0.23038396,"about_ca_system_score_codex":0.000475374,"about_ca_system_score_gemma":0.0010556843,"threshold_uncertainty_score":0.81741357},"labels":[],"label_agreement":null},{"id":"W4409448695","doi":"10.2196/72513","title":"Effect of a Mediterranean Diet Adapted to the Mexican Population on Indicators of Metabolic Risk in Patients With Obstructive Sleep Apnea: Protocol for a Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Obstructive sleep apnea; Randomized controlled trial; Medicine; Mediterranean diet; Population; Sleep apnea; Physical therapy; Gerontology; Environmental health; Internal medicine; Computer science","score_opus":0.03703102240781707,"score_gpt":0.461145411247165,"score_spread":0.42411438883934793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409448695","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18884946,7.886158e-7,0.00008427598,0.00016772642,0.000012810326,0.810475,0.000043404423,0.00001680355,0.000349765],"genre_scores_gemma":[0.34277278,2.6663713e-8,0.0001203145,0.000007692533,0.000059326732,0.6569707,0.000014823684,0.000027808605,0.000026573416],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98839164,0.0065487265,0.0013129209,0.00061386684,0.0024348693,0.00069799164],"domain_scores_gemma":[0.99084526,0.0063824463,0.0006292452,0.00084842567,0.0010851478,0.00020948074],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011182446,0.00034947917,0.0026106224,0.0021488294,0.00016975254,0.000038411265,0.0005094303,0.00019340159,0.00005179988],"category_scores_gemma":[0.0126559045,0.00017517779,0.00043853367,0.0025981907,0.00057247584,0.000098578326,0.0001771572,0.0009601088,0.0000027592594],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94288576,0.0015849113,0.028166363,0.0010299002,0.0006943346,0.0000014294865,0.0003989006,0.000020087167,0.00005293078,0.0007128964,0.000037886413,0.024414623],"study_design_scores_gemma":[0.91165113,0.033461183,0.048042744,0.0013754298,0.000082834995,1.0762988e-7,0.000050186845,0.0006883496,0.0038387273,0.00016646208,0.00052078074,0.00012206097],"about_ca_topic_score_codex":0.00012612695,"about_ca_topic_score_gemma":0.000028494642,"teacher_disagreement_score":0.15392332,"about_ca_system_score_codex":0.00019122682,"about_ca_system_score_gemma":0.00020906398,"threshold_uncertainty_score":0.9956609},"labels":[],"label_agreement":null},{"id":"W4409567989","doi":"10.1111/jsr.70060","title":"Prevalence of Altered Craniofacial Morphology in Children With <scp>OSA</scp>","year":2025,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Children's Hospital; BC Children's Hospital; Hospital for Sick Children; University of British Columbia; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research","keywords":"Craniofacial; Medicine; Polysomnography; Sleep Bruxism; Craniofacial abnormality; Malocclusion; Dentistry; Pediatrics; Internal medicine; Apnea; Electromyography; Physical medicine and rehabilitation","score_opus":0.02998032994734751,"score_gpt":0.3650250649982205,"score_spread":0.335044735050873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409567989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948987,0.00070947054,0.00026506154,0.00074621045,0.00010430359,0.00066263863,0.000012057383,0.0000057921643,0.002595812],"genre_scores_gemma":[0.99782777,0.00022682172,0.0010647412,0.00003618229,0.00020481498,0.00001194427,0.0000015326918,0.000021894282,0.00060429116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99591297,0.0005449465,0.0007242959,0.00029387567,0.0018187047,0.0007052199],"domain_scores_gemma":[0.9966423,0.0006619782,0.00021643181,0.00041109452,0.0018277619,0.0002404215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003220466,0.00015508584,0.00057021395,0.0020250771,0.000074900854,0.000025179092,0.0005891217,0.00016503582,0.00014407985],"category_scores_gemma":[0.002563968,0.00011647409,0.00012553162,0.0016954597,0.00076562393,0.00018702459,0.00023277261,0.0019441023,0.000015817868],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072340213,0.0005574133,0.9482628,0.00029990464,0.00040598967,0.00022529686,0.00028904714,0.000028293118,0.040545654,0.0002755002,0.00045805107,0.007928648],"study_design_scores_gemma":[0.005136019,0.0017828888,0.9661612,0.00032867517,0.00006535718,0.0005456918,0.00037648124,0.000109465946,0.024995271,0.00035409845,0.00010873769,0.000036141835],"about_ca_topic_score_codex":0.000101551974,"about_ca_topic_score_gemma":0.000011624861,"teacher_disagreement_score":0.017898373,"about_ca_system_score_codex":0.00030766762,"about_ca_system_score_gemma":0.00048050293,"threshold_uncertainty_score":0.84462655},"labels":[],"label_agreement":null},{"id":"W4409620049","doi":"10.21037/qims-24-1830","title":"A preliminary study of synthetic magnetic resonance imaging on the changes of subcortical gray matter nuclei in obstructive sleep apnea patients","year":2025,"lang":"en","type":"article","venue":"Quantitative Imaging in Medicine and Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gray (unit); Magnetic resonance imaging; Obstructive sleep apnea; Medicine; Radiology; Nuclear magnetic resonance; Internal medicine; Physics","score_opus":0.02754190493789098,"score_gpt":0.3181830004650689,"score_spread":0.29064109552717793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409620049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886766,0.0029272249,0.000033532782,0.0065697404,0.00014834793,0.0009280149,0.0000055669875,0.000008690187,0.0007022702],"genre_scores_gemma":[0.99922204,0.000045515095,0.0000845392,0.00051198323,0.000014157159,0.000078816054,0.00000390385,0.000022513841,0.000016549016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741554,0.00053093553,0.0006854749,0.00045084817,0.00055225816,0.00036491838],"domain_scores_gemma":[0.99478555,0.004343134,0.00015618117,0.0003617473,0.00029406627,0.00005933057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011015887,0.00022833023,0.00078388385,0.001149857,0.00005018108,0.00000698117,0.00012982424,0.00003326366,0.0000711975],"category_scores_gemma":[0.002408247,0.00015550638,0.00005276112,0.00097540044,0.0010275705,0.000078514466,0.000107439075,0.00039715238,0.000002652541],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011829403,0.0007635331,0.9558759,0.00021515763,0.000024480496,0.000101134545,0.0053899884,0.0000011894448,0.00054002646,0.0004796434,0.00018366895,0.035242394],"study_design_scores_gemma":[0.0019123715,0.0007399978,0.9701816,0.0014556344,0.00006867359,0.000005318948,0.022442365,0.0023630222,0.00032657277,0.00037377825,0.000023285724,0.00010738341],"about_ca_topic_score_codex":0.00038588108,"about_ca_topic_score_gemma":0.00003646569,"teacher_disagreement_score":0.03513501,"about_ca_system_score_codex":0.0000734695,"about_ca_system_score_gemma":0.00003238072,"threshold_uncertainty_score":0.6341366},"labels":[],"label_agreement":null},{"id":"W4409664382","doi":"10.1016/j.eclinm.2025.103221","title":"The relationship between obesity and obstructive sleep apnea in four community-based cohorts: an individual participant data meta-analysis of 12,860 adults","year":2025,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Center for Advancing Translational Sciences; National Institute on Aging; University of California, Davis; Chinese Society of Clinical Oncology; National Institutes of Health; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; York University; American Academy of Sleep Medicine; Johns Hopkins University; National Science Foundation; American Heart Association; University of Washington; National Heart, Lung, and Blood Institute; Université de Lausanne; Boston University; New York University; GlaxoSmithKline; National Institute of Arthritis and Musculoskeletal and Skin Diseases; University of Arizona; University of Minnesota; U.S. Environmental Protection Agency; Case Western Reserve University","keywords":"Medicine; Obstructive sleep apnea; Obesity; Meta-analysis; Sleep apnea; Gerontology; Physical therapy; Internal medicine","score_opus":0.414126750253636,"score_gpt":0.4587810332485493,"score_spread":0.04465428299491331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409664382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99007803,0.0011215461,0.0006986721,0.0063262084,0.00007946848,0.00100803,0.00044499175,0.0000347611,0.00020830442],"genre_scores_gemma":[0.9971479,0.000013048499,0.0010482623,0.00049561297,0.00007111647,0.000057200625,0.0011089289,0.000018721299,0.00003921445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99379456,0.0025998,0.0015924172,0.0006320245,0.00091869914,0.00046251054],"domain_scores_gemma":[0.97125787,0.024868354,0.00039136113,0.0028446433,0.00032123193,0.000316568],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01024093,0.00027441987,0.002095976,0.00069548603,0.0003688835,0.000028480708,0.0009470885,0.00023273446,0.000069041],"category_scores_gemma":[0.017854573,0.00017831795,0.00031071992,0.0019854382,0.0014381137,0.0001738451,0.0006863265,0.0018018967,0.0000027236172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044146308,0.00035106068,0.95131344,0.0001076259,0.043754365,0.000013942874,0.00050036627,0.000022263652,0.000005206828,0.00040421163,0.000033615248,0.0030524528],"study_design_scores_gemma":[0.0028394517,0.00044324732,0.8326322,0.00004125684,0.1563563,0.0000012099974,0.0011843523,0.005406448,0.000018995857,0.0008945355,0.000075459626,0.00010654135],"about_ca_topic_score_codex":0.0009029234,"about_ca_topic_score_gemma":0.002555369,"teacher_disagreement_score":0.11868124,"about_ca_system_score_codex":0.00004663843,"about_ca_system_score_gemma":0.00014433537,"threshold_uncertainty_score":0.99041843},"labels":[],"label_agreement":null},{"id":"W4409722419","doi":"10.5664/jcsm.11742","title":"The role of cardiac magnetic resonance imaging in obstructive sleep apnea: a systematic scoping review","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Medicine; Obstructive sleep apnea; Magnetic resonance imaging; Sleep apnea; Cardiology; Cardiac magnetic resonance imaging; Cardiac magnetic resonance; Systematic review; Sleep (system call); MEDLINE; Radiology","score_opus":0.026164431632632542,"score_gpt":0.4013874057614179,"score_spread":0.37522297412878536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409722419","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03475439,0.9487072,0.00014062179,0.008609309,0.0014920252,0.0024069382,0.0000023203063,0.0000110417695,0.0038761478],"genre_scores_gemma":[0.9364064,0.060486518,0.0007690335,0.001151875,0.000948487,0.00006627077,0.000001580979,0.000041783784,0.00012807998],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9916994,0.0013071945,0.0048654554,0.0003151686,0.0013620328,0.00045074965],"domain_scores_gemma":[0.98924947,0.006878166,0.0015737435,0.00068137905,0.00134021,0.00027703223],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01112253,0.0002504928,0.002960854,0.0003544969,0.00008439741,0.000012656441,0.00054392254,0.00011815051,0.00005853971],"category_scores_gemma":[0.03381006,0.00014128131,0.0005379525,0.0011113785,0.0008917518,0.00013158895,0.00015689136,0.0013266339,0.000005778368],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00104105,0.00023905362,0.22093725,0.046873346,0.00029120588,0.00015810262,0.00019039286,0.000002305174,0.00050794525,0.0006923808,0.0001919344,0.72887504],"study_design_scores_gemma":[0.006655091,0.0015096096,0.26490805,0.71682733,0.0019940254,0.00020886448,0.0023880254,0.0017824584,0.00034001452,0.0018743341,0.0012907528,0.00022144026],"about_ca_topic_score_codex":0.000023731665,"about_ca_topic_score_gemma":0.000009604477,"teacher_disagreement_score":0.901652,"about_ca_system_score_codex":0.00016899843,"about_ca_system_score_gemma":0.00027043314,"threshold_uncertainty_score":0.9743286},"labels":[],"label_agreement":null},{"id":"W4409774897","doi":"10.3390/dj13050187","title":"General Dentists and Dental Specialists’ Knowledge of Treatment, Diagnosis, Referral, and Risk Factors of Obstructive Sleep Apnea: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Dentistry Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Referral; Medicine; Intensive care medicine; Sleep apnea; Dentistry; Medical emergency; Family medicine; Internal medicine","score_opus":0.052647626275351064,"score_gpt":0.38621850334268054,"score_spread":0.33357087706732946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409774897","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019355392,0.9763183,0.000031849027,0.0000032790422,0.0007432975,0.0026524067,0.0007160508,0.000011834016,0.00016760653],"genre_scores_gemma":[0.0013211634,0.997318,0.00024242184,0.0000025038464,0.00026469352,0.000148876,0.00012588872,0.000063708394,0.0005127285],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99499214,0.0011240167,0.0022483051,0.0006075926,0.00057168107,0.00045624288],"domain_scores_gemma":[0.9953655,0.00072035554,0.002397314,0.0005961503,0.0004740744,0.00044663166],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00059586344,0.0007679921,0.005801171,0.0006929783,0.00019366299,0.00009758379,0.00035369192,0.0003777363,0.00014123399],"category_scores_gemma":[0.0012517438,0.0005485815,0.0010853646,0.0006289567,0.00046921847,0.0001660328,0.00029534282,0.00089055643,0.000006788096],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021062571,0.00028042338,0.015628612,0.8859632,0.0048044636,0.00031724502,0.00011130527,2.3801274e-8,0.000002900824,0.0000455874,0.000106425636,0.092718735],"study_design_scores_gemma":[0.0025681225,0.00083858945,0.008280549,0.90053135,0.05680652,0.020971442,0.00037491048,0.000008852627,0.000070773815,0.000040737978,0.008779096,0.00072903873],"about_ca_topic_score_codex":0.00007941156,"about_ca_topic_score_gemma":0.000039657913,"teacher_disagreement_score":0.091989696,"about_ca_system_score_codex":0.0008663718,"about_ca_system_score_gemma":0.00036438167,"threshold_uncertainty_score":0.99969655},"labels":[],"label_agreement":null},{"id":"W4409820196","doi":"10.1002/alz.70183","title":"Examining the association between sleep apnea and total hippocampal volumes in cognitive impairment","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Memorial University of Newfoundland; University Health Network; University of Toronto; University of New Brunswick; Health Sciences Centre; McMaster University; Sunnybrook Health Science Centre","funders":"University of Toronto","keywords":"Obstructive sleep apnea; Dementia; Etiology; Medicine; Hippocampal formation; Polysomnography; Sleep apnea; Cognition; Cardiology; Audiology; Internal medicine; Apnea; Psychiatry","score_opus":0.02934258994272805,"score_gpt":0.3072630505134792,"score_spread":0.27792046057075115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409820196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98276937,0.011385254,0.0002335733,0.0010541191,0.00016763964,0.00088849687,0.000014223604,0.00003251647,0.0034547842],"genre_scores_gemma":[0.99928427,0.000012362679,0.00021542296,0.0001972617,0.00010587552,0.000086256645,0.000038186674,0.000014926573,0.000045452067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837583,0.00017428579,0.00029953866,0.00033232584,0.00041014137,0.0004078837],"domain_scores_gemma":[0.9990508,0.00047352925,0.000090948575,0.00017095858,0.00013427308,0.00007951313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007662428,0.00015724344,0.00025903177,0.00018597228,0.00014029186,0.00005775772,0.00008848576,0.000099656674,0.000110320594],"category_scores_gemma":[0.00019914407,0.00012757446,0.00004943338,0.0003777448,0.000100644,0.00011620575,0.00020299394,0.00033926943,0.000023606091],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000587529,0.000060490973,0.79099673,0.0000066197485,0.008175762,0.000008133181,0.00045436184,4.946011e-7,0.00018402962,0.00005301653,0.000116213196,0.19988538],"study_design_scores_gemma":[0.0021254611,0.00018473793,0.98468816,0.00003956207,0.007653444,0.0000030331137,0.0013597881,0.0006516295,0.00287734,0.0001285039,0.00017765109,0.00011070997],"about_ca_topic_score_codex":0.000117258314,"about_ca_topic_score_gemma":0.000032700955,"teacher_disagreement_score":0.19977467,"about_ca_system_score_codex":0.000058114983,"about_ca_system_score_gemma":0.000041953295,"threshold_uncertainty_score":0.5202335},"labels":[],"label_agreement":null},{"id":"W4409882102","doi":"10.1183/23120541.sleepandbreathing-2025.108","title":"Does hypoxic burden predict cognitive impairment in obstructive sleep apnea?","year":2025,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Cognitive impairment; Medicine; Sleep apnea; Sleep (system call); Cognition; Apnea; Cardiology; Audiology; Intensive care medicine; Computer science; Internal medicine; Psychiatry","score_opus":0.00998992775933789,"score_gpt":0.2942377384980724,"score_spread":0.2842478107387345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409882102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92754084,0.00012666734,0.0012510805,0.0025864143,0.00046254526,0.0019734672,0.00003752605,0.00014473895,0.06587673],"genre_scores_gemma":[0.99362576,0.000012514349,0.0007145018,0.0002810622,0.00015829096,0.00020701034,0.000029589912,0.000026073452,0.004945198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976723,0.00012927945,0.0004135127,0.00061938335,0.0005515074,0.00061400834],"domain_scores_gemma":[0.99870205,0.0003686591,0.00005358575,0.0003540729,0.00032340028,0.00019821689],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030396107,0.00026360212,0.00045528487,0.000647633,0.000077626915,0.000033428318,0.0001750556,0.00015888766,0.0009909907],"category_scores_gemma":[0.000497417,0.0001637334,0.00012900356,0.00089437765,0.00030272928,0.00015199021,0.0002481993,0.00050974917,0.00012731817],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034755636,0.001102121,0.71930283,0.00055245013,0.001444219,0.0006457129,0.002471582,0.000020239255,0.010275026,0.0042734053,0.0003736148,0.25606322],"study_design_scores_gemma":[0.009768001,0.00061660237,0.93111795,0.00030437412,0.00020319839,0.000027948681,0.012413339,0.005543814,0.036054228,0.0031176882,0.00050597644,0.0003268938],"about_ca_topic_score_codex":0.00029860612,"about_ca_topic_score_gemma":0.000085852684,"teacher_disagreement_score":0.25573632,"about_ca_system_score_codex":0.0004841471,"about_ca_system_score_gemma":0.00011302195,"threshold_uncertainty_score":0.9999222},"labels":[],"label_agreement":null},{"id":"W4409885642","doi":"10.1038/s41533-025-00429-7","title":"Association between sleep duration and hypertension risk in patients with obstructive sleep apnea","year":2025,"lang":"en","type":"article","venue":"npj Primary Care Respiratory Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China; Case Western Reserve University; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Incidence (geometry); Sleep apnea; Risk factor; Population; Internal medicine; Sleep (system call); Poisson regression; Physical therapy; Pediatrics; Apnea","score_opus":0.010803412187372753,"score_gpt":0.2557062294563039,"score_spread":0.24490281726893115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409885642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916123,0.0013447155,0.00027825913,0.0006239228,0.0002408988,0.0013161742,0.00003757961,0.0000707515,0.004475375],"genre_scores_gemma":[0.99812233,0.000026077803,0.00031306225,0.0008565378,0.0002714982,0.000046901696,0.00026713224,0.000039173137,0.000057297922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967233,0.0003634571,0.00067633565,0.0006568585,0.0011349289,0.00044512283],"domain_scores_gemma":[0.99743736,0.00047207373,0.00033317253,0.00045539983,0.0010931902,0.0002088241],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00071362185,0.00031907693,0.00077010505,0.0007383382,0.00017748013,0.00001796663,0.00011675999,0.0002992024,0.000034502154],"category_scores_gemma":[0.0012486138,0.00024593007,0.000049867474,0.00091913645,0.00024449138,0.00025548058,0.0001159637,0.0008024049,0.000007712285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070764805,0.000059883267,0.8446278,0.0002726259,0.00023240528,0.000022805094,0.00042966282,0.0000029253724,0.0006575398,0.000018149702,0.00011949231,0.15284908],"study_design_scores_gemma":[0.011836632,0.0011508063,0.9829365,0.00029135696,0.00053956785,0.000001464088,0.00064988656,0.000054987242,0.0006728445,0.00004553403,0.0016230855,0.00019731183],"about_ca_topic_score_codex":0.00009842853,"about_ca_topic_score_gemma":0.000046995076,"teacher_disagreement_score":0.15265177,"about_ca_system_score_codex":0.002053439,"about_ca_system_score_gemma":0.00012875558,"threshold_uncertainty_score":0.9999993},"labels":[],"label_agreement":null},{"id":"W4409902355","doi":"10.1016/j.ddj.2025.100013","title":"Optimizing CBCT analysis of the Adenoid region: A deep learning approach","year":2025,"lang":"en","type":"article","venue":"Digital Dentistry Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Faculty of Medicine and Dentistry, University of Alberta; University of Alberta; American Academy of Oral and Maxillofacial Radiology","keywords":"Adenoid; Deep learning; Artificial intelligence; Computer science; Medicine; Surgery","score_opus":0.02019699168710607,"score_gpt":0.2960148026655236,"score_spread":0.2758178109784175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409902355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8963437,0.0010705182,0.062534586,0.00028876247,0.00029692592,0.00018311501,0.0000060667717,0.000024222618,0.039252084],"genre_scores_gemma":[0.9958114,0.000019100644,0.0006064167,0.000026665952,0.00007119808,0.0000028677832,0.000012695786,0.000011845876,0.0034378143],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984594,0.000075017975,0.00038161137,0.00020405442,0.00060376874,0.00027614413],"domain_scores_gemma":[0.99901783,0.000068685,0.00020338237,0.00029385844,0.00029120056,0.00012502907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002026553,0.0001257372,0.0003562855,0.00046109766,0.00022262296,0.00026223008,0.00030752472,0.00007782123,0.000049299964],"category_scores_gemma":[0.00044743172,0.00008951301,0.0005323219,0.0018322471,0.00018710042,0.00024477532,0.00020080298,0.0008142103,0.0000044435405],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033220302,0.00047448973,0.88492095,0.00022855734,0.009511731,0.00070523017,0.0005816009,0.006922646,0.0024347266,0.0008210388,0.00025829335,0.092808545],"study_design_scores_gemma":[0.0035188699,0.00019782271,0.9154196,0.00036285212,0.0049639926,0.007388911,0.0061342,0.055742893,0.0032771023,0.0003649335,0.0022625814,0.00036623303],"about_ca_topic_score_codex":0.0000023584544,"about_ca_topic_score_gemma":8.323469e-7,"teacher_disagreement_score":0.09946768,"about_ca_system_score_codex":0.00015143616,"about_ca_system_score_gemma":0.0000657706,"threshold_uncertainty_score":0.36502343},"labels":[],"label_agreement":null},{"id":"W4410112776","doi":"10.1007/s10067-025-07457-1","title":"Osteoarthritis and the risk of sleep apnea: a general population-based cohort study","year":2025,"lang":"en","type":"article","venue":"Clinical Rheumatology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Canada","funders":"Fundamental Research Funds for Central Universities of the Central South University; Key Technologies Research and Development Program; Natural Science Foundation of Hunan Province; National Natural Science Foundation of China","keywords":"Medicine; Rheumatology; Sleep apnea; Osteoarthritis; Internal medicine; Cohort; Obstructive sleep apnea; Population; Physical therapy; Cohort study; Alternative medicine; Pathology; Environmental health","score_opus":0.01705489792678624,"score_gpt":0.36045166121242783,"score_spread":0.3433967632856416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410112776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953278,0.00052181655,0.0004707788,0.0013989452,0.0003691848,0.0014794441,0.000008132414,0.000026646314,0.00039727832],"genre_scores_gemma":[0.9992604,0.00006385812,0.0003086197,0.00017471927,0.00001842138,0.000096794996,0.000010850484,0.000011235943,0.00005504899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997031,0.0011888114,0.0009396627,0.00038434123,0.0002329034,0.0002232878],"domain_scores_gemma":[0.9955537,0.0034045072,0.00020514468,0.0005376254,0.00020282046,0.00009622405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020128756,0.00012464622,0.00093625585,0.00012214336,0.000107561784,0.000008960844,0.00014273282,0.00016570107,0.0000600467],"category_scores_gemma":[0.0071315602,0.000082360784,0.00017274889,0.00025582942,0.0009397253,0.000019855617,0.00013362285,0.0004976005,0.000010667683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013115597,0.00034888013,0.9704383,0.000044486816,0.00035697286,0.000009708434,0.000036383488,0.000006265393,0.00000465179,0.002444459,0.000033059056,0.024965258],"study_design_scores_gemma":[0.015921636,0.00048050258,0.97437817,0.000029454559,0.00028289552,0.000016143005,0.0001250471,0.007872824,0.00001962383,0.0007794824,0.000036368634,0.000057828],"about_ca_topic_score_codex":0.00075470103,"about_ca_topic_score_gemma":0.00018058917,"teacher_disagreement_score":0.02490743,"about_ca_system_score_codex":0.000021473441,"about_ca_system_score_gemma":0.00006304799,"threshold_uncertainty_score":0.8537659},"labels":[],"label_agreement":null},{"id":"W4410120856","doi":"10.2196/69757","title":"Enhancing Adherence to Continuous Positive Airway Pressure Therapy in Patients With Obstructive Sleep Apnea Using Augmented Reality: Protocol for a Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Continuous positive airway pressure; Medicine; Randomized controlled trial; Obstructive sleep apnea; Physical therapy; Adverse effect; Clinical trial; Sleep apnea; Surgery; Internal medicine","score_opus":0.07677228951768705,"score_gpt":0.4860108406472587,"score_spread":0.40923855112957164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410120856","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026080098,0.000001949864,0.003068146,0.00029550664,0.000020863827,0.9693344,0.00005060795,0.00007751322,0.0010708941],"genre_scores_gemma":[0.02380247,4.822957e-8,0.0020255565,0.00007377467,0.0001407175,0.9730527,0.000020631376,0.00008367412,0.0008004556],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98977536,0.003627659,0.0014915075,0.0012811508,0.0022672357,0.0015570857],"domain_scores_gemma":[0.990986,0.0028290069,0.0004042335,0.0009038496,0.004463695,0.0004132217],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0061708535,0.0005625954,0.002836675,0.001360243,0.00038710784,0.00025134662,0.0005538565,0.00032302874,0.00014364692],"category_scores_gemma":[0.0044702366,0.00038256813,0.0004157314,0.0019260402,0.0006457942,0.00031592132,0.0003180037,0.0012646009,0.000007820425],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97385085,0.0032907734,0.0030181939,0.00087744655,0.0010275635,0.000018173547,0.0006789379,0.000017676128,0.004026217,0.000296279,0.00008042482,0.0128174415],"study_design_scores_gemma":[0.95684516,0.018173333,0.0021600975,0.0041012354,0.00004203149,0.0000011838891,0.00024221162,0.0014934139,0.015254307,0.0002934561,0.0010619103,0.00033166088],"about_ca_topic_score_codex":0.00018703751,"about_ca_topic_score_gemma":0.000046698337,"teacher_disagreement_score":0.017005714,"about_ca_system_score_codex":0.0007548719,"about_ca_system_score_gemma":0.0009542985,"threshold_uncertainty_score":0.9998626},"labels":[],"label_agreement":null},{"id":"W4410201897","doi":"10.1016/j.chest.2024.12.010","title":"Response","year":2025,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Computer science","score_opus":0.033220433931013885,"score_gpt":0.3334525636780878,"score_spread":0.3002321297470739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410201897","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021556632,0.0004378751,0.00024639588,0.9853922,0.001044942,0.00021480137,0.000015333148,0.000034095447,0.0104586845],"genre_scores_gemma":[0.0008882589,0.00008684206,0.0020277197,0.90355676,0.013155889,0.000012178155,0.00005018768,0.00008043905,0.080141716],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975991,0.00034931992,0.00034598235,0.0002725885,0.00089832646,0.00053462846],"domain_scores_gemma":[0.99833834,0.0004472631,0.0001425996,0.00045702764,0.0004292935,0.00018548252],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009085977,0.00024593886,0.00046775182,0.0006663985,0.00014244944,0.00010815189,0.00030445415,0.00071765215,0.0014798992],"category_scores_gemma":[0.0014729273,0.0001997851,0.00030440488,0.0002670923,0.00015574353,0.000055749886,0.00010397785,0.007985349,0.0003014035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007868459,0.000023406712,0.00039342395,0.00030755697,0.00025921967,0.014060906,0.00004100483,7.1536384e-8,0.00083638605,0.0000021166936,0.9771444,0.006144636],"study_design_scores_gemma":[0.0011045265,0.0001852967,0.004889363,0.00030942334,0.00014821049,0.004301425,0.000024403882,0.0000064931105,0.00077437266,0.00012339363,0.9879857,0.0001474169],"about_ca_topic_score_codex":0.000001721444,"about_ca_topic_score_gemma":1.3200766e-7,"teacher_disagreement_score":0.08183544,"about_ca_system_score_codex":0.00061068597,"about_ca_system_score_gemma":0.00067039835,"threshold_uncertainty_score":0.99943286},"labels":[],"label_agreement":null},{"id":"W4410219870","doi":"10.1016/j.sleep.2025.106559","title":"Screening for obstructive sleep apnea in the resource-limited setting of the COVID-19 pandemic (SPARE study)","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research; Centre Hospitalier pour Enfants de l'est de l'Ontario; American Academy of Sleep Medicine; European Respiratory Society","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Obstructive sleep apnea; Spare part; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Intensive care medicine; Medical emergency; Virology; Emergency medicine; Business; Internal medicine; Outbreak","score_opus":0.062492104619321885,"score_gpt":0.3749055702821114,"score_spread":0.31241346566278955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410219870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9528779,0.000877944,0.0077147074,0.028098406,0.00040504738,0.006824478,0.00004136305,0.00008729786,0.0030729033],"genre_scores_gemma":[0.9949707,0.00000440274,0.00036163954,0.0038118893,0.00027469997,0.00032973065,0.000039738763,0.000035923535,0.0001713042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960439,0.000739854,0.00084495416,0.0006083474,0.0011406648,0.0006222533],"domain_scores_gemma":[0.99513876,0.0030168984,0.0002915916,0.0010830843,0.00028850857,0.00018117309],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0033761314,0.00031817687,0.0007493064,0.0005706314,0.00035235597,0.000014086904,0.00080564467,0.00015374804,0.00007362598],"category_scores_gemma":[0.009677385,0.00017607294,0.0001755926,0.002317139,0.0006718791,0.000064372674,0.00029665162,0.0009060439,0.0000013571556],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012177288,0.0002667175,0.9330194,0.00039312418,0.00040883865,0.000028872271,0.012886312,0.00022153925,0.0012910798,0.0004859501,0.00090098055,0.04887943],"study_design_scores_gemma":[0.017610792,0.0010131557,0.8549517,0.00039989615,0.0007943186,0.00008259196,0.10970126,0.0070877983,0.00031428077,0.00082099886,0.00698871,0.00023454544],"about_ca_topic_score_codex":0.0003606812,"about_ca_topic_score_gemma":0.0003492128,"teacher_disagreement_score":0.096814945,"about_ca_system_score_codex":0.0003533825,"about_ca_system_score_gemma":0.00010085953,"threshold_uncertainty_score":0.9986645},"labels":[],"label_agreement":null},{"id":"W4410269325","doi":"10.1164/ajrccm.2025.211.abstracts.a1268","title":"High Night-to-Night Variability in Childhood Obstructive Sleep Apnea Severity","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hospital for Sick Children; BC Children's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep (system call); Apnea; Sleep apnea; Pediatrics; Emergency medicine; Anesthesia","score_opus":0.009596887435118905,"score_gpt":0.31324276078089613,"score_spread":0.30364587334577725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410269325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98547167,0.001224171,0.002557463,0.008183661,0.00048250402,0.00035418413,0.000014499241,0.000017199272,0.001694673],"genre_scores_gemma":[0.9940255,0.000010494122,0.001583923,0.0038990178,0.00044009328,0.00001180172,0.00000193973,0.000019160503,0.0000080577065],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99660164,0.0007784971,0.0008839315,0.00045517765,0.00078805664,0.0004926914],"domain_scores_gemma":[0.99612457,0.0013730618,0.00013705701,0.00039503895,0.0012386906,0.0007315917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015689469,0.00027794833,0.001176244,0.0007043346,0.000115829236,0.000017871414,0.00023647248,0.00010615852,0.00015652158],"category_scores_gemma":[0.007922845,0.0002076043,0.00012075638,0.0012946968,0.0019914077,0.00015129943,0.00012736233,0.00118212,0.0000032163553],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024440498,0.00049155304,0.38379708,0.00047140988,0.00024117986,0.001095653,0.0038606212,0.0000045868765,0.0034429764,0.008124423,0.00015297608,0.5958735],"study_design_scores_gemma":[0.004105547,0.006882772,0.9664198,0.00051120884,0.00032961223,0.00022793563,0.014207224,0.00002026035,0.0021857088,0.0023857607,0.0024699436,0.0002541866],"about_ca_topic_score_codex":0.00007392743,"about_ca_topic_score_gemma":0.000012820631,"teacher_disagreement_score":0.5956193,"about_ca_system_score_codex":0.00035637783,"about_ca_system_score_gemma":0.00023242089,"threshold_uncertainty_score":0.94849575},"labels":[],"label_agreement":null},{"id":"W4410269361","doi":"10.1164/ajrccm.2025.211.abstracts.a1059","title":"Sensor-Based Digital Health Technology Enables Digital Medicine for Sleep-Related Breathing Diseases","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Digital health; Sleep (system call); Breathing; Sleep medicine; Intensive care medicine; Physical medicine and rehabilitation; Health care; Sleep disorder; Psychiatry","score_opus":0.01621136082604014,"score_gpt":0.3501750753400688,"score_spread":0.3339637145140287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410269361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7704588,0.048005495,0.020651938,0.15648638,0.0007187334,0.001083495,0.00020192757,0.00015892378,0.0022342878],"genre_scores_gemma":[0.9955714,0.000030174097,0.00036682497,0.0035744037,0.00036492044,0.000012164649,0.000019526533,0.000031137155,0.000029480265],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99737394,0.000107234104,0.0009611696,0.00037007773,0.0006482352,0.0005393413],"domain_scores_gemma":[0.9957221,0.0016001693,0.0002679949,0.00029309033,0.0014178928,0.0006987176],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00043576304,0.00028497088,0.0012376795,0.0010609505,0.0002159989,0.000038225444,0.00018818781,0.00009987167,0.000042800206],"category_scores_gemma":[0.008367282,0.00019715304,0.00015211222,0.0009890565,0.0047819726,0.00022255613,0.00005960758,0.0006257476,0.0000011129038],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017160196,0.00021577119,0.11922655,0.0012170663,0.0002973872,0.0006207952,0.00053342595,0.000004069943,0.0008320362,0.005236478,0.0006531229,0.8694473],"study_design_scores_gemma":[0.0726545,0.22566707,0.07614259,0.0203895,0.0046046944,0.004314852,0.38497823,0.00093080144,0.0024082616,0.014590581,0.19128118,0.0020377142],"about_ca_topic_score_codex":0.000010475364,"about_ca_topic_score_gemma":5.501116e-7,"teacher_disagreement_score":0.8674096,"about_ca_system_score_codex":0.00022526244,"about_ca_system_score_gemma":0.00039615078,"threshold_uncertainty_score":0.99998564},"labels":[],"label_agreement":null},{"id":"W4410269384","doi":"10.1164/ajrccm.2025.211.abstracts.a1269","title":"Preliminary Estimates of the Diagnostic Characteristics of Video Clips for Obstructive Sleep Apnea in Children","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; CLIPS; Obstructive sleep apnea; Sleep apnea; Sleep (system call); Apnea; Intensive care medicine; Pediatrics; Audiology; Physical therapy; Anesthesia; Surgery","score_opus":0.01215648550681818,"score_gpt":0.32359178849643333,"score_spread":0.31143530298961514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410269384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99326026,0.0036601755,0.000972372,0.0013792346,0.00018098732,0.00041627267,0.000038753253,0.0000031312545,0.00008882439],"genre_scores_gemma":[0.99875623,0.000027956465,0.00062521803,0.00040815104,0.00015256245,0.000012721833,0.0000023054904,0.000013366954,0.0000014776003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981926,0.00017148694,0.0008099229,0.00017930804,0.00041569985,0.00023098623],"domain_scores_gemma":[0.99469805,0.0035541926,0.00030888285,0.00023647644,0.0010483708,0.0001540494],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0004973316,0.0001546067,0.0008569609,0.00030421434,0.00005204386,0.0000038923336,0.00019349378,0.00005835226,0.000014152066],"category_scores_gemma":[0.01606268,0.00009876087,0.00012596148,0.00047919794,0.0028798128,0.00006164002,0.00008145557,0.000425186,9.5765586e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013213486,0.00010775089,0.8273351,0.00055755477,0.00012126637,0.000023662322,0.0006130111,0.0000012360155,0.0026820442,0.00096641574,0.00001874825,0.16625184],"study_design_scores_gemma":[0.0021997434,0.007310457,0.9774686,0.0010566753,0.00054099195,0.00009505448,0.0051746876,0.000045946326,0.005439532,0.0005321505,0.00006208643,0.00007407033],"about_ca_topic_score_codex":0.000019056732,"about_ca_topic_score_gemma":0.0000012347963,"teacher_disagreement_score":0.16617778,"about_ca_system_score_codex":0.000066723835,"about_ca_system_score_gemma":0.00012830854,"threshold_uncertainty_score":0.99983376},"labels":[],"label_agreement":null},{"id":"W4410271920","doi":"10.1164/ajrccm.2025.211.abstracts.a3645","title":"Aero-acoustic Simulation of Patient-specific Breathing Sounds in Obstructive Sleep Apnea Versus Healthy Airways","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Obstructive sleep apnea; Breathing; Sleep apnea; Apnea; Sleep apnea syndromes; Respiratory sounds; Sleep (system call); Audiology; Cardiology; Polysomnography; Anesthesia; Internal medicine; Asthma","score_opus":0.024011578326785604,"score_gpt":0.3506448300684028,"score_spread":0.32663325174161717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410271920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98600227,0.00691016,0.004512438,0.0010002246,0.0005199505,0.00021423376,0.0000066272037,0.000009573069,0.0008245085],"genre_scores_gemma":[0.99871117,0.000038266935,0.0004464587,0.0005588334,0.00022067061,0.000004233421,0.000002023534,0.000016881948,0.00000144167],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9975035,0.00030357522,0.00088511227,0.00026369447,0.00070568407,0.0003384342],"domain_scores_gemma":[0.99621433,0.0018354928,0.00024744222,0.00022204715,0.0011615349,0.00031914955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004683199,0.00019264265,0.0008360296,0.00069841975,0.00008783277,0.000009706246,0.000112044254,0.00007845127,0.00004382162],"category_scores_gemma":[0.0024768193,0.00015582738,0.00009530451,0.0008526753,0.0018195303,0.00014343976,0.00005335467,0.00071484834,6.6153666e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015417893,0.00028759043,0.05990717,0.00092384906,0.00017078879,0.00065949076,0.007113053,0.0009748806,0.008401241,0.0018276642,0.000031045867,0.9042853],"study_design_scores_gemma":[0.047304176,0.13521917,0.3131371,0.0045433342,0.00168104,0.00048393675,0.4776815,0.0060541327,0.003800801,0.0015162743,0.007512132,0.0010663851],"about_ca_topic_score_codex":0.000025116571,"about_ca_topic_score_gemma":0.0000053358194,"teacher_disagreement_score":0.9032189,"about_ca_system_score_codex":0.0003066444,"about_ca_system_score_gemma":0.0001427763,"threshold_uncertainty_score":0.6704135},"labels":[],"label_agreement":null},{"id":"W4410272995","doi":"10.1164/ajrccm.2025.211.abstracts.a4746","title":"Prediction of Obstructive Sleep Apnea With AI-based Facial Photograph Analysis","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Sleep (system call); Audiology; Internal medicine","score_opus":0.015077380052146436,"score_gpt":0.3167945897344023,"score_spread":0.30171720968225585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410272995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9749656,0.0018918504,0.020522745,0.0014943023,0.00013421956,0.00019637347,0.000040886385,0.000013371148,0.000740692],"genre_scores_gemma":[0.9979707,0.0000085216825,0.0007412003,0.0010939057,0.00015868593,0.000006521863,0.0000054180623,0.000012177938,0.0000028435043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977047,0.00029138027,0.0006379967,0.0002633429,0.00084002834,0.00026258576],"domain_scores_gemma":[0.9965026,0.00057652296,0.00022378803,0.000249121,0.0020931996,0.00035478975],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00052215246,0.00019460318,0.0010081124,0.001376106,0.000089879504,0.000009483861,0.000119592885,0.00006672878,0.00009162455],"category_scores_gemma":[0.0011243789,0.00013148953,0.0002064434,0.0023654155,0.003633027,0.000098911696,0.000024838544,0.00057043665,2.2116411e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005806262,0.00015638118,0.8009953,0.0004286004,0.0017063855,0.00025132537,0.0006892321,0.000031238153,0.007817645,0.00045978205,0.000029779301,0.18162806],"study_design_scores_gemma":[0.008111744,0.02708333,0.90644413,0.00066494534,0.009982426,0.000112876325,0.03214847,0.0005339975,0.012832878,0.00012648772,0.0017249953,0.00023370236],"about_ca_topic_score_codex":0.000032036503,"about_ca_topic_score_gemma":0.000008145707,"teacher_disagreement_score":0.18139435,"about_ca_system_score_codex":0.00008786803,"about_ca_system_score_gemma":0.00017964012,"threshold_uncertainty_score":0.9990785},"labels":[],"label_agreement":null},{"id":"W4410273163","doi":"10.1164/ajrccm.2025.211.abstracts.a4438","title":"Extreme Pediatric Obstructive Sleep Apnea: Clinical Features, Surgical Management, and Long-term Outcomes","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Obstructive sleep apnea; Intensive care medicine; Sleep apnea; Term (time); Sleep (system call); Pediatrics; Internal medicine","score_opus":0.03885853076556482,"score_gpt":0.3868296715499979,"score_spread":0.3479711407844331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410273163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701822,0.02276722,0.00048620987,0.0034824691,0.0005737836,0.00028257896,0.000006860465,0.000021728065,0.0021969874],"genre_scores_gemma":[0.9962844,0.00057682575,0.00055769517,0.0016200297,0.0008406689,0.000006442596,0.0000023621203,0.000022933167,0.000088595916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99686426,0.00046049673,0.000976912,0.00046006544,0.0007884209,0.00044984362],"domain_scores_gemma":[0.99638873,0.00155247,0.00021723162,0.00031553485,0.000768255,0.00075780123],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009210232,0.00030340784,0.0012468421,0.0006148287,0.00015069783,0.000029685232,0.00019625406,0.00012544598,0.0000755893],"category_scores_gemma":[0.0015327897,0.00020885906,0.00020264578,0.000635512,0.0031440689,0.00013857515,0.0001830569,0.0011401898,0.000001806787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008310601,0.00009017231,0.74877906,0.00038406145,0.00023456418,0.0026801336,0.00014213414,4.802845e-8,0.0000131865145,0.0019023967,0.00012421643,0.24481897],"study_design_scores_gemma":[0.005192557,0.0041550053,0.9820936,0.00018177023,0.0012472331,0.0006974193,0.004661939,0.0000021663539,0.000019352068,0.00018148712,0.0013974453,0.00017005498],"about_ca_topic_score_codex":0.0000049021505,"about_ca_topic_score_gemma":0.0000023943069,"teacher_disagreement_score":0.2446489,"about_ca_system_score_codex":0.00008830227,"about_ca_system_score_gemma":0.00007586398,"threshold_uncertainty_score":0.9995688},"labels":[],"label_agreement":null},{"id":"W4410273166","doi":"10.1164/ajrccm.2025.211.abstracts.a4433","title":"Dexamethasone as a Novel Treatment for Obstructive Sleep Apnea in Children","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Dexamethasone; Obstructive sleep apnea; Sleep apnea; Sleep (system call); Intensive care medicine; Internal medicine; Pediatrics","score_opus":0.02271971465727721,"score_gpt":0.36295899570483864,"score_spread":0.3402392810475614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410273166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866035,0.00532537,0.0037515874,0.0028852867,0.00015398333,0.00051353016,0.000017084387,0.000009242959,0.0007404181],"genre_scores_gemma":[0.9959053,0.000029128394,0.0021667113,0.0014944823,0.00033662855,0.00003128183,0.0000031712593,0.00001889645,0.000014433957],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99824387,0.00013026998,0.00056729274,0.00029772747,0.0003989556,0.00036187016],"domain_scores_gemma":[0.9975097,0.0010106082,0.00012531516,0.00020556025,0.0007774907,0.0003713182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042501194,0.00021862534,0.0008818713,0.0005854906,0.000078410594,0.000011694853,0.00011613997,0.000069476766,0.000036370973],"category_scores_gemma":[0.002883142,0.00015481873,0.00013483677,0.0005727048,0.0016441206,0.00008709762,0.00003546101,0.00038658484,8.428685e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032606272,0.00032308776,0.27335292,0.00015294962,0.00037673715,0.00014704163,0.0012892458,0.0000021199348,0.007530227,0.004380636,0.000021046837,0.70916337],"study_design_scores_gemma":[0.03679614,0.07255299,0.8145247,0.0010585164,0.0018375083,0.0014958703,0.053799625,0.00011543262,0.010495801,0.001645612,0.005182163,0.0004956276],"about_ca_topic_score_codex":0.000079744124,"about_ca_topic_score_gemma":0.000006986901,"teacher_disagreement_score":0.70866776,"about_ca_system_score_codex":0.00032657964,"about_ca_system_score_gemma":0.00019465841,"threshold_uncertainty_score":0.63133246},"labels":[],"label_agreement":null},{"id":"W4410273179","doi":"10.1164/ajrccm.2025.211.abstracts.a4434","title":"Characterizing Inflammation of Nasal Epithelial Cells in Children With Obstructive Sleep Apnea","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Obstructive sleep apnea; Inflammation; Sleep (system call); Sleep apnea; Immunology; Internal medicine","score_opus":0.009621919438435501,"score_gpt":0.29632945820501194,"score_spread":0.28670753876657645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410273179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968522,0.00071647053,0.0007159551,0.0010305254,0.000105958956,0.00020594444,0.000010112057,0.000005589586,0.00035721937],"genre_scores_gemma":[0.9988012,0.000014667599,0.000483987,0.00037994463,0.0002985835,0.0000041096605,0.0000022004774,0.000013216262,0.0000021119708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822885,0.00020605595,0.00060914515,0.00019232967,0.00052107935,0.00024255444],"domain_scores_gemma":[0.99829394,0.00031566934,0.00022108517,0.00015941658,0.0008017542,0.00020816168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004356132,0.00016050391,0.0007011737,0.00056116603,0.00004447031,0.000007720691,0.00010835775,0.000053999687,0.00002550396],"category_scores_gemma":[0.00070540485,0.00011228578,0.000057518464,0.00057701755,0.0018264883,0.00014466014,0.00003882969,0.00054814416,4.876859e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022177373,0.0000649528,0.48748472,0.00024696247,0.00018403867,0.00014110224,0.0017521323,0.0000026473124,0.19228637,0.0009766364,0.0000029337498,0.31463978],"study_design_scores_gemma":[0.004833961,0.008874495,0.87523335,0.00065517327,0.00032910364,0.000218729,0.014906383,0.000024116096,0.0944541,0.00010908031,0.00021741445,0.0001441104],"about_ca_topic_score_codex":0.000027786244,"about_ca_topic_score_gemma":0.0000036008075,"teacher_disagreement_score":0.3877486,"about_ca_system_score_codex":0.00009696531,"about_ca_system_score_gemma":0.00012204206,"threshold_uncertainty_score":0.67297727},"labels":[],"label_agreement":null},{"id":"W4410273206","doi":"10.1164/ajrccm.2025.211.abstracts.a4432","title":"Cardiometabolic Measures in Children Born to Mothers With Gestational Sleep-disordered Breathing: A Pilot Study","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Université Laval; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Sleep disordered breathing; Breathing; Sleep (system call); Gestational age; Small for gestational age; Pediatrics; Pregnancy; Obstetrics; Obstructive sleep apnea; Internal medicine; Psychiatry","score_opus":0.020492075101006736,"score_gpt":0.33702931291064325,"score_spread":0.3165372378096365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410273206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917831,0.0029846805,0.0011171188,0.0030323851,0.000058250796,0.0005087796,0.0000062139193,0.000010908223,0.00049857644],"genre_scores_gemma":[0.99751234,0.000011351116,0.00044120994,0.0018095791,0.00017850146,0.0000193521,0.0000010957331,0.000020685764,0.000005870539],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757475,0.00037903243,0.000495725,0.0002884526,0.0009457367,0.00031632307],"domain_scores_gemma":[0.9980268,0.0003338723,0.00008279662,0.00021563277,0.0009196901,0.0004212085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008107213,0.0001985649,0.00081204,0.0010084313,0.00008106851,0.000018817671,0.00012649357,0.000023218134,0.00002586909],"category_scores_gemma":[0.0015529877,0.00013577806,0.000044907687,0.0012481218,0.0009488691,0.00008779737,0.00004333713,0.0005413697,9.0752553e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027189262,0.00038175343,0.86508995,0.000051684652,0.00030764504,0.0003644407,0.0024757083,0.000016993916,0.00083953363,0.00025222977,0.000028775567,0.12747236],"study_design_scores_gemma":[0.005512233,0.034127854,0.92218757,0.00024258063,0.00037623904,0.0002795387,0.036677413,0.000004114563,0.000073254785,0.000039710612,0.00035509956,0.00012438769],"about_ca_topic_score_codex":0.00021659287,"about_ca_topic_score_gemma":0.000043241693,"teacher_disagreement_score":0.12734798,"about_ca_system_score_codex":0.00012852224,"about_ca_system_score_gemma":0.00021135426,"threshold_uncertainty_score":0.55368686},"labels":[],"label_agreement":null},{"id":"W4410273419","doi":"10.1164/ajrccm.2025.211.abstracts.a4443","title":"Positional Therapy for the Treatment of Obstructive Sleep Apnea in Children: A Qualitative Study","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; BC Children's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Qualitative research; Sleep apnea; Pediatrics; Apnea; Intensive care medicine; Physical therapy; Internal medicine","score_opus":0.027161077964788907,"score_gpt":0.4072039827657369,"score_spread":0.380042904800948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410273419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98445505,0.01132067,0.00076213985,0.0024456123,0.00009284112,0.00081838266,0.000021260628,0.0000029412934,0.00008108089],"genre_scores_gemma":[0.9989302,0.000074027914,0.00021422571,0.00051613577,0.00020034253,0.000050238374,0.0000018962567,0.000009693938,0.0000032258517],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99823594,0.0004247732,0.0005317315,0.00018532068,0.00042835576,0.00019388065],"domain_scores_gemma":[0.99632275,0.002325262,0.00013838017,0.00016237644,0.0009236144,0.00012760914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056579954,0.00015306831,0.0006633218,0.00032024604,0.0000858932,0.000005950861,0.00010124876,0.00003034056,0.000023707114],"category_scores_gemma":[0.00065042666,0.00008413047,0.000118342825,0.0004409076,0.0018691065,0.0000506279,0.000013363677,0.00021608449,1.209551e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008284478,0.0016519665,0.31717607,0.00007240434,0.0011632466,0.00007044371,0.06905783,0.000002808692,0.0014801121,0.0028510664,0.000017613958,0.59817195],"study_design_scores_gemma":[0.009892407,0.059361916,0.5446064,0.000103007624,0.00037663203,0.00005118056,0.3841767,0.0000132926025,0.00068542745,0.00042289414,0.00023429515,0.000075879936],"about_ca_topic_score_codex":0.000051662853,"about_ca_topic_score_gemma":0.000005654855,"teacher_disagreement_score":0.5980961,"about_ca_system_score_codex":0.00014181076,"about_ca_system_score_gemma":0.00010715521,"threshold_uncertainty_score":0.6886801},"labels":[],"label_agreement":null},{"id":"W4410273461","doi":"10.1164/ajrccm.2025.211.abstracts.a4446","title":"Screening for Obstructive Sleep Apnea in the Resource-limited Setting of the COVID-19 Pandemic (SPARE Study)","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Obstructive sleep apnea; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Intensive care medicine; Emergency medicine; Sleep (system call); Virology; Internal medicine; Disease; Infectious disease (medical specialty)","score_opus":0.051643561011856506,"score_gpt":0.39158745431096825,"score_spread":0.33994389329911173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410273461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98320305,0.0023378448,0.0028250394,0.010445782,0.000108515036,0.0007793008,0.000013539845,0.000007685465,0.00027924785],"genre_scores_gemma":[0.9930476,0.0000039094443,0.0002600687,0.0064307745,0.00021559447,0.000023734385,0.000001178566,0.0000137023835,0.000003441043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99693793,0.0009970997,0.00074215245,0.0002451002,0.00076080003,0.00031691798],"domain_scores_gemma":[0.9943425,0.004191305,0.0002648457,0.00033194476,0.0006342378,0.0002351777],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002333428,0.00017708272,0.00069926534,0.00036983629,0.00021970777,0.000012658179,0.00035334867,0.00005590181,0.000013272334],"category_scores_gemma":[0.013602277,0.000094468145,0.00013606,0.0010925754,0.0020026958,0.00005958719,0.0000987218,0.0008392238,5.8674416e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015470359,0.00009350709,0.8611593,0.00031859058,0.0001272111,0.00008351127,0.009831015,0.000016961516,0.00064239715,0.0004065329,0.000106833526,0.12566711],"study_design_scores_gemma":[0.0059752907,0.006955366,0.5107859,0.00042333617,0.00064122526,0.00025224013,0.46985468,0.00009546195,0.00013850251,0.00026317945,0.0044932887,0.00012156528],"about_ca_topic_score_codex":0.000048587422,"about_ca_topic_score_gemma":0.000034912868,"teacher_disagreement_score":0.46002367,"about_ca_system_score_codex":0.00014841973,"about_ca_system_score_gemma":0.00016634716,"threshold_uncertainty_score":0.9947066},"labels":[],"label_agreement":null},{"id":"W4410273871","doi":"10.1164/ajrccm.2025.211.abstracts.a5194","title":"Characterizing High-risk Respiratory Events for Predicting Cardiovascular Disease and All-cause Mortality in Obstructive Sleep Apnea","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; University of Manitoba; University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Disease; Respiratory system; Apnea; Intensive care medicine; Respiratory disease; Cardiology; Internal medicine; Lung","score_opus":0.030625237482571663,"score_gpt":0.34449893203285853,"score_spread":0.31387369455028685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410273871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983152,0.01360749,0.0014020364,0.00085600634,0.00031835673,0.00054070714,0.000052279906,0.00001593781,0.00005522589],"genre_scores_gemma":[0.9976427,0.00015622187,0.00031254874,0.0012672244,0.00054536684,0.00003983182,0.0000047501967,0.00002974995,0.0000015894525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968218,0.0005780895,0.0008475895,0.0004967754,0.0007813508,0.0004743565],"domain_scores_gemma":[0.9968541,0.00093115884,0.00023018183,0.00040220903,0.00085168594,0.0007306541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017095213,0.0002855698,0.00110758,0.0005343088,0.00015966145,0.000019547611,0.00014613735,0.000085415566,0.000009822788],"category_scores_gemma":[0.0059065996,0.00023134213,0.00021478311,0.000453502,0.0015405966,0.00023135467,0.00010588459,0.00081019633,2.566156e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018079866,0.00008370911,0.824188,0.0007517353,0.0022784134,0.0005643621,0.00082328153,0.0000054770785,0.0017456523,0.000622414,0.000007114835,0.16712187],"study_design_scores_gemma":[0.005735017,0.003855334,0.9698862,0.00077364105,0.0050502014,0.00005051972,0.0117414,0.000114200535,0.0005104361,0.0005020393,0.0015532426,0.0002278023],"about_ca_topic_score_codex":0.00007317177,"about_ca_topic_score_gemma":0.0000067760575,"teacher_disagreement_score":0.16689408,"about_ca_system_score_codex":0.00020235674,"about_ca_system_score_gemma":0.00016025889,"threshold_uncertainty_score":0.94338584},"labels":[],"label_agreement":null},{"id":"W4410275481","doi":"10.1164/ajrccm.2025.211.abstracts.a6919","title":"Opioid-Related Central Sleep Apnea Not Detrimental to Key Respiratory and Sleep Parameters: Results from the Opsafe Multicentre Trial","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network; Toronto General Hospital","funders":"","keywords":"Medicine; Sleep (system call); Sleep apnea; Opioid; Apnea; Polysomnography; Anesthesia; Respiratory system; Central sleep apnea; Intensive care medicine; Internal medicine","score_opus":0.024236601096464354,"score_gpt":0.33389927850514073,"score_spread":0.30966267740867637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410275481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783638,0.0076178266,0.00032280988,0.011379317,0.0009356856,0.0008353781,0.00008932559,0.000024079183,0.00043173693],"genre_scores_gemma":[0.9875017,0.00003707658,0.0007335503,0.010902478,0.00076296343,0.000012668458,0.000008511148,0.000030355714,0.000010738127],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9955434,0.0008196603,0.0013173405,0.00058109284,0.0010674087,0.00067109184],"domain_scores_gemma":[0.9937319,0.0036464892,0.00027841286,0.0004899699,0.0007576723,0.001095556],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012254879,0.00036823167,0.0010464652,0.00039490205,0.00027487823,0.00006091883,0.0003261703,0.00014370462,0.00006535979],"category_scores_gemma":[0.010297662,0.0002403948,0.00017366691,0.00079265994,0.0026283294,0.00015987962,0.00019518327,0.0012020124,0.0000050018007],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.17784779,0.0005013878,0.041240245,0.00020372779,0.0012060688,0.0015410951,0.013311484,0.000013588476,0.013947886,0.0008792134,0.0014051433,0.7479024],"study_design_scores_gemma":[0.32056555,0.08454045,0.33494905,0.0030202796,0.0057485783,0.00034831068,0.17367586,0.0006061026,0.021099916,0.00042317272,0.053545922,0.0014768098],"about_ca_topic_score_codex":0.00016889557,"about_ca_topic_score_gemma":0.00001977904,"teacher_disagreement_score":0.74642557,"about_ca_system_score_codex":0.0002513071,"about_ca_system_score_gemma":0.0001974746,"threshold_uncertainty_score":0.998039},"labels":[],"label_agreement":null},{"id":"W4410275688","doi":"10.1164/ajrccm.2025.211.abstracts.a6920","title":"Distinct Biometric Differences in Obstructive Sleep Apnea Patients Phenotyped Based on Airflow Patterns Highlight Potential for Customized Treatment Algorithm Development","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Airflow; Biometrics; Sleep apnea; Algorithm; Intensive care medicine; Artificial intelligence; Internal medicine; Computer science","score_opus":0.01630241905436259,"score_gpt":0.311049031517924,"score_spread":0.29474661246356143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410275688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97109365,0.0006487611,0.025983194,0.0010794824,0.00046311822,0.00056991057,0.00004608334,0.000011696158,0.00010407022],"genre_scores_gemma":[0.99621886,0.000007713181,0.002904866,0.0005523156,0.0002201199,0.000050781084,0.000019197409,0.000019371213,0.000006789915],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975032,0.0002654377,0.00074172206,0.0003704437,0.00071214885,0.0004070386],"domain_scores_gemma":[0.99722266,0.0010921811,0.00018688667,0.00018471459,0.00094350474,0.00037007805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033396482,0.00029625685,0.0010210503,0.0013942436,0.0001317265,0.000018160063,0.00013889546,0.00007324821,0.000048639486],"category_scores_gemma":[0.0013614077,0.00019340357,0.00013230712,0.00087995955,0.00076671585,0.00006264416,0.000033403965,0.0003026714,8.987945e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031916085,0.00047121412,0.2295329,0.00016158908,0.00013467566,0.00013514007,0.000365923,0.0000011968629,0.00012596576,0.000043260647,0.0000076884135,0.76582885],"study_design_scores_gemma":[0.024036495,0.02180312,0.9445917,0.0005565567,0.00049871166,0.000010783278,0.004409974,0.0012695675,0.001640379,0.00004805244,0.00087192643,0.0002627155],"about_ca_topic_score_codex":0.00002613046,"about_ca_topic_score_gemma":0.00000585347,"teacher_disagreement_score":0.7655661,"about_ca_system_score_codex":0.0005634872,"about_ca_system_score_gemma":0.00020687017,"threshold_uncertainty_score":0.78867686},"labels":[],"label_agreement":null},{"id":"W4410320498","doi":"10.3390/dj13050209","title":"Changes in Upper Airway Airflow After Rapid Maxillary Expansion Beyond the Peak Period of Adenoidal Growth—A CBCT Study Using Computer Fluid Dynamics and Considering Adenoidal Dimensions as a Factor","year":2025,"lang":"en","type":"article","venue":"Dentistry Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Airway; Anesthesia","score_opus":0.015575782103337703,"score_gpt":0.29377259382219545,"score_spread":0.27819681171885774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410320498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99489564,0.001802682,0.0006553383,0.0012295883,0.0007034698,0.00062782504,0.000029736597,0.000014440919,0.000041297557],"genre_scores_gemma":[0.9984147,0.000111631714,0.0010036766,0.00014844537,0.00017789353,0.00001309593,0.000005323128,0.00003321496,0.000092043185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764663,0.00029805652,0.0005229669,0.00037179512,0.0007015872,0.00045898216],"domain_scores_gemma":[0.9988886,0.00013821333,0.00014326081,0.00032346405,0.00031121302,0.00019521109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042610752,0.0002776047,0.0005018951,0.00052330515,0.00030863806,0.00015117254,0.00019303033,0.00014280394,0.00029051575],"category_scores_gemma":[0.00013349489,0.0002101786,0.00012823145,0.0003705546,0.00029324545,0.00018791333,0.0004732558,0.00093728374,0.0000041237968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089818443,0.00060557656,0.9115918,0.000257805,0.0005713408,0.0061117434,0.0037939341,0.00002773426,0.06281444,0.00004948569,0.000053394593,0.01322453],"study_design_scores_gemma":[0.0045513622,0.00073745975,0.9536806,0.0004667866,0.00025574086,0.012207893,0.010371071,0.011326241,0.006029727,0.000079524674,0.000021809197,0.00027183662],"about_ca_topic_score_codex":0.000057779584,"about_ca_topic_score_gemma":0.00024808262,"teacher_disagreement_score":0.056784708,"about_ca_system_score_codex":0.00029120897,"about_ca_system_score_gemma":0.00015810486,"threshold_uncertainty_score":0.85708344},"labels":[],"label_agreement":null},{"id":"W4410369567","doi":"10.1177/19160216251333350","title":"Ninety-Day Emergency Department Rebound Following Adult Tonsillectomy: A Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Tonsillectomy; Medicine; Nova scotia; Emergency department; Retrospective cohort study; Cohort; Young adult; Surgery; Emergency medicine; Internal medicine","score_opus":0.01528269844818143,"score_gpt":0.3130341440595558,"score_spread":0.2977514456113744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410369567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99287826,0.0018029214,0.000065157656,0.00115729,0.0017333258,0.00087299134,0.0000033638653,0.00002353189,0.0014631671],"genre_scores_gemma":[0.9985288,0.0003724349,0.00014572115,0.00021708944,0.00022154978,0.000034644225,0.0000052767587,0.000025010748,0.000449484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99704087,0.00044080146,0.0010254594,0.00039871462,0.0005941437,0.00049998687],"domain_scores_gemma":[0.9978935,0.00049433793,0.00032177666,0.00032130734,0.00070034526,0.0002687455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019237371,0.00026216422,0.0013307519,0.0008029329,0.00024155133,0.000024446508,0.00011570266,0.00017072223,0.0001967187],"category_scores_gemma":[0.0018643428,0.00021339292,0.0004510675,0.00069960713,0.00011585746,0.00020230409,0.00010984397,0.0007980081,0.000007904082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000767992,0.0008139213,0.9896614,0.00006313119,0.0021035834,0.0021768103,0.00024780264,2.6931426e-7,0.0010374192,0.00006242455,0.00249164,0.0005736131],"study_design_scores_gemma":[0.0022978482,0.0010236973,0.99414945,0.00017769796,0.00048615466,0.00046114926,0.00017365898,0.000026417738,0.00036686027,0.00022812997,0.00046017364,0.00014878105],"about_ca_topic_score_codex":0.000057863825,"about_ca_topic_score_gemma":0.00007289992,"teacher_disagreement_score":0.005650538,"about_ca_system_score_codex":0.00033424754,"about_ca_system_score_gemma":0.00031775056,"threshold_uncertainty_score":0.8701911},"labels":[],"label_agreement":null},{"id":"W4410414401","doi":"10.1080/00325481.2025.2506981","title":"Impact of surgical intervention on obstructive sleep apnea (OSA) and body-mass index: a scoping review","year":2025,"lang":"en","type":"review","venue":"Postgraduate Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Body mass index; Intervention (counseling); Index (typography); Physical therapy; Sleep apnea; Internal medicine; Nursing; World Wide Web","score_opus":0.053427026954401026,"score_gpt":0.4379441318200911,"score_spread":0.3845171048656901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410414401","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017087093,0.99082214,0.00007285611,0.0006712171,0.00036881777,0.0056457683,0.0001087385,0.00006213234,0.002077447],"genre_scores_gemma":[0.0013265567,0.99708325,0.00005757008,0.000050433962,0.00034988404,0.00024082848,0.0005415598,0.0000945211,0.00025539263],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9940777,0.00082918967,0.0020541104,0.0010788555,0.001264974,0.0006952036],"domain_scores_gemma":[0.9953844,0.0014371263,0.0010287552,0.0010041019,0.0006443474,0.0005012931],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013752113,0.0009658752,0.0062003224,0.0013242811,0.000084498766,0.000016244696,0.00035923053,0.00041136166,0.00038571205],"category_scores_gemma":[0.002431865,0.0006231557,0.001349968,0.001591513,0.00074872177,0.000099376346,0.000263477,0.0014989808,0.000026910977],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019932423,0.00013295992,0.00045064982,0.3157487,0.0010304893,0.0002421205,0.000019275509,6.811469e-8,0.0000030714577,0.00007974111,0.00013456565,0.68195903],"study_design_scores_gemma":[0.0038620932,0.0030737834,0.0009175735,0.97683984,0.004901853,0.00073733996,0.000022577966,0.000040945943,0.000006797988,0.00007555679,0.009060979,0.00046064143],"about_ca_topic_score_codex":0.00018571633,"about_ca_topic_score_gemma":0.000005009748,"teacher_disagreement_score":0.6814984,"about_ca_system_score_codex":0.0006037793,"about_ca_system_score_gemma":0.00037796077,"threshold_uncertainty_score":0.999622},"labels":[],"label_agreement":null},{"id":"W4410482150","doi":"10.1093/sleep/zsaf090.0729","title":"0729 Odds Ratio Product (ORP) from the Diagnostic PSG and Internal Locus of Control as Predictors of 6-Month CPAP Adherence","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Odds ratio; Medicine; Odds; Locus of control; Internal medicine; Logistic regression; Psychology; Developmental psychology","score_opus":0.008061849111968923,"score_gpt":0.2758702642942467,"score_spread":0.26780841518227777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410482150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906697,0.002365656,0.0015096887,0.0014222921,0.00038291453,0.0010067933,0.00007688783,0.000017588854,0.0025484643],"genre_scores_gemma":[0.9992786,0.000048745194,0.000077920406,0.00010777725,0.00016977655,0.000043869684,0.000011340292,0.000011901298,0.00025008002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985934,0.00013238228,0.00035163964,0.00029440696,0.00042341658,0.00020474682],"domain_scores_gemma":[0.99824154,0.0008247526,0.00012392392,0.00045428996,0.00027679096,0.000078709105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026726414,0.00013657717,0.00035005892,0.00008279738,0.00004056607,0.000014058074,0.00022192164,0.000054111762,0.00017798018],"category_scores_gemma":[0.0029638554,0.00009128653,0.00006743962,0.00022372826,0.0004548215,0.00006400719,0.00011888884,0.00026672988,0.000010720203],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082982995,0.0002519885,0.9222376,0.00015949603,0.0007033756,0.00002804957,0.00074641866,0.000015859581,0.026422517,0.0016871515,0.00051048724,0.046407226],"study_design_scores_gemma":[0.005645282,0.0009876293,0.9134545,0.00040990184,0.00046528963,0.000008937914,0.0005058539,0.0012944365,0.075620934,0.0010848682,0.00040304236,0.000119335906],"about_ca_topic_score_codex":0.00097270845,"about_ca_topic_score_gemma":0.00011378804,"teacher_disagreement_score":0.04919842,"about_ca_system_score_codex":0.00004442406,"about_ca_system_score_gemma":0.00007868135,"threshold_uncertainty_score":0.37225568},"labels":[],"label_agreement":null},{"id":"W4410482265","doi":"10.1093/sleep/zsaf090.0733","title":"0733 Insomnia Severity Predicts Increased PAP Side Effects and Use in Women Veterans with Newly Diagnosed Apnea","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Insomnia; Sleep apnea; Medicine; Apnea; Obstructive sleep apnea; Psychiatry; Internal medicine; Pediatrics; Clinical psychology","score_opus":0.007820040583261363,"score_gpt":0.254396649531455,"score_spread":0.24657660894819367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410482265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964546,0.00017716936,0.00024919983,0.00034994827,0.00009483735,0.0013128273,0.000019907768,0.00008783819,0.0012536887],"genre_scores_gemma":[0.9980115,0.000022533592,0.00071753236,0.00077634084,0.00005000327,0.0002408556,0.000020303267,0.000031818745,0.0001290953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801236,0.00023649982,0.0002446768,0.00050126784,0.00041104283,0.00059417414],"domain_scores_gemma":[0.99844843,0.0006191378,0.000045096993,0.0004571123,0.00010606207,0.00032415814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003080573,0.00024809554,0.00045684248,0.00037527486,0.000075911674,0.00006162434,0.00012425153,0.00013608245,0.000025684789],"category_scores_gemma":[0.00087084976,0.00020771495,0.000037326223,0.00067130296,0.00021818341,0.00024371146,0.00013529671,0.00046936987,0.000013089855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003338338,0.0004931528,0.9151047,0.0007534909,0.00024440582,0.0012918215,0.0016464689,0.000011440419,0.0087676365,0.00007100895,0.00007070816,0.06820683],"study_design_scores_gemma":[0.014707568,0.00066498405,0.97880775,0.00029196916,0.00007335105,0.000020857316,0.00029361417,0.0016862,0.00253708,0.000098256976,0.0006340604,0.00018429852],"about_ca_topic_score_codex":0.0010441768,"about_ca_topic_score_gemma":0.0004317352,"teacher_disagreement_score":0.068022534,"about_ca_system_score_codex":0.00032691075,"about_ca_system_score_gemma":0.00009220762,"threshold_uncertainty_score":0.847037},"labels":[],"label_agreement":null},{"id":"W4410482345","doi":"10.1093/sleep/zsaf090.0670","title":"0670 Respiratory Event-Related Hypoxemia, Electroencephalographic Response and Subjective Sleepiness in OSA","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Université Laval; University of Saskatchewan; McGill University; University of Calgary; University of British Columbia","funders":"","keywords":"Hypoxemia; Medicine; Electroencephalography; Event-related potential; Anesthesia; Respiratory system; Audiology; Cardiology; Psychology; Internal medicine; Psychiatry","score_opus":0.00805717229856932,"score_gpt":0.29724444617335455,"score_spread":0.2891872738747852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410482345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99227333,0.002547504,0.00021279679,0.0012615093,0.00021004288,0.00089957163,0.0000068398754,0.00008963165,0.0024987857],"genre_scores_gemma":[0.9989036,0.000039952687,0.00009724712,0.00040461254,0.000032243977,0.00010723658,0.00000899315,0.000029510808,0.00037664932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99725795,0.00060286507,0.00045393617,0.0006444054,0.00039843813,0.0006424029],"domain_scores_gemma":[0.9986882,0.00033865208,0.000074389696,0.00048434938,0.00023339398,0.00018099791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012557535,0.00025123724,0.00043768698,0.0014064806,0.00011786722,0.000027341579,0.00017101751,0.00023929366,0.00009509331],"category_scores_gemma":[0.0011789325,0.00024512125,0.00010506049,0.002357672,0.0003892283,0.00014822544,0.00014165085,0.0008161279,0.00002911859],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007896159,0.00039962478,0.76615006,0.00013928626,0.00031622453,0.0005339661,0.00057546684,0.000007606178,0.18054903,0.002828524,0.00009585115,0.04050823],"study_design_scores_gemma":[0.0050739287,0.0005219843,0.97616065,0.00013195071,0.000077861136,0.00003681632,0.00028798307,0.00044414742,0.013827519,0.0025911783,0.0006420679,0.0002039098],"about_ca_topic_score_codex":0.00008504731,"about_ca_topic_score_gemma":0.00011352633,"teacher_disagreement_score":0.21001062,"about_ca_system_score_codex":0.0003776857,"about_ca_system_score_gemma":0.00017259571,"threshold_uncertainty_score":0.9995755},"labels":[],"label_agreement":null},{"id":"W4410501404","doi":"10.1093/sleep/zsaf090.1086","title":"1086 Evaluating a New Sleep Testing Device for Pediatric Patients: A Comparative Analysis of Type 2 HST vs In-lab PSG","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Medicine; Sleep (system call); Pediatrics; Computer science","score_opus":0.08613410299456152,"score_gpt":0.41263485084118445,"score_spread":0.3265007478466229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410501404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937068,0.00031325998,0.00091519766,0.00018940675,0.00016880101,0.0012800902,0.00002402556,0.000031493528,0.0033708953],"genre_scores_gemma":[0.9881148,0.0000026229436,0.011326917,0.00012139136,0.00010346392,0.000053919193,0.00009040057,0.000015969665,0.00017052489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977756,0.0001403121,0.00063862983,0.00045726448,0.0005611958,0.00042696611],"domain_scores_gemma":[0.9967903,0.0009865784,0.00023450387,0.0003688851,0.001484564,0.00013516663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000601238,0.00020017666,0.0007579354,0.0013452695,0.00008105704,0.00002161351,0.00019574235,0.0000944974,0.0001029135],"category_scores_gemma":[0.0039366162,0.0001894918,0.00016014834,0.006948274,0.00005752295,0.000106963016,0.00013707613,0.00026276198,0.000017665665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074639753,0.0003770387,0.9639937,0.00027298144,0.0008949884,0.0000025868972,0.0008437266,0.001348713,0.0007774866,0.0001444172,0.000119234755,0.030478703],"study_design_scores_gemma":[0.00515586,0.0009625946,0.73416364,0.00007094574,0.003291107,3.0460404e-7,0.00047886936,0.2548051,0.00065926777,0.0001578523,0.00008449332,0.00016995828],"about_ca_topic_score_codex":0.00027522093,"about_ca_topic_score_gemma":0.00017378476,"teacher_disagreement_score":0.25345638,"about_ca_system_score_codex":0.00029129963,"about_ca_system_score_gemma":0.00019678992,"threshold_uncertainty_score":0.7727251},"labels":[],"label_agreement":null},{"id":"W4410502045","doi":"10.1093/sleep/zsaf090.1410","title":"1410 Effect of CPAP on Cognitive Fog in Post COVID Patients with Obstructive Sleep Apnea","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Coronavirus disease 2019 (COVID-19); Medicine; Cognition; Continuous positive airway pressure; Sleep (system call); 2019-20 coronavirus outbreak; Sleep apnea; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Audiology; Pediatrics; Internal medicine; Psychiatry; Disease; Virology; Computer science; Infectious disease (medical specialty)","score_opus":0.005721990451089655,"score_gpt":0.28077086967870835,"score_spread":0.27504887922761867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410502045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827396,0.00008040206,0.00019353756,0.00019662948,0.00022341186,0.0020972989,0.00010782867,0.00004096267,0.014320292],"genre_scores_gemma":[0.9991984,0.0000018057183,0.00009826557,0.00027910378,0.000035207082,0.00011536862,0.00013831444,0.00003862589,0.000094954936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754304,0.00027746477,0.00036353988,0.000572597,0.0007380648,0.00050532573],"domain_scores_gemma":[0.99791664,0.0007641201,0.0001310177,0.00039746973,0.0006069636,0.00018381904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028805045,0.00031928325,0.00064507476,0.0006891876,0.000072186434,0.000014323901,0.00017615831,0.0001551569,0.00018195147],"category_scores_gemma":[0.0013437044,0.00024199224,0.000118494754,0.00096772413,0.00038017056,0.000111974805,0.00012732598,0.0005699037,0.00006658197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013941143,0.0006571639,0.8803069,0.00046730755,0.0005293283,0.00008491279,0.0004933356,0.00001666172,0.0010370675,0.0004246849,0.0000132647065,0.10202823],"study_design_scores_gemma":[0.019107183,0.0055585513,0.940851,0.00042974192,0.0002798365,0.0000036253955,0.00048330598,0.00031347096,0.032584693,0.00010703744,0.000046103432,0.00023546854],"about_ca_topic_score_codex":0.00010492693,"about_ca_topic_score_gemma":0.000053590644,"teacher_disagreement_score":0.10179276,"about_ca_system_score_codex":0.00035805602,"about_ca_system_score_gemma":0.00006768336,"threshold_uncertainty_score":0.9868157},"labels":[],"label_agreement":null},{"id":"W4410502515","doi":"10.1093/sleep/zsaf090.0795","title":"0795 Novel Oral Appliance Therapy with Positive Expiratory Pressure Valve Successfully Treated Patients with Severe Obstructive Sleep Apnea (OSA)","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Obstructive sleep apnea; Medicine; Oral appliance; Continuous positive airway pressure; Cardiology; Sleep (system call); Internal medicine; Anesthesia; Sleep apnea; Apnea; Positive pressure","score_opus":0.010187887673676977,"score_gpt":0.26087131226152344,"score_spread":0.2506834245878465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410502515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811659,0.00065601675,0.0035879686,0.00025787434,0.00019159891,0.0033461493,0.00035002822,0.00020796593,0.010236536],"genre_scores_gemma":[0.9960121,0.000006041924,0.0019038963,0.00048433282,0.00010019905,0.00032190722,0.0002149201,0.00010595494,0.0008506473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99639803,0.00013762004,0.0003844499,0.0010949516,0.0011161086,0.0008688626],"domain_scores_gemma":[0.9971231,0.00011826933,0.00020626893,0.0008491722,0.0013873129,0.0003158758],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014019516,0.00062831846,0.00076531555,0.00033526254,0.00029144748,0.00008639581,0.0004002574,0.0002590474,0.00020835006],"category_scores_gemma":[0.000056096294,0.000452029,0.00016649389,0.0012692694,0.0005678211,0.00042586675,0.00013831534,0.0007487067,0.000036403177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010181195,0.0016877718,0.9275147,0.00018333243,0.0036850388,0.00008000703,0.0007639148,0.0001388954,0.0022630284,0.00058082165,0.00012552738,0.052795816],"study_design_scores_gemma":[0.02213254,0.0021861272,0.9537149,0.00021638084,0.00065574434,0.00002821065,0.0006612236,0.0005971943,0.017482705,0.00006330929,0.0015943155,0.00066732377],"about_ca_topic_score_codex":0.0001858201,"about_ca_topic_score_gemma":0.000055284017,"teacher_disagreement_score":0.052128494,"about_ca_system_score_codex":0.00033942703,"about_ca_system_score_gemma":0.00015232174,"threshold_uncertainty_score":0.9997932},"labels":[],"label_agreement":null},{"id":"W4410502655","doi":"10.1093/sleep/zsaf090.0774","title":"0774 Glucagon-Like Peptide 1 Receptor Agonists for Obstructive Sleep Apnea: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Ottawa; University of Toronto","funders":"","keywords":"Obstructive sleep apnea; Meta-analysis; Medicine; Glucagon-like peptide 1 receptor; Glucagon-like peptide-1; Sleep apnea; Receptor; Sleep (system call); Internal medicine; Polysomnography; Endocrinology; Apnea; Agonist; Diabetes mellitus; Computer science; Type 2 diabetes","score_opus":0.061445975850380224,"score_gpt":0.3730810647689934,"score_spread":0.31163508891861313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410502655","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.3537958e-7,0.97462547,0.0011975837,0.0004136159,0.00031119477,0.021129409,0.0013934883,0.00012964144,0.0007992394],"genre_scores_gemma":[0.0000054715865,0.97560185,0.0033741822,0.0005304381,0.00014121392,0.0111619895,0.0012746232,0.00018499156,0.0077252407],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99169177,0.001226037,0.0027417687,0.002067602,0.0011817828,0.0010910485],"domain_scores_gemma":[0.9924253,0.0018092031,0.0015217353,0.0025410587,0.0011079003,0.0005947874],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0018819611,0.0015540433,0.022065355,0.0015354373,0.00030382405,0.0001570817,0.0008418712,0.00067192747,0.00086390955],"category_scores_gemma":[0.003191021,0.001067643,0.00945336,0.0035147523,0.00034678742,0.00017246348,0.0005148074,0.0010940862,0.0002108356],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016987677,0.00007722899,0.0000010998549,0.6968575,0.2830119,0.000019025487,0.000033787474,1.6683332e-7,2.4248192e-7,0.00018185982,0.00039193188,0.01940828],"study_design_scores_gemma":[0.00045008596,0.0001372421,0.0000011124031,0.03585919,0.8457611,0.00008348016,0.000058567093,0.000035393317,0.0000016949062,0.0000363206,0.11689878,0.00067703007],"about_ca_topic_score_codex":0.000028652095,"about_ca_topic_score_gemma":0.000018551898,"teacher_disagreement_score":0.6609983,"about_ca_system_score_codex":0.00073018856,"about_ca_system_score_gemma":0.00026736333,"threshold_uncertainty_score":0.9997208},"labels":[],"label_agreement":null},{"id":"W4410535287","doi":"10.1038/s41598-025-02541-7","title":"Heart rate variability analysis in comorbid insomnia and sleep apnea (COMISA)","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Interreg; National Heart, Lung, and Blood Institute; Johns Hopkins University; Instituto de Salud Carlos III; York University; Centro de Investigación Biomédica en Red en Bioingeniería, Biomateriales y Nanomedicina; Case Western Reserve University; European Commission; European Regional Development Fund; NextGenerationEU; University of Washington; Ministerio de Ciencia, Innovación y Universidades; Agencia Estatal de Investigación; University of California, Davis; University of Minnesota","keywords":"Heart rate variability; Insomnia; Polysomnography; Medicine; Sleep apnea; Wakefulness; Obstructive sleep apnea; Sleep (system call); Heart rate; Apnea; Autonomic nervous system; Cardiology; Internal medicine; Physical therapy; Electroencephalography; Psychiatry; Blood pressure","score_opus":0.015753910174939607,"score_gpt":0.3126506397420497,"score_spread":0.2968967295671101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410535287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99072725,0.00013574304,0.0007091202,0.0012598835,0.0013844186,0.0006003329,0.0000029664218,0.000045927278,0.005134381],"genre_scores_gemma":[0.99749345,0.0000011675197,0.0006566647,0.00009465037,0.00001943075,0.00002744996,0.00003841056,0.000008367651,0.0016604079],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99712706,0.00026800815,0.00062006403,0.0010800443,0.00050207786,0.00040273566],"domain_scores_gemma":[0.9979235,0.00018428941,0.00010577686,0.0012980668,0.00028911897,0.00019924162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00574639,0.00015162384,0.0005100806,0.001138982,0.00018417281,0.0001750282,0.00009040574,0.000095527575,0.0002543122],"category_scores_gemma":[0.0015585884,0.00013587823,0.00014018545,0.004105903,0.00061336695,0.00012729548,0.00020709568,0.0003010109,0.000012075558],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058085563,0.00021326741,0.96916705,0.000089632835,0.00026291725,0.00039875647,0.00013571595,0.000055859324,0.025361596,0.0001402316,0.0005926648,0.003524193],"study_design_scores_gemma":[0.0005936662,0.00002730447,0.9671742,0.000022625863,0.00034569448,0.00007216635,0.00008463869,0.01106692,0.009067561,0.004610824,0.006801046,0.00013340257],"about_ca_topic_score_codex":0.0001630611,"about_ca_topic_score_gemma":0.00013087536,"teacher_disagreement_score":0.016294034,"about_ca_system_score_codex":0.00017698208,"about_ca_system_score_gemma":0.00013201906,"threshold_uncertainty_score":0.5540953},"labels":[],"label_agreement":null},{"id":"W4410552671","doi":"10.2147/nss.s504426","title":"The Association of Body Mass Index and Adiposity-Estimating Equations with Measures of Obstructive Sleep Apnea Severity: A Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; Memorial University of Newfoundland","funders":"Ottawa Hospital Research Institute","keywords":"Medicine; Body mass index; Obstructive sleep apnea; Cross-sectional study; Association (psychology); Index (typography); Obesity; Apnea–hypopnea index; Sleep apnea; Internal medicine; Polysomnography; Apnea; Pathology","score_opus":0.013598792158772565,"score_gpt":0.3182071028533916,"score_spread":0.304608310694619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410552671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99606884,0.00024907922,0.0019683973,0.0001612471,0.00012337053,0.00048399673,0.00001409403,0.0000070205247,0.00092394685],"genre_scores_gemma":[0.9982311,0.0000022788915,0.0016744444,0.000010643345,0.000020481226,0.000010809856,0.000001291318,0.000003907261,0.000045010696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799067,0.00006852883,0.0002823696,0.00026961663,0.001200908,0.00018792035],"domain_scores_gemma":[0.99742067,0.00055745,0.00024515818,0.00018248262,0.001536712,0.000057550886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016622166,0.000093105795,0.00023215018,0.00025980186,0.00041984493,0.000055615033,0.00016084431,0.00011863002,0.000002095665],"category_scores_gemma":[0.0021695027,0.00006229383,0.000028950633,0.0010519638,0.0010145921,0.00023055634,0.000095588184,0.00046769582,8.036304e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024095026,0.00009362227,0.9751084,0.000052618157,0.00019672698,9.455162e-7,0.00041633926,0.0000720792,0.015182455,0.0016558433,7.8060606e-7,0.0069792774],"study_design_scores_gemma":[0.0010915658,0.00028657273,0.969904,0.000028226616,0.00008430014,0.00000388,0.0009084132,0.020109275,0.006684564,0.00084763597,0.0000025626548,0.000049027683],"about_ca_topic_score_codex":0.000066781475,"about_ca_topic_score_gemma":0.00005096026,"teacher_disagreement_score":0.020037195,"about_ca_system_score_codex":0.00011661714,"about_ca_system_score_gemma":0.00013418896,"threshold_uncertainty_score":0.3738307},"labels":[],"label_agreement":null},{"id":"W4410575111","doi":"10.1371/journal.pone.0323643","title":"Breaking social media fads and uncovering the safety and efficacy of mouth taping in patients with mouth breathing, sleep disordered breathing, or obstructive sleep apnea: A systematic review","year":2025,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; London Health Sciences Centre","funders":"","keywords":"Medicine; Obstructive sleep apnea; Mouthpiece; Sleep apnea; Mouth breathing; Apnea; Breathing; Hypopnea; Oral appliance; Systematic review; Polysomnography; MEDLINE; Dentistry; Anesthesia","score_opus":0.032804761645260604,"score_gpt":0.2871003035729695,"score_spread":0.2542955419277089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410575111","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008092019,0.9809253,0.00004066285,0.00006512154,0.000052535725,0.010341101,0.0002700483,0.00006139639,0.00015178195],"genre_scores_gemma":[0.014300505,0.9838862,0.00066481374,0.000054151646,0.00011805355,0.00051087205,0.00023299317,0.00018194881,0.000050505325],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9940054,0.00092171,0.0018685152,0.0009919177,0.0015441426,0.0006683146],"domain_scores_gemma":[0.9945751,0.0026480798,0.0013327987,0.0008020025,0.00045821338,0.0001838366],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011252888,0.00088838977,0.006300005,0.00055071403,0.00027894016,0.00008003993,0.00045373995,0.00037783675,0.000022170938],"category_scores_gemma":[0.0046430267,0.0005238202,0.00029587242,0.001386004,0.00043628874,0.00020535369,0.00061576214,0.0013747743,0.000002492747],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035188734,0.00054223824,0.0007436379,0.80650663,0.0029193652,0.000033033215,0.0035638935,3.3882912e-7,4.538988e-7,0.000037281,4.218283e-7,0.18530083],"study_design_scores_gemma":[0.0052400394,0.00019288884,0.004589993,0.96803975,0.020281654,0.000052886902,0.0008140085,0.0000849882,0.000001850262,0.00001354083,0.000033841774,0.0006545293],"about_ca_topic_score_codex":0.000086676766,"about_ca_topic_score_gemma":0.00004252232,"teacher_disagreement_score":0.1846463,"about_ca_system_score_codex":0.00054325355,"about_ca_system_score_gemma":0.00022311017,"threshold_uncertainty_score":0.99972135},"labels":[],"label_agreement":null},{"id":"W4410620035","doi":"10.1016/j.engappai.2025.111154","title":"Convolutional self-attention with adaptive channel-attention network for obstructive sleep apnea detection using limited training data","year":2025,"lang":"en","type":"article","venue":"Engineering Applications of Artificial Intelligence","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute for Information and Communications Technology Promotion; Information Technology Research Centre; Ministry of Science and ICT, South Korea; National Research Foundation of Korea","keywords":"Computer science; Obstructive sleep apnea; Channel (broadcasting); Training (meteorology); Sleep (system call); Artificial intelligence; Computer network; Medicine; Cardiology","score_opus":0.06122924971565081,"score_gpt":0.31767700220701345,"score_spread":0.25644775249136265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410620035","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07129015,0.000100778925,0.92654777,0.000085277155,0.00016828676,0.0015644484,0.00007273232,0.0001330561,0.00003748154],"genre_scores_gemma":[0.8786735,0.0000032962985,0.12050102,0.000006864533,0.00023890515,0.0003683598,0.00017186618,0.000027131158,0.000009083877],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983859,0.000025281739,0.00046575582,0.0005139852,0.00027194768,0.00033713307],"domain_scores_gemma":[0.9982888,0.00024641823,0.00016080329,0.0005481222,0.0006764524,0.00007939268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003808099,0.00018712357,0.000273861,0.00035790596,0.000218459,0.000026453976,0.00025220407,0.0001141602,0.000005515674],"category_scores_gemma":[0.00014789205,0.00019924063,0.00007507461,0.0012542901,0.00012417119,0.00020489239,0.0000903292,0.00024493737,0.000004121883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014546921,0.00063408667,0.0009831763,0.00067886733,0.0016580905,0.0000026761418,0.00056048104,0.4215745,0.16021347,0.069933526,0.000007832295,0.3422986],"study_design_scores_gemma":[0.00014944532,0.0001544036,0.0032456587,0.00010558551,0.00024742997,0.000013126491,0.0009044497,0.9773363,0.01608873,0.0015129708,0.00008389136,0.00015800369],"about_ca_topic_score_codex":0.000032912485,"about_ca_topic_score_gemma":0.000015317522,"teacher_disagreement_score":0.8073833,"about_ca_system_score_codex":0.00022052381,"about_ca_system_score_gemma":0.00007282527,"threshold_uncertainty_score":0.81247973},"labels":[],"label_agreement":null},{"id":"W4410762117","doi":"10.52538/iduhes.1644051","title":"OBSTRÜKTİF UYKU APNE SENDROMLU HASTALARDA BİLİŞSEL DURUM VE FİZİKSEL AKTİVİTE DÜZEYLERİNİN HASTALIK ŞİDDETİ İLE İLİŞKİSİ","year":2025,"lang":"tr","type":"article","venue":"Izmir Democracy University Health Sciences Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Endocrinology; Traditional medicine; Chemistry; Pharmacology","score_opus":0.024732454506671317,"score_gpt":0.31711990218298236,"score_spread":0.29238744767631103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410762117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68567747,0.010293144,0.013175551,0.22539896,0.013886977,0.0046737306,0.0010127696,0.0005456109,0.045335807],"genre_scores_gemma":[0.9650893,0.004625021,0.006344634,0.003360773,0.0012191451,0.000004301428,0.00005033112,0.00011778564,0.019188682],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98318344,0.0019392186,0.0023008853,0.0026900754,0.00473015,0.0051562344],"domain_scores_gemma":[0.98943913,0.0010267848,0.002029945,0.0014153039,0.0020407788,0.004048028],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.00714408,0.0014396765,0.0023812142,0.004158797,0.011488394,0.0011383565,0.0038687785,0.0007885572,0.0017353233],"category_scores_gemma":[0.0011108997,0.0015010346,0.0009721407,0.007911075,0.005206478,0.00314355,0.002136778,0.005578889,0.0005676793],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0075338753,0.008225714,0.35646346,0.00562579,0.00452399,0.015094105,0.016467895,0.0012572845,0.0041194917,0.035488006,0.16687475,0.37832564],"study_design_scores_gemma":[0.03970668,0.009770998,0.29819208,0.007703557,0.0015964181,0.00866649,0.16630585,0.05275014,0.0016197093,0.008956715,0.39980832,0.0049230503],"about_ca_topic_score_codex":0.0028202194,"about_ca_topic_score_gemma":0.0007707001,"teacher_disagreement_score":0.3734026,"about_ca_system_score_codex":0.0046296264,"about_ca_system_score_gemma":0.0123425955,"threshold_uncertainty_score":0.99989855},"labels":[],"label_agreement":null},{"id":"W4410841391","doi":"10.2147/nss.s522352","title":"Relationship between Serum Neurotransmitters and Cognitive Impairment in Adults with Obstructive Sleep Apnea","year":2025,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Obstructive sleep apnea; Cognitive impairment; Sleep (system call); Sleep apnea; Cognition; Internal medicine; Psychiatry","score_opus":0.010096294868687789,"score_gpt":0.29199272346265304,"score_spread":0.28189642859396524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410841391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99563164,0.00043584112,0.00015635249,0.0014380071,0.000050946695,0.0006818546,0.00001934853,0.0000123778755,0.0015736423],"genre_scores_gemma":[0.99925035,0.000004953453,0.0005404006,0.00014019833,0.000018361887,0.000014419988,0.000003869839,0.000006885836,0.000020573212],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846184,0.000043186417,0.00019529778,0.00047409194,0.0005126739,0.00031288562],"domain_scores_gemma":[0.99902946,0.0003413246,0.0000562444,0.00014781905,0.00027802616,0.00014710258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038048954,0.00014048087,0.00025622497,0.00061495317,0.00014248324,0.000026255373,0.00011550922,0.00014116422,0.000004617696],"category_scores_gemma":[0.0003096261,0.00010725718,0.000023694229,0.0015054904,0.0013369104,0.0002823902,0.000076175296,0.00074494426,5.812623e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005021193,0.000040197294,0.9708963,0.00016152552,0.00002582905,0.000019696341,0.00104083,0.0000014800501,0.0003648211,0.00083180825,0.0000010700164,0.026114322],"study_design_scores_gemma":[0.0027836314,0.0004322921,0.98953515,0.0002559456,0.00007065956,0.000015969223,0.0016617392,0.0004968273,0.0040841224,0.0005676328,0.0000024689712,0.000093542745],"about_ca_topic_score_codex":0.000024825637,"about_ca_topic_score_gemma":0.00001848205,"teacher_disagreement_score":0.02602078,"about_ca_system_score_codex":0.00005625069,"about_ca_system_score_gemma":0.00007382538,"threshold_uncertainty_score":0.4925902},"labels":[],"label_agreement":null},{"id":"W4410888707","doi":"10.1093/sleep/zsaf111","title":"Beyond the apnea-hypopnea index: symptomatic assessment as a treatment pathway for obstructive sleep apnea management","year":2025,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Medicine; Apnea–hypopnea index; Apnea; Sleep apnea; Sleep (system call); Hypopnea; Polysomnography; Anesthesia; Physical therapy; Intensive care medicine; Computer science","score_opus":0.015618957073209351,"score_gpt":0.3044077317214672,"score_spread":0.2887887746482578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410888707","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055132206,0.0014463951,0.015359206,0.7589284,0.006441858,0.033070926,0.0015852291,0.000744063,0.17691065],"genre_scores_gemma":[0.110230334,0.00024581424,0.017847545,0.6856033,0.015415109,0.039527766,0.009574103,0.0014012151,0.12015477],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920728,0.00047430073,0.0012343572,0.0019840419,0.0023066201,0.001927848],"domain_scores_gemma":[0.9946469,0.0010239197,0.0005867953,0.0028039275,0.00062006817,0.00031837713],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00060073915,0.0015020791,0.0018358586,0.0010358372,0.0006873824,0.00029534966,0.0011700356,0.0011576081,0.00056059705],"category_scores_gemma":[0.00015264019,0.0010490171,0.0012294726,0.00093266927,0.0005558936,0.00016819494,0.0006650789,0.0024795574,0.00027173772],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010117855,0.001506873,0.0024895603,0.006235514,0.020830734,0.0039138105,0.0014850379,0.00006495721,0.00014554503,0.008235492,0.26787454,0.68620616],"study_design_scores_gemma":[0.013600742,0.0029888754,0.0047418647,0.0004444072,0.005892373,0.00029946762,0.0020739066,0.011484558,0.00088986877,0.013230289,0.9425526,0.0018010186],"about_ca_topic_score_codex":0.00010897143,"about_ca_topic_score_gemma":0.00001656978,"teacher_disagreement_score":0.68440515,"about_ca_system_score_codex":0.0032836949,"about_ca_system_score_gemma":0.0003258159,"threshold_uncertainty_score":0.9998218},"labels":[],"label_agreement":null},{"id":"W4410909527","doi":"10.1016/j.smrv.2025.102112","title":"The association between periodontal disease, dementia, and mild cognitive Impairment: Assessing the contribution of sleep disturbances and sleep disorders","year":2025,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cegep Edouard Montpetit; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Dementia; Medicine; Disease; Cognitive decline; Cognition; Periodontitis; Sleep (system call); Systemic inflammation; Neuroinflammation; Inflammation; Psychiatry; Pathology; Dentistry; Internal medicine","score_opus":0.026895280044189344,"score_gpt":0.3735529331635695,"score_spread":0.3466576531193802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410909527","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039925764,0.9887536,0.00030295245,0.0018456209,0.00037068583,0.007681198,0.00013006618,0.000027552012,0.00048903737],"genre_scores_gemma":[0.009034113,0.9887112,0.00002252812,0.00008774414,0.00058564387,0.00071177277,0.000670194,0.000048164802,0.00012869098],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99360526,0.0018955356,0.0018331339,0.00080085086,0.0011667442,0.00069845526],"domain_scores_gemma":[0.9923986,0.0044523096,0.0017802124,0.0005952533,0.00042217167,0.00035141376],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004364547,0.0007435397,0.003531366,0.00026167315,0.00076200493,0.00010760331,0.00035593146,0.00027454138,0.000032240936],"category_scores_gemma":[0.0060457117,0.00036714162,0.00060239225,0.0009154117,0.0011011438,0.00019113887,0.0003455072,0.0010514824,0.0000070762944],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037334747,0.00005838422,0.060807317,0.016031703,0.0021902502,0.000003253422,0.00011819276,1.3725604e-8,2.864296e-7,0.0001309049,0.00021874577,0.9204036],"study_design_scores_gemma":[0.0027334907,0.000382737,0.09025486,0.05125119,0.034088798,0.000010063941,0.00042028612,0.000044779325,8.776489e-7,0.00012632653,0.8202645,0.00042206864],"about_ca_topic_score_codex":0.00007126879,"about_ca_topic_score_gemma":0.000089502435,"teacher_disagreement_score":0.91998154,"about_ca_system_score_codex":0.00046900718,"about_ca_system_score_gemma":0.00016429894,"threshold_uncertainty_score":0.99987805},"labels":[],"label_agreement":null},{"id":"W4410909674","doi":"10.1016/j.sleepx.2025.100142","title":"The role of obstructive sleep apnea, neurofilaments and early CPAP intervention in post-stroke cognitive recovery","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine X","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Vedecká Grantová Agentúra MŠVVaŠ SR a SAV","keywords":"Continuous positive airway pressure; Medicine; Obstructive sleep apnea; Montreal Cognitive Assessment; Stroke (engine); Internal medicine; Sleep apnea; Anxiety; Cognition; Physical therapy; Cardiology; Disease; Cognitive impairment; Psychiatry","score_opus":0.008646686143619542,"score_gpt":0.28784763018544657,"score_spread":0.27920094404182705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410909674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821804,0.0043920963,0.00015890693,0.0010862601,0.0005118119,0.0010851849,0.000033590153,0.000024298553,0.010527411],"genre_scores_gemma":[0.998753,0.000116089956,0.00006253455,0.00016368103,0.00009572086,0.00007245094,0.000022067192,0.00002426024,0.0006902088],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976177,0.0002526843,0.0006688322,0.00045231477,0.00057772524,0.00043072176],"domain_scores_gemma":[0.99799263,0.00080114097,0.00020429521,0.0003346137,0.00052790693,0.00013941072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006851908,0.00023741681,0.00052918016,0.0005832864,0.00011396575,0.000018572424,0.000187708,0.00012010437,0.00008019463],"category_scores_gemma":[0.002179082,0.0001711313,0.00012206772,0.00055090355,0.0007879221,0.00015853408,0.0002181297,0.0005851916,0.000009253598],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024729623,0.00018698888,0.2780286,0.00012806826,0.00047394232,0.000050732353,0.0008972012,8.1260237e-7,0.03662987,0.00075614074,0.000011536603,0.6803631],"study_design_scores_gemma":[0.0077795465,0.002081995,0.9480533,0.0006505992,0.00033182785,0.00003497525,0.012539756,0.0007056994,0.025331035,0.0020437257,0.00029727785,0.0001502859],"about_ca_topic_score_codex":0.00049631717,"about_ca_topic_score_gemma":0.00008220472,"teacher_disagreement_score":0.68021286,"about_ca_system_score_codex":0.00013404182,"about_ca_system_score_gemma":0.00003539235,"threshold_uncertainty_score":0.6978532},"labels":[],"label_agreement":null},{"id":"W4410997302","doi":"10.1007/s41666-025-00201-z","title":"Novel Videographic-Free Framework for Tracking Anatomical Structures Using Swallowing Accelerometer Signals and Multi-task Transformers","year":2025,"lang":"en","type":"article","venue":"Journal of Healthcare Informatics Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Natural Sciences and Engineering Research Council of Canada","keywords":"Accelerometer; Computer science; Transformer; Swallowing; Tracking (education); Computer vision; Task (project management); Artificial intelligence; Medicine; Engineering; Psychology; Electrical engineering; Voltage; Dentistry","score_opus":0.16754992898085735,"score_gpt":0.4838603174357275,"score_spread":0.31631038845487014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410997302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7031364,0.0012113173,0.2891017,0.004916511,0.00023527571,0.0012978086,0.000043254713,0.000013580186,0.000044185446],"genre_scores_gemma":[0.7685777,0.00022138207,0.2306814,0.00034408792,0.00012631617,0.000011771943,0.000003547933,0.000028720902,0.0000050641934],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9952146,0.0001767149,0.0016380595,0.00018697219,0.0017756611,0.0010080049],"domain_scores_gemma":[0.99379045,0.0020075445,0.00032343986,0.00036086232,0.0029446373,0.00057304447],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004443011,0.00024202142,0.0007706158,0.0028748114,0.00049835566,0.0002461599,0.0005142558,0.0003972794,0.000017853552],"category_scores_gemma":[0.0040679807,0.00019431332,0.00032151642,0.0014186216,0.00039024427,0.00071910286,0.0001842542,0.0027437427,5.407934e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009101477,0.0009282409,0.061485477,0.025200073,0.0037810714,0.00016003505,0.020027637,0.00037286335,0.13162929,0.019085856,0.0003725041,0.7278555],"study_design_scores_gemma":[0.066714354,0.011393671,0.15960783,0.019346895,0.0012750118,0.0038782025,0.12586291,0.4186176,0.08400989,0.101865984,0.0051468937,0.0022807594],"about_ca_topic_score_codex":0.00008771254,"about_ca_topic_score_gemma":0.000025786112,"teacher_disagreement_score":0.72557473,"about_ca_system_score_codex":0.0005572551,"about_ca_system_score_gemma":0.0008617526,"threshold_uncertainty_score":0.99955696},"labels":[],"label_agreement":null},{"id":"W4411298128","doi":"10.1016/j.sleep.2025.106637","title":"Efficacy of high-flow nasal cannula therapy and its effectiveness in home settings for paediatric obstructive sleep apnoea","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"Department of Pediatrics, Michigan Medicine; Health Bureau","keywords":"Nasal cannula; Medicine; Cannula; Sleep (system call); Anesthesia; Surgery; Computer science","score_opus":0.013509466085548328,"score_gpt":0.3012920938695685,"score_spread":0.2877826277840202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411298128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854066,0.006937624,0.0008487489,0.0022661209,0.00070017553,0.003459912,0.00005313821,0.000057111625,0.00027059333],"genre_scores_gemma":[0.9979733,0.00021851562,0.0007188481,0.00023096925,0.00038316182,0.0002793148,0.000077870725,0.00005506538,0.00006295428],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99703026,0.0002699971,0.0006562408,0.0007547902,0.00063953013,0.00064917747],"domain_scores_gemma":[0.9962528,0.0022771205,0.00018616937,0.00043048867,0.0006168062,0.00023664825],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001261277,0.00039049255,0.0011987437,0.001137338,0.00009590115,0.0000091131105,0.000239308,0.0002400423,0.000063601416],"category_scores_gemma":[0.0020698255,0.0003117065,0.00012409186,0.0015779055,0.00043405246,0.000121433106,0.00012678065,0.0005089766,0.0000031177012],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021343999,0.0011538161,0.2699576,0.0043313554,0.0016785497,0.00016431975,0.002947812,0.00019030685,0.07108105,0.007624112,0.00027034828,0.61925673],"study_design_scores_gemma":[0.040992413,0.0017411447,0.9286529,0.0006440894,0.0002740348,0.000023729068,0.0004800642,0.003918284,0.021098997,0.001621505,0.00027521767,0.00027762906],"about_ca_topic_score_codex":0.00020128784,"about_ca_topic_score_gemma":0.000018683315,"teacher_disagreement_score":0.6586953,"about_ca_system_score_codex":0.00029825422,"about_ca_system_score_gemma":0.00009999388,"threshold_uncertainty_score":0.9999335},"labels":[],"label_agreement":null},{"id":"W4411382141","doi":"10.1007/s00431-025-06254-x","title":"Multicenter clinical trial for the treatment of obstructive sleep apnea with a non-permanent orthodontic intraoral device in children","year":2025,"lang":"en","type":"article","venue":"European Journal of Pediatrics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Randomized controlled trial; Hypopnea; Sleep apnea; Evening; Airway; Apnea; Dentistry; Polysomnography; Anesthesia; Internal medicine","score_opus":0.035862410163119966,"score_gpt":0.3538406200884664,"score_spread":0.3179782099253464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411382141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99118793,0.0006639776,0.005467895,0.0003597683,0.00051978795,0.0016036674,0.000014181466,0.000004767643,0.0001780188],"genre_scores_gemma":[0.99313825,0.00033374323,0.0050334358,0.00006183017,0.00134422,0.000008574128,0.000004278993,0.000031642725,0.000044026132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743044,0.00051449955,0.0011368921,0.00022262745,0.00041365443,0.0002819056],"domain_scores_gemma":[0.997575,0.00093489175,0.0005505715,0.0002542322,0.0005446235,0.00014068277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001382295,0.00018936441,0.00057976495,0.00035872366,0.000055173074,0.000022888893,0.0002674108,0.000042078216,0.00000817781],"category_scores_gemma":[0.0006286593,0.00010645183,0.00032310374,0.00046577322,0.00016651327,0.00007506422,0.000046322417,0.00041620352,0.000003780538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06598925,0.002049663,0.79417145,0.00008725816,0.000722998,0.00017765831,0.0007870491,0.00010506019,0.00004459488,0.000022748265,0.00007276714,0.1357695],"study_design_scores_gemma":[0.13352871,0.009462536,0.85370964,0.000043703283,0.0014084538,0.00006669319,0.00040575533,0.00068991375,0.00012835766,0.0000064100186,0.00044525985,0.000104560066],"about_ca_topic_score_codex":0.000008468024,"about_ca_topic_score_gemma":0.0000061937653,"teacher_disagreement_score":0.13566494,"about_ca_system_score_codex":0.00016555557,"about_ca_system_score_gemma":0.00013506957,"threshold_uncertainty_score":0.43409795},"labels":[],"label_agreement":null},{"id":"W4411389790","doi":"10.3389/fnins.2025.1587180","title":"Changes of regional brain activity in frontal areas associated with cognitive impairment in obstructive sleep apnea-hypopnea syndrome patients: a resting-state fMRI study","year":2025,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Jiangsu Province","keywords":"Resting state fMRI; Obstructive sleep apnea; Medicine; Cognitive impairment; Brain activity and meditation; Functional connectivity; Hypopnea; Cognition; Audiology; Sleep (system call); Neuroscience; Physical medicine and rehabilitation; Psychology; Polysomnography; Cardiology; Internal medicine; Apnea; Electroencephalography","score_opus":0.01699272186276468,"score_gpt":0.28196024870552927,"score_spread":0.2649675268427646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411389790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99564195,0.000029802997,0.000481599,0.00052499207,0.00040770345,0.002694671,0.000057145746,0.000026971964,0.00013514061],"genre_scores_gemma":[0.99926764,0.0000037374575,0.00021321604,0.00017896612,0.0000052380756,0.00020879455,0.000010713223,0.00002291145,0.000088770445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961658,0.00061693136,0.000437595,0.0009932419,0.0010574975,0.00072890986],"domain_scores_gemma":[0.9986487,0.00039884864,0.000258197,0.00030570634,0.0002529154,0.00013562228],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008227924,0.00030674995,0.00072073087,0.001478912,0.00008363478,0.00002679973,0.00033765196,0.00009104701,0.0000029595878],"category_scores_gemma":[0.0027668213,0.0002841781,0.0000498715,0.0032870246,0.0008238541,0.00031272406,0.00025443608,0.00074181036,4.580526e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002125804,0.0032828655,0.9858415,0.000048563514,0.0000366281,0.0006270179,0.0022594573,0.000081540646,0.00085878896,0.0000032447406,0.000029931261,0.004804633],"study_design_scores_gemma":[0.008726874,0.0027140593,0.9773652,0.00044110508,0.00002498888,0.000012398647,0.0039460454,0.0058893203,0.00058314094,0.00008836405,0.0000019059636,0.00020658105],"about_ca_topic_score_codex":0.00040984552,"about_ca_topic_score_gemma":0.0015701592,"teacher_disagreement_score":0.008476309,"about_ca_system_score_codex":0.0010499164,"about_ca_system_score_gemma":0.00018997687,"threshold_uncertainty_score":0.999961},"labels":[],"label_agreement":null},{"id":"W4411461395","doi":"10.1016/j.sleep.2025.106647","title":"Characteristics of short REM sleepers and long-term CPAP use in the RICCADSA cohort","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Calgary Arts Development; Vetenskapsrådet; Hjärt-Lungfonden; ResMed; ResMed Foundation; Skaraborgs Sjukhus Skövde","keywords":"Term (time); Medicine; Audiology; Pediatrics; Physics","score_opus":0.02514190070185083,"score_gpt":0.3241330812040257,"score_spread":0.2989911805021748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411461395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99154174,0.0006354072,0.00025182156,0.0032270302,0.00026165802,0.0010758067,0.000010579085,0.000023789782,0.002972166],"genre_scores_gemma":[0.9980908,0.00037218476,0.00008734971,0.0008568779,0.00016798364,0.00003827822,0.00007582927,0.000019940877,0.0002907348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977673,0.00015156003,0.00058258104,0.00039129407,0.0007290642,0.00037815876],"domain_scores_gemma":[0.9984045,0.00048675862,0.0000778326,0.00065522233,0.00024071362,0.0001349921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011027096,0.00021846553,0.0006401913,0.00046012911,0.00006014665,0.000014217415,0.00023809476,0.00012807842,0.00012774863],"category_scores_gemma":[0.0013084749,0.00014008717,0.000058317433,0.0007717417,0.00075034675,0.00009352528,0.00011483131,0.00054650434,0.0000042201127],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027400797,0.00014383212,0.9609015,0.00027013954,0.00016918615,0.00021664964,0.0004798229,1.6147361e-7,0.0044016787,0.0005717142,0.00022647768,0.03234485],"study_design_scores_gemma":[0.0018650371,0.00030799818,0.99550897,0.00033756383,0.000336211,0.00006202505,0.00035773023,0.00018143182,0.0005422024,0.00003472804,0.0003687476,0.000097339944],"about_ca_topic_score_codex":0.00011723144,"about_ca_topic_score_gemma":0.00005871908,"teacher_disagreement_score":0.034607507,"about_ca_system_score_codex":0.000112233036,"about_ca_system_score_gemma":0.000037345224,"threshold_uncertainty_score":0.5712589},"labels":[],"label_agreement":null},{"id":"W4411543210","doi":"10.1152/physiol.2025.40.s1.0684","title":"Sex and sex hormones determine myocardial infacrts size in a mouse model of sleep apnea","year":2025,"lang":"en","type":"article","venue":"Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Hormone; Sleep apnea; Internal medicine; Sleep (system call); Biology; Physiology; Apnea; Endocrinology; Medicine; Computer science","score_opus":0.0170704001570114,"score_gpt":0.2921441591083325,"score_spread":0.27507375895132113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411543210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99734527,0.0001341534,0.00017700941,0.00023278478,0.00004145006,0.00032264425,0.000019186142,0.000020938962,0.0017065587],"genre_scores_gemma":[0.9986738,0.00003394964,0.00051163416,0.00019283134,0.000045310073,0.00004005148,0.000007071999,0.000013338257,0.00048199733],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99894714,0.00008947263,0.00024891488,0.00030423194,0.000121763434,0.0002884551],"domain_scores_gemma":[0.99926615,0.0002688785,0.000044072163,0.0002913163,0.00006281597,0.00006675327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013259886,0.00013535879,0.0005193816,0.0001864893,0.00002420922,0.0000033217098,0.0000911713,0.00012052667,0.000014245576],"category_scores_gemma":[0.00026781406,0.00012079168,0.00005931506,0.00017771061,0.0002662597,0.00004599391,0.00020402743,0.0002202845,0.0000032592263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003979909,0.00012408505,0.016398562,0.00013981987,0.000109041255,0.000006245836,0.00035458797,0.00025426122,0.96778375,0.00023488303,0.000024545043,0.014172256],"study_design_scores_gemma":[0.008117248,0.0007657221,0.24649018,0.00003602251,0.000116406525,0.00001594784,0.00047141124,0.32607695,0.40624234,0.011249954,0.00007606205,0.0003417592],"about_ca_topic_score_codex":0.000076010634,"about_ca_topic_score_gemma":0.000010688617,"teacher_disagreement_score":0.5615414,"about_ca_system_score_codex":0.00004018263,"about_ca_system_score_gemma":0.000038395065,"threshold_uncertainty_score":0.49257416},"labels":[],"label_agreement":null},{"id":"W4411548085","doi":"10.1152/physiol.2025.40.s1.0448","title":"Exploring the causal relationship between chronic stress and sleep apnea in human populations using Mendelian randomisation","year":2025,"lang":"en","type":"article","venue":"Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Mendelian inheritance; Sleep apnea; Sleep (system call); Chronic stress; Psychology; Medicine; Biology; Physiology; Internal medicine; Genetics; Gene","score_opus":0.20627358489006306,"score_gpt":0.39565845657348536,"score_spread":0.1893848716834223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411548085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997445,0.00013743357,0.00071132043,0.00096848584,0.00010250706,0.0004422119,0.0000052857736,0.000019814477,0.00016792405],"genre_scores_gemma":[0.99952775,0.0000033100757,0.00010361253,0.00002621326,0.00018354163,0.00006549761,0.00006124257,0.000009860566,0.000018941062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990311,0.00021769987,0.00022737018,0.00021491438,0.0000968728,0.00021198843],"domain_scores_gemma":[0.9992964,0.00036492024,0.000045418776,0.0002104951,0.000046320776,0.000036424382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021208134,0.0000903875,0.00021179278,0.00025119848,0.0002383186,0.000010821324,0.000064041196,0.000050916227,0.00001289681],"category_scores_gemma":[0.00022276877,0.000071256276,0.000031252497,0.0003402767,0.00014598595,0.000117945434,0.00007546852,0.00029886907,0.0000025145164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012295699,0.000035049456,0.9264173,0.00011102463,0.00007694556,0.0000018424523,0.00043329346,0.00090293,0.057145294,0.009848106,0.0000034001946,0.004901877],"study_design_scores_gemma":[0.0024284907,0.00004025897,0.9860938,0.00004020379,0.00006769167,0.0000010618321,0.00018187556,0.0053785313,0.001509314,0.0041919267,0.000012341074,0.000054457996],"about_ca_topic_score_codex":0.00029574393,"about_ca_topic_score_gemma":0.00016242328,"teacher_disagreement_score":0.059676565,"about_ca_system_score_codex":0.00021078432,"about_ca_system_score_gemma":0.00002976663,"threshold_uncertainty_score":0.29057464},"labels":[],"label_agreement":null},{"id":"W4411632395","doi":"10.1111/jsr.70112","title":"Feasibility, Validity and Economic Impact of a Home‐Based Sleep Screening Test in the Detection of Sleep‐Related Breathing Disorders in Individuals Living With Spinal Cord Injury: A Multi‐Method Study and Cost‐Minimisation Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sciencetech (Canada); McMaster University; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; University Health Network; University of Toronto; Health Sciences Centre","funders":"Rick Hansen Institute","keywords":"Polysomnography; Medicine; Physical therapy; Spinal cord injury; Sleep apnea; Prospective cohort study; Apnea; Anesthesia; Physical medicine and rehabilitation; Internal medicine; Spinal cord; Psychiatry","score_opus":0.08321135019391437,"score_gpt":0.45511607213317584,"score_spread":0.3719047219392615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411632395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909793,0.00015558864,0.0069249305,0.00023702298,0.000018439529,0.0016347979,0.00001670918,0.0000043297814,0.00002887474],"genre_scores_gemma":[0.9975004,0.000033134198,0.0023976928,0.000003957247,0.00001651759,0.000026522144,0.0000020881218,0.000017496177,0.000002165611],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99462736,0.0023948315,0.0010691776,0.00039409232,0.0010843734,0.00043013957],"domain_scores_gemma":[0.99460334,0.0037556617,0.0005291294,0.00036281373,0.00060008874,0.00014897034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016964108,0.00020888112,0.0008697457,0.004437342,0.00014336708,0.00009785476,0.00028306106,0.00014087801,0.000020032978],"category_scores_gemma":[0.0032157728,0.00014772736,0.00017658157,0.0032884828,0.00038083707,0.00033947214,0.00019050416,0.0015143349,1.8113467e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027306224,0.0010431423,0.90435606,0.0001364756,0.0008365826,0.000014432217,0.0016409133,0.0015716235,0.0026316624,0.0000017705779,2.8777052e-7,0.08503642],"study_design_scores_gemma":[0.00545866,0.008303463,0.87090755,0.00031079596,0.00043929054,0.000027569715,0.0072870557,0.10677969,0.000342055,0.00005216142,2.2896451e-7,0.00009147986],"about_ca_topic_score_codex":0.0033800395,"about_ca_topic_score_gemma":0.0025550197,"teacher_disagreement_score":0.10520806,"about_ca_system_score_codex":0.00080106553,"about_ca_system_score_gemma":0.0002604893,"threshold_uncertainty_score":0.6579116},"labels":[],"label_agreement":null},{"id":"W4411634864","doi":"10.1016/j.sleep.2025.106652","title":"Extreme pediatric obstructive sleep Apnea: Clinical Features, management, long-term outcomes and mortality","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Obstructive sleep apnea; Medicine; Term (time); Intensive care medicine; Sleep apnea; Pediatrics; Emergency medicine; Cardiology","score_opus":0.05584614348034788,"score_gpt":0.388260131441078,"score_spread":0.33241398796073013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411634864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9520065,0.0049181357,0.0016820814,0.003655739,0.0023379058,0.0019712462,0.00002024521,0.00021757209,0.033190567],"genre_scores_gemma":[0.9922334,0.00079480145,0.00076920126,0.0013036884,0.0010181126,0.00008452942,0.00009531888,0.000054919565,0.003646046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955441,0.00026747293,0.0010851198,0.0011731335,0.0011229587,0.0008072623],"domain_scores_gemma":[0.99712783,0.0005474349,0.000235331,0.0011759092,0.00033479082,0.00057868485],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012621861,0.00052906154,0.0012818464,0.0007975127,0.00021170467,0.000033200737,0.00039070201,0.0003169851,0.0003801986],"category_scores_gemma":[0.00097409246,0.0003980253,0.00024299136,0.0011097472,0.0010038296,0.00016811078,0.00052085484,0.0010938246,0.00004587651],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031392227,0.0002803005,0.89185804,0.000667418,0.0012765484,0.00045758218,0.000104460174,3.0994113e-7,0.00004214944,0.0021938868,0.0012524809,0.101552874],"study_design_scores_gemma":[0.008891098,0.00033672276,0.98656154,0.00010435126,0.0020963142,0.00005626751,0.00033986865,0.00010351616,0.00003919153,0.0008086769,0.000384421,0.00027802275],"about_ca_topic_score_codex":0.000054965585,"about_ca_topic_score_gemma":0.00004293194,"teacher_disagreement_score":0.10127485,"about_ca_system_score_codex":0.00018636126,"about_ca_system_score_gemma":0.000038539507,"threshold_uncertainty_score":0.9998472},"labels":[],"label_agreement":null},{"id":"W4411657126","doi":"10.51847/gyrxxt3","title":"10.51847/gyrXXt3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Shiraz University; Shiraz University of Medical Sciences","keywords":"Correlation; Medicine; Continuous positive airway pressure; Anesthesia; Mathematics; Geometry","score_opus":0.011307971026444078,"score_gpt":0.24527912072887903,"score_spread":0.23397114970243496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411657126","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010984148,0.000036461373,7.248946e-7,0.00090550125,0.0000019357387,0.00032007677,0.000007419074,0.000101829595,0.98764193],"genre_scores_gemma":[0.0038188563,1.7935352e-7,0.00032873693,0.00009518348,0.00016633849,0.000018937395,0.000013641637,0.000028990657,0.9955291],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989603,0.00002942431,0.00012479755,0.00022266441,0.00034619294,0.00031662255],"domain_scores_gemma":[0.9992542,0.00003740284,0.000010329582,0.0003451767,0.00007044039,0.0002824095],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011590043,0.00010393813,0.00017325573,0.00010280116,0.000045759967,0.000015961687,0.00011275088,0.000053152507,0.9976556],"category_scores_gemma":[0.00007674926,0.00009363657,0.000057013916,0.00026655715,0.000052488827,0.000040925257,0.000038736605,0.000145862,0.99245733],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028945046,0.00007229991,0.000005391234,0.000010421316,0.00003485476,0.00004371501,0.0000116216825,0.000003422712,0.0012338626,0.0000017007117,0.0070304037,0.99126285],"study_design_scores_gemma":[0.0006476778,0.0003206819,0.0012833969,0.000013154553,0.000022977796,0.000041378717,0.0000012990984,0.0002902379,0.00039297243,0.0000016246951,0.9968886,0.00009599948],"about_ca_topic_score_codex":0.000013114741,"about_ca_topic_score_gemma":4.89346e-8,"teacher_disagreement_score":0.99116683,"about_ca_system_score_codex":0.00007516042,"about_ca_system_score_gemma":0.00002151563,"threshold_uncertainty_score":0.38183886},"labels":[],"label_agreement":null},{"id":"W4411671194","doi":"10.1093/ejo/cjaf037","title":"Objective adherence to oral appliance therapy in patients with obstructive sleep apnea: a one-year longitudinal analysis","year":2025,"lang":"en","type":"article","venue":"European Journal of Orthodontics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Oral appliance; Continuous positive airway pressure; Overjet; Logistic regression; Cohort; Physical therapy; Confounding; Internal medicine; Dentistry; Malocclusion","score_opus":0.034053155121589795,"score_gpt":0.3092298089125344,"score_spread":0.2751766537909446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411671194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9519513,0.00008386681,0.04439735,0.00017814057,0.00013270805,0.0005152872,0.000010101406,0.000012305222,0.0027189227],"genre_scores_gemma":[0.9665431,0.00001290816,0.033116806,0.00009520979,0.00007055974,0.0000033457184,0.0000040206774,0.000035786234,0.00011826824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971962,0.0005661858,0.000664134,0.000370816,0.0008042268,0.00039842425],"domain_scores_gemma":[0.997444,0.000121573416,0.0003526832,0.00039052588,0.0014391508,0.0002520742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010337402,0.0002493502,0.0007559641,0.0010766409,0.00006914893,0.000056609213,0.00033825342,0.000037931135,0.00005600576],"category_scores_gemma":[0.00038861515,0.00019503721,0.00021547932,0.0028826168,0.00015001291,0.00017871539,0.00011197328,0.00071872113,0.000021176065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004496297,0.00047164268,0.92649686,0.000022407745,0.0019550866,0.00024322605,0.0004944988,0.00031231917,0.000103175546,0.00008340374,0.000013116145,0.065307975],"study_design_scores_gemma":[0.00568838,0.0031956672,0.98936754,0.0001370118,0.0005008931,0.0000069703856,0.00036609478,0.000090695255,0.00036482097,0.000019048799,0.00009375039,0.00016909894],"about_ca_topic_score_codex":0.000013759677,"about_ca_topic_score_gemma":0.000037237463,"teacher_disagreement_score":0.06513888,"about_ca_system_score_codex":0.00025666764,"about_ca_system_score_gemma":0.000096214855,"threshold_uncertainty_score":0.7953387},"labels":[],"label_agreement":null},{"id":"W4411715044","doi":"10.4103/jiaomr.jiaomr_16_25","title":"Relationship between Nasal Septum Deviation and Size of Inferior Turbinate in Obstructive Sleep Apnea: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Journal of Indian Academy of Oral Medicine and Radiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Nasal septum; Apnea; Sleep apnea; Sleep (system call); Anesthesia; Nose; Surgery","score_opus":0.06301549226217845,"score_gpt":0.4001745705906881,"score_spread":0.33715907832850966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411715044","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007740771,0.9884689,0.000012202394,0.0017185801,0.000110738336,0.0018771277,0.000018713796,0.0000035627088,0.000049401344],"genre_scores_gemma":[0.056777973,0.94248295,0.00032926534,0.00015645771,0.00016548944,0.000024688778,0.000012397809,0.000023871158,0.000026900956],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9944013,0.0012738495,0.0032755574,0.0002872698,0.00046891288,0.00029311283],"domain_scores_gemma":[0.9911539,0.0050274283,0.0031704037,0.0001531748,0.0002528461,0.00024227164],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0029007886,0.00038573588,0.0071725016,0.0013184539,0.00003657525,0.0000032974383,0.00024828297,0.00077331427,0.00001718424],"category_scores_gemma":[0.013830396,0.00024233664,0.0003052966,0.0009852208,0.0007379715,0.00013598218,0.000072989424,0.0021113819,7.954084e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004637014,0.000024679972,0.03137372,0.9110114,0.0007840809,0.00007007541,0.00034013245,7.13243e-8,0.0000037134932,0.00021151494,0.000054681565,0.05607954],"study_design_scores_gemma":[0.0031846955,0.0014238302,0.12667635,0.8533525,0.009867953,0.0030704138,0.00026485667,0.0000024577114,0.000004663556,0.0007132026,0.0011797403,0.0002593623],"about_ca_topic_score_codex":0.000008069985,"about_ca_topic_score_gemma":7.11779e-7,"teacher_disagreement_score":0.095302634,"about_ca_system_score_codex":0.00019214075,"about_ca_system_score_gemma":0.0002605413,"threshold_uncertainty_score":0.99447656},"labels":[],"label_agreement":null},{"id":"W4411747967","doi":"10.1093/sleepadvances/zpaf028","title":"Association of nocturnal hypoxemia and white blood cell count in a multicenter cohort","year":2025,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital; Institut universitaire de cardiologie et de pneumologie de Québec; University of Calgary; Foothills Medical Centre; Ottawa Hospital; University of British Columbia; University of Ottawa; McGill University Health Centre; University of British Columbia Hospital","funders":"","keywords":"Medicine; Hypoxemia; White blood cell; Internal medicine; Cohort; Cohort study; Lymphocyte; Confounding; Red blood cell distribution width; Polysomnography; Immunology; Apnea","score_opus":0.003972056450678174,"score_gpt":0.2703964754232463,"score_spread":0.26642441897256813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411747967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882778,0.0019219574,0.00014763737,0.0005816691,0.00015968809,0.00042384668,0.000011486544,0.000012012487,0.008463927],"genre_scores_gemma":[0.99756366,0.00032065588,0.0012086832,0.00009256332,0.00003095371,0.000019872119,0.000006284557,0.0000075841845,0.00074972643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989327,0.00005057764,0.00023319937,0.00021463752,0.00034782037,0.00022105341],"domain_scores_gemma":[0.9994094,0.00013778004,0.00010913723,0.00013069501,0.00016015617,0.000052827054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030718968,0.000096146636,0.0002526871,0.00019606856,0.00002666208,0.00001085573,0.000061609935,0.00006805134,0.000059631333],"category_scores_gemma":[0.00022420271,0.00008504724,0.000036264828,0.00026772433,0.00006134036,0.00013052458,0.00005152502,0.00022593676,0.0000033538881],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016472567,0.0001692382,0.98100173,0.0001885973,0.00011798574,0.000011141193,0.000121517725,0.000017307993,0.012502281,0.00003307003,0.000024227844,0.005648177],"study_design_scores_gemma":[0.0046010897,0.000105478815,0.96124434,0.00010427884,0.00018335883,0.0000024685394,0.0002666016,0.000873434,0.030420845,0.00014733468,0.0019714315,0.00007934398],"about_ca_topic_score_codex":0.000019094183,"about_ca_topic_score_gemma":0.00009856238,"teacher_disagreement_score":0.019757396,"about_ca_system_score_codex":0.00015778725,"about_ca_system_score_gemma":0.000023760347,"threshold_uncertainty_score":0.34681258},"labels":[],"label_agreement":null},{"id":"W4411783683","doi":"10.1007/s11325-025-03393-1","title":"Supine position-related obstructive sleep apnea in children: insights from the Childhood Adenotonsillectomy Trial","year":2025,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Supine position; Obstructive sleep apnea; Otorhinolaryngology; Pediatrics; Polysomnography; Neurology; Physical therapy; Internal medicine; Apnea; Surgery; Psychiatry","score_opus":0.006227256857300515,"score_gpt":0.25026274037411905,"score_spread":0.24403548351681853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411783683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911992,0.002358708,0.00009709776,0.0016778238,0.000364904,0.0018775259,0.000042349355,0.00008495544,0.0022974124],"genre_scores_gemma":[0.9986433,0.000026450783,0.00026612906,0.0004812897,0.00026854975,0.000066891356,0.0001689117,0.000029459074,0.00004902094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780375,0.0002361841,0.00051039335,0.0006226336,0.000412853,0.0004141665],"domain_scores_gemma":[0.99880016,0.00040310452,0.00009609246,0.00045006713,0.00011697741,0.0001336047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020646614,0.000300168,0.0005111765,0.00035263348,0.000375519,0.0001016984,0.00021621629,0.00024279866,0.000092627946],"category_scores_gemma":[0.00030867133,0.00021334142,0.0001394815,0.000904519,0.0002480174,0.00022072966,0.00020760455,0.0009574827,0.000018184783],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013429321,0.0017241803,0.736309,0.000055945602,0.004075381,0.00036827143,0.01470059,0.000047340138,0.005828006,0.008166708,0.00010073975,0.21519452],"study_design_scores_gemma":[0.047022462,0.0002474815,0.9439342,0.00015048908,0.00030722716,0.000117328724,0.00070280326,0.0016256194,0.0020859346,0.0035340267,0.000036063073,0.00023634378],"about_ca_topic_score_codex":0.001061623,"about_ca_topic_score_gemma":0.00006132274,"teacher_disagreement_score":0.21495818,"about_ca_system_score_codex":0.00017784667,"about_ca_system_score_gemma":0.00006101271,"threshold_uncertainty_score":0.86998105},"labels":[],"label_agreement":null},{"id":"W4411953300","doi":"10.18103/mra.v13i6.6601","title":"Sleep Goal Index (SGI) – New Outcome Measures, Beyond Apnea Hypopnea Index","year":2025,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Index (typography); Sleep (system call); Apnea–hypopnea index; Outcome (game theory); Medicine; Polysomnography; Apnea; Physical therapy; Anesthesia; Computer science; Mathematics","score_opus":0.05002044922349555,"score_gpt":0.3961801290290317,"score_spread":0.3461596798055362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411953300","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18751426,0.007920135,0.15583676,0.13461645,0.0018788816,0.006095844,0.00008285015,0.0007925006,0.5052623],"genre_scores_gemma":[0.9757142,0.00022979807,0.001063903,0.0012345065,0.000987617,0.0001678144,0.000056113637,0.00009013113,0.020455938],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98544586,0.0014316858,0.0010492554,0.0012994658,0.008246405,0.0025273152],"domain_scores_gemma":[0.99017054,0.004344921,0.000083304294,0.0015079909,0.00045113446,0.003442085],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043620868,0.00048987055,0.0010184983,0.0023714642,0.000571594,0.0001676285,0.0016927153,0.00048152983,0.0027786915],"category_scores_gemma":[0.02678964,0.0003970013,0.00039129608,0.0023297998,0.0031194196,0.000198547,0.0018954473,0.0056168064,0.000550691],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016485187,0.0005188646,0.28173527,0.00027586988,0.00041185663,0.0007975934,0.00035706672,0.0000029884027,0.0020738146,0.0053005796,0.0072396165,0.69963795],"study_design_scores_gemma":[0.014604056,0.0012829799,0.62087446,0.0005259213,0.00010759929,0.00019890207,0.001225693,0.032295827,0.0033244963,0.046841532,0.27793583,0.00078269985],"about_ca_topic_score_codex":0.0007491581,"about_ca_topic_score_gemma":0.00030271104,"teacher_disagreement_score":0.7881999,"about_ca_system_score_codex":0.00034740547,"about_ca_system_score_gemma":0.002250199,"threshold_uncertainty_score":0.9998482},"labels":[],"label_agreement":null},{"id":"W4412085727","doi":"10.1371/journal.pone.0326704","title":"Safety of outpatient non-upper airway surgery for patients with obstructive sleep apnea in ambulatory surgical centers: A systematic review","year":2025,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; University of Saskatchewan","funders":"","keywords":"Medicine; Obstructive sleep apnea; Ambulatory; Perioperative; Airway; MEDLINE; Emergency medicine; Airway obstruction; Physical therapy; Surgery; Internal medicine","score_opus":0.03499117234073752,"score_gpt":0.29350562807063396,"score_spread":0.25851445572989645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412085727","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006666364,0.9735821,0.00004460288,0.000029642515,0.00011513618,0.024709936,0.00062954257,0.000031859283,0.000190549],"genre_scores_gemma":[0.00051842653,0.9937653,0.00069841393,0.000042453237,0.00006692897,0.0035545214,0.0010695586,0.00013889173,0.00014553113],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9933418,0.0006263917,0.002716628,0.00094096595,0.0016504879,0.0007236975],"domain_scores_gemma":[0.99317014,0.002916161,0.0012412987,0.0012210516,0.0011828236,0.00026852312],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010171896,0.0007885858,0.009605654,0.00084869505,0.00005618216,0.000014141206,0.00035771,0.00041019628,0.00006693292],"category_scores_gemma":[0.0020460393,0.00055113045,0.001356133,0.001214973,0.0002089348,0.00011672565,0.00021930908,0.0008148016,0.000022023594],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040495486,0.0038378837,0.0034877595,0.96750873,0.0039334684,0.000025370808,0.000053365886,7.318494e-8,1.0340388e-7,0.000010720333,0.000020077876,0.02071749],"study_design_scores_gemma":[0.0021986484,0.0005690404,0.00027196918,0.9833644,0.012088283,0.0000068412764,0.000030616626,0.00003084868,0.0000061447477,0.0000015589134,0.0009723255,0.00045932838],"about_ca_topic_score_codex":0.000010647767,"about_ca_topic_score_gemma":0.0000028254362,"teacher_disagreement_score":0.021155415,"about_ca_system_score_codex":0.0010614342,"about_ca_system_score_gemma":0.00041372952,"threshold_uncertainty_score":0.99969405},"labels":[],"label_agreement":null},{"id":"W4412119281","doi":"10.1093/epirev/mxaf010","title":"Modifiable risk factors for sleep apnea: evidence from meta-analysis of traditional observational studies and 2-sample mendelian randomization","year":2025,"lang":"en","type":"article","venue":"Epidemiologic Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mendelian randomization; Odds ratio; Observational study; Epidemiology; Confidence interval; Physical therapy; Obstructive sleep apnea; Randomized controlled trial; Cohort study; Internal medicine; Demography; Environmental health","score_opus":0.6203172146767286,"score_gpt":0.4731202603311655,"score_spread":0.14719695434556312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412119281","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12008033,0.36818713,0.49929452,0.0059214965,0.00020202568,0.0046744514,0.001514771,0.00004086918,0.00008441132],"genre_scores_gemma":[0.6297957,0.076036565,0.28749317,0.0014035834,0.00017843701,0.0027205066,0.0019869672,0.000027534554,0.00035757816],"study_design_codex":"observational","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99601084,0.0015205129,0.0014019241,0.0005778687,0.00025759192,0.00023127523],"domain_scores_gemma":[0.9558461,0.042469397,0.0007063126,0.00041551676,0.000478705,0.000083977815],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0064091296,0.00024825922,0.0036467952,0.00032089607,0.00015248661,0.000009311577,0.00014740173,0.00010811996,0.00030479048],"category_scores_gemma":[0.11567779,0.00014409098,0.0013867326,0.0009410589,0.0002281473,0.00016002156,0.00006323856,0.00017496127,0.0000020647647],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014705386,0.0003055958,0.5397526,0.001689218,0.39966863,0.0000012168214,0.00063037407,0.022852784,0.0013772285,0.01306171,0.007310728,0.01187935],"study_design_scores_gemma":[0.003679358,0.00036297878,0.21244216,0.00016548503,0.42901063,5.2950236e-7,0.00039037433,0.25702658,0.0005811317,0.090568565,0.005394783,0.0003774273],"about_ca_topic_score_codex":0.0004331075,"about_ca_topic_score_gemma":0.000019611462,"teacher_disagreement_score":0.5097153,"about_ca_system_score_codex":0.00009746061,"about_ca_system_score_gemma":0.000030104386,"threshold_uncertainty_score":0.89177126},"labels":[],"label_agreement":null},{"id":"W4412166631","doi":"10.1017/cjn.2025.10211","title":"P.030 Impact of lemborexant on daytime sleepiness/alertness in participants with comorbid insomnia and mild obstructive sleep apnea","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Public Health; Nutrasource","funders":"","keywords":"Alertness; Obstructive sleep apnea; Insomnia; Daytime; Medicine; Excessive daytime sleepiness; Sleep apnea; Apnea; Internal medicine; Cardiology; Physical therapy; Psychology; Anesthesia; Psychiatry; Sleep disorder","score_opus":0.04514429629669692,"score_gpt":0.3343806002495068,"score_spread":0.28923630395280986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412166631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944341,0.00064079306,0.000021164458,0.0025857403,0.0002610881,0.0003104391,0.000017186818,0.000007991374,0.0017214651],"genre_scores_gemma":[0.99848723,0.00008559616,0.0005922638,0.00074523536,0.00006470073,0.0000043175537,3.1829734e-7,0.000010877001,0.000009460798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953904,0.00079627614,0.00091688114,0.0005906338,0.0008655392,0.0014402808],"domain_scores_gemma":[0.99615896,0.00077021425,0.00058055285,0.00019887085,0.00065198826,0.0016394128],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027893437,0.00036292183,0.0008709086,0.0021363746,0.00085377233,0.00023421025,0.0010826681,0.00018041805,0.0000875509],"category_scores_gemma":[0.0023559777,0.00021405847,0.00018769967,0.0026094904,0.008983988,0.00061263173,0.00008565252,0.0014742881,8.5874206e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008530679,0.000079849575,0.9846576,0.00001915431,0.000056746296,0.003886821,0.00028744346,0.0031638248,0.00019498027,0.00052734907,0.00003101912,0.0062421346],"study_design_scores_gemma":[0.0011342162,0.054172415,0.9319388,0.00012711357,0.000055974288,0.0051643443,0.0002765465,0.004008717,0.00037789563,0.0025137486,0.000042099673,0.00018809423],"about_ca_topic_score_codex":0.0030691565,"about_ca_topic_score_gemma":0.031842217,"teacher_disagreement_score":0.054092567,"about_ca_system_score_codex":0.00044074518,"about_ca_system_score_gemma":0.0028485225,"threshold_uncertainty_score":0.99371296},"labels":[],"label_agreement":null},{"id":"W4412446610","doi":"10.1109/marss65887.2025.11072798","title":"Magnetic Capsule for Stable Collection of Large GI Tract Microbiome Samples","year":2025,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Capsule; Microbiome; Computer science; Biology; Bioinformatics; Paleontology","score_opus":0.020759329421683872,"score_gpt":0.3238836034866829,"score_spread":0.30312427406499903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412446610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9529831,0.0006759143,0.018838733,0.0013471041,0.00025526356,0.0019121219,0.0001978131,0.000063889,0.02372607],"genre_scores_gemma":[0.9633856,0.000011747299,0.007222415,0.000094688934,0.000025481166,0.000054359833,0.000041162195,0.000012285808,0.029152289],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992173,0.000023217974,0.00019466561,0.0001808086,0.00012295385,0.00026107876],"domain_scores_gemma":[0.9993791,0.00010113653,0.000028531738,0.00018499132,0.00025831032,0.000047935424],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022214487,0.00007781455,0.00021464577,0.0002731023,0.00006684483,0.000008899462,0.000059279704,0.00006334665,0.0011660715],"category_scores_gemma":[0.0001893045,0.00006706816,0.0000774293,0.0004959241,0.000052792588,0.000039801158,0.000031423526,0.00007667618,0.00001041311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024033705,0.000536423,0.010909115,0.0005224354,0.00008493935,0.0000017663914,0.0000868466,6.5416396e-7,0.97135806,0.0030045488,0.009016578,0.0042383145],"study_design_scores_gemma":[0.0055148555,0.0007842581,0.07654349,0.000051943094,0.00012232712,0.000011193663,0.00063835207,0.0013283938,0.880621,0.0005429241,0.033737164,0.00010408448],"about_ca_topic_score_codex":0.00021542741,"about_ca_topic_score_gemma":0.00007653787,"teacher_disagreement_score":0.09073702,"about_ca_system_score_codex":0.00011160221,"about_ca_system_score_gemma":0.00009297192,"threshold_uncertainty_score":0.999747},"labels":[],"label_agreement":null},{"id":"W4412494618","doi":"10.1113/ep092722","title":"Ageing reveals the latent effects of early life stress on respiratory and metabolic function in female rats: Novel insights into the sex‐specific origins of sleep apnoea","year":2025,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Ageing; Menopause; Medicine; Respiratory system; Physiology; Body mass index; Internal medicine; Lean body mass; Hormone; Endocrinology; Body weight","score_opus":0.022118886224908506,"score_gpt":0.3055236651471452,"score_spread":0.2834047789222367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412494618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99027187,0.008293559,0.000011637682,0.00007757016,0.00026781636,0.0008563247,0.0000021833469,0.000010631021,0.00020842582],"genre_scores_gemma":[0.9993501,0.000057687303,0.000019648021,0.00031655136,0.0000988221,0.00011374056,0.0000041778007,0.000014927488,0.000024400946],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985959,0.0003176759,0.00032883353,0.00032659553,0.00022406397,0.00020691188],"domain_scores_gemma":[0.99894285,0.00040513586,0.00011592644,0.00042467332,0.00005973768,0.00005166351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017257893,0.00016561097,0.00043181505,0.00019977122,0.000094001,0.0000073783035,0.00015811824,0.00008918867,0.000013887812],"category_scores_gemma":[0.00007588607,0.00009749084,0.00007164271,0.00036455036,0.00046270632,0.000060622795,0.0001680995,0.0003005176,0.000003866407],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008781335,0.00041998777,0.003177579,0.000110401554,0.00016754896,0.000004597172,0.003266725,0.000025017727,0.9820047,0.008566514,0.000011720481,0.0013670495],"study_design_scores_gemma":[0.0012705495,0.0006301729,0.42059636,0.00007119982,0.000017729488,2.3935456e-7,0.0012130708,0.000028819277,0.5758049,0.00011267033,0.00020693301,0.00004737269],"about_ca_topic_score_codex":0.00022444226,"about_ca_topic_score_gemma":0.000009676156,"teacher_disagreement_score":0.4174188,"about_ca_system_score_codex":0.000114146984,"about_ca_system_score_gemma":0.000030079205,"threshold_uncertainty_score":0.39755613},"labels":[],"label_agreement":null},{"id":"W4412744760","doi":"10.1164/rccm.202505-1243le","title":"Reply to Fan <i>et al.</i> : Assessment of the Neuroprotective Effect of Continuous Positive Airway Pressure in Obstructive Sleep Apnea: Can Static Metrics Map Dynamic Pathology?","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neuroprotection; Intensive care medicine; Neuroscience; Physical medicine and rehabilitation; Internal medicine","score_opus":0.006604152679455077,"score_gpt":0.3331047181689288,"score_spread":0.3265005654894737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412744760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759561,0.002335085,0.0028146936,0.017211722,0.00029281617,0.000985782,0.000072464434,0.0000060722755,0.0003253114],"genre_scores_gemma":[0.9904223,0.000014243987,0.00045363788,0.009033149,0.000026480791,0.000022675085,0.0000013680161,0.000020608839,0.000005555968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99573743,0.0018783514,0.0008432625,0.00035529322,0.00085399416,0.00033168762],"domain_scores_gemma":[0.9949822,0.0024821893,0.0003871203,0.0003710349,0.0015206846,0.00025678863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015019391,0.00025224264,0.0013206762,0.0007025372,0.00006343178,0.000007231041,0.00024936008,0.00005140613,0.000009794039],"category_scores_gemma":[0.0063919122,0.00015854948,0.0001471445,0.0014260542,0.0022468066,0.00006638953,0.00015741009,0.001119688,9.2845966e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061276564,0.0004173286,0.5585201,0.002232307,0.0009178315,0.0016063362,0.0071302787,0.000094993724,0.08645175,0.0014467451,0.00020062276,0.3348541],"study_design_scores_gemma":[0.007088649,0.05590571,0.87984395,0.002011365,0.0014732133,0.0002854038,0.027473042,0.00022979654,0.024386028,0.00019303449,0.0008420107,0.00026782398],"about_ca_topic_score_codex":0.00013144722,"about_ca_topic_score_gemma":0.000017667786,"teacher_disagreement_score":0.3345863,"about_ca_system_score_codex":0.00021968149,"about_ca_system_score_gemma":0.0002350939,"threshold_uncertainty_score":0.8278453},"labels":[],"label_agreement":null},{"id":"W4412779500","doi":"10.1093/eurpub/ckaf092","title":"Why sleep apnea deserves priority in public health: a call to action","year":2025,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; Ottawa Hospital; Okanagan College; University of Ottawa","funders":"","keywords":"Action (physics); Sleep (system call); Sleep apnea; Medicine; Call to action; Apnea; Public health; Psychology; Psychiatry; Business; Computer science; Internal medicine; Advertising; Nursing","score_opus":0.13756613527597322,"score_gpt":0.3945902863341493,"score_spread":0.25702415105817605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412779500","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37026098,0.00085435295,0.0735435,0.5496244,0.000836457,0.0007761036,0.000007599362,0.00005332295,0.004043311],"genre_scores_gemma":[0.9762073,0.00012313625,0.004191169,0.018750066,0.0004318738,0.000003799983,0.0000075579173,0.0000463964,0.00023866264],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98905903,0.006711032,0.0015789056,0.00039295413,0.0009982504,0.0012598137],"domain_scores_gemma":[0.99601614,0.0001676809,0.0005254677,0.000454422,0.00085545506,0.0019808246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023654016,0.00021183357,0.00069077435,0.0019708488,0.00019202329,0.00017143616,0.00047953567,0.00004527855,0.0000915338],"category_scores_gemma":[0.003657362,0.00018608644,0.00015524593,0.0020657189,0.00008967232,0.0005315176,0.00020776001,0.001366496,0.000051398063],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009462709,0.00074888044,0.046337783,0.00048370202,0.00013006102,0.0002354573,0.0020450023,0.000005846816,0.0002893897,0.0006941675,0.013341117,0.93559396],"study_design_scores_gemma":[0.0028984363,0.0018859108,0.6211921,0.0002041842,0.0000060496627,0.0002130276,0.0011508388,0.00022118747,0.00002804114,0.000029061039,0.3720451,0.00012603121],"about_ca_topic_score_codex":0.00023230957,"about_ca_topic_score_gemma":0.00031332404,"teacher_disagreement_score":0.93546796,"about_ca_system_score_codex":0.0020175644,"about_ca_system_score_gemma":0.0021859254,"threshold_uncertainty_score":0.8198057},"labels":[],"label_agreement":null},{"id":"W4412785718","doi":"10.1093/sleep/zsaf212","title":"Genome-wide gene by sleepiness interaction analysis for sleep apnea","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Dental and Craniofacial Research; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Heart, Lung, and Blood Institute; National Eye Institute; University of North Carolina; National Institute on Aging; University of Illinois at Chicago; San Diego State University; Jackson State University; National Institute of Neurological Disorders and Stroke; Albert Einstein College of Medicine, Yeshiva University; Mississippi State Department of Health; University of Miami; U.S. Department of Health and Human Services; National Institutes of Health; National Center for Advancing Translational Sciences; National Human Genome Research Institute; Ontario Institute for Cancer Research","keywords":"Sleep apnea; Obstructive sleep apnea; Candidate gene; Genome-wide association study; Medicine; Gene interaction; Genetics; Bioinformatics; Gene; Biology; Internal medicine; Genotype; Single-nucleotide polymorphism","score_opus":0.016122275488415595,"score_gpt":0.31459246455336254,"score_spread":0.29847018906494693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412785718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.556639,0.0009529044,0.428387,0.004616857,0.00080638967,0.0016676033,0.00014452862,0.00018293729,0.0066027716],"genre_scores_gemma":[0.9934467,0.000017245702,0.0020052267,0.00085305475,0.00019041463,0.0002976782,0.00081264006,0.00004269486,0.0023343188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777853,0.0000790299,0.0004800161,0.00066484243,0.0004181439,0.00057942746],"domain_scores_gemma":[0.9981747,0.0002445573,0.000120748,0.0006871442,0.00050487276,0.00026797372],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036335408,0.00027105006,0.0006079125,0.0009595072,0.00018607307,0.000062796425,0.00025955762,0.0001642107,0.0005149976],"category_scores_gemma":[0.0007302551,0.00026043132,0.00046020123,0.0019664061,0.00010849496,0.00016900677,0.00013589843,0.00031877565,0.00009544798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032596576,0.0015969941,0.5137242,0.000816829,0.018603448,0.00006802123,0.0005547554,0.0016357498,0.2642733,0.00081556203,0.004470525,0.19018096],"study_design_scores_gemma":[0.012993876,0.0009136304,0.43704996,0.00006212486,0.011120449,0.000027438991,0.0013478935,0.17187397,0.19749591,0.00095388514,0.16486955,0.0012913188],"about_ca_topic_score_codex":0.000056627865,"about_ca_topic_score_gemma":0.000025594638,"teacher_disagreement_score":0.4368077,"about_ca_system_score_codex":0.00041170645,"about_ca_system_score_gemma":0.000037481987,"threshold_uncertainty_score":0.9999848},"labels":[],"label_agreement":null},{"id":"W4412798159","doi":"10.1007/s00540-025-03552-4","title":"Optimizing pain management in pediatric tonsillectomy: the role of NSAIDs","year":2025,"lang":"en","type":"editorial","venue":"Journal of Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; SickKids Foundation; Hospital for Sick Children; Institute for Clinical Evaluative Sciences; McGill University","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; University of Toronto; Canadian Anesthesiologists' Society","keywords":"Medicine; Tonsillectomy; Pain medicine; Anesthesiology; Anesthesia; Pain management","score_opus":0.006630967705976534,"score_gpt":0.2761109064655743,"score_spread":0.26947993875959775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412798159","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0988576,0.0995586,0.0011021795,0.013321786,0.736289,0.00699427,0.000028066841,0.00010358614,0.04374488],"genre_scores_gemma":[0.050907493,0.008830228,0.011374468,0.0001570212,0.9256704,0.000043285214,0.000027144686,0.00016961904,0.002820355],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963612,0.00050539523,0.0009313799,0.0002071421,0.0016629205,0.0003319852],"domain_scores_gemma":[0.99658173,0.0015363145,0.00068767054,0.00039636242,0.00069375715,0.00010417699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036730017,0.0002472627,0.00086447195,0.0013049373,0.000044323515,0.000031360003,0.00055174116,0.00037338192,0.00005951357],"category_scores_gemma":[0.0011816064,0.00016424814,0.00035000299,0.00091873464,0.000080851496,0.00007024992,0.0000835019,0.0017120794,0.0000032063722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027389745,0.0008478858,0.009776912,0.0025166762,0.0014277392,0.009834493,0.001107682,0.00017552996,0.00009738769,0.00020719759,0.83355755,0.13771196],"study_design_scores_gemma":[0.004627377,0.001682826,0.006758596,0.0009182358,0.0017676366,0.00047534006,0.0018565174,0.00031556067,0.00036898913,0.00047544908,0.9804047,0.00034878703],"about_ca_topic_score_codex":0.000021802818,"about_ca_topic_score_gemma":0.0000027374604,"teacher_disagreement_score":0.18938135,"about_ca_system_score_codex":0.00039676693,"about_ca_system_score_gemma":0.00056075276,"threshold_uncertainty_score":0.7438228},"labels":[],"label_agreement":null},{"id":"W4412830976","doi":"10.5664/jcsm.11840","title":"Ventilatory response to hypoxia is more crucial than hypercapnia in the mechanism of opioid-related central sleep apnea","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Hypercapnia; Medicine; Hypoxia (environmental); Sleep apnea; Anesthesia; Apnea; Obstructive sleep apnea; Central sleep apnea; Opioid; Sleep (system call); Mechanism (biology); Polysomnography; Internal medicine; Oxygen; Acidosis","score_opus":0.03808620774857742,"score_gpt":0.398841019807123,"score_spread":0.3607548120585456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412830976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9516927,0.0008509976,0.0007000561,0.04274098,0.002232387,0.0007903529,0.000008523915,0.000012851654,0.00097118],"genre_scores_gemma":[0.99363065,0.0001017828,0.00055093353,0.004527937,0.0009301882,0.00000817387,0.0000029937073,0.00003157961,0.00021575618],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9924748,0.0010398104,0.0035090249,0.0004126245,0.0019249262,0.00063880987],"domain_scores_gemma":[0.9943724,0.002671472,0.0008364807,0.00071880006,0.00079210766,0.00060869916],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010647343,0.0003110073,0.0017427551,0.00092220464,0.00007937366,0.000013525525,0.0008719763,0.00041011415,0.0005109722],"category_scores_gemma":[0.011895079,0.00019105944,0.00060605875,0.0014574113,0.00066133216,0.00012177432,0.00018024669,0.0021539142,0.000019601752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.14204441,0.0068527604,0.4424102,0.0008499645,0.0042302534,0.0054426906,0.020732313,0.0001027272,0.08226622,0.0071488493,0.013894646,0.274025],"study_design_scores_gemma":[0.01514561,0.0051459423,0.9634936,0.00092283654,0.000745789,0.0002342105,0.00313553,0.0012251844,0.0024226534,0.002561495,0.004776621,0.00019055483],"about_ca_topic_score_codex":0.00004093349,"about_ca_topic_score_gemma":0.000010732978,"teacher_disagreement_score":0.52108335,"about_ca_system_score_codex":0.0001888134,"about_ca_system_score_gemma":0.00035290557,"threshold_uncertainty_score":0.99642813},"labels":[],"label_agreement":null},{"id":"W4412916949","doi":"10.5005/jp-journals-10005-3109","title":"Clinical and Cephalometric Correlation between Mouth-breathing and Nasal-breathing Children","year":2025,"lang":"en","type":"article","venue":"International Journal of Clinical Pediatric Dentistry","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Mouth breathing; Breathing; Electronic journal; Dentistry; Orthodontics; Correlation; Anesthesia; Free access","score_opus":0.044734318443462616,"score_gpt":0.4441940149237699,"score_spread":0.3994596964803073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412916949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98770505,0.00165468,0.006029327,0.00086474937,0.0029904598,0.00016365695,0.000022296863,0.000017281338,0.0005525108],"genre_scores_gemma":[0.99029875,0.0014662535,0.003237527,0.00017696693,0.00446319,0.0000010485674,0.000016392647,0.000016630262,0.00032321736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99588937,0.0002645817,0.0022570335,0.00035763578,0.0010223449,0.00020901316],"domain_scores_gemma":[0.9949075,0.0028088363,0.00085747417,0.00016476236,0.0009009392,0.0003604659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033997137,0.00016825406,0.0007098737,0.0009126371,0.000075498356,0.00013939795,0.000278507,0.0003313666,0.00004148455],"category_scores_gemma":[0.008248509,0.0001482778,0.0003267352,0.00046423645,0.000250816,0.0003396115,0.0003149679,0.0015376705,0.000012146206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002347052,0.00016419687,0.8639176,0.0000288924,0.00061772036,0.00042247795,0.000017011633,0.000001975361,0.0000035928188,0.000087787936,0.00025728208,0.13424674],"study_design_scores_gemma":[0.005267472,0.00019448825,0.9912494,0.000086615575,0.00062696444,0.0013334141,0.000034694793,0.0002044607,0.000006689438,0.0007492206,0.0001455014,0.000101085025],"about_ca_topic_score_codex":0.000015616239,"about_ca_topic_score_gemma":4.6097696e-7,"teacher_disagreement_score":0.13414566,"about_ca_system_score_codex":0.00007125906,"about_ca_system_score_gemma":0.00020064149,"threshold_uncertainty_score":0.9874831},"labels":[],"label_agreement":null},{"id":"W4413012731","doi":"10.1016/j.pediatrneurol.2025.07.019","title":"Risk for Sleep-Disordered Breathing Among Children and Adolescents With Perinatal Stroke and the Impact on Mental Health, Quality of Life, and Caregivers","year":2025,"lang":"en","type":"article","venue":"Pediatric Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Sleep disordered breathing; Mental health; Breathing; Stroke (engine); Quality of life (healthcare); Medicine; Psychology; Psychiatry; Clinical psychology; Nursing; Cardiology; Obstructive sleep apnea","score_opus":0.0064898679055372666,"score_gpt":0.2922105409619268,"score_spread":0.2857206730563895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413012731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956667,0.0012452843,0.000051472834,0.0014524944,0.000044884106,0.0012636431,0.00022527551,0.000012485098,0.00003777524],"genre_scores_gemma":[0.9992216,0.00048827936,0.000027854514,0.00015535223,0.00005611,0.000016513928,0.000009486163,0.0000123406,0.000012451118],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987368,0.0002853933,0.00020984224,0.00033985573,0.00016361065,0.0002645126],"domain_scores_gemma":[0.9991745,0.00031167016,0.00015528036,0.0001700662,0.000052149873,0.00013634778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003818655,0.00014735713,0.00040741664,0.00015585693,0.00019782188,0.000014254413,0.0000646763,0.000066080866,0.0000026836258],"category_scores_gemma":[0.00024541025,0.00009263612,0.000048928687,0.00012746798,0.0004588081,0.000041638323,0.00010798548,0.0003415048,1.0677269e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008722232,0.000056541263,0.9868042,0.0002084645,0.0001042055,0.0000017671058,0.00044173482,0.0000045597526,0.0000050844415,0.00002874264,0.000051745534,0.0035707343],"study_design_scores_gemma":[0.013600506,0.0015466352,0.9840249,0.000006094073,0.00007986174,0.000025035346,0.00014612646,0.00048061222,0.0000051593083,0.000026218622,0.0000021662054,0.000056714816],"about_ca_topic_score_codex":0.0025456056,"about_ca_topic_score_gemma":0.000085002845,"teacher_disagreement_score":0.0048782732,"about_ca_system_score_codex":0.000020331083,"about_ca_system_score_gemma":0.000054556236,"threshold_uncertainty_score":0.38482112},"labels":[],"label_agreement":null},{"id":"W4413054401","doi":"10.1213/ane.0000000000007694","title":"The Effect of Sleep Disorder Interventions in Patients With Obstructive Sleep Apnea Undergoing Solid-Organ Transplants: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Sinai Health System; Women's College Hospital; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Sleep apnea; Population; MEDLINE; Intensive care medicine; Organ transplantation; CINAHL; Transplantation; Psychological intervention; Internal medicine; Psychiatry","score_opus":0.01082741034123153,"score_gpt":0.3099410368742233,"score_spread":0.2991136265329918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413054401","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006364275,0.98791516,0.00016212519,0.0001324941,0.00004249265,0.010938362,0.000029355992,0.00004062206,0.000102943835],"genre_scores_gemma":[0.0043177744,0.99366814,0.00004839003,0.000039633287,0.000023632454,0.0013388308,0.00026951145,0.0001290755,0.00016499827],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99312305,0.0022394382,0.0021256348,0.00077678537,0.0010352929,0.00069979805],"domain_scores_gemma":[0.994289,0.0027557595,0.0010994519,0.001354526,0.00032593435,0.00017537673],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013297667,0.00089925656,0.005671234,0.00071923307,0.0002027202,0.0000511209,0.0007884875,0.00031921885,0.00003706589],"category_scores_gemma":[0.00082594925,0.00049363496,0.0014969179,0.0021345485,0.0003269009,0.00013285175,0.000074484546,0.0009555037,0.000031260588],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015026706,0.00017053378,0.0046500755,0.9220092,0.0019003279,0.00014511852,0.000045063036,8.1309906e-7,2.8817102e-8,0.00009916481,0.0000090084,0.07082036],"study_design_scores_gemma":[0.00208563,0.0014187472,0.0031967422,0.9728089,0.018839305,0.00022862952,0.00006368977,0.000017720857,0.0000019563877,0.000010508594,0.0008554874,0.000472709],"about_ca_topic_score_codex":0.000043098415,"about_ca_topic_score_gemma":0.000128458,"teacher_disagreement_score":0.07034765,"about_ca_system_score_codex":0.000402113,"about_ca_system_score_gemma":0.00019391536,"threshold_uncertainty_score":0.9997515},"labels":[],"label_agreement":null},{"id":"W4413118629","doi":"10.1016/j.sleep.2025.106737","title":"Home video clips compared to polygraphy for obstructive sleep apnea diagnosis in children with autism spectrum disorder: A pilot study","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Centre Hospitalier pour Enfants de l'est de l'Ontario","keywords":"Obstructive sleep apnea; Autism spectrum disorder; CLIPS; Medicine; Audiology; Sleep (system call); Autism; Pediatrics; Psychology; Psychiatry; Anesthesia; Surgery; Computer science","score_opus":0.016257153718714678,"score_gpt":0.29948830307492863,"score_spread":0.28323114935621396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413118629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9656808,0.0010017697,0.0036425178,0.017628977,0.00051277777,0.010521613,0.000075607975,0.00018099975,0.0007549332],"genre_scores_gemma":[0.9950211,0.000026131023,0.0009539608,0.0008334626,0.00028801657,0.002540387,0.00012110217,0.000100978505,0.00011485724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951636,0.00022040599,0.0009114549,0.0013763648,0.0011172313,0.0012109134],"domain_scores_gemma":[0.99730253,0.00058534375,0.00017035157,0.0011706365,0.0002002805,0.0005708806],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007473782,0.00065462175,0.0015226209,0.002238638,0.00025159476,0.000034586436,0.00057616766,0.000107553504,0.00020408884],"category_scores_gemma":[0.0005615415,0.0005063033,0.00013129262,0.003508855,0.0005418051,0.00016060808,0.00027169066,0.00073376,0.000025968424],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044846563,0.0028607056,0.9707404,0.0001086794,0.0014248076,0.000053862626,0.0013117819,0.00004404361,0.00019947319,0.0012213725,0.0003033486,0.017246878],"study_design_scores_gemma":[0.027548958,0.015219948,0.9502238,0.00031498147,0.00070647965,0.000034486646,0.0030737722,0.0004867829,0.0002093339,0.0014557651,0.00028203,0.00044367622],"about_ca_topic_score_codex":0.0021099588,"about_ca_topic_score_gemma":0.002246756,"teacher_disagreement_score":0.0293403,"about_ca_system_score_codex":0.00044251885,"about_ca_system_score_gemma":0.00007854256,"threshold_uncertainty_score":0.9997389},"labels":[],"label_agreement":null},{"id":"W4413120291","doi":"10.1101/2025.08.05.668735","title":"Cell-Specific Transcriptomic and Mito-Nuclear Imbalance in Lungs Under Intermittent Hypoxia in Adult Male Mice","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Intermittent hypoxia; Downregulation and upregulation; Biology; Reprogramming; Transcriptome; Hypoxia (environmental); Cell type; Cell; Epigenetics; Endocrinology; Cell biology; Gene; Internal medicine; Immunology; Gene expression; Obstructive sleep apnea; Medicine; Genetics; Chemistry","score_opus":0.011358620470224973,"score_gpt":0.23315126353128598,"score_spread":0.221792643061061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413120291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992507,0.00364521,0.00012608073,0.00094312354,0.0007750047,0.0015997996,0.0001501839,0.0001322679,0.00012133117],"genre_scores_gemma":[0.995412,0.0013372824,0.002378668,0.00036219435,0.00017058614,0.00016616104,6.177625e-7,0.00012763485,0.000044842112],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99600244,0.00022316843,0.0008148829,0.0015538525,0.00053834636,0.0008672899],"domain_scores_gemma":[0.9978005,0.00009815225,0.00019994489,0.0011507237,0.0004115173,0.00033913966],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005006983,0.00065831176,0.0010002905,0.0010543222,0.000066821885,0.00013764079,0.00054890517,0.00069854455,0.000102679376],"category_scores_gemma":[0.000112288755,0.000736821,0.00016796244,0.00085329835,0.00028499874,0.00014511896,0.000541885,0.0022087914,0.000053723335],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005446643,0.0005823001,0.10797131,0.0023107792,0.00014131158,0.000637414,0.00009782697,0.000020268104,0.8865125,0.0006505914,0.0005167929,0.000014237213],"study_design_scores_gemma":[0.0046841223,0.00010067598,0.92999995,0.002016266,0.000100376536,3.5102858e-7,0.000076549,0.0014624133,0.059265755,0.00000386876,0.0014679901,0.0008217034],"about_ca_topic_score_codex":0.00019633901,"about_ca_topic_score_gemma":0.000022845905,"teacher_disagreement_score":0.8272467,"about_ca_system_score_codex":0.0011503411,"about_ca_system_score_gemma":0.000322121,"threshold_uncertainty_score":0.99950826},"labels":[],"label_agreement":null},{"id":"W4413140494","doi":"10.1002/alz.70602","title":"Response letter: Examining the association between sleep apnea and total hippocampal volumes in cognitive impairment","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Western Hospital; Memorial University of Newfoundland; Health Sciences Centre; Sunnybrook Hospital; McMaster University; University Health Network; University of Toronto; Sunnybrook Health Science Centre","funders":"University of Toronto","keywords":"Association (psychology); Cognitive impairment; Sleep apnea; Hippocampal formation; Sleep (system call); Medicine; Audiology; Cognition; Psychology; Neuroscience; Internal medicine; Psychiatry; Computer science; Psychotherapist","score_opus":0.026059569721495996,"score_gpt":0.30708159133815605,"score_spread":0.28102202161666007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413140494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98626727,0.0070245015,0.00020735901,0.0045650406,0.00017015524,0.00088467257,0.000017665165,0.00003460147,0.0008287068],"genre_scores_gemma":[0.9986859,0.0000072353137,0.0002192938,0.00077150686,0.000113929054,0.000098943805,0.000029476718,0.000018112483,0.000055628137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786055,0.0005037897,0.00034062672,0.00037400724,0.00046657398,0.000454449],"domain_scores_gemma":[0.99840045,0.0010661242,0.000104076295,0.00021233248,0.0001323096,0.00008468703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016722879,0.0001784915,0.00027914924,0.0002515807,0.00016205436,0.0000684406,0.000103661354,0.000110227375,0.000094217954],"category_scores_gemma":[0.00040884342,0.00014756055,0.00005659442,0.0004069255,0.0001228504,0.00012792782,0.00022357886,0.0003861932,0.000026114718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006924879,0.0000777084,0.85136956,0.000006526409,0.008850744,0.00002373266,0.0007697492,6.722038e-7,0.0011590188,0.000021836011,0.00050473725,0.1365232],"study_design_scores_gemma":[0.0026342468,0.00027744262,0.9839533,0.000045264886,0.0059542777,0.000004372716,0.0008391246,0.00040789723,0.0050147306,0.000056900983,0.00068415824,0.00012828576],"about_ca_topic_score_codex":0.00008413965,"about_ca_topic_score_gemma":0.00002210688,"teacher_disagreement_score":0.13639492,"about_ca_system_score_codex":0.00007845917,"about_ca_system_score_gemma":0.00005379131,"threshold_uncertainty_score":0.60173446},"labels":[],"label_agreement":null},{"id":"W4413141181","doi":"10.1161/circresaha.125.325676","title":"Obstructive Sleep Apnea and Cardiometabolic Disease: Obesity, Hypertension, and Diabetes","year":2025,"lang":"en","type":"review","venue":"Circulation Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Blood pressure; Diabetes mellitus; Sleep apnea; Internal medicine; Positive airway pressure; Obesity; Risk factor; Intermittent hypoxia; Intensive care medicine; Cardiology; Endocrinology","score_opus":0.07846496352955248,"score_gpt":0.388959270945896,"score_spread":0.31049430741634354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413141181","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009329175,0.9860078,0.000025988833,0.00018871925,0.00016531374,0.003154161,0.0001045296,0.000067527704,0.00095677766],"genre_scores_gemma":[0.03174703,0.9666861,0.00008055954,0.000021997706,0.00034009837,0.00039593043,0.0002775829,0.0000844143,0.0003662739],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9945411,0.0011358523,0.0005729721,0.0012522641,0.0016248417,0.0008729398],"domain_scores_gemma":[0.995191,0.0016345311,0.00011489014,0.0009488534,0.0013139274,0.00079679425],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014614061,0.00047907222,0.002084712,0.0024330502,0.0004797324,0.00021402516,0.0002437548,0.00042921375,0.000068502515],"category_scores_gemma":[0.003048593,0.00040832206,0.00032595213,0.0024461257,0.0009301099,0.0001830062,0.00085589814,0.0014445396,0.000054214477],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019031868,0.00006825177,0.023453813,0.033524048,0.0005618355,0.00008394502,0.00002237664,9.1068995e-7,0.000009991149,0.0005884787,0.00007285254,0.9415945],"study_design_scores_gemma":[0.002172364,0.00013547906,0.62586313,0.013929422,0.00395434,0.00018645017,0.00018739278,0.0024918176,0.0000052921455,0.0018497866,0.34810713,0.0011173625],"about_ca_topic_score_codex":0.000031111045,"about_ca_topic_score_gemma":0.0000018016457,"teacher_disagreement_score":0.94047713,"about_ca_system_score_codex":0.00031363778,"about_ca_system_score_gemma":0.00046143186,"threshold_uncertainty_score":0.99983686},"labels":[],"label_agreement":null},{"id":"W4413183582","doi":"10.1101/2025.08.07.25333263","title":"Treatment of obstructive sleep apnea using CPAP and cognitive impairment","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Montreal Cognitive Assessment; Internal medicine; Cognitive impairment; Cognition; Sleep apnea; Sleep study; Polysomnography; Physical therapy; Pediatrics; Apnea; Psychiatry; Disease","score_opus":0.03652505235052983,"score_gpt":0.34021874103782745,"score_spread":0.3036936886872976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413183582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915758,0.002046294,0.0009617427,0.00021745746,0.00044157502,0.002245674,0.00037558586,0.000047105965,0.0020887994],"genre_scores_gemma":[0.99655485,0.00012466712,0.0026188206,0.000027390755,0.00016533374,0.00014258936,0.00007499978,0.00003863806,0.00025271406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974432,0.00018479559,0.00052573555,0.00085482164,0.0005547869,0.00043668188],"domain_scores_gemma":[0.9980701,0.00028890657,0.0002692759,0.00056500727,0.0005592011,0.00024746984],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016684044,0.0004808854,0.0010773608,0.00049499655,0.000082165134,0.000023796245,0.00013229878,0.00032815084,0.00010078348],"category_scores_gemma":[0.00019459706,0.00040806216,0.00027549945,0.00026111963,0.0004781112,0.00004182327,0.0005883845,0.00044631338,0.000005552252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002202685,0.0015936749,0.83116215,0.0026652387,0.0054992326,0.00048153297,0.0047060624,0.00005616239,0.008434668,0.00027648377,0.000003632757,0.14291844],"study_design_scores_gemma":[0.012069141,0.0030420737,0.8351062,0.0015633878,0.0047899797,0.00024487797,0.003367931,0.021349806,0.11603955,0.0013261976,0.0002046337,0.0008962141],"about_ca_topic_score_codex":0.00027364536,"about_ca_topic_score_gemma":0.0000073617016,"teacher_disagreement_score":0.14202224,"about_ca_system_score_codex":0.00054760755,"about_ca_system_score_gemma":0.00022375879,"threshold_uncertainty_score":0.9998371},"labels":[],"label_agreement":null},{"id":"W4413256777","doi":"10.1155/ijhy/1945725","title":"Childhood Obstructive Sleep Apnea and Systemic Blood Pressure and Kidney Function: A Systematic Review and Meta‐Analysis","year":2025,"lang":"en","type":"review","venue":"International Journal of Hypertension","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Blood pressure; Internal medicine; Continuous positive airway pressure; Diastole; Cardiology; Positive airway pressure; Renal function; Risk factor","score_opus":0.0316732853891145,"score_gpt":0.31170146675560173,"score_spread":0.2800281813664872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413256777","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015014055,0.9969085,0.00011711449,0.0008850448,0.00026837393,0.0016292072,0.000120387296,0.000012622725,0.00004375455],"genre_scores_gemma":[0.0011224014,0.99734056,0.00028927156,0.00077159243,0.00015069707,0.000058580066,0.00004246348,0.000032880183,0.00019157429],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9963158,0.00047693303,0.0014878644,0.0004927953,0.0010340033,0.00019262957],"domain_scores_gemma":[0.99552536,0.000591501,0.0013130828,0.0003412873,0.0018729952,0.00035578763],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078411045,0.0004846689,0.0063744737,0.0012596588,0.000077057346,0.00010240857,0.0002712202,0.0002444566,0.000070965514],"category_scores_gemma":[0.001594065,0.00029815183,0.001237965,0.00051392213,0.00012131039,0.0002068004,0.00027478527,0.0007534939,0.0000020532555],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031936528,0.00008792946,0.000013515712,0.5199781,0.4722044,0.0003495393,0.000032469397,2.6524393e-7,0.0000034484544,0.000045868608,0.00004768512,0.0072048614],"study_design_scores_gemma":[0.00071971555,0.00015142647,0.000044309658,0.109065644,0.85906905,0.026913563,0.000035648867,0.00003052055,8.28298e-7,0.0000148377985,0.0037719177,0.00018254113],"about_ca_topic_score_codex":0.000007750031,"about_ca_topic_score_gemma":4.549292e-7,"teacher_disagreement_score":0.41091245,"about_ca_system_score_codex":0.000047909063,"about_ca_system_score_gemma":0.0001681109,"threshold_uncertainty_score":0.9999471},"labels":[],"label_agreement":null},{"id":"W4413257139","doi":"10.1186/s12888-025-07244-x","title":"Relationship between sleep apnea severity and mild cognitive impairment in people with obstructive sleep apnea","year":2025,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Obstructive sleep apnea; Pittsburgh Sleep Quality Index; Polysomnography; Medicine; Sleep apnea; Excessive daytime sleepiness; Confounding; Apnea–hypopnea index; Physical therapy; Logistic regression; Apnea; Sleep disorder; Montreal Cognitive Assessment; Internal medicine; Cognition; Cognitive impairment; Psychiatry; Sleep quality","score_opus":0.02041036920356536,"score_gpt":0.30449574158316134,"score_spread":0.28408537237959597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413257139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863121,0.000544866,0.0046389787,0.0015346803,0.00036877923,0.0018152586,0.00008101012,0.00008884465,0.0046155117],"genre_scores_gemma":[0.99101126,0.0000023602802,0.00806992,0.00020804995,0.00019887941,0.00016772894,0.00008508543,0.00004259629,0.00021412568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974164,0.00023936665,0.00047000308,0.00077275204,0.000511582,0.0005899379],"domain_scores_gemma":[0.99840564,0.00054377026,0.00012805036,0.00043881423,0.0002185799,0.00026517405],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039996032,0.0003528384,0.00057026773,0.0005828317,0.00022279967,0.00004547507,0.00015345907,0.00024323892,0.000052464093],"category_scores_gemma":[0.0002825846,0.00031590846,0.000103358165,0.0013390994,0.00030878786,0.00020975705,0.00016111878,0.00087628636,0.00003278528],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014706914,0.0002848107,0.99293303,0.0004789863,0.00019507966,0.000003870952,0.00067877665,0.000004593015,0.000005436944,0.0014146941,0.000058672795,0.0024713564],"study_design_scores_gemma":[0.007487163,0.0003748368,0.98385316,0.00019508536,0.00029586858,0.000030299476,0.0038787115,0.0007529173,0.00007197368,0.0027441597,0.000021477565,0.00029432247],"about_ca_topic_score_codex":0.0002000507,"about_ca_topic_score_gemma":0.0010986946,"teacher_disagreement_score":0.009079847,"about_ca_system_score_codex":0.00027330895,"about_ca_system_score_gemma":0.00024016769,"threshold_uncertainty_score":0.9999293},"labels":[],"label_agreement":null},{"id":"W4413257455","doi":"10.2196/70441","title":"Screening and Management of Obstructive Sleep Apnea and Daytime Sleepiness Among Professional Drivers in Tunisia: Protocol for a Machine Learning Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Medicine; Continuous positive airway pressure; Population; Epworth Sleepiness Scale; Excessive daytime sleepiness; Polysomnography; Physical therapy; Apnea; Sleep disorder; Psychiatry; Environmental health; Insomnia; Internal medicine","score_opus":0.11641173148580651,"score_gpt":0.5149853106622193,"score_spread":0.3985735791764128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413257455","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.064670585,0.0000028266588,0.00046139333,0.00022341667,0.0000048334773,0.9336816,0.000011189682,0.000039298342,0.00090484763],"genre_scores_gemma":[0.086909406,2.4262826e-7,0.0026746115,0.000005989382,0.000024686615,0.9093662,0.000008988755,0.000040607192,0.000969266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99568284,0.00081456004,0.0006163719,0.00086944003,0.0012093618,0.00080743746],"domain_scores_gemma":[0.99800366,0.00052562106,0.00014948651,0.00044248533,0.0006443335,0.00023440704],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027354665,0.00029110152,0.00061062386,0.0011917512,0.00037944756,0.00008037175,0.00031247686,0.00015994502,0.000053758795],"category_scores_gemma":[0.00034517085,0.00024872145,0.00006824926,0.001355026,0.00074576616,0.00028175002,0.0012010696,0.0012878648,0.0000012748309],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008714743,0.0021176653,0.8885729,0.009397038,0.00039769887,0.00015405999,0.0012273174,0.000016051485,0.001411062,0.0011636019,0.000055295146,0.08677259],"study_design_scores_gemma":[0.034194574,0.0037884759,0.92841077,0.00642038,0.000022417575,0.0000077008735,0.0069392333,0.014488947,0.0014002563,0.00047129457,0.003593736,0.0002622341],"about_ca_topic_score_codex":0.000069178306,"about_ca_topic_score_gemma":0.00003137161,"teacher_disagreement_score":0.08651035,"about_ca_system_score_codex":0.00019078009,"about_ca_system_score_gemma":0.000091698304,"threshold_uncertainty_score":0.9999965},"labels":[],"label_agreement":null},{"id":"W4413273302","doi":"10.1093/sleep/zsag091.0683","title":"0684 Treatment of Central Sleep Apnea in Adults: An American Academy of Sleep Medicine Clinical Practice Guideline","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"Universitätsspital Zürich; American Academy of Sleep Medicine; Wayne State University","keywords":"Medicine; Guideline; Central sleep apnea; Sleep apnea; Sleep medicine; Sleep (system call); Clinical Practice; Polysomnography; Sleep apnea syndromes; Apnea; Physical therapy; Sleep disorder; Internal medicine; Psychiatry; Insomnia; Pathology","score_opus":0.03694680935152604,"score_gpt":0.43568088813604394,"score_spread":0.3987340787845179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413273302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95094067,0.0024293247,0.0027452384,0.029574003,0.00073221116,0.002398732,0.00008235426,0.000100276324,0.010997184],"genre_scores_gemma":[0.9859312,0.0004941649,0.011358135,0.0013820684,0.00051339925,0.000056395893,0.00010739818,0.00004847802,0.000108762215],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99431604,0.00063952414,0.0024359028,0.0008324211,0.0009824763,0.00079365034],"domain_scores_gemma":[0.9965432,0.00094757107,0.0007123374,0.0007534187,0.0005774746,0.00046594706],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013147274,0.0003973229,0.0015678143,0.0007041889,0.000047208454,0.000006345292,0.00038922127,0.00025849856,0.00031399302],"category_scores_gemma":[0.0034391084,0.00031687797,0.00026603747,0.0016128736,0.0012861382,0.00023742522,0.00013447032,0.000620606,0.00001550564],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006815508,0.0044130757,0.19215976,0.00022535253,0.0007337766,0.00010428207,0.0011142637,0.00007239501,0.0017801712,0.0015219217,0.00043773846,0.79062176],"study_design_scores_gemma":[0.050513837,0.021752615,0.7505162,0.0008984709,0.0022389565,0.000099378936,0.014372798,0.05663345,0.015090661,0.00051827985,0.086539805,0.0008255588],"about_ca_topic_score_codex":0.001499608,"about_ca_topic_score_gemma":0.00010697399,"teacher_disagreement_score":0.78979623,"about_ca_system_score_codex":0.0004534393,"about_ca_system_score_gemma":0.00010793855,"threshold_uncertainty_score":0.99992836},"labels":[],"label_agreement":null},{"id":"W4413273322","doi":"10.5664/jcsm.11860","title":"Treatment of central sleep apnea in adults: an American Academy of Sleep Medicine systematic review, meta-analysis, and GRADE assessment","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Sleep medicine; Meta-analysis; Sleep apnea; Sleep (system call); Polysomnography; Central sleep apnea; Obstructive sleep apnea; MEDLINE; Gerontology; Apnea; Psychiatry; Sleep disorder; Internal medicine; Insomnia","score_opus":0.10087583903075671,"score_gpt":0.49181047193281896,"score_spread":0.39093463290206226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413273322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6328473,0.23185444,0.0067811576,0.11903744,0.0008722008,0.0073927254,0.00006953559,0.000042215182,0.0011029968],"genre_scores_gemma":[0.97795635,0.018017802,0.0019996075,0.001459104,0.0004162965,0.000048154758,0.000021622422,0.000030697167,0.00005037931],"study_design_codex":"observational","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9857945,0.0022510681,0.008464898,0.0006346296,0.0022621446,0.0005927901],"domain_scores_gemma":[0.98894536,0.003864601,0.004640679,0.00076131173,0.0008588063,0.0009292537],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0073238267,0.00054401794,0.01263783,0.0016192253,0.00004341639,0.0000057525913,0.00053012226,0.00023990918,0.00036262395],"category_scores_gemma":[0.006185172,0.00029368408,0.0017378012,0.0029318365,0.0018193705,0.00018287725,0.00009095661,0.0011582102,8.510115e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054037576,0.009376412,0.4696765,0.12597339,0.3242844,0.0006597217,0.0013809006,0.00008155007,0.000999007,0.0012868609,0.000249693,0.060627807],"study_design_scores_gemma":[0.020984827,0.019844303,0.46519572,0.019125141,0.4659529,0.00017056889,0.0021046211,0.0056437724,0.00027023553,0.00023655452,0.00016090812,0.0003104694],"about_ca_topic_score_codex":0.00030400263,"about_ca_topic_score_gemma":0.000057441433,"teacher_disagreement_score":0.34510905,"about_ca_system_score_codex":0.00030644465,"about_ca_system_score_gemma":0.00012794582,"threshold_uncertainty_score":0.99995154},"labels":[],"label_agreement":null},{"id":"W4413278245","doi":"10.1109/tbme.2025.3596900","title":"DeepArousal-Net: A Multi-Block Recurrent Deep Learning Model for Proactive Forecasting of Non-Apneic Arousals From Multichannel PSG","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Block (permutation group theory); Artificial intelligence; Net (polyhedron); Deep learning; Machine learning; Mathematics","score_opus":0.031463303324379556,"score_gpt":0.3027838903876931,"score_spread":0.2713205870633135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413278245","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16552518,0.00008901565,0.8324358,0.00011785762,0.00047566489,0.0011182955,0.00008844847,0.00012913292,0.000020627178],"genre_scores_gemma":[0.9182258,0.000028380422,0.081029244,0.00002347768,0.00008183628,0.00042112707,0.000029142228,0.00006665239,0.000094317686],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976946,0.000033475557,0.0006011919,0.0005601104,0.0005103982,0.00060019986],"domain_scores_gemma":[0.99841565,0.0006391678,0.00009552537,0.0002902018,0.00025080924,0.00030862362],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002856384,0.00033681025,0.0005995365,0.00073466497,0.00014537181,0.000017971537,0.00018199462,0.00028044655,0.000013771044],"category_scores_gemma":[0.00028196734,0.0003264221,0.00028104338,0.0006887647,0.00014201768,0.000098806406,0.000007816603,0.0008827326,0.0000055399883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009146501,0.0013798286,0.000041732776,0.00071031,0.0011895987,0.000017469245,0.0016222519,0.64277774,0.12417448,0.000010536637,0.000007719455,0.22715366],"study_design_scores_gemma":[0.003823153,0.00044179137,0.0001746275,0.00043211246,0.00024743399,0.000007997262,0.00023203448,0.9308641,0.06349204,0.000015425197,0.000050422575,0.00021884755],"about_ca_topic_score_codex":0.000051918945,"about_ca_topic_score_gemma":0.000014892503,"teacher_disagreement_score":0.7527006,"about_ca_system_score_codex":0.00031743725,"about_ca_system_score_gemma":0.00009601109,"threshold_uncertainty_score":0.99991876},"labels":[],"label_agreement":null},{"id":"W4413315343","doi":"10.21203/rs.3.rs-7330144/v1","title":"Effect of Aortic Arch Position on the Bronchial Length Ratio","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Aortic arch; Arch; Position (finance); Cardiology; Internal medicine; Medicine; Anatomy; Aorta; Business; Engineering; Structural engineering","score_opus":0.039153220801172985,"score_gpt":0.42734997170537214,"score_spread":0.38819675090419914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413315343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97056746,0.00036272866,0.00017614527,0.0061137495,0.00030518507,0.0067515043,0.00020807434,0.0000633543,0.015451789],"genre_scores_gemma":[0.99711066,0.00009823169,0.000061411294,0.000037067384,0.00048005825,0.00074043986,0.00021313404,0.0000415773,0.0012174445],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99062663,0.003856466,0.00047945615,0.0007836996,0.0034204493,0.0008332859],"domain_scores_gemma":[0.9914445,0.0053378316,0.00010858302,0.0016633901,0.0012209723,0.00022471575],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005780789,0.00033856943,0.00069800817,0.0010256977,0.00026482585,0.00008080299,0.0006683475,0.00041849946,0.0004477177],"category_scores_gemma":[0.004809982,0.00021680316,0.00039243978,0.0008252471,0.000670445,0.000039464212,0.0013630551,0.0046602874,0.00012260831],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.037454005,0.0035772766,0.078690454,0.07636796,0.004538113,0.00064145785,0.005317551,0.00062935153,0.079295546,0.03437098,0.011006819,0.6681105],"study_design_scores_gemma":[0.00989209,0.030119257,0.15242328,0.017040206,0.0007020605,0.00004388114,0.001293013,0.036350258,0.74572164,0.004105577,0.0012710822,0.0010376659],"about_ca_topic_score_codex":0.0003983044,"about_ca_topic_score_gemma":0.000017198414,"teacher_disagreement_score":0.66707283,"about_ca_system_score_codex":0.0008434476,"about_ca_system_score_gemma":0.0007402275,"threshold_uncertainty_score":0.997636},"labels":[],"label_agreement":null},{"id":"W4413363101","doi":"10.3389/fnins.2025.1581884","title":"Investigating the impact of type 2 diabetes mellitus on brain function in obstructive sleep apnea patients using regional homogeneity and seed-based functional connectivity methods","year":2025,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Health Commission of Hubei Province","keywords":"Fusiform gyrus; Obstructive sleep apnea; Medicine; Neuropsychology; Functional magnetic resonance imaging; Montreal Cognitive Assessment; Audiology; Lingual gyrus; Epworth Sleepiness Scale; Internal medicine; Cerebellum; Gyrus; Blood-oxygen-level dependent; Resting state fMRI; Cardiology; Cognition; Polysomnography; Apnea; Radiology; Cognitive impairment; Psychiatry","score_opus":0.038693852307843266,"score_gpt":0.33952549944344257,"score_spread":0.3008316471355993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413363101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798653,0.00015473212,0.018334074,0.00026800478,0.0008265397,0.0004763596,0.000009353403,0.000011149057,0.000054453598],"genre_scores_gemma":[0.99395204,0.0000024120607,0.0056063132,0.0003885781,0.000018003593,0.000013034995,0.000004658812,0.000009811583,0.0000051368334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789554,0.0006117685,0.0002652869,0.0004989165,0.00040471958,0.00032378567],"domain_scores_gemma":[0.99854887,0.0008041899,0.00012722105,0.0002524528,0.00018298718,0.000084290514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096910313,0.00016451502,0.00029440643,0.00053131726,0.0001704055,0.00002351651,0.00013514678,0.000076659715,0.0000026205335],"category_scores_gemma":[0.0044827075,0.00012493478,0.000066695546,0.0018618415,0.00092434825,0.0001659644,0.00008673826,0.0004218448,1.2349653e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026096596,0.00013758439,0.92429566,0.0000328321,0.000014233298,0.0000010361925,0.000082003455,0.005502353,0.051964298,0.00008305512,0.000037405815,0.017588578],"study_design_scores_gemma":[0.0008523354,0.00031417728,0.73785263,0.000042230942,0.000012323092,7.139318e-7,0.00009142982,0.25535372,0.0045093047,0.0009002304,0.0000057795132,0.00006513808],"about_ca_topic_score_codex":0.00011834626,"about_ca_topic_score_gemma":0.000006344288,"teacher_disagreement_score":0.24985138,"about_ca_system_score_codex":0.00038068712,"about_ca_system_score_gemma":0.00019388722,"threshold_uncertainty_score":0.53665435},"labels":[],"label_agreement":null},{"id":"W4413391999","doi":"10.5664/jcsm.11866","title":"Evaluation and management of obstructive sleep apnea in adults hospitalized for medical care: an American Academy of Sleep Medicine systematic review, meta-analysis, and GRADE assessment","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Sleep medicine; Obstructive sleep apnea; Meta-analysis; Sleep apnea; Sleep (system call); MEDLINE; Polysomnography; Physical therapy; Family medicine; Intensive care medicine; Apnea; Sleep disorder; Psychiatry; Internal medicine; Insomnia","score_opus":0.08746474091156226,"score_gpt":0.5085356938537443,"score_spread":0.42107095294218205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413391999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6819823,0.22428907,0.015910015,0.06180665,0.0007509211,0.014492285,0.000050765822,0.00002703119,0.0006909998],"genre_scores_gemma":[0.97912586,0.014076776,0.0052454155,0.0010692632,0.00021298247,0.00020045167,0.00003064589,0.000028208307,0.00001037277],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98554,0.0023183112,0.0066854157,0.00067726185,0.004382037,0.00039699732],"domain_scores_gemma":[0.9892332,0.0034239478,0.003842938,0.00054496044,0.0022614864,0.00069349527],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.025156017,0.00043165375,0.0082368795,0.00124247,0.000052241856,0.000006288186,0.00048909377,0.0002654141,0.00017839718],"category_scores_gemma":[0.012309757,0.00025955314,0.0009237798,0.002019772,0.0017723228,0.00018480557,0.00016779265,0.0010443791,1.7823861e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005520668,0.002422329,0.10060996,0.35409963,0.338381,0.0001998089,0.0018265621,0.00004381789,0.00016269057,0.0034167727,0.00018084279,0.19313595],"study_design_scores_gemma":[0.025682878,0.006808056,0.42091474,0.030520478,0.49729133,0.000058399,0.0044704718,0.012915007,0.000061212544,0.0009919035,0.000030005396,0.00025554607],"about_ca_topic_score_codex":0.00008917104,"about_ca_topic_score_gemma":0.000034965073,"teacher_disagreement_score":0.32357916,"about_ca_system_score_codex":0.0002252942,"about_ca_system_score_gemma":0.00012922019,"threshold_uncertainty_score":0.9999857},"labels":[],"label_agreement":null},{"id":"W4413392043","doi":"10.5664/jcsm.11864","title":"Evaluation and management of obstructive sleep apnea in adults hospitalized for medical care: an American Academy of Sleep Medicine clinical practice guideline","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Guideline; Sleep medicine; Obstructive sleep apnea; Sleep (system call); Sleep apnea; Sleep apnea syndromes; Clinical Practice; Intensive care medicine; Polysomnography; Emergency medicine; Physical therapy; Family medicine; Apnea; Sleep disorder; Internal medicine; Psychiatry; Insomnia; Pathology","score_opus":0.06488762919988954,"score_gpt":0.5229777948017964,"score_spread":0.45809016560190685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413392043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90285844,0.008273089,0.011223611,0.06888816,0.002179856,0.0037662426,0.000021744643,0.000024921253,0.0027639514],"genre_scores_gemma":[0.96049273,0.004316463,0.030201577,0.0028302462,0.0019942776,0.000053931748,0.000041693434,0.000053780735,0.000015294952],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9812267,0.0022513424,0.010084155,0.00087523134,0.0049709897,0.00059157365],"domain_scores_gemma":[0.979773,0.007767167,0.0046685385,0.00060406205,0.0061192247,0.001068052],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.037828628,0.00046772408,0.0038802347,0.0009720097,0.000065504755,0.000006732131,0.0007346374,0.00060506415,0.0002385376],"category_scores_gemma":[0.076085456,0.00032917786,0.00048677812,0.0014736854,0.0035329727,0.00037639966,0.00027157651,0.0020662448,0.0000010504856],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019986793,0.0015420663,0.06811762,0.0010704898,0.0024700682,0.00013828195,0.000694963,0.00002398148,0.00006157122,0.001219651,0.0007915076,0.903883],"study_design_scores_gemma":[0.10917839,0.026893584,0.7891344,0.0062132836,0.008906319,0.00019543472,0.015930027,0.030296559,0.0001919388,0.002391432,0.010251152,0.0004175078],"about_ca_topic_score_codex":0.00013822918,"about_ca_topic_score_gemma":0.000027106224,"teacher_disagreement_score":0.9034655,"about_ca_system_score_codex":0.00028334107,"about_ca_system_score_gemma":0.00035228574,"threshold_uncertainty_score":0.999916},"labels":[],"label_agreement":null},{"id":"W4413421832","doi":"10.1016/j.sleep.2025.106745","title":"The association between insomnia, chronotype, and positive airway pressure adherence in children and adolescents","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; SickKids Foundation; Hospital for Sick Children; University of Toronto; BC Children's Hospital","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; University of British Columbia; Physicians' Services Incorporated Foundation; Sleep Research Society Foundation; Muscular Dystrophy Canada; BC Children's Hospital; American Academy of Sleep Medicine; Defeat Duchenne Canada; Osteoporosis Canada","keywords":"Chronotype; Association (psychology); Insomnia; Medicine; Clinical psychology; Positive airway pressure; Internal medicine; Psychology; Psychiatry; Circadian rhythm; Psychotherapist; Obstructive sleep apnea","score_opus":0.005969009422661228,"score_gpt":0.28050669889436225,"score_spread":0.27453768947170104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413421832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858019,0.0056848456,0.000059034035,0.005204427,0.00012806656,0.0010930172,0.000022752562,0.000024692805,0.0019812807],"genre_scores_gemma":[0.9984173,0.00035367376,0.000023950694,0.00022241802,0.00020412588,0.00001838885,0.000032589793,0.0000114340955,0.0007160759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985275,0.00013884324,0.00026493918,0.0003232212,0.00042325867,0.0003222308],"domain_scores_gemma":[0.9991312,0.00028844373,0.00008751803,0.00021282336,0.00015790794,0.00012210725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006426204,0.00014861295,0.00032289492,0.00017672671,0.00013759962,0.000018575043,0.00010985444,0.00012851505,0.000018022056],"category_scores_gemma":[0.0008547952,0.00010033415,0.000019356628,0.00038983615,0.00028509967,0.000072757706,0.00013569013,0.00048833725,0.0000055232695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116806776,0.00003109304,0.9149354,0.000048281603,0.00023319156,0.0000027522667,0.00019842578,2.064077e-7,0.0003231982,0.00015864467,0.0002536487,0.083698325],"study_design_scores_gemma":[0.004312789,0.00029913348,0.9934288,0.0004931412,0.00025044574,0.0000041434014,0.00009906351,0.00010805473,0.00041404698,0.0001674011,0.0003492023,0.00007374965],"about_ca_topic_score_codex":0.00039059852,"about_ca_topic_score_gemma":0.000087407774,"teacher_disagreement_score":0.08362457,"about_ca_system_score_codex":0.00016774819,"about_ca_system_score_gemma":0.000034776953,"threshold_uncertainty_score":0.4091508},"labels":[],"label_agreement":null},{"id":"W4413432235","doi":"10.1002/ppul.71228","title":"Preliminary Estimates of the Diagnostic Accuracy of Video Clips for Obstructive Sleep Apnea in Children","year":2025,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; CLIPS; Obstructive sleep apnea; Sleep apnea; Apnea; Sleep (system call); Pediatrics; Internal medicine; Surgery","score_opus":0.010272906329143813,"score_gpt":0.29555323898265395,"score_spread":0.28528033265351016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413432235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934254,0.0021397031,0.0008172605,0.00094464526,0.0003029465,0.0019919735,0.00006480226,0.000020188514,0.00029303055],"genre_scores_gemma":[0.9978747,0.00012309455,0.0015285219,0.0000425927,0.00012186733,0.0002445302,0.000020019772,0.000019529169,0.000025143923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983036,0.00011018224,0.00059771544,0.00038156615,0.00019509673,0.00041183442],"domain_scores_gemma":[0.9939893,0.0048804977,0.00028407937,0.0005402774,0.0002538095,0.00005204259],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00026324874,0.00018039867,0.0005514265,0.0005548788,0.000051621017,0.0000037516738,0.0004121358,0.00021359923,0.000024123377],"category_scores_gemma":[0.013727599,0.00013911976,0.00016738074,0.0009988991,0.00032952594,0.00007280589,0.0003307833,0.00035484007,0.000003818074],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056798605,0.0002937497,0.97367287,0.0003195263,0.00013251003,0.00000403683,0.00011740615,0.000045325596,0.00064643094,0.00091080857,0.00007725554,0.023212094],"study_design_scores_gemma":[0.0019934997,0.0003936138,0.98328483,0.00002532622,0.00037732793,0.00003138367,0.00009508387,0.001399768,0.0064878347,0.005806348,0.00001490938,0.00009007148],"about_ca_topic_score_codex":0.0001277302,"about_ca_topic_score_gemma":0.0000076552,"teacher_disagreement_score":0.023122022,"about_ca_system_score_codex":0.000100698744,"about_ca_system_score_gemma":0.00015071571,"threshold_uncertainty_score":0.9945802},"labels":[],"label_agreement":null},{"id":"W4413621393","doi":"10.1097/mcp.0000000000001208","title":"Glucagon-like peptide-1 receptor agonists for the treatment of obstructive sleep apnea","year":2025,"lang":"en","type":"article","venue":"Current Opinion in Pulmonary Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; LivaNova; Eli Lilly and Company","keywords":"Medicine; Obstructive sleep apnea; Incretin; Continuous positive airway pressure; Glucagon-like peptide 1 receptor; Ghrelin; Internal medicine; Positive airway pressure; Endocrinology; Hormone; Receptor; Type 2 diabetes; Agonist; Diabetes mellitus","score_opus":0.05632017446921914,"score_gpt":0.3816813348688731,"score_spread":0.32536116039965396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413621393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40167275,0.33378038,0.021300241,0.060777064,0.13523279,0.033139475,0.0007755205,0.00045262772,0.012869163],"genre_scores_gemma":[0.97946143,0.012358654,0.0007613932,0.000100849196,0.0029127449,0.0019466502,0.0008162074,0.00008471083,0.0015573464],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973871,0.000121937774,0.00080357154,0.0006040329,0.00056951825,0.0005138169],"domain_scores_gemma":[0.99738413,0.0011175495,0.00019914377,0.0007327839,0.00040157046,0.0001648344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004187482,0.00035764766,0.00077084155,0.0005313692,0.00014959213,0.000007800584,0.000299082,0.0001257073,0.00019306656],"category_scores_gemma":[0.00039028097,0.0002247231,0.0002291127,0.0009665157,0.0007782771,0.00008165698,0.00007468423,0.0003042513,0.000012821988],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036237005,0.0023960469,0.07057184,0.00204582,0.0005181642,0.000007554634,0.0015442593,0.000027734195,0.0037184113,0.0038824792,0.005360593,0.9063034],"study_design_scores_gemma":[0.014367367,0.003898848,0.2209529,0.0023022296,0.0004000397,0.000051371328,0.0043071792,0.012689271,0.0028858243,0.0014766552,0.73625493,0.0004133707],"about_ca_topic_score_codex":0.000079462705,"about_ca_topic_score_gemma":0.000003336825,"teacher_disagreement_score":0.90589005,"about_ca_system_score_codex":0.00054649985,"about_ca_system_score_gemma":0.00012842355,"threshold_uncertainty_score":0.9163942},"labels":[],"label_agreement":null},{"id":"W4413735796","doi":"10.18282/po4747","title":"Obstructive Sleep Apnea Hypopnea Syndrome: A Comparative Study of Cardiopulmonary Exercise Testing Outcomes","year":2025,"lang":"zh","type":"article","venue":"Psycho-Oncologie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cegep de Saint Hyacinthe","funders":"","keywords":"Medicine; Hypopnea; Obstructive sleep apnea; Cardiology; Polysomnography; Physical therapy; Internal medicine; Apnea","score_opus":0.08503928056103126,"score_gpt":0.3887478896666377,"score_spread":0.30370860910560643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413735796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9166195,0.004509378,0.00021900526,0.00052154454,0.0049187266,0.007957555,0.00015849085,0.00026692776,0.06482892],"genre_scores_gemma":[0.99509263,0.00006611486,0.0023977465,0.00008151299,0.00021628392,0.00087093574,0.000028730092,0.00010403396,0.0011419967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99050283,0.001279885,0.0022742637,0.0021918537,0.0019270821,0.0018240707],"domain_scores_gemma":[0.98918086,0.0051825237,0.00093361345,0.0023314357,0.0018225204,0.0005490727],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0014440235,0.0012776882,0.0043033613,0.0014059065,0.00057780475,0.00009867664,0.0015140905,0.00068555144,0.00020162218],"category_scores_gemma":[0.003310736,0.001154666,0.0006534415,0.004128423,0.0014012118,0.00036638213,0.0012062049,0.0021802569,0.00022787414],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027161129,0.009333342,0.887191,0.0008671925,0.0053529684,0.001742977,0.009762385,0.00024181114,0.0017303117,0.0002571585,0.00031485807,0.080489874],"study_design_scores_gemma":[0.0118160425,0.005419027,0.86143553,0.0006504483,0.002464569,0.00011068676,0.11347827,0.0017498968,0.0004500796,0.0015443147,0.000094330535,0.00078682014],"about_ca_topic_score_codex":0.00053917425,"about_ca_topic_score_gemma":0.000049972376,"teacher_disagreement_score":0.10371588,"about_ca_system_score_codex":0.0017907921,"about_ca_system_score_gemma":0.0005299594,"threshold_uncertainty_score":0.9999975},"labels":[],"label_agreement":null},{"id":"W4413780526","doi":"10.1183/13993003.00201-2025","title":"Respiratory event-related physiological biomarkers and cognitive performance in obstructive sleep apnoea","year":2025,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; University of Ottawa; University of Saskatchewan; Université Laval; Providence Health Care; University of Manitoba; Royal Ottawa Mental Health Centre; Foothills Medical Centre; University of Calgary; Hotchkiss Brain Institute; University of British Columbia","funders":"Canadian Institutes of Health Research; Mitacs; Canadian Lung Association","keywords":"Medicine; Obstructive sleep apnea; Heart rate variability; Montreal Cognitive Assessment; Polysomnography; Cardiology; Internal medicine; Photoplethysmogram; Heart rate; Cognition; Audiology; Apnea; Dementia; Psychiatry; Blood pressure; Disease","score_opus":0.027380780917694737,"score_gpt":0.3070984533007137,"score_spread":0.279717672383019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413780526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9713424,0.0028126952,0.00012559527,0.00011779562,0.00032019836,0.00048650967,0.000006714373,0.000051662075,0.024736468],"genre_scores_gemma":[0.9984238,0.00005969797,0.00010929434,0.0010264438,0.00017210304,0.000009104479,0.0000029624425,0.00004570618,0.0001508457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960838,0.0014552086,0.00079601386,0.00057797343,0.00048064234,0.00060635945],"domain_scores_gemma":[0.99857527,0.00018752566,0.0002307751,0.0002757763,0.0003782149,0.00035244125],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019231394,0.00032681794,0.0004681962,0.00086595415,0.0003304377,0.00007947786,0.00023974478,0.00013446287,0.00019161009],"category_scores_gemma":[0.0009350529,0.00027340295,0.00014265873,0.00087744324,0.0006835556,0.00028887394,0.00026105155,0.001664518,0.00010590281],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025852188,0.000383354,0.66248024,0.0001990299,0.000934442,0.002878011,0.000550864,0.000020262034,0.060106184,0.00030235405,0.00035959424,0.26920044],"study_design_scores_gemma":[0.006069639,0.000822059,0.98628294,0.0005373146,0.00009488821,0.00019874603,0.00068396365,0.00019450871,0.0024429476,0.00009313061,0.0023309272,0.00024891787],"about_ca_topic_score_codex":0.0000011085784,"about_ca_topic_score_gemma":0.0000012899837,"teacher_disagreement_score":0.3238027,"about_ca_system_score_codex":0.0002664636,"about_ca_system_score_gemma":0.00015702467,"threshold_uncertainty_score":0.9999718},"labels":[],"label_agreement":null},{"id":"W4413835463","doi":"10.1016/j.chest.2025.08.001","title":"OSA in Women","year":2025,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Aging; National Institute on Aging; National Heart, Lung, and Blood Institute; American Sleep Medicine Foundation; American Academy of Sleep Medicine Foundation; U.S. Department of Veterans Affairs","keywords":"Obstructive sleep apnea; Sleep apnea; Sleep (system call); Medicine; Gerontology; Audiology; Internal medicine; Computer science","score_opus":0.054672225781123476,"score_gpt":0.4020846990457057,"score_spread":0.34741247326458224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413835463","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000034528086,0.9911287,0.000018874876,0.00012324205,0.00034780035,0.00041670207,0.0000059750505,0.000011438737,0.007912752],"genre_scores_gemma":[0.0000085765005,0.99684674,0.00027921595,0.000044959346,0.00060100836,0.00005160271,0.000007764421,0.00003339295,0.0021267424],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980326,0.00018183303,0.00059359067,0.0002390611,0.00042032916,0.0005325733],"domain_scores_gemma":[0.9988913,0.00021244223,0.00017652297,0.00029026676,0.00010931329,0.00032013404],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00080971513,0.00025804722,0.0015595921,0.0009083952,0.00005151676,0.00005540361,0.00027409365,0.00027287347,0.00074608135],"category_scores_gemma":[0.00071762403,0.00018878677,0.00034159145,0.0007086512,0.000072183044,0.000053454543,0.000118615426,0.0024301996,0.00016478247],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017217617,0.000065533764,0.000057237274,0.030972641,0.0001586642,0.00086934475,0.00006688308,1.6995164e-8,5.3872054e-7,0.000016025135,0.0003150768,0.9674608],"study_design_scores_gemma":[0.00063520216,0.000067280926,0.00020219166,0.023779957,0.00017547995,0.0014726544,0.000066930515,5.141373e-7,0.0000010314224,0.000076236225,0.9733944,0.00012811397],"about_ca_topic_score_codex":0.0000014173935,"about_ca_topic_score_gemma":7.050809e-7,"teacher_disagreement_score":0.9730793,"about_ca_system_score_codex":0.0017010573,"about_ca_system_score_gemma":0.0010189784,"threshold_uncertainty_score":0.99987125},"labels":[],"label_agreement":null},{"id":"W4413842175","doi":"10.5664/jcsm.11852","title":"Autonomic responses to respiratory events and risk of chronic kidney disease in obstructive sleep apnea","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; University of Saskatchewan; Université Laval; University of Ottawa; Ottawa Hospital; Foothills Medical Centre; University of Calgary; Hotchkiss Brain Institute; University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Kidney disease; Sleep apnea; Sleep (system call); Respiratory system; Apnea; Disease; Internal medicine; Cardiology; Intensive care medicine","score_opus":0.0383921332252799,"score_gpt":0.4078377136907223,"score_spread":0.3694455804654424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413842175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864131,0.002921832,0.0007888709,0.007657334,0.0011813083,0.0006447527,0.00002691944,0.00001056552,0.00035527267],"genre_scores_gemma":[0.9966294,0.00045680098,0.0005459483,0.0012386545,0.0009479894,0.000009920995,0.0000024086596,0.0000268258,0.00014202487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942739,0.0010487925,0.0029394508,0.00044364773,0.00087637437,0.00041782588],"domain_scores_gemma":[0.99323124,0.0029844202,0.0010371115,0.000542108,0.00069807045,0.0015070797],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0058374726,0.0002670463,0.0016432789,0.0011649576,0.000057749385,0.0000064590486,0.00035431076,0.00020461278,0.00018425024],"category_scores_gemma":[0.04624715,0.00019516257,0.00029643768,0.00080207404,0.000728596,0.00015182988,0.000220317,0.0014632937,0.000008352948],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013748692,0.00046211286,0.86185527,0.00019322262,0.00060016767,0.00023935546,0.00013826482,0.000042745447,0.00088476256,0.00014866322,0.00043480968,0.121251926],"study_design_scores_gemma":[0.013936587,0.0036496404,0.9731928,0.0011038367,0.00073336135,0.000017982338,0.00017564364,0.0011204341,0.0002739339,0.0010284067,0.0046369545,0.00013042234],"about_ca_topic_score_codex":0.000055335182,"about_ca_topic_score_gemma":0.000017581864,"teacher_disagreement_score":0.1211215,"about_ca_system_score_codex":0.00042398483,"about_ca_system_score_gemma":0.00087718555,"threshold_uncertainty_score":0.9617867},"labels":[],"label_agreement":null},{"id":"W4413853237","doi":"10.1111/jsr.70173","title":"Evaluating the Effect of a Sleep Prehabilitation Intervention in Patients Awaiting Elective Surgery: Protocol for a Single‐Blind Randomised Trial","year":2025,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Cancer Foundation; University of Calgary; University of Toronto; Alberta Health Services; University Health Network","funders":"Oxford Academic Health Science Centre","keywords":"Prehabilitation; Single blind; Medicine; Protocol (science); Intervention (counseling); Randomized controlled trial; Physical therapy; Surgery; Alternative medicine; Psychiatry","score_opus":0.12350582832398363,"score_gpt":0.511571027382642,"score_spread":0.38806519905865844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413853237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83287305,0.000024476776,0.00033456355,0.00030220108,0.00013255686,0.16618618,0.000002657314,0.000004111542,0.00014018892],"genre_scores_gemma":[0.9357579,3.3507874e-7,0.00036204635,0.0000041164985,0.00018419836,0.06364305,0.0000031842167,0.000022319722,0.000022874512],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.991007,0.0045719217,0.001589126,0.00027498647,0.0020469849,0.0005099859],"domain_scores_gemma":[0.9767741,0.01822907,0.0007171501,0.00026100158,0.003922542,0.000096132986],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03520005,0.00016211397,0.00077600963,0.0017213313,0.00016490566,0.00006457276,0.00025850078,0.00013011596,0.000040112038],"category_scores_gemma":[0.06568219,0.00010377881,0.0005833011,0.0015693995,0.0002386612,0.00024125697,0.00010992064,0.0010582458,0.0000010849568],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7137609,0.0011012835,0.046154395,0.0013272181,0.0003583746,0.0000034619493,0.00057317544,0.000060369817,0.011203543,0.000013824042,0.00003779489,0.22540565],"study_design_scores_gemma":[0.81552726,0.060791332,0.052523416,0.0026750504,0.00018929163,0.0000066611397,0.00074201263,0.012571549,0.05412669,0.0006981311,0.000023282113,0.00012534922],"about_ca_topic_score_codex":0.000031544627,"about_ca_topic_score_gemma":0.0000132795385,"teacher_disagreement_score":0.2252803,"about_ca_system_score_codex":0.0010807405,"about_ca_system_score_gemma":0.00031830976,"threshold_uncertainty_score":0.9934646},"labels":[],"label_agreement":null},{"id":"W4413977400","doi":"10.5664/jcsm.11878","title":"Does opioid-related central sleep apnea independently cause increased daytime sleepiness?","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Excessive daytime sleepiness; Sleep apnea; Daytime; Polysomnography; Sleep (system call); Opioid; Obstructive sleep apnea; Apnea; Anesthesia; Audiology; Psychiatry; Insomnia; Internal medicine; Sleep disorder","score_opus":0.031091032883045253,"score_gpt":0.39172357794178897,"score_spread":0.3606325450587437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413977400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9485597,0.0017154466,0.0029407353,0.027860781,0.010028276,0.001120831,0.000020352047,0.00010791807,0.007645956],"genre_scores_gemma":[0.9914402,0.00038274017,0.00075938745,0.0027100733,0.0032628763,0.0000095610085,0.000035905727,0.00006775333,0.0013315218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9899863,0.0008763028,0.0050227223,0.0006961472,0.0023552077,0.001063298],"domain_scores_gemma":[0.9909864,0.0028491525,0.0016615093,0.00094372965,0.0018774521,0.001681774],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005768529,0.0005522359,0.0027768507,0.0010341785,0.00017277188,0.00004285834,0.0008713961,0.00074431277,0.0028892274],"category_scores_gemma":[0.019140288,0.00030199473,0.00085831434,0.001458425,0.0012073797,0.00037520938,0.00029550103,0.0035569358,0.00008454693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0071481545,0.0023203017,0.76087755,0.0004322709,0.005297296,0.0035447308,0.00033707797,0.000034716493,0.0029173107,0.00087611325,0.005081767,0.21113272],"study_design_scores_gemma":[0.04017932,0.0035263267,0.92281127,0.0013031214,0.0033332366,0.0005593465,0.0006498606,0.0050242255,0.001358088,0.0024316823,0.018359216,0.00046430813],"about_ca_topic_score_codex":0.0001327544,"about_ca_topic_score_gemma":0.000024381858,"teacher_disagreement_score":0.21066841,"about_ca_system_score_codex":0.00035147998,"about_ca_system_score_gemma":0.00047801094,"threshold_uncertainty_score":0.9999432},"labels":[],"label_agreement":null},{"id":"W4414098749","doi":"10.3390/psychiatryint6030111","title":"Efficacy and Safety of Glucagon-like Peptide-1 Receptor Agonists for Treatment of Obstructive Sleep Apnea: A Systematic Review and Meta-Analysis of Randomized Controlled Trials","year":2025,"lang":"en","type":"article","venue":"Psychiatry International","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Western University; Centre for Addiction and Mental Health; Ottawa Hospital; University of Toronto; University of Ottawa","funders":"","keywords":"Obstructive sleep apnea; Randomized controlled trial; Placebo; Meta-analysis; Adverse effect; Strictly standardized mean difference; Respiratory disturbance index; Continuous positive airway pressure; Subgroup analysis","score_opus":0.03641209226764913,"score_gpt":0.37313528561350395,"score_spread":0.3367231933458548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414098749","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16842376,0.66692585,0.02442349,0.028726554,0.003002739,0.0992255,0.0051347157,0.00006802916,0.0040693637],"genre_scores_gemma":[0.9750065,0.0057407306,0.01352637,0.00023697063,0.000077995006,0.003650966,0.00027753168,0.000031482876,0.0014514478],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99524486,0.00091018964,0.0028818846,0.00034400317,0.0004869236,0.00013214163],"domain_scores_gemma":[0.9912123,0.005545926,0.0018409623,0.00033465805,0.0009974348,0.000068718204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032851542,0.00025409836,0.012581388,0.0006950029,0.000034250912,0.000011753639,0.00013527507,0.00007648269,0.00029058394],"category_scores_gemma":[0.0060011595,0.00014787565,0.003388142,0.0004013757,0.00027205318,0.000046925554,0.00003744086,0.00005126044,4.5615863e-7],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.12756494,0.0006836241,0.00054613897,0.037361063,0.82278204,2.7759214e-7,0.00022013849,0.0000083052655,0.00041742245,0.010201966,0.000034328874,0.00017977062],"study_design_scores_gemma":[0.23126024,0.00027368215,0.0006240299,0.0010734427,0.7645586,0.0000032336382,0.00016982933,0.0012397384,0.00033851687,0.00035356716,0.000015092058,0.0000899928],"about_ca_topic_score_codex":0.000029479892,"about_ca_topic_score_gemma":0.00000930951,"teacher_disagreement_score":0.80658275,"about_ca_system_score_codex":0.000084320665,"about_ca_system_score_gemma":0.000081525184,"threshold_uncertainty_score":0.86003846},"labels":[],"label_agreement":null},{"id":"W4414161647","doi":"10.46747/cfp.7109571","title":"Tranexamic acid solution for nosebleeds","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Doug Bragg Enterprises (Canada); College of Family Physicians of Canada; Élisabeth Bruyère Hospital","funders":"","keywords":"Tranexamic acid; MEDLINE; Blood loss; Intravenous route; Randomized controlled trial","score_opus":0.023263449123483652,"score_gpt":0.2881955036274292,"score_spread":0.2649320545039455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414161647","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20706917,0.0020960092,0.01584043,0.010283309,0.0015075657,0.0040426,0.00040824266,0.00019467967,0.758558],"genre_scores_gemma":[0.9651509,0.000004937353,0.0004718407,0.032672487,0.00023519045,0.000111822425,0.0001165345,0.000030566465,0.0012057286],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987437,0.000023241295,0.0001551737,0.00030162014,0.00016036912,0.0006158668],"domain_scores_gemma":[0.999049,0.000039266164,0.000022720067,0.00032851874,0.00019309329,0.0003673943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107369124,0.00014813436,0.00024381849,0.00044793793,0.00019225887,0.000026703767,0.00014367606,0.000102817794,0.000004916152],"category_scores_gemma":[0.00003059507,0.00015920715,0.00013284109,0.0005220202,0.00011678757,0.000079257494,0.000012281996,0.00019523938,0.000078471014],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014951814,0.00008201286,0.00039923412,0.00024602687,0.0002966509,0.00002944196,0.00007222515,0.0000043680916,0.4032146,0.010606378,0.022728786,0.56217074],"study_design_scores_gemma":[0.012032431,0.0010308087,0.21023656,0.000529612,0.00080129894,0.000004946237,0.001971396,0.018327925,0.10682575,0.007992422,0.6390822,0.0011646743],"about_ca_topic_score_codex":0.004381718,"about_ca_topic_score_gemma":0.0067210468,"teacher_disagreement_score":0.75808173,"about_ca_system_score_codex":0.00080173736,"about_ca_system_score_gemma":0.00067396095,"threshold_uncertainty_score":0.6623876},"labels":[],"label_agreement":null},{"id":"W4414277730","doi":"10.24875/rmf.24000195","title":"Deterioro cognitivo y funcionalidad familiar en pacientes con apnea obstructiva del sueño","year":2025,"lang":"es","type":"article","venue":"Revista Mexicana de Medicina Familiar","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Cognition; Sleep apnea; Apnea; Test (biology)","score_opus":0.013997283290316482,"score_gpt":0.3100650849506579,"score_spread":0.2960678016603414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414277730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9109274,0.025127927,0.010811221,0.005614649,0.0023218591,0.0042606397,0.0008887889,0.00042219047,0.039625283],"genre_scores_gemma":[0.98353815,0.0068020443,0.0010792062,0.0027270482,0.001278632,0.00022546737,0.00026600622,0.00021576503,0.003867651],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9884023,0.0018321014,0.002034791,0.0022104846,0.0027991054,0.0027211998],"domain_scores_gemma":[0.9912181,0.00301228,0.0005353029,0.0021269158,0.0014990058,0.0016084214],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0033062904,0.0014571173,0.0026275655,0.0013930142,0.0006470035,0.00029754685,0.0013793382,0.0009376815,0.0006501386],"category_scores_gemma":[0.008879453,0.0013530174,0.00067056,0.0025978154,0.002504016,0.00033167022,0.00076458615,0.002450271,0.00050135836],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002385163,0.0011644498,0.3765175,0.010730309,0.0036319755,0.0029459877,0.002033937,0.0000050979424,0.13091466,0.054730747,0.007973066,0.4069671],"study_design_scores_gemma":[0.016918112,0.0028529766,0.5872949,0.013626768,0.0061872443,0.0006191379,0.021910563,0.007900045,0.02299926,0.0019661128,0.31474316,0.002981767],"about_ca_topic_score_codex":0.0014905024,"about_ca_topic_score_gemma":0.000035419238,"teacher_disagreement_score":0.40398535,"about_ca_system_score_codex":0.0027193245,"about_ca_system_score_gemma":0.0019104903,"threshold_uncertainty_score":0.9998511},"labels":[],"label_agreement":null},{"id":"W4414354361","doi":"10.1002/ppul.71304","title":"Pediatric Sleep‐Disordered Breathing Year in Review 2024","year":2025,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Fleurimont; Montreal Children's Hospital","funders":"","keywords":"Breathing; MEDLINE; Respiratory disease; El Niño","score_opus":0.012887046213942125,"score_gpt":0.3130212897140812,"score_spread":0.3001342435001391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414354361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71842676,0.20688252,0.00049269915,0.014486593,0.0018562404,0.002524555,0.000021890612,0.00024418783,0.055064548],"genre_scores_gemma":[0.8954541,0.09593307,0.0014363867,0.0016708913,0.0011748732,0.00027567125,0.000046416848,0.00006455647,0.0039439974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759984,0.00018994413,0.00060319446,0.0006136971,0.00029860935,0.00069470116],"domain_scores_gemma":[0.99877656,0.00026225907,0.00010584273,0.0005660554,0.00015282794,0.00013647867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057419285,0.0002395158,0.0006626997,0.0013240863,0.00006098572,0.00001379095,0.00030097747,0.00026823586,0.0007184118],"category_scores_gemma":[0.0012312512,0.00023080767,0.00014569525,0.002797396,0.00006393135,0.00009339799,0.00025551178,0.00088710256,0.00055348984],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009875748,0.00028643955,0.9663743,0.0030828784,0.00004779098,0.00034925214,0.000047596677,0.0000024287358,0.000041093892,0.00082801236,0.007831253,0.021010218],"study_design_scores_gemma":[0.005998392,0.00040283208,0.9687144,0.00025647358,0.0014246529,0.00023152263,0.00019376194,0.0006147378,0.00004758672,0.0031584194,0.018286692,0.00067052845],"about_ca_topic_score_codex":0.00009550659,"about_ca_topic_score_gemma":0.000015960843,"teacher_disagreement_score":0.17702736,"about_ca_system_score_codex":0.00023387981,"about_ca_system_score_gemma":0.00021545784,"threshold_uncertainty_score":0.94120634},"labels":[],"label_agreement":null},{"id":"W4414420677","doi":"10.1007/s44202-025-00428-2","title":"Understanding the relationship between obstructive sleep apnea and comorbid neurocognitive and affective disorders in older adults","year":2025,"lang":"en","type":"article","venue":"Discover Psychology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Obstructive sleep apnea; Neurocognitive; Context (archaeology); Comorbidity; Cognition; Operationalization; Affect (linguistics); Narrative review; Terminology","score_opus":0.05012023608169844,"score_gpt":0.36133132014174085,"score_spread":0.3112110840600424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414420677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9717654,0.0002549965,0.011335518,0.0045027994,0.00016634395,0.0012983618,0.000026502394,0.000020654948,0.0106294155],"genre_scores_gemma":[0.99933887,0.000024046554,0.000042657954,0.00039390463,0.00003637491,0.00008013883,0.000019483286,0.000019714016,0.000044791854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984281,0.00032418783,0.00021183195,0.00054800184,0.00015803591,0.0003298351],"domain_scores_gemma":[0.9976194,0.0019619642,0.00005951181,0.00024276577,0.000041174964,0.0000751642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002325706,0.00018656014,0.00028846992,0.0003506594,0.00017081824,0.000029933593,0.000090297704,0.0001428358,0.000016162585],"category_scores_gemma":[0.00057230354,0.00014470493,0.00004412839,0.0005642359,0.00082691415,0.0001515792,0.00012148593,0.0006685579,0.000004515131],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055381726,0.000070849994,0.97692704,0.000051013558,0.000101593825,0.0000098575465,0.0022125966,6.8624263e-7,0.000024426176,0.008722243,0.000021385573,0.0113044605],"study_design_scores_gemma":[0.004758867,0.0001786766,0.9614515,0.00008130335,0.00007383398,0.000017113463,0.0059729763,0.00011208662,0.000018422552,0.027205959,0.000015717496,0.000113568974],"about_ca_topic_score_codex":0.000080542304,"about_ca_topic_score_gemma":0.0003034535,"teacher_disagreement_score":0.027573481,"about_ca_system_score_codex":0.00011941433,"about_ca_system_score_gemma":0.000019343306,"threshold_uncertainty_score":0.59008956},"labels":[],"label_agreement":null},{"id":"W4414491135","doi":"10.1016/j.smrv.2025.102165","title":"Efficacy of mandibular advancement appliances with varying designs in the management of obstructive sleep apnea in children: A systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Université de Montréal","funders":"Shandong University","keywords":"Obstructive sleep apnea; Randomized controlled trial; Cochrane Library; MEDLINE; Oral appliance; Meta-analysis; Oxygen saturation; Research design","score_opus":0.05069390219368168,"score_gpt":0.3547289106783699,"score_spread":0.30403500848468823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414491135","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005373109,0.9636829,0.008542992,0.0021380887,0.000017297461,0.018903974,0.00000796369,0.000009505676,0.0013241514],"genre_scores_gemma":[0.8017288,0.18421409,0.008116127,0.001316146,0.000025333655,0.004371501,0.000061406514,0.00004066649,0.00012593748],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99566615,0.00081396574,0.0018539709,0.0005485622,0.0007926753,0.00032467686],"domain_scores_gemma":[0.9977288,0.00031378958,0.00070507446,0.0010445006,0.00013665656,0.00007118376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036168334,0.00036346898,0.004847188,0.00068551203,0.000037502454,0.00000529184,0.00038613053,0.00004637771,0.000108625696],"category_scores_gemma":[0.00023359277,0.00017618344,0.00040277693,0.0038174288,0.0003247133,0.00007302194,0.0001018687,0.00029297778,0.0000022486572],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000309219,0.000724772,0.01709378,0.806635,0.15891744,0.00007759806,0.0010958287,0.00009356613,0.00007578995,0.0024926967,0.000016301645,0.012467982],"study_design_scores_gemma":[0.0056233597,0.00058474136,0.028095553,0.046022933,0.91761756,0.00004411827,0.0011124847,0.00023585085,0.00014228227,0.000117006944,0.000100505495,0.00030362935],"about_ca_topic_score_codex":0.00005274055,"about_ca_topic_score_gemma":0.0000137617935,"teacher_disagreement_score":0.79635566,"about_ca_system_score_codex":0.00009775791,"about_ca_system_score_gemma":0.000012695452,"threshold_uncertainty_score":0.7184552},"labels":[],"label_agreement":null},{"id":"W4414571526","doi":"10.1016/j.sleepx.2025.100150","title":"The benefit of KidsO2 ring as a pre-screening device in pediatric obstructive sleep apnea","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine X","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Ring (chemistry); Supine position; Expediting; Sleep apnea","score_opus":0.015953951513701367,"score_gpt":0.3177867034404108,"score_spread":0.30183275192670944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414571526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94554865,0.0055106045,0.0028419462,0.0046609854,0.0007328698,0.0014489476,0.000006071357,0.000080684644,0.039169263],"genre_scores_gemma":[0.9972907,0.00018770121,0.0008475104,0.00029133426,0.00048680548,0.000103140286,0.000014368906,0.00004297069,0.00073549995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99645936,0.00014431302,0.0009315531,0.0006046675,0.0010881929,0.0007718927],"domain_scores_gemma":[0.99689716,0.0012552508,0.00025247494,0.0008217868,0.0005293849,0.0002439315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011583526,0.00034071342,0.00073977705,0.0008723175,0.00021070102,0.000017441454,0.0005224515,0.0001789393,0.00013623176],"category_scores_gemma":[0.002911583,0.00023955859,0.00014238794,0.0023462544,0.000500182,0.00014077249,0.0003322049,0.0009220185,0.00001533906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017483626,0.00021596285,0.6781057,0.0007600906,0.0004902248,0.00013932984,0.0025505205,0.0003172915,0.0027910662,0.013780834,0.00012890209,0.29897168],"study_design_scores_gemma":[0.008250199,0.00075383566,0.96426547,0.00051533984,0.00061910367,0.00005641047,0.004961981,0.011229637,0.004031635,0.003381733,0.0016341739,0.00030047348],"about_ca_topic_score_codex":0.0005322031,"about_ca_topic_score_gemma":0.00014849815,"teacher_disagreement_score":0.29867122,"about_ca_system_score_codex":0.00024424863,"about_ca_system_score_gemma":0.0000874247,"threshold_uncertainty_score":0.9768916},"labels":[],"label_agreement":null},{"id":"W4414625660","doi":"","title":"Sleep Goal Index (SGI) - A new success outcome criteria on 618 OSA patients.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Outcome (game theory); Index (typography); Sleep (system call); Measure (data warehouse); Polysomnography","score_opus":0.027821923769531402,"score_gpt":0.32245819693316397,"score_spread":0.29463627316363256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414625660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95296067,0.00006559908,0.00035756195,0.004625808,0.0013463298,0.0021602116,0.000025632273,0.00013309662,0.038325116],"genre_scores_gemma":[0.9918018,0.0000019728172,0.00007849109,0.0013925867,0.00025223603,0.0005882545,0.00003933594,0.000031419357,0.0058138925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976414,0.00008721769,0.0003872983,0.00047525906,0.000667643,0.0007412207],"domain_scores_gemma":[0.99863064,0.00013200162,0.00006570175,0.0005540799,0.0001962359,0.0004213511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000299425,0.00022249788,0.0003950842,0.00044142225,0.000083973326,0.00007590884,0.00028251729,0.00014527272,0.00034522644],"category_scores_gemma":[0.0010218673,0.00019209895,0.00012805054,0.00059975655,0.00010567351,0.00014094214,0.00020539675,0.00044244394,0.000108302345],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053314725,0.00024724315,0.6874895,0.00007663587,0.00011481496,0.00002365436,0.000039968258,7.508859e-7,0.000025235675,0.0004390367,0.0021839545,0.30882606],"study_design_scores_gemma":[0.0044767214,0.000086620676,0.9856872,0.000015768932,0.000059903723,0.0000018687566,0.000024885798,0.00011868621,0.0009905961,0.00029882253,0.008091146,0.00014775974],"about_ca_topic_score_codex":0.00020124734,"about_ca_topic_score_gemma":0.000027271184,"teacher_disagreement_score":0.3086783,"about_ca_system_score_codex":0.00038591583,"about_ca_system_score_gemma":0.000042975324,"threshold_uncertainty_score":0.7833568},"labels":[],"label_agreement":null},{"id":"W4414658418","doi":"10.1513/annalsats.202506-579oc","title":"Predicting the presence and severity of obstructive sleep apnea with optical coherence tomography","year":2025,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"Research to Prevent Blindness","keywords":"Obstructive sleep apnea; Optical coherence tomography; Biomarker; Sleep apnea; Disease; Severity of illness","score_opus":0.037182515179300595,"score_gpt":0.367186469017213,"score_spread":0.3300039538379124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414658418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930635,0.00037393396,0.0007178706,0.0040832893,0.000041636078,0.0005661856,0.000025642541,0.00002178652,0.0011061499],"genre_scores_gemma":[0.99613994,0.00006020093,0.0032000504,0.00048548196,0.000026011108,0.00002790017,9.816816e-7,0.000011733902,0.00004772299],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983579,0.00019448038,0.00026387483,0.00030560323,0.0005679182,0.00031025594],"domain_scores_gemma":[0.99769473,0.0007324871,0.00032395835,0.00063616934,0.00052957627,0.00008308087],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00054914755,0.00016027546,0.00042703713,0.000040626503,0.00017579307,0.000014962301,0.0003904591,0.000045995388,0.00000597823],"category_scores_gemma":[0.00045469223,0.000086852284,0.00024442363,0.0014401211,0.0047841347,0.00008316702,0.00036105802,0.00044877196,2.688911e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071140693,0.00012204679,0.88517606,0.00026290136,0.00091687276,0.0000015685363,0.0018501721,0.000017088898,0.005105609,0.0003449337,0.00016135619,0.10532998],"study_design_scores_gemma":[0.00024925114,0.00032852386,0.9267504,0.00016197663,0.00017233942,0.000016642329,0.009131794,0.0022206649,0.060318034,0.0005185772,0.000042122112,0.00008962749],"about_ca_topic_score_codex":0.00025577584,"about_ca_topic_score_gemma":0.0000069973676,"teacher_disagreement_score":0.10524035,"about_ca_system_score_codex":0.00001643572,"about_ca_system_score_gemma":0.00008653341,"threshold_uncertainty_score":0.99792427},"labels":[],"label_agreement":null},{"id":"W4414793907","doi":"10.1093/sleepadvances/zpaf053.002","title":"O002 Machine learning applied to oximetry to detect paediatric sleep apnoea","year":2025,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Pulse oximetry; Predictive value; Gold standard (test); Tonsillectomy; Receiver operating characteristic; Patient data; Polysomnography; Predictive modelling","score_opus":0.008246391295973352,"score_gpt":0.2934234809778249,"score_spread":0.2851770896818515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414793907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6396414,0.02225423,0.20365474,0.0060426523,0.00256069,0.00636745,0.00006261623,0.0012574688,0.11815874],"genre_scores_gemma":[0.97853214,0.00006885711,0.018292379,0.0012086828,0.00035222174,0.0002279088,0.000021691758,0.000060463004,0.0012356672],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99705493,0.0000949689,0.00043323686,0.00083005265,0.00074661546,0.0008401618],"domain_scores_gemma":[0.99831825,0.00033244642,0.00007853918,0.00056538894,0.00019845518,0.00050692866],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004364744,0.0003535676,0.0005730765,0.0011511269,0.00025272675,0.000053354648,0.0003831539,0.00012137058,0.00043600265],"category_scores_gemma":[0.0010524296,0.00032239984,0.0001462956,0.00290433,0.000081003,0.00013744432,0.0004076992,0.00070405967,0.0008888152],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008415616,0.000103528124,0.037374794,0.00021924169,0.0002061687,0.00004532947,0.00017253577,0.0018833064,0.025713142,0.0005753221,0.00015524328,0.9327098],"study_design_scores_gemma":[0.012208928,0.0033919595,0.09146087,0.00024320054,0.00093557924,0.000058873862,0.0022873187,0.009870683,0.26013824,0.0031498717,0.6139091,0.002345349],"about_ca_topic_score_codex":0.000029344941,"about_ca_topic_score_gemma":0.00005735669,"teacher_disagreement_score":0.9303645,"about_ca_system_score_codex":0.00028607473,"about_ca_system_score_gemma":0.000029759505,"threshold_uncertainty_score":0.9999228},"labels":[],"label_agreement":null},{"id":"W4414794017","doi":"10.1093/sleepadvances/zpaf053.059","title":"O059 Opioid-related central sleep apnea doesn’t harm respiratory and sleep parameters","year":2025,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Apnea; Sleep (system call); Polysomnography; Opioid; Sleep apnea; Epworth Sleepiness Scale; Sleep Stages; Central sleep apnea; Excessive daytime sleepiness","score_opus":0.012916938023232238,"score_gpt":0.3011258000917377,"score_spread":0.2882088620685055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414794017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9442235,0.031047175,0.0026681877,0.0027940432,0.002343094,0.0018959225,0.00005517382,0.00039331618,0.01457959],"genre_scores_gemma":[0.99420327,0.00033854085,0.0028608597,0.0016438807,0.00014958554,0.000118746524,0.000038569277,0.000064841486,0.00058169244],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99636596,0.00019206517,0.00065902376,0.00097583566,0.0006889215,0.0011182163],"domain_scores_gemma":[0.9980802,0.00033183992,0.00016396372,0.00071080116,0.00022592561,0.00048729198],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038633257,0.00045734862,0.00067340094,0.00051810715,0.00028991388,0.00008742657,0.00033168527,0.00024599044,0.00026615983],"category_scores_gemma":[0.000531683,0.0004013009,0.00019439317,0.0009093103,0.0007840052,0.00049421756,0.00026085298,0.0007867084,0.00009019975],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011180025,0.00045359277,0.16371255,0.00067585154,0.0012825367,0.00028096553,0.00079237355,0.00033539074,0.010781863,0.0042873723,0.0003401857,0.8159393],"study_design_scores_gemma":[0.032052226,0.0030790912,0.4851637,0.000832975,0.0024246997,0.0001751814,0.0058861542,0.027528236,0.13427883,0.019345297,0.28613484,0.0030988017],"about_ca_topic_score_codex":0.00003857436,"about_ca_topic_score_gemma":0.000026570926,"teacher_disagreement_score":0.8128405,"about_ca_system_score_codex":0.00030246578,"about_ca_system_score_gemma":0.000063297295,"threshold_uncertainty_score":0.9998439},"labels":[],"label_agreement":null},{"id":"W4414807677","doi":"10.1177/19160216251379321","title":"Intensive Care Unit Monitoring Post-Tonsillectomy in Children with Obstructive Sleep Apnea","year":2025,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Obstructive sleep apnea; Pediatric intensive care unit; Continuous positive airway pressure; Retrospective cohort study; Intensive care; Airway; Intensive care unit; Positive airway pressure; Cohort","score_opus":0.016870801355245785,"score_gpt":0.29360633341045744,"score_spread":0.2767355320552117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414807677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945807,0.0035917284,0.000022578533,0.0008062325,0.00037272891,0.00034496348,0.000005228603,0.000013080268,0.00026277275],"genre_scores_gemma":[0.99901414,0.00012390362,0.0003459448,0.0002820462,0.00016624534,0.000009102506,0.000008022713,0.000024213114,0.000026376467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982206,0.00019154215,0.0005677867,0.0002812866,0.0002944101,0.00044437975],"domain_scores_gemma":[0.9967218,0.00055839546,0.00023532582,0.00021054765,0.0020689955,0.00020495175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029463033,0.00023574302,0.0009257381,0.0013599253,0.000108934764,0.0000221835,0.000110655565,0.00020383514,0.000022822656],"category_scores_gemma":[0.00086718914,0.0001816619,0.00015415352,0.00071681646,0.0003034605,0.0002345285,0.00009157898,0.0011045833,0.0000028012619],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018049378,0.00006887881,0.9879519,0.00009986116,0.00061506714,0.001124859,0.00079764944,0.0000033671686,0.0014589801,0.000020569592,0.000016223928,0.0060377517],"study_design_scores_gemma":[0.002654648,0.00053429353,0.98493916,0.0005033903,0.00013947785,0.004493821,0.0030714886,0.000014656276,0.0034262228,0.00003130475,0.000051681476,0.00013984395],"about_ca_topic_score_codex":0.000093429706,"about_ca_topic_score_gemma":0.000023908402,"teacher_disagreement_score":0.0058979075,"about_ca_system_score_codex":0.00016254476,"about_ca_system_score_gemma":0.00029961066,"threshold_uncertainty_score":0.74079573},"labels":[],"label_agreement":null},{"id":"W4414867180","doi":"10.1111/pan.70062","title":"A Quality Improvement Initiative to Improve Early Postoperative Pain Outcomes After Tonsillectomy in Children","year":2025,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Tonsillectomy; Pacu; Postoperative pain; Quality management; Intervention (counseling); Adenoidectomy","score_opus":0.010693069881059725,"score_gpt":0.30506322899773436,"score_spread":0.29437015911667463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414867180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903918,0.00018772975,0.00042092407,0.0058245654,0.000039120656,0.0024638802,0.000013378097,0.0000624168,0.0005961839],"genre_scores_gemma":[0.99218816,0.00001082431,0.0008214129,0.005591046,0.000106701074,0.0006742582,0.000012202328,0.000029409675,0.0005659618],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972405,0.00042097832,0.0005667417,0.00065376615,0.0005223335,0.0005957032],"domain_scores_gemma":[0.9985153,0.0004111638,0.000083328,0.0004708479,0.00028881474,0.00023054668],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011154196,0.00031670273,0.00060600013,0.0007691943,0.0000738831,0.000046823232,0.00019340073,0.00014566456,0.00010474114],"category_scores_gemma":[0.00088048156,0.0002638833,0.00015395379,0.0013259043,0.000069567104,0.00013509506,0.00012210624,0.0004488773,0.000097593525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005146856,0.0003759505,0.983019,0.000047964353,0.00009899316,0.00010866469,0.0010522715,7.230761e-7,0.00021206013,0.00015305361,0.00012658176,0.014290075],"study_design_scores_gemma":[0.0027521793,0.00065225037,0.9952267,0.000012380049,0.000068391186,0.000008504457,0.0003071875,0.000019341247,0.00050361926,0.000121943274,0.00008038325,0.00024711594],"about_ca_topic_score_codex":0.00061972055,"about_ca_topic_score_gemma":0.000043552584,"teacher_disagreement_score":0.01404296,"about_ca_system_score_codex":0.00043792048,"about_ca_system_score_gemma":0.00024870044,"threshold_uncertainty_score":0.99998134},"labels":[],"label_agreement":null},{"id":"W4414982402","doi":"10.3390/oral5040076","title":"Artificial Intelligence to Detect Obstructive Sleep Apnea from Craniofacial Images: A Narrative Review","year":2025,"lang":"en","type":"article","venue":"Oral","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; University of British Columbia","keywords":"Obstructive sleep apnea; Interpretability; Polysomnography; Craniofacial; Narrative review; Airway; Sleep apnea; Referral","score_opus":0.03260784310581144,"score_gpt":0.35661240538547057,"score_spread":0.3240045622796591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414982402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63699836,0.008412777,0.29025957,0.026973935,0.0031824077,0.008433299,0.0004708395,0.0005427348,0.024726046],"genre_scores_gemma":[0.98111993,0.00010296841,0.015600194,0.0022789189,0.00030724623,0.0001924833,0.000043600085,0.000035377194,0.00031927045],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976995,0.00018260654,0.0004804311,0.00064768334,0.00050779595,0.00048201188],"domain_scores_gemma":[0.9985528,0.00016804099,0.000071080925,0.000512811,0.00043786265,0.00025743258],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029073464,0.00027557698,0.00062244345,0.00023109544,0.00016812717,0.00004818897,0.0002883344,0.00011579906,0.0012425093],"category_scores_gemma":[0.00151045,0.0002478183,0.00018708028,0.0011317054,0.0002429664,0.00013938027,0.00021377698,0.0005093014,0.0005768698],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007959164,0.00010147862,0.001646915,0.00030442583,0.0003129811,0.00012601138,0.0013855838,0.000004613681,0.01750143,0.0011414876,0.001157765,0.9755214],"study_design_scores_gemma":[0.0020874075,0.0029582405,0.11565963,0.0066765486,0.0020486997,0.00009750114,0.018363165,0.0030215534,0.7128194,0.10804494,0.025481975,0.002740962],"about_ca_topic_score_codex":0.00023435807,"about_ca_topic_score_gemma":0.00007575045,"teacher_disagreement_score":0.9727804,"about_ca_system_score_codex":0.0002935704,"about_ca_system_score_gemma":0.000107843916,"threshold_uncertainty_score":0.9999974},"labels":[],"label_agreement":null},{"id":"W4415029796","doi":"10.1016/j.chest.2025.09.117","title":"Impact of Positive Airway Pressure Therapy on Health Care Resource Use in Patients With OSA and Coronary Artery Disease","year":2025,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Greenfield Research (Canada)","funders":"Agence Nationale de la Recherche; Eli Lilly and Company; ResMed; Fondation Université Grenoble Alpes; National Institutes of Health; LivaNova","keywords":"Resource use; Coronary artery disease; Health care; Continuous positive airway pressure; Positive airway pressure; Disease","score_opus":0.012346704587829846,"score_gpt":0.3043837057416227,"score_spread":0.2920370011537929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415029796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99739724,0.0013691252,0.000013234541,0.0005275047,0.000021834892,0.00049462274,0.000075634445,0.0000048286856,0.00009598619],"genre_scores_gemma":[0.9995782,0.00006058134,0.00006862781,0.0001751175,0.000030842933,0.0000034440775,0.000025778534,0.0000144556525,0.000042984746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890864,0.00015441468,0.00019175178,0.0001707936,0.0003395879,0.00023482069],"domain_scores_gemma":[0.99911535,0.000103609294,0.00009705714,0.00017807898,0.00021318313,0.0002927188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001171401,0.00012707867,0.00025132057,0.0002411689,0.00007467132,0.000025162059,0.000061307284,0.000037763788,0.000022155522],"category_scores_gemma":[0.00007378494,0.00008334194,0.000058996913,0.00016799786,0.000116073184,0.000109176224,0.000026767075,0.00045368992,4.5563866e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01046879,0.0004243466,0.9604018,0.00010801086,0.00024318858,0.000089506844,0.001228165,0.000022236965,0.00004938922,0.0000046055056,0.00014678056,0.026813207],"study_design_scores_gemma":[0.0064611863,0.0029767053,0.9895238,0.0004952436,0.000028043529,0.000015553624,0.0002353276,0.000014594921,0.0000936471,0.0000074472036,0.00008857022,0.00005988169],"about_ca_topic_score_codex":0.000033273373,"about_ca_topic_score_gemma":0.0000069741604,"teacher_disagreement_score":0.029122027,"about_ca_system_score_codex":0.0002583407,"about_ca_system_score_gemma":0.00028491794,"threshold_uncertainty_score":0.3398586},"labels":[],"label_agreement":null},{"id":"W4415035690","doi":"10.15331/jdsm.7406","title":"Electronic Mandibular Advancement Devices in Dental Sleep Medicine: Promise, Questions, and Responsibilities in a New Technological Era","year":2025,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Sleep (system call); Dental technology; MEDLINE; Sleep Bruxism","score_opus":0.010060259799234327,"score_gpt":0.3250770287665733,"score_spread":0.315016768967339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415035690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95666605,0.023769252,0.00044306225,0.017061388,0.00025332434,0.0009116282,0.0000011433539,0.000024596677,0.0008695527],"genre_scores_gemma":[0.9964527,0.0014612679,0.0008112425,0.0005009406,0.00024196277,0.000021366066,0.0000071324675,0.000021376727,0.0004820265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963301,0.00025363633,0.0013051048,0.00041492263,0.0010680238,0.0006282487],"domain_scores_gemma":[0.9985487,0.00038666863,0.00030330432,0.00028948428,0.00015951169,0.00031236812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002038039,0.00031900837,0.0010004139,0.0017184987,0.00006811252,0.000014349119,0.0002997306,0.00021301987,0.00035232052],"category_scores_gemma":[0.0021582188,0.00022416307,0.000080597085,0.0013206946,0.0008405003,0.00026097646,0.00019641184,0.0015060733,0.000004598548],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050617508,0.0005989756,0.89090466,0.00029013027,0.00024891386,0.0018374175,0.00056954985,0.000013775589,0.014419329,0.0038547756,0.000468974,0.08173176],"study_design_scores_gemma":[0.031092342,0.006815275,0.9263236,0.0043578614,0.00042833659,0.002936669,0.0114146415,0.00057357573,0.0024175022,0.0062522106,0.0070407065,0.0003472727],"about_ca_topic_score_codex":0.00023168576,"about_ca_topic_score_gemma":0.0013105089,"teacher_disagreement_score":0.08138449,"about_ca_system_score_codex":0.0014469243,"about_ca_system_score_gemma":0.00024860335,"threshold_uncertainty_score":0.9141105},"labels":[],"label_agreement":null},{"id":"W4415234696","doi":"10.3389/fneur.2025.1690372","title":"Barriers to and facilitators of implementing obstructive sleep apnea screening in stroke patients: a scoping review protocol","year":2025,"lang":"en","type":"review","venue":"Frontiers in Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Zhejiang Chinese Medical University","keywords":"Obstructive sleep apnea; Protocol (science); Stroke (engine); MEDLINE; Sleep apnea","score_opus":0.020497100638595698,"score_gpt":0.37092510011234764,"score_spread":0.3504279994737519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415234696","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020749326,0.7742083,0.0007110772,0.00010169872,0.00031072096,0.22394317,0.00018158423,0.000023633627,0.00031231673],"genre_scores_gemma":[0.00002827922,0.8115966,0.008342306,0.00065696076,0.000058708752,0.1790759,0.00008227977,0.00012005488,0.000038957278],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99464947,0.0010913247,0.0017778607,0.0011041405,0.00045691532,0.0009203131],"domain_scores_gemma":[0.9980092,0.00039496276,0.0005049928,0.0005656458,0.0001862847,0.0003389265],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009541534,0.0005509549,0.0036791672,0.0020562473,0.00006435321,0.000011807173,0.00036764395,0.0003612139,0.000057290934],"category_scores_gemma":[0.0045022154,0.00052553363,0.0002864537,0.0014555504,0.00025790284,0.00010416365,0.0006965779,0.0012713029,0.0000013239543],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001792884,0.000024708566,0.10811195,0.1937731,0.00012319908,0.000042600834,0.000066993336,8.060159e-7,2.0550833e-7,0.0000058586725,0.00009278952,0.6975785],"study_design_scores_gemma":[0.011493189,0.0032177418,0.009817426,0.61261123,0.0014885734,0.00006584226,0.00045866438,0.00020659599,0.0000106914395,0.00006288327,0.35899982,0.0015673252],"about_ca_topic_score_codex":0.000036594956,"about_ca_topic_score_gemma":0.000029937153,"teacher_disagreement_score":0.6960112,"about_ca_system_score_codex":0.00015821742,"about_ca_system_score_gemma":0.00036355108,"threshold_uncertainty_score":0.9997196},"labels":[],"label_agreement":null},{"id":"W4415278889","doi":"10.1016/b978-0-443-28938-5.00004-0","title":"Interaction between oropharyngeal cancer, pain, insomnia, and sleep breathing disorders","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Université de Montréal; Montreal Heart Institute; Computer Research Institute of Montréal; Centres Intégré Universitaires de Santé et de Services Sociaux; McGill University; Centre Hospitalier de l’Université de Montréal; Canadian Sleep & Circadian Network","funders":"","keywords":"Sleep (system call); Insomnia; Breathing; Sleep apnea; Mood; Cognition; Airway; Positive airway pressure","score_opus":0.016922569672090177,"score_gpt":0.29783785960162074,"score_spread":0.2809152899295306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415278889","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00117705,0.005115936,0.000052389587,0.0007236078,0.00049519894,0.0013547537,0.000104934144,0.00009760815,0.9908785],"genre_scores_gemma":[0.030920401,0.0009973397,0.0002461491,0.00054593536,0.0009997727,0.00011339898,0.00012612881,0.00014893187,0.965902],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977327,0.000093265655,0.0005100813,0.0006621221,0.0005683758,0.00043346517],"domain_scores_gemma":[0.9984472,0.00033939176,0.00020962635,0.00050759164,0.00021543566,0.00028075883],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004327862,0.00052611204,0.0009586932,0.00067731866,0.00017658596,0.000060115242,0.00018524069,0.0004619157,0.0003552719],"category_scores_gemma":[0.00012617208,0.0005034315,0.00023061487,0.000044527427,0.00027605417,0.000086185675,0.00029626602,0.001514168,0.000035693956],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010481787,0.000011441487,0.0021658305,0.00073395687,0.0007655966,0.000045664554,0.00030471056,1.4865408e-7,0.000058416437,0.000496475,0.00010918655,0.99520373],"study_design_scores_gemma":[0.0017495764,0.00034833877,0.0022877352,0.0021335562,0.0011745351,0.000022978316,0.00010325053,0.00012476758,0.000117571195,0.0026396713,0.98868555,0.00061248464],"about_ca_topic_score_codex":0.000032916425,"about_ca_topic_score_gemma":0.000106369385,"teacher_disagreement_score":0.9945913,"about_ca_system_score_codex":0.0005090287,"about_ca_system_score_gemma":0.00014160995,"threshold_uncertainty_score":0.99974173},"labels":[],"label_agreement":null},{"id":"W4415296117","doi":"10.1016/j.inpm.2024.100494","title":"The Effectiveness of Thoracic Medial Branch Radiofrequency Neurotomy: A Single-Arm, Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"Interventional Pain Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Retrospective cohort study; Cohort study; MEDLINE; Magnetic resonance imaging; Incidence (geometry)","score_opus":0.018887258966006213,"score_gpt":0.3663747154225472,"score_spread":0.34748745645654094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415296117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979224,0.001541917,0.0058208834,0.002065239,0.0009869117,0.004562187,0.00001035837,0.00007057641,0.0057178717],"genre_scores_gemma":[0.99851155,0.000018394505,0.00004301863,0.00011679772,0.0003082673,0.00046452094,0.00003446788,0.000030204586,0.00047279437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99303657,0.0036240239,0.00086320896,0.0005804036,0.0015025281,0.0003932786],"domain_scores_gemma":[0.99357146,0.00431172,0.00021747572,0.0006495134,0.0011080144,0.00014181052],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014178237,0.00027656025,0.0008168295,0.00042617987,0.00019799656,0.000019060544,0.00039612473,0.00009724967,0.00040253255],"category_scores_gemma":[0.011807001,0.0001817894,0.00031214126,0.0010672073,0.0010496412,0.00008231496,0.00013246894,0.0006475856,0.0000102635495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031311107,0.002591445,0.96395946,0.0007525053,0.0010343356,0.000076354765,0.00010676254,0.0000014152779,0.01292739,0.0027971622,0.00036943876,0.012252605],"study_design_scores_gemma":[0.0034080965,0.0067142625,0.97646844,0.0017635105,0.00031986536,0.000017997969,0.00029622464,0.00011666004,0.0026307392,0.007841962,0.00030828593,0.00011397044],"about_ca_topic_score_codex":0.00015510785,"about_ca_topic_score_gemma":0.00003992733,"teacher_disagreement_score":0.019287478,"about_ca_system_score_codex":0.0005867603,"about_ca_system_score_gemma":0.000116217125,"threshold_uncertainty_score":0.99651694},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4415307057","doi":"10.1088/1361-6579/ae60df","title":"Automatic Sleep Staging from CPAP Airflow using a Dual Fusion Multi-Period Convolutional Neural Network","year":2025,"lang":"en","type":"preprint","venue":"Physiological Measurement","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Yale University","keywords":"Convolutional neural network; Deep learning; Leverage (statistics); Sleep (system call); Continuous positive airway pressure; Polysomnography; Artificial neural network; Feature extraction; Conditional random field","score_opus":0.16599860431007654,"score_gpt":0.3521246314981541,"score_spread":0.18612602718807755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415307057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851883,0.0017814161,0.0076273703,0.0005778235,0.0018547256,0.0023080937,0.00018879442,0.00034198136,0.00013146347],"genre_scores_gemma":[0.9727178,0.000017212486,0.025027141,0.0003033018,0.0013379429,0.00021923563,0.0003207453,0.00003881572,0.000017811912],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99368846,0.00075082015,0.0008911013,0.001428367,0.0022184984,0.0010227594],"domain_scores_gemma":[0.9973671,0.00015200484,0.0003261776,0.00088900473,0.0008828192,0.00038289613],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00089615193,0.0007188831,0.0013295653,0.00016766871,0.0003717062,0.00008482687,0.00041263754,0.00052325684,0.0009148563],"category_scores_gemma":[0.00070294325,0.00057319517,0.00053170463,0.00030766072,0.00032772534,0.00006368695,0.0020437196,0.0019923728,0.00004541904],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002285358,0.0042760004,0.03578885,0.0028060847,0.004742529,0.00056207244,0.0007556869,0.16689615,0.69180214,0.00030204543,0.0008777691,0.08890531],"study_design_scores_gemma":[0.0022612864,0.00019491784,0.27285862,0.0010291964,0.0003810862,0.000008271502,0.00008823557,0.7211177,0.0006408385,0.00091619306,0.000032344917,0.0004713509],"about_ca_topic_score_codex":0.00027780244,"about_ca_topic_score_gemma":0.000012752091,"teacher_disagreement_score":0.69116133,"about_ca_system_score_codex":0.0018268594,"about_ca_system_score_gemma":0.00035984005,"threshold_uncertainty_score":0.99999845},"labels":[],"label_agreement":null},{"id":"W4415351137","doi":"10.1007/s11325-025-03509-7","title":"Prevalence of cognitive impairment among adults with obstructive sleep apnea: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Young Scientists Fund; Henan Provincial Key Laboratory of Materials on Deep‐Earth Engineering; National Natural Science Foundation of China","keywords":"Obstructive sleep apnea; Cognitive impairment; Neurology; Public health; Cognition; Epidemiology; MEDLINE; Sleep (system call); Otorhinolaryngology","score_opus":0.025918778018446467,"score_gpt":0.32056280601073595,"score_spread":0.2946440279922895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415351137","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013710154,0.98904514,0.0002625409,0.000032386975,0.000018505614,0.009758197,0.00044518764,0.00003687266,0.00026407547],"genre_scores_gemma":[0.0051373523,0.9924253,0.0003970017,0.000062653875,0.00001842543,0.0014798362,0.000092559865,0.00005212543,0.00033469684],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9952855,0.00080056,0.0014133998,0.0011739705,0.0008563843,0.00047016452],"domain_scores_gemma":[0.9957227,0.0013770087,0.0011694814,0.00074363354,0.00069145486,0.00029569303],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010311258,0.0008559867,0.01048908,0.0008517467,0.00014134543,0.000056071556,0.00024162531,0.00027185018,0.00011522259],"category_scores_gemma":[0.000736191,0.0005002293,0.0017171442,0.0016306355,0.0004709205,0.00020179893,0.00032418594,0.0007239538,0.0000029485254],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037998823,0.00008130914,0.00016196203,0.7774058,0.20631066,0.00008621397,0.00041650073,8.0932075e-8,1.883355e-8,0.000016080303,5.823513e-7,0.015482801],"study_design_scores_gemma":[0.0004975685,0.00025914074,0.00017801413,0.2596088,0.7385147,0.0002468004,0.00033800103,0.00004186919,0.0000011396232,0.0000037766658,0.000007088069,0.00030309922],"about_ca_topic_score_codex":0.000077612465,"about_ca_topic_score_gemma":0.000009788751,"teacher_disagreement_score":0.53220403,"about_ca_system_score_codex":0.00014194752,"about_ca_system_score_gemma":0.00008930821,"threshold_uncertainty_score":0.99974495},"labels":[],"label_agreement":null},{"id":"W4415383748","doi":"10.47102/annals-acadmedsg.2025153","title":"Singapore consensus statements on the management of obstructive sleep apnoea","year":2025,"lang":"en","type":"article","venue":"Annals of the Academy of Medicine Singapore","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CARE Canada","funders":"","keywords":"Clinical judgement; Sleep (system call); Judgement; Expert opinion; MEDLINE; Sleep apnea","score_opus":0.10238051200880477,"score_gpt":0.42385308693036466,"score_spread":0.3214725749215599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415383748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8179952,0.0010769565,0.000029860397,0.15684563,0.0002791704,0.0014795478,0.000047392266,0.00002039366,0.022225868],"genre_scores_gemma":[0.995662,0.00020650076,0.00029524651,0.0027492978,0.000080479134,0.000017465105,0.0000069580437,0.000026830425,0.00095527055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9962782,0.0002870997,0.0010774691,0.00039558645,0.0015135468,0.00044807422],"domain_scores_gemma":[0.9972834,0.00063709955,0.0008064584,0.00070606644,0.0004564617,0.00011054265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001723625,0.00029956124,0.00080654817,0.00035298202,0.0001452766,0.0000035213936,0.0007883507,0.0001628475,0.0001487945],"category_scores_gemma":[0.00073991076,0.00016194854,0.0002543885,0.0010723356,0.0025544101,0.00004825979,0.00039853493,0.00077485724,0.0000033869317],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009296513,0.0021303142,0.042302907,0.010555875,0.018401753,0.0000975056,0.005428826,0.000326784,0.111896,0.40499046,0.08458644,0.30998662],"study_design_scores_gemma":[0.007954815,0.0013833983,0.30560538,0.010335548,0.0014677127,0.000032189047,0.011977267,0.00048157666,0.5987721,0.05068189,0.010962766,0.00034535362],"about_ca_topic_score_codex":0.00004634065,"about_ca_topic_score_gemma":6.134974e-7,"teacher_disagreement_score":0.4868761,"about_ca_system_score_codex":0.000056987512,"about_ca_system_score_gemma":0.000049902184,"threshold_uncertainty_score":0.9411831},"labels":[],"label_agreement":null},{"id":"W4415437407","doi":"10.1164/rccm.202508-1911ed","title":"Perivascular Dynamics, Sleep Apnea, and Memory: Interpreting a Moving Target","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Sleep (system call); Polysomnography; MEDLINE; Electrodiagnosis","score_opus":0.009081577082237512,"score_gpt":0.3159479389501969,"score_spread":0.3068663618679594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415437407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.960921,0.017310696,0.010663308,0.007931336,0.0002684051,0.00017234473,0.000004850281,0.000018706898,0.0027093852],"genre_scores_gemma":[0.9953541,0.00003427096,0.0015485282,0.0027621656,0.00026337852,0.000003659065,0.0000014076418,0.0000192564,0.000013216545],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9981058,0.00026400416,0.00052769843,0.0002733421,0.0005027934,0.0003263397],"domain_scores_gemma":[0.99785936,0.0005902669,0.00011838155,0.00021401502,0.0007623984,0.0004555574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082202733,0.0001951062,0.00076750293,0.00042322802,0.00013754093,0.0000254465,0.00012617078,0.000060330156,0.00007288366],"category_scores_gemma":[0.004070975,0.00014693201,0.00010199045,0.00037973592,0.002535549,0.00011674803,0.00012362741,0.0007244576,6.5092985e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009808913,0.000075681826,0.1840063,0.0009123359,0.00033753426,0.0010868943,0.0028834997,0.000002289375,0.0057893326,0.0034204617,0.00010304196,0.80040175],"study_design_scores_gemma":[0.021843042,0.053241584,0.19119912,0.008300242,0.004231576,0.004710011,0.66730696,0.014701665,0.007969673,0.0028177265,0.022046894,0.0016314748],"about_ca_topic_score_codex":0.00002466073,"about_ca_topic_score_gemma":0.0000031345403,"teacher_disagreement_score":0.79877025,"about_ca_system_score_codex":0.00015335987,"about_ca_system_score_gemma":0.000089547066,"threshold_uncertainty_score":0.93423355},"labels":[],"label_agreement":null},{"id":"W4415452443","doi":"10.30701/ijc.1745","title":"Phrenic nerve stimulation as a novel therapeutic approach for heart failure with central sleep apnea: a systematic review","year":2025,"lang":"id","type":"review","venue":"Indonesian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Central sleep apnea; Ejection fraction; Phrenic nerve; Adverse effect; Sleep apnea; Therapeutic effect; Epworth Sleepiness Scale; Obstructive sleep apnea","score_opus":0.02942069969809893,"score_gpt":0.32589237013037997,"score_spread":0.29647167043228106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415452443","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037132926,0.81217295,0.17372337,0.00074644346,0.00063155603,0.01232386,0.00007605518,0.000019389829,0.00026921445],"genre_scores_gemma":[0.07346099,0.90294254,0.01256298,0.0010614432,0.005860885,0.0025472825,0.0006100866,0.00054950645,0.00040429953],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.988638,0.0035345866,0.0039595137,0.00095336564,0.001428877,0.001485682],"domain_scores_gemma":[0.9899474,0.0023141215,0.0033770257,0.0012575935,0.0024440521,0.00065981137],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0042896857,0.0012769098,0.013218946,0.0012024977,0.00021973744,0.00009089164,0.0010764126,0.0010295004,0.0000378742],"category_scores_gemma":[0.002124714,0.0008383267,0.0037854419,0.0014352587,0.00047997478,0.0002386635,0.00013469244,0.0025969537,0.000030354407],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009914332,0.00018738597,0.0005365013,0.9742809,0.014915708,0.00026417413,0.000067252804,0.00022691944,0.000034277215,0.00025248987,0.00020019498,0.008042744],"study_design_scores_gemma":[0.013268596,0.005765171,0.0005004109,0.8133354,0.09501707,0.057381697,0.00052829896,0.00078921317,0.000011615348,0.000048983133,0.012007097,0.0013464224],"about_ca_topic_score_codex":0.0000029234677,"about_ca_topic_score_gemma":8.086116e-7,"teacher_disagreement_score":0.1611604,"about_ca_system_score_codex":0.0009794221,"about_ca_system_score_gemma":0.0021594968,"threshold_uncertainty_score":0.9999983},"labels":[],"label_agreement":null},{"id":"W4415479825","doi":"10.1111/ocr.70042","title":"Paediatric Sleep‐Disordered Breathing Special Issue Introductory Editorial","year":2025,"lang":"en","type":"article","venue":"Orthodontics and Craniofacial Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Confidentiality; Breathing; MEDLINE; Data collection; Patient privacy","score_opus":0.02507228244249314,"score_gpt":0.3588132367996368,"score_spread":0.3337409543571436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415479825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77844834,0.00220568,0.0026594554,0.016048994,0.072956964,0.0040354147,0.00009507254,0.00025698548,0.1232931],"genre_scores_gemma":[0.64964217,0.0010285281,0.0027516778,0.00015781166,0.33523768,0.00009768017,0.000048139857,0.00009962237,0.010936694],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99548787,0.00046374815,0.00042086805,0.0007460084,0.0018821564,0.0009993209],"domain_scores_gemma":[0.9971669,0.0005576373,0.000045538538,0.0005373261,0.001306291,0.00038632314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030727698,0.00025117942,0.0005080066,0.0009385022,0.000682914,0.00023207597,0.00028068337,0.00036909347,0.0007136655],"category_scores_gemma":[0.004135695,0.0002380696,0.00014023395,0.0015527308,0.0005896143,0.00015493188,0.00050108373,0.0016793933,0.00011861847],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002615486,0.0007258793,0.20059322,0.0007948291,0.00043215934,0.0002652925,0.0016541816,0.000004436093,0.00962142,0.014883277,0.22366394,0.54474586],"study_design_scores_gemma":[0.0052100094,0.00059382344,0.073788196,0.00007162821,0.00015589847,0.000028395098,0.0016139976,0.0005255278,0.00083949027,0.0027845812,0.9139856,0.00040283657],"about_ca_topic_score_codex":0.00020156284,"about_ca_topic_score_gemma":0.000044279044,"teacher_disagreement_score":0.6903217,"about_ca_system_score_codex":0.00024244383,"about_ca_system_score_gemma":0.0003949016,"threshold_uncertainty_score":0.97081965},"labels":[],"label_agreement":null},{"id":"W4415490935","doi":"10.1111/coa.70049","title":"Paediatric Sleep‐Disordered Breathing Special Issue Introductory Editorial","year":2025,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Craniofacial; Obstructive sleep apnea; Psychological intervention; Airway; Airway obstruction; Breathing; Sleep apnea; Craniofacial abnormality","score_opus":0.018012150533821103,"score_gpt":0.3581978005917232,"score_spread":0.3401856500579021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415490935","genre_codex":"empirical","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64924616,0.0010358426,0.0006728391,0.01564578,0.28699172,0.0017489019,0.0000220615,0.000296478,0.044340245],"genre_scores_gemma":[0.2706584,0.00017344819,0.001639028,0.0020210568,0.72235495,0.00007215749,0.00007341754,0.00006174458,0.002945782],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99620456,0.00063553476,0.0010927109,0.000908982,0.00047601314,0.0006822084],"domain_scores_gemma":[0.99661,0.0016604374,0.00015384924,0.00081720715,0.00043786122,0.00032065672],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015461035,0.00026998998,0.00097284076,0.00043538827,0.00015529746,0.000027770275,0.0004011123,0.00084874954,0.0020022427],"category_scores_gemma":[0.009253548,0.00025016465,0.00039418612,0.00076243485,0.00068885396,0.0001124319,0.00043949034,0.0019352473,0.0009591105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002244998,0.0010620299,0.40944707,0.00016744155,0.0005216519,0.00028055016,0.00011647367,0.000001939662,0.0005899096,0.0019105322,0.48068425,0.10297314],"study_design_scores_gemma":[0.0064358455,0.000829552,0.25955278,0.000020470403,0.00026597976,0.00004180203,0.00008100812,0.00020353754,0.00017137239,0.0012648567,0.73090345,0.00022934917],"about_ca_topic_score_codex":0.00003163382,"about_ca_topic_score_gemma":0.00001274364,"teacher_disagreement_score":0.43536326,"about_ca_system_score_codex":0.00016023002,"about_ca_system_score_gemma":0.00029323003,"threshold_uncertainty_score":0.99999505},"labels":[],"label_agreement":null},{"id":"W4415523353","doi":"10.1213/ane.0000000000007786","title":"Intravenous Lidocaine for Postoperative Pain in Children Undergoing Tonsillectomies: A Double-Blinded, Randomized, Placebo-Controlled Trial","year":2025,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lidocaine; Postoperative pain; Analgesic; Clinical trial; Randomized controlled trial","score_opus":0.014307959287718362,"score_gpt":0.30292428046880127,"score_spread":0.2886163211810829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415523353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95844156,0.00085044804,0.0040479326,0.010958173,0.000067272325,0.023840006,0.000001845396,0.00010877903,0.0016839813],"genre_scores_gemma":[0.99241173,0.00008377088,0.0012789014,0.0014457823,0.00021851186,0.0032315643,0.00005670676,0.00006157944,0.0012114416],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9958622,0.0010868182,0.0010225227,0.00074141327,0.0004881577,0.00079888565],"domain_scores_gemma":[0.99507546,0.0036679653,0.00019754891,0.00051573286,0.00035672626,0.0001865326],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004402986,0.00046768153,0.0021884984,0.0011013247,0.00023642734,0.00011357297,0.00028582476,0.00029416967,0.000105932246],"category_scores_gemma":[0.0022389677,0.0003742579,0.0006360774,0.0010237002,0.00029741818,0.0001380093,0.00004312363,0.0005240219,0.00001715103],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9810408,0.00058108335,0.001463672,0.00007386279,0.0012871902,0.00021101613,0.00041513072,0.00005024052,0.00010922387,0.00855507,0.00022245062,0.0059903013],"study_design_scores_gemma":[0.99013644,0.0016688205,0.0010598747,0.0001870945,0.0005163265,0.00022227297,0.0003873759,0.003743758,0.00061846396,0.0010109844,0.00013330505,0.0003152823],"about_ca_topic_score_codex":0.00031173805,"about_ca_topic_score_gemma":0.00018438885,"teacher_disagreement_score":0.03397018,"about_ca_system_score_codex":0.00043096332,"about_ca_system_score_gemma":0.0007080208,"threshold_uncertainty_score":0.99987096},"labels":[],"label_agreement":null},{"id":"W4415592229","doi":"10.1016/j.sleep.2025.106882","title":"A systematic review on sleep-related breathing disorders in athletes and para-athletes","year":2025,"lang":"en","type":"review","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Toronto Rehabilitation Institute","funders":"University of Toronto","keywords":"Athletes; Breathing; MEDLINE; Breathing exercises; Systematic review","score_opus":0.025839101161642914,"score_gpt":0.3520084506305638,"score_spread":0.3261693494689209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415592229","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000069513653,0.98140955,0.000020041009,0.0017077966,0.0003672836,0.011561146,0.000025852349,0.00013010409,0.0047712997],"genre_scores_gemma":[0.000058567202,0.99657035,0.000083248924,0.00056462636,0.00014768071,0.0013542124,0.0002785529,0.00013230617,0.00081048434],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99255645,0.0011732297,0.0027114165,0.0013238635,0.0013281554,0.00090690906],"domain_scores_gemma":[0.9939996,0.0031494452,0.0007842821,0.0014546303,0.00018042889,0.00043162942],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026360457,0.0011706211,0.008772908,0.0017192604,0.00012252225,0.00002512306,0.000520624,0.00059692096,0.00026725102],"category_scores_gemma":[0.009073218,0.0007556692,0.0006146268,0.0023254326,0.0005201878,0.000095956704,0.00026658003,0.0020875824,0.00013366161],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011548555,0.0000872213,0.000019128705,0.60431147,0.00064900203,0.00013295456,0.0000880349,8.847036e-8,4.6998053e-7,0.00019097362,0.00007166972,0.39443743],"study_design_scores_gemma":[0.0019337004,0.0005706046,0.000028385994,0.9631031,0.01012228,0.00021853251,0.00009837201,0.00007840087,2.9878476e-7,0.00012301265,0.02322799,0.00049533555],"about_ca_topic_score_codex":0.000072074086,"about_ca_topic_score_gemma":0.00002210797,"teacher_disagreement_score":0.39394212,"about_ca_system_score_codex":0.0005853613,"about_ca_system_score_gemma":0.0001467459,"threshold_uncertainty_score":0.9994894},"labels":[],"label_agreement":null},{"id":"W4415610285","doi":"10.1093/sleep/zsaf333","title":"Dose–response relationship of sleep apnea therapy and healthcare use in patients with comorbidities","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Cancer Centre; Greenfield Research (Canada)","funders":"ResMed","keywords":"Reimbursement; Obstructive sleep apnea; Sleep apnea; Health care; Comorbidity; MEDLINE; Polysomnography","score_opus":0.03717902092009141,"score_gpt":0.3088836415494268,"score_spread":0.2717046206293354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415610285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997093,0.00037263983,0.000056490302,0.0013871149,0.000067231944,0.0007730644,0.000028739998,0.000022528098,0.00019915847],"genre_scores_gemma":[0.9991508,0.0000114612385,0.00040094586,0.00018955237,0.000010548153,0.00003060701,0.000030839547,0.00001738225,0.00015784432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986587,0.0002693178,0.0002567697,0.00023857328,0.00034031368,0.00023628764],"domain_scores_gemma":[0.99879587,0.0004677087,0.00006404272,0.00033025898,0.0002544147,0.00008768605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030678767,0.00012940406,0.00027072272,0.0004318337,0.00006400645,0.000016942839,0.000071373746,0.00008521285,0.00002976811],"category_scores_gemma":[0.00038736986,0.00010383827,0.00003082281,0.0005091267,0.00022430815,0.00014018134,0.000049407983,0.00028580867,0.0000033708156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008564659,0.00020563239,0.9745988,0.000094305076,0.00005356133,0.000008286842,0.0005394106,0.000004325822,0.00008237795,0.0012304746,0.00001623031,0.01460191],"study_design_scores_gemma":[0.006226331,0.0006887844,0.9916869,0.000078765384,0.000015252632,0.0000012351667,0.0003029133,0.00020841608,0.00036426823,0.00018540306,0.00016294571,0.00007879816],"about_ca_topic_score_codex":0.00021792715,"about_ca_topic_score_gemma":0.00009654741,"teacher_disagreement_score":0.017088061,"about_ca_system_score_codex":0.00010969101,"about_ca_system_score_gemma":0.000049875965,"threshold_uncertainty_score":0.42344016},"labels":[],"label_agreement":null},{"id":"W4415685535","doi":"10.1177/19160216251379325","title":"Systematic Review on the Safety of Outpatient Upper Airway Surgery for Obstructive Sleep Apnea Patients in Ambulatory Surgical Centers","year":2025,"lang":"en","type":"review","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; University of Saskatchewan","funders":"","keywords":"Obstructive sleep apnea; Ambulatory; Airway; Systematic review; Airway obstruction; Discontinuation; Sleep apnea; MEDLINE","score_opus":0.028474356063361485,"score_gpt":0.31533914976902194,"score_spread":0.2868647937056605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415685535","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061440412,0.93245476,0.0000072927173,0.00026974917,0.0010495523,0.0045985826,0.00010570642,0.000007055301,0.00006690777],"genre_scores_gemma":[0.003324237,0.995825,0.000030092044,0.00028777166,0.0001248375,0.0002271939,0.00008620705,0.00006157075,0.000033116037],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9916407,0.0020420302,0.0043647513,0.00049908285,0.0008238427,0.00062958925],"domain_scores_gemma":[0.9765964,0.018950604,0.0028369117,0.0006127796,0.0007382811,0.0002650076],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0042896387,0.00064546656,0.009000343,0.0013269654,0.000107245825,0.000014008136,0.00029241544,0.0005536268,0.000046651603],"category_scores_gemma":[0.0057177898,0.00037337255,0.003143402,0.0007519803,0.0003378772,0.00011492132,0.00014311082,0.0014667119,0.0000045924294],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009782239,0.00074560236,0.045422994,0.92404926,0.001963513,0.00025118532,0.000057817448,1.9720348e-7,1.4680748e-7,0.00006447761,0.0006542539,0.025812304],"study_design_scores_gemma":[0.0014321512,0.00066130736,0.025443196,0.9499596,0.0034941367,0.00070208206,0.000035832774,0.000010073117,0.000003869678,0.000012263527,0.01784903,0.0003964979],"about_ca_topic_score_codex":0.000006620397,"about_ca_topic_score_gemma":0.0000018411716,"teacher_disagreement_score":0.06337023,"about_ca_system_score_codex":0.0004580649,"about_ca_system_score_gemma":0.0005811753,"threshold_uncertainty_score":0.99987185},"labels":[],"label_agreement":null},{"id":"W4415706281","doi":"10.1016/j.smrv.2025.102194","title":"Perioperative adverse events in patients with obstructive sleep apnea undergoing ambulatory ENT surgery: A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Toronto Rehabilitation Institute; McMaster University; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; University Health Network Foundation; Ontario Ministry of Health and Long-Term Care; ResMed Foundation","keywords":"Obstructive sleep apnea; Ambulatory; Perioperative; Adverse effect; Airway; Risk stratification","score_opus":0.05577867910974068,"score_gpt":0.34989472242792685,"score_spread":0.2941160433181862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415706281","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010315128,0.9720197,0.00013860504,0.00025126463,0.00013464685,0.026974374,0.00009838176,0.00004814194,0.00032457517],"genre_scores_gemma":[0.000065288645,0.9925225,0.00025831434,0.00069202343,0.000066524975,0.004951299,0.00075757335,0.00013815748,0.0005483164],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98502886,0.00486044,0.005094354,0.0021049487,0.0018972879,0.0010141275],"domain_scores_gemma":[0.9908335,0.0025206136,0.0027560394,0.0024188892,0.0007999651,0.0006709575],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004657124,0.0020142936,0.037633926,0.0029427898,0.00017633398,0.000014694194,0.00056318485,0.00042837122,0.0007991859],"category_scores_gemma":[0.0062799947,0.0010844121,0.004324822,0.006287835,0.00046774631,0.0002778083,0.0003714455,0.0015791914,0.00008411834],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028345725,0.00018682737,0.0009406538,0.85249853,0.12565847,0.000049974235,0.00012414232,4.5924824e-7,8.79246e-9,0.000030254394,0.0000351094,0.020447217],"study_design_scores_gemma":[0.0010309203,0.00021832345,0.0003685414,0.27739522,0.70921123,0.00003072408,0.000081139646,0.0000060124603,3.796105e-8,0.0000023981725,0.011019468,0.0006359663],"about_ca_topic_score_codex":0.00005186208,"about_ca_topic_score_gemma":0.0000997358,"teacher_disagreement_score":0.5835528,"about_ca_system_score_codex":0.001270215,"about_ca_system_score_gemma":0.00042707167,"threshold_uncertainty_score":0.99925995},"labels":[],"label_agreement":null},{"id":"W4415782222","doi":"10.14814/phy2.70622","title":"Overnight deep inspiration patterns in obstructive sleep apnea patients with and without asthma","year":2025,"lang":"en","type":"article","venue":"Physiological Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Asthma; Obstructive sleep apnea; Polysomnography; Bronchodilator; Quartile; Respiratory system","score_opus":0.012735426411915288,"score_gpt":0.2817015480975926,"score_spread":0.26896612168567735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415782222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99649495,0.00004539949,0.0006915518,0.000085538704,0.00007109676,0.0007276885,0.0000037414445,0.00004112144,0.0018389421],"genre_scores_gemma":[0.99923974,0.0000039728116,0.000356323,0.00018133398,0.000030676954,0.000073339645,0.000060971688,0.000012409518,0.000041225852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982948,0.00008095972,0.00035175862,0.00058772514,0.00037777275,0.00030699463],"domain_scores_gemma":[0.9991743,0.000055969376,0.00013936151,0.0003111579,0.00020240669,0.00011682356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012141867,0.0001937949,0.0003888623,0.00013937091,0.00006567857,0.000021564168,0.00004906802,0.00012066059,0.0000629185],"category_scores_gemma":[0.00041591868,0.00012721469,0.000043071876,0.00029677336,0.0001683405,0.00013401518,0.0001290191,0.00033302966,0.0000031197137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040022944,0.00027553074,0.9775451,0.000054431297,0.000056779096,0.00013528281,0.00006198726,0.00001579642,0.0025548136,0.0001680067,0.0000024701287,0.018729577],"study_design_scores_gemma":[0.0012928249,0.00047627746,0.99520135,0.000056671248,0.000020746642,0.000019674135,0.00006250611,0.0006503735,0.0010570809,0.0009697966,0.00006345516,0.00012925047],"about_ca_topic_score_codex":0.000050452905,"about_ca_topic_score_gemma":0.00003024646,"teacher_disagreement_score":0.018600326,"about_ca_system_score_codex":0.00014030916,"about_ca_system_score_gemma":0.000023748229,"threshold_uncertainty_score":0.51876646},"labels":[],"label_agreement":null},{"id":"W4415830740","doi":"10.1016/j.identj.2025.105378","title":"Is Adenotonsillar Hypertrophy Associated With Dentofacial Morphology༟","year":2025,"lang":"en","type":"article","venue":"International Dental Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Adenoid; Adenoid hypertrophy; Tonsil; Sagittal plane; Craniofacial; Muscle hypertrophy; Dental arch; Cephalometry","score_opus":0.014365707491745492,"score_gpt":0.3181434674563614,"score_spread":0.3037777599646159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415830740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836952,0.00012469714,0.0007328624,0.0035285912,0.0010337612,0.00015296022,0.000030697433,0.000025365765,0.010675828],"genre_scores_gemma":[0.9948281,0.0000242832,0.00037267472,0.001488977,0.00024897905,0.000006570558,0.000024672154,0.000015870144,0.0029898793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983694,0.000050015038,0.0002591308,0.0001998297,0.00086900167,0.00025260952],"domain_scores_gemma":[0.9990467,0.000056175915,0.000099350196,0.00010823395,0.0005461868,0.00014335445],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015808744,0.00013193746,0.00019165072,0.00041736313,0.00013812291,0.00009943923,0.00025198143,0.0000929663,0.0014597245],"category_scores_gemma":[0.00026946177,0.00010462216,0.00013751196,0.0002443736,0.00016363573,0.00014709665,0.00010015247,0.0005600862,0.000110082576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088722474,0.0003601482,0.95516986,0.0000055257024,0.001666058,0.0021867442,0.00009138275,0.0000072193316,0.03103427,0.0005482339,0.0031453604,0.0048979935],"study_design_scores_gemma":[0.0055983784,0.00032549573,0.97032785,0.00017902716,0.00014974557,0.005834918,0.00028371147,0.0005244544,0.012859126,0.0004830412,0.0032831368,0.0001510882],"about_ca_topic_score_codex":0.000017522456,"about_ca_topic_score_gemma":0.000011678171,"teacher_disagreement_score":0.018175146,"about_ca_system_score_codex":0.0006429879,"about_ca_system_score_gemma":0.00011820654,"threshold_uncertainty_score":0.99945307},"labels":[],"label_agreement":null},{"id":"W4415926827","doi":"10.2460/javma.25.06.0376","title":"Folded-flap palatoplasty and traditional staphylectomy yield similar postoperative soft palate geometry in French Bulldogs undergoing airway surgery","year":2025,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Palatoplasty; Soft palate; Airway; Yield (engineering); Soft tissue","score_opus":0.026357161099921034,"score_gpt":0.29377332899249425,"score_spread":0.2674161678925732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415926827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97430825,0.00017510593,0.00032436292,0.024374506,0.00044539082,0.00016667502,0.00001142549,0.000009787556,0.00018449686],"genre_scores_gemma":[0.9976972,0.00022047597,0.00020957402,0.0015193035,0.00019091484,0.000006333216,0.0000033718202,0.000013435055,0.00013942036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967512,0.0004833913,0.0006750204,0.00020361974,0.001544902,0.0003418876],"domain_scores_gemma":[0.994511,0.004179906,0.0006569169,0.00014127161,0.0003080974,0.00020277758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019698304,0.00016609172,0.000628114,0.00048229657,0.00012511732,0.000033236734,0.00017202564,0.00013673393,0.00016446415],"category_scores_gemma":[0.0078062606,0.00011997482,0.00022714747,0.0010128584,0.00023953585,0.00017275896,0.00012244939,0.0011376536,0.0000025934949],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004653117,0.00032958543,0.9623302,0.00008547241,0.0004971265,0.00036949525,0.00024169293,0.000015977428,0.0044454294,0.000034888886,0.0025065206,0.028678272],"study_design_scores_gemma":[0.0012771172,0.00090980565,0.99456966,0.00057996996,0.00007176483,0.00034729062,0.0003515047,0.0004842907,0.0003726378,0.00023867229,0.0006794126,0.00011789166],"about_ca_topic_score_codex":0.000061956445,"about_ca_topic_score_gemma":0.000029566121,"teacher_disagreement_score":0.032239415,"about_ca_system_score_codex":0.00086871773,"about_ca_system_score_gemma":0.00060968765,"threshold_uncertainty_score":0.9345387},"labels":[],"label_agreement":null},{"id":"W4416028691","doi":"10.1007/s11325-025-03525-7","title":"Associations between risk of obstructive sleep apnea and cognitive performance In Parkinson’s disease: evidence from the Canadian Longitudinal Study on Aging","year":2025,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Montreal General Hospital; Montreal Neurological Institute and Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Obstructive sleep apnea; Longitudinal study; Cognition; Effects of sleep deprivation on cognitive performance; Association (psychology); Neurology; Sleep apnea; Cohort study; Sleep (system call)","score_opus":0.038585973892036794,"score_gpt":0.32298699329357367,"score_spread":0.2844010194015369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416028691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99657404,0.001247743,0.0000862841,0.0006932806,0.000062630905,0.00075893337,0.00028027443,0.0000116019255,0.00028517997],"genre_scores_gemma":[0.99967664,0.000053710366,0.000066213106,0.000053316086,0.000075262964,0.000030391884,0.00002419998,0.000010663213,0.000009619181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984275,0.00024426493,0.0002639164,0.00040434932,0.00036044538,0.00029950932],"domain_scores_gemma":[0.99775815,0.0015771484,0.00010871039,0.0001989619,0.00017113128,0.00018591374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006650056,0.00016072734,0.00031930296,0.00025434414,0.0004716931,0.000064220774,0.000106892956,0.00006202863,0.0000074936247],"category_scores_gemma":[0.0011632877,0.00012483314,0.000039677176,0.00040332627,0.0001871232,0.00019495952,0.00010589584,0.00055805297,0.0000015457767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001041897,0.000051230898,0.93243116,0.000023165183,0.00044186195,0.000030655752,0.004144794,0.0000048797897,0.00000673399,0.000022742337,9.5033676e-7,0.06273763],"study_design_scores_gemma":[0.0011804404,0.00012329825,0.99297583,0.00055205275,0.0007540762,0.0000011329628,0.0028380363,0.001245773,0.00008743492,0.00013650738,0.0000051574802,0.00010026655],"about_ca_topic_score_codex":0.08445139,"about_ca_topic_score_gemma":0.049263358,"teacher_disagreement_score":0.06263736,"about_ca_system_score_codex":0.00025468986,"about_ca_system_score_gemma":0.000097632386,"threshold_uncertainty_score":0.9680851},"labels":[],"label_agreement":null},{"id":"W4416032370","doi":"","title":"High-flow nasal cannula therapy for children and adolescents with obstructive sleep apnoea: abridged secondary publication.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Obstructive sleep apnea; Cannula; Sleep (system call); Nasal cannula; Nasal decongestant","score_opus":0.008899651266297827,"score_gpt":0.24247893396806575,"score_spread":0.23357928270176792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416032370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870943,0.00065648986,0.001069275,0.004012704,0.00023622591,0.0058789058,0.00020056457,0.00011035821,0.000741176],"genre_scores_gemma":[0.99350065,0.000025263324,0.0014679892,0.00071619527,0.0001958704,0.0033385816,0.000193705,0.00004280261,0.00051895325],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99816465,0.000060346505,0.00024772037,0.00058450387,0.0003515152,0.00059128425],"domain_scores_gemma":[0.9985844,0.00006353594,0.00008890378,0.0004198906,0.00057762244,0.00026566916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028851096,0.00023264516,0.0003614386,0.00032620222,0.00016936629,0.00008964039,0.00018240229,0.00011672882,0.000020990003],"category_scores_gemma":[0.00024902748,0.00018697961,0.00006608319,0.00047398751,0.00026432585,0.00021926616,0.00007621779,0.00034435574,0.00000278722],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002137878,0.00019882592,0.30805367,0.00010001894,0.0006514921,0.0000039844117,0.00008556129,0.0000020986142,0.00011167787,0.00066313444,0.0013086422,0.686683],"study_design_scores_gemma":[0.009937798,0.00010674907,0.9852379,0.000027583228,0.00007564278,0.00002597949,0.00004383501,0.0000836159,0.003433081,0.00023280123,0.00062694936,0.00016804674],"about_ca_topic_score_codex":0.00010575555,"about_ca_topic_score_gemma":0.000025205116,"teacher_disagreement_score":0.686515,"about_ca_system_score_codex":0.00020857285,"about_ca_system_score_gemma":0.00010614471,"threshold_uncertainty_score":0.76248074},"labels":[],"label_agreement":null},{"id":"W4416057645","doi":"10.1093/eurheartj/ehaf847","title":"Focus on trials: primary prevention, ischaemic heart disease, atrial fibrillation, and obstructive sleep apnoea","year":2025,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Sleep (system call); Ischaemic heart disease; Atrial fibrillation; Electrocardiography; Sleep apnea","score_opus":0.05085029964093972,"score_gpt":0.3590479851831295,"score_spread":0.3081976855421898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416057645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95603114,0.006151338,0.0015162004,0.017942546,0.0016356951,0.0015930724,0.000035371137,0.00011607003,0.014978552],"genre_scores_gemma":[0.9912243,0.00017636076,0.0019729391,0.00068014447,0.004145435,0.0000025418142,0.000019924562,0.0000705193,0.0017078391],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953894,0.002202045,0.0008060334,0.00046707218,0.00070313195,0.00043229345],"domain_scores_gemma":[0.99788004,0.0006451042,0.00021644881,0.00038058657,0.000346444,0.0005313644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030513448,0.000265631,0.0006794,0.00051188975,0.00044350527,0.00016749128,0.00012466458,0.00006098993,0.00024824694],"category_scores_gemma":[0.0028657487,0.0002221549,0.0004707006,0.0003967159,0.00019338109,0.00024443353,0.00015582588,0.00079845125,0.00013621613],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016254196,0.00023533896,0.66100675,0.00031722756,0.0017784716,0.00064243155,0.00050757115,0.00026031217,0.009943769,0.0029714857,0.029581152,0.27650133],"study_design_scores_gemma":[0.0058923066,0.00060135603,0.9454906,0.0003880856,0.0003182096,0.00056030054,0.00008731728,0.00011529955,0.00033653644,0.0030547883,0.042941827,0.00021337508],"about_ca_topic_score_codex":0.0000025570455,"about_ca_topic_score_gemma":5.033857e-7,"teacher_disagreement_score":0.28448388,"about_ca_system_score_codex":0.0002534278,"about_ca_system_score_gemma":0.00023358609,"threshold_uncertainty_score":0.90592134},"labels":[],"label_agreement":null},{"id":"W4416063261","doi":"10.1111/ceo.70022","title":"Effect of Continuous Positive Airway Pressure on Intraocular Pressure in Patients With Obstructive Sleep Apnoea: A Systematic Review and Meta‐Analysis","year":2025,"lang":"en","type":"review","venue":"Clinical and Experimental Ophthalmology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Intraocular pressure; Positive airway pressure; Sleep (system call); Positive pressure; Elevated intraocular pressure","score_opus":0.02442542501790072,"score_gpt":0.39672639710655444,"score_spread":0.3723009720886537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416063261","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004822518,0.9853869,9.857305e-7,0.000021955588,0.000058544523,0.0091268,0.00025635413,0.000010364931,0.0003155406],"genre_scores_gemma":[0.15643148,0.84019935,0.0001001297,0.00011036314,0.00003656556,0.0022903348,0.00033403857,0.00008372707,0.0004140298],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9929292,0.0035293773,0.0016391091,0.0011230556,0.0004080005,0.0003712463],"domain_scores_gemma":[0.9953059,0.0029007487,0.0007150582,0.0006674826,0.00017811383,0.00023267457],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010031787,0.0007237314,0.013960322,0.00042872434,0.00004771018,0.000013697057,0.00022999248,0.0005950806,0.00014135252],"category_scores_gemma":[0.00074434956,0.00041105223,0.0013468022,0.0006788091,0.0008476598,0.000054698572,0.0003122207,0.00090619776,0.0000042768233],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010697419,0.00088343554,0.0030003332,0.7664046,0.22678214,0.00026138642,0.000037623802,4.447488e-7,2.3343276e-7,0.00004326744,0.0000030021915,0.0015137848],"study_design_scores_gemma":[0.00312708,0.011871373,0.0010269281,0.054670375,0.928466,0.00023592197,0.000022591552,0.0000049448377,0.000045085737,0.0000030939686,0.000117315896,0.0004092598],"about_ca_topic_score_codex":0.000029403427,"about_ca_topic_score_gemma":3.5516788e-7,"teacher_disagreement_score":0.71173424,"about_ca_system_score_codex":0.000039960476,"about_ca_system_score_gemma":0.000044741108,"threshold_uncertainty_score":0.9998341},"labels":[],"label_agreement":null},{"id":"W4416073471","doi":"10.2147/nss.s521723","title":"Prevalence and Risk Factors of Positional Obstructive Sleep Apnea in Chinese Children: A Retrospective Study","year":2025,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Obstructive sleep apnea; Retrospective cohort study; Natural history; Disease; Sleep apnea; Family history; Epidemiology; Longitudinal study","score_opus":0.004588060548336071,"score_gpt":0.29107819868248797,"score_spread":0.2864901381341519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416073471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971873,0.0010521004,0.000016553386,0.000064562446,0.0000894008,0.00076102494,0.000060551225,0.000008293414,0.000760171],"genre_scores_gemma":[0.9995508,0.00004744422,0.00034325174,0.000010442344,0.000017706281,0.000007918865,0.0000021808733,0.000005167254,0.000015070582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981251,0.00006395777,0.0002640218,0.00053461763,0.0007699944,0.00024233772],"domain_scores_gemma":[0.9989641,0.00011976024,0.0001257983,0.00024955187,0.0004396016,0.00010122204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005936294,0.0001587543,0.00037191028,0.00068120816,0.00013418407,0.000018529385,0.00020704813,0.00013067378,0.0000146499615],"category_scores_gemma":[0.00097187964,0.000116959796,0.00004253779,0.0017421975,0.0013530389,0.00027570833,0.00020488033,0.00072202564,1.9107773e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018325927,0.00029500885,0.9900166,0.000054917047,0.000086390064,0.0000040258283,0.0012916351,0.000003912595,0.0047731465,0.0006737227,6.546852e-7,0.0026167298],"study_design_scores_gemma":[0.0014356421,0.00053662696,0.9916576,0.00005025018,0.00007156996,0.00000992211,0.00083637,0.00062566844,0.0035159725,0.0011769956,1.13272094e-7,0.000083267994],"about_ca_topic_score_codex":0.00014119613,"about_ca_topic_score_gemma":0.000024031471,"teacher_disagreement_score":0.002533462,"about_ca_system_score_codex":0.00010056946,"about_ca_system_score_gemma":0.00006549274,"threshold_uncertainty_score":0.49853286},"labels":[],"label_agreement":null},{"id":"W4416101808","doi":"10.1136/thorax-2025-btsabstracts.29","title":"S23 Obstructive sleep apnoea and metabolic syndrome in adults: evidence from case-control studies of a systematic review and meta-analysis","year":2025,"lang":"","type":"review","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Odds ratio; Meta-analysis; Metabolic syndrome; Epidemiology; Context (archaeology); Cohort; Cohort study","score_opus":0.10072439914699423,"score_gpt":0.393157049563706,"score_spread":0.2924326504167118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416101808","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005137967,0.9684604,0.00027284198,0.0005096082,0.00011298874,0.028050546,0.0020046853,0.000030949133,0.0000442195],"genre_scores_gemma":[0.03162751,0.96122026,0.0009896659,0.00019048736,0.000029356672,0.005481913,0.00003188703,0.00008986288,0.00033904548],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9755066,0.0094142705,0.008341673,0.0034051042,0.0020993468,0.0012329826],"domain_scores_gemma":[0.96267116,0.026954725,0.0036767882,0.003344749,0.0027013212,0.00065128005],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.007413969,0.002483803,0.0638808,0.0037969195,0.00021566855,0.000111309324,0.00095439167,0.0007131231,0.0014389323],"category_scores_gemma":[0.033367865,0.0015819909,0.005601583,0.008718015,0.0015602115,0.0006833534,0.0011918192,0.001840854,0.000027226066],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004841715,0.00007916238,0.00014103435,0.5469138,0.44731653,0.001889626,0.0003738149,7.664127e-7,2.9175115e-7,0.00009295318,0.0000011289459,0.0031424556],"study_design_scores_gemma":[0.0011552005,0.00023416204,0.00024601293,0.32997698,0.66368175,0.0017062438,0.0021371609,0.00015824135,0.0000014998906,0.00005466112,0.000005714431,0.0006423609],"about_ca_topic_score_codex":0.0023884396,"about_ca_topic_score_gemma":0.0011493568,"teacher_disagreement_score":0.21693683,"about_ca_system_score_codex":0.0004997011,"about_ca_system_score_gemma":0.00032100143,"threshold_uncertainty_score":0.99947387},"labels":[],"label_agreement":null},{"id":"W4416139145","doi":"10.1002/ohn.70028","title":"Airway Changes After Sleep Apnea Surgery Using Drug‐Induced Sedation Endoscopy: A Systematic Review and Meta‐analysis","year":2025,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Canadian Sleep & Circadian Network","funders":"","keywords":"Sedation; Airway; Sleep apnea; Apnea; Sleep (system call); Breathing; Positive airway pressure","score_opus":0.03585463897962447,"score_gpt":0.32540692781260244,"score_spread":0.28955228883297796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416139145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7755841,0.20217778,0.002535485,0.012148912,0.0002553126,0.0062988703,0.000053348464,0.00015559037,0.00079057587],"genre_scores_gemma":[0.99491405,0.0004840698,0.00053149095,0.002824119,0.000029867413,0.00079605164,0.000041631418,0.000026412434,0.00035228435],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99758136,0.00076764484,0.0004962929,0.0005034194,0.0002602442,0.00039101543],"domain_scores_gemma":[0.9982401,0.0005974854,0.00018322622,0.00062028226,0.00023309539,0.00012579786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001033104,0.00025366325,0.002545174,0.001004495,0.00008487956,0.000024928479,0.000103418184,0.000136548,0.00056028087],"category_scores_gemma":[0.00053944765,0.00019863868,0.00044980593,0.0014024295,0.00010886407,0.00010128605,0.0001362267,0.00025467313,0.000025003805],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025273257,0.00027635045,0.041619353,0.6441277,0.30115402,0.0005013153,0.00038929252,0.0000018509362,0.010935678,0.00039058857,0.00014164348,0.00020941229],"study_design_scores_gemma":[0.000634144,0.00008036446,0.008808734,0.0022056613,0.9797495,0.00016073203,0.00015080906,0.0029556507,0.0048157885,0.000041380295,0.000035959813,0.00036125287],"about_ca_topic_score_codex":0.00011137346,"about_ca_topic_score_gemma":0.0001445911,"teacher_disagreement_score":0.6785955,"about_ca_system_score_codex":0.00009287599,"about_ca_system_score_gemma":0.00005028565,"threshold_uncertainty_score":0.810025},"labels":[],"label_agreement":null},{"id":"W4416155405","doi":"10.1101/2025.11.08.25339824","title":"Genome-wide analysis in over 1.6 million participants uncovers 147 loci associated with obstructive sleep apnoea","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; National Institute of Mental Health; Medical Research Council; Canadian Institutes of Health Research; Rebecca L. Cooper Medical Research Foundation; Queensland University of Technology; National Institutes of Health; Government of Canada; QIMR Berghofer Medical Research Institute; Massachusetts General Hospital","keywords":"Heritability; Genome-wide association study; Sleep (system call); Population; Body mass index; GABAergic; Genetic variants; Gene","score_opus":0.02790310592466392,"score_gpt":0.30854544916592175,"score_spread":0.2806423432412578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416155405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99377495,0.00034571203,0.00079501385,0.00034462495,0.0002698899,0.0014969026,0.00027328622,0.00011613845,0.0025834902],"genre_scores_gemma":[0.9973682,0.00006469476,0.00031833403,0.00016638645,0.00008523415,0.00023154363,0.0007429986,0.000068973066,0.00095364446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99424964,0.0005730917,0.00086423504,0.0015286987,0.0015565869,0.0012277588],"domain_scores_gemma":[0.99648225,0.0006309651,0.00046135922,0.0013569632,0.0006395506,0.0004289243],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010830096,0.000691828,0.0018295757,0.0021794343,0.00010119385,0.00007177109,0.00052350527,0.00068713294,0.0005559287],"category_scores_gemma":[0.002201778,0.00060329103,0.0005267407,0.0040394105,0.0003682182,0.00011324351,0.0007927838,0.0020981187,0.000034927107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006348182,0.00031884856,0.9811923,0.00022105577,0.008703568,0.00046805796,0.0007923011,0.0067626867,0.00033946344,0.000021683783,0.000012346617,0.0005328721],"study_design_scores_gemma":[0.0026616144,0.000138345,0.9851613,0.00026557044,0.0037001597,0.0000015275084,0.0003302061,0.0057117217,0.0011503927,0.0002603671,0.00011763397,0.0005011544],"about_ca_topic_score_codex":0.0007070347,"about_ca_topic_score_gemma":0.0021938563,"teacher_disagreement_score":0.005003408,"about_ca_system_score_codex":0.0022577206,"about_ca_system_score_gemma":0.00038132648,"threshold_uncertainty_score":0.99964184},"labels":[],"label_agreement":null},{"id":"W4416290061","doi":"10.1007/s11325-025-03534-6","title":"Head-of-bed elevation outcomes on apnea severity nasal resistance in obstructive sleep apnea: a multicenter observational study","year":2025,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Obstructive sleep apnea; Rhinomanometry; Observational study; Otorhinolaryngology; Neurology; Sleep apnea; Multicenter study; Sleep (system call); Polysomnography","score_opus":0.04106282028800438,"score_gpt":0.35025824759072255,"score_spread":0.30919542730271815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416290061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953562,0.00010864613,0.0004335047,0.0012092124,0.00023196165,0.001155201,0.000020826003,0.00003984851,0.0014445968],"genre_scores_gemma":[0.9971668,0.000002352,0.002147866,0.0003013586,0.000043148626,0.00007092929,0.000026754007,0.000018825316,0.0002219463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978479,0.0001793384,0.0005300458,0.0005273803,0.0005786709,0.000336654],"domain_scores_gemma":[0.9987081,0.00045493248,0.000127635,0.00033538134,0.00028846465,0.000085441265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005259444,0.00024010573,0.00050865836,0.00040769755,0.00014102878,0.000035735426,0.00012962183,0.00011677605,0.000020579355],"category_scores_gemma":[0.0006354345,0.00021229185,0.00008569276,0.00058439723,0.00012717932,0.00024427878,0.00012377066,0.00046841637,0.0000036384556],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001356886,0.0008947549,0.9745285,0.00018070651,0.00029530213,0.000055156146,0.003058564,0.000009781908,0.0013843216,0.0017211399,0.0000069619628,0.01650792],"study_design_scores_gemma":[0.005790243,0.00017940637,0.98599607,0.00014818767,0.00008234244,0.0000027981337,0.002314286,0.0036716857,0.0010122126,0.00060628256,0.000045001736,0.00015148336],"about_ca_topic_score_codex":0.0002088138,"about_ca_topic_score_gemma":0.00029154713,"teacher_disagreement_score":0.016356437,"about_ca_system_score_codex":0.00026117067,"about_ca_system_score_gemma":0.00004247228,"threshold_uncertainty_score":0.865701},"labels":[],"label_agreement":null},{"id":"W4416330348","doi":"10.1097/scs.0000000000012129","title":"Effectiveness of Maxillo-Mandibular Advancement on Obstructive Sleep Apnea—A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Respiratory disturbance index; Obstructive sleep apnea; Pittsburgh Sleep Quality Index; Funnel plot; Airway; Quality of life (healthcare); Continuous positive airway pressure; Strictly standardized mean difference; Apnea–hypopnea index","score_opus":0.026326454327209522,"score_gpt":0.3252655474486745,"score_spread":0.29893909312146494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416330348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6468356,0.30066738,0.033353686,0.005202248,0.0015616241,0.010233847,0.00024903915,0.00005286592,0.0018436868],"genre_scores_gemma":[0.99789494,0.0015215188,0.0001825761,0.00023330294,0.000022864979,0.000048325594,0.0000049028295,0.00001768662,0.0000738879],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99622697,0.0008916147,0.0014066143,0.0002603798,0.00095747336,0.00025698103],"domain_scores_gemma":[0.99576145,0.0017046449,0.0009215727,0.0003831245,0.0010605669,0.00016864884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036574905,0.00026630008,0.0049540317,0.0010434539,0.000071093535,0.00001976295,0.00013807173,0.00009070541,0.0001975893],"category_scores_gemma":[0.0021771218,0.00017879004,0.0020584704,0.0013458839,0.00015838399,0.00016198112,0.000056291366,0.00033797364,0.0000032247297],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019419865,0.0006317258,0.018292163,0.49828705,0.47601664,0.0003658708,0.00009808726,0.0001001617,0.0021977897,0.0011445135,0.0000326211,0.00089139654],"study_design_scores_gemma":[0.0012210073,0.00039477862,0.06606089,0.00811362,0.91838694,0.00011339456,0.00015174731,0.00003842835,0.0046288944,0.000551287,0.0000677375,0.00027125838],"about_ca_topic_score_codex":0.000009617084,"about_ca_topic_score_gemma":5.523367e-7,"teacher_disagreement_score":0.49017343,"about_ca_system_score_codex":0.00019035928,"about_ca_system_score_gemma":0.00008409057,"threshold_uncertainty_score":0.7290846},"labels":[],"label_agreement":null},{"id":"W4416337473","doi":"10.1002/cjs.70028","title":"A precision trial case study for heterogeneous treatment effects in obstructive sleep apnea","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Statistics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Canadian Statistical Sciences Institute; National Institute of Mental Health; Discovery Eye Foundation; Fonds de Recherche du Québec - Santé; Fonds de recherche du Québec – Nature et technologies; Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Bayesian probability; Clinical trial; Biomarker; Missing data; Flexibility (engineering); Subgroup analysis; Variable (mathematics); Precision medicine","score_opus":0.02731613380291499,"score_gpt":0.33404297130484684,"score_spread":0.30672683750193186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416337473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96757334,0.00027340543,0.027905958,0.00008256235,0.0009238411,0.002933374,0.00023975685,0.0000027458593,0.00006499198],"genre_scores_gemma":[0.9901911,0.0000027046963,0.009466061,0.000030286692,0.00014087147,0.0000625844,0.0000069829125,0.000020286465,0.00007909515],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9985466,0.00015228799,0.0005294801,0.00019083811,0.00021443776,0.0003663346],"domain_scores_gemma":[0.9976615,0.0009537599,0.00014588152,0.0001952003,0.0004983083,0.0005453685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030438186,0.00016629953,0.00050337525,0.00080713927,0.00011277048,0.000042379874,0.000097011645,0.00007395044,0.000024766825],"category_scores_gemma":[0.0014980616,0.00014041574,0.00009527616,0.00028638061,0.000085849504,0.000045965935,0.000010737139,0.00022424312,0.0000016977118],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024843838,0.0010442557,0.043236002,0.00023505824,0.0014293084,0.1770699,0.0046942565,0.00032623854,0.00010173866,0.00069574005,0.0003196885,0.746004],"study_design_scores_gemma":[0.7195795,0.11041394,0.07217941,0.00067051593,0.004037947,0.030660244,0.022023583,0.021268442,0.0029507715,0.011482435,0.0036722666,0.0010609422],"about_ca_topic_score_codex":0.004838374,"about_ca_topic_score_gemma":0.053771608,"teacher_disagreement_score":0.744943,"about_ca_system_score_codex":0.0014863198,"about_ca_system_score_gemma":0.0010711757,"threshold_uncertainty_score":0.9634946},"labels":[],"label_agreement":null},{"id":"W4416430343","doi":"10.12688/f1000research.164414.2","title":"Trends in sleep dentistry research in Asia: A bibliometric analysis","year":2025,"lang":"en","type":"article","venue":"F1000Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Sleep (system call); Sleep apnea; Bibliometrics; Sleep medicine; Open peer review; Public health; Alternative medicine","score_opus":0.10471220690251536,"score_gpt":0.48350450585373095,"score_spread":0.3787922989512156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416430343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90627193,0.0019493641,0.00017579626,0.0042096623,0.00010515241,0.0007791021,0.000019705682,0.00005484145,0.08643443],"genre_scores_gemma":[0.9859489,0.00016233862,0.00035987137,0.000032112912,0.000072625284,0.00028507604,0.000079271114,0.00003803247,0.01302178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9915014,0.0012775428,0.0007196176,0.001068495,0.0035189877,0.0019139393],"domain_scores_gemma":[0.99584323,0.0015208675,0.000036206235,0.0012435418,0.00094810064,0.00040806798],"candidate_categories":["bibliometrics","research_integrity","insufficient_payload"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.008048752,0.0002346756,0.0007649769,0.5714341,0.00015661774,0.00019541457,0.0008826719,0.00033933332,0.0023572007],"category_scores_gemma":[0.0022566095,0.0002286022,0.00028231,0.7177121,0.0005853677,0.00022869937,0.00095496903,0.0029354037,0.00033772926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047584434,0.00073043944,0.77027196,0.00015730887,0.0004306647,0.0018428701,0.00006858798,0.000036485286,0.002279029,0.00092667376,0.0011628065,0.22161731],"study_design_scores_gemma":[0.0028010027,0.00019105026,0.98321486,0.00008643117,0.00007432091,0.000016880653,0.00055423693,0.008587176,0.0019909353,0.0005515751,0.0017867227,0.00014478607],"about_ca_topic_score_codex":0.0026384196,"about_ca_topic_score_gemma":0.0020686456,"teacher_disagreement_score":0.22147252,"about_ca_system_score_codex":0.0015699357,"about_ca_system_score_gemma":0.00030993595,"threshold_uncertainty_score":0.99936485},"labels":[],"label_agreement":null},{"id":"W4416550976","doi":"10.5327/cbn241551","title":"Stroke profile of patients with high risk of obstructive sleep apnea: a transversal study","year":2024,"lang":"","type":"article","venue":"Arquivos de Neuro-Psiquiatria","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Blood pressure; Diabetes mellitus; Cohort; Obesity; Sleep apnea; Risk factor; Cohort study","score_opus":0.00938740401622454,"score_gpt":0.25801846637519127,"score_spread":0.24863106235896673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416550976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838193,0.0013110397,0.00084016484,0.00014099147,0.0019136171,0.007657827,0.0036387367,0.00015245278,0.0005258759],"genre_scores_gemma":[0.99751294,0.000100539146,0.0010655165,0.000025486052,0.0005354089,0.00018817242,0.00007761156,0.00032979704,0.00016456138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9893618,0.0017254145,0.0020648572,0.0020032905,0.0031340732,0.0017105527],"domain_scores_gemma":[0.99307036,0.0020631384,0.000908658,0.0017049001,0.0015034114,0.00074954296],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011854707,0.0011382949,0.0020960073,0.0013426687,0.00022461431,0.0001068249,0.00095713907,0.00046047632,0.0011924708],"category_scores_gemma":[0.0012560447,0.0009798459,0.0007237589,0.0026056694,0.0012398385,0.0006209836,0.0004195306,0.002478116,0.00009410913],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019137414,0.005652409,0.9175944,0.0021366812,0.008848578,0.00064108294,0.011006087,0.00024970117,0.006557114,0.00053944305,0.00008906917,0.027548071],"study_design_scores_gemma":[0.023897145,0.027680472,0.9047206,0.00030605597,0.010107205,0.000025033929,0.004882322,0.005535043,0.021678057,0.00016604364,0.00013920023,0.0008628135],"about_ca_topic_score_codex":0.00077293196,"about_ca_topic_score_gemma":0.00008473492,"teacher_disagreement_score":0.026685257,"about_ca_system_score_codex":0.00044094372,"about_ca_system_score_gemma":0.0006377412,"threshold_uncertainty_score":0.9998232},"labels":[],"label_agreement":null},{"id":"W4416585047","doi":"10.1007/s12630-025-03050-x","title":"Obstructive sleep apnea in adult ambulatory anesthesia: navigating guidelines and evidence for safe home discharge","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Obstructive sleep apnea; Ambulatory; Perioperative; Sleep apnea; Dilemma; MEDLINE","score_opus":0.029437950521340704,"score_gpt":0.30989897261428856,"score_spread":0.2804610220929479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416585047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9625133,0.007230597,0.00015429554,0.029011084,0.00028481212,0.0007090895,0.0000058717255,0.000010696034,0.000080219834],"genre_scores_gemma":[0.99429107,0.0001487487,0.0040195915,0.0005494433,0.0006771258,0.000023327546,0.000004709479,0.000082039645,0.00020395599],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9952803,0.0002531841,0.0017871037,0.0005267322,0.00073423964,0.0014184263],"domain_scores_gemma":[0.9922401,0.00055924134,0.000795921,0.0004000317,0.0034667759,0.002537941],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025436936,0.00053750514,0.0012162481,0.0016526399,0.0006106467,0.0002893724,0.0006548933,0.00035772758,0.000058022248],"category_scores_gemma":[0.0032973022,0.00048643368,0.00038227421,0.0011025454,0.0005904515,0.0008740621,0.000023092338,0.0018058221,0.0000041540816],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019483155,0.00010205962,0.39996538,0.0010032407,0.00061931345,0.5050605,0.0033308077,0.00029209338,0.00079746643,0.0037998417,0.001519081,0.08156192],"study_design_scores_gemma":[0.003524032,0.0010346759,0.1408382,0.003276842,0.00031075743,0.84318274,0.003356996,0.0010184784,0.00029837908,0.0013149204,0.0013379075,0.00050606433],"about_ca_topic_score_codex":0.0058655282,"about_ca_topic_score_gemma":0.008917778,"teacher_disagreement_score":0.33812225,"about_ca_system_score_codex":0.0019195318,"about_ca_system_score_gemma":0.004258608,"threshold_uncertainty_score":0.9997587},"labels":[],"label_agreement":null},{"id":"W4416608556","doi":"10.3389/fendo.2025.1715997","title":"The bidirectional association between obstructive sleep apnea and diabetic kidney disease: systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Frontiers in Endocrinology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Exacerbation; Diabetes mellitus; Renal function; Type 2 diabetes; Association (psychology); Sleep apnea","score_opus":0.029488548274364364,"score_gpt":0.3308710453017568,"score_spread":0.30138249702739245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416608556","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012255543,0.99312556,0.00024375654,0.0015657342,0.00030511981,0.00404119,0.00050093525,0.000034636698,0.00018186224],"genre_scores_gemma":[0.00002261117,0.9951021,0.00033997188,0.00017458202,0.000055763918,0.001933796,0.00027441708,0.000033989527,0.002062733],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9947207,0.002031579,0.0011947621,0.00084645825,0.0005253803,0.0006811419],"domain_scores_gemma":[0.99598664,0.0020452,0.00070000894,0.00072525657,0.0002261937,0.00031667366],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008000989,0.00053910946,0.008427747,0.0011031183,0.00020156371,0.000051762487,0.00030416087,0.00026524105,0.000047057736],"category_scores_gemma":[0.005543777,0.00034075757,0.0013270039,0.0016153583,0.0003364202,0.0000674341,0.0002911242,0.0009617056,0.0000067359283],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007763306,0.000024275516,0.0071781585,0.6509946,0.3111532,0.000034006403,0.000012161769,8.519548e-8,5.998804e-9,0.00014633176,0.000807125,0.029642299],"study_design_scores_gemma":[0.00026285078,0.000026846908,0.001229857,0.0070284647,0.9450776,0.000020478645,0.000028001077,0.000015673802,1.1376988e-7,0.00022876506,0.045826036,0.00025532715],"about_ca_topic_score_codex":0.000012183819,"about_ca_topic_score_gemma":0.000004739712,"teacher_disagreement_score":0.64396614,"about_ca_system_score_codex":0.0008151192,"about_ca_system_score_gemma":0.00019394155,"threshold_uncertainty_score":0.99990445},"labels":[],"label_agreement":null},{"id":"W4416616156","doi":"10.2196/80521","title":"App-Based Myofunctional Therapy to Improve Adherence and Outcomes of Mandibular Advancement Devices in Moderate Obstructive Sleep Apnea: Multicenter Randomized Trial Protocol","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Protocol (science); Obstructive sleep apnea; Randomization; Actigraphy; Sleep (system call); Clinical trial; MEDLINE","score_opus":0.07909369505318042,"score_gpt":0.49357498172542835,"score_spread":0.41448128667224793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416616156","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03141367,0.00000725108,0.002112153,0.0009878231,0.000025421183,0.9647999,0.000023462064,0.00003941233,0.000590946],"genre_scores_gemma":[0.055998933,4.077432e-7,0.003085742,0.00014462399,0.000057703895,0.9402192,0.000008222609,0.000034803303,0.00045035844],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99412966,0.001354865,0.0010392457,0.0009252231,0.0016917342,0.00085928955],"domain_scores_gemma":[0.99626666,0.001323001,0.00019766818,0.00067463814,0.0012528596,0.00028517874],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032947543,0.00037191965,0.0012485295,0.0011128897,0.00016839674,0.00011106097,0.00036677014,0.00018623404,0.00021299055],"category_scores_gemma":[0.0012832155,0.0002697098,0.00020245303,0.0010147784,0.0007085527,0.00023490534,0.0003315633,0.0008737598,0.000015094803],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9303597,0.0020768915,0.018228814,0.0015176635,0.00028272913,0.00002033022,0.00020253747,0.000047327798,0.00755465,0.0005131945,0.000034578883,0.039161555],"study_design_scores_gemma":[0.92889875,0.00449075,0.016029874,0.0010653521,0.000009861004,7.460106e-7,0.00018839334,0.008665399,0.035091463,0.0007668492,0.0045541995,0.00023834844],"about_ca_topic_score_codex":0.000081012506,"about_ca_topic_score_gemma":0.000023301885,"teacher_disagreement_score":0.038923208,"about_ca_system_score_codex":0.0003699138,"about_ca_system_score_gemma":0.000409825,"threshold_uncertainty_score":0.9999755},"labels":[],"label_agreement":null},{"id":"W4416634041","doi":"10.1183/13993003.congress-2025.pa1075","title":"Sex Differences in the Sexual Benefits of CPAP Therapy for OSA: A Narrative Review","year":2025,"lang":"","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Greenfield Research (Canada)","funders":"","keywords":"Sexual function; Obstructive sleep apnea; Erectile dysfunction; Arousal; Reproductive health; Narrative review; Continuous positive airway pressure","score_opus":0.06550375089520799,"score_gpt":0.3812237293662731,"score_spread":0.3157199784710651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416634041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7126548,0.23475923,0.00040057697,0.029825345,0.0003451011,0.010346495,0.0000793594,0.000016369644,0.011572727],"genre_scores_gemma":[0.9625659,0.030089175,0.00017476037,0.0025339925,0.0001288701,0.00066651125,0.000014885068,0.0000173058,0.003808602],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9963505,0.000735506,0.00092286454,0.00060547184,0.00078623294,0.0005994006],"domain_scores_gemma":[0.99606794,0.0023506,0.00019641187,0.0007165814,0.0005875191,0.00008094195],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021027727,0.00036151387,0.0012019309,0.00027722472,0.00015659607,0.000030957417,0.0006897039,0.00016168572,0.0009400518],"category_scores_gemma":[0.0011081492,0.00020097649,0.0001876167,0.0014068834,0.00050296925,0.00010094564,0.0001245201,0.00052676763,0.00000737721],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015363032,0.0021063974,0.07362696,0.01154589,0.0015276538,0.000007851108,0.031695575,0.000001218013,0.002254273,0.029212343,0.0048259296,0.8416596],"study_design_scores_gemma":[0.032219164,0.016695801,0.5841635,0.024558429,0.001149954,0.000024028242,0.29397422,0.002577921,0.029714186,0.0058063124,0.007735991,0.0013805138],"about_ca_topic_score_codex":0.00017912702,"about_ca_topic_score_gemma":0.00020347213,"teacher_disagreement_score":0.8402791,"about_ca_system_score_codex":0.000103246064,"about_ca_system_score_gemma":0.00029442814,"threshold_uncertainty_score":0.99997324},"labels":[],"label_agreement":null},{"id":"W4416634922","doi":"10.1136/archdischild-2025-329021","title":"Mean desaturation nadir values in children with sleep disordered breathing","year":2025,"lang":"en","type":"article","venue":"Archives of Disease in Childhood","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nadir; Breathing; Observational study; Sleep disordered breathing; Sleep study; Polysomnography; Pulse oximetry; Thorax (insect anatomy)","score_opus":0.005135615294451426,"score_gpt":0.2566890852021119,"score_spread":0.2515534699076605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416634922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99467343,0.0006992664,0.00027874703,0.0007758808,0.00002128352,0.001031899,0.000031384516,0.000033424443,0.0024546878],"genre_scores_gemma":[0.99796057,0.000042653508,0.0016898587,0.00007148283,0.000029729466,0.00004685638,0.00010422604,0.000023124081,0.000031479103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848205,0.00013768609,0.00032465396,0.00040639957,0.000319433,0.00032978295],"domain_scores_gemma":[0.9991456,0.00018221646,0.00006469717,0.0004094972,0.000030245405,0.00016773705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010835182,0.00018593519,0.0003157798,0.0007296997,0.00005315634,0.000017590844,0.00019166074,0.000037109356,0.000014975265],"category_scores_gemma":[0.00023561601,0.00015764328,0.000089039975,0.00055024005,0.00022287744,0.00014418922,0.0001044691,0.00033378717,0.000002142776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082232215,0.00089562155,0.9570927,0.00009954476,0.00017540388,0.000018861354,0.0022469286,0.00024188912,0.0004088492,0.0010138056,0.0000018372089,0.03698221],"study_design_scores_gemma":[0.0043341536,0.00014219964,0.98494595,0.00055878353,0.00008090596,0.000004813073,0.000285342,0.001741726,0.00089537486,0.0068774275,0.0000018922354,0.00013143096],"about_ca_topic_score_codex":0.0002508895,"about_ca_topic_score_gemma":0.00017269958,"teacher_disagreement_score":0.036850777,"about_ca_system_score_codex":0.00005183195,"about_ca_system_score_gemma":0.00015525703,"threshold_uncertainty_score":0.64285064},"labels":[],"label_agreement":null},{"id":"W4416635674","doi":"10.1183/13993003.congress-2025.pa2871","title":"Comparison of therapy outcomes in patients with PAP therapy using a patient engagement tool via PAP device vs a therapy companion app","year":2025,"lang":"","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Greenfield Research (Canada)","funders":"","keywords":"Troubleshooting; Concordance; Patient compliance; Residual; Psychological intervention; Leak; MEDLINE","score_opus":0.05377066463327324,"score_gpt":0.3721251408289733,"score_spread":0.31835447619570006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416635674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811082,0.003339534,0.0036801149,0.00049317826,0.0006265532,0.010008288,0.000032785563,0.00008025452,0.00063113164],"genre_scores_gemma":[0.9951132,0.0006469817,0.0025502895,0.00116168,0.00004910963,0.00021539636,0.00005968416,0.00012549598,0.000078184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99029666,0.0017890279,0.002509776,0.0013665586,0.0026032794,0.0014347028],"domain_scores_gemma":[0.9950629,0.0008707892,0.00088240573,0.0015479946,0.001367801,0.00026812026],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012893027,0.0011613475,0.002691791,0.0012390073,0.0003841329,0.00012291301,0.00070154876,0.00036685396,0.001315013],"category_scores_gemma":[0.000108492204,0.00081647444,0.0003809764,0.0021968617,0.0005302934,0.00038501094,0.0003303048,0.0013836971,0.00002044124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011793654,0.01123316,0.6867246,0.0001685319,0.001816445,0.000006537284,0.005002088,0.00022519472,0.00507293,0.00015440717,0.000023439876,0.27777898],"study_design_scores_gemma":[0.04362171,0.008555491,0.90246874,0.0006071804,0.00009279083,5.7965144e-7,0.0037151258,0.010566526,0.02832944,0.000050640363,0.0012503056,0.000741493],"about_ca_topic_score_codex":0.0011862594,"about_ca_topic_score_gemma":0.00009943398,"teacher_disagreement_score":0.2770375,"about_ca_system_score_codex":0.0010655372,"about_ca_system_score_gemma":0.0004000427,"threshold_uncertainty_score":0.9995979},"labels":[],"label_agreement":null},{"id":"W4416635762","doi":"10.1183/13993003.congress-2025.pa3213","title":"Cheyne-Stokes respiratory features, O2 homeostasis and heart failure severity in ADVENT-HF","year":2025,"lang":"","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; Mount Sinai Hospital; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Heart failure; Atrial fibrillation; Apnea; Diastole; Heart rate; Ejection fraction; Cheyne–Stokes respiration; Oxygen saturation","score_opus":0.014571539820593874,"score_gpt":0.31062724466152575,"score_spread":0.29605570484093185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416635762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8902715,0.063311614,0.000101202444,0.029955596,0.00083754363,0.00271462,0.00011902814,0.00012488451,0.012564038],"genre_scores_gemma":[0.9915659,0.0006217632,0.0013054695,0.003039886,0.00025703528,0.00008359794,0.000019159994,0.0000601375,0.00304706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99465954,0.0006961747,0.00087923673,0.0013776544,0.0010224385,0.0013649727],"domain_scores_gemma":[0.99736595,0.0004124179,0.00010601739,0.0011117364,0.0004022742,0.0006015941],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014796011,0.0006499007,0.0011589886,0.0013137475,0.00030622343,0.0001649827,0.00037532757,0.0007224392,0.0018460586],"category_scores_gemma":[0.0012093656,0.0006214264,0.00021851846,0.0020985636,0.0008876056,0.00041587162,0.00079192023,0.002239351,0.000118518605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024317584,0.0015804943,0.6479598,0.0034685608,0.001045656,0.0005732841,0.0017746476,0.0000062742142,0.033214204,0.0051144324,0.05548657,0.24734427],"study_design_scores_gemma":[0.00745519,0.0005303703,0.79028475,0.00070963346,0.00020358674,0.00003816658,0.006946899,0.00018843682,0.028829252,0.00035322752,0.1638377,0.00062276254],"about_ca_topic_score_codex":0.0006770324,"about_ca_topic_score_gemma":0.0025113195,"teacher_disagreement_score":0.2467215,"about_ca_system_score_codex":0.00079449534,"about_ca_system_score_gemma":0.00057977263,"threshold_uncertainty_score":0.9996237},"labels":[],"label_agreement":null},{"id":"W4416635852","doi":"10.1183/13993003.congress-2025.pa3559","title":"Efficacy of EPAP enhanced Oral Appliance Therapy in patients with Severe obstructive sleep apnea (OSA) EPAP enhanced Oral Appliance Therapy","year":2025,"lang":"","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; Staples (Canada); Toronto Sleep Institute","funders":"","keywords":"Oral appliance; Obstructive sleep apnea; Continuous positive airway pressure; Apnea; Sleep apnea","score_opus":0.014883292777109498,"score_gpt":0.2979274726103821,"score_spread":0.2830441798332726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416635852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95522624,0.0019078279,0.01560124,0.00038177284,0.0010752864,0.012438486,0.00016080934,0.00017205688,0.013036263],"genre_scores_gemma":[0.9892858,0.0007609855,0.005485446,0.00053407624,0.00021047986,0.0010106234,0.00014825468,0.00026688506,0.002297428],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9871612,0.00088620855,0.0025933841,0.0033488758,0.0029903257,0.0030199806],"domain_scores_gemma":[0.9918245,0.0010382815,0.0011588582,0.00282966,0.0024372286,0.00071146217],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009788967,0.0020553009,0.0034981847,0.0011423402,0.0004170284,0.00014979171,0.0018916291,0.0009893698,0.0026684783],"category_scores_gemma":[0.00039516788,0.0017129439,0.00057468575,0.005755261,0.002298954,0.0009115374,0.00050415826,0.0024690847,0.00022830779],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06643207,0.006964872,0.114345655,0.00056719274,0.0027134414,0.000032704043,0.0024771374,0.00034863644,0.050720967,0.0011014909,0.00006320085,0.75423265],"study_design_scores_gemma":[0.08646438,0.0046899715,0.5254879,0.00085037685,0.00016086796,0.0000031376776,0.0016668282,0.00084416586,0.37717608,0.0005793637,0.00047435382,0.0016025905],"about_ca_topic_score_codex":0.0004156269,"about_ca_topic_score_gemma":0.00020808807,"teacher_disagreement_score":0.75263005,"about_ca_system_score_codex":0.0013619419,"about_ca_system_score_gemma":0.000715587,"threshold_uncertainty_score":0.9998323},"labels":[],"label_agreement":null},{"id":"W4416636833","doi":"10.1183/13993003.congress-2025.oa4372","title":"Comparison of positive airway pressure device download data with and without oximetry to polysomnography.","year":2025,"lang":"","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Gold standard (test); Polysomnography; Positive airway pressure; Download; Airway; Continuous positive airway pressure","score_opus":0.03166305123980716,"score_gpt":0.3836608251786452,"score_spread":0.351997773938838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416636833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86969054,0.03425133,0.026664246,0.0059928484,0.00046496786,0.0068698833,0.0026048983,0.000119239776,0.053342067],"genre_scores_gemma":[0.99111784,0.000057133206,0.006788459,0.00039725396,0.00006890673,0.000022441167,0.00015033498,0.000032914497,0.001364696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950726,0.00035807258,0.00088014384,0.0015687416,0.0012378774,0.00088254624],"domain_scores_gemma":[0.99508035,0.00049683417,0.00024595796,0.0025189535,0.0010094239,0.00064847845],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000736195,0.0005791316,0.0015050983,0.001222157,0.00023156265,0.00010359992,0.0010500158,0.0002822809,0.0005671055],"category_scores_gemma":[0.00041566556,0.0004513724,0.00008330053,0.003057282,0.0010101103,0.00041522575,0.0020083059,0.00090555387,0.000040028353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045374692,0.0010865165,0.91348696,0.0014316153,0.004695341,0.000010410177,0.001189641,0.000012097983,0.016177572,0.00067841867,0.0014917626,0.0552022],"study_design_scores_gemma":[0.010223051,0.004942126,0.7175257,0.0022883536,0.0060931407,0.000030206716,0.013577328,0.01278087,0.22771107,0.000019360583,0.0038860566,0.000922728],"about_ca_topic_score_codex":0.0011610538,"about_ca_topic_score_gemma":0.000420077,"teacher_disagreement_score":0.2115335,"about_ca_system_score_codex":0.000061205195,"about_ca_system_score_gemma":0.0002447768,"threshold_uncertainty_score":0.9997938},"labels":[],"label_agreement":null},{"id":"W4416636879","doi":"10.1183/13993003.congress-2025.oa4352","title":"Late Breaking Abstract - Effect of peak flow triggered adaptive servo-ventilation (ASVPF) on mortality in heart failure patients with prolonged Cheyne-Stokes respiratory cycle","year":2025,"lang":"","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; Mount Sinai Hospital; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Heart failure; Cheyne–Stokes respiration; Apnea; Mortality rate; Obstructive sleep apnea; Respiratory failure; Respiration","score_opus":0.014602119891577003,"score_gpt":0.3004269074701128,"score_spread":0.2858247875785358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416636879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908707,0.00021191403,0.00006551769,0.00025765886,0.0002834728,0.0057346383,0.000106199856,0.000071916555,0.0023979445],"genre_scores_gemma":[0.9990712,0.0000032455002,0.00028090438,0.000099481564,0.00008643852,0.00016980895,0.00008142621,0.00007676609,0.00013076018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9933374,0.0010925508,0.0014320258,0.0012757651,0.001831809,0.0010304705],"domain_scores_gemma":[0.9965492,0.000731419,0.00055014883,0.0010936063,0.000797438,0.00027819385],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023862266,0.00076413,0.0015491905,0.0011424385,0.00020843542,0.00006343108,0.00033977846,0.00051610486,0.000554203],"category_scores_gemma":[0.00070224545,0.00061287935,0.00032199017,0.0017926792,0.00044400277,0.00056816457,0.00019676228,0.0015063294,0.000050241408],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0230834,0.0016951674,0.94416946,0.0017654268,0.0010477414,0.00004655022,0.0005816178,0.0024645885,0.0079283975,0.000047362653,0.00006196926,0.017108342],"study_design_scores_gemma":[0.016311707,0.0046545127,0.9045046,0.0019997538,0.00040003486,5.901744e-7,0.00019025509,0.008029515,0.06341713,0.000029448354,0.00006551823,0.00039691114],"about_ca_topic_score_codex":0.0005697509,"about_ca_topic_score_gemma":0.0011302099,"teacher_disagreement_score":0.05548873,"about_ca_system_score_codex":0.0008645771,"about_ca_system_score_gemma":0.00033334503,"threshold_uncertainty_score":0.99963224},"labels":[],"label_agreement":null},{"id":"W4416636905","doi":"10.1183/13993003.congress-2025.oa4373","title":"CRC iDREAM - an ERS Clinical Research Collaboration: An International Survey on the Diagnosis and Management of Sleep-Disordered Breathing in Infants","year":2025,"lang":"","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Ottawa Hospital","funders":"","keywords":"Polysomnography; Guideline; Pediatric research; Breathing; Cardiorespiratory fitness; Obstructive sleep apnea; Sleep disordered breathing; Sleep apnea","score_opus":0.15640316514859867,"score_gpt":0.5045034964795201,"score_spread":0.34810033133092144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416636905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96737075,0.00032532547,0.00007955356,0.008700636,0.0008276455,0.0029184064,0.00014024794,0.000018793722,0.019618636],"genre_scores_gemma":[0.9935184,0.0046163867,0.00041993207,0.0002874458,0.00012621889,0.00022758589,0.00011448695,0.000031641604,0.0006578638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98935217,0.005335566,0.0014351819,0.0011505559,0.0020309095,0.0006956341],"domain_scores_gemma":[0.9910568,0.0053924234,0.00017476708,0.0012668137,0.0018015394,0.0003076652],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.017736405,0.00030737452,0.0006193099,0.0011866383,0.00032134872,0.00028992075,0.0009652718,0.00029255633,0.0011692293],"category_scores_gemma":[0.0042292136,0.00024260169,0.000074729505,0.0030736758,0.0012094202,0.0006144643,0.00089506555,0.0013263731,0.00001922856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033084499,0.0028198564,0.8447151,0.00018111902,0.00077414414,0.000071774804,0.0011699792,0.000036038342,0.000020629774,0.018443784,0.00053296366,0.12792613],"study_design_scores_gemma":[0.0047975006,0.0015279639,0.963259,0.00059398316,0.000059818558,0.0000011420415,0.013372077,0.014809404,0.00039643835,0.0006366066,0.0003672728,0.00017883102],"about_ca_topic_score_codex":0.0036129807,"about_ca_topic_score_gemma":0.008752992,"teacher_disagreement_score":0.1277473,"about_ca_system_score_codex":0.0004032846,"about_ca_system_score_gemma":0.00025403954,"threshold_uncertainty_score":0.9997438},"labels":[],"label_agreement":null},{"id":"W4416637315","doi":"10.1183/13993003.congress-2025.pa4565","title":"The Duration and Severity of Parkinson's Disease on the Risk of Obstructive Sleep Apnea","year":2025,"lang":"","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Physiotherapy Association","funders":"","keywords":"Obstructive sleep apnea; Disease; Body mass index; Correlation; Apnea; Severity of illness; Risk factor; Sleep apnea","score_opus":0.01111859807057363,"score_gpt":0.2739382766392549,"score_spread":0.26281967856868127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416637315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774557,0.0022968743,0.0011157136,0.0072582313,0.000504929,0.0020003894,0.00019122104,0.000014339594,0.009162647],"genre_scores_gemma":[0.9979381,0.0009814028,0.000103377424,0.00010141673,0.00008178251,0.0000545847,0.000005134853,0.000017986074,0.0007162073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962647,0.0010482562,0.0008253725,0.00051947247,0.0009098177,0.00043240024],"domain_scores_gemma":[0.9935271,0.0038942897,0.00050556427,0.0011089636,0.0007515385,0.00021253494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015906743,0.00030623566,0.00047402014,0.00016847369,0.00060379255,0.00005155179,0.00037699277,0.00010887046,0.00025873428],"category_scores_gemma":[0.005782672,0.00016103536,0.00021005934,0.0007728218,0.0022390871,0.00012085447,0.00034958046,0.00069756806,0.000008869122],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0074903825,0.00054561783,0.6418296,0.0006159022,0.0022618414,0.00001277656,0.0010675654,0.00003122901,0.001462449,0.103698015,0.00028043508,0.24070418],"study_design_scores_gemma":[0.0015607014,0.00030936766,0.93978965,0.00012795387,0.0007180331,0.0000014452467,0.00489358,0.024813624,0.018250914,0.00800959,0.0013910935,0.00013405885],"about_ca_topic_score_codex":0.00027341346,"about_ca_topic_score_gemma":0.000061363644,"teacher_disagreement_score":0.29796004,"about_ca_system_score_codex":0.0001443792,"about_ca_system_score_gemma":0.00016660367,"threshold_uncertainty_score":0.82500094},"labels":[],"label_agreement":null},{"id":"W4416637325","doi":"10.1183/13993003.congress-2025.pa643","title":"Impact of Different Algorithms on Evaluating Changes in Oscillometry Parameters During Quiet Breathing","year":2025,"lang":"","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Reactance; QUIET; Breathing; Coefficient of variation; Ventilation (architecture); Respiratory system","score_opus":0.046274638176795106,"score_gpt":0.40447993505505486,"score_spread":0.35820529687825975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416637325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99343735,0.0006084483,0.00026699362,0.00051844143,0.0006211132,0.0016570901,0.000036298195,0.00004217227,0.002812113],"genre_scores_gemma":[0.9975941,0.00017889414,0.0010600593,0.00005400437,0.00010909782,0.000064288215,0.000010704381,0.00005348689,0.00087532855],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940627,0.0006652446,0.0010315077,0.0010472164,0.0016657122,0.0015276123],"domain_scores_gemma":[0.99669856,0.0014033245,0.0002828467,0.0009409256,0.00034468475,0.00032963496],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001929001,0.00064215367,0.0013607373,0.003141074,0.00017423059,0.000076016746,0.00042405896,0.000325866,0.0011717484],"category_scores_gemma":[0.0020757492,0.00050214725,0.0004525487,0.0024268832,0.00031691522,0.00014196012,0.0006035384,0.0012919997,0.00001708631],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001799496,0.0015043825,0.6440074,0.0013946358,0.0014300412,0.00011267386,0.0018919255,0.0004715883,0.16618969,0.00009897309,0.000007809615,0.18109141],"study_design_scores_gemma":[0.0067574014,0.0033631143,0.79324275,0.0024859807,0.00019846288,0.0000111793615,0.0022983719,0.051193286,0.14003359,0.00009239091,2.0463484e-7,0.0003232468],"about_ca_topic_score_codex":0.0016004795,"about_ca_topic_score_gemma":0.0001045747,"teacher_disagreement_score":0.18076816,"about_ca_system_score_codex":0.0028137618,"about_ca_system_score_gemma":0.00020703458,"threshold_uncertainty_score":0.99974304},"labels":[],"label_agreement":null},{"id":"W4416637861","doi":"10.1183/13993003.congress-2025.pa3205","title":"Identification of Obstructive Apnea Signatures Result in Phenotypes with Distinct Biometric Differences","year":2025,"lang":"","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NSCAD University; Dalhousie University","funders":"","keywords":"Obstructive sleep apnea; Phenotype; Biometrics; Airway; Identification (biology); Sleep apnea","score_opus":0.01532463411126497,"score_gpt":0.30030621690106263,"score_spread":0.2849815827897977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416637861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9730107,0.0040963767,0.0062334216,0.0007599417,0.00074988895,0.00176408,0.00009370513,0.000042370288,0.0132495025],"genre_scores_gemma":[0.9957493,0.000078334444,0.00043102913,0.000020220692,0.000082754275,0.00006571159,0.000031195756,0.00002981677,0.0035116482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951836,0.0003940155,0.0013856221,0.0010622579,0.0012654176,0.00070909504],"domain_scores_gemma":[0.99591374,0.0014009549,0.00050535705,0.0008580322,0.0011511762,0.00017071648],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00081470737,0.0004661158,0.0009861559,0.004330932,0.00013951604,0.00009130303,0.00060393347,0.00033999153,0.00042864136],"category_scores_gemma":[0.0025570176,0.00034354473,0.00012671505,0.011548558,0.0013973267,0.00026892597,0.00025205643,0.0008195336,0.000027418288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047754017,0.0015809583,0.7347978,0.0017712044,0.0012752793,0.000051036866,0.0014721875,0.0000301469,0.07751009,0.01961443,0.000077268574,0.15704423],"study_design_scores_gemma":[0.0034706884,0.0005567155,0.91293615,0.0004165854,0.0002939873,0.0000022593138,0.004829564,0.003948415,0.07167413,0.0015560435,0.000027106455,0.00028836445],"about_ca_topic_score_codex":0.0005855545,"about_ca_topic_score_gemma":0.0003609454,"teacher_disagreement_score":0.17813838,"about_ca_system_score_codex":0.00041363094,"about_ca_system_score_gemma":0.00031432536,"threshold_uncertainty_score":0.99990165},"labels":[],"label_agreement":null},{"id":"W4416638427","doi":"10.1183/13993003.congress-2025.pa6030","title":"Late Breaking Abstract - Enhanced PAP adherence using cMAP® for sleep apnea therapy vs. APAP: A preliminary 3-month analysis","year":2025,"lang":"","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Discontinuation; Coaching; Obstructive sleep apnea; Randomized controlled trial; Positive airway pressure; Continuous positive airway pressure; Sleep apnea; Motivational interviewing","score_opus":0.036923097897218454,"score_gpt":0.3555200760664306,"score_spread":0.3185969781692122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416638427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78334594,0.0042058774,0.19301999,0.00094648864,0.0010403973,0.0053115604,0.00011924999,0.00019936531,0.011811112],"genre_scores_gemma":[0.9874246,0.00033580916,0.006664251,0.0005494183,0.00041053692,0.0003879484,0.0001018583,0.00013012273,0.003995423],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99200815,0.00032349853,0.0018884443,0.0022098213,0.001363951,0.0022061276],"domain_scores_gemma":[0.9936745,0.0016865175,0.00070636516,0.001885834,0.0014732875,0.0005734635],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014091051,0.0010958996,0.0021732694,0.0020562713,0.0008631577,0.0003579092,0.000999201,0.00068960985,0.0046970476],"category_scores_gemma":[0.0007353358,0.0010031565,0.0015302402,0.0050931578,0.00061668083,0.0006383068,0.0004612508,0.0011947198,0.0000784104],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016231222,0.0017140796,0.011933935,0.0012559212,0.020677743,0.000113376045,0.001932227,0.0037179021,0.29044572,0.00041565142,0.00007953232,0.6514827],"study_design_scores_gemma":[0.012785237,0.0037959202,0.17285636,0.00068396254,0.007850524,0.000009835224,0.0023092001,0.6392487,0.1577983,0.00057572447,0.0007154661,0.0013707693],"about_ca_topic_score_codex":0.0014360371,"about_ca_topic_score_gemma":0.00021311616,"teacher_disagreement_score":0.6501119,"about_ca_system_score_codex":0.00086622324,"about_ca_system_score_gemma":0.00047434162,"threshold_uncertainty_score":0.9992419},"labels":[],"label_agreement":null},{"id":"W4416639045","doi":"10.1183/13993003.congress-2025.oa4354","title":"Projecting the future burden of OSA in EU5 countries accounting for body mass index","year":2025,"lang":"","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Greenfield Research (Canada)","funders":"","keywords":"Body mass index; Obesity; Population; Population ageing; Index (typography); Public health; Obstructive sleep apnea; Overweight","score_opus":0.01178467284007276,"score_gpt":0.3253644118499969,"score_spread":0.31357973900992414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416639045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89308274,0.0070432588,0.010225953,0.03394565,0.0037027162,0.012849858,0.00009538495,0.0000948241,0.038959637],"genre_scores_gemma":[0.9939125,0.00014626424,0.000665506,0.00022604874,0.001744213,0.00021079658,0.000009145625,0.000044692446,0.0030408178],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99604315,0.00021919496,0.0010890829,0.00065878866,0.00094093283,0.0010488651],"domain_scores_gemma":[0.9957405,0.0019436646,0.00032872756,0.0007077198,0.0012063518,0.00007305135],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030425715,0.00038174324,0.00077830517,0.0007170879,0.0003634716,0.00014965437,0.0006345364,0.00038364992,0.00045892343],"category_scores_gemma":[0.0020997392,0.00026507955,0.0002085857,0.0017808357,0.00049535744,0.00028350356,0.0003879684,0.0011053726,0.00001093272],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030521657,0.00023831055,0.8544544,0.0066458057,0.0012462392,0.000028780982,0.006315235,0.00009915408,0.019991793,0.032172743,0.0008874176,0.074867964],"study_design_scores_gemma":[0.022375995,0.0009960387,0.2112535,0.0034154109,0.0009880249,0.000023535611,0.44475633,0.17131852,0.07858095,0.005040946,0.060123995,0.0011267568],"about_ca_topic_score_codex":0.0010497614,"about_ca_topic_score_gemma":0.00033816707,"teacher_disagreement_score":0.6432009,"about_ca_system_score_codex":0.00050370034,"about_ca_system_score_gemma":0.0007847797,"threshold_uncertainty_score":0.99998015},"labels":[],"label_agreement":null},{"id":"W4416639772","doi":"10.1183/13993003.congress-2025.oa4362","title":"Use of Sleep-Related Variables to Predict Time to Death in Patients with Heart Failure in the ADVENT-HF Trial","year":2025,"lang":"","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; Toronto Rehabilitation Institute","funders":"","keywords":"Heart failure; Ejection fraction; Proportional hazards model; Polysomnogram; Apnea; Cheyne–Stokes respiration; Accelerated failure time model; Respiratory failure","score_opus":0.01348133880434145,"score_gpt":0.2702256659034693,"score_spread":0.25674432709912787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416639772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98075306,0.000031263957,0.00025452964,0.005361018,0.0002577856,0.010917922,0.00009113211,0.000026062658,0.0023071975],"genre_scores_gemma":[0.9945531,0.0000016226868,0.0019642592,0.00071453094,0.000060433304,0.00023267513,0.000052756346,0.000044749588,0.002375865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941945,0.0010192889,0.0013410961,0.0008839852,0.0015552053,0.0010058989],"domain_scores_gemma":[0.99679923,0.0010546793,0.00012471422,0.0011174664,0.0005658552,0.00033806657],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015615876,0.00046485415,0.0010439598,0.0014569298,0.00008435891,0.00008434477,0.00057228614,0.00033872528,0.0028190499],"category_scores_gemma":[0.0022515338,0.00030718642,0.0001282256,0.0045284363,0.0001519625,0.00030619442,0.00040961,0.0009336341,0.00026748463],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10594401,0.004559853,0.87699705,0.00017369447,0.0005708471,0.000027014148,0.0014195762,0.0013932468,0.000572671,0.0008522966,0.004467515,0.0030222426],"study_design_scores_gemma":[0.12526226,0.011356788,0.8511531,0.0015087877,0.00032682277,0.0000017611397,0.0007152339,0.0034293735,0.0008861922,0.00008126065,0.0048423023,0.00043617073],"about_ca_topic_score_codex":0.0010747775,"about_ca_topic_score_gemma":0.000412839,"teacher_disagreement_score":0.025843984,"about_ca_system_score_codex":0.00051172747,"about_ca_system_score_gemma":0.00036369107,"threshold_uncertainty_score":0.999938},"labels":[],"label_agreement":null},{"id":"W4416665942","doi":"10.3390/jcm14238319","title":"Neurocognitive Recovery Following Continuous Positive Airway Pressure Therapy in Patients with Moderate to Severe Obstructive Sleep Apnea","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Neurocognitive; Cognition; Polysomnography; Breathing; Apnea; Sleep apnea","score_opus":0.021322979207194986,"score_gpt":0.3561153387893391,"score_spread":0.3347923595821441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416665942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852113,0.00038121094,0.0015225548,0.0051123714,0.0012837403,0.0015425256,0.000016952057,0.000014747819,0.004914574],"genre_scores_gemma":[0.99475616,0.000048650985,0.00094824395,0.0033448373,0.0005090289,0.000014974742,0.000008378602,0.00004028882,0.00032942503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99540275,0.00060690776,0.0018178199,0.0004915402,0.001206845,0.00047412433],"domain_scores_gemma":[0.9942032,0.0022874526,0.0006457632,0.00031460996,0.0020543288,0.0004946477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016387346,0.00033275087,0.0018446227,0.000669124,0.000073806004,0.00002213755,0.00027377185,0.00022761106,0.000085558786],"category_scores_gemma":[0.006539103,0.00021221372,0.0003251428,0.000888275,0.00027061958,0.0003012027,0.00009408235,0.0017228632,0.0000064524597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.054600995,0.00097033894,0.66927296,0.00005204472,0.001978193,0.00062610355,0.00059194735,0.000111712805,0.00013936398,0.000028833687,0.00028515872,0.27134234],"study_design_scores_gemma":[0.037013676,0.01675653,0.94207424,0.0015406152,0.00048195614,0.000034074255,0.00062455406,0.00018409578,0.00039227292,0.00035769664,0.000346925,0.00019339047],"about_ca_topic_score_codex":0.000023208995,"about_ca_topic_score_gemma":0.000006842302,"teacher_disagreement_score":0.27280125,"about_ca_system_score_codex":0.000120469136,"about_ca_system_score_gemma":0.00022356052,"threshold_uncertainty_score":0.8653825},"labels":[],"label_agreement":null},{"id":"W4416773664","doi":"10.1016/j.bja.2025.09.015","title":"Association between obstructive sleep-disordered breathing severity and pain trajectories after adenotonsillectomy in children: a prospective cohort study","year":2025,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"McGill University Health Centre","keywords":"Prospective cohort study; Breathing; Cohort study; Association (psychology); Tonsillectomy; Cohort","score_opus":0.004597111379910492,"score_gpt":0.24813605319281085,"score_spread":0.24353894181290037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416773664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959375,0.001858255,0.00012091964,0.00032256308,0.000043374526,0.0015495077,0.000012967835,0.000018522236,0.00013633947],"genre_scores_gemma":[0.9990418,0.00014618335,0.00052263204,0.000051589992,0.00010436677,0.00004883474,0.000003782737,0.000023329398,0.0000574809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973328,0.00067967596,0.00061652606,0.00033804384,0.0006826801,0.00035027665],"domain_scores_gemma":[0.9986899,0.00019870786,0.0002859404,0.00013517763,0.0005589177,0.00013135794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021886916,0.0001922578,0.00074568356,0.00044146657,0.00013446408,0.00013334939,0.00012548051,0.00015539225,0.000022931657],"category_scores_gemma":[0.0013840634,0.0002151055,0.00012093038,0.0007190599,0.00010694966,0.00033254025,0.000055779277,0.00093023095,7.1034316e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030424516,0.0003358207,0.9364011,0.00002630001,0.0011544399,0.0006587541,0.00084352697,8.754226e-7,0.000009771426,0.0000038828034,0.000030014058,0.060231216],"study_design_scores_gemma":[0.0038066474,0.00065354595,0.9922786,0.0002767656,0.00039701466,0.000636239,0.0012963924,0.000019517665,0.0000574209,0.00040630077,0.0000135643195,0.00015802294],"about_ca_topic_score_codex":0.0009288736,"about_ca_topic_score_gemma":0.000371192,"teacher_disagreement_score":0.060073193,"about_ca_system_score_codex":0.0008689472,"about_ca_system_score_gemma":0.00013949911,"threshold_uncertainty_score":0.87717474},"labels":[],"label_agreement":null},{"id":"W4416815318","doi":"10.2147/nss.s557087","title":"Association of Novel Sleep EEG Biomarkers with All-Cause Mortality in a Large Community-Based Cohort","year":2025,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Case Western Reserve University; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Cohort; Association (psychology); Cutoff; Cohort study; Electroencephalography; Sleep (system call); Epidemiology; Complement (music)","score_opus":0.020387427137291653,"score_gpt":0.34199017397052167,"score_spread":0.32160274683323004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416815318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948935,0.00009456274,0.00028189897,0.0009387897,0.000060002032,0.00041825618,0.000031094172,0.000009555752,0.0032723264],"genre_scores_gemma":[0.9987527,0.000006297972,0.00093471986,0.0002448596,0.000004863204,0.000008502598,0.000015091669,0.0000047188514,0.00002825797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824405,0.000086496635,0.0002397417,0.00022823225,0.0009058366,0.00029564524],"domain_scores_gemma":[0.9986473,0.00022598724,0.00013622796,0.00036118884,0.0005457686,0.00008354156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030793133,0.00010275351,0.00029488278,0.0005372216,0.00010982326,0.000015777143,0.00023497046,0.00018761343,0.000009998254],"category_scores_gemma":[0.00073515874,0.00008035575,0.000036155987,0.0018554094,0.00056116644,0.00015705786,0.00009566044,0.00080285076,2.5291652e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019651838,0.0005111983,0.9539012,0.0001522612,0.00034219096,0.000004203124,0.00013704182,0.000015349695,0.04328406,0.00096629653,0.000017548224,0.0004721335],"study_design_scores_gemma":[0.0029507973,0.00017400594,0.96785814,0.00010264701,0.00018328194,0.0000013355038,0.00032651785,0.008023945,0.020216502,0.000048457907,0.000044805085,0.00006955307],"about_ca_topic_score_codex":0.0002732805,"about_ca_topic_score_gemma":0.0005287079,"teacher_disagreement_score":0.023067558,"about_ca_system_score_codex":0.00021469523,"about_ca_system_score_gemma":0.00016190587,"threshold_uncertainty_score":0.34880316},"labels":[],"label_agreement":null},{"id":"W4416858596","doi":"10.1513/annalsats.202510-1144ed","title":"From Heterogeneity to Precision: Endotypic Traits in Pediatric Obstructive Sleep Apnea","year":2025,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Obstructive sleep apnea; MEDLINE; Sleep apnea; Sleep apnea syndromes; Polysomnography","score_opus":0.05973338907416581,"score_gpt":0.40782129264213846,"score_spread":0.34808790356797265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416858596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916781,0.00053509953,0.001019818,0.00522258,0.00018702824,0.00076486805,0.00007956911,0.000034584347,0.0004783098],"genre_scores_gemma":[0.9933249,0.00008972668,0.0040739467,0.002137541,0.00019313254,0.00005655935,0.000005372803,0.000024922678,0.000093893585],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99752855,0.00031757407,0.00046423695,0.00056353933,0.00063069933,0.0004953945],"domain_scores_gemma":[0.9980166,0.0005350938,0.000258889,0.00067490764,0.00033783482,0.00017666353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000503517,0.00023833364,0.0006655684,0.00016306373,0.000097291755,0.000017838704,0.00058079907,0.000085539126,0.000032918382],"category_scores_gemma":[0.00067377347,0.00018225948,0.0005561579,0.0027729664,0.00043222317,0.00008447574,0.0004533093,0.000489333,0.000019669007],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011760126,0.00037127244,0.48107526,0.00011500748,0.0005205916,0.0000075273447,0.002209023,0.00010861386,0.010385014,0.000058773952,0.0017656959,0.5022072],"study_design_scores_gemma":[0.0004245062,0.00016356118,0.945736,0.000046254834,0.00009918484,0.0000024700735,0.0013989419,0.00048482337,0.05064136,0.00062050024,0.00023878123,0.00014359882],"about_ca_topic_score_codex":0.00032525513,"about_ca_topic_score_gemma":0.000030329496,"teacher_disagreement_score":0.50206363,"about_ca_system_score_codex":0.00011041633,"about_ca_system_score_gemma":0.00010228868,"threshold_uncertainty_score":0.7432326},"labels":[],"label_agreement":null},{"id":"W4416888236","doi":"10.1007/s44470-025-00017-z","title":"Reinforcing the stereotype: an analysis of AI-generated images of patients with obstructive sleep apnea","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; University of Toronto; University of New Brunswick; Canada Research Chairs","funders":"","keywords":"Obstructive sleep apnea; Depiction; Demographics; Sleep (system call); Sleep apnea; Clinical Practice","score_opus":0.028858740991024808,"score_gpt":0.3897313967556619,"score_spread":0.36087265576463706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416888236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98930323,0.00037048274,0.0063011195,0.0023575076,0.00049885403,0.00040755165,0.000019674286,0.00000823825,0.0007333697],"genre_scores_gemma":[0.99805486,0.000044516124,0.00094451616,0.00049065595,0.00034183916,0.0000026050582,0.00003111247,0.00002057172,0.000069345595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942959,0.0005311505,0.0030040434,0.00029870655,0.0015566738,0.00031351688],"domain_scores_gemma":[0.9908301,0.0017208639,0.0019497374,0.00070907513,0.0044562467,0.0003339622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031494417,0.00025046436,0.0021684745,0.0009862237,0.00007435665,0.000010589102,0.00049492274,0.00018387736,0.00030314195],"category_scores_gemma":[0.005208316,0.00012553409,0.00046708714,0.00254519,0.0012652748,0.00024001604,0.00010501554,0.0012375579,9.585989e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006745545,0.0005733018,0.88155067,0.00010825489,0.008082101,0.000041675034,0.00027370645,0.00066899665,0.0006292669,0.0002527705,0.00010378934,0.100969926],"study_design_scores_gemma":[0.009104193,0.0056907567,0.96745586,0.00022850269,0.007980604,0.000008092865,0.00087588985,0.006279594,0.0020034362,0.00011579228,0.00015338576,0.00010390135],"about_ca_topic_score_codex":0.00007040791,"about_ca_topic_score_gemma":0.00002354116,"teacher_disagreement_score":0.10086602,"about_ca_system_score_codex":0.00008693842,"about_ca_system_score_gemma":0.00017652026,"threshold_uncertainty_score":0.6235216},"labels":[],"label_agreement":null},{"id":"W4416910426","doi":"10.1177/19160216251398773","title":"Pediatric Adenoidectomy With Laryngeal Mask Airway in the Minor Procedure Room: A Quality Improvement Project","year":2025,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Adenoidectomy; Ambulatory; Adverse effect; Intubation; Patient satisfaction; Quality management; Retrospective cohort study","score_opus":0.02466432851522981,"score_gpt":0.3236416738989131,"score_spread":0.29897734538368326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416910426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991986,0.0022865543,0.000023441382,0.0042568175,0.00016700428,0.0008205999,0.0000041617927,0.000010554466,0.00044487903],"genre_scores_gemma":[0.9980559,0.00030302774,0.00021253899,0.0009349081,0.00028431215,0.000050625364,0.0000042478255,0.000016052722,0.00013841513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974367,0.00041184798,0.0008345425,0.00029806455,0.00053473015,0.00048410872],"domain_scores_gemma":[0.99803704,0.0009459922,0.0003510027,0.00026553698,0.0002793036,0.00012110916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022279548,0.000224673,0.0008329037,0.0009260849,0.00010616265,0.000033206437,0.00017600582,0.00017923837,0.000028381111],"category_scores_gemma":[0.00060404267,0.00012943894,0.00017792231,0.000939289,0.00013871958,0.00019680057,0.00006907614,0.0010302957,0.0000023836478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023007586,0.0005652407,0.9902713,0.000839787,0.00016884017,0.0010436331,0.00040704326,3.8319405e-7,0.0010378824,0.00005274135,0.0012484611,0.002063949],"study_design_scores_gemma":[0.002834943,0.0011512706,0.9927649,0.00018265653,0.00015904225,0.0012150127,0.00040699355,0.000018105828,0.00045567652,0.000057996538,0.00063160056,0.00012183717],"about_ca_topic_score_codex":0.00009114076,"about_ca_topic_score_gemma":0.00012142167,"teacher_disagreement_score":0.0060698846,"about_ca_system_score_codex":0.00011240576,"about_ca_system_score_gemma":0.00084729935,"threshold_uncertainty_score":0.5278366},"labels":[],"label_agreement":null},{"id":"W4416960697","doi":"10.1109/embc58623.2025.11252985","title":"Screening Sleep Apnea Using Random Convolution Kernels of Acoustic Speech Representations","year":2025,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Calgary; University of Toronto; University Health Network; Toronto General Hospital; University of British Columbia; Toronto Rehabilitation Institute","funders":"Health Research","keywords":"Convolution (computer science); Polysomnography; Convolutional neural network; Sleep apnea; Sample (material); Artificial neural network; Apnea; Obstructive sleep apnea","score_opus":0.03718262899525193,"score_gpt":0.3602352667531479,"score_spread":0.32305263775789594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416960697","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36895505,0.00010319684,0.6148366,0.00026893913,0.000121223915,0.0005790304,0.0000056859303,0.00004935928,0.015080972],"genre_scores_gemma":[0.97555035,0.000003459496,0.022319984,0.00006532279,0.000057101504,0.000010416851,0.000015752577,0.000013145632,0.001964467],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986621,0.00008539025,0.0003567365,0.00026337572,0.00038398855,0.00024838652],"domain_scores_gemma":[0.9988132,0.00030338808,0.00007427225,0.00035157212,0.00037527594,0.000082297935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033394466,0.00010694506,0.00030598158,0.00036604688,0.0000959085,0.000015058436,0.00009138125,0.00007827133,0.00045151875],"category_scores_gemma":[0.0007411859,0.00009709712,0.0001110698,0.00068313413,0.00018732552,0.00010737586,0.000100320176,0.00019297926,0.0000117237105],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015526473,0.0002777109,0.13560195,0.0003929746,0.00073436723,0.000055827106,0.00020944791,0.0046929377,0.7983545,0.0020144104,0.00025976406,0.05585345],"study_design_scores_gemma":[0.011315377,0.0000925163,0.05468701,0.00014311662,0.0004935687,0.000055101165,0.0017894983,0.74592954,0.18478836,0.00048819688,0.00006821573,0.00014947627],"about_ca_topic_score_codex":0.00039175458,"about_ca_topic_score_gemma":0.000015114298,"teacher_disagreement_score":0.7412366,"about_ca_system_score_codex":0.00009812956,"about_ca_system_score_gemma":0.000059520644,"threshold_uncertainty_score":0.49438137},"labels":[],"label_agreement":null},{"id":"W4416961009","doi":"10.1109/embc58623.2025.11253658","title":"Respiratory Asynchrony and Airway Narrowing in Asthma and Sleep Apnea: A Modeling Approach","year":2025,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"University of Toronto; University Health Network","keywords":"Airway; Polysomnography; Respiratory physiology; Obstructive sleep apnea; Asthma; Sleep apnea; Respiratory system; Asynchrony (computer programming)","score_opus":0.021125960411875318,"score_gpt":0.2958539356641362,"score_spread":0.2747279752522609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416961009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9265221,0.0030568615,0.029246781,0.000551459,0.000040748208,0.0004981941,9.459995e-7,0.000052936142,0.040029988],"genre_scores_gemma":[0.9941233,0.000014683671,0.005102212,0.00039858816,0.000041204235,0.00003520802,0.0000021004416,0.000017385837,0.00026536486],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986561,0.000078354504,0.00024909052,0.0004495764,0.00023984355,0.0003270163],"domain_scores_gemma":[0.9994728,0.00006951799,0.00001677959,0.00023846126,0.00007252719,0.00012991253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005607517,0.00014808787,0.0002882237,0.00044125752,0.00008166666,0.000035204735,0.00006466328,0.000117310745,0.000031143318],"category_scores_gemma":[0.0001844949,0.00012951426,0.000030839143,0.00039664016,0.00012829216,0.0001398145,0.00018776828,0.00037982274,0.0000033659858],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001153033,0.0007197942,0.29133636,0.002432626,0.0005538731,0.0003392566,0.0031689454,0.0021020398,0.05193227,0.018156465,0.00020747587,0.62789786],"study_design_scores_gemma":[0.003549636,0.00015354171,0.013133474,0.000090051784,0.000030053503,0.000037316557,0.0021389872,0.97879684,0.0012692212,0.00028271126,0.0003370297,0.00018114154],"about_ca_topic_score_codex":0.00008497908,"about_ca_topic_score_gemma":0.000028482595,"teacher_disagreement_score":0.9766948,"about_ca_system_score_codex":0.000112992675,"about_ca_system_score_gemma":0.000044183955,"threshold_uncertainty_score":0.5281438},"labels":[],"label_agreement":null},{"id":"W4416961527","doi":"10.1109/embc58623.2025.11253385","title":"The Impact of Smoking Status on Obstructive Sleep Apnea: Insights from Anthropometric and Physiological Covariates*","year":2025,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Anthropometry; Obstructive sleep apnea; Waist; Cigarette smoking; Association (psychology); Body mass index; Risk factor","score_opus":0.027579706038306645,"score_gpt":0.3463709654931116,"score_spread":0.3187912594548049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416961527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98870367,0.000655046,0.00064988184,0.000117961754,0.00014489378,0.00041157517,0.000027352124,0.00003383993,0.0092557985],"genre_scores_gemma":[0.99923027,0.000096895186,0.00050063553,0.00003137652,0.00005100451,0.000011282058,0.000015502656,0.000011301587,0.000051753883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984972,0.00013880464,0.00027258584,0.0003728873,0.00035507188,0.00036343682],"domain_scores_gemma":[0.99782825,0.0013208054,0.00008484678,0.00038379687,0.00024646168,0.00013587213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000099002136,0.00018942755,0.00040896513,0.00035883518,0.00020203389,0.000033904023,0.00013032497,0.00012092348,0.00024241522],"category_scores_gemma":[0.0009983693,0.00009410923,0.00012717782,0.001196323,0.00060405757,0.00006494762,0.00018010642,0.00039103712,0.0000066211833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00576348,0.0020119238,0.45319626,0.00010376812,0.006155376,0.00007289115,0.0011485851,0.0001786925,0.14569582,0.093412064,0.00039768068,0.29186344],"study_design_scores_gemma":[0.0018396766,0.0012507982,0.97192675,0.000020513839,0.0000614614,0.000001688254,0.0007870172,0.0027106658,0.012657959,0.008618725,0.000034414385,0.000090352376],"about_ca_topic_score_codex":0.0013582761,"about_ca_topic_score_gemma":0.0000089416435,"teacher_disagreement_score":0.51873046,"about_ca_system_score_codex":0.00024476965,"about_ca_system_score_gemma":0.00005931725,"threshold_uncertainty_score":0.38376632},"labels":[],"label_agreement":null},{"id":"W4417044746","doi":"10.1590/2177-6709.30.5.e2524280.oar","title":"Rapid maxillary expansion and its impact on sleep apnea in children aged 5 to 8 years: a retrospective study","year":2025,"lang":"en","type":"article","venue":"Dental Press Journal of Orthodontics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Retrospective cohort study; Sleep apnea; Obstructive sleep apnea; Apnea; Reduction (mathematics); Sleep apnea syndromes","score_opus":0.019782517634167468,"score_gpt":0.3429193104810768,"score_spread":0.3231367928469093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417044746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99729514,0.0010943863,0.00012127439,0.00007742735,0.00017437266,0.001056799,0.000013854703,0.000009371599,0.00015739878],"genre_scores_gemma":[0.9993399,0.0000852532,0.00032862456,0.00007319127,0.00009290339,0.0000053075305,0.0000025794793,0.000023801484,0.000048465095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980214,0.00026196783,0.00047491287,0.00025387408,0.00070217956,0.000285642],"domain_scores_gemma":[0.99909586,0.00008068968,0.00015286432,0.00022654331,0.00020691719,0.00023710633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007942197,0.00019118773,0.0005328875,0.0006459666,0.000046425677,0.000056677396,0.00017569431,0.00008484375,0.00002438008],"category_scores_gemma":[0.0004884826,0.00015328439,0.00013537769,0.00040916624,0.00004011056,0.00016308157,0.00019125124,0.0007030221,0.0000036091562],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002180892,0.00081708736,0.97578067,0.000022023609,0.0004777777,0.0009331225,0.0008704776,0.000051604384,0.0037531701,0.00001350406,0.00007148039,0.015028211],"study_design_scores_gemma":[0.0047012595,0.00265037,0.98815393,0.00014352202,0.00013940773,0.00046429766,0.00064688164,0.00018225246,0.002790222,0.000011832572,0.0000060447865,0.00010999357],"about_ca_topic_score_codex":0.00003723965,"about_ca_topic_score_gemma":0.0000136949675,"teacher_disagreement_score":0.014918217,"about_ca_system_score_codex":0.00030994395,"about_ca_system_score_gemma":0.000036112633,"threshold_uncertainty_score":0.6250756},"labels":[],"label_agreement":null},{"id":"W4417124241","doi":"10.3390/jcm14248670","title":"Practical Application of Polysomnography in Infants","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Polysomnography; Narrative review; MEDLINE; Identification (biology); Multidisciplinary approach; Expert opinion; Sleep medicine; Process (computing)","score_opus":0.08183500373718923,"score_gpt":0.5369763080717321,"score_spread":0.4551413043345429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417124241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9315108,0.000749234,0.012169896,0.04269733,0.00085066474,0.00044593166,0.0000011669313,0.0000073345586,0.01156762],"genre_scores_gemma":[0.9945571,0.00025615655,0.0039528743,0.0006682817,0.0005158971,0.0000025754082,0.0000010055775,0.0000069494513,0.000039196664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964974,0.00022492315,0.002241312,0.00014833904,0.00071949954,0.00016850972],"domain_scores_gemma":[0.99576,0.0023278547,0.0007334651,0.00027480905,0.000690519,0.00021331997],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00394829,0.00009085307,0.0009617252,0.0007575275,0.00001164232,0.000001980886,0.00013923454,0.00015974112,0.00008299398],"category_scores_gemma":[0.016207857,0.000060019192,0.00020121162,0.0009836155,0.0005158777,0.00008769338,0.000044486813,0.0010539502,0.000003368733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002489445,0.00068265636,0.8722044,0.00011999789,0.00014266648,0.00008617061,0.0000410763,7.0703373e-7,0.0025079416,0.0015715254,0.0010172115,0.1191362],"study_design_scores_gemma":[0.008471596,0.0017717348,0.981919,0.0005970369,0.0001958418,0.000086365246,0.0002359219,0.0004377683,0.0008368068,0.0014693165,0.0039373664,0.00004127011],"about_ca_topic_score_codex":0.00002489132,"about_ca_topic_score_gemma":0.000006596332,"teacher_disagreement_score":0.11909493,"about_ca_system_score_codex":0.00003638606,"about_ca_system_score_gemma":0.00023178014,"threshold_uncertainty_score":0.992079},"labels":[],"label_agreement":null},{"id":"W4417152403","doi":"10.17116/jnevro2025125111151","title":"Obstructive sleep apnea as an aggravating factor of cognitive impairment in vascular cognitive disorder","year":2025,"lang":"en","type":"article","venue":"S S Korsakov Journal of Neurology and Psychiatry","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Cognitive impairment; Psychomotor learning; Risk factor; Cognition; Sleep disorder; Sleep apnea; Sleep (system call); Depression (economics)","score_opus":0.009367031817186454,"score_gpt":0.30632974739456453,"score_spread":0.2969627155773781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417152403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942866,0.0019107447,0.00048901286,0.0014787465,0.0006985808,0.0004932268,0.000024640734,0.000007933923,0.0006105085],"genre_scores_gemma":[0.99865836,0.00009433755,0.00031361432,0.0007636635,0.00012373694,0.000007991961,0.000006858071,0.000020776046,0.000010649296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977841,0.0004655697,0.0007071607,0.00034044322,0.00034491468,0.0003578507],"domain_scores_gemma":[0.9981723,0.00053468137,0.0004171527,0.00014635407,0.00054865546,0.00018085317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004230923,0.00023300723,0.0006411847,0.00073966593,0.00009080165,0.000011736279,0.00013591605,0.00022349479,0.000102313425],"category_scores_gemma":[0.0005945034,0.00020028128,0.00018177248,0.00048696392,0.0004437237,0.00018231377,0.00007828743,0.0011454338,0.0000022817362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0065732985,0.0009346672,0.962405,0.00016248012,0.0007902212,0.00014730667,0.0015314566,0.0000050123645,0.00053748477,0.00061733904,0.0000052998666,0.026290428],"study_design_scores_gemma":[0.008735565,0.0055237263,0.9746913,0.0003173334,0.000322381,0.00037169116,0.0040426315,0.00019636423,0.00046048246,0.005180615,0.000018792804,0.00013916676],"about_ca_topic_score_codex":0.000043265016,"about_ca_topic_score_gemma":0.00005054658,"teacher_disagreement_score":0.02615126,"about_ca_system_score_codex":0.000021592696,"about_ca_system_score_gemma":0.00018912932,"threshold_uncertainty_score":0.81672335},"labels":[],"label_agreement":null},{"id":"W4417166900","doi":"10.1093/jsxmed/qdaf320.419","title":"(425) Assessment of Obstructive Sleep Apnea Risk and Primary Care Involvement in a Men’s Health Clinic Population","year":2025,"lang":"en","type":"article","venue":"The Journal of Sexual Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"","keywords":"Obstructive sleep apnea; Primary care; Population; Sleep apnea; Ambulatory; Descriptive statistics; Risk assessment; Health care","score_opus":0.029705485151127864,"score_gpt":0.3817856779020434,"score_spread":0.3520801927509155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417166900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876723,0.0055229357,0.00083868735,0.0040762178,0.0002908296,0.00071407185,0.000008227543,0.0000053222757,0.0008714001],"genre_scores_gemma":[0.9977718,0.0006055113,0.0009964972,0.0003625583,0.00018106044,0.000004990916,0.000016091666,0.000012875408,0.00004861362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970109,0.0005651123,0.0011564657,0.00016698477,0.00085511495,0.00024545545],"domain_scores_gemma":[0.99773216,0.00056116056,0.0008308023,0.00027741163,0.00044365195,0.00015483577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030729286,0.00016197357,0.00080445514,0.00055274076,0.00008092827,0.0000039894107,0.00016264417,0.00006731339,0.000036406014],"category_scores_gemma":[0.00038465866,0.00009560093,0.000022989308,0.0004806383,0.00030012272,0.0000920877,0.00011005417,0.00083563494,3.8916218e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015658229,0.00027273843,0.778041,0.0016419148,0.0004408468,0.00002559223,0.010237605,0.000052240088,0.008712174,0.00017765717,0.00016758523,0.19866481],"study_design_scores_gemma":[0.0057979105,0.0056760074,0.9555017,0.0006352292,0.00030843532,0.000042207324,0.03095296,0.00042374956,0.00011325703,0.00044111954,0.000049570597,0.000057851983],"about_ca_topic_score_codex":0.0010316866,"about_ca_topic_score_gemma":0.00011827403,"teacher_disagreement_score":0.19860697,"about_ca_system_score_codex":0.00089826505,"about_ca_system_score_gemma":0.00023666037,"threshold_uncertainty_score":0.38984928},"labels":[],"label_agreement":null},{"id":"W4417177403","doi":"10.1016/j.ejwf.2025.07.552","title":"548 - Impact of Adenotonsillectomy and Palatal Expansion on Upper airway and airflow in Pediatric OSA: A crossover RCT","year":2025,"lang":"en","type":"article","venue":"Journal of the World Federation of Orthodontists","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Airway; Airflow; Crossover study; Randomized controlled trial; Crossover; Constriction","score_opus":0.011600370943255948,"score_gpt":0.33225598945883056,"score_spread":0.3206556185155746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417177403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970874,0.0007163373,0.00010940209,0.0009876663,0.00016136853,0.00031027463,0.0000056325807,0.0000024571746,0.0006194312],"genre_scores_gemma":[0.99826604,0.00010603744,0.00079603476,0.00004216513,0.00007585366,0.0000017810066,0.000001068797,0.000010364184,0.0007006348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853104,0.00016205802,0.00057252584,0.00014044477,0.00044259225,0.00015131825],"domain_scores_gemma":[0.99883306,0.0002705588,0.00036097356,0.00017275436,0.00028507027,0.00007758283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005948735,0.00012905827,0.00042061767,0.00066645653,0.00009232414,0.000040365096,0.00007930163,0.0000628697,0.000037410133],"category_scores_gemma":[0.0005131231,0.00008202063,0.00017244619,0.00052130845,0.00010416407,0.00016623277,0.00007363216,0.0003873381,3.813328e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015765327,0.00016140286,0.98203784,0.00013624321,0.00009844382,0.000023249491,0.00017670673,0.000084719206,0.010716084,0.00014815803,0.0005422934,0.004298327],"study_design_scores_gemma":[0.003388204,0.00041881672,0.9831174,0.0002675102,0.00007623309,0.000089392764,0.000026930225,0.00027604264,0.012162233,0.0000703648,0.000048810412,0.00005805667],"about_ca_topic_score_codex":0.000039964692,"about_ca_topic_score_gemma":0.00020125837,"teacher_disagreement_score":0.0042402702,"about_ca_system_score_codex":0.00013786928,"about_ca_system_score_gemma":0.00018497721,"threshold_uncertainty_score":0.33447045},"labels":[],"label_agreement":null},{"id":"W4417213078","doi":"10.1016/j.jclinane.2025.112084","title":"The clinical effectiveness of preoperative screening and post-screening interventions for obstructive sleep apnea: A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Journal of Clinical Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network; Toronto Western Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; ResMed Foundation","keywords":"Psychological intervention; Perioperative; Adverse effect; Clinical effectiveness; MEDLINE; Obstructive sleep apnea; Sleep (system call)","score_opus":0.20932593549712367,"score_gpt":0.5090729928051596,"score_spread":0.29974705730803597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417213078","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008331136,0.9828571,0.009899035,0.00069160515,0.000056897094,0.0063451985,0.00005054838,0.000007511389,0.000008772731],"genre_scores_gemma":[0.00040607486,0.9925073,0.0062442045,0.00013305347,0.000115033574,0.00037131476,0.000016876638,0.000047157806,0.00015898932],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9800667,0.010017676,0.008200694,0.0006370461,0.0007411989,0.0003366852],"domain_scores_gemma":[0.93174267,0.057713103,0.006373102,0.00074958295,0.0030240896,0.0003974774],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.027964197,0.0005895594,0.02138508,0.00054837187,0.00021553082,0.00008862261,0.0005615569,0.00048607888,0.000017712391],"category_scores_gemma":[0.031391278,0.00028963998,0.016480707,0.0009976343,0.0010014761,0.00017710547,0.00021199464,0.0017852844,7.7230237e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003686737,0.00017551609,0.0002998652,0.6635535,0.26531205,0.000056909623,0.000012699734,6.5744314e-7,2.6730728e-8,0.0001539043,0.0000054552956,0.07006075],"study_design_scores_gemma":[0.0009938588,0.0016593693,0.002382522,0.15833008,0.8345468,0.00081104576,0.00009222014,0.000048788846,2.8718216e-7,0.00005048001,0.0008850292,0.00019951296],"about_ca_topic_score_codex":0.0000038399694,"about_ca_topic_score_gemma":0.000002651761,"teacher_disagreement_score":0.5692348,"about_ca_system_score_codex":0.000041284766,"about_ca_system_score_gemma":0.0002937235,"threshold_uncertainty_score":0.9999556},"labels":[],"label_agreement":null},{"id":"W4417216027","doi":"10.3389/fendo.2025.1690401","title":"Follistatin-like 1: a novel biomarker with a potential link to obstructive sleep apnea severity and treatment efficacy","year":2025,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Kuwait Foundation for the Advancement of Sciences","keywords":"Biomarker; Obstructive sleep apnea; Sleep apnea; MEDLINE","score_opus":0.014341756695092883,"score_gpt":0.28685863662141037,"score_spread":0.27251687992631746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417216027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89611274,0.0005267755,0.09361945,0.004778261,0.001145933,0.0017749154,0.000052243246,0.000082638435,0.0019070423],"genre_scores_gemma":[0.9252022,0.000035121793,0.07341274,0.00029953994,0.000061704515,0.00020142377,0.000028161117,0.000031594882,0.0007275129],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997847,0.00009813085,0.0003035289,0.000752343,0.00022382296,0.000775136],"domain_scores_gemma":[0.9990785,0.00009084854,0.000055880424,0.00043467357,0.00013391899,0.00020619553],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006505536,0.00031093234,0.0006408977,0.00080883317,0.00010097087,0.00002437238,0.00014833134,0.00012913464,0.000022332271],"category_scores_gemma":[0.0001314887,0.00025872403,0.000075643555,0.00067254173,0.00045376728,0.000069850015,0.0001787078,0.00031607522,0.000007165722],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0075477613,0.00074017624,0.25922328,0.000077070974,0.0015001692,0.0010783019,0.0009221153,0.000059666847,0.003670942,0.00057533156,0.0004073777,0.7241978],"study_design_scores_gemma":[0.017365754,0.0012744034,0.96187943,0.000049109378,0.0002754056,0.0004165043,0.0013771794,0.0051107593,0.0019931248,0.00025522246,0.009674495,0.00032863035],"about_ca_topic_score_codex":0.00026700352,"about_ca_topic_score_gemma":0.000092940114,"teacher_disagreement_score":0.72386914,"about_ca_system_score_codex":0.00057025906,"about_ca_system_score_gemma":0.00009696081,"threshold_uncertainty_score":0.99998647},"labels":[],"label_agreement":null},{"id":"W4417305147","doi":"10.1136/bmjopen-2025-106125","title":"Buccal fat applied to transoral robotic lateral oropharyngectomy defects to lessen radical tonsillectomy pain (BOLT): a single-centre, phase II, parallel, randomised control trial study protocol","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Tonsillectomy; Randomized controlled trial; Buccal administration; Protocol (science); Clinical trial; Pain control","score_opus":0.061314042984459145,"score_gpt":0.42503747082151877,"score_spread":0.36372342783705963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417305147","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2667494,0.0000036929703,0.0074269422,0.0036765372,0.0001574825,0.7190315,0.00001455333,0.00012433673,0.0028155353],"genre_scores_gemma":[0.5769016,2.7737736e-8,0.001688841,0.0014252533,0.00027347906,0.41867837,0.000018146822,0.00005990859,0.00095434854],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99334335,0.0017919196,0.0012193617,0.0012700567,0.0011763256,0.0011989994],"domain_scores_gemma":[0.9968024,0.00081843603,0.00014360654,0.00096418103,0.0002621141,0.0010092963],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030147883,0.0006229838,0.002113316,0.0005545337,0.00039327232,0.00036100493,0.00096010853,0.00021760279,0.0009260462],"category_scores_gemma":[0.001367457,0.000510189,0.00032033716,0.0012756023,0.00014252127,0.00017461834,0.0005966039,0.00055316725,0.0001047752],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93924665,0.013140655,0.0015356111,0.00027444016,0.0009480781,0.0006271792,0.0015772888,0.00021947357,0.023755047,0.00009193412,0.004066782,0.0145168835],"study_design_scores_gemma":[0.9699695,0.017710147,0.00063776114,0.00025389186,0.00044550365,0.000010841623,0.0003601772,0.001191859,0.0029728075,0.000053441243,0.005786298,0.0006077719],"about_ca_topic_score_codex":0.00011317799,"about_ca_topic_score_gemma":0.0002167698,"teacher_disagreement_score":0.3101522,"about_ca_system_score_codex":0.00051068707,"about_ca_system_score_gemma":0.00052703376,"threshold_uncertainty_score":0.99998724},"labels":[],"label_agreement":null},{"id":"W4417473929","doi":"10.11606/issn.2176-7262.rmrp.2025.215999","title":"Predisposição da apneia e seus impactos na sonolência diurna e qualidade de vida na obesidade","year":2025,"lang":"","type":"article","venue":"Medicina (Ribeirão Preto)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Excessive daytime sleepiness; Anthropometry; Obesity; Body mass index; Obstructive sleep apnea; Quality of life (healthcare)","score_opus":0.020260177779802456,"score_gpt":0.33946440572636283,"score_spread":0.3192042279465604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417473929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8723788,0.015507065,0.038516685,0.021667892,0.006602731,0.010178713,0.00059928297,0.0008345868,0.03371421],"genre_scores_gemma":[0.9794739,0.0004462069,0.001273616,0.006144354,0.0025256258,0.0006041215,0.00016994902,0.00042608977,0.008936141],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98090214,0.0019234028,0.0032483567,0.003395318,0.004584299,0.0059464956],"domain_scores_gemma":[0.986408,0.0021657757,0.00078206713,0.0042396416,0.0017432688,0.0046612476],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005312804,0.0023722956,0.0035527244,0.0028652346,0.0011179677,0.00063936756,0.0030833785,0.0018403258,0.004600751],"category_scores_gemma":[0.0113147,0.00226716,0.0010230116,0.0051261843,0.0016874403,0.00077343744,0.0018974803,0.0053749993,0.0013617174],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011115601,0.0035934676,0.3005396,0.007916774,0.0071674823,0.0031152358,0.042834066,0.00014216203,0.23833999,0.005111779,0.026055327,0.35406852],"study_design_scores_gemma":[0.040374167,0.013035506,0.5883785,0.017386902,0.009172488,0.00092635927,0.030580789,0.03603975,0.21378458,0.003968246,0.040449314,0.0059034126],"about_ca_topic_score_codex":0.0015767714,"about_ca_topic_score_gemma":0.00014891101,"teacher_disagreement_score":0.3481651,"about_ca_system_score_codex":0.0056586238,"about_ca_system_score_gemma":0.0034937635,"threshold_uncertainty_score":0.9994555},"labels":[],"label_agreement":null},{"id":"W4417477757","doi":"10.1186/s12883-025-04573-y","title":"Assessing cognitive impairment in OSAHS patients through NODDI-based gray matter analysis","year":2025,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gray (unit); Cognitive impairment; Neurology; Neurochemistry; Neurosurgery; Sleep disordered breathing; Cognition","score_opus":0.02348447151644017,"score_gpt":0.35583949708926105,"score_spread":0.3323550255728209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417477757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887091,0.000030784864,0.006001061,0.0015217321,0.000168977,0.00061642134,0.000012092532,0.000029098372,0.002910717],"genre_scores_gemma":[0.99305296,0.0000012047353,0.0006681984,0.006021452,0.000023537752,0.00007782101,0.0000838812,0.000017340157,0.0000535824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979769,0.0004463526,0.0003290015,0.00052207755,0.00028071718,0.00044492312],"domain_scores_gemma":[0.99885416,0.00052630645,0.00007480865,0.0002909249,0.00018859385,0.00006520896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000191384,0.00017119038,0.00046131524,0.00074015337,0.000056176246,0.000027324,0.00010978956,0.00013111053,0.00050179265],"category_scores_gemma":[0.00021538927,0.00015495323,0.00017123186,0.0014888578,0.00016997474,0.00010943162,0.00010782768,0.00040423553,0.000100982856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075533177,0.0005760826,0.9963588,0.000068408386,0.0002095584,0.00007628666,0.000047504513,0.000038696006,0.0001608452,0.000021076383,0.00006715251,0.0016202654],"study_design_scores_gemma":[0.0044331453,0.00036412256,0.9907899,0.000020095456,0.00043024804,0.0000021482115,0.00003981511,0.0025887026,0.0010563978,0.00011360999,0.000069842106,0.00009197709],"about_ca_topic_score_codex":0.000111006106,"about_ca_topic_score_gemma":0.0001529121,"teacher_disagreement_score":0.0055688964,"about_ca_system_score_codex":0.00008209988,"about_ca_system_score_gemma":0.00009617663,"threshold_uncertainty_score":0.63188094},"labels":[],"label_agreement":null},{"id":"W4417481269","doi":"10.1016/j.jval.2025.09.977","title":"EE595 Obstructive Sleep Apnea (OSA) Phenotypes and the Personalized Impact of Positive Airway Pressure (PAP) Therapy on Healthcare Resource Use","year":2025,"lang":"en","type":"article","venue":"Value in Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Greenfield Research (Canada)","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Disease; Health care; Positive airway pressure; Resource use; Resource (disambiguation)","score_opus":0.033670800100909004,"score_gpt":0.3457973608278947,"score_spread":0.3121265607269857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417481269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9627529,0.011532863,0.00008274821,0.021214975,0.000110950445,0.003229584,0.00028192517,0.00003888317,0.0007552177],"genre_scores_gemma":[0.99747807,0.00054469,0.0003451561,0.0011822016,0.00007456751,0.00006034074,0.000027518601,0.000035469366,0.00025196298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959544,0.0017841678,0.00054653134,0.0005295955,0.0006001438,0.00058518775],"domain_scores_gemma":[0.996695,0.0019979002,0.00023796035,0.0005577089,0.00028124228,0.00023023205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012602413,0.00028339328,0.00081576797,0.00038382175,0.00020943675,0.00003123956,0.0001916355,0.0001537037,0.00003604145],"category_scores_gemma":[0.0007109743,0.00018119023,0.00019529295,0.00073089986,0.00071109226,0.00009782185,0.00008694749,0.0007929948,0.0000024093872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10301663,0.0016125715,0.38690585,0.0036368642,0.0038398919,0.000077910765,0.07447468,0.0044303625,0.0015401525,0.1638694,0.00073132454,0.25586438],"study_design_scores_gemma":[0.021368742,0.0033745742,0.94898176,0.0010509831,0.000081590144,0.000033723067,0.0027994467,0.01749618,0.0010533504,0.002020411,0.0014656085,0.0002736233],"about_ca_topic_score_codex":0.017681306,"about_ca_topic_score_gemma":0.000051334926,"teacher_disagreement_score":0.5620759,"about_ca_system_score_codex":0.00048244023,"about_ca_system_score_gemma":0.0004183211,"threshold_uncertainty_score":0.98886},"labels":[],"label_agreement":null},{"id":"W4417495751","doi":"10.1111/jsr.70270","title":"Positive Airway Pressure Therapy Initiation and Continued Benzodiazepine Use Among Chronic Drug Users","year":2025,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Institute for Clinical Evaluative Sciences; University of Toronto; St. Michael's Hospital","funders":"Cancer Care Ontario; Ministry of Health, Ontario","keywords":"Benzodiazepine; Discontinuation; Concomitant; Confidence interval; Positive airway pressure; Hypnotic; Drug; Cohort study","score_opus":0.035642780359661674,"score_gpt":0.3653461299263817,"score_spread":0.32970334956672004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417495751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872848,0.0058536013,0.00020050563,0.0041749747,0.00016426406,0.0009158024,0.0000137603165,0.000013292295,0.0013790139],"genre_scores_gemma":[0.9962024,0.0013766105,0.00030936502,0.000093618386,0.00034456002,0.00001599324,0.000008228516,0.000029147739,0.0016200452],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964211,0.0006983711,0.00053982984,0.00028704948,0.0014757643,0.0005778686],"domain_scores_gemma":[0.99512285,0.00113033,0.0001965233,0.00030771617,0.0029239224,0.00031867542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027725857,0.00017488928,0.00047676484,0.0012718026,0.00023320831,0.00018916755,0.0002562778,0.0001502301,0.00019802238],"category_scores_gemma":[0.0015854572,0.00013875117,0.00013979984,0.0009307454,0.0005874501,0.0007352406,0.00016507575,0.0017278823,0.000008379644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067634713,0.00085316645,0.7225231,0.00042282263,0.0031864757,0.00076474,0.0024924127,0.000067505534,0.13149756,0.0010509446,0.006807963,0.12356985],"study_design_scores_gemma":[0.008471686,0.0015123264,0.91722566,0.00059157895,0.00012739062,0.000076105134,0.00068604574,0.0013868014,0.065122195,0.00024975033,0.004404049,0.00014639091],"about_ca_topic_score_codex":0.00013711888,"about_ca_topic_score_gemma":0.000052892596,"teacher_disagreement_score":0.1947026,"about_ca_system_score_codex":0.00040201054,"about_ca_system_score_gemma":0.00034093062,"threshold_uncertainty_score":0.7506885},"labels":[],"label_agreement":null},{"id":"W44727445","doi":"10.1155/2008/719231","title":"Cost‐Effectiveness of Continuous Positive Airway Pressure Therapy in Patients with Obstructive Sleep Apnea‐Hypopnea in British Columbia","year":2008,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia; Vancouver Coastal Health Research Institute; Vancouver Coastal Health","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Hypopnea; Airway; Positive airway pressure; Sleep (system call); Sleep disordered breathing; Apnea; Anesthesia; Sleep apnea; Polysomnography; Intensive care medicine","score_opus":0.015666243604728455,"score_gpt":0.24734126520185706,"score_spread":0.2316750215971286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W44727445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962941,0.000819957,0.000021721877,0.000019924715,0.00015316842,0.0018857996,0.00019413875,0.000008956308,0.0006022331],"genre_scores_gemma":[0.99947184,0.0000144331225,0.000079903424,0.00018023005,0.00007685927,0.00005607462,0.000015851501,0.00006296013,0.000041873624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996748,0.00074842264,0.0005448306,0.00043264174,0.0007158152,0.0008103441],"domain_scores_gemma":[0.9973101,0.0001779266,0.00022476685,0.00029542245,0.001121819,0.0008699387],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006746612,0.00021788703,0.00073752337,0.0006243088,0.00022558635,0.000083870174,0.00025428578,0.00022602896,0.00026897926],"category_scores_gemma":[0.00028964822,0.00027928135,0.000106708765,0.0007988802,0.00053947914,0.00031399078,0.000026925789,0.001160681,0.0000045635516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010432045,0.00024953403,0.96296364,0.00004332264,0.00021710567,0.0027260673,0.00041205186,0.000052417865,0.00028489006,0.000003805753,0.00005827772,0.031945698],"study_design_scores_gemma":[0.0131842615,0.0017776333,0.9827214,0.0003456679,0.000025557994,0.00041262287,0.00030915605,0.000019460198,0.00046861335,0.00002541934,0.00045087837,0.00025934537],"about_ca_topic_score_codex":0.09847489,"about_ca_topic_score_gemma":0.4004388,"teacher_disagreement_score":0.3019639,"about_ca_system_score_codex":0.0011780439,"about_ca_system_score_gemma":0.0011516283,"threshold_uncertainty_score":0.9999659},"labels":[],"label_agreement":null},{"id":"W45462146","doi":"","title":"Sleep Disordered Breathing And Ventricular Arrhythmias: Mechanisms and Implications","year":2008,"lang":"en","type":"article","venue":"International Cardivascular Research Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Ventricular tachycardia; Ejection fraction; Asymptomatic; Ventricular fibrillation; Heart failure; Atrial fibrillation; Sudden cardiac death; Myocardial infarction; Central sleep apnea; Sleep apnea; Apnea; Polysomnography","score_opus":0.04540878980544601,"score_gpt":0.35243350141778373,"score_spread":0.30702471161233774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W45462146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95381427,0.0047918013,0.028361466,0.009373903,0.00023195824,0.0006120886,0.000022783828,0.000038295937,0.002753452],"genre_scores_gemma":[0.9931754,0.0017990095,0.00423534,0.00006329209,0.00049929996,0.0000381154,0.000016824652,0.00003240185,0.0001403328],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99659956,0.0002977673,0.00029886328,0.0003782382,0.0019461885,0.00047940356],"domain_scores_gemma":[0.99760985,0.00019086119,0.000059615897,0.0002871934,0.0013447278,0.00050774147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018275486,0.0001487398,0.00026596626,0.0007025747,0.0007646447,0.00017718883,0.00022443947,0.00009717885,0.00014318753],"category_scores_gemma":[0.0011180742,0.00012924842,0.00019558078,0.00032778014,0.00038358328,0.0002935511,0.00034714988,0.0011386336,0.000026603922],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014129877,0.0011536832,0.37248072,0.00032448207,0.011259599,0.04042794,0.0043028337,0.00029229667,0.06568896,0.054944944,0.0027200356,0.4449915],"study_design_scores_gemma":[0.008030081,0.00066120416,0.67237484,0.00017492993,0.00016548407,0.2595932,0.001686776,0.005760241,0.0034918187,0.02506454,0.022498118,0.0004987467],"about_ca_topic_score_codex":0.000047502035,"about_ca_topic_score_gemma":0.0000017178681,"teacher_disagreement_score":0.44449276,"about_ca_system_score_codex":0.00029928895,"about_ca_system_score_gemma":0.00009476946,"threshold_uncertainty_score":0.5881106},"labels":[],"label_agreement":null},{"id":"W49295287","doi":"10.1093/sleep/28.5.585","title":"Laryngeal and Velopharyngeal Sensory Impairment in Obstructive Sleep Apnea","year":2005,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; ResMed","keywords":"Medicine; Obstructive sleep apnea; Larynx; Anesthesia; Confidence interval; Apnea; Airway; Sleep apnea; Apnea–hypopnea index; Polysomnography; Sensory threshold; Reflex; Audiology; Internal medicine; Surgery; Psychology","score_opus":0.01514584670222039,"score_gpt":0.2844237021353139,"score_spread":0.2692778554330935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W49295287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891416,0.00080389436,0.000086576416,0.0024268986,0.00018325725,0.00079052616,0.000022172748,0.00008463035,0.006460433],"genre_scores_gemma":[0.9951571,0.000033855846,0.00353843,0.00040202597,0.00042338725,0.000055212204,0.000024053015,0.000048917183,0.0003170132],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976598,0.00011053514,0.0003817882,0.0005811931,0.00056418154,0.0007025239],"domain_scores_gemma":[0.9989671,0.00009959889,0.00006597232,0.00037438734,0.00012445358,0.00036849198],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031602988,0.0002784365,0.00044038834,0.0003751889,0.00009051675,0.000030015366,0.00012788257,0.00015816485,0.00037596366],"category_scores_gemma":[0.0001221446,0.00026307305,0.00008792752,0.00035640266,0.00025158067,0.00024265457,0.00018825312,0.0005846792,0.0001990466],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014314058,0.0008444711,0.35195246,0.0002250063,0.00028074806,0.00088025676,0.0037654294,0.000080312464,0.01800903,0.001048585,0.00016500027,0.62131727],"study_design_scores_gemma":[0.008155839,0.0006727888,0.95892495,0.000041867028,0.00009682557,0.00046092615,0.0015872172,0.01569725,0.009963862,0.0003261435,0.0035975687,0.00047475516],"about_ca_topic_score_codex":0.000056410616,"about_ca_topic_score_gemma":0.00007431794,"teacher_disagreement_score":0.6208425,"about_ca_system_score_codex":0.0004567657,"about_ca_system_score_gemma":0.0000349329,"threshold_uncertainty_score":0.9999821},"labels":[],"label_agreement":null},{"id":"W50571350","doi":"","title":"Differences in pulse oximetry technology can affect detection of sleep-disorderd breathing in children.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Pulse oximetry; Polysomnography; Breathing; Pulse (music); Anesthesia; Artifact (error); Sleep disordered breathing; Apnea; Obstructive sleep apnea","score_opus":0.017250258625380873,"score_gpt":0.23705545934635863,"score_spread":0.21980520072097776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W50571350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99668235,0.0007099581,0.000051745155,0.0005902525,0.00006002252,0.0011870963,0.000004022962,0.00005056334,0.000663971],"genre_scores_gemma":[0.9992537,0.000034069664,0.000054247375,0.00001462149,0.00003053313,0.00055471604,0.0000022629642,0.000017942972,0.000037943766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855465,0.000089025205,0.00027239116,0.00030506685,0.00028131806,0.00049756834],"domain_scores_gemma":[0.99947757,0.000074022864,0.000067644265,0.00025807624,0.000041165295,0.00008153873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030032507,0.00013378359,0.00035304416,0.0013783168,0.000026186457,0.000008060914,0.00014245362,0.00018025389,0.000043640073],"category_scores_gemma":[0.00060969644,0.000121980745,0.000048010603,0.0014909961,0.00015520614,0.00006838747,0.00007546912,0.00049633934,0.0000042175516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026901995,0.00014483435,0.59693384,0.000024487872,0.000026252435,0.00001238033,0.00006365649,5.7114687e-7,0.0014029759,0.000012151414,3.3328854e-7,0.4013516],"study_design_scores_gemma":[0.0017393855,0.00008818214,0.9747175,0.000016268497,0.000016158076,0.00006690384,0.000117027426,0.0007300586,0.022301951,0.00011095816,0.0000017091994,0.000093923874],"about_ca_topic_score_codex":0.0007215225,"about_ca_topic_score_gemma":0.0006837699,"teacher_disagreement_score":0.4012577,"about_ca_system_score_codex":0.00020741949,"about_ca_system_score_gemma":0.000004273191,"threshold_uncertainty_score":0.49742305},"labels":[],"label_agreement":null},{"id":"W55777214","doi":"10.5665/sleep/32.1.91","title":"Effect of Continuous Positive Airway Pressure on Sleep Structure in Heart Failure Patients with Central Sleep Apnea","year":2009,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Continuous positive airway pressure; Anesthesia; Apnea; Obstructive sleep apnea; Arousal; Central sleep apnea; Polysomnography; Sleep apnea; Apnea–hypopnea index; Randomized controlled trial; Cardiology; Internal medicine; Psychology","score_opus":0.002649057608863422,"score_gpt":0.23673942809456813,"score_spread":0.23409037048570472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W55777214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949467,0.00015786466,0.000059561396,0.0009054296,0.00017377001,0.0024703143,0.00019928579,0.0000633242,0.0010237305],"genre_scores_gemma":[0.99888223,8.05033e-7,0.0004097781,0.00024399477,0.00014455174,0.000020370608,0.0001879349,0.00005815836,0.00005219342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99635184,0.00038076894,0.0004405341,0.00070266245,0.0011713074,0.0009528883],"domain_scores_gemma":[0.9983185,0.00018683437,0.00017004616,0.0006383557,0.0003381029,0.00034818117],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022683814,0.0004885174,0.0009446451,0.00037958357,0.00008025842,0.000029178233,0.00024922227,0.00029018577,0.00027150966],"category_scores_gemma":[0.0002335588,0.00035548268,0.00017417288,0.000620283,0.00020611416,0.0001831078,0.000060607843,0.00091852254,0.000023750132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0118071865,0.0011178523,0.8965958,0.00031331665,0.00045358393,0.00013218177,0.0008770754,0.000719829,0.010148434,0.0002425847,0.00030256168,0.07728962],"study_design_scores_gemma":[0.013713749,0.015624771,0.8864452,0.00021968018,0.00030297943,0.000022094726,0.00008342906,0.0011423939,0.08151871,0.000032518506,0.0004994942,0.0003949374],"about_ca_topic_score_codex":0.000048188434,"about_ca_topic_score_gemma":0.000034176475,"teacher_disagreement_score":0.07689468,"about_ca_system_score_codex":0.00018442151,"about_ca_system_score_gemma":0.000024603847,"threshold_uncertainty_score":0.99988973},"labels":[],"label_agreement":null},{"id":"W56180738","doi":"","title":"Prevalence of persistent sleep apnea in patients treated with continuous positive airway pressure.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Polysomnography; Body mass index; Apnea; Anesthesia; Sleep apnea; Apnea–hypopnea index; Asymptomatic; Epworth Sleepiness Scale; Pediatrics; Internal medicine","score_opus":0.008285813362516608,"score_gpt":0.21176236525521747,"score_spread":0.20347655189270086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W56180738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887019,0.00030209657,0.000011115562,0.000098686025,0.000028003238,0.0024089871,0.000063432766,0.000026819805,0.008359],"genre_scores_gemma":[0.99762857,0.0000020995342,0.000057173118,0.000015672433,0.000030909836,0.0005306756,0.000029793036,0.000023960953,0.0016811353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827224,0.00009096957,0.00027099738,0.00033206303,0.00056506624,0.00046865674],"domain_scores_gemma":[0.9990782,0.000057931047,0.00010826792,0.00026777192,0.0003664581,0.000121353536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017132322,0.00015529683,0.00031652712,0.0001971172,0.000024944577,0.000009470029,0.00011387649,0.000071933355,0.000036804602],"category_scores_gemma":[0.00009223985,0.00012069126,0.00010009136,0.0003220996,0.00019221818,0.00009380141,0.00004633085,0.00017148015,0.0000045735487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013236805,0.00082193856,0.9737444,0.00022175288,0.00019992462,0.00002304942,0.00009053592,0.000044150747,0.0000808137,0.0000177865,0.000023992587,0.023408001],"study_design_scores_gemma":[0.0046539144,0.0005307645,0.9877632,0.000036214697,0.0002465174,0.000005731915,0.000045765933,0.00027830258,0.0062955227,0.000002304756,0.000028052895,0.00011365293],"about_ca_topic_score_codex":0.00029284254,"about_ca_topic_score_gemma":0.000013600535,"teacher_disagreement_score":0.023294348,"about_ca_system_score_codex":0.00012993894,"about_ca_system_score_gemma":0.000011698319,"threshold_uncertainty_score":0.49216464},"labels":[],"label_agreement":null},{"id":"W56256247","doi":"10.1177/0310057x0403200107","title":"Criteria for Elective Admission to the Paediatric Intensive Care Unit following Adenotonsillectomy for Severe Obstructive Sleep Apnoea","year":2004,"lang":"en","type":"article","venue":"Anaesthesia and Intensive Care","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intellijoint Surgical (Canada)","funders":"","keywords":"Medicine; Adenoidectomy; Tonsillectomy; Intensive care unit; Intensive care; Paediatric intensive care unit; Sleep (system call); Intervention (counseling); Pediatrics; Emergency medicine; Intensive care medicine; Anesthesia; Nursing","score_opus":0.025851491210730174,"score_gpt":0.32471487269693655,"score_spread":0.2988633814862064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W56256247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762498,0.005547171,0.0020719378,0.009021842,0.00046997025,0.0061697452,0.00017204585,0.00008607026,0.0002114068],"genre_scores_gemma":[0.98848766,0.000050565144,0.0021223265,0.007822195,0.00037723838,0.0007705929,0.00019356569,0.00010973902,0.00006613223],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975085,0.00009243115,0.00035787933,0.00085387746,0.00040472226,0.00078256096],"domain_scores_gemma":[0.9806705,0.00031039416,0.000115653835,0.00047013062,0.017981494,0.00045180356],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012511968,0.00046621187,0.0007030252,0.00039788394,0.00063733873,0.00008505842,0.00025135177,0.00024633488,0.000013802763],"category_scores_gemma":[0.0059008864,0.00034055568,0.00046624805,0.0006851082,0.00016330057,0.00018622259,0.00014581559,0.00042409915,0.000012737822],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020368112,0.00016143697,0.11223603,0.002790232,0.0039317207,0.0011556145,0.41658324,0.0002261815,0.026215123,0.004859447,0.012462725,0.39901012],"study_design_scores_gemma":[0.010085082,0.007577328,0.05325709,0.00053554634,0.001282779,0.00036297418,0.8784079,0.00019370229,0.027300693,0.0012084603,0.018818883,0.0009695589],"about_ca_topic_score_codex":0.00013628828,"about_ca_topic_score_gemma":0.00008289665,"teacher_disagreement_score":0.46182466,"about_ca_system_score_codex":0.0005766147,"about_ca_system_score_gemma":0.00026398338,"threshold_uncertainty_score":0.99990463},"labels":[],"label_agreement":null},{"id":"W57582191","doi":"10.1155/2011/924629","title":"Coagulability in Obstructive Sleep Apnea","year":2011,"lang":"en","type":"review","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Sleep (system call); Sleep apnea syndromes; Apnea; Cardiology; Polysomnography; Intensive care medicine; Internal medicine","score_opus":0.08700497608934488,"score_gpt":0.3493635328037227,"score_spread":0.2623585567143778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W57582191","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045988392,0.98852104,0.000012267561,0.0000296497,0.000816672,0.0013499542,0.000117796226,0.000020416705,0.008672333],"genre_scores_gemma":[0.00062853744,0.9967652,0.0002568518,0.00042214963,0.0013177767,0.00012500386,0.000030071398,0.0002510461,0.00020336099],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99501026,0.0008993808,0.0013853806,0.00075015525,0.00056779763,0.0013870057],"domain_scores_gemma":[0.9947653,0.00016586958,0.00047311356,0.00094842236,0.00052614923,0.0031211583],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015178733,0.0006810071,0.002487956,0.0028143532,0.00024839767,0.00010063477,0.00069121976,0.0008859759,0.002352766],"category_scores_gemma":[0.0010132946,0.0005903336,0.00081391196,0.0011497237,0.00047624807,0.0002022218,0.00008893675,0.004419695,0.0004656288],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000026308035,0.000042585663,0.0027899803,0.0027777601,0.00029092826,0.0031546208,0.000097031385,1.3272411e-7,5.435351e-7,0.00025033735,0.00021049842,0.99035925],"study_design_scores_gemma":[0.00074615184,0.00019409484,0.0033711588,0.002536653,0.00042162093,0.0023929516,0.000095369636,0.0000024332676,0.0000015815061,0.0001861269,0.9895781,0.0004737126],"about_ca_topic_score_codex":0.004499139,"about_ca_topic_score_gemma":0.030900015,"teacher_disagreement_score":0.98988557,"about_ca_system_score_codex":0.0063369987,"about_ca_system_score_gemma":0.006506591,"threshold_uncertainty_score":0.9996548},"labels":[],"label_agreement":null},{"id":"W576832187","doi":"10.1155/2015/583549","title":"Effects of One-Week Tongue-Task Training on Sleep Apnea Severity: A Pilot Study","year":2015,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Apnea; Sleep apnea; Tongue; Anesthesia; Sleep (system call); Obstructive sleep apnea; Physical therapy","score_opus":0.09450598754026596,"score_gpt":0.3153460676990765,"score_spread":0.22084008015881057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W576832187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931443,0.00039156523,0.000060407525,0.00040195504,0.0004992099,0.0009104865,0.000014373828,0.000022154894,0.004555593],"genre_scores_gemma":[0.997637,0.0000012783536,0.000102686994,0.0014773702,0.00061085424,0.000023299915,0.0000015529522,0.00006146264,0.000084513485],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968994,0.00048454653,0.0005005522,0.0003389309,0.0009797429,0.0007968101],"domain_scores_gemma":[0.9954676,0.00017592036,0.00017958938,0.00040576377,0.0006137692,0.0031573628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014581558,0.00025294154,0.00058080244,0.0010279062,0.00020944915,0.00006764989,0.00031206544,0.00011965212,0.00012340253],"category_scores_gemma":[0.001460298,0.00024178953,0.00010292432,0.0004988328,0.00017850053,0.0001527772,0.00003983702,0.0014752059,0.00008390934],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008380163,0.010324024,0.22554715,0.00083436474,0.0045742285,0.03731976,0.030133368,0.00013232083,0.10509249,0.00084039324,0.008352179,0.5684696],"study_design_scores_gemma":[0.03975991,0.10251525,0.78355646,0.00065694563,0.0009011429,0.0015207574,0.01815869,0.0004885676,0.013022905,0.0004983808,0.037558302,0.0013626728],"about_ca_topic_score_codex":0.0030611318,"about_ca_topic_score_gemma":0.0094723655,"teacher_disagreement_score":0.5671069,"about_ca_system_score_codex":0.0012191866,"about_ca_system_score_gemma":0.001969674,"threshold_uncertainty_score":0.9859891},"labels":[],"label_agreement":null},{"id":"W58474692","doi":"10.1093/sleep/31.6.772","title":"To Sleep, Perchance to Dip: Obstructive Sleep Apnea, Blood Pressure, and Cardiovascular Disease","year":2008,"lang":"en","type":"letter","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Internal medicine; Cardiology; Blood pressure; Odds ratio; Sleep apnea; Myocardial infarction; Stroke (engine); Risk factor; Coronary artery disease; Prospective cohort study","score_opus":0.01771268831985727,"score_gpt":0.257249634276461,"score_spread":0.23953694595660374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W58474692","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17258719,0.1352918,0.008745809,0.6235341,0.0074713845,0.031673204,0.005255938,0.001685182,0.0137553895],"genre_scores_gemma":[0.45414492,0.0009873065,0.012101797,0.4765923,0.03305399,0.0047258195,0.0018918286,0.002030304,0.014471725],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905937,0.00044176725,0.0007580004,0.00295476,0.0032794084,0.0019724],"domain_scores_gemma":[0.99341977,0.00021236762,0.00014695492,0.0033501491,0.00088028156,0.0019904692],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00040610487,0.0012879513,0.0020840866,0.001037406,0.0003920327,0.00013484206,0.0008760418,0.0009844317,0.00041004308],"category_scores_gemma":[0.0010222689,0.0012542203,0.0010681013,0.0010254241,0.0005141846,0.00023074784,0.001068944,0.0033004694,0.0005935916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004382511,0.001379226,0.025777338,0.008478472,0.07927064,0.06187939,0.0066142944,0.0019773871,0.002383013,0.00018008391,0.53548443,0.27219322],"study_design_scores_gemma":[0.00369001,0.00076971954,0.029181087,0.00029788766,0.012341089,0.0006872297,0.0001300157,0.0007226608,0.00086922443,0.00010978243,0.9492696,0.0019317035],"about_ca_topic_score_codex":0.00025915346,"about_ca_topic_score_gemma":0.0000064361316,"teacher_disagreement_score":0.41378516,"about_ca_system_score_codex":0.00018892813,"about_ca_system_score_gemma":0.000105887775,"threshold_uncertainty_score":0.99998724},"labels":[],"label_agreement":null},{"id":"W58766919","doi":"10.1007/978-1-4419-9893-4_88","title":"Snore Outcomes Survey (SOS)","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Child, Adolescent and Family Mental Health; University of Toronto","funders":"","keywords":"Spouse; Sleep disordered breathing; Perspective (graphical); Quality of life (healthcare); Medicine; Breathing; Duration (music); Scale (ratio); Physical therapy; Psychology; Clinical psychology; Psychiatry; Computer science; Nursing; Internal medicine; Cartography; Geography; Artificial intelligence","score_opus":0.09974913865727522,"score_gpt":0.328572315456709,"score_spread":0.2288231767994338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W58766919","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000415103,0.00017653272,0.00009171229,0.00020254824,0.00030165748,0.00062068325,0.00009548207,0.000115382616,0.9979809],"genre_scores_gemma":[0.019154811,0.0000593969,0.0003590284,0.000282471,0.0001478887,0.000008127068,0.00025032402,0.00013882999,0.9795991],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803823,0.000030511048,0.00034299048,0.00050824997,0.00071318547,0.00036686004],"domain_scores_gemma":[0.99809223,0.00019647558,0.00009726765,0.0008635476,0.00044666816,0.00030383252],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038308313,0.0003961364,0.0007905203,0.0003019996,0.00004218667,0.000015557198,0.00022667326,0.00047896986,0.04137735],"category_scores_gemma":[0.00022175902,0.00028796354,0.00027596302,0.00003067429,0.00023029523,0.00004155473,0.00021108535,0.0007583099,0.0053890715],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006041516,0.00017935252,0.52128744,0.000387271,0.003038456,0.00079301675,0.00013281664,2.7394602e-8,0.000058312646,0.3520124,0.0229659,0.098540865],"study_design_scores_gemma":[0.0019059366,0.00045046466,0.7974511,0.00010989493,0.00029322706,0.0000740187,0.000011838999,0.000004650655,0.00023185824,0.009715593,0.18899107,0.0007603365],"about_ca_topic_score_codex":0.00045546316,"about_ca_topic_score_gemma":0.00044508837,"teacher_disagreement_score":0.3422968,"about_ca_system_score_codex":0.00014273812,"about_ca_system_score_gemma":0.000085535365,"threshold_uncertainty_score":0.99995726},"labels":[],"label_agreement":null},{"id":"W587732304","doi":"10.1016/j.ejphar.2015.06.024","title":"Obstructive sleep apnea syndrome, continuous positive airway pressure and treatment of hypertension","year":2015,"lang":"en","type":"review","venue":"European Journal of Pharmacology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital; University Health Network","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Medicine; Cardiology; Sleep apnea; Airway; Apnea; Blood pressure; Internal medicine; Anesthesia; Intensive care medicine","score_opus":0.05507932814558311,"score_gpt":0.3462069396517405,"score_spread":0.2911276115061574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W587732304","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048580943,0.9908987,0.000026256144,0.00011325697,0.0010272127,0.0011980281,0.00011741429,0.00001232498,0.0017486974],"genre_scores_gemma":[0.01542512,0.9826973,0.000548784,0.00004025033,0.00073162204,0.000007411827,0.000026680484,0.00014105708,0.00038174514],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949762,0.0024514862,0.0012591239,0.00040265263,0.0005080619,0.0004024314],"domain_scores_gemma":[0.99609923,0.00037386265,0.0015498758,0.00021968826,0.0012839742,0.00047337174],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00085492304,0.0005284008,0.0035310204,0.0006404189,0.00005541302,0.000013800767,0.00027156342,0.00015000417,0.00017368689],"category_scores_gemma":[0.00012536507,0.00035835826,0.0005747039,0.00027222044,0.00048052895,0.00010301354,0.00016624057,0.00078999123,0.00003839329],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006819815,0.0005380671,0.000027236625,0.0020184978,0.0062119155,0.017037852,0.00028690958,0.0000011596317,0.00062697736,0.0000052897512,0.00071330246,0.9718508],"study_design_scores_gemma":[0.0077235703,0.012092501,0.00053774426,0.0018626828,0.019533789,0.053266656,0.00012942849,0.000016897571,0.000303694,0.0000030368744,0.904217,0.00031298088],"about_ca_topic_score_codex":0.0000037886566,"about_ca_topic_score_gemma":1.5790098e-7,"teacher_disagreement_score":0.9715378,"about_ca_system_score_codex":0.0002485408,"about_ca_system_score_gemma":0.0002296249,"threshold_uncertainty_score":0.9998868},"labels":[],"label_agreement":null},{"id":"W61123167","doi":"10.1093/sleep/33.9.1177","title":"Obstructive Sleep Apnea and Aging Effects on Macrovascular and Microcirculatory Function","year":2010,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Medicine; Arterial stiffness; Obstructive sleep apnea; Brachial artery; Cardiology; Internal medicine; Body mass index; Microcirculation; Obesity; Sleep apnea; Pulse wave velocity; Blood pressure","score_opus":0.006065775352150491,"score_gpt":0.24556734328525778,"score_spread":0.23950156793310728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W61123167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99602276,0.0006773114,0.00049207854,0.0003037107,0.0006429455,0.0006125097,0.0000035394853,0.000083308165,0.0011618488],"genre_scores_gemma":[0.9985054,0.000009465165,0.0006539633,0.00029328978,0.0003879005,0.00003232926,0.0000117954405,0.000048287075,0.000057581165],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984227,0.000070777976,0.00016341181,0.00055491127,0.00039355402,0.00039465434],"domain_scores_gemma":[0.9989997,0.00013473636,0.000053695396,0.0004005983,0.000121557336,0.00028971804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027139336,0.00023361335,0.00029908944,0.0002254799,0.00019078168,0.000048578382,0.00006608891,0.00017135846,0.00006544989],"category_scores_gemma":[0.00018491708,0.00021310138,0.000084757805,0.00018008506,0.00026188834,0.00013203562,0.00010444522,0.0007496915,0.00005554693],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020342636,0.00006201461,0.081172585,0.0002780159,0.00030143166,0.000084682666,0.00034685957,0.0000017149138,0.48553795,0.0010000892,0.000015020776,0.4309962],"study_design_scores_gemma":[0.004271708,0.00047807695,0.8937446,0.00005026243,0.00033115532,0.0003123405,0.00028338248,0.0013724685,0.0957327,0.0009066516,0.0021734482,0.0003431938],"about_ca_topic_score_codex":0.000026276237,"about_ca_topic_score_gemma":0.0000092009295,"teacher_disagreement_score":0.81257206,"about_ca_system_score_codex":0.000063135674,"about_ca_system_score_gemma":0.000010924748,"threshold_uncertainty_score":0.8690022},"labels":[],"label_agreement":null},{"id":"W621050011","doi":"10.1007/s11325-015-1208-9","title":"Obstructive sleep apnea in Parkinson’s disease patients: effect of Sinemet CR taken at bedtime","year":2015,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Bedtime; Levodopa; Anesthesia; Apnea–hypopnea index; Neurology; Parkinson's disease; Internal medicine; Apnea; Disease; Psychiatry","score_opus":0.013743685321994152,"score_gpt":0.26805303145939624,"score_spread":0.2543093461374021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W621050011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99618423,0.00065213843,0.00005375818,0.00017439622,0.0002035791,0.00084208633,0.000054815428,0.000041014246,0.001793957],"genre_scores_gemma":[0.99916285,0.0000073115757,0.00041228387,0.000060919916,0.000105020845,0.000045768546,0.00008661589,0.00004053504,0.00007868446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976839,0.00023367025,0.00039096575,0.0005088777,0.0007123399,0.0004702819],"domain_scores_gemma":[0.9984181,0.00023684606,0.00013139255,0.0003729786,0.0002488092,0.00059190113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005659367,0.0002840921,0.0005671466,0.00031758528,0.000079236066,0.000025319825,0.00013338248,0.00011752052,0.00006607155],"category_scores_gemma":[0.00075728836,0.00022895959,0.000111256784,0.00036435723,0.0002274925,0.0002506742,0.00027168632,0.00031278838,0.000026079228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023202382,0.00020976795,0.91909313,0.00023808864,0.0001344299,0.00016898621,0.0013950244,0.000015703086,0.00053377537,0.000034518915,0.000037108282,0.0758192],"study_design_scores_gemma":[0.013570959,0.0014046142,0.972593,0.0001803522,0.00033985148,0.000041680825,0.00039117728,0.00627405,0.0034931933,0.00021620978,0.0011212543,0.00037365357],"about_ca_topic_score_codex":0.00019774394,"about_ca_topic_score_gemma":0.000017349426,"teacher_disagreement_score":0.07544555,"about_ca_system_score_codex":0.00037358337,"about_ca_system_score_gemma":0.000026991032,"threshold_uncertainty_score":0.9336701},"labels":[],"label_agreement":null},{"id":"W66151380","doi":"10.1155/2014/948717","title":"Examination of Pulse Oximetry Tracings to Detect Obstructive Sleep Apnea in Patients with Advanced Chronic Obstructive Pulmonary Disease","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Medicine; Pulse oximetry; Pulmonary disease; Obstructive sleep apnea; Cardiology; Sleep apnea; Internal medicine; Sleep (system call); Intensive care medicine; Anesthesia","score_opus":0.008831337938720872,"score_gpt":0.24267097371585367,"score_spread":0.2338396357771328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W66151380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969182,0.00025895942,0.0006070319,0.00008257932,0.0001879479,0.0008800567,0.00005660981,0.000013025034,0.0009955971],"genre_scores_gemma":[0.9987736,9.561131e-7,0.00066353515,0.00023185783,0.00019556949,0.00003512348,0.000012111804,0.00006755275,0.00001974046],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99700034,0.0003307398,0.0005501692,0.0004870862,0.0008423583,0.0007893171],"domain_scores_gemma":[0.99619865,0.000107753665,0.0002556274,0.0004424914,0.00086189155,0.002133605],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00056838326,0.00030665298,0.00047353448,0.0017481175,0.00018702183,0.000038002145,0.00027320633,0.00013244657,0.00017344138],"category_scores_gemma":[0.0009272752,0.00028274293,0.00010370702,0.0010276029,0.00023030899,0.00043521097,0.000038546474,0.0008273011,0.00001633388],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010144464,0.00006734957,0.38141885,0.000098350494,0.000072281524,0.0002641597,0.00024370059,0.00029269033,0.002407443,0.00007016414,0.0000030474803,0.6140475],"study_design_scores_gemma":[0.002942666,0.0012056967,0.99209785,0.00013760134,0.00006272405,0.000035236724,0.0002394995,0.0002959603,0.0021099646,0.00011332374,0.0004784357,0.00028105243],"about_ca_topic_score_codex":0.00043442793,"about_ca_topic_score_gemma":0.003544799,"teacher_disagreement_score":0.6137665,"about_ca_system_score_codex":0.0029813899,"about_ca_system_score_gemma":0.0006603164,"threshold_uncertainty_score":0.99996245},"labels":[],"label_agreement":null},{"id":"W66223598","doi":"10.1016/b978-0-12-378610-4.00304-1","title":"Upper Airway Pathology","year":2013,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Airway; Obstructive sleep apnea; Pathology; Fibrosis; Proinflammatory cytokine; Dilator; Connective tissue; Inflammation; Edema; Cardiology; Internal medicine; Anesthesia","score_opus":0.019209349940295797,"score_gpt":0.2760800498425129,"score_spread":0.2568706999022171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W66223598","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00055110716,0.0012254276,0.000004391805,0.00038511178,0.000480977,0.0014633936,0.000031310927,0.00011533405,0.9957429],"genre_scores_gemma":[0.0015202396,0.000074490476,0.0009109323,0.0007276947,0.0008497576,0.00010782127,0.00005889201,0.0002256315,0.9955245],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997409,0.000045541095,0.00049355545,0.00075366674,0.00069137075,0.0006068629],"domain_scores_gemma":[0.9978608,0.00008510555,0.00017262099,0.0011121542,0.00038299538,0.0003863134],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022716181,0.00054063275,0.00094271934,0.00037938633,0.00008735558,0.000030636147,0.00027371233,0.00077242695,0.0130924815],"category_scores_gemma":[0.0000679084,0.00045482084,0.00042259757,0.000014557393,0.0005130577,0.0000368168,0.00028768636,0.0014044713,0.01238835],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004258544,0.000014951995,0.00006310649,0.00015614428,0.00023664802,0.00055147125,0.000091900954,1.5228162e-8,0.0005406054,0.00885667,0.0005768535,0.9888691],"study_design_scores_gemma":[0.00086721004,0.00030169636,0.00035680048,0.00023343867,0.00022902466,0.0004636672,0.000009562025,0.000005548228,0.0003570403,0.0053949193,0.99137247,0.00040864153],"about_ca_topic_score_codex":5.589536e-7,"about_ca_topic_score_gemma":0.0000030016663,"teacher_disagreement_score":0.9907956,"about_ca_system_score_codex":0.00023786796,"about_ca_system_score_gemma":0.00012508042,"threshold_uncertainty_score":0.9997904},"labels":[],"label_agreement":null},{"id":"W6901769909","doi":"10.60692/szh46-qq228","title":"Impact of obstructive sleep apnea on cognition, mood, and fatigue: an MRI-based study","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Neurocognitive; Depression (economics); Neuropsychology; Cognition; Quality of life (healthcare); Epworth Sleepiness Scale; Sleep apnea; Polysomnography","score_opus":0.055958649433786596,"score_gpt":0.3131163349896464,"score_spread":0.2571576855558598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901769909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99482924,5.150859e-7,0.0017879781,0.000018778168,0.00009985524,0.0015183549,0.0002665438,0.00020489316,0.0012738326],"genre_scores_gemma":[0.99959147,2.067822e-8,0.00007925473,0.000015129166,0.000044444132,0.000110181885,0.00012978695,0.000018877487,0.000010838896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981402,0.00013713198,0.00056032103,0.00020807369,0.00067592465,0.0002783353],"domain_scores_gemma":[0.998466,0.000029892111,0.00024760555,0.00042558604,0.00062417967,0.0002067087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004114888,0.00020770663,0.0003703323,0.000809754,0.0001128006,0.00006691707,0.00009399254,0.00009253568,0.00003582955],"category_scores_gemma":[0.00007936367,0.00015742172,0.00009000264,0.0007515207,0.00006834696,0.0004899414,0.0000435158,0.00015453598,0.0002329538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080494693,0.000031354986,0.954687,0.00039019037,0.00029566407,0.000010821373,0.04160803,0.00045041228,0.000023812556,0.000028651375,0.0000063527873,0.0016627439],"study_design_scores_gemma":[0.0047843284,0.0017186096,0.931325,0.00008131006,0.00008720545,0.000017321594,0.041226365,0.019884652,0.00073979254,0.0000011553564,8.8179104e-7,0.00013336583],"about_ca_topic_score_codex":0.000019930372,"about_ca_topic_score_gemma":3.572807e-7,"teacher_disagreement_score":0.023362003,"about_ca_system_score_codex":0.00016684175,"about_ca_system_score_gemma":0.000046536446,"threshold_uncertainty_score":0.6419471},"labels":[],"label_agreement":null},{"id":"W6901899309","doi":"10.6084/m9.figshare.11960169.v1","title":"Additional file 1 of Development, validation and application of a 3D printed model depicting adenoid hypertrophy in comparison to a Nasoendoscopy","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"3d printed; Adenoid hypertrophy; Adenoid; 3d printer; Muscle hypertrophy","score_opus":0.05489513490754276,"score_gpt":0.3127575341566685,"score_spread":0.25786239924912574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901899309","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020290771,0.000013497331,0.0004532957,0.00008279927,0.0000015098694,0.00061563967,0.97809416,0.000019580164,0.0004287168],"genre_scores_gemma":[0.4964309,6.610377e-8,0.03151703,0.000045172073,0.00001723671,0.0006461345,0.4713243,0.000010721874,0.000008449631],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992413,0.000016604381,0.00023761817,0.00017805643,0.00022601054,0.0001004347],"domain_scores_gemma":[0.9992905,0.00024072154,0.00010032602,0.00007825369,0.00020379263,0.000086407796],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000015617738,0.0000665845,0.00017463027,0.00009781213,0.000017886945,0.0000043634795,0.00005779723,0.00003744723,0.40332392],"category_scores_gemma":[0.0027050646,0.00006938419,0.000015558562,0.00028317154,0.0000068443915,0.00005128597,0.00008676918,0.00010804784,0.00011398209],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007115401,0.0003703125,0.0036842623,0.0023231483,0.00010887213,0.0000056149465,0.0031632718,0.0021128652,0.06283252,0.000010072481,0.861827,0.0628505],"study_design_scores_gemma":[0.0018167838,0.00034973203,0.07125402,0.0030251625,0.00001617677,0.000007610602,0.00038262122,0.7311156,0.13958144,0.00000927454,0.052193698,0.00024790113],"about_ca_topic_score_codex":0.0000026818773,"about_ca_topic_score_gemma":0.0000032775592,"teacher_disagreement_score":0.8096333,"about_ca_system_score_codex":0.000047005935,"about_ca_system_score_gemma":0.00007758146,"threshold_uncertainty_score":0.59722155},"labels":[],"label_agreement":null},{"id":"W6902078111","doi":"10.6084/m9.figshare.16551258","title":"Additional file 3 of Management of obstructive sleep apnea in children: a Canada-wide survey","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Obstructive sleep apnea; Sleep apnea; MEDLINE; Apnea","score_opus":0.021098136958047305,"score_gpt":0.2551576586729077,"score_spread":0.23405952171486039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902078111","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004259076,0.00005882211,2.1119799e-7,0.00002471422,0.000012452836,0.00026821977,0.99025464,0.0000057827015,0.00511608],"genre_scores_gemma":[0.110735945,3.9400175e-7,0.0005106595,0.00003850938,0.000021521806,0.00025716354,0.888042,0.000015803642,0.0003780321],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9985966,0.000084663894,0.0002667931,0.00025727274,0.0005678709,0.00022680839],"domain_scores_gemma":[0.99791265,0.0010317995,0.00011074428,0.0002841949,0.00056771445,0.00009289376],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000033006505,0.000110917244,0.00027039385,0.00009444606,0.000018542985,0.0000043199984,0.00012539412,0.00005356353,0.9851498],"category_scores_gemma":[0.0038721198,0.00011706849,0.000061736304,0.0005657746,0.00001959809,0.000045879042,0.0001783346,0.00018174497,0.000109523666],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004061983,0.00008998413,0.007932293,0.0002681795,0.0002276147,0.0001629284,0.000012972265,0.0000064185047,0.0000061584506,0.000004216623,0.9865409,0.004707675],"study_design_scores_gemma":[0.00056682486,0.00002851097,0.97261804,0.0011692229,0.000008991358,0.00002367281,0.00011411148,0.00008023216,0.0010792245,0.000007895182,0.0242152,0.000088051034],"about_ca_topic_score_codex":0.0073820567,"about_ca_topic_score_gemma":0.043507524,"teacher_disagreement_score":0.98504025,"about_ca_system_score_codex":0.00018886769,"about_ca_system_score_gemma":0.00034361682,"threshold_uncertainty_score":0.9992279},"labels":[],"label_agreement":null},{"id":"W6902082897","doi":"10.6084/m9.figshare.20315863.v1","title":"Additional file 1 of Multiple N-of-1 trials to investigate hypoxia therapy in Parkinson’s disease: study rationale and protocol","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Protocol (science); Table (database); Outcome (game theory); Clinical trial; Likert scale; Hypoxia (environmental)","score_opus":0.1244490728944885,"score_gpt":0.36114078282978895,"score_spread":0.23669170993530045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902082897","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006942091,0.0000096650265,2.8080843e-8,0.00008093777,0.0000043276473,0.06379433,0.92908317,0.000008793965,0.00007665296],"genre_scores_gemma":[0.024409601,4.4388603e-8,0.00020822824,0.00006198275,0.00003866247,0.5502829,0.42483455,0.000012584329,0.0001514506],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998409,0.00033397632,0.00034649338,0.00022417614,0.0005630371,0.00012334292],"domain_scores_gemma":[0.9972577,0.0020962947,0.00014660042,0.00017757404,0.00017277732,0.00014904463],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001911669,0.000088107445,0.00028880077,0.00018769491,0.00005253103,0.0000074361938,0.000100169964,0.000017251738,0.9783918],"category_scores_gemma":[0.017437404,0.00007945007,0.00005238874,0.0003344676,0.000015340358,0.000051164567,0.0001646018,0.00013762589,0.000052966192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010919196,0.00062051974,0.0043271445,0.0001252533,0.00004103025,0.000022924007,0.00022869385,0.000020472771,0.00032242783,8.004273e-7,0.98988193,0.0033168707],"study_design_scores_gemma":[0.0027891768,0.0006020785,0.4060249,0.00023886334,0.000002773042,0.0000014438833,0.0001618093,0.00020588913,0.00020071403,0.000020324014,0.5896928,0.000059244834],"about_ca_topic_score_codex":0.000008912402,"about_ca_topic_score_gemma":0.000012993543,"teacher_disagreement_score":0.9783389,"about_ca_system_score_codex":0.00005971565,"about_ca_system_score_gemma":0.0002169694,"threshold_uncertainty_score":0.9908391},"labels":[],"label_agreement":null},{"id":"W6902088722","doi":"10.6084/m9.figshare.26603950","title":"Additional file 1 of The impact of semi-upright position on severity of sleep disordered breathing in patients with obstructive sleep apnea: a two-arm, prospective, randomized controlled trial","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Randomized controlled trial; Sleep disordered breathing; Obstructive sleep apnea; Position (finance); Sleep (system call); Breathing","score_opus":0.008003955971827815,"score_gpt":0.2874515096288847,"score_spread":0.2794475536570569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902088722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9218189,0.000014705596,0.000016525873,0.000035189503,0.00007617484,0.010548229,0.059736945,0.0000023968832,0.0077509196],"genre_scores_gemma":[0.99479127,3.106295e-7,0.00089259946,0.000002549103,0.000042670566,0.0008983323,0.0031991843,0.000024644462,0.0001484127],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99737513,0.000506956,0.00070825586,0.00039807678,0.0007816325,0.0002299418],"domain_scores_gemma":[0.9959952,0.0026983635,0.000433825,0.00032587076,0.00047710817,0.00006962838],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048278525,0.0002367132,0.0014540917,0.00024972067,0.00005321462,0.000033265518,0.0002413666,0.00009619341,0.14852402],"category_scores_gemma":[0.0016621548,0.00012760615,0.00047190173,0.0005913075,0.000400303,0.00024006344,0.00013719808,0.0003871011,0.000011904794],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98682696,0.0016484043,0.0017480791,0.000049850813,0.001661141,0.000009544469,0.00092028576,0.00009093771,0.00019473661,0.000033385626,0.00054812006,0.0062685297],"study_design_scores_gemma":[0.912356,0.0020372998,0.07636123,0.00087627623,0.0002893849,0.000007501202,0.00015388157,0.0058969054,0.0014997121,0.00035219247,0.000018571785,0.00015104846],"about_ca_topic_score_codex":0.00018744383,"about_ca_topic_score_gemma":0.00002673558,"teacher_disagreement_score":0.14851211,"about_ca_system_score_codex":0.0003242376,"about_ca_system_score_gemma":0.00024831967,"threshold_uncertainty_score":0.85225433},"labels":[],"label_agreement":null},{"id":"W6902128316","doi":"10.6084/m9.figshare.19534019.v1","title":"Additional file 1 of Routine evaluation of tonsillectomy specimens: a cross-sectional survey of Canadian Otolaryngology: Head and Neck Surgeons","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Tonsillectomy; Head and neck; Head (geology); MEDLINE; Pharynx","score_opus":0.11069431452226737,"score_gpt":0.34442365296449134,"score_spread":0.233729338442224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902128316","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22147138,0.00006022053,1.4432745e-8,0.000016598213,0.000015575126,0.0003332647,0.7759645,0.0000041418693,0.0021342854],"genre_scores_gemma":[0.44331136,1.6211335e-7,0.000055801134,0.000011383518,0.000013288509,0.00031423022,0.5561892,0.000007808474,0.00009680417],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99821454,0.00027174797,0.0003021655,0.00021061582,0.0008084877,0.00019242792],"domain_scores_gemma":[0.9964136,0.0013944622,0.00017030971,0.00018436725,0.0017079749,0.00012929032],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035858073,0.00008425743,0.00023985299,0.00056357053,0.000099798686,0.0000047798508,0.00008487859,0.000058694008,0.9934079],"category_scores_gemma":[0.012367188,0.00009258772,0.000060484323,0.0008122037,0.000055036733,0.000050876104,0.00010916342,0.0002072444,0.000039958148],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011861994,0.00007187165,0.16536017,0.00008673804,0.00009198184,0.0000067981173,0.00003032335,0.000028489976,0.00008207657,0.0000028498855,0.83394885,0.00017119768],"study_design_scores_gemma":[0.0009010332,0.00020808169,0.96601903,0.00012688027,0.000009009145,0.00005611437,0.000016642454,0.00087216415,0.0001735749,0.000010061164,0.031547595,0.000059795275],"about_ca_topic_score_codex":0.018289775,"about_ca_topic_score_gemma":0.038286965,"teacher_disagreement_score":0.9933679,"about_ca_system_score_codex":0.0002278662,"about_ca_system_score_gemma":0.0011473306,"threshold_uncertainty_score":0.99595207},"labels":[],"label_agreement":null},{"id":"W6902141417","doi":"10.6084/m9.figshare.14992897","title":"Additional file 1 of Development of a pediatric obstructive sleep apnea triage algorithm","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Triage; Obstructive sleep apnea; Sleep apnea; MEDLINE","score_opus":0.03608954672703535,"score_gpt":0.31437122120121697,"score_spread":0.2782816744741816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902141417","genre_codex":"dataset","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12802048,0.00018634669,0.0011323713,0.00012690247,0.00023870257,0.0019021829,0.7736639,0.000004876079,0.094724245],"genre_scores_gemma":[0.011335717,0.0000021684912,0.92711306,0.000012795651,0.0002634959,0.00026936564,0.055796128,0.00003193752,0.005175327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837357,0.0000685512,0.00044454884,0.00033144152,0.00056225003,0.0002196607],"domain_scores_gemma":[0.9979712,0.00078876584,0.00019630423,0.0002784848,0.0006323157,0.00013294509],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001458659,0.00012324186,0.00038756753,0.00014744695,0.000053324897,0.00001634173,0.00021475971,0.00008053001,0.9097972],"category_scores_gemma":[0.0011695086,0.00011831171,0.00008715441,0.0005787156,0.00009774209,0.00011300151,0.0003570867,0.00017694694,0.0004155484],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013849873,0.00044170095,0.00018535597,0.000047975507,0.00028682034,0.00012241157,0.00063247397,5.473581e-7,0.0011380558,0.000004383628,0.059339896,0.9376619],"study_design_scores_gemma":[0.0073087,0.00045937076,0.10252842,0.00021360346,0.0002993054,0.00021505813,0.004597726,0.0010903197,0.22094028,0.00012230832,0.66166836,0.00055658043],"about_ca_topic_score_codex":0.0000033951426,"about_ca_topic_score_gemma":0.0000055080004,"teacher_disagreement_score":0.9371053,"about_ca_system_score_codex":0.00009281034,"about_ca_system_score_gemma":0.0007392936,"threshold_uncertainty_score":0.5341172},"labels":[],"label_agreement":null},{"id":"W6902206338","doi":"10.6084/m9.figshare.17163144.v1","title":"Additional file 1 of Feasibility of remote neurocognitive assessment: pandemic adaptations for a clinical trial, the Cognition and Obstructive Sleep Apnea in Parkinson’s Disease, Effect of Positive Airway Pressure Therapy (COPE-PAP) study","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Neurocognitive; Obstructive sleep apnea; Cognition; Positive airway pressure; Airway; Continuous positive airway pressure; Pandemic; Sleep apnea","score_opus":0.10968306187016212,"score_gpt":0.4130078277772578,"score_spread":0.3033247659070957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902206338","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12703747,0.00021421873,0.0000065562176,0.000031054988,0.0000226154,0.006402711,0.8660255,0.0000095355745,0.0002503003],"genre_scores_gemma":[0.7124836,0.0000092381615,0.00024981602,0.000019984062,0.00006075727,0.001851403,0.2852868,0.000019168236,0.000019226194],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969172,0.0012570708,0.00063687074,0.00049877976,0.0005006513,0.00018944428],"domain_scores_gemma":[0.9806279,0.016947018,0.00043967177,0.00030900858,0.0015637067,0.00011269811],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003356013,0.00018722923,0.00061238057,0.00009950869,0.0000748229,0.000012475215,0.000115602066,0.000103646715,0.23762551],"category_scores_gemma":[0.02135577,0.00014161326,0.0002430289,0.00037939343,0.00013843819,0.00012496178,0.000108331864,0.0003794798,0.0000038851103],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.25709784,0.013304851,0.061605554,0.0038407661,0.005618394,0.00017429836,0.002696495,0.00002521133,0.0009650455,0.000011873461,0.13018163,0.5244781],"study_design_scores_gemma":[0.030803075,0.0045832596,0.9586146,0.0012060528,0.000282476,0.0000052132923,0.0007558858,0.001675192,0.0005615487,0.00008596309,0.0013126697,0.000114078866],"about_ca_topic_score_codex":0.000006914766,"about_ca_topic_score_gemma":0.000028030774,"teacher_disagreement_score":0.897009,"about_ca_system_score_codex":0.00003909147,"about_ca_system_score_gemma":0.00031756522,"threshold_uncertainty_score":0.98688775},"labels":[],"label_agreement":null},{"id":"W6902299241","doi":"10.6084/m9.figshare.14570461","title":"Additional file 1 of Associations of sleep apnoea with glaucoma and age-related macular degeneration: an analysis in the United Kingdom Biobank and the Canadian Longitudinal Study on Aging","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Glaucoma; Macular degeneration; Cohort; Cohort study; Longitudinal study; Sleep apnea; Univariate analysis","score_opus":0.07868266923925245,"score_gpt":0.34971866969835835,"score_spread":0.2710360004591059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902299241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98423,0.000010798206,0.0000035285425,0.0005864241,0.0000040709656,0.0004957237,0.013832856,4.0238052e-7,0.00083621417],"genre_scores_gemma":[0.98372203,2.9623354e-7,0.00073465187,0.000030653195,0.000011373427,0.000051830346,0.015392045,0.0000054900866,0.000051622053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987425,0.00038821442,0.00019486317,0.00020724368,0.00034663425,0.000120511766],"domain_scores_gemma":[0.9987156,0.0006308535,0.0000949507,0.00023792265,0.00025223568,0.00006847472],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004579878,0.000077622346,0.00024244766,0.00030321744,0.00018055433,0.000086684944,0.00011840697,0.00003795204,0.044155434],"category_scores_gemma":[0.00035656517,0.000047828853,0.000028369364,0.0014890591,0.00020585289,0.00006844589,0.000047085025,0.00017016068,0.0000019211932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019077084,0.00057656557,0.9863507,0.0000072542734,0.0025391297,0.00048777665,0.005225673,0.00013668582,0.00009818064,0.00048793675,0.001069566,0.002829725],"study_design_scores_gemma":[0.0018606181,0.00017129473,0.9906183,0.000028016628,0.00047106834,0.000017466684,0.0029165125,0.0032831333,0.00011515493,0.000014204668,0.00045138472,0.000052862717],"about_ca_topic_score_codex":0.032214995,"about_ca_topic_score_gemma":0.49416882,"teacher_disagreement_score":0.46195382,"about_ca_system_score_codex":0.00007491921,"about_ca_system_score_gemma":0.00014861418,"threshold_uncertainty_score":0.9742296},"labels":[],"label_agreement":null},{"id":"W6902331279","doi":"10.6084/m9.figshare.29146710.v1","title":"Impact of surgical intervention on obstructive sleep apnea (OSA) and body-mass index: a scoping review","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Body mass index; Airway; Positive airway pressure; Intervention (counseling); Weight loss; Sleep apnea; Obesity","score_opus":0.03865633172116922,"score_gpt":0.3953683932631827,"score_spread":0.35671206154201346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902331279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5887985,0.1582323,0.00014940575,0.0026996308,0.00065197505,0.022254646,0.15998681,0.0005695608,0.06665717],"genre_scores_gemma":[0.9911727,0.00012181857,0.000029476329,0.00004853367,0.000050530434,0.0001511317,0.00832409,0.000018369794,0.00008340572],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9986687,0.00011072221,0.00033581362,0.00031811185,0.0003214509,0.0002452139],"domain_scores_gemma":[0.99889004,0.00022398445,0.00012893339,0.00029996186,0.00033336756,0.00012373111],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000118531,0.00016656551,0.00047209655,0.00021645393,0.000042903397,0.000020092293,0.00010984702,0.00010299072,0.026087446],"category_scores_gemma":[0.0016456512,0.0001355911,0.0002573427,0.0004351821,0.000031130665,0.00010599229,0.00013920487,0.00032556188,0.00008249828],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003617654,0.001394592,0.12751777,0.21022968,0.0032480014,0.0008874368,0.00022013974,0.00002361749,0.0023952178,0.00047783676,0.03176204,0.618226],"study_design_scores_gemma":[0.0049493597,0.0012565423,0.338831,0.64885485,0.00015704705,0.0000894849,0.000053018706,0.0012925618,0.0034591882,0.0001245641,0.0006275794,0.0003047971],"about_ca_topic_score_codex":0.000013809986,"about_ca_topic_score_gemma":0.0000025049023,"teacher_disagreement_score":0.61792123,"about_ca_system_score_codex":0.00017110108,"about_ca_system_score_gemma":0.00007130038,"threshold_uncertainty_score":0.97480285},"labels":[],"label_agreement":null},{"id":"W6904141861","doi":"10.13362/j.jpmed.202406011","title":"Effects of tonsillectomy under general anaesthesia on articulatory characteristics and blood levels of PCT, GMP-140, and T lymphocyte subsets in children with obstructive sleep apnea-hypopnea syndrome","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tonsillectomy; Obstructive sleep apnea; General anaesthesia; Otorhinolaryngology; Apnea; Uvulopalatopharyngoplasty; Lymphocyte subsets; Adenoidectomy","score_opus":0.06625321047829134,"score_gpt":0.43640060371184225,"score_spread":0.3701473932335509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904141861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98165905,0.01665724,0.000056770583,0.000052695417,0.00011527082,0.0012556927,0.00007524383,0.000023080085,0.00010498007],"genre_scores_gemma":[0.9978501,0.0015548344,0.00031745384,0.000056990822,0.000057392004,0.00004012731,0.000010463329,0.000089458816,0.000023152825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99670583,0.0003336994,0.00086015835,0.0006687308,0.00094534206,0.00048622457],"domain_scores_gemma":[0.99799204,0.00044820126,0.00046309392,0.00042976096,0.00030173242,0.00036519533],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065718463,0.0004509599,0.0013920773,0.0014944866,0.00009041659,0.00024980385,0.00053099205,0.00017236397,0.00027655897],"category_scores_gemma":[0.00022944075,0.00036425167,0.00012452592,0.0012114233,0.0006249606,0.00078333676,0.00040096408,0.0005625952,0.0000020983048],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007279717,0.00041653198,0.85941106,0.00073151494,0.001603646,0.00065217016,0.00028600558,0.000034369987,0.111962155,0.0001541652,0.000014695758,0.024005719],"study_design_scores_gemma":[0.0028191386,0.00020828289,0.8933512,0.0010428386,0.0005147649,0.0008392717,0.00004220931,0.00038276947,0.10007544,0.00040736172,0.000006495784,0.00031023793],"about_ca_topic_score_codex":0.00029803347,"about_ca_topic_score_gemma":0.000014054201,"teacher_disagreement_score":0.033940144,"about_ca_system_score_codex":0.00019057193,"about_ca_system_score_gemma":0.00019218016,"threshold_uncertainty_score":0.99988097},"labels":[],"label_agreement":null},{"id":"W6904816284","doi":"10.1371/journal.pone.0312541.g002","title":"Monthly probability densities &lt;i&gt;ρ&lt;/i&gt;(&lt;i&gt;v&lt;/i&gt;) of velocities &lt;i&gt;v&lt;/i&gt; at the global level.","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bin; Probability density function; Interval (graph theory); Function (biology); Probability distribution","score_opus":0.04331761902293649,"score_gpt":0.2878762838402599,"score_spread":0.24455866481732338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904816284","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051480676,0.06552663,0.00001591446,0.0015973103,0.0022323765,0.008259134,0.44919702,0.0017141398,0.4663094],"genre_scores_gemma":[0.07237522,0.00086093135,0.0018579381,0.0010259707,0.007634204,0.00593756,0.13051572,0.004683011,0.7751094],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97882694,0.0015572462,0.0033162383,0.0048302114,0.0069909994,0.004478376],"domain_scores_gemma":[0.9851199,0.001717367,0.0016946116,0.006396271,0.003291718,0.0017801559],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0017185102,0.0039723977,0.0049525755,0.0016318978,0.0010085976,0.00072920154,0.0040119183,0.0035566029,0.19438915],"category_scores_gemma":[0.007392869,0.0033710904,0.0026733102,0.003026475,0.0025293133,0.0006939633,0.00464737,0.00293396,0.017438117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086667185,0.0007432204,0.000104046645,0.010673287,0.003483024,0.0009773601,0.001535066,0.00004939718,0.010146029,0.005364163,0.9607453,0.0053124344],"study_design_scores_gemma":[0.0038464947,0.00092827337,0.006386541,0.011571201,0.0014497774,0.00037954378,0.00026345605,0.00045259547,0.0020056916,0.0019950955,0.96762353,0.003097786],"about_ca_topic_score_codex":0.000112878,"about_ca_topic_score_gemma":0.008853473,"teacher_disagreement_score":0.3186813,"about_ca_system_score_codex":0.0052322894,"about_ca_system_score_gemma":0.0025866407,"threshold_uncertainty_score":0.9993663},"labels":[],"label_agreement":null},{"id":"W6908631973","doi":"10.3129/can.j.ophthalmol.i07-029","title":"Sleep-disordered breathing and effects on ocular health","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University of Waterloo","funders":"","keywords":"Breathing; Optic nerve; Autoregulation; Hypoxia (environmental); Eyelid; Eye movement","score_opus":0.020682229742522647,"score_gpt":0.32313243633936106,"score_spread":0.3024502065968384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6908631973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98751837,0.002202831,0.00018144265,0.0029255669,0.0003868201,0.00021209283,0.0000027727644,0.0000025674365,0.006567547],"genre_scores_gemma":[0.9983897,0.0000031645134,0.0009502656,0.00033605634,0.00020389684,7.299222e-7,0.0000018409202,0.000021951391,0.00009238131],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986341,0.00012364304,0.00031713996,0.00015407224,0.00020131939,0.0005697304],"domain_scores_gemma":[0.9978381,0.00023513375,0.00014331579,0.00015881394,0.00017067205,0.0014539646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010383024,0.00012099348,0.00038551146,0.00066737237,0.00013005159,0.000014998207,0.0001033912,0.000111908514,0.00020147912],"category_scores_gemma":[0.0004871716,0.000107494634,0.00007351604,0.0001889836,0.00015421634,0.000052875108,0.0000114391005,0.00053869694,0.000010832686],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006165513,0.00009470061,0.4950669,0.00038615233,0.0004590617,0.36856738,0.0015554825,0.000010241657,0.0015776443,0.001417053,0.00038602785,0.12986282],"study_design_scores_gemma":[0.0025286041,0.0042246003,0.52160186,0.00013742686,0.00003382978,0.46831906,0.00031908433,0.000032440308,0.0013253819,0.0005257608,0.0008218803,0.00013005425],"about_ca_topic_score_codex":0.0021784739,"about_ca_topic_score_gemma":0.0001679056,"teacher_disagreement_score":0.12973277,"about_ca_system_score_codex":0.00036409163,"about_ca_system_score_gemma":0.0004446855,"threshold_uncertainty_score":0.4383504},"labels":[],"label_agreement":null},{"id":"W6910179867","doi":"10.4314/orapj.v6i7.69","title":"The impact of obstructive sleep apnea-hypopnea syndrome on cognitive impairment in patients monitored at the University Clinics of Kinshasa, Democratic Republic of the Congo","year":2025,"lang":"en","type":"article","venue":"Orapuh Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Cognition; Cognitive Assessment System; Montreal Cognitive Assessment; Sleep (system call); Obstructive sleep apnea; Test (biology); Cognitive decline","score_opus":0.012931792465046372,"score_gpt":0.3005924532803417,"score_spread":0.2876606608152953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6910179867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974859,0.000145973,0.00002043049,0.00036780693,0.00028837245,0.00092260784,0.00008942775,0.000003948663,0.0006755513],"genre_scores_gemma":[0.999679,0.000049422888,0.00002165862,0.000021764026,0.000019249752,0.0000027499245,0.0000045779184,0.000014558813,0.00018695944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997143,0.0007704844,0.0006915984,0.00021295696,0.0008238592,0.00035813],"domain_scores_gemma":[0.9963362,0.0011509856,0.0007820857,0.0004936882,0.0011220225,0.00011500549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010349393,0.0001956288,0.00049459474,0.0002977456,0.00035453474,0.000018194549,0.00049984356,0.000113164766,0.000059318656],"category_scores_gemma":[0.0012075517,0.00009698229,0.00043688779,0.0010604993,0.00096872787,0.00010900047,0.0002997063,0.000850063,0.0000024655083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00399783,0.000724191,0.9797297,0.00005514697,0.0011833519,0.00002984122,0.0007221419,0.00008959799,0.0003636223,0.000105645675,0.00015560143,0.012843325],"study_design_scores_gemma":[0.005403684,0.0021470084,0.9868818,0.0003142614,0.00017719851,0.000049765513,0.0024854278,0.00047275607,0.0015297134,0.00045714714,0.000009472185,0.000071767965],"about_ca_topic_score_codex":0.00007735639,"about_ca_topic_score_gemma":0.000012536012,"teacher_disagreement_score":0.012771556,"about_ca_system_score_codex":0.00088180014,"about_ca_system_score_gemma":0.00033216565,"threshold_uncertainty_score":0.39548227},"labels":[],"label_agreement":null},{"id":"W6920540105","doi":"10.60692/e7aqz-tn197","title":"Treatment for sleep apnea by continuous positive airway pressure improves levels of inflammatory markers - a meta-analysis","year":2013,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Continuous positive airway pressure; Sleep apnea; Obstructive sleep apnea; Confidence interval; Meta-analysis; Apnea; Hypoxemia; Coronary artery disease; Positive airway pressure","score_opus":0.03590145370749105,"score_gpt":0.25725979526932236,"score_spread":0.22135834156183132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920540105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91976446,0.00014211227,0.05803838,0.00040227867,0.00017677841,0.010917735,0.006012464,0.00022987371,0.0043158997],"genre_scores_gemma":[0.9967968,6.446729e-8,0.0006364576,0.000043592197,0.00002867336,0.00125289,0.00012547508,0.000019904299,0.0010961529],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99777985,0.00012371188,0.00095749856,0.00024396533,0.0005309935,0.0003639589],"domain_scores_gemma":[0.9975939,0.000054113345,0.0005859916,0.0005436486,0.001028961,0.00019340984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032487788,0.0003040291,0.0012210476,0.00053173583,0.00009046144,0.00009552517,0.0001396444,0.00016038386,0.00025150125],"category_scores_gemma":[0.000047107038,0.00020362508,0.00094753905,0.00034802457,0.00008699994,0.00066450756,0.00004608717,0.00008356936,0.00014295676],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024148047,0.000095498064,0.12895083,0.0048353765,0.742882,0.0000095446485,0.10203054,0.0002546575,0.0025754536,0.00026584405,0.00056703,0.015118405],"study_design_scores_gemma":[0.019618174,0.0038502195,0.29514664,0.00006761771,0.3930084,0.0000944593,0.06510183,0.10290169,0.11779955,0.0000033623462,0.0010595501,0.0013484751],"about_ca_topic_score_codex":0.00006977473,"about_ca_topic_score_gemma":3.0498242e-7,"teacher_disagreement_score":0.3498736,"about_ca_system_score_codex":0.00017801706,"about_ca_system_score_gemma":0.000032465687,"threshold_uncertainty_score":0.830359},"labels":[],"label_agreement":null},{"id":"W6920652146","doi":"10.6084/m9.figshare.16551255","title":"Additional file 2 of Management of obstructive sleep apnea in children: a Canada-wide survey","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Obstructive sleep apnea; Sleep apnea; MEDLINE; Apnea","score_opus":0.020723716980455234,"score_gpt":0.25500303837773314,"score_spread":0.23427932139727792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920652146","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00419233,0.000059503025,2.0484893e-7,0.000024696905,0.00001239793,0.00026763525,0.9902286,0.000005788035,0.005208839],"genre_scores_gemma":[0.10801302,3.9989308e-7,0.0005058561,0.00003861931,0.000021638332,0.00025755295,0.8907751,0.000015810861,0.00037201477],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99859697,0.00008472311,0.0002667929,0.0002571848,0.00056758546,0.00022673556],"domain_scores_gemma":[0.9979255,0.0010258139,0.00011089497,0.00028406447,0.0005608033,0.0000928867],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000328241,0.000110895686,0.00027043617,0.00009441289,0.000018546263,0.000004320463,0.00012540493,0.000053568947,0.9852483],"category_scores_gemma":[0.0038218657,0.00011705947,0.00006172751,0.00056552276,0.000019596238,0.00004587443,0.0001784506,0.00018174014,0.000106930056],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003998343,0.00008972202,0.007621713,0.00026498677,0.00022712504,0.00016512164,0.000012943571,0.000006430411,0.0000058886535,0.0000043154673,0.986802,0.0047598025],"study_design_scores_gemma":[0.0005635608,0.000028618399,0.972136,0.0011583755,0.00000906423,0.000024028532,0.00011365412,0.00007965905,0.0010486086,0.000007954783,0.024742465,0.000088013345],"about_ca_topic_score_codex":0.007371049,"about_ca_topic_score_gemma":0.04346471,"teacher_disagreement_score":0.9851414,"about_ca_system_score_codex":0.00018809573,"about_ca_system_score_gemma":0.00034171817,"threshold_uncertainty_score":0.99923897},"labels":[],"label_agreement":null},{"id":"W6920858678","doi":"10.6084/m9.figshare.19534019","title":"Additional file 1 of Routine evaluation of tonsillectomy specimens: a cross-sectional survey of Canadian Otolaryngology: Head and Neck Surgeons","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Tonsillectomy; Head and neck; Head (geology); MEDLINE; Pharynx","score_opus":0.11069431452226737,"score_gpt":0.34442365296449134,"score_spread":0.233729338442224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920858678","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22147138,0.00006022053,1.4432745e-8,0.000016598213,0.000015575126,0.0003332647,0.7759645,0.0000041418693,0.0021342854],"genre_scores_gemma":[0.44331136,1.6211335e-7,0.000055801134,0.000011383518,0.000013288509,0.00031423022,0.5561892,0.000007808474,0.00009680417],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99821454,0.00027174797,0.0003021655,0.00021061582,0.0008084877,0.00019242792],"domain_scores_gemma":[0.9964136,0.0013944622,0.00017030971,0.00018436725,0.0017079749,0.00012929032],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035858073,0.00008425743,0.00023985299,0.00056357053,0.000099798686,0.0000047798508,0.00008487859,0.000058694008,0.9934079],"category_scores_gemma":[0.012367188,0.00009258772,0.000060484323,0.0008122037,0.000055036733,0.000050876104,0.00010916342,0.0002072444,0.000039958148],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011861994,0.00007187165,0.16536017,0.00008673804,0.00009198184,0.0000067981173,0.00003032335,0.000028489976,0.00008207657,0.0000028498855,0.83394885,0.00017119768],"study_design_scores_gemma":[0.0009010332,0.00020808169,0.96601903,0.00012688027,0.000009009145,0.00005611437,0.000016642454,0.00087216415,0.0001735749,0.000010061164,0.031547595,0.000059795275],"about_ca_topic_score_codex":0.018289775,"about_ca_topic_score_gemma":0.038286965,"teacher_disagreement_score":0.9933679,"about_ca_system_score_codex":0.0002278662,"about_ca_system_score_gemma":0.0011473306,"threshold_uncertainty_score":0.99595207},"labels":[],"label_agreement":null},{"id":"W6920994942","doi":"10.6084/m9.figshare.26731303","title":"Additional file 1 of Comparative effectiveness of alternative spontaneous breathing trial techniques: a systematic review and network meta-analysis of randomized trials","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Trillium Health Centre; McMaster University; University of Toronto","funders":"","keywords":"Randomized controlled trial; Breathing; N of 1 trial; Clinical trial; MEDLINE","score_opus":0.15740870098033974,"score_gpt":0.43890366117525603,"score_spread":0.28149496019491627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920994942","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00539543,0.09358179,0.0020526866,0.00013678141,0.000144143,0.10088071,0.77781373,0.00001517382,0.019979574],"genre_scores_gemma":[0.7236893,0.0015783615,0.13393885,0.00009806447,0.00050175365,0.05481137,0.08030004,0.00018780491,0.004894449],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9910141,0.0062262644,0.0017264779,0.00034494503,0.00055858074,0.00012962615],"domain_scores_gemma":[0.9347765,0.06339444,0.00096098206,0.0002995099,0.0005077282,0.000060847386],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012280998,0.0001940015,0.011920654,0.0003374127,0.000023385259,0.000030148962,0.00020637484,0.000064773354,0.33676505],"category_scores_gemma":[0.011130566,0.00011776034,0.0018224531,0.0009313056,0.0002752396,0.000101550315,0.00013436952,0.00016084488,0.000009302357],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.20850989,0.00027916353,1.4072359e-7,0.10654873,0.67812747,0.00022887424,0.0007193671,0.000022127177,0.0002193474,0.00016792788,0.0045790635,0.00059792603],"study_design_scores_gemma":[0.06267819,0.00068242574,0.0000023759778,0.058829736,0.87205243,0.00016754783,0.00016118806,0.0016707865,0.0031554557,0.00020650603,0.00022495807,0.00016842895],"about_ca_topic_score_codex":0.000036797173,"about_ca_topic_score_gemma":0.0000067352244,"teacher_disagreement_score":0.71829385,"about_ca_system_score_codex":0.000060027363,"about_ca_system_score_gemma":0.00012288478,"threshold_uncertainty_score":0.9971991},"labels":[],"label_agreement":null},{"id":"W6921088148","doi":"10.6084/m9.figshare.26731303.v1","title":"Additional file 1 of Comparative effectiveness of alternative spontaneous breathing trial techniques: a systematic review and network meta-analysis of randomized trials","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Trillium Health Centre; McMaster University; University of Toronto","funders":"","keywords":"Randomized controlled trial; Breathing; N of 1 trial; Clinical trial; MEDLINE","score_opus":0.15850704276215016,"score_gpt":0.40931053214818613,"score_spread":0.25080348938603597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921088148","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000150826545,0.02784301,0.000021664559,0.000009233941,0.000010579301,0.008411791,0.96297646,0.00002312202,0.0006890796],"genre_scores_gemma":[0.033672623,0.000095195704,0.0017066734,0.00003124218,0.00012096828,0.025078388,0.93904763,0.000037409132,0.00020988147],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99292946,0.0045144293,0.0014935194,0.00029872055,0.00062627246,0.0001376182],"domain_scores_gemma":[0.90945977,0.088375725,0.00095763645,0.000280246,0.0008633942,0.000063218016],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032924577,0.00020791758,0.01038543,0.00038717908,0.000020743926,0.000014684885,0.00012700024,0.000078783116,0.8651],"category_scores_gemma":[0.04871762,0.00012933441,0.0026027216,0.0010142152,0.00007126974,0.000072606534,0.00007917707,0.00018834186,0.000021104388],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.055348396,0.00011160383,2.1397783e-8,0.42472464,0.38072982,0.00015948122,0.00017489337,0.000016594533,0.000026020352,0.00006875182,0.13859679,0.000042987806],"study_design_scores_gemma":[0.04183514,0.00054681295,0.0000044362896,0.33818808,0.6148638,0.00016583905,0.00004614166,0.002496228,0.0010704707,0.00015928126,0.0004280311,0.00019571825],"about_ca_topic_score_codex":0.000008306055,"about_ca_topic_score_gemma":0.0000018693329,"teacher_disagreement_score":0.8650789,"about_ca_system_score_codex":0.00006246572,"about_ca_system_score_gemma":0.00009832324,"threshold_uncertainty_score":0.95929545},"labels":[],"label_agreement":null},{"id":"W6929933939","doi":"10.5281/zenodo.11821736","title":"les missions de lonu en afrique pdf","year":2024,"lang":"fr","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Indian ocean; Soviet union","score_opus":0.029424657570004495,"score_gpt":0.2904452601464177,"score_spread":0.2610206025764132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6929933939","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005789326,0.0026661132,0.0061888457,0.0050835814,0.0005958563,0.0013469923,0.0005807455,0.00095547404,0.98200345],"genre_scores_gemma":[0.05567095,0.0007109623,0.0010622068,0.00014470308,0.002641892,2.6767768e-7,0.0018304811,0.015330051,0.9226085],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944866,0.0015685284,0.00051499467,0.0011303022,0.0009810224,0.0013185672],"domain_scores_gemma":[0.9968989,0.00013367123,0.00015257418,0.0010421183,0.0007708315,0.0010019266],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015917625,0.0005206914,0.00052162807,0.0010390094,0.0014709395,0.0010056245,0.0016211472,0.0006127745,0.75492454],"category_scores_gemma":[0.0037102436,0.0005326814,0.00024001142,0.0011317653,0.0007215686,0.00013717802,0.0026687894,0.0021879915,0.5201451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001456503,0.00041908567,0.000013665618,0.0018374211,0.0006742941,0.0007501509,0.0031666674,0.000019292409,0.012779584,0.025252508,0.61119914,0.34374252],"study_design_scores_gemma":[0.00081700436,0.0004927369,0.0006980783,0.0010420284,0.00021373606,0.0008232555,0.0011343271,0.00096702547,0.00075785845,0.00051793526,0.9920856,0.00045045622],"about_ca_topic_score_codex":0.0001403729,"about_ca_topic_score_gemma":0.0000026751986,"teacher_disagreement_score":0.3808864,"about_ca_system_score_codex":0.0020258788,"about_ca_system_score_gemma":0.00003084232,"threshold_uncertainty_score":0.999829},"labels":[],"label_agreement":null},{"id":"W6930108175","doi":"10.5281/zenodo.11719880","title":"Dua khatam quran in english pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ceremony; Islam; Gratitude; Decree; Notice; Arabic; Witness; Loneliness","score_opus":0.024254529123733964,"score_gpt":0.26821743885861316,"score_spread":0.2439629097348792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930108175","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023948522,0.0006886323,0.00010564362,0.0004702245,0.00037228205,0.0011162099,0.000321675,0.0016183874,0.9950675],"genre_scores_gemma":[0.012568893,0.0003068582,0.0002934369,0.00012450934,0.001429238,2.1967989e-7,0.0036541645,0.020689938,0.96093273],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970292,0.0003102325,0.0003411601,0.0008437432,0.0008432581,0.00063240255],"domain_scores_gemma":[0.9982643,0.000020523084,0.00009704831,0.0008354917,0.000455042,0.00032760037],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00065018766,0.00031183034,0.00042054645,0.0014535248,0.00026676932,0.0005142034,0.0008113905,0.00028801418,0.2378713],"category_scores_gemma":[0.0012835559,0.00031825234,0.00011613839,0.0011610606,0.00029354694,0.00009938838,0.0013395703,0.0011825706,0.18014935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008715137,0.00017071393,0.0000071056797,0.0007190376,0.0001594754,0.0003229871,0.00078000117,6.1021024e-7,0.0004680733,0.0009959973,0.9554199,0.04086895],"study_design_scores_gemma":[0.0010724938,0.00023374068,0.00016721422,0.00043020243,0.000050557497,0.0001278502,0.00043110986,0.000061586536,0.00009954313,0.00007847476,0.99698,0.00026718585],"about_ca_topic_score_codex":0.000069300746,"about_ca_topic_score_gemma":0.000003476814,"teacher_disagreement_score":0.057721965,"about_ca_system_score_codex":0.00043303834,"about_ca_system_score_gemma":0.000008346848,"threshold_uncertainty_score":0.999927},"labels":[],"label_agreement":null},{"id":"W6930250399","doi":"10.5281/zenodo.12017295","title":"iso 1940 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Balance (ability); Constant (computer programming); Rotor (electric); Vibration; Quality (philosophy); Residual; Dynamic balance; International standard","score_opus":0.028530512348976737,"score_gpt":0.2772993169033881,"score_spread":0.24876880455441136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930250399","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005022466,0.0009007587,0.00044374724,0.00095113105,0.0003063399,0.0009666354,0.0003915988,0.0019509781,0.9940386],"genre_scores_gemma":[0.0030599,0.00020462398,0.0003654332,0.00014908431,0.0010360957,9.068168e-8,0.0028138838,0.021049784,0.9713211],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972124,0.00023181232,0.00027588595,0.0008122416,0.0008818151,0.0005858487],"domain_scores_gemma":[0.99819267,0.000014040244,0.00010317997,0.0009036186,0.00039887818,0.00038763782],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045565804,0.00030945378,0.00037627516,0.0010019665,0.000543233,0.0005916846,0.0008133928,0.00027082098,0.4402246],"category_scores_gemma":[0.0005796439,0.00030378898,0.00014834973,0.0008316632,0.00038320266,0.000067688154,0.0015308937,0.0009623589,0.5129953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059586557,0.00011538744,9.619939e-7,0.0006489012,0.00029514797,0.00020125577,0.00016362368,2.1129749e-7,0.00091459916,0.0014948058,0.9407167,0.05538882],"study_design_scores_gemma":[0.00065996905,0.0002999506,0.000044022127,0.00028357003,0.00010434601,0.00039449846,0.00012715255,0.000057455836,0.00014169388,0.0001307043,0.99749756,0.00025906676],"about_ca_topic_score_codex":0.000034199744,"about_ca_topic_score_gemma":5.48803e-7,"teacher_disagreement_score":0.07277072,"about_ca_system_score_codex":0.00032475812,"about_ca_system_score_gemma":0.000006872187,"threshold_uncertainty_score":0.9999414},"labels":[],"label_agreement":null},{"id":"W6930573750","doi":"10.5281/zenodo.12566563","title":"Dataset: WhiteHorse Finance, Inc. 7.875% Notes due 2028 (WHFCL) Stock Performance","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stock market; Stock (firearms); Investment (military); Financial market; Market data; Investment strategy","score_opus":0.034843876152345354,"score_gpt":0.2851386996406774,"score_spread":0.25029482348833204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930573750","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016781334,0.00046260838,0.00004459385,0.00075186254,0.00040933664,0.0013761036,0.9902224,0.00045819732,0.004596747],"genre_scores_gemma":[0.0027928865,0.0010437252,0.00013746906,0.00021548507,0.00076934975,5.09499e-7,0.9918717,0.0023272107,0.0008416479],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951484,0.00039948267,0.00063833705,0.0013272297,0.0014860712,0.0010004782],"domain_scores_gemma":[0.99618495,0.00008111757,0.00022125154,0.002069169,0.0009978032,0.00044569123],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010538036,0.00056393025,0.00065590296,0.0010916195,0.0017701708,0.0010269524,0.0020023456,0.0003966227,0.035457063],"category_scores_gemma":[0.0015193885,0.00055599236,0.00013358795,0.0015222167,0.0005631657,0.0003821818,0.004392857,0.0023319505,0.17130062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029892987,0.00028004823,0.0000026928865,0.0014097659,0.00023485492,0.00046626577,0.000089212816,0.00001165611,0.00024121813,0.000037213667,0.9459933,0.050934836],"study_design_scores_gemma":[0.00094259967,0.00087065774,0.000301807,0.0003443226,0.0002111272,0.0009202592,0.000060098675,0.00053373614,0.00016148594,0.000015286345,0.99514145,0.0004971867],"about_ca_topic_score_codex":0.000072241375,"about_ca_topic_score_gemma":0.0000029245955,"teacher_disagreement_score":0.13584356,"about_ca_system_score_codex":0.0005851976,"about_ca_system_score_gemma":0.000033720808,"threshold_uncertainty_score":0.9999697},"labels":[],"label_agreement":null},{"id":"W6931027249","doi":"10.5281/zenodo.3790792","title":"Astylopsis collaris","year":2009,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University; Nova Scotia Hospital; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Maple; Aceraceae; Red light; Yellow birch","score_opus":0.03009961302390572,"score_gpt":0.27489483502319145,"score_spread":0.24479522199928574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931027249","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18025933,0.00019289738,0.0049841236,0.009656775,0.00013983555,0.001492587,0.00016542037,0.0019359766,0.80117303],"genre_scores_gemma":[0.99530274,0.000036977242,0.00096142944,0.0004444998,0.00019737412,2.0914294e-8,0.0006663654,0.0008669104,0.001523665],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998035,0.00020176893,0.00022815567,0.00041612427,0.00064647547,0.00047243683],"domain_scores_gemma":[0.99816287,0.000019900548,0.000059709255,0.0005399466,0.0008742376,0.00034332537],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005401775,0.0001424592,0.00019813736,0.0003307446,0.0013484263,0.00037908458,0.0005202452,0.00008373393,0.018138304],"category_scores_gemma":[0.0009867649,0.00014363424,0.000076956174,0.00089702255,0.00016092662,0.00017516431,0.00042068836,0.00038267655,0.010254674],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047837794,0.0005854163,0.00006165005,0.00007367641,0.00013350963,0.00014960801,0.0008296253,0.000010301776,0.06015285,0.007913769,0.13971126,0.78989995],"study_design_scores_gemma":[0.0013814259,0.0009860263,0.015393252,0.000024842,0.000033999124,0.00044015568,0.00031423528,0.0003797615,0.0038072118,0.0002458485,0.9768172,0.00017602982],"about_ca_topic_score_codex":0.000005321637,"about_ca_topic_score_gemma":6.222431e-8,"teacher_disagreement_score":0.83710593,"about_ca_system_score_codex":0.00026745105,"about_ca_system_score_gemma":0.0000042291263,"threshold_uncertainty_score":0.99995166},"labels":[],"label_agreement":null},{"id":"W6931556697","doi":"10.5281/zenodo.7875250","title":"FIGURES 462–474 in Morphological and molecular characterization of twenty-five new Diploneis species (Bacillariophyta) from Lake Tanganyika and its surrounding areas","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Holotype; Scale (ratio); Cape; Characterization (materials science); Taxonomy (biology)","score_opus":0.03258380116300928,"score_gpt":0.2564541037667471,"score_spread":0.2238703026037378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931556697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8313027,0.0019334093,0.0012108056,0.0013705889,0.00031837396,0.0031838142,0.004533935,0.0017152483,0.15443113],"genre_scores_gemma":[0.8011955,0.004395005,0.0005326598,0.00017787541,0.0009221515,6.505722e-7,0.014126274,0.01645325,0.16219665],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978279,0.00028334843,0.00031339694,0.00062947645,0.0005838186,0.00036205238],"domain_scores_gemma":[0.9989142,0.0000532831,0.00019412408,0.00034120103,0.00024422037,0.0002529847],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031455667,0.00025659622,0.0004716615,0.00068574643,0.0002162116,0.0002095182,0.0003163299,0.00024189758,0.010330074],"category_scores_gemma":[0.0012638434,0.0002577204,0.000050518363,0.00064656755,0.00023448821,0.00011260778,0.0008955769,0.00045231057,0.00055419886],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009839344,0.0005785845,0.002686125,0.0015977646,0.0010504066,0.0018777852,0.0037647653,0.0000038951657,0.804878,0.0041497364,0.09832856,0.08010046],"study_design_scores_gemma":[0.0031511346,0.00058082317,0.092947826,0.0010876158,0.00013834338,0.00021248254,0.0005200145,0.00027863355,0.005410465,0.00013514337,0.8949504,0.00058714394],"about_ca_topic_score_codex":0.00012723409,"about_ca_topic_score_gemma":0.000018759778,"teacher_disagreement_score":0.7994675,"about_ca_system_score_codex":0.00012207587,"about_ca_system_score_gemma":0.0000074971936,"threshold_uncertainty_score":0.9999875},"labels":[],"label_agreement":null},{"id":"W6939033541","doi":"10.60692/9da0g-ks083","title":"Sleep Apnea Detection From Variational Mode Decomposed EEG Signal Using a Hybrid CNN-BiLSTM","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Pattern recognition (psychology); Electroencephalography; Feature extraction; Sleep apnea; Convolutional neural network; Artificial neural network; Autoregressive model; Sleep Stages; Feature (linguistics)","score_opus":0.03421735915287129,"score_gpt":0.258589734942149,"score_spread":0.2243723757892777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939033541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5864104,0.000003823942,0.41185054,0.000030217356,0.00031232377,0.000311852,0.00021475104,0.00011784698,0.0007482302],"genre_scores_gemma":[0.99477524,2.6240107e-8,0.004447708,0.00012397414,0.0002667334,0.00004184784,0.00029813513,0.000023309032,0.000023039483],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975985,0.00015894845,0.0007467122,0.0002817417,0.0008625571,0.00035149246],"domain_scores_gemma":[0.99823666,0.000032489694,0.00027699835,0.00041955672,0.0008224268,0.00021186493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027628534,0.000226846,0.00036283376,0.000349788,0.00022513613,0.00020203422,0.000108663466,0.00013187614,0.00032752706],"category_scores_gemma":[0.00006877266,0.00021383917,0.00015164328,0.0003792267,0.000037749913,0.00077575457,0.00009354826,0.00025077036,0.0005569099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005411703,0.00016663324,0.70716465,0.0038127177,0.004378768,0.00080280786,0.123901814,0.022795737,0.06833147,0.0006402588,0.00006461643,0.06252882],"study_design_scores_gemma":[0.0029923825,0.000050958548,0.040606737,0.00007449618,0.00012825224,0.00038644575,0.0040149586,0.8981559,0.053311937,0.00000822209,0.000048741098,0.00022094647],"about_ca_topic_score_codex":0.000061549814,"about_ca_topic_score_gemma":7.774666e-7,"teacher_disagreement_score":0.8753602,"about_ca_system_score_codex":0.0006256029,"about_ca_system_score_gemma":0.000093488685,"threshold_uncertainty_score":0.8720108},"labels":[],"label_agreement":null},{"id":"W6939119532","doi":"10.6084/m9.figshare.16551252.v1","title":"Additional file 1 of Management of obstructive sleep apnea in children: a Canada-wide survey","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Obstructive sleep apnea; Sleep apnea; MEDLINE; Apnea","score_opus":0.02150074313724591,"score_gpt":0.25556615038286645,"score_spread":0.23406540724562055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939119532","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004224166,0.000058477493,2.0984656e-7,0.000024841745,0.000012320113,0.00026819546,0.99032384,0.0000057902985,0.0050821532],"genre_scores_gemma":[0.10960105,3.880153e-7,0.0005176995,0.00003856362,0.00002126035,0.00026275488,0.8891723,0.000015813446,0.0003701519],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9985966,0.0000847548,0.00026666073,0.00025739774,0.0005677419,0.00022682775],"domain_scores_gemma":[0.99790746,0.001042069,0.00011072545,0.0002846722,0.0005621915,0.000092903094],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000033023178,0.00011093465,0.00027036306,0.00009448121,0.000018544762,0.000004310129,0.00012548207,0.000053568605,0.9855506],"category_scores_gemma":[0.0038732747,0.00011710175,0.0000617407,0.0005660085,0.000019596537,0.00004583973,0.00017847834,0.00018178635,0.00010820434],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040151288,0.000089589295,0.007881394,0.00026187717,0.000226705,0.00015997584,0.000012907737,0.0000063846833,0.0000061111227,0.0000042253278,0.98670155,0.004609136],"study_design_scores_gemma":[0.0005584916,0.000028570163,0.97313994,0.0011725918,0.000009086971,0.000023933824,0.00011477683,0.00008013093,0.0010542709,0.00000787358,0.023722228,0.000088085486],"about_ca_topic_score_codex":0.0072904546,"about_ca_topic_score_gemma":0.04319452,"teacher_disagreement_score":0.9854424,"about_ca_system_score_codex":0.00018803624,"about_ca_system_score_gemma":0.00034340526,"threshold_uncertainty_score":0.9993201},"labels":[],"label_agreement":null},{"id":"W6939217895","doi":"10.6084/m9.figshare.20315863","title":"Additional file 1 of Multiple N-of-1 trials to investigate hypoxia therapy in Parkinson’s disease: study rationale and protocol","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Protocol (science); Table (database); Outcome (game theory); Clinical trial; Likert scale; Hypoxia (environmental)","score_opus":0.1244490728944885,"score_gpt":0.36114078282978895,"score_spread":0.23669170993530045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939217895","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006942091,0.0000096650265,2.8080843e-8,0.00008093777,0.0000043276473,0.06379433,0.92908317,0.000008793965,0.00007665296],"genre_scores_gemma":[0.024409601,4.4388603e-8,0.00020822824,0.00006198275,0.00003866247,0.5502829,0.42483455,0.000012584329,0.0001514506],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998409,0.00033397632,0.00034649338,0.00022417614,0.0005630371,0.00012334292],"domain_scores_gemma":[0.9972577,0.0020962947,0.00014660042,0.00017757404,0.00017277732,0.00014904463],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001911669,0.000088107445,0.00028880077,0.00018769491,0.00005253103,0.0000074361938,0.000100169964,0.000017251738,0.9783918],"category_scores_gemma":[0.017437404,0.00007945007,0.00005238874,0.0003344676,0.000015340358,0.000051164567,0.0001646018,0.00013762589,0.000052966192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010919196,0.00062051974,0.0043271445,0.0001252533,0.00004103025,0.000022924007,0.00022869385,0.000020472771,0.00032242783,8.004273e-7,0.98988193,0.0033168707],"study_design_scores_gemma":[0.0027891768,0.0006020785,0.4060249,0.00023886334,0.000002773042,0.0000014438833,0.0001618093,0.00020588913,0.00020071403,0.000020324014,0.5896928,0.000059244834],"about_ca_topic_score_codex":0.000008912402,"about_ca_topic_score_gemma":0.000012993543,"teacher_disagreement_score":0.9783389,"about_ca_system_score_codex":0.00005971565,"about_ca_system_score_gemma":0.0002169694,"threshold_uncertainty_score":0.9908391},"labels":[],"label_agreement":null},{"id":"W6939420049","doi":"10.60692/ff6qk-pbd44","title":"Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Guelph; Concordia University","funders":"","keywords":"Segmentation; Deep learning; Range (aeronautics); Multiple sclerosis; Pattern recognition (psychology); Data acquisition; Data management","score_opus":0.17314253599949028,"score_gpt":0.3213921595571278,"score_spread":0.14824962355763752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939420049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981076,0.000013218563,0.016764527,0.000009218085,0.0000897178,0.0014429598,0.00018705221,0.000036447203,0.00038085418],"genre_scores_gemma":[0.9956822,1.8107443e-7,0.0039817826,0.0000166657,0.000016278438,0.000087082786,0.00020213271,0.00000946404,0.000004243606],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99790794,0.0001691269,0.00040916048,0.00018978618,0.0011870848,0.00013690846],"domain_scores_gemma":[0.9988786,0.0000057559605,0.0003267566,0.0003466753,0.0003932111,0.0000489895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010935038,0.000107169915,0.00017072062,0.0004068942,0.00025859717,0.000051660903,0.00011390354,0.000033809865,0.00002936849],"category_scores_gemma":[0.000034025405,0.00009752027,0.000020631724,0.00038128934,0.000034479213,0.0007801297,0.00040482558,0.00010860588,0.0000033976132],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082887587,0.000015805488,0.730205,0.003633572,0.0003001424,0.0000029618755,0.09789757,0.008881784,0.0013958481,0.000024205527,0.000020762749,0.15679348],"study_design_scores_gemma":[0.0029454622,0.0000539269,0.41731572,0.00014314037,0.00021393252,0.000045368808,0.08065871,0.49757814,0.00096236664,0.0000011221379,0.0000057744383,0.000076324846],"about_ca_topic_score_codex":0.000011950621,"about_ca_topic_score_gemma":1.2031232e-7,"teacher_disagreement_score":0.48869637,"about_ca_system_score_codex":0.00060120167,"about_ca_system_score_gemma":0.000055783603,"threshold_uncertainty_score":0.39767614},"labels":[],"label_agreement":null},{"id":"W6957984460","doi":"10.60692/511jy-g2234","title":"Sleep Apnea Detection From Variational Mode Decomposed EEG Signal Using a Hybrid CNN-BiLSTM","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Pattern recognition (psychology); Electroencephalography; Feature extraction; Sleep apnea; Convolutional neural network; Artificial neural network; Autoregressive model; Sleep Stages; Feature (linguistics)","score_opus":0.03421735915287129,"score_gpt":0.258589734942149,"score_spread":0.2243723757892777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957984460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5864104,0.000003823942,0.41185054,0.000030217356,0.00031232377,0.000311852,0.00021475104,0.00011784698,0.0007482302],"genre_scores_gemma":[0.99477524,2.6240107e-8,0.004447708,0.00012397414,0.0002667334,0.00004184784,0.00029813513,0.000023309032,0.000023039483],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975985,0.00015894845,0.0007467122,0.0002817417,0.0008625571,0.00035149246],"domain_scores_gemma":[0.99823666,0.000032489694,0.00027699835,0.00041955672,0.0008224268,0.00021186493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027628534,0.000226846,0.00036283376,0.000349788,0.00022513613,0.00020203422,0.000108663466,0.00013187614,0.00032752706],"category_scores_gemma":[0.00006877266,0.00021383917,0.00015164328,0.0003792267,0.000037749913,0.00077575457,0.00009354826,0.00025077036,0.0005569099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005411703,0.00016663324,0.70716465,0.0038127177,0.004378768,0.00080280786,0.123901814,0.022795737,0.06833147,0.0006402588,0.00006461643,0.06252882],"study_design_scores_gemma":[0.0029923825,0.000050958548,0.040606737,0.00007449618,0.00012825224,0.00038644575,0.0040149586,0.8981559,0.053311937,0.00000822209,0.000048741098,0.00022094647],"about_ca_topic_score_codex":0.000061549814,"about_ca_topic_score_gemma":7.774666e-7,"teacher_disagreement_score":0.8753602,"about_ca_system_score_codex":0.0006256029,"about_ca_system_score_gemma":0.000093488685,"threshold_uncertainty_score":0.8720108},"labels":[],"label_agreement":null},{"id":"W6958116712","doi":"10.6084/m9.figshare.14570461.v1","title":"Additional file 1 of Associations of sleep apnoea with glaucoma and age-related macular degeneration: an analysis in the United Kingdom Biobank and the Canadian Longitudinal Study on Aging","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Glaucoma; Macular degeneration; Cohort; Cohort study; Longitudinal study; Sleep apnea; Univariate analysis","score_opus":0.07876330357231918,"score_gpt":0.32280179726485664,"score_spread":0.24403849369253744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958116712","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3562808,0.00002144528,2.884177e-7,0.00027644815,0.00000209425,0.0002944889,0.6429151,0.0000035785642,0.00020572377],"genre_scores_gemma":[0.6136184,8.315135e-8,0.00004484927,0.000039335515,0.000011580239,0.000098857774,0.38617268,0.0000045510965,0.000009682387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884486,0.00029017706,0.00016940804,0.00018179265,0.00038640766,0.00012734464],"domain_scores_gemma":[0.9983474,0.0008654724,0.0000928866,0.0002194084,0.00040569238,0.00006915315],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012918867,0.000082702354,0.0002101436,0.0003404723,0.00016220752,0.000044389522,0.00007575265,0.000045490287,0.3435966],"category_scores_gemma":[0.0015055452,0.00005200054,0.00003911299,0.0015976293,0.000056492285,0.000049396716,0.000028887001,0.00019854656,0.000004153316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002367636,0.0010811326,0.8535489,0.00014710435,0.0058274698,0.0015842835,0.0071454663,0.0004718744,0.000054981323,0.0008978461,0.127934,0.0010701813],"study_design_scores_gemma":[0.0011381718,0.00012178365,0.9924279,0.00014804327,0.00022187295,0.000015153071,0.0008956564,0.004208375,0.000034124,0.000009828459,0.00072612555,0.000052953048],"about_ca_topic_score_codex":0.0076679257,"about_ca_topic_score_gemma":0.22680518,"teacher_disagreement_score":0.34359246,"about_ca_system_score_codex":0.00007838288,"about_ca_system_score_gemma":0.000118327094,"threshold_uncertainty_score":0.9989401},"labels":[],"label_agreement":null},{"id":"W6958122739","doi":"10.6084/m9.figshare.17163144","title":"Additional file 1 of Feasibility of remote neurocognitive assessment: pandemic adaptations for a clinical trial, the Cognition and Obstructive Sleep Apnea in Parkinson’s Disease, Effect of Positive Airway Pressure Therapy (COPE-PAP) study","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Neurocognitive; Obstructive sleep apnea; Cognition; Positive airway pressure; Airway; Continuous positive airway pressure; Pandemic; Sleep apnea","score_opus":0.10968306187016212,"score_gpt":0.4130078277772578,"score_spread":0.3033247659070957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958122739","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12703747,0.00021421873,0.0000065562176,0.000031054988,0.0000226154,0.006402711,0.8660255,0.0000095355745,0.0002503003],"genre_scores_gemma":[0.7124836,0.0000092381615,0.00024981602,0.000019984062,0.00006075727,0.001851403,0.2852868,0.000019168236,0.000019226194],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969172,0.0012570708,0.00063687074,0.00049877976,0.0005006513,0.00018944428],"domain_scores_gemma":[0.9806279,0.016947018,0.00043967177,0.00030900858,0.0015637067,0.00011269811],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003356013,0.00018722923,0.00061238057,0.00009950869,0.0000748229,0.000012475215,0.000115602066,0.000103646715,0.23762551],"category_scores_gemma":[0.02135577,0.00014161326,0.0002430289,0.00037939343,0.00013843819,0.00012496178,0.000108331864,0.0003794798,0.0000038851103],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.25709784,0.013304851,0.061605554,0.0038407661,0.005618394,0.00017429836,0.002696495,0.00002521133,0.0009650455,0.000011873461,0.13018163,0.5244781],"study_design_scores_gemma":[0.030803075,0.0045832596,0.9586146,0.0012060528,0.000282476,0.0000052132923,0.0007558858,0.001675192,0.0005615487,0.00008596309,0.0013126697,0.000114078866],"about_ca_topic_score_codex":0.000006914766,"about_ca_topic_score_gemma":0.000028030774,"teacher_disagreement_score":0.897009,"about_ca_system_score_codex":0.00003909147,"about_ca_system_score_gemma":0.00031756522,"threshold_uncertainty_score":0.98688775},"labels":[],"label_agreement":null},{"id":"W6958186640","doi":"10.6084/m9.figshare.11960169","title":"Additional file 1 of Development, validation and application of a 3D printed model depicting adenoid hypertrophy in comparison to a Nasoendoscopy","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"3d printed; Adenoid hypertrophy; Adenoid; 3d printer; Muscle hypertrophy","score_opus":0.05489513490754276,"score_gpt":0.3127575341566685,"score_spread":0.25786239924912574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958186640","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020290771,0.000013497331,0.0004532957,0.00008279927,0.0000015098694,0.00061563967,0.97809416,0.000019580164,0.0004287168],"genre_scores_gemma":[0.4964309,6.610377e-8,0.03151703,0.000045172073,0.00001723671,0.0006461345,0.4713243,0.000010721874,0.000008449631],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992413,0.000016604381,0.00023761817,0.00017805643,0.00022601054,0.0001004347],"domain_scores_gemma":[0.9992905,0.00024072154,0.00010032602,0.00007825369,0.00020379263,0.000086407796],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000015617738,0.0000665845,0.00017463027,0.00009781213,0.000017886945,0.0000043634795,0.00005779723,0.00003744723,0.40332392],"category_scores_gemma":[0.0027050646,0.00006938419,0.000015558562,0.00028317154,0.0000068443915,0.00005128597,0.00008676918,0.00010804784,0.00011398209],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007115401,0.0003703125,0.0036842623,0.0023231483,0.00010887213,0.0000056149465,0.0031632718,0.0021128652,0.06283252,0.000010072481,0.861827,0.0628505],"study_design_scores_gemma":[0.0018167838,0.00034973203,0.07125402,0.0030251625,0.00001617677,0.000007610602,0.00038262122,0.7311156,0.13958144,0.00000927454,0.052193698,0.00024790113],"about_ca_topic_score_codex":0.0000026818773,"about_ca_topic_score_gemma":0.0000032775592,"teacher_disagreement_score":0.8096333,"about_ca_system_score_codex":0.000047005935,"about_ca_system_score_gemma":0.00007758146,"threshold_uncertainty_score":0.59722155},"labels":[],"label_agreement":null},{"id":"W6958263496","doi":"10.6084/m9.figshare.21515122.v1","title":"Additional file 2 of High-density lipoprotein cholesterol efflux capacity in patients with obstructive sleep apnea and its relation with disease severity","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Obstructive sleep apnea; Overweight; Cholesterol; Efflux; Obesity; Lipoprotein; Lipoprotein(a)","score_opus":0.01595899793073628,"score_gpt":0.21086268737075564,"score_spread":0.19490368944001937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958263496","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43989187,0.0000020928603,2.3878718e-7,0.000016963357,0.000004392848,0.0005872445,0.5594264,0.000012775159,0.0000579631],"genre_scores_gemma":[0.5757057,1.28583935e-8,0.00013828167,0.000019029441,0.000017179562,0.00075841905,0.42331904,0.000014076815,0.000028252147],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99838567,0.000112242444,0.00015891541,0.00036172036,0.00077407877,0.0002073533],"domain_scores_gemma":[0.9987977,0.00026779776,0.00014765392,0.00021549089,0.0003920553,0.00017930187],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000029823697,0.00015242666,0.00022809501,0.0001367531,0.00013090376,0.000010940104,0.00008091984,0.000044842025,0.8016304],"category_scores_gemma":[0.0012895821,0.0001340362,0.000027326272,0.00034398877,0.000037651047,0.00022684109,0.00017702451,0.0004469944,0.000054225497],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016739491,0.004290884,0.40862057,0.0038619577,0.00088992045,0.00027381253,0.0019240566,0.00061978615,0.00005434114,0.00004792488,0.5237966,0.038880605],"study_design_scores_gemma":[0.0022062033,0.00043192704,0.9946939,0.00046854292,0.000017199058,0.00000880228,0.000040126895,0.0006159755,0.00010826492,0.00001951216,0.0012517892,0.00013780147],"about_ca_topic_score_codex":0.000053076124,"about_ca_topic_score_gemma":0.000050130573,"teacher_disagreement_score":0.8015762,"about_ca_system_score_codex":0.00023329846,"about_ca_system_score_gemma":0.00006994976,"threshold_uncertainty_score":0.5465838},"labels":[],"label_agreement":null},{"id":"W6958265434","doi":"10.6084/m9.figshare.14576649.v1","title":"Additional file 1 of Perioperative adherence to continuous positive airway pressure and its effect on postoperative nocturnal hypoxemia in obstructive sleep apnea patients: a prospective cohort study","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Toronto; University Health Network","funders":"","keywords":"Hypoxemia; Obstructive sleep apnea; Continuous positive airway pressure; Perioperative; Prospective cohort study; Nocturnal; Positive airway pressure","score_opus":0.010201376313636087,"score_gpt":0.27043333456793167,"score_spread":0.26023195825429557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958265434","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20945372,0.000056484965,1.3243096e-7,0.000023933748,0.000026009031,0.004444202,0.78130233,0.000018468558,0.004674736],"genre_scores_gemma":[0.7277738,1.6169898e-7,0.00010369627,0.00009553191,0.000057304653,0.0049496125,0.26628134,0.00003615916,0.00070240215],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9969808,0.00045237027,0.00038546158,0.0009247348,0.0008514415,0.0004052102],"domain_scores_gemma":[0.99434584,0.0020696572,0.00015944483,0.00027349708,0.0028831721,0.00026838688],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006786888,0.0003889095,0.00077986723,0.00022523766,0.00013986169,0.000058823283,0.00014734862,0.00014725857,0.8096634],"category_scores_gemma":[0.015350642,0.00033550482,0.000099303725,0.0006653935,0.000049224767,0.00025941458,0.00028566067,0.0007289003,0.00042930545],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016817834,0.010435752,0.2592792,0.0012761208,0.0071010124,0.0037700268,0.04798628,0.00016826838,0.0051663634,0.00009846983,0.5951912,0.052709486],"study_design_scores_gemma":[0.0035600555,0.011081664,0.96658194,0.0020933878,0.000075633434,0.000043289925,0.0016140259,0.00020794036,0.012946672,0.0000021475637,0.001472121,0.00032109214],"about_ca_topic_score_codex":0.0000127443645,"about_ca_topic_score_gemma":0.000055860146,"teacher_disagreement_score":0.80923414,"about_ca_system_score_codex":0.00027422863,"about_ca_system_score_gemma":0.0002191314,"threshold_uncertainty_score":0.9999097},"labels":[],"label_agreement":null},{"id":"W6958335063","doi":"10.6084/m9.figshare.16551261","title":"Additional file 4 of Management of obstructive sleep apnea in children: a Canada-wide survey","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Obstructive sleep apnea; Sleep apnea; MEDLINE; Sleep (system call)","score_opus":0.021272231934330744,"score_gpt":0.2555727449177379,"score_spread":0.23430051298340715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958335063","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042374125,0.00005906697,2.1270695e-7,0.000024665726,0.000012329612,0.0002684975,0.99029034,0.0000057918564,0.005101691],"genre_scores_gemma":[0.11320941,3.9299556e-7,0.0005099691,0.00003845771,0.000021226813,0.00025652858,0.8855857,0.000015758931,0.0003625447],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9985965,0.00008465155,0.00026689982,0.00025730158,0.0005678312,0.00022683719],"domain_scores_gemma":[0.99792206,0.0010339981,0.00011076309,0.00028435726,0.00055594713,0.00009289741],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000033036107,0.00011092587,0.00027046516,0.00009449514,0.000018553292,0.000004322566,0.00012549714,0.000053568587,0.98487145],"category_scores_gemma":[0.003811943,0.00011709333,0.000061741644,0.0005656939,0.000019602023,0.000045886532,0.00017841053,0.00018173867,0.00010702973],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004118226,0.00009023264,0.007969375,0.00026641844,0.00022811936,0.00016392067,0.000013015429,0.0000063324956,0.0000060664506,0.0000043981813,0.98649704,0.004713924],"study_design_scores_gemma":[0.0005647366,0.000029075722,0.9737072,0.0011732043,0.00000907366,0.000023965136,0.00011458347,0.00008060259,0.0010552881,0.000007990651,0.023146173,0.00008813751],"about_ca_topic_score_codex":0.007309434,"about_ca_topic_score_gemma":0.043698195,"teacher_disagreement_score":0.9847644,"about_ca_system_score_codex":0.0001880564,"about_ca_system_score_gemma":0.00034217938,"threshold_uncertainty_score":0.99930096},"labels":[],"label_agreement":null},{"id":"W6958587994","doi":"10.6084/m9.figshare.16551258.v1","title":"Additional file 3 of Management of obstructive sleep apnea in children: a Canada-wide survey","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Obstructive sleep apnea; Sleep apnea; MEDLINE; Apnea","score_opus":0.021098136958047305,"score_gpt":0.2551576586729077,"score_spread":0.23405952171486039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958587994","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004259076,0.00005882211,2.1119799e-7,0.00002471422,0.000012452836,0.00026821977,0.99025464,0.0000057827015,0.00511608],"genre_scores_gemma":[0.110735945,3.9400175e-7,0.0005106595,0.00003850938,0.000021521806,0.00025716354,0.888042,0.000015803642,0.0003780321],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9985966,0.000084663894,0.0002667931,0.00025727274,0.0005678709,0.00022680839],"domain_scores_gemma":[0.99791265,0.0010317995,0.00011074428,0.0002841949,0.00056771445,0.00009289376],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000033006505,0.000110917244,0.00027039385,0.00009444606,0.000018542985,0.0000043199984,0.00012539412,0.00005356353,0.9851498],"category_scores_gemma":[0.0038721198,0.00011706849,0.000061736304,0.0005657746,0.00001959809,0.000045879042,0.0001783346,0.00018174497,0.000109523666],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004061983,0.00008998413,0.007932293,0.0002681795,0.0002276147,0.0001629284,0.000012972265,0.0000064185047,0.0000061584506,0.000004216623,0.9865409,0.004707675],"study_design_scores_gemma":[0.00056682486,0.00002851097,0.97261804,0.0011692229,0.000008991358,0.00002367281,0.00011411148,0.00008023216,0.0010792245,0.000007895182,0.0242152,0.000088051034],"about_ca_topic_score_codex":0.0073820567,"about_ca_topic_score_gemma":0.043507524,"teacher_disagreement_score":0.98504025,"about_ca_system_score_codex":0.00018886769,"about_ca_system_score_gemma":0.00034361682,"threshold_uncertainty_score":0.9992279},"labels":[],"label_agreement":null},{"id":"W6966458974","doi":"10.3969/j.issn.1673-5765.2023.05.003","title":"基于纤维束示踪的空间统计分析对脑小血管病合并阻塞性睡眠呼吸暂停患者脑微结构改变的研究 Spatial Statistical Analysis based on Fiber Tracerto Study the Changes of Brain Microstructure in Patients with Cerebral Small Vessel Disease Combined with Obstructive Sleep Apnea","year":2023,"lang":"zh","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polysomnography; Fractional anisotropy; Diffusion MRI; Obstructive sleep apnea; White matter; Apnea–hypopnea index; Sleep apnea; Statistical significance","score_opus":0.0900749926653647,"score_gpt":0.45467793525774614,"score_spread":0.36460294259238146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6966458974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98886913,0.00049404445,0.0004489291,0.0010961511,0.00032479767,0.005896993,0.002550893,0.00004507347,0.00027399068],"genre_scores_gemma":[0.9982359,0.00004733639,0.0001722155,0.00022321656,0.00016877234,0.00025253207,0.00054349436,0.00022166778,0.00013489547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9889399,0.0024863747,0.0016927705,0.0016590928,0.0037939835,0.0014278693],"domain_scores_gemma":[0.9907729,0.003023843,0.0017560467,0.001826707,0.0015827566,0.0010377476],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020733236,0.0011899787,0.002880471,0.0034004094,0.00047603264,0.0008370706,0.0031455145,0.0002666278,0.0083173495],"category_scores_gemma":[0.0014918239,0.00078603835,0.00036506174,0.008725316,0.0013002023,0.0007242866,0.0011115792,0.0018962888,0.000022521644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.041372973,0.004039822,0.92389214,0.00045885527,0.005990023,0.0005315735,0.0015685398,0.004579976,0.00040230836,0.000030486035,0.00041254074,0.016720781],"study_design_scores_gemma":[0.015572657,0.0015239511,0.9690271,0.0005610749,0.0038178607,0.0000018671503,0.0014563012,0.0062587378,0.0006510058,0.00027569832,0.000027400447,0.0008263486],"about_ca_topic_score_codex":0.0029112264,"about_ca_topic_score_gemma":0.002727448,"teacher_disagreement_score":0.045134973,"about_ca_system_score_codex":0.000495935,"about_ca_system_score_gemma":0.00047197487,"threshold_uncertainty_score":0.999459},"labels":[],"label_agreement":null},{"id":"W6967013988","doi":"10.5061/dryad.4b8gthtbc","title":"The impact of a parent education workshop about children’s sensory processing differences on parental sense of competence","year":2020,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"","keywords":"PSoC; Competence (human resources); Parent education; Cognitive reframing; Demographics; Content analysis; Mental health; Parent training","score_opus":0.06171948499314877,"score_gpt":0.40012892567848535,"score_spread":0.33840944068533657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6967013988","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42094687,0.00032125722,7.2035795e-7,0.000110911795,0.000102206526,0.0012584329,0.577073,9.280646e-7,0.00018568609],"genre_scores_gemma":[0.6005527,0.00013585515,0.00013118224,0.000010803026,0.00014405546,0.000033541935,0.3989171,0.000016508162,0.00005825014],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977967,0.0001950537,0.00052207545,0.00048253205,0.00071103295,0.00029257915],"domain_scores_gemma":[0.9980215,0.0002858562,0.0005982305,0.0006280727,0.00027231293,0.00019402574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024016485,0.0003071206,0.00068043935,0.00012894618,0.00012869127,0.0001207946,0.0006008616,0.00015077203,0.00045673308],"category_scores_gemma":[0.00045152748,0.00018604615,0.00017253072,0.00027750118,0.00042812343,0.000075066746,0.00035217043,0.00064511976,0.00008643252],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030614599,0.0022393437,0.032004442,0.00050408504,0.0010499052,0.000044967266,0.0011381388,0.000011977515,0.0011905968,0.0000017800423,0.41547906,0.5432742],"study_design_scores_gemma":[0.0034948003,0.0035828624,0.93710744,0.0072380803,0.0009812323,0.00029777896,0.0068318425,0.00045533912,0.005066575,0.000024691788,0.03392505,0.0009943087],"about_ca_topic_score_codex":0.0005659626,"about_ca_topic_score_gemma":0.00009551443,"teacher_disagreement_score":0.905103,"about_ca_system_score_codex":0.00018544032,"about_ca_system_score_gemma":0.0010225445,"threshold_uncertainty_score":0.7586742},"labels":[],"label_agreement":null},{"id":"W6976650528","doi":"10.60692/7h1r9-qsd10","title":"Impact of obstructive sleep apnea on cognition, mood, and fatigue: an MRI-based study","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Neurocognitive; Depression (economics); Neuropsychology; Cognition; Quality of life (healthcare); Epworth Sleepiness Scale; Sleep apnea; Polysomnography","score_opus":0.055958649433786596,"score_gpt":0.3131163349896464,"score_spread":0.2571576855558598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976650528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99482924,5.150859e-7,0.0017879781,0.000018778168,0.00009985524,0.0015183549,0.0002665438,0.00020489316,0.0012738326],"genre_scores_gemma":[0.99959147,2.067822e-8,0.00007925473,0.000015129166,0.000044444132,0.000110181885,0.00012978695,0.000018877487,0.000010838896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981402,0.00013713198,0.00056032103,0.00020807369,0.00067592465,0.0002783353],"domain_scores_gemma":[0.998466,0.000029892111,0.00024760555,0.00042558604,0.00062417967,0.0002067087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004114888,0.00020770663,0.0003703323,0.000809754,0.0001128006,0.00006691707,0.00009399254,0.00009253568,0.00003582955],"category_scores_gemma":[0.00007936367,0.00015742172,0.00009000264,0.0007515207,0.00006834696,0.0004899414,0.0000435158,0.00015453598,0.0002329538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080494693,0.000031354986,0.954687,0.00039019037,0.00029566407,0.000010821373,0.04160803,0.00045041228,0.000023812556,0.000028651375,0.0000063527873,0.0016627439],"study_design_scores_gemma":[0.0047843284,0.0017186096,0.931325,0.00008131006,0.00008720545,0.000017321594,0.041226365,0.019884652,0.00073979254,0.0000011553564,8.8179104e-7,0.00013336583],"about_ca_topic_score_codex":0.000019930372,"about_ca_topic_score_gemma":3.572807e-7,"teacher_disagreement_score":0.023362003,"about_ca_system_score_codex":0.00016684175,"about_ca_system_score_gemma":0.000046536446,"threshold_uncertainty_score":0.6419471},"labels":[],"label_agreement":null},{"id":"W6976897361","doi":"10.6084/m9.figshare.14992897.v1","title":"Additional file 1 of Development of a pediatric obstructive sleep apnea triage algorithm","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Triage; Obstructive sleep apnea; Sleep apnea; MEDLINE","score_opus":0.033915989094786804,"score_gpt":0.28174487045194374,"score_spread":0.24782888135715694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976897361","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021823957,0.00010580858,0.000012486413,0.00000965921,0.000021687292,0.00023575703,0.99435186,0.000019455209,0.0050250236],"genre_scores_gemma":[0.0014533164,3.9023016e-7,0.045896865,0.00001576945,0.00024018399,0.0005587281,0.9512224,0.000023599838,0.0005887461],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840665,0.000047227044,0.0003775055,0.0002828241,0.00064872485,0.00023706415],"domain_scores_gemma":[0.99706006,0.0011812574,0.00019516743,0.00025546984,0.0011716712,0.00013636162],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000029845029,0.0001348273,0.00033079056,0.00017234025,0.00004683239,0.000006951675,0.000118652344,0.00010210071,0.99558336],"category_scores_gemma":[0.007048043,0.00013343188,0.0001339764,0.000638025,0.000019243254,0.00007582983,0.00018517274,0.0002124213,0.0011185482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028962822,0.00015929878,0.000018342043,0.00034038007,0.00013658356,0.000085859705,0.00014076622,3.3231314e-7,0.00010509758,0.0000019334966,0.9168101,0.082172364],"study_design_scores_gemma":[0.0029111414,0.00022111498,0.11082301,0.0012946533,0.00009100496,0.00014081894,0.000758601,0.0010631605,0.04347994,0.00006903548,0.83872014,0.00042739892],"about_ca_topic_score_codex":4.615165e-7,"about_ca_topic_score_gemma":9.238404e-7,"teacher_disagreement_score":0.9944648,"about_ca_system_score_codex":0.000095910174,"about_ca_system_score_gemma":0.0005676406,"threshold_uncertainty_score":0.9996592},"labels":[],"label_agreement":null},{"id":"W6977196358","doi":"10.6084/m9.figshare.14576649","title":"Additional file 1 of Perioperative adherence to continuous positive airway pressure and its effect on postoperative nocturnal hypoxemia in obstructive sleep apnea patients: a prospective cohort study","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Toronto; University Health Network","funders":"","keywords":"Hypoxemia; Obstructive sleep apnea; Continuous positive airway pressure; Perioperative; Prospective cohort study; Nocturnal; Positive airway pressure","score_opus":0.010201376313636087,"score_gpt":0.27043333456793167,"score_spread":0.26023195825429557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977196358","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20945372,0.000056484965,1.3243096e-7,0.000023933748,0.000026009031,0.004444202,0.78130233,0.000018468558,0.004674736],"genre_scores_gemma":[0.7277738,1.6169898e-7,0.00010369627,0.00009553191,0.000057304653,0.0049496125,0.26628134,0.00003615916,0.00070240215],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9969808,0.00045237027,0.00038546158,0.0009247348,0.0008514415,0.0004052102],"domain_scores_gemma":[0.99434584,0.0020696572,0.00015944483,0.00027349708,0.0028831721,0.00026838688],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006786888,0.0003889095,0.00077986723,0.00022523766,0.00013986169,0.000058823283,0.00014734862,0.00014725857,0.8096634],"category_scores_gemma":[0.015350642,0.00033550482,0.000099303725,0.0006653935,0.000049224767,0.00025941458,0.00028566067,0.0007289003,0.00042930545],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016817834,0.010435752,0.2592792,0.0012761208,0.0071010124,0.0037700268,0.04798628,0.00016826838,0.0051663634,0.00009846983,0.5951912,0.052709486],"study_design_scores_gemma":[0.0035600555,0.011081664,0.96658194,0.0020933878,0.000075633434,0.000043289925,0.0016140259,0.00020794036,0.012946672,0.0000021475637,0.001472121,0.00032109214],"about_ca_topic_score_codex":0.0000127443645,"about_ca_topic_score_gemma":0.000055860146,"teacher_disagreement_score":0.80923414,"about_ca_system_score_codex":0.00027422863,"about_ca_system_score_gemma":0.0002191314,"threshold_uncertainty_score":0.9999097},"labels":[],"label_agreement":null},{"id":"W6980423549","doi":"","title":"Caractérisation de la pharmacocinétique de formulations sensibles au pH et de formulations destinées au traitement des intoxications médicamenteuses","year":2011,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pharmaceutical technology; Agrégation; Liposome; Dosage form; Solubility","score_opus":0.011998686633454348,"score_gpt":0.24549325799313532,"score_spread":0.23349457135968096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980423549","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33166075,0.0006127106,0.0138482,0.0034993275,0.00017599654,0.0010987059,0.00093959237,0.00003871188,0.648126],"genre_scores_gemma":[0.95855933,0.0005831489,0.016416682,0.00083246006,0.00033025784,0.00010859379,0.00011100002,0.00014518504,0.02291335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99593246,0.0006562027,0.0006137714,0.00042796147,0.0014037113,0.0009658732],"domain_scores_gemma":[0.9967018,0.0015939267,0.0003957229,0.00035081885,0.000007348992,0.00095037796],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014590134,0.00046196612,0.00047548278,0.00018162762,0.00062989857,0.00005378421,0.0002934093,0.00016237983,0.0015003898],"category_scores_gemma":[0.00010752565,0.00048665208,0.00009802345,0.00021263261,0.0006294974,0.00048753168,0.0001752757,0.00054829504,6.537512e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002677173,0.0003129824,0.43467474,0.0010972358,0.0008509748,0.00009361473,0.0033675618,0.0005095525,0.12742023,0.39417645,0.0007839006,0.036445025],"study_design_scores_gemma":[0.0013404957,0.000169952,0.8367674,0.00095362077,0.0004764646,0.00007435522,0.0036194876,0.0067810584,0.09626094,0.0067115854,0.046323866,0.00052081555],"about_ca_topic_score_codex":0.064114526,"about_ca_topic_score_gemma":0.2101801,"teacher_disagreement_score":0.6268986,"about_ca_system_score_codex":0.0006236286,"about_ca_system_score_gemma":0.012580997,"threshold_uncertainty_score":0.99975854},"labels":[],"label_agreement":null},{"id":"W6986615866","doi":"","title":"Prevalence and Risk Factors for Abnormal m-TICS","year":2021,"lang":"en","type":"article","venue":"The Medicine Forum","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disease; Multivariate analysis; Obstructive sleep apnea; Risk factor; Cognitive impairment; Sleep apnea; Cognition; Montreal Cognitive Assessment","score_opus":0.025751388905668957,"score_gpt":0.31794301519585594,"score_spread":0.29219162629018697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986615866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98182154,0.0021126014,0.0019004752,0.01152856,0.00028769887,0.00062293606,0.00003877261,0.00003578003,0.0016516402],"genre_scores_gemma":[0.9961719,0.00063091563,0.00042185697,0.0002998718,0.00030240172,0.00002463957,0.000021324964,0.000023292943,0.0021037923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874645,0.00006928941,0.00019145793,0.00022804616,0.00038263455,0.00038211624],"domain_scores_gemma":[0.99841505,0.00068578706,0.00006133635,0.0003843428,0.00028750638,0.0001659837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044140746,0.00012958163,0.0002443303,0.000051173094,0.00019076398,0.000008909522,0.00010878262,0.000053427328,0.0002565476],"category_scores_gemma":[0.002270989,0.00007067799,0.00004696206,0.00020784944,0.00042224166,0.000048416176,0.00011554026,0.00028014556,0.000007523783],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021302975,0.000062258114,0.9726738,0.0003827347,0.00021830718,0.000030597097,0.0014576114,0.0000017063265,0.0028937312,0.001760452,0.003001868,0.017303938],"study_design_scores_gemma":[0.0060486486,0.0019354931,0.9337743,0.00024575327,0.000858935,0.00033410985,0.009435011,0.0029296202,0.021432925,0.0021527442,0.020608049,0.00024444706],"about_ca_topic_score_codex":0.00004950841,"about_ca_topic_score_gemma":0.000015066946,"teacher_disagreement_score":0.0388995,"about_ca_system_score_codex":0.000037423255,"about_ca_system_score_gemma":0.000048019447,"threshold_uncertainty_score":0.28821647},"labels":[],"label_agreement":null},{"id":"W6987480698","doi":"","title":"Survey of the American Glaucoma Society Membership on Current Glaucoma Drainage Device Placement and Postoperative Corticosteroid Use","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Glaucoma; Glaucoma surgery; Intraocular pressure; Trabeculectomy; Miami","score_opus":0.28577783476720575,"score_gpt":0.5386951926568704,"score_spread":0.25291735788966463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987480698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933009,0.0036195647,0.000030186146,0.0005195656,0.0003614258,0.0014745017,0.0002810143,0.000015119024,0.00039772247],"genre_scores_gemma":[0.9981132,0.00072253833,0.00007462055,0.0007628159,0.000040720348,0.00008605118,0.00003318455,0.000058002894,0.000108823275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943063,0.0019232177,0.0008469212,0.00057511986,0.0018540288,0.00049437286],"domain_scores_gemma":[0.9957932,0.0013087102,0.0011139662,0.0007540361,0.0007009397,0.00032912844],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025505908,0.0003579155,0.0009888479,0.00035240676,0.00055726245,0.00040828832,0.0015818054,0.000039230672,0.0027079175],"category_scores_gemma":[0.000978514,0.00027086027,0.00025348627,0.0016833682,0.0006339314,0.00066998164,0.0027161203,0.0011366877,0.0000027944002],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017843061,0.0007051731,0.94155574,0.00010262651,0.0004237714,0.000023215303,0.0008729007,0.000013861487,0.039789964,0.00003862954,0.0031957335,0.011494079],"study_design_scores_gemma":[0.0015394812,0.00019645716,0.9820234,0.00016790329,0.00012723605,0.00003043916,0.0008789628,0.0003597658,0.013152017,0.00006274857,0.0012083512,0.00025319413],"about_ca_topic_score_codex":0.002563282,"about_ca_topic_score_gemma":0.00024205197,"teacher_disagreement_score":0.0404677,"about_ca_system_score_codex":0.0005331751,"about_ca_system_score_gemma":0.00023173401,"threshold_uncertainty_score":0.99997437},"labels":[],"label_agreement":null},{"id":"W6991098319","doi":"","title":"The evaluation of cognitive performance in obstructive sleep apnoea patient by using validated malay version of mini mental state examination.","year":2012,"lang":"en","type":"other","venue":"Universiti Sains Malaysia Institutional Repository (Universiti Sains Malaysia)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polysomnography; Malay; Cognition; Effects of sleep deprivation on cognitive performance; Psychomotor learning; Recall; Montreal Cognitive Assessment; Obstructive sleep apnea; Mini–Mental State Examination","score_opus":0.019345224610171092,"score_gpt":0.2600985608645535,"score_spread":0.24075333625438242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991098319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88071865,0.0007309279,0.00019613405,0.0000356927,0.00059763866,0.0020364714,0.0009993816,0.000056888734,0.114628196],"genre_scores_gemma":[0.9895782,0.00017986224,0.00035193996,0.000011841044,0.00010930927,0.000013363975,0.0012280192,0.00015964254,0.008367806],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9943005,0.00082791154,0.0006811044,0.000817696,0.0026258975,0.00074691244],"domain_scores_gemma":[0.99606913,0.00029120492,0.0012192263,0.0006032215,0.0015072422,0.00030994264],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000788738,0.00063680945,0.0008375779,0.0018104234,0.00053896493,0.000029327563,0.0004919923,0.0004956335,0.0006518356],"category_scores_gemma":[0.00012663881,0.0006694947,0.0003269541,0.0012763196,0.0018211607,0.0007545541,0.00042896278,0.0006932855,0.000026530079],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02410691,0.0151797505,0.21575864,0.007039405,0.024412038,0.004074482,0.033256184,0.2086962,0.24392554,0.0117416065,0.0112206405,0.2005886],"study_design_scores_gemma":[0.03674763,0.0034861495,0.08455408,0.010343335,0.008308895,0.0012872634,0.07703727,0.686062,0.06359316,0.000043462445,0.024654234,0.003882526],"about_ca_topic_score_codex":0.00039021444,"about_ca_topic_score_gemma":0.00000818473,"teacher_disagreement_score":0.4773658,"about_ca_system_score_codex":0.004547321,"about_ca_system_score_gemma":0.00087185134,"threshold_uncertainty_score":0.9995756},"labels":[],"label_agreement":null},{"id":"W6991269023","doi":"","title":"Fenotipos de los pacientes respondedores al tratamiento de la apnea obstructiva del sueño mediante los dispositivos de avance mandibular","year":2025,"lang":"en","type":"dissertation","venue":"Repository of Digital Objects for Teaching Research and Culture (University of Valencia)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Continuous positive airway pressure; Sleep apnea; Apnea; Logistic regression","score_opus":0.01417773443620898,"score_gpt":0.3225829825576776,"score_spread":0.30840524812146863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991269023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98108155,0.0018967545,0.001126307,0.00009944663,0.000090312154,0.001175921,0.0005779978,0.000050127823,0.013901615],"genre_scores_gemma":[0.97358924,0.00012446602,0.001979663,0.0000069783428,0.00009241615,0.000008771674,0.00046953146,0.00004305049,0.02368589],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99638945,0.00047100245,0.00031160662,0.0007238591,0.0012600464,0.00084401947],"domain_scores_gemma":[0.9969874,0.00091411005,0.00026510513,0.00043036407,0.00091598276,0.00048701378],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012072459,0.00035431466,0.0006919267,0.0007555053,0.0008272907,0.00013029383,0.00054522074,0.00054356747,0.000005453836],"category_scores_gemma":[0.0016387874,0.00037300773,0.0003590271,0.00039180118,0.0009738151,0.0005223953,0.00015651988,0.0015789204,7.048805e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017537495,0.0020885493,0.058311716,0.015807254,0.0020434367,0.0016243705,0.053741515,0.000017442491,0.82013637,0.0024886031,0.0030185622,0.023184704],"study_design_scores_gemma":[0.014659548,0.010507712,0.2485768,0.014815687,0.0019724302,0.0014385121,0.26687512,0.0036452257,0.41997704,0.009610129,0.0056964033,0.002225383],"about_ca_topic_score_codex":0.00019808854,"about_ca_topic_score_gemma":0.00010363722,"teacher_disagreement_score":0.40015933,"about_ca_system_score_codex":0.0006938743,"about_ca_system_score_gemma":0.0009072677,"threshold_uncertainty_score":0.9998722},"labels":[],"label_agreement":null},{"id":"W6996642800","doi":"","title":"Structure et interactions de bulles d'espace-temps en relativité générale","year":2012,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Limiting; Homogeneous; Order (exchange)","score_opus":0.004206203053389977,"score_gpt":0.19376878569107928,"score_spread":0.1895625826376893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996642800","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028398275,0.004412027,0.0002442549,0.015490949,0.0015978653,0.00075944857,0.0020711885,0.000025171426,0.9470008],"genre_scores_gemma":[0.5579564,0.000495655,0.0025154003,0.0007878552,0.0006913612,0.000015236175,0.00005220273,0.00018627358,0.43729964],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951638,0.00052622583,0.00045972565,0.00051407656,0.002360575,0.0009756202],"domain_scores_gemma":[0.99685764,0.0012813829,0.0003525061,0.0004981328,0.0000017408099,0.0010085854],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003452117,0.000569228,0.00072073605,0.00011543795,0.00020387908,0.000040196996,0.00036844128,0.00017577349,0.010727917],"category_scores_gemma":[0.000044362412,0.0005501286,0.00009250851,0.00015351136,0.00032903676,0.0004526047,0.00040251412,0.0012179586,1.2132406e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020150947,0.00028904813,0.30137643,0.0030772933,0.0028147025,0.00080858317,0.0021961785,0.00012965621,0.107038766,0.49347308,0.018770419,0.06801074],"study_design_scores_gemma":[0.000949741,0.00014035858,0.17377941,0.0009814427,0.0002552951,0.00011789519,0.005115281,0.0007571616,0.03451069,0.00067280047,0.7821413,0.0005786127],"about_ca_topic_score_codex":0.008561113,"about_ca_topic_score_gemma":0.14090139,"teacher_disagreement_score":0.7633709,"about_ca_system_score_codex":0.00012012124,"about_ca_system_score_gemma":0.0027570084,"threshold_uncertainty_score":0.999695},"labels":[],"label_agreement":null},{"id":"W6996649773","doi":"","title":"Suppression of Central Sleep Apnea by Continuous Positive Airway Pressure and Transplant-Free Survival in Heart Failure","year":2007,"lang":"en","type":"other","venue":"University of Regensburg Publication Server (University of Regensburg)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Continuous positive airway pressure; Ejection fraction; Heart failure; Hazard ratio; Sleep apnea; Randomized controlled trial; Central sleep apnea; Confidence interval; Positive airway pressure","score_opus":0.0071470286516334336,"score_gpt":0.21025785129640417,"score_spread":0.20311082264477073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996649773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67608565,0.02719372,0.020584054,0.03957543,0.0012833822,0.01608564,0.023484323,0.0011294206,0.1945784],"genre_scores_gemma":[0.7051821,0.001257924,0.0064667575,0.00004934538,0.0001036973,4.0513413e-7,0.00218005,0.00032846327,0.28443128],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996792,0.00030206575,0.0003525142,0.00085340027,0.0010989083,0.0006010962],"domain_scores_gemma":[0.99661136,0.0001634242,0.00078418845,0.0011241945,0.00087919505,0.00043764443],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048626293,0.00043636365,0.0013290006,0.0017146604,0.00011498878,0.000009976388,0.0008430461,0.00093109603,0.0020323219],"category_scores_gemma":[0.00007311852,0.000566741,0.00034849514,0.00096863345,0.0011033254,0.00034190528,0.00039869736,0.00063265394,0.00000836819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006470016,0.0020645573,0.23943609,0.005005332,0.0038042997,0.0003575002,0.007237646,0.000017390135,0.034238607,0.0031502105,0.69014907,0.00806926],"study_design_scores_gemma":[0.022784302,0.0012224684,0.16173437,0.0025252926,0.0026018962,0.000116371506,0.016652785,0.00058395,0.01393664,0.000051334213,0.7761577,0.0016329231],"about_ca_topic_score_codex":0.0048742336,"about_ca_topic_score_gemma":0.0009826618,"teacher_disagreement_score":0.08985288,"about_ca_system_score_codex":0.00014466186,"about_ca_system_score_gemma":0.00015598504,"threshold_uncertainty_score":0.99967843},"labels":[],"label_agreement":null},{"id":"W6996887801","doi":"","title":"Swan River Valley, Manitoba.","year":2014,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.009538786227897637,"score_gpt":0.20858226149974118,"score_spread":0.19904347527184355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996887801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7192878,0.000012943018,0.0019090124,0.1083615,0.00027219314,0.0006932503,0.000025991354,0.00069512596,0.16874216],"genre_scores_gemma":[0.9048777,0.00004517146,0.006362361,0.00044487388,0.00025156877,6.693838e-7,0.000048764654,0.000059797876,0.087909095],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816865,0.00019946908,0.000113693386,0.0004976409,0.0005000876,0.0005204718],"domain_scores_gemma":[0.9986064,0.00012625166,0.00006909525,0.00062545214,0.00009104404,0.00048177593],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006881265,0.00023641186,0.00033087068,0.0004070088,0.0002037552,0.00004363543,0.0003941751,0.00017033551,0.0013436485],"category_scores_gemma":[0.000067648376,0.00024718963,0.00017852373,0.000556415,0.00034145731,0.0009074767,0.00047409488,0.00046406363,0.0008241973],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015728114,0.00064404804,0.579188,0.00032273124,0.0006210953,0.0016377452,0.0009322938,0.000018993573,0.00040354038,0.04293262,0.35730097,0.0144251855],"study_design_scores_gemma":[0.0032811158,0.00056320964,0.29472563,0.00006609182,0.00015362537,0.000005297539,0.0015053909,0.000097744654,0.006407908,0.0006882863,0.6920403,0.0004654038],"about_ca_topic_score_codex":0.0021603706,"about_ca_topic_score_gemma":0.000026883865,"teacher_disagreement_score":0.33473936,"about_ca_system_score_codex":0.0001768245,"about_ca_system_score_gemma":0.00008785025,"threshold_uncertainty_score":0.99999803},"labels":[],"label_agreement":null},{"id":"W6998712468","doi":"","title":"Association of Obstructive Apnea with Thoracic Fluid Shift and Small Airways Narrowing in Asthma During Sleep","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Asthma; Bioelectrical impedance analysis; Sleep apnea; Rehabilitation; Apnea–hypopnea index; Respiratory system","score_opus":0.10388167233460692,"score_gpt":0.4747485752821753,"score_spread":0.37086690294756836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998712468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99311745,0.003941322,0.00008852001,0.00030322289,0.00018293221,0.00089444325,0.00004421187,0.000023574727,0.0014043389],"genre_scores_gemma":[0.9988404,0.00031045356,0.00043218906,0.000042478056,0.00008442646,0.0000911994,0.0000119271235,0.0000696729,0.000117281925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99589175,0.00065072137,0.0008544379,0.00055355224,0.001506536,0.00054302573],"domain_scores_gemma":[0.9976004,0.0004404996,0.000905786,0.0003961399,0.00040270697,0.00025449382],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002255009,0.0003029249,0.0009743146,0.0014674626,0.00034417096,0.00024245805,0.00096173555,0.00010163017,0.002784073],"category_scores_gemma":[0.00060534966,0.00028766057,0.00013168217,0.0017310143,0.00013005082,0.0012336454,0.0013299996,0.0010630975,0.000001916937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017285458,0.00024343962,0.82784617,0.00025790566,0.0003947883,0.00016426094,0.0011806749,0.00039679272,0.15645626,0.000025226562,0.0000433513,0.0112626],"study_design_scores_gemma":[0.0019558677,0.0000793067,0.93077683,0.00024230666,0.00010051186,0.00006740286,0.0012386885,0.00032065064,0.06432055,0.0005029226,0.00013056352,0.00026439675],"about_ca_topic_score_codex":0.00055653835,"about_ca_topic_score_gemma":0.00012193233,"teacher_disagreement_score":0.10293069,"about_ca_system_score_codex":0.0008220151,"about_ca_system_score_gemma":0.00013030977,"threshold_uncertainty_score":0.99995756},"labels":[],"label_agreement":null},{"id":"W6998778414","doi":"","title":"Association between hypoxemia in OSA and cancer incidence in a large sleep clinic cohort","year":2019,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (UWA)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Hypoxemia; Incidence (geometry); Cohort; Cohort study; Sleep apnea; Sleep (system call); Cancer","score_opus":0.027775004065424498,"score_gpt":0.3711634503350527,"score_spread":0.3433884462696282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998778414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991998,0.0017963737,0.0000020809941,0.0009120464,0.00014422229,0.001828617,0.000021165844,0.00002204327,0.0032754277],"genre_scores_gemma":[0.99254507,0.0006998918,0.00008520543,0.000028377255,0.00028700725,0.0002350358,0.000017564373,0.000030322573,0.006071551],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958536,0.0006861131,0.00049843424,0.00069418625,0.0013860896,0.0008815712],"domain_scores_gemma":[0.9979433,0.00089328206,0.000119151904,0.00035931883,0.00040164398,0.00028334136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004236575,0.00017365775,0.00051551056,0.000554277,0.00017248682,0.00009243169,0.00016566417,0.00033329224,0.00012296447],"category_scores_gemma":[0.000835087,0.00015015311,0.000050648425,0.00066562387,0.00018792112,0.00024155054,0.00036164257,0.0015063777,0.000048799666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018097443,0.000092296876,0.9641624,0.00034017029,0.000109052715,0.0001252798,0.00039375215,4.1609388e-7,0.03085067,0.000039700015,0.00013991559,0.0035653757],"study_design_scores_gemma":[0.0020835819,0.0002963813,0.949621,0.00030361727,0.000026606918,0.000014103768,0.0005835708,0.00072797737,0.045564532,0.000082720035,0.00055051426,0.0001453723],"about_ca_topic_score_codex":0.001674979,"about_ca_topic_score_gemma":0.000030688327,"teacher_disagreement_score":0.014713863,"about_ca_system_score_codex":0.0008718131,"about_ca_system_score_gemma":0.00023013527,"threshold_uncertainty_score":0.6544545},"labels":[],"label_agreement":null},{"id":"W7007884034","doi":"","title":"The Association of Body Mass Index and Adiposity-Estimating Equations with Measures of Obstructive Sleep Apnea Severity: A Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Body mass index; Obstructive sleep apnea; Polysomnography; Cohort; Sleep medicine; Logistic regression; Population; Sleep apnea; Apnea–hypopnea index","score_opus":0.13391006488195592,"score_gpt":0.51232932982938,"score_spread":0.37841926494742406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007884034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884246,0.0012955895,0.00691789,0.00010806712,0.00026538476,0.0013394698,0.000056681125,0.000015543776,0.0015767553],"genre_scores_gemma":[0.9989249,0.0000670143,0.00067428104,0.000018118668,0.000063486215,0.00006924717,0.0000064124715,0.000024401541,0.00015210496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961238,0.0005357508,0.000974192,0.00037345794,0.0016871374,0.00030570003],"domain_scores_gemma":[0.994001,0.0018859444,0.001231218,0.00038526586,0.0023647998,0.00013179422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030478216,0.00022577152,0.000720712,0.0007105148,0.0005566928,0.00053880113,0.0007972755,0.00011796194,0.0001956233],"category_scores_gemma":[0.0034156858,0.00016937197,0.00011367692,0.0013493564,0.0003757768,0.0009519952,0.00050382357,0.0006487968,6.3387387e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011560352,0.0003836114,0.9649362,0.00013662195,0.0021281373,0.0000069514945,0.00027432066,0.00038036588,0.022789393,0.00015555149,0.00004138121,0.0076114256],"study_design_scores_gemma":[0.002026355,0.00006780126,0.98356783,0.00016298407,0.00031387567,0.0000072327707,0.00050639064,0.0037957437,0.0072512114,0.0021454713,0.000022032318,0.00013308869],"about_ca_topic_score_codex":0.0008442986,"about_ca_topic_score_gemma":0.00016251518,"teacher_disagreement_score":0.018631607,"about_ca_system_score_codex":0.0003715718,"about_ca_system_score_gemma":0.00023277524,"threshold_uncertainty_score":0.69067883},"labels":[],"label_agreement":null},{"id":"W7008727595","doi":"","title":"Clinical correlations to distinguish from milder forms of obstructive sleep apnoea syndrome using overnight oximetry to prioritize adenotonsillectomy in a low resource setting","year":2022,"lang":"en","type":"dissertation","venue":"Open University of Cape Town (University of Cape Town)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polysomnography; Tonsillectomy; Adenoidectomy; Obstructive sleep apnea; Pulse oximetry; Otorhinolaryngology; Severity of illness; Sleep (system call)","score_opus":0.020255882951156753,"score_gpt":0.30138451870821525,"score_spread":0.2811286357570585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008727595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742728,0.00010145845,0.00046861247,0.00023351026,0.00024339395,0.0025496497,0.0009149645,0.00003012203,0.021185512],"genre_scores_gemma":[0.9756226,0.000021219623,0.014569715,0.000043681885,0.000039976803,7.3431414e-7,0.0012528953,0.0000689059,0.008380254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958627,0.0003722107,0.0007045887,0.0011385613,0.0013373499,0.0005845933],"domain_scores_gemma":[0.99591553,0.0007102969,0.0010428559,0.0009083644,0.0008818462,0.0005410795],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006243438,0.0004613487,0.0018527056,0.0013731461,0.0004878472,0.00002807748,0.0016387224,0.00055970554,0.0056320657],"category_scores_gemma":[0.00070435135,0.00064901693,0.0005399704,0.0019160663,0.00034933962,0.0004925697,0.0015265238,0.0013109,0.000018428003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07474387,0.006923414,0.5529894,0.0046853926,0.012711786,0.010768217,0.19039091,0.0047758273,0.024088984,0.0016277251,0.0066185724,0.109675914],"study_design_scores_gemma":[0.010433064,0.0014030669,0.74507606,0.0021781756,0.0019077022,0.000057530735,0.22773547,0.0026725465,0.00042704502,0.00012909938,0.0067569558,0.0012232991],"about_ca_topic_score_codex":0.015159028,"about_ca_topic_score_gemma":0.0062326454,"teacher_disagreement_score":0.19208665,"about_ca_system_score_codex":0.001125827,"about_ca_system_score_gemma":0.0006704298,"threshold_uncertainty_score":0.9995961},"labels":[],"label_agreement":null},{"id":"W7008777414","doi":"","title":"Continuous positive airway pressure improves sleepiness but not calculated vascular risk in patients with minimally symptomatic obstructive sleep apnoea: the MOSAIC randomised controlled trial.","year":2012,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Continuous positive airway pressure; Positive airway pressure; Excessive daytime sleepiness; Positive pressure; Blood pressure; Randomized controlled trial; Risk factor","score_opus":0.003966267047872834,"score_gpt":0.19622697870214154,"score_spread":0.1922607116542687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008777414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803299,0.00028677154,0.00045457247,0.0002477891,0.00040353532,0.016439432,0.0010779799,0.000089965746,0.00067011145],"genre_scores_gemma":[0.9971406,0.000019097202,0.00021148805,0.00009673204,0.0001280528,0.00011180567,0.00017886127,0.000081356186,0.002032024],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9946433,0.0014021961,0.00060468074,0.0008144784,0.0013782202,0.0011571374],"domain_scores_gemma":[0.99601424,0.0012702025,0.00062130246,0.00092126615,0.00075526774,0.00041772987],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008746111,0.00066739065,0.0018237139,0.0005689397,0.00057245616,0.00007571843,0.0005743339,0.00033027507,0.00010800986],"category_scores_gemma":[0.000767013,0.00047996335,0.0006283025,0.0013059472,0.0006521465,0.0017195307,0.0003247353,0.0009049999,0.000035444533],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9097715,0.0025304833,0.07614872,0.00015947937,0.0065370854,0.00018638499,0.0018145185,0.00015687456,0.00097045896,0.00073280546,0.000075915115,0.0009157832],"study_design_scores_gemma":[0.58594173,0.0011092287,0.40362212,0.000094075884,0.0024598513,0.000009000065,0.0025033122,0.003320602,0.0004182657,0.000008694283,0.0000591222,0.00045401388],"about_ca_topic_score_codex":0.00060004176,"about_ca_topic_score_gemma":0.00008924347,"teacher_disagreement_score":0.3274734,"about_ca_system_score_codex":0.0006138096,"about_ca_system_score_gemma":0.00020690051,"threshold_uncertainty_score":0.9997652},"labels":[],"label_agreement":null},{"id":"W7009600773","doi":"","title":"Effects of Lidocaine on Post-Tonsillectomy Pain in Children: A Triple-Blind Clinical Trial","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lidocaine; Tonsillectomy; Placebo; Sedation; Laryngospasm; Nausea; Saline; Clinical trial","score_opus":0.19697796822989905,"score_gpt":0.5726474523128431,"score_spread":0.37566948408294404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009600773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873559,0.0036762527,0.000052329116,0.0005008956,0.0006066461,0.0065364395,0.000018882243,0.000028964614,0.0012237023],"genre_scores_gemma":[0.9966239,0.0014026747,0.0002520229,0.0005106307,0.0006064167,0.00025277626,0.000025379453,0.00009107989,0.00023511604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99234927,0.002325876,0.0022464395,0.00076827523,0.0015786255,0.00073153013],"domain_scores_gemma":[0.99262106,0.003910075,0.0010975731,0.0008149324,0.00090347015,0.0006528609],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006247882,0.0004696542,0.0020831493,0.002277948,0.00011257118,0.00036385033,0.0018915478,0.000339059,0.007479274],"category_scores_gemma":[0.013668914,0.00038082388,0.00056943716,0.00202415,0.0004061211,0.0010619164,0.00077683915,0.0015929601,0.00006751557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.061364166,0.0045729536,0.7296562,0.0002935462,0.0010171196,0.00019537537,0.0001496694,0.000008041449,0.047682203,0.000031094904,0.008026972,0.14700262],"study_design_scores_gemma":[0.081659704,0.0011210467,0.8902765,0.0007192823,0.00015573982,0.000032111035,0.00005325336,0.0001142767,0.024726067,0.0005039189,0.00029003207,0.00034808787],"about_ca_topic_score_codex":0.0013831892,"about_ca_topic_score_gemma":0.000027128945,"teacher_disagreement_score":0.16062024,"about_ca_system_score_codex":0.00020427305,"about_ca_system_score_gemma":0.00032541453,"threshold_uncertainty_score":0.99986434},"labels":[],"label_agreement":null},{"id":"W7010313068","doi":"","title":"Histoire naturelle de l'apnée : suivi 5 ans après","year":2021,"lang":"fr","type":"other","venue":"Open MIND","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université de Montréal; Canada Excellence Research Chairs, Government of Canada","keywords":"Poison control; Congenital disease; Psychomotor disorder","score_opus":0.047324686139065195,"score_gpt":0.3344535046019856,"score_spread":0.2871288184629204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010313068","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056997407,0.032937765,0.00013225789,0.0026012901,0.002569531,0.0016312553,0.00015763695,0.0000034696855,0.954267],"genre_scores_gemma":[0.013027972,0.00022275565,0.012314868,0.00020392789,0.0019231702,0.000060061473,0.00034001705,0.00039748388,0.97150975],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99562305,0.00043450147,0.00044367768,0.0012137366,0.00078264344,0.0015024146],"domain_scores_gemma":[0.9972108,0.00025760743,0.00020646941,0.0012542291,0.00025951667,0.0008113743],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00080013735,0.0005839415,0.0010215947,0.00029042328,0.0002611183,0.00023791086,0.0012714781,0.0010919339,0.6522933],"category_scores_gemma":[0.00084666914,0.00058850413,0.00026636635,0.00056023174,0.0006507967,0.00009592202,0.0011432896,0.0018712597,0.008967226],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019119096,0.0007227926,0.0074765654,0.00044951335,0.0010240881,0.0043832073,0.001913864,0.0000037120558,0.017399726,0.00058340933,0.026784703,0.93906724],"study_design_scores_gemma":[0.0021438678,0.00020011925,0.00375171,0.0013227226,0.00034428263,0.0002484642,0.0013720572,0.00022767381,0.007335364,0.000037646983,0.98246694,0.00054913614],"about_ca_topic_score_codex":0.0011405176,"about_ca_topic_score_gemma":0.0034923048,"teacher_disagreement_score":0.9556823,"about_ca_system_score_codex":0.0020157741,"about_ca_system_score_gemma":0.0013800538,"threshold_uncertainty_score":0.9996566},"labels":[],"label_agreement":null},{"id":"W7014618253","doi":"","title":"Relationship between Serum Neurotransmitters and Cognitive Impairment in Adults with Obstructive Sleep Apnea","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polysomnography; Obstructive sleep apnea; Logistic regression; Cognitive impairment; Cognition; Cross-sectional study","score_opus":0.1268208559684212,"score_gpt":0.5020688840994977,"score_spread":0.3752480281310765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014618253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908738,0.0025865643,0.00070532784,0.00083093287,0.00012921933,0.002067714,0.00009316124,0.000029152317,0.0026841175],"genre_scores_gemma":[0.9989849,0.00020083348,0.00024283573,0.00023102295,0.000067015506,0.00011190089,0.000022941203,0.000050251194,0.00008832956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967527,0.00043116097,0.0007873968,0.00067940686,0.0008146641,0.0005347051],"domain_scores_gemma":[0.9970492,0.0013625134,0.00036949178,0.0003550929,0.0005098378,0.00035384088],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00082101644,0.00037311457,0.00089722656,0.0017622758,0.00021441876,0.00034898525,0.0007326656,0.00014556693,0.0006561403],"category_scores_gemma":[0.00058730284,0.00031965403,0.00011244328,0.0020424991,0.000453342,0.0013608697,0.0005011212,0.0010617492,0.000005348169],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026632536,0.00020584956,0.96528685,0.00042359615,0.00039624228,0.00015023787,0.0006356463,0.000012509389,0.00075429387,0.000066096865,0.00009677393,0.029308679],"study_design_scores_gemma":[0.0051471367,0.00008995735,0.9853827,0.0015240166,0.00030468925,0.000028106646,0.0008534017,0.00010347847,0.004517267,0.0017378475,0.00003301184,0.00027843882],"about_ca_topic_score_codex":0.00043363075,"about_ca_topic_score_gemma":0.00007428143,"teacher_disagreement_score":0.02903024,"about_ca_system_score_codex":0.00021370241,"about_ca_system_score_gemma":0.00014422745,"threshold_uncertainty_score":0.99992555},"labels":[],"label_agreement":null},{"id":"W7019111178","doi":"","title":"Evaluación de la eficacia de un programa educativo destinado a aumentar la adhesión a la CPAP en pacientes con apnea obstructiva del sueño no adherentes","year":2023,"lang":"es","type":"dissertation","venue":"Repository of Digital Objects for Teaching Research and Culture (University of Valencia)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Population; Sleep apnea","score_opus":0.01898085696773231,"score_gpt":0.33986002493220513,"score_spread":0.3208791679644728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019111178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98541003,0.0011817188,0.00008361387,0.000072472714,0.00014577415,0.0020329072,0.00028152054,0.00010469674,0.0106872795],"genre_scores_gemma":[0.98580396,0.00018033893,0.0026446215,0.0000019040372,0.00019660448,0.000032227963,0.00046512738,0.00010330569,0.010571931],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9935284,0.001954898,0.00047714802,0.0010413891,0.0018368089,0.0011613428],"domain_scores_gemma":[0.99207205,0.004353059,0.00052588567,0.0005075933,0.0018282301,0.0007131583],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031637035,0.00057461724,0.0009569389,0.00079018774,0.0012431241,0.000393684,0.00080667547,0.0008363025,0.000014804684],"category_scores_gemma":[0.005622696,0.0006074543,0.00052171404,0.0006399098,0.0023082476,0.0006085892,0.00034395626,0.0022988722,0.000010573317],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0077764243,0.005452665,0.30813503,0.02112427,0.0039404333,0.00097436557,0.1779593,0.000006835088,0.3642972,0.0027581397,0.0012380817,0.10633725],"study_design_scores_gemma":[0.009146937,0.011679505,0.2827139,0.009541953,0.001695266,0.0009505899,0.63725424,0.0010981684,0.037723254,0.0039718198,0.0026533348,0.0015710412],"about_ca_topic_score_codex":0.00085944985,"about_ca_topic_score_gemma":0.000035255973,"teacher_disagreement_score":0.45929495,"about_ca_system_score_codex":0.00074319757,"about_ca_system_score_gemma":0.0012889446,"threshold_uncertainty_score":0.99963766},"labels":[],"label_agreement":null},{"id":"W7019805021","doi":"","title":"Interaction between obstructive sleep apnea, its treatment and Parkinson's disease","year":2018,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McGill University Health Centre","keywords":"Disease; Epidemiology; Obstructive sleep apnea; Sleep (system call); Incidence (geometry)","score_opus":0.02731554473177085,"score_gpt":0.3029670763258939,"score_spread":0.2756515315941231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019805021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9662676,0.00064317003,3.1470174e-7,0.000047980076,0.0014192538,0.0022424245,0.0024322597,0.00025609508,0.026690902],"genre_scores_gemma":[0.98837453,0.00027881245,0.000470473,0.00006494941,0.00048020814,0.00044129585,0.0035665748,0.00033814562,0.005985012],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9943653,0.00043407042,0.00092975056,0.0020112183,0.0011887902,0.0010708917],"domain_scores_gemma":[0.9953459,0.00038242058,0.0006226459,0.0010426989,0.0010903174,0.0015160354],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043024655,0.0012140907,0.0013634143,0.0009084597,0.0010727884,0.00013315796,0.00036544434,0.0008479332,0.0006625535],"category_scores_gemma":[0.001223218,0.0011589051,0.0005102169,0.00062346825,0.0002083672,0.0009110738,0.0001805262,0.0016474674,0.00067742507],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042931503,0.0005883326,0.0058700973,0.0010255075,0.002483637,0.00041499813,0.00005677803,0.0000012065373,0.01639099,0.0030461743,0.000003992205,0.96582514],"study_design_scores_gemma":[0.011122876,0.004081941,0.40639082,0.0015122363,0.0066345595,0.00019723263,0.0024741704,0.00025898847,0.27187467,0.007554408,0.28436264,0.0035354865],"about_ca_topic_score_codex":0.00017145352,"about_ca_topic_score_gemma":0.00024967172,"teacher_disagreement_score":0.96228963,"about_ca_system_score_codex":0.0026450732,"about_ca_system_score_gemma":0.00008498896,"threshold_uncertainty_score":0.9990861},"labels":[],"label_agreement":null},{"id":"W7019826383","doi":"","title":"Improved detection of obstructive events in childhood sleep apnoea with the use of the nasal cannula and the differentiated sum signal","year":2005,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Sleep (system call); Nasal cannula; Cannula; Sleep apnea; SIGNAL (programming language); Signal averaging","score_opus":0.03581349552461176,"score_gpt":0.2692578905273395,"score_spread":0.23344439500272773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019826383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978643,0.0000594258,0.000047194146,0.0007879778,0.000025210642,0.0011790994,0.000015243849,0.0000049647356,0.000016602948],"genre_scores_gemma":[0.99893373,0.000018520106,0.000060014987,0.0000028993766,0.000030315865,0.0000032743685,0.000002282348,0.000010241186,0.000938711],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980107,0.00059618097,0.00018102062,0.00025649377,0.00067655416,0.00027907142],"domain_scores_gemma":[0.9987683,0.0002442592,0.00018405447,0.00032333165,0.00039326673,0.000086755615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044336234,0.00012252515,0.00028934676,0.00014783719,0.00029548514,0.000016235796,0.0002500807,0.00010285606,0.000008088513],"category_scores_gemma":[0.00004113062,0.000066572466,0.00007593042,0.00036231434,0.0020098295,0.0001910218,0.00028020123,0.00059400883,2.5970192e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047311573,0.00033344774,0.705404,0.00031109405,0.00053829415,0.000017305147,0.006237804,0.000046131747,0.27809817,0.000078982266,0.000008530724,0.0041951025],"study_design_scores_gemma":[0.0033818951,0.00035641177,0.8836257,0.00012193806,0.00007960562,0.000047233163,0.0038426206,0.0013305818,0.10712758,0.000009802236,0.00001598244,0.00006065501],"about_ca_topic_score_codex":0.0043126415,"about_ca_topic_score_gemma":0.00066996727,"teacher_disagreement_score":0.1782217,"about_ca_system_score_codex":0.000077940844,"about_ca_system_score_gemma":0.000057692727,"threshold_uncertainty_score":0.7405301},"labels":[],"label_agreement":null},{"id":"W7021188731","doi":"","title":"A Multi-Factorial Intervention to Increase Adherence to Mandibular Advancement Devices for Obstructive Sleep Apnea: A Randomized Control Trial","year":2020,"lang":"en","type":"article","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"American Sleep Medicine Foundation","keywords":"Obstructive sleep apnea; Randomized controlled trial; Intervention (counseling); Sleep apnea; Sleep (system call); Oral appliance; Significant difference","score_opus":0.0174926842423502,"score_gpt":0.2712391544722666,"score_spread":0.2537464702299164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7021188731","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12728795,0.0004718972,0.8020549,0.0097693205,0.004202031,0.034818955,0.0009445379,0.00049898215,0.019951422],"genre_scores_gemma":[0.9756876,0.000043308508,0.013031733,0.007109512,0.001998501,0.0012797818,0.0007641394,0.000032633856,0.00005274777],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99747866,0.00026568197,0.0010126921,0.00036248233,0.00035991534,0.0005205789],"domain_scores_gemma":[0.9982777,0.00031809424,0.0003025972,0.00021431863,0.00014484365,0.00074244017],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040379877,0.00032070512,0.0008066925,0.00018180379,0.00016312466,0.0002041133,0.00020140497,0.0001369483,0.00025839455],"category_scores_gemma":[0.00044245043,0.00027066428,0.00029257082,0.0003860915,0.00006882491,0.0038707315,0.00021231522,0.00026462637,0.00005245194],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93091273,0.00017533041,0.0003232773,0.00038834393,0.00046479772,0.0000044701223,0.0012709969,0.00043088355,0.000064727836,0.021557195,0.0008207941,0.04358642],"study_design_scores_gemma":[0.8194214,0.0033257694,0.0010170786,0.0002344772,0.0001935849,0.000006486443,0.0000989219,0.04914035,0.00027381475,0.00012282198,0.12579086,0.00037444523],"about_ca_topic_score_codex":5.995647e-7,"about_ca_topic_score_gemma":0.0000012217397,"teacher_disagreement_score":0.8483997,"about_ca_system_score_codex":0.000041368035,"about_ca_system_score_gemma":0.00003588366,"threshold_uncertainty_score":0.99997455},"labels":[],"label_agreement":null},{"id":"W7027984484","doi":"","title":"The Effectiveness Of Oral Appliance In Comparison With Continuous Positive Airway Pressure In The Treatment Of Obstructive Sleep Apnoea: A Randomised Clinical Trial","year":2016,"lang":"ms","type":"dissertation","venue":"Scientific Repository (Petra Christian University)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Temple University","keywords":"Continuous positive airway pressure; Positive pressure; Positive airway pressure; Oral appliance; Statistical analysis","score_opus":0.018616402891637723,"score_gpt":0.30205680534726803,"score_spread":0.2834404024556303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027984484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776994,0.001714144,0.00029877693,0.000025992811,0.0036989641,0.0107379835,0.00018142241,0.00001702616,0.00562628],"genre_scores_gemma":[0.9960546,0.0000959148,0.00006318174,8.463805e-7,0.00016249281,0.00008388211,0.00015195571,0.000047044134,0.0033401216],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.98668706,0.0072668144,0.0018277869,0.001659687,0.0017047937,0.0008538638],"domain_scores_gemma":[0.98801625,0.0070145633,0.0019706767,0.0014544576,0.001306864,0.00023719738],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0047534197,0.00072694913,0.0023889854,0.0010464112,0.0007455238,0.00014615788,0.0013153509,0.0006202296,0.000014851063],"category_scores_gemma":[0.0005487997,0.0004296765,0.0007066277,0.0024497954,0.0044042305,0.00023332423,0.00007090423,0.0009990048,0.000006516148],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8560924,0.006234577,0.10194543,0.00090021134,0.0026786122,0.0010838252,0.010363832,0.00011324409,0.009198504,0.000641915,0.000016053657,0.010731385],"study_design_scores_gemma":[0.43390802,0.013570798,0.44813907,0.0034486735,0.0030560773,0.00003403257,0.044842597,0.0006066203,0.0497669,0.00004191611,0.0017363874,0.00084893644],"about_ca_topic_score_codex":0.0011117609,"about_ca_topic_score_gemma":0.0009953596,"teacher_disagreement_score":0.4221844,"about_ca_system_score_codex":0.0009149822,"about_ca_system_score_gemma":0.0009368288,"threshold_uncertainty_score":0.9998155},"labels":[],"label_agreement":null},{"id":"W7029659716","doi":"","title":"L’apnée obstructive du sommeil comme facteur de risque de déclin cognitif : rôle du sexe et de l’âge","year":2023,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé; Government of Canada; Consortium canadien en neurodégénérescence associée au vieillissement; Canadian Institutes of Health Research; Réseau en Bio-Imagerie du Quebec","keywords":"Risk factor; Poison control; Medical screening","score_opus":0.014516428915918162,"score_gpt":0.24075642613595014,"score_spread":0.22623999722003196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029659716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9555948,0.005059262,0.0015517456,0.0018490778,0.002503969,0.001284632,0.0006864507,0.00037970138,0.03109037],"genre_scores_gemma":[0.97234786,0.0018416926,0.0014221455,0.0004457968,0.0012749928,0.00014890291,0.002089874,0.00021319313,0.020215563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992823,0.0013602505,0.00086839957,0.0013445965,0.0015753346,0.0020283929],"domain_scores_gemma":[0.99414873,0.0015844041,0.0006767967,0.0007665391,0.0012472328,0.0015763153],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0013589897,0.0010544993,0.0011257275,0.00094835914,0.0066889217,0.00016408986,0.00095323636,0.0014196219,0.0002801481],"category_scores_gemma":[0.0017075271,0.0013088966,0.00078360876,0.0009960646,0.00090958964,0.0006545323,0.00056688895,0.0025390286,0.00051545195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0061397227,0.002199305,0.65263087,0.0016005861,0.004406331,0.04176703,0.1422904,0.0052401368,0.08292357,0.042108927,0.0015104786,0.017182657],"study_design_scores_gemma":[0.007922934,0.00043161685,0.7419582,0.0010820044,0.0018045466,0.0051501263,0.17887571,0.01595185,0.027224574,0.0014860296,0.016741619,0.00137076],"about_ca_topic_score_codex":0.10104037,"about_ca_topic_score_gemma":0.017505644,"teacher_disagreement_score":0.089327365,"about_ca_system_score_codex":0.03038472,"about_ca_system_score_gemma":0.007479578,"threshold_uncertainty_score":0.99987674},"labels":[],"label_agreement":null},{"id":"W7035952225","doi":"","title":"Analyse du sentiment d'efficacité personnelle des cégépiens et des cégépiennes relativement à l'activité physique, à l'alimentation, aux boissons alcoolisées et au tabagisme (PA2002-006) : rapport synthèse 4 : points saillants /","year":2004,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Context (archaeology); Identity (music); Qualitative research; Quality (philosophy)","score_opus":0.022594039434050674,"score_gpt":0.27378084531254576,"score_spread":0.25118680587849507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035952225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8991429,0.007384519,0.0064340094,0.01683188,0.00043390374,0.003182702,0.0015723783,0.0003343193,0.064683385],"genre_scores_gemma":[0.90013516,0.0042598248,0.0042953626,0.0015844264,0.0008359361,0.00070617767,0.00046561338,0.0007646899,0.086952806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98793983,0.0019025627,0.0018624108,0.0023951752,0.0037778218,0.0021221677],"domain_scores_gemma":[0.98683375,0.0083616255,0.0016572798,0.001219743,0.0005651077,0.0013624843],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0019414242,0.0020327244,0.0018715742,0.0033703235,0.0012475097,0.00066794694,0.0012404617,0.00041846005,0.018946005],"category_scores_gemma":[0.0053122654,0.0019897209,0.0012357779,0.0022748227,0.0032150773,0.0015551895,0.0012227318,0.0015643432,0.0015379296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0013596824,0.0064757294,0.875353,0.0014406128,0.00821597,0.00052860205,0.058045235,0.0018636149,0.0093381265,0.016011843,0.014427888,0.0069397422],"study_design_scores_gemma":[0.0071659563,0.0009604283,0.9407614,0.0024175877,0.0014716054,0.00027742796,0.010720534,0.0017277547,0.0063333157,0.0007441618,0.025439238,0.0019806023],"about_ca_topic_score_codex":0.096349195,"about_ca_topic_score_gemma":0.90529156,"teacher_disagreement_score":0.8089423,"about_ca_system_score_codex":0.02246717,"about_ca_system_score_gemma":0.02710979,"threshold_uncertainty_score":0.9994976},"labels":[],"label_agreement":null},{"id":"W7036414261","doi":"","title":"Assessing Polarimetric SAR Interferometry coherence region parameters over a permafrost landscape","year":2023,"lang":"en","type":"article","venue":"elib (German Aerospace Center)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Tundra; Arctic; Snow; Vegetation (pathology); Synthetic aperture radar; Snowmelt; Polarimetry; Radiometry","score_opus":0.04426202092245508,"score_gpt":0.35165186687159156,"score_spread":0.3073898459491365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036414261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938653,0.00028422137,0.00041570715,0.0012366661,0.00078203576,0.00063142873,0.00005712433,0.00046266417,0.0022648524],"genre_scores_gemma":[0.99649364,0.00007396877,0.0005839648,0.00039552888,0.00018896091,0.000015735306,0.00032201436,0.00011030282,0.0018159118],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966557,0.00018466735,0.00041144766,0.0007635243,0.0009692115,0.0010154506],"domain_scores_gemma":[0.9981423,0.00022609832,0.00017677872,0.00080097857,0.00018584233,0.00046797766],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004138723,0.00038539633,0.0005648121,0.0011751292,0.00020210746,0.00032760386,0.00035527686,0.00021145631,0.00031734977],"category_scores_gemma":[0.00044586946,0.00035717225,0.0002462174,0.0031478503,0.00022654829,0.00060423807,0.00040165,0.0006564174,0.0010025102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024166357,0.0002698849,0.9419941,0.0002078295,0.00018959823,0.000653289,0.00058529683,0.0000020665866,0.036105633,0.000041882922,0.012529092,0.007179669],"study_design_scores_gemma":[0.003409872,0.00033840534,0.98227423,0.00032978714,0.000076757264,0.0002644665,0.0008252839,0.0014089479,0.007326897,0.000020868933,0.0033050592,0.00041940267],"about_ca_topic_score_codex":0.000067975925,"about_ca_topic_score_gemma":0.00000845477,"teacher_disagreement_score":0.040280156,"about_ca_system_score_codex":0.00030720822,"about_ca_system_score_gemma":0.00006648925,"threshold_uncertainty_score":0.999888},"labels":[],"label_agreement":null},{"id":"W7042857256","doi":"","title":"Psychological Factors Influencing Adherence to&#13;\\nNasal Continuous Positive Airway Pressure in&#13;\\nObstructive Sleep Apnoea Patients","year":2014,"lang":"en","type":"dissertation","venue":"Victoria University Research Repository (Victoria University)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Victoria University","keywords":"Continuous positive airway pressure; Polysomnography; Obstructive sleep apnea; Positive airway pressure; Mood; Airway; Quality of life (healthcare); Body mass index","score_opus":0.01891093870816113,"score_gpt":0.29336335829812843,"score_spread":0.2744524195899673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042857256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8963401,0.000059660237,0.000030923467,0.000036687205,0.0050215,0.003491394,0.00025007428,0.00026135435,0.09450836],"genre_scores_gemma":[0.96415883,0.000043403426,0.00013236217,0.00001463517,0.00096223626,0.0000069473003,0.00088036706,0.00016721996,0.033634003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9871184,0.002602946,0.0008590018,0.0031067198,0.0039195293,0.002393373],"domain_scores_gemma":[0.9886022,0.00117202,0.00063801475,0.001747021,0.0059009567,0.0019397797],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00089821836,0.0013005132,0.0019938578,0.0053297253,0.0014388037,0.0002490716,0.0024212091,0.0022531522,0.00024136127],"category_scores_gemma":[0.001277518,0.0014688263,0.0006762193,0.0051165745,0.00075686874,0.0010370401,0.0009547424,0.005260633,0.00019615267],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.027284136,0.0025364594,0.92016685,0.0010274072,0.0021412459,0.0045943586,0.016398605,0.000084826184,0.018701304,0.0037957632,0.0013373144,0.0019317017],"study_design_scores_gemma":[0.011306399,0.007578304,0.89513105,0.001210198,0.0008484013,0.000028031913,0.023093356,0.00010957,0.0050268057,0.00006903977,0.053476542,0.002122316],"about_ca_topic_score_codex":0.00602676,"about_ca_topic_score_gemma":0.002918847,"teacher_disagreement_score":0.067818776,"about_ca_system_score_codex":0.005064554,"about_ca_system_score_gemma":0.00085676886,"threshold_uncertainty_score":0.99997467},"labels":[],"label_agreement":null},{"id":"W7043443941","doi":"","title":"Serious postoperative cardiovascular and respiratory complications in obstructive sleep apnea patients: matched cohort analysis of clinical and administrative data","year":2012,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Obstructive sleep apnea; Comorbidity; Heart failure; Cohort; Respiratory failure; Risk factor; Intensive care unit; Cohort study; Charlson comorbidity index","score_opus":0.0584822033628651,"score_gpt":0.3298270013453988,"score_spread":0.2713447979825337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043443941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99560124,0.00088094344,0.000099375975,0.00009058117,0.000083748964,0.0012037812,0.000776429,0.000013115623,0.0012507985],"genre_scores_gemma":[0.995896,0.00014171032,0.0009947654,0.000011764939,0.000021196302,0.0000027432575,0.002869091,0.000024366103,0.00003839433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974402,0.00044843915,0.00043014842,0.0007975577,0.0006375753,0.00024607376],"domain_scores_gemma":[0.9970708,0.0002570482,0.0004689225,0.0010835311,0.00089547405,0.00022423571],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00074064644,0.00027484915,0.0016314953,0.0007920247,0.00012562149,0.000011137231,0.00034313093,0.0004041086,0.000013212417],"category_scores_gemma":[0.00031788918,0.00032586014,0.00027717804,0.0008546596,0.0007096784,0.00032184084,0.0003003625,0.0006269591,0.0000028833713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007372186,0.00031712084,0.97924113,0.00021852796,0.009755468,0.00002353557,0.0013902348,0.000004899423,0.0001260855,0.00009597113,0.000018582234,0.00807122],"study_design_scores_gemma":[0.0019681735,0.00025315094,0.95208615,0.00006259788,0.006444503,0.0000019579625,0.038119,0.0005796175,0.00004613581,0.0000072596827,0.00021720777,0.00021425966],"about_ca_topic_score_codex":0.0020643428,"about_ca_topic_score_gemma":0.08807897,"teacher_disagreement_score":0.08601463,"about_ca_system_score_codex":0.00011921344,"about_ca_system_score_gemma":0.00012649749,"threshold_uncertainty_score":0.99991935},"labels":[],"label_agreement":null},{"id":"W7044054974","doi":"","title":"West Fraser Timber (NYSE:WFG) Stock Rating Reaffirmed by Royal Bank of Canada","year":2021,"lang":"en","type":"other","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stock (firearms); Payment; West virginia; Rating system","score_opus":0.011964076983873433,"score_gpt":0.2749903657441051,"score_spread":0.2630262887602317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044054974","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026211045,0.0013159728,0.00010631965,0.00051256776,0.00036727844,0.0006978732,0.0001887898,0.000059305774,0.9941308],"genre_scores_gemma":[0.01591992,0.000011587765,0.001650035,0.00027465014,0.00043297478,0.000033487177,0.00049147103,0.00045655653,0.98072934],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729294,0.00010380033,0.0003786326,0.00054375647,0.0011461441,0.00053474726],"domain_scores_gemma":[0.99843055,0.0001418439,0.00018543136,0.00069117645,0.00023084166,0.00032018358],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014720082,0.00034513004,0.000765638,0.0001451977,0.000039776653,0.000014066675,0.0001904336,0.00033908946,0.21119238],"category_scores_gemma":[0.0003408791,0.00029575746,0.00010622428,0.0002517258,0.000121709396,0.000011476256,0.00014495001,0.0005851058,0.00003574377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003611583,0.00008886414,0.0045887227,0.00042842494,0.0004497173,0.00018560153,0.000014223637,0.0000023979323,0.00065891276,0.00002336488,0.9914796,0.0020440815],"study_design_scores_gemma":[0.0025328654,0.00014709818,0.0024313235,0.00060347334,0.00015206117,0.00001612188,0.00035202038,0.0005273761,0.0051746513,0.0000017968039,0.9875739,0.00048727042],"about_ca_topic_score_codex":0.5840421,"about_ca_topic_score_gemma":0.7770988,"teacher_disagreement_score":0.21115664,"about_ca_system_score_codex":0.0003366215,"about_ca_system_score_gemma":0.0011077352,"threshold_uncertainty_score":0.99994946},"labels":[],"label_agreement":null},{"id":"W7070266516","doi":"","title":"OSA &amp;amp;ndash; a risk factor for stroke","year":2011,"lang":"en","type":"review","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Stroke (engine); Continuous positive airway pressure; Risk factor; Sleep apnea; Pathophysiology; Sleep (system call); Airway; Apnea","score_opus":0.10326555187664778,"score_gpt":0.37824242004240793,"score_spread":0.27497686816576017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070266516","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010909242,0.78714716,0.20380722,0.00003436435,0.00088384293,0.0030094178,0.0035359927,0.00010973401,0.0014613876],"genre_scores_gemma":[0.0030164039,0.98691076,0.003187035,0.00022701272,0.0032487633,0.0017205573,0.0010641497,0.00038902828,0.0002363151],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99399114,0.00042211352,0.0012966286,0.0014161157,0.00164385,0.0012301541],"domain_scores_gemma":[0.99454707,0.001627781,0.0004961713,0.0012439055,0.00029222344,0.0017928293],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0011772678,0.0009972428,0.0036291305,0.0003632122,0.00023717935,0.000086869164,0.0007440563,0.0015171655,0.004863249],"category_scores_gemma":[0.00470263,0.0006922523,0.0012628665,0.00027347042,0.0008448444,0.00014065123,0.00050078495,0.0026589013,0.00030422356],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023662351,0.00028703193,0.00011666746,0.018722938,0.0011028039,0.00003927544,0.00022911382,4.7404867e-9,0.000002991545,0.00033602532,0.0000716365,0.9788549],"study_design_scores_gemma":[0.0029343192,0.0003134255,0.00008875853,0.00029340427,0.0023388166,0.00015322464,0.000014463202,0.00062413287,0.0000031091356,0.00016774432,0.99239695,0.0006716569],"about_ca_topic_score_codex":0.00021737428,"about_ca_topic_score_gemma":0.000103895945,"teacher_disagreement_score":0.9923253,"about_ca_system_score_codex":0.00015227149,"about_ca_system_score_gemma":0.000015287796,"threshold_uncertainty_score":0.99977905},"labels":[],"label_agreement":null},{"id":"W7073623005","doi":"","title":"Sleep Apnea Detection by Tracheal Motion and Sound, and Oximetry via Application of Deep Neural Networks","year":2023,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polysomnography; Sleep apnea; Apnea; Artificial neural network; Sleep (system call); Breathing; Sleep medicine; Sleep apnea syndromes; Sleep disordered breathing","score_opus":0.009011784760383246,"score_gpt":0.2619030134600578,"score_spread":0.25289122869967456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073623005","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038840997,0.008370845,0.9883068,0.00008561307,0.000329484,0.0008853946,0.00004608239,0.0001705264,0.0014168103],"genre_scores_gemma":[0.9985801,0.0000079574775,0.000104273844,0.00007640192,0.00067937066,0.00009231381,0.00012734639,0.00032082037,0.000011439155],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99754196,0.00012406326,0.00042868158,0.00069231266,0.00081851,0.00039449421],"domain_scores_gemma":[0.9986612,0.0002465677,0.00020472365,0.00031418214,0.000061492145,0.00051180413],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047333827,0.00034113348,0.00067346747,0.00022754415,0.00007960773,0.00002856624,0.000117033866,0.0008580904,0.0001551212],"category_scores_gemma":[0.0002437923,0.0002961542,0.00007846212,0.000244792,0.00065583555,0.00007767337,0.00013522466,0.00088380696,0.0000036750378],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021173172,0.00010867667,0.0041524568,0.0006023663,0.00017779089,0.000012404897,0.000068189365,0.0000019222575,0.0005492239,0.000030621413,0.000004734965,0.9940799],"study_design_scores_gemma":[0.0020895393,0.00026371898,0.002146339,0.0000015970571,0.00022405115,0.00006867495,0.000051071285,0.99456364,0.000110815105,0.00012541999,0.0001301413,0.00022498064],"about_ca_topic_score_codex":0.0007331293,"about_ca_topic_score_gemma":0.00032686975,"teacher_disagreement_score":0.99819165,"about_ca_system_score_codex":0.000038080092,"about_ca_system_score_gemma":8.310168e-8,"threshold_uncertainty_score":0.99994904},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W7095954087","doi":"","title":"Canadian evidence","year":2003,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.0479634706161804,"score_gpt":0.33702360442745366,"score_spread":0.28906013381127327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095954087","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34632438,0.0002862643,0.0002633432,0.00441978,0.00010209213,0.00026166748,7.193142e-7,0.00003248687,0.64830923],"genre_scores_gemma":[0.98959875,0.000005227939,0.001701916,0.0005026906,0.000017785935,0.0000041568405,3.9440928e-7,0.0000058180012,0.008163246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99946433,0.000021976795,0.00004851107,0.0001009312,0.00015175805,0.0002125071],"domain_scores_gemma":[0.9993641,0.000036619975,0.000003872509,0.0001641349,0.00007756991,0.0003536972],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013739022,0.00003601099,0.000056183944,0.00008927167,0.00003167226,0.000007720247,0.000033589175,0.000024911182,0.006232436],"category_scores_gemma":[0.00064715464,0.00002865724,0.000019492083,0.0001524068,0.000024636283,0.00004524019,0.0000044983467,0.00008333959,0.000812588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028703971,0.000042702726,0.87081724,0.000049139748,0.00006552348,0.00038823846,0.00012498032,7.9679904e-7,0.014983406,0.0767032,0.0064632003,0.030332843],"study_design_scores_gemma":[0.0019757207,0.0005388391,0.56983185,0.00012463194,0.00006901393,0.00069452834,0.0008763665,0.0004305024,0.13299908,0.001722851,0.29030994,0.00042668445],"about_ca_topic_score_codex":0.052309494,"about_ca_topic_score_gemma":0.06643417,"teacher_disagreement_score":0.64327437,"about_ca_system_score_codex":0.00023360673,"about_ca_system_score_gemma":0.00020823476,"threshold_uncertainty_score":0.99996537},"labels":[],"label_agreement":null},{"id":"W7096828239","doi":"","title":"QUALITY OF LIFE OF PATIENTS WITH OBSTRUCTIVE SLEEP APNEA SYNDROME TREATED WITH AN","year":2016,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Quality of life (healthcare); Sleep apnea; Oral appliance; Life quality; Apnea","score_opus":0.02222843481717343,"score_gpt":0.29011620294868884,"score_spread":0.2678877681315154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096828239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995424,0.000006647695,0.0010943376,0.00007348318,0.000013920074,0.0006460076,0.000098789336,0.000039561226,0.0026032603],"genre_scores_gemma":[0.99734473,5.500834e-7,0.002369718,0.000016144235,0.000010214211,0.000015874159,0.000024828787,0.000033041506,0.00018489792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979279,0.00014255127,0.0004109066,0.00035915582,0.0008674547,0.0002920296],"domain_scores_gemma":[0.9976495,0.00016418674,0.00023835462,0.00059964065,0.0010456237,0.00030268033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017923041,0.0001889779,0.0006087136,0.00017744974,0.000026425727,0.0000035911228,0.00013709463,0.00007940003,0.0005748966],"category_scores_gemma":[0.00020856745,0.00008930578,0.000053086555,0.00038439292,0.0005590341,0.00022914175,0.0000456979,0.00009941349,0.000010299972],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005695213,0.000643029,0.9797735,0.00010692754,0.0004498745,0.000009315575,0.00010339496,5.2856507e-7,0.0038988707,0.0004743241,0.0000019505915,0.008843034],"study_design_scores_gemma":[0.008405653,0.0045032646,0.9724147,0.00004630332,0.00006147948,0.0000075931944,0.0003050554,0.000012914475,0.014061917,0.000039764345,0.000004080689,0.00013731139],"about_ca_topic_score_codex":0.0003647411,"about_ca_topic_score_gemma":0.00006842625,"teacher_disagreement_score":0.010163046,"about_ca_system_score_codex":0.000085545296,"about_ca_system_score_gemma":0.00005769422,"threshold_uncertainty_score":0.6294714},"labels":[],"label_agreement":null},{"id":"W7097183040","doi":"","title":"Medical Sciences- Orthodontics","year":2013,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Adenoid; Reliability (semiconductor); Computed tomography; Medical physicist; Test (biology); Scale (ratio); Diagnostic accuracy","score_opus":0.060787841720006834,"score_gpt":0.3712278342557444,"score_spread":0.31043999253573756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097183040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7753632,0.000031060958,0.0031522457,0.013934869,0.00009340573,0.00028058595,1.9617698e-7,0.00006784167,0.2070766],"genre_scores_gemma":[0.98509693,0.0000051679367,0.01105645,0.0007813042,0.00010389316,0.000011952598,9.3934744e-7,0.0000069155867,0.0029364494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985644,0.000027345044,0.00010875148,0.00015627759,0.0008939257,0.00024930658],"domain_scores_gemma":[0.99936575,0.00008819203,0.000010377703,0.00014705393,0.000092365284,0.00029626826],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035692935,0.000052268417,0.00010393987,0.00007975901,0.00005687598,0.000022855607,0.00011753913,0.00005645304,0.030004168],"category_scores_gemma":[0.00061638386,0.000033616765,0.00003472413,0.00025312096,0.00035506237,0.00007859263,0.00007826265,0.00016143493,0.0021950307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009944441,0.00017886136,0.7266469,0.000039098366,0.000050610583,0.000101861886,0.000043919546,3.330076e-7,0.0035445637,0.037214458,0.008167993,0.22400145],"study_design_scores_gemma":[0.0031958371,0.0010479148,0.9310805,0.000054666838,0.00003820501,0.0006628283,0.0005326352,0.035336543,0.013171566,0.0026031744,0.0119569795,0.00031912702],"about_ca_topic_score_codex":0.000119475146,"about_ca_topic_score_gemma":0.000007609507,"teacher_disagreement_score":0.22368233,"about_ca_system_score_codex":0.000025625175,"about_ca_system_score_gemma":0.00008315687,"threshold_uncertainty_score":0.9985819},"labels":[],"label_agreement":null},{"id":"W70998052","doi":"10.1093/sleep/25.5.505","title":"Effects of Mandibular Posture on Obstructive Sleep Apnea Severity and the Temporomandibular Joint in Patients Fitted with an Oral Appliance","year":2002,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Obstructive sleep apnea; Medicine; Temporomandibular joint; Oral appliance; Sleep apnea; Orthodontics; Sleep (system call); Dentistry; Anesthesia","score_opus":0.008491680955589212,"score_gpt":0.23087464815853806,"score_spread":0.22238296720294884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W70998052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996545,0.00028818392,0.00008432545,0.0003935097,0.000072639625,0.0021050728,0.000016094806,0.00003038086,0.00046480124],"genre_scores_gemma":[0.9990165,0.000010609702,0.0005777222,0.00017419511,0.000042330154,0.00008262605,0.00002481777,0.000038736456,0.00003245149],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978213,0.00025522194,0.00029989134,0.00049711764,0.000718066,0.00040844694],"domain_scores_gemma":[0.998896,0.000108847984,0.0001423461,0.0004991175,0.00017845626,0.00017522837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024806912,0.00028304488,0.00057881116,0.00016857711,0.000100540776,0.000020622656,0.00015762499,0.00013808861,0.000057392863],"category_scores_gemma":[0.00015454859,0.00017679251,0.0000607053,0.0004111956,0.0005408733,0.00014326879,0.00009009292,0.00053877087,0.00001406207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016984476,0.00354925,0.91277504,0.0011592987,0.0007454729,0.00048262993,0.005118935,0.0000623299,0.0029723835,0.0012895211,0.00007050201,0.054790143],"study_design_scores_gemma":[0.019286247,0.002124138,0.9664917,0.00010450598,0.00011929943,0.000019006737,0.00017191075,0.0055421833,0.005610576,0.00026413886,0.000052610692,0.00021367187],"about_ca_topic_score_codex":0.00010400008,"about_ca_topic_score_gemma":0.000023575634,"teacher_disagreement_score":0.05457647,"about_ca_system_score_codex":0.00011934522,"about_ca_system_score_gemma":0.000005922971,"threshold_uncertainty_score":0.720939},"labels":[],"label_agreement":null},{"id":"W7099905571","doi":"","title":"Newsletter From the Desk of the Chief Librarian","year":2008,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Desk; Officer; Law enforcement; Criminal justice; Economic Justice; Enforcement","score_opus":0.03144029135436478,"score_gpt":0.2570298216949151,"score_spread":0.22558953034055035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099905571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92942685,0.00007048486,0.00017786784,0.031563852,0.00010273977,0.00028083034,0.0000067535134,0.00001929068,0.038351323],"genre_scores_gemma":[0.9926163,0.000005694435,0.0008268,0.0038972753,0.00026014086,0.00000489154,0.0000030013439,0.000012502809,0.0023734248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991844,0.00007064616,0.00012341568,0.00012278151,0.00034824235,0.0001505007],"domain_scores_gemma":[0.99915993,0.00017349258,0.000028987233,0.0005470285,0.00004003417,0.000050506143],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006524983,0.00006597287,0.00011330186,0.00001839902,0.00009209847,0.0000062442405,0.00024653753,0.000040414237,0.0021705413],"category_scores_gemma":[0.00011852519,0.00002712186,0.00008813599,0.00018768471,0.00031046793,0.000052382853,0.00013705781,0.00022202912,0.00009165274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120898854,0.00012047258,0.91093975,0.000008277325,0.00019247235,0.000028158625,0.0011134973,0.0000010200728,0.04171235,0.0019189803,0.03509642,0.008747683],"study_design_scores_gemma":[0.0007174828,0.00003619122,0.9399085,0.000009240345,0.000021303023,0.000024672383,0.00012574231,0.000094613955,0.04851156,0.0002961241,0.010216592,0.000037963036],"about_ca_topic_score_codex":0.00044831217,"about_ca_topic_score_gemma":0.000024466333,"teacher_disagreement_score":0.06318941,"about_ca_system_score_codex":0.000014945165,"about_ca_system_score_gemma":0.000036162866,"threshold_uncertainty_score":0.9987416},"labels":[],"label_agreement":null},{"id":"W7104455390","doi":"10.71781/18528","title":"L’apnée obstructive du sommeil comme facteur de risque de déclin cognitif : rôle du sexe et de l’âge","year":2023,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk factor; Poison control; Medical screening","score_opus":0.014516428915918162,"score_gpt":0.24075642613595014,"score_spread":0.22623999722003196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104455390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9555948,0.005059262,0.0015517456,0.0018490778,0.002503969,0.001284632,0.0006864507,0.00037970138,0.03109037],"genre_scores_gemma":[0.97234786,0.0018416926,0.0014221455,0.0004457968,0.0012749928,0.00014890291,0.002089874,0.00021319313,0.020215563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992823,0.0013602505,0.00086839957,0.0013445965,0.0015753346,0.0020283929],"domain_scores_gemma":[0.99414873,0.0015844041,0.0006767967,0.0007665391,0.0012472328,0.0015763153],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0013589897,0.0010544993,0.0011257275,0.00094835914,0.0066889217,0.00016408986,0.00095323636,0.0014196219,0.0002801481],"category_scores_gemma":[0.0017075271,0.0013088966,0.00078360876,0.0009960646,0.00090958964,0.0006545323,0.00056688895,0.0025390286,0.00051545195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0061397227,0.002199305,0.65263087,0.0016005861,0.004406331,0.04176703,0.1422904,0.0052401368,0.08292357,0.042108927,0.0015104786,0.017182657],"study_design_scores_gemma":[0.007922934,0.00043161685,0.7419582,0.0010820044,0.0018045466,0.0051501263,0.17887571,0.01595185,0.027224574,0.0014860296,0.016741619,0.00137076],"about_ca_topic_score_codex":0.10104037,"about_ca_topic_score_gemma":0.017505644,"teacher_disagreement_score":0.089327365,"about_ca_system_score_codex":0.03038472,"about_ca_system_score_gemma":0.007479578,"threshold_uncertainty_score":0.99987674},"labels":[],"label_agreement":null},{"id":"W7105639735","doi":"","title":"Prevalence and Risk Factors of Positional Obstructive Sleep Apnea in Chinese Children: A Retrospective Study","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Supine position; Polysomnography; Obstructive sleep apnea; Retrospective cohort study; Checklist; Sleep apnea; Blood pressure; Sleep apnea syndromes","score_opus":0.06734762564322236,"score_gpt":0.5010646860129232,"score_spread":0.4337170603697008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105639735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901846,0.005656901,0.00008926663,0.000045528624,0.00021138968,0.002193581,0.00025497342,0.00001931,0.0013444489],"genre_scores_gemma":[0.9981103,0.0014900272,0.00014511317,0.000019759575,0.000062704574,0.000060290102,0.000012540293,0.000036343114,0.00006294958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99609053,0.0005808128,0.0010006202,0.00074706384,0.0011693621,0.00041160145],"domain_scores_gemma":[0.99719375,0.00049491297,0.0007427997,0.00056132604,0.0007644113,0.00024279072],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012081724,0.00040520774,0.0012265338,0.0018836001,0.00019892199,0.00023587074,0.0011945086,0.00013334394,0.0017306764],"category_scores_gemma":[0.0016730622,0.0003345953,0.00018466178,0.0022957835,0.00046699189,0.0012773714,0.0012021769,0.0010151097,0.0000017690049],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010818328,0.0013436106,0.98315066,0.00016127779,0.00121791,0.000034496916,0.0008297963,0.000030287556,0.008756815,0.000062292216,0.00005670319,0.0032743034],"study_design_scores_gemma":[0.0027661023,0.00011331562,0.9882805,0.0003233637,0.00029575542,0.000018111645,0.0004531312,0.00013021108,0.0040077325,0.0033675304,0.0000015195629,0.0002427419],"about_ca_topic_score_codex":0.0020542778,"about_ca_topic_score_gemma":0.000091127105,"teacher_disagreement_score":0.0079256715,"about_ca_system_score_codex":0.00035611365,"about_ca_system_score_gemma":0.00012574278,"threshold_uncertainty_score":0.9999106},"labels":[],"label_agreement":null},{"id":"W7111680501","doi":"","title":"Facteurs de risque communs entre l’asthme et le syndrome d’apnées obstructives du sommeil chez l’adulte : revue systématique avec méta analyse","year":2025,"lang":"fr","type":"dissertation","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Asthma; Risk factor; Epidemiology; Confounding; GERD; Odds ratio; Observational study; Cohort study","score_opus":0.01171536260260666,"score_gpt":0.26115841723625444,"score_spread":0.24944305463364777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111680501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8557952,0.0057258764,0.034085866,0.03603912,0.0010840768,0.002632634,0.0007304741,0.0005017165,0.06340502],"genre_scores_gemma":[0.94840044,0.0028638288,0.0152294645,0.00018605813,0.00009508097,0.0003392803,0.0059634703,0.00022848413,0.02669392],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9703297,0.023036804,0.0018500526,0.0018427512,0.0012174817,0.001723186],"domain_scores_gemma":[0.98083645,0.0066228504,0.0014188288,0.0039640786,0.0061991652,0.00095859944],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.01069211,0.0013040401,0.0019094499,0.001328525,0.0013852208,0.0007488801,0.0027593707,0.0012459577,0.0009140998],"category_scores_gemma":[0.011056343,0.0015046612,0.0009450853,0.0021845028,0.0009626158,0.0007280798,0.0010748544,0.003256073,0.00020562545],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064350205,0.0098640965,0.12507538,0.011691394,0.0052630287,0.0008965191,0.24572214,0.0005348843,0.054422997,0.45712838,0.000722471,0.08803519],"study_design_scores_gemma":[0.013016882,0.000023542727,0.52971935,0.041768163,0.002385453,0.0014739108,0.061711945,0.09476299,0.2360233,0.0047551515,0.010592957,0.003766362],"about_ca_topic_score_codex":0.012656023,"about_ca_topic_score_gemma":0.022140298,"teacher_disagreement_score":0.45237324,"about_ca_system_score_codex":0.0017853504,"about_ca_system_score_gemma":0.0023238414,"threshold_uncertainty_score":0.9999992},"labels":[],"label_agreement":null},{"id":"W7113107690","doi":"","title":"Age-related differences in association of OSA with cancer incidence in a large sleep clinic cohort","year":2019,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (UWA)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Incidence (geometry); Cohort; Sleep (system call); Association (psychology); Cancer incidence; Cohort study","score_opus":0.022693390641414204,"score_gpt":0.34283715051085806,"score_spread":0.3201437598694439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113107690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99301296,0.00077620987,0.0000016636113,0.0003914089,0.00012418066,0.0016951234,0.000011932161,0.000016464164,0.0039700745],"genre_scores_gemma":[0.9930011,0.00032452025,0.00006459477,0.000010063038,0.000057580586,0.00020609656,0.000012170633,0.000022638103,0.006301212],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996006,0.0006893633,0.0005287145,0.0005384414,0.0015571624,0.0006803362],"domain_scores_gemma":[0.9981856,0.000604529,0.00018229484,0.00033936126,0.00052218424,0.00016603476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002771671,0.00015619735,0.0005572564,0.00054294994,0.00010071044,0.00004458034,0.0001865674,0.00025609706,0.0001838657],"category_scores_gemma":[0.0004735274,0.000113847185,0.00005151041,0.0009037831,0.00029127498,0.00017151207,0.00018641137,0.0011900984,0.000020333167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049380906,0.00025111565,0.9522578,0.00037565103,0.00013335695,0.000226514,0.0007889781,0.0000014453443,0.04463919,0.0001077157,0.00003620396,0.0006882195],"study_design_scores_gemma":[0.0024645173,0.00064175774,0.93740255,0.0005960707,0.000020402354,0.000014179146,0.001090441,0.0012970406,0.056256548,0.000062008854,0.00003676335,0.000117732765],"about_ca_topic_score_codex":0.0019875506,"about_ca_topic_score_gemma":0.00006490025,"teacher_disagreement_score":0.014855266,"about_ca_system_score_codex":0.000534326,"about_ca_system_score_gemma":0.0002659772,"threshold_uncertainty_score":0.51704514},"labels":[],"label_agreement":null},{"id":"W7113501199","doi":"","title":"LONGITUDINAL CHANGES IN THE PREVALENCE OF THE EXCESSIVE DAYTIME SLEEPINESS IN TWO SASKATCHEWAN FIRST NATIONS COMMUNITIES","year":2025,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Odds; Confounding; Epworth Sleepiness Scale; Logistic regression; Odds ratio; Excessive daytime sleepiness; Obesity; Longitudinal study","score_opus":0.013916159006331775,"score_gpt":0.23373890461625996,"score_spread":0.21982274560992818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113501199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98281044,0.000107906475,0.00010039295,0.009274377,0.00006464668,0.00065227994,0.00016580713,0.000028205915,0.0067959228],"genre_scores_gemma":[0.99251664,0.000106480984,0.00038399835,0.00007148152,0.0000126965815,3.4242817e-7,0.000023884315,0.000008284283,0.0068761767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856,0.00038096096,0.00014860772,0.0002435671,0.0003918883,0.00027496187],"domain_scores_gemma":[0.9983459,0.00064352783,0.00015992948,0.00066390575,0.00013197446,0.00005476717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022499908,0.00016787449,0.00034996305,0.00089949335,0.0004089849,0.000011974939,0.0013950504,0.000098430755,0.00045993563],"category_scores_gemma":[0.000034338103,0.00015589801,0.000141491,0.0024868152,0.0010885511,0.0007153834,0.00086503424,0.0005211428,0.0000036165238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045639745,0.00039493674,0.90687895,0.0010803002,0.000115159055,0.000110111134,0.089117736,0.000085378575,0.00017322693,0.0008879216,0.00010267047,0.00059721054],"study_design_scores_gemma":[0.0018990936,0.000058822756,0.5739063,0.0005256302,0.0001045416,0.0000049145724,0.42197576,0.00023241786,0.0005615486,0.00014054608,0.0004914974,0.0000989368],"about_ca_topic_score_codex":0.010103253,"about_ca_topic_score_gemma":0.18139534,"teacher_disagreement_score":0.33297265,"about_ca_system_score_codex":0.00016023807,"about_ca_system_score_gemma":0.00041094678,"threshold_uncertainty_score":0.9964886},"labels":[],"label_agreement":null},{"id":"W7113900503","doi":"10.1145/3765612.3767236","title":"KindSleep: Knowledge-Informed Diagnosis of Obstructive Sleep Apnea from Oximetry","year":2025,"lang":"","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; National Institutes of Health; Case Western Reserve University; Georgia Institute of Technology; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota; Parker H. Petit Institute for Bioengineering and Bioscience; University of Washington; Microsoft Research","keywords":"Obstructive sleep apnea; Polysomnography; Respiratory disturbance index; Sleep apnea; Sleep disorder; Raw data; Sleep (system call); Apnea","score_opus":0.018916267837674628,"score_gpt":0.3273134883795759,"score_spread":0.3083972205419013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113900503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6220537,0.017669182,0.008146513,0.0014025178,0.0059748804,0.0033813035,0.0008038933,0.000197878,0.34037015],"genre_scores_gemma":[0.98993504,0.00046512275,0.0040017,0.00025323112,0.0006622325,0.00026261134,0.00016311204,0.00011577192,0.0041411715],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9920058,0.00048889796,0.0024247575,0.001704863,0.0015576693,0.0018180166],"domain_scores_gemma":[0.988224,0.00581494,0.0006081221,0.0023070578,0.0021904819,0.00085535774],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006792754,0.0011233902,0.0023933065,0.0022277643,0.00034442949,0.000112633155,0.0013794935,0.0010800724,0.017086893],"category_scores_gemma":[0.0049886885,0.001062785,0.0009507623,0.004709123,0.0019640413,0.0006072514,0.0016175014,0.001760765,0.0012391177],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015731521,0.0022100222,0.35604197,0.0012361344,0.006982982,0.00006125971,0.0027215774,0.000008348786,0.0038491942,0.008837449,0.0016533658,0.61482453],"study_design_scores_gemma":[0.014367772,0.0010607272,0.44340554,0.0011692,0.003144981,0.000008179061,0.012997933,0.01362511,0.49701184,0.0037492109,0.008217893,0.0012416027],"about_ca_topic_score_codex":0.0017286949,"about_ca_topic_score_gemma":0.00029730785,"teacher_disagreement_score":0.61358297,"about_ca_system_score_codex":0.0015029024,"about_ca_system_score_gemma":0.0007683021,"threshold_uncertainty_score":0.99953854},"labels":[],"label_agreement":null},{"id":"W7115033055","doi":"","title":"Maternal Sleep-Disordered Breathing in Pregnancy and Relationship with Child Head Circumference","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Pregnancy; Breathing; Head (geology); Head circumference; Gestation","score_opus":0.02177551581771274,"score_gpt":0.2812505100782704,"score_spread":0.25947499426055765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115033055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89610684,0.0014750334,9.3510204e-7,0.00006925483,0.0003300909,0.0016967544,0.00034928037,0.00016257685,0.09980923],"genre_scores_gemma":[0.9923203,0.00025139886,0.00082335074,0.00006176089,0.000030026084,0.00029999472,0.0007899004,0.00016734662,0.005255952],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99525976,0.0003664841,0.0008946145,0.0014484224,0.0011423592,0.0008883834],"domain_scores_gemma":[0.997553,0.00035511737,0.00036863022,0.00084933406,0.00048589465,0.0003880047],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00052251626,0.000796962,0.0010478873,0.0012304585,0.00081843126,0.00011866993,0.00041245544,0.0008346011,0.00014662098],"category_scores_gemma":[0.0011665871,0.00077284843,0.00016137533,0.0011473075,0.00010872948,0.0006649377,0.00015110667,0.0034956231,0.0000510799],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003602416,0.00088979997,0.23915978,0.008329804,0.0009920021,0.001713366,0.00013875894,0.000034599776,0.0063893907,0.089536436,7.2773776e-7,0.6492129],"study_design_scores_gemma":[0.007358706,0.0005742006,0.9480705,0.019829867,0.0005189014,0.00045283086,0.000743314,0.00014932416,0.009874268,0.010550229,0.00060166983,0.0012761473],"about_ca_topic_score_codex":0.0010863867,"about_ca_topic_score_gemma":0.0055566165,"teacher_disagreement_score":0.70891076,"about_ca_system_score_codex":0.0008290447,"about_ca_system_score_gemma":0.00010099716,"threshold_uncertainty_score":0.99947226},"labels":[],"label_agreement":null},{"id":"W7116706422","doi":"10.1016/j.freeradbiomed.2025.12.031","title":"Sex-specific metabolic and oxidative stress profiles associated to myocardial infarct size in mice after exposure to intermittent hypoxia","year":2025,"lang":"en","type":"article","venue":"Free Radical Biology and Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Intermittent hypoxia; Oxidative stress; Insulin resistance; Myocardial infarction; Hypoxia (environmental); Sleep apnea; Adipose tissue; Insulin","score_opus":0.012264229304870219,"score_gpt":0.29941103311237466,"score_spread":0.28714680380750446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116706422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97388136,0.005215106,0.00014039857,0.018687848,0.000271902,0.0010486323,0.00010164714,0.000031024225,0.0006220877],"genre_scores_gemma":[0.99507505,0.00031761857,0.00043264357,0.0032925443,0.00027612387,0.00018847718,0.000036337922,0.00001370304,0.00036748216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796355,0.00034007922,0.00040329428,0.0005963875,0.00021882428,0.00047784936],"domain_scores_gemma":[0.998381,0.000775594,0.00004117853,0.00025389387,0.0001142643,0.00043406407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006252474,0.00024552774,0.00082327204,0.00041972537,0.000059859456,0.000008390257,0.00016662404,0.00027988132,0.00016054031],"category_scores_gemma":[0.003505224,0.00017489278,0.000043975073,0.0005697242,0.00078602304,0.000036234524,0.00032931817,0.0005507025,0.000008285337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002837618,0.00030326087,0.67432755,0.00009966933,0.00061474956,0.00020529582,0.0022752243,3.3100767e-7,0.20866339,0.0017019708,0.0030527904,0.10591813],"study_design_scores_gemma":[0.0051697283,0.0014654961,0.9752344,0.00031029858,0.00009414694,0.00001760529,0.000599748,0.000009065126,0.005212805,0.0005404546,0.011192837,0.00015342109],"about_ca_topic_score_codex":0.00012553477,"about_ca_topic_score_gemma":0.000096044445,"teacher_disagreement_score":0.30090684,"about_ca_system_score_codex":0.00008577945,"about_ca_system_score_gemma":0.00004799929,"threshold_uncertainty_score":0.71319205},"labels":[],"label_agreement":null},{"id":"W7116750111","doi":"10.1016/j.apro.2025.100297","title":"Evaluation of a screen-to-CAT approach for PROMIS sleep disturbance in solid organ transplant recipients","year":2025,"lang":"en","type":"article","venue":"Advances in Patient-Reported Outcomes","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Sleep disorder; Sleep (system call); Sleep apnea; Disturbance (geology); Transplantation","score_opus":0.029719131548528767,"score_gpt":0.3703348095051235,"score_spread":0.3406156779565947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116750111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823841,0.0006048699,0.009515866,0.0002050568,0.00034970953,0.0050412486,0.00004819547,0.000028398237,0.0018225732],"genre_scores_gemma":[0.9885283,0.00003068157,0.010104156,0.00009825188,0.000012377898,0.0009796276,0.00014773669,0.000026061492,0.000072779505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964696,0.00015452823,0.0010897357,0.0006292406,0.0012041563,0.0004527282],"domain_scores_gemma":[0.9980985,0.00020651564,0.00028748004,0.00054322043,0.0007639423,0.00010035325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012059667,0.00024160324,0.0006883432,0.00070056686,0.000044852146,0.000008540904,0.00018650133,0.00010407469,0.000017655779],"category_scores_gemma":[0.0023248147,0.00020610515,0.00011879227,0.0012030994,0.00010688412,0.00024199471,0.000057644298,0.00018381793,0.0000013020351],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007984183,0.0007246649,0.84455323,0.00021084832,0.00015702067,0.000011847957,0.00086007913,0.0013446534,0.0017017993,0.0000930259,0.000005470604,0.14953896],"study_design_scores_gemma":[0.011384588,0.00053558947,0.9295852,0.00053696876,0.00038795156,0.000008662004,0.0006334287,0.023434209,0.03179217,0.0012767133,0.00012251429,0.00030200795],"about_ca_topic_score_codex":0.00006656541,"about_ca_topic_score_gemma":0.00016770733,"teacher_disagreement_score":0.14923696,"about_ca_system_score_codex":0.0005779796,"about_ca_system_score_gemma":0.00016216587,"threshold_uncertainty_score":0.8404724},"labels":[],"label_agreement":null},{"id":"W7116765941","doi":"10.1080/13697137.2025.2595987","title":"Younger midlife females with bilateral salpingo-oophorectomy: respiratory disturbances during sleep","year":2025,"lang":"en","type":"article","venue":"Climacteric","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; Baycrest Hospital; University of Toronto","funders":"Alzheimer Society","keywords":"Sleep (system call); Respiratory system; Actigraphy; Respiratory disease; Young adult; Risk factor","score_opus":0.021593548883528213,"score_gpt":0.30552024717696535,"score_spread":0.28392669829343714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116765941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99203736,0.0010152818,0.00003628665,0.00083404937,0.00032971604,0.0005027784,0.000010201407,0.00015712251,0.0050771944],"genre_scores_gemma":[0.99749935,0.000030448507,0.0003163409,0.00063033897,0.00024008694,0.00009180961,0.000017611737,0.000044062188,0.0011299464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810994,0.000085529406,0.00031541684,0.0005487417,0.0003735617,0.0005668298],"domain_scores_gemma":[0.99894917,0.000076744785,0.00008543362,0.00052592036,0.00018607735,0.00017668017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015764151,0.0002653608,0.00043675222,0.0003674938,0.00018938878,0.00007695095,0.00019523744,0.00009907598,0.000208691],"category_scores_gemma":[0.00010341918,0.00019805461,0.00010427528,0.0008341364,0.00032943382,0.00021628561,0.00014581703,0.00038191455,0.00008076155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012947101,0.00013649071,0.8588352,0.00049419317,0.0002468506,0.00024049042,0.00017669656,0.0000015688693,0.13473715,0.00008163407,0.00009389413,0.0036610863],"study_design_scores_gemma":[0.0020125087,0.00025660743,0.972173,0.00021634731,0.00009425122,0.000039087066,0.00012221282,0.00004831987,0.01973677,0.00001671986,0.005074606,0.00020959647],"about_ca_topic_score_codex":0.0000223566,"about_ca_topic_score_gemma":0.000013739046,"teacher_disagreement_score":0.115000375,"about_ca_system_score_codex":0.00029436883,"about_ca_system_score_gemma":0.00008748575,"threshold_uncertainty_score":0.80764323},"labels":[],"label_agreement":null},{"id":"W7116787142","doi":"10.1007/s44470-025-00018-y","title":"Artificial intelligence in surgical planning and outcome prediction for obstructive sleep apnea: emerging hype or the future standard?","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital; University of Ottawa; McGill University; McGill University Health Centre","funders":"","keywords":"Software deployment; Audit; Obstructive sleep apnea; Outcome (game theory); Sleep (system call); MEDLINE; Selection (genetic algorithm); Decision support system","score_opus":0.09321522041829301,"score_gpt":0.46817454510758977,"score_spread":0.37495932468929677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116787142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86948794,0.0045366073,0.06101002,0.055517137,0.0069608977,0.001608984,0.000027702641,0.000035337478,0.00081538816],"genre_scores_gemma":[0.9917741,0.0002634716,0.002140126,0.000489075,0.005198036,0.000016998027,0.0000050218205,0.00002411365,0.0000890636],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99495876,0.00033809344,0.0029916307,0.00036782975,0.00091795385,0.00042573194],"domain_scores_gemma":[0.9933074,0.00469351,0.00063975056,0.00027643054,0.000766067,0.00031681068],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0064149005,0.00024599466,0.001349219,0.000454889,0.00016229745,0.000025335357,0.00027763972,0.0002869749,0.00011307004],"category_scores_gemma":[0.008988356,0.00011734756,0.00025852767,0.00076245755,0.0007141289,0.00016621995,0.000108336746,0.0018630612,0.0000010654359],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01640464,0.00015780026,0.27262452,0.0001454027,0.00035057444,0.00042126514,0.0004899877,0.0001043427,0.000048040773,0.0013028673,0.00015932925,0.7077912],"study_design_scores_gemma":[0.019742018,0.015091407,0.7883434,0.0022359712,0.0020440777,0.0018304694,0.030643959,0.057146404,0.0005568193,0.019136839,0.06269527,0.0005333077],"about_ca_topic_score_codex":0.0000051476936,"about_ca_topic_score_gemma":0.00001732517,"teacher_disagreement_score":0.7072579,"about_ca_system_score_codex":0.00015886634,"about_ca_system_score_gemma":0.00013780786,"threshold_uncertainty_score":0.99935937},"labels":[],"label_agreement":null},{"id":"W7116862891","doi":"10.1002/jmri.70212","title":"Association Between Gas‐Free Cerebrovascular Reactivity ( <scp>CVR</scp> ) and Cognitive Function in Older Adults With a High Risk for Vascular Dementia","year":2025,"lang":"en","type":"article","venue":"Journal of Magnetic Resonance Imaging","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health","keywords":"Association (psychology); Dementia; Vascular dementia; Cognition; Cognitive impairment; Vascular disease; Stage (stratigraphy)","score_opus":0.005287965007664454,"score_gpt":0.24168185331529082,"score_spread":0.23639388830762637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116862891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9738681,0.014040863,0.010288349,0.00056139956,0.00010128171,0.00094446767,0.000018276012,0.0000111385025,0.00016617966],"genre_scores_gemma":[0.99613905,0.000498886,0.0029584554,0.00006784987,0.000170922,0.00003924182,0.000006981443,0.000026401667,0.00009222112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779445,0.0002354886,0.00048155474,0.00032753838,0.0007559966,0.0004049961],"domain_scores_gemma":[0.9972617,0.0010085541,0.0004573916,0.00021294753,0.00094934786,0.00011004285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001725408,0.00018960223,0.0005044936,0.00045526167,0.0001137323,0.00006556737,0.00011384095,0.00008367173,0.0000136999615],"category_scores_gemma":[0.0030689465,0.0001622001,0.00014132877,0.00046333644,0.000089617875,0.0003413963,0.00007072023,0.00063198403,9.883519e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030197678,0.00011055197,0.7427671,0.0001358095,0.00038711485,0.000018955414,0.0001927868,0.0000019715483,0.00021858109,0.0000062176796,0.00018074695,0.25567818],"study_design_scores_gemma":[0.018062457,0.00062811567,0.9732971,0.0011899864,0.0022902119,0.000023602333,0.0008582161,0.0007415653,0.001113132,0.000547894,0.0011807512,0.00006697547],"about_ca_topic_score_codex":0.00021353818,"about_ca_topic_score_gemma":0.00005539939,"teacher_disagreement_score":0.25561118,"about_ca_system_score_codex":0.00026409037,"about_ca_system_score_gemma":0.000113192305,"threshold_uncertainty_score":0.6614328},"labels":[],"label_agreement":null},{"id":"W7116917539","doi":"10.1111/jsr.70264","title":"Refining Sleep‐Disordered Breathing Annotations Across Multiple Public Sleep Study Datasets","year":2025,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Institute on Aging; University of California, Davis; Seoul National University; York University; National Institutes of Health; Case Western Reserve University; Ministry of Science and ICT, South Korea; Johns Hopkins University; University of Arizona; University of Minnesota; University of Washington; New York University; University of California","keywords":"Polysomnography; Sleep medicine; Sleep (system call); Sleep apnea; Breathing; Sleep disordered breathing; Obstructive sleep apnea; Sleep study","score_opus":0.11219777190343094,"score_gpt":0.4625803280528278,"score_spread":0.35038255614939684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116917539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854331,0.0011088154,0.0016728077,0.007811057,0.0005020315,0.0010654797,0.00017457428,0.00005162824,0.002180528],"genre_scores_gemma":[0.99632084,0.000039992516,0.002461577,0.00012364288,0.00035463567,0.00006343725,0.00008798432,0.0000642703,0.00048362542],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9914534,0.0012819805,0.0014262443,0.0006582485,0.0035864,0.0015937375],"domain_scores_gemma":[0.9913532,0.0021811528,0.00036303455,0.0011695438,0.0042338106,0.00069927133],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010218768,0.00033181885,0.00086155056,0.0023400493,0.0012343326,0.0005441253,0.0011827755,0.0002252801,0.00024786475],"category_scores_gemma":[0.0125149395,0.00028440473,0.00027945585,0.0038026273,0.00053486245,0.0010520616,0.0010415069,0.0036618572,0.00010433033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023985032,0.0053819255,0.6870244,0.00033508512,0.0025638633,0.0025550216,0.0053839423,0.0001972246,0.015131804,0.0004148638,0.0041130055,0.27450034],"study_design_scores_gemma":[0.037536267,0.0060969363,0.8112791,0.0007032029,0.00046501792,0.0011361412,0.08200841,0.021095695,0.003776137,0.00071375305,0.034362894,0.0008264048],"about_ca_topic_score_codex":0.0003037629,"about_ca_topic_score_gemma":0.00033472895,"teacher_disagreement_score":0.27367392,"about_ca_system_score_codex":0.00083439966,"about_ca_system_score_gemma":0.00045222667,"threshold_uncertainty_score":0.99996084},"labels":[],"label_agreement":null},{"id":"W7116939270","doi":"10.1002/alz70862_109805","title":"<i>APOE</i> 4 modifies the association between sleep apnea, inflammation, and tau pathology in older women","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Sleep (system call); Tau pathology; Disease; Older people","score_opus":0.014775113556438478,"score_gpt":0.28229043938878123,"score_spread":0.2675153258323428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116939270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98126173,0.007906495,0.00040439283,0.006482639,0.00016835853,0.0008035321,0.000006950255,0.000040437044,0.0029254567],"genre_scores_gemma":[0.9990227,0.00003821623,0.00021104328,0.00032702094,0.00011092786,0.00017216388,0.000034021694,0.000014319847,0.00006955775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841523,0.00020303068,0.0003510674,0.00029033312,0.00031707832,0.000423256],"domain_scores_gemma":[0.9991203,0.00026350812,0.000105658306,0.0002888452,0.00015649963,0.00006522004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008969264,0.00014312318,0.0002653042,0.00021045237,0.00013151186,0.000047236445,0.00013674455,0.00013901954,0.0001182411],"category_scores_gemma":[0.00018636392,0.00011442057,0.000038438462,0.0004116309,0.000110925685,0.00013861217,0.00017081738,0.00030863454,0.000046259764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043479533,0.000046250156,0.8207158,0.000017645842,0.0060319295,0.0000115217135,0.0018623299,0.0000042139595,0.002077494,0.00095975335,0.0004629875,0.16776659],"study_design_scores_gemma":[0.002027002,0.000060333045,0.97906333,0.000013310876,0.0029498187,0.000002957916,0.0006527462,0.00030079536,0.009151307,0.0013957095,0.004261639,0.00012102533],"about_ca_topic_score_codex":0.000055006774,"about_ca_topic_score_gemma":0.000038807942,"teacher_disagreement_score":0.16764556,"about_ca_system_score_codex":0.000065045555,"about_ca_system_score_gemma":0.00003602281,"threshold_uncertainty_score":0.46659353},"labels":[],"label_agreement":null},{"id":"W7116958120","doi":"10.1002/alz70860_099322","title":"Association between snoring and cognitive impairment in community‐dwelling older adults in Taiwan","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Cognitive impairment; Cognition; Dementia; Cognitive decline; Disease","score_opus":0.020659973339321458,"score_gpt":0.3140536816040235,"score_spread":0.29339370826470207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116958120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875923,0.009376462,0.00010113961,0.000780686,0.00007482258,0.0008729455,0.0000081123635,0.000023093387,0.0011704437],"genre_scores_gemma":[0.99943995,0.00002693285,0.0002427348,0.00011333081,0.000034739438,0.00006187305,0.00005434295,0.000015014407,0.000011070354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843484,0.00029884666,0.0003504645,0.00023734319,0.0002911078,0.00038741273],"domain_scores_gemma":[0.9992845,0.0002755841,0.000078244186,0.00016398459,0.00012340056,0.000074278825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009478509,0.00014335706,0.00027802167,0.00041481087,0.00010688223,0.0000309305,0.0000882872,0.00010745595,0.000053510863],"category_scores_gemma":[0.00013586819,0.0001547756,0.000037896574,0.00047419575,0.000046838803,0.00012855018,0.0001867981,0.0006604814,0.00001256382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099973586,0.00020901812,0.9180321,0.000036636666,0.004128413,0.0000113574615,0.0020800196,0.0000010395207,0.00009110856,0.000020319783,0.000015480575,0.075274535],"study_design_scores_gemma":[0.004503742,0.00010721793,0.9828368,0.0004914133,0.0033728122,7.0128135e-7,0.0032889985,0.00026047078,0.0048744967,0.000105896666,0.00004247294,0.00011497993],"about_ca_topic_score_codex":0.0010069256,"about_ca_topic_score_gemma":0.00069020275,"teacher_disagreement_score":0.07515955,"about_ca_system_score_codex":0.000088444336,"about_ca_system_score_gemma":0.000036859496,"threshold_uncertainty_score":0.63115656},"labels":[],"label_agreement":null},{"id":"W7117304142","doi":"10.1001/jamanetworkopen.2025.49137","title":"Obstructive Sleep Apnea Risk and Mental Health Conditions Among Older Canadian Adults in the Canadian Longitudinal Study on Aging","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Institut Universitaire de Gériatrie de Montréal; Royal Ottawa Mental Health Centre; Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Longitudinal study; Obstructive sleep apnea; Mental health; Cohort study; Association (psychology); Cohort; Intervention (counseling); Bridge (graph theory); Sleep apnea","score_opus":0.02377589453771383,"score_gpt":0.34185406595090145,"score_spread":0.3180781714131876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117304142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96684,0.00017371475,0.0000057456637,0.015478236,0.0002505423,0.0050550224,0.00016316609,0.000010761904,0.012022762],"genre_scores_gemma":[0.99727786,0.000012232946,0.00007227883,0.0019704788,0.00016678977,0.00024543094,0.00012251064,0.000021498972,0.000110899535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99730235,0.0006339877,0.00031293705,0.0005387314,0.00034125595,0.0008707404],"domain_scores_gemma":[0.99848086,0.0002316926,0.000088372246,0.00046629665,0.00010542126,0.00062736374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001404583,0.0002133536,0.00036239764,0.00045389353,0.001291588,0.0003447293,0.00045249687,0.0000958636,0.000117626354],"category_scores_gemma":[0.00014170408,0.00017409187,0.000039809063,0.0009812497,0.00020176229,0.00021407835,0.00016360174,0.0009690141,0.000014190629],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011140577,0.00009703345,0.97856,0.000015141118,0.00017444578,0.00015411327,0.0048019267,0.000057698053,9.6513745e-8,0.0007494962,0.0031528103,0.012125872],"study_design_scores_gemma":[0.003497446,0.00027601552,0.97944176,0.00025925465,0.000036181875,0.000016817743,0.013956231,0.0015134534,8.05051e-7,0.000194299,0.00067465514,0.00013309953],"about_ca_topic_score_codex":0.9678858,"about_ca_topic_score_gemma":0.99814075,"teacher_disagreement_score":0.03043783,"about_ca_system_score_codex":0.0015396557,"about_ca_system_score_gemma":0.00068241125,"threshold_uncertainty_score":0.993398},"labels":[],"label_agreement":null},{"id":"W7117408167","doi":"10.54029/2025kra","title":"The relationship between disease severity, treatment adherence, inflammation, and neurocognitive functions in patients with obstructive sleep apnea syndrome","year":2025,"lang":"","type":"article","venue":"Neurology Asia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Obstructive sleep apnea; Cognition; Continuous positive airway pressure; Effects of sleep deprivation on cognitive performance; Affect (linguistics); Sleep apnea; Montreal Cognitive Assessment; Disease","score_opus":0.016577539184060096,"score_gpt":0.27345727194996045,"score_spread":0.25687973276590037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117408167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883262,0.00026663937,0.0001349363,0.0048699332,0.0004520301,0.0037494162,0.00021224025,0.000048709877,0.0019398885],"genre_scores_gemma":[0.99853796,0.000016277365,0.000015659087,0.000104618724,0.00009487382,0.0005320345,0.00016212456,0.000046299017,0.0004901845],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99539846,0.0013585108,0.00074964017,0.0011097715,0.00053517794,0.00084845285],"domain_scores_gemma":[0.9938393,0.0042083445,0.00027553664,0.000715347,0.00055071554,0.00041073406],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027290944,0.0005538136,0.00062937767,0.00068480964,0.0010779001,0.00010080078,0.0002536905,0.0003280579,0.000047815047],"category_scores_gemma":[0.0020115315,0.00042139192,0.000099920886,0.0014743848,0.0016520481,0.0003569759,0.00027179078,0.0014081734,0.00008618427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047544152,0.00029573494,0.9685672,0.00007285639,0.00043660132,0.00019454221,0.00028003324,0.000015330925,0.0000014512508,0.0014499035,0.000010635344,0.023921302],"study_design_scores_gemma":[0.0082682185,0.0035383566,0.983149,0.00006305071,0.00082442455,0.000018848747,0.000246607,0.00024576185,0.000008065332,0.0031409776,0.0002463086,0.0002503733],"about_ca_topic_score_codex":0.000062281,"about_ca_topic_score_gemma":0.00020252893,"teacher_disagreement_score":0.023670929,"about_ca_system_score_codex":0.00025526978,"about_ca_system_score_gemma":0.00029640042,"threshold_uncertainty_score":0.9998238},"labels":[],"label_agreement":null},{"id":"W7117469028","doi":"10.1007/s44470-025-00025-z","title":"Nocturnal hypoxemia is associated with increased urine Kidney Injury Molecule-1 (KIM-1) in patients with obstructive sleep apnea","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; University of British Columbia; Foothills Medical Centre; Hotchkiss Brain Institute; Women and Children’s Health Research Institute; Université Laval; University of Saskatchewan; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Hypoxemia; Obstructive sleep apnea; Kidney disease; Renal function; Urine; Acute kidney injury; Sleep apnea; Nocturnal","score_opus":0.01679308825729491,"score_gpt":0.3440570134737411,"score_spread":0.3272639252164462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117469028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98680055,0.00015103021,0.00072761613,0.008005685,0.0006733405,0.0008458364,0.000037500624,0.000029158276,0.0027292632],"genre_scores_gemma":[0.9915835,0.00003087635,0.0010089225,0.0064507653,0.0006572498,0.000010916195,0.000052865977,0.00006715505,0.00013771646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9922754,0.00067104003,0.003059605,0.00063362916,0.002571186,0.0007890968],"domain_scores_gemma":[0.9916934,0.0015594742,0.0017653166,0.0006258265,0.0029275853,0.0014284279],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003106927,0.00054903066,0.002526758,0.0011155563,0.00010716758,0.00002703862,0.000548219,0.00045624963,0.0005939158],"category_scores_gemma":[0.0170959,0.0003286748,0.00031821473,0.0019958727,0.0011216531,0.00030924426,0.00015682788,0.0033743498,0.000009647556],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024099894,0.0018463059,0.94242424,0.00009147688,0.0022036356,0.0007546443,0.00015772019,0.000006664468,0.0002126815,0.00004691151,0.002253906,0.0259019],"study_design_scores_gemma":[0.052015,0.010664116,0.9320337,0.0016587912,0.0010811175,0.00006948172,0.00015871183,0.00043901074,0.0005761354,0.00024391495,0.00076825684,0.0002917697],"about_ca_topic_score_codex":0.00006024303,"about_ca_topic_score_gemma":0.000015336012,"teacher_disagreement_score":0.027915103,"about_ca_system_score_codex":0.0005781119,"about_ca_system_score_gemma":0.0006344815,"threshold_uncertainty_score":0.99991655},"labels":[],"label_agreement":null},{"id":"W7117771853","doi":"10.18280/isi.301116","title":"MSC-ET: A Multiscale CNN and Extra Trees–Based Model for Sleep Apnea Detection Using Single-Lead ECG","year":2025,"lang":"","type":"article","venue":"Ingénierie des systèmes d information","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sleep apnea; Pattern recognition (psychology); Sleep (system call); Noise (video); Artificial neural network; Electrocardiography","score_opus":0.03712356976506749,"score_gpt":0.2992714780175708,"score_spread":0.26214790825250334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117771853","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26515517,0.0005948687,0.72896993,0.0001704941,0.00061432825,0.0026826537,0.00014391902,0.00013821227,0.0015304195],"genre_scores_gemma":[0.9689381,0.000019133766,0.029846694,0.00035470276,0.00013180026,0.0003236826,0.00016683506,0.00006568547,0.00015336783],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9957882,0.000225104,0.001658938,0.0005537405,0.000720972,0.0010530534],"domain_scores_gemma":[0.99663043,0.00049328076,0.0006532932,0.0006095965,0.0013161005,0.00029728777],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012978724,0.00065130205,0.00081114523,0.0016050275,0.00094768865,0.000660594,0.0002512262,0.0005980294,0.000033064036],"category_scores_gemma":[0.0017321863,0.00070127624,0.00029192193,0.0011575046,0.00069679087,0.0038922136,0.00018405462,0.0005953541,0.000025536192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022345043,0.00028852408,0.0018792906,0.0057973303,0.00041493948,0.0000043840555,0.0068098353,0.038652286,0.06400053,0.00043630286,0.000018072895,0.87946403],"study_design_scores_gemma":[0.006325259,0.0005891335,0.0015089691,0.00089993846,0.0004838841,0.000033327386,0.0028932767,0.9511661,0.03434973,0.0009715421,0.00025228615,0.0005265633],"about_ca_topic_score_codex":0.00018004166,"about_ca_topic_score_gemma":0.00020443452,"teacher_disagreement_score":0.9125138,"about_ca_system_score_codex":0.0021053676,"about_ca_system_score_gemma":0.0003256724,"threshold_uncertainty_score":0.99954385},"labels":[],"label_agreement":null},{"id":"W7118996890","doi":"10.17241/smr.2025.03188","title":"Sleep Disordered-Breathing and Aortic Valve Stenosis: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Odds ratio; Confidence interval; Meta-analysis; Aortic valve; Stenosis; Aortic valve stenosis; Sleep apnea; Observational study","score_opus":0.08360482345041709,"score_gpt":0.4200441599078826,"score_spread":0.3364393364574655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118996890","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021613471,0.87777543,0.0018200293,0.08026453,0.000078345016,0.0104282,0.000029688668,0.00015712055,0.007833188],"genre_scores_gemma":[0.98238283,0.0112818545,0.00036498375,0.0017889,0.00006973077,0.0013408759,0.0000356046,0.00005942047,0.002675812],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99264103,0.0016412328,0.0011843846,0.0011016636,0.0024035152,0.0010281557],"domain_scores_gemma":[0.9944173,0.002025292,0.00016612075,0.0014418887,0.0013125627,0.0006368193],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008316167,0.0004408053,0.0042275656,0.0023770926,0.0004213806,0.0000819841,0.00040076044,0.00017170119,0.0007846902],"category_scores_gemma":[0.007006754,0.0002782434,0.00070242747,0.005054069,0.0011619593,0.00017016828,0.00060246384,0.0012975114,0.000033426535],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012918167,0.00036628544,0.008029774,0.57439137,0.40897107,0.00017244476,0.0013624175,0.0000019339248,0.00036212947,0.002782198,0.000786943,0.0026442562],"study_design_scores_gemma":[0.0022397314,0.0006972002,0.007117635,0.007364893,0.9744131,0.00008984549,0.0034354539,0.0031050455,0.00008646837,0.0010320822,0.00007411164,0.0003444322],"about_ca_topic_score_codex":0.00043480648,"about_ca_topic_score_gemma":0.000036281668,"teacher_disagreement_score":0.96076936,"about_ca_system_score_codex":0.00022659534,"about_ca_system_score_gemma":0.000072903065,"threshold_uncertainty_score":0.999967},"labels":[],"label_agreement":null},{"id":"W7119489941","doi":"10.1002/alz70856_107451","title":"<i>APOE</i> 4 modifies the association between sleep apnea, inflammation, and tau pathology in older women","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pathological; Obstructive sleep apnea; Body mass index; Inflammation; Disease; Cognitive impairment; Sleep apnea; Sleep (system call)","score_opus":0.014775113556438478,"score_gpt":0.28229043938878123,"score_spread":0.2675153258323428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119489941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98126173,0.007906495,0.00040439283,0.006482639,0.00016835853,0.0008035321,0.000006950255,0.000040437044,0.0029254567],"genre_scores_gemma":[0.9990227,0.00003821623,0.00021104328,0.00032702094,0.00011092786,0.00017216388,0.000034021694,0.000014319847,0.00006955775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841523,0.00020303068,0.0003510674,0.00029033312,0.00031707832,0.000423256],"domain_scores_gemma":[0.9991203,0.00026350812,0.000105658306,0.0002888452,0.00015649963,0.00006522004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008969264,0.00014312318,0.0002653042,0.00021045237,0.00013151186,0.000047236445,0.00013674455,0.00013901954,0.0001182411],"category_scores_gemma":[0.00018636392,0.00011442057,0.000038438462,0.0004116309,0.000110925685,0.00013861217,0.00017081738,0.00030863454,0.000046259764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043479533,0.000046250156,0.8207158,0.000017645842,0.0060319295,0.0000115217135,0.0018623299,0.0000042139595,0.002077494,0.00095975335,0.0004629875,0.16776659],"study_design_scores_gemma":[0.002027002,0.000060333045,0.97906333,0.000013310876,0.0029498187,0.000002957916,0.0006527462,0.00030079536,0.009151307,0.0013957095,0.004261639,0.00012102533],"about_ca_topic_score_codex":0.000055006774,"about_ca_topic_score_gemma":0.000038807942,"teacher_disagreement_score":0.16764556,"about_ca_system_score_codex":0.000065045555,"about_ca_system_score_gemma":0.00003602281,"threshold_uncertainty_score":0.46659353},"labels":[],"label_agreement":null},{"id":"W7120471154","doi":"","title":"A eficácia dos aparelhos ortopédicos fucionais como alternativa de tratamento em crianças e adolescentes com apnéia obstrutiva do sono : revisão sistemática e meta-análise","year":2022,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prenatal screening; Nuchal translucency; Quality (philosophy)","score_opus":0.040500449896863466,"score_gpt":0.3022247893394688,"score_spread":0.2617243394426053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120471154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6339439,0.086531326,0.014379119,0.063599125,0.025500858,0.04016045,0.013083035,0.0047966354,0.118005544],"genre_scores_gemma":[0.97997594,0.0011429669,0.0012770334,0.0005747122,0.0015687782,0.0037439212,0.0076444787,0.00059989275,0.0034722635],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9778275,0.0040416056,0.0040447684,0.004140299,0.006302356,0.0036434927],"domain_scores_gemma":[0.9864387,0.0016597552,0.0028689909,0.003280025,0.0027009014,0.0030516244],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0030918056,0.0030490262,0.004459112,0.0025628754,0.003281594,0.0014895016,0.003386505,0.0021892192,0.0047236774],"category_scores_gemma":[0.0040801177,0.003008052,0.0029739675,0.002895503,0.00018563367,0.0010682929,0.0013308527,0.006251171,0.00014626616],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019238578,0.020592198,0.015720109,0.01880381,0.0553188,0.015021176,0.059323765,0.0004605263,0.021266581,0.72675955,0.011235991,0.036258936],"study_design_scores_gemma":[0.0112072565,0.0010975798,0.016978996,0.002906602,0.016707642,0.005094582,0.026550373,0.0050123553,0.0040221913,0.00026782064,0.9058987,0.004255934],"about_ca_topic_score_codex":0.000022538508,"about_ca_topic_score_gemma":0.00028032903,"teacher_disagreement_score":0.8946627,"about_ca_system_score_codex":0.007979174,"about_ca_system_score_gemma":0.0033950708,"threshold_uncertainty_score":0.99954706},"labels":[],"label_agreement":null},{"id":"W7120677938","doi":"","title":"Evaluation of cognitive alterations, mental health and quality of life in adult patients with Sleep Disordered Breathing","year":2020,"lang":"pt","type":"article","venue":"UNIFESP Institutional Repository (Universidade Federal de São Paulo)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Beck Depression Inventory; Polysomnography; Quality of life (healthcare); Pittsburgh Sleep Quality Index; Beck Anxiety Inventory; Excessive daytime sleepiness; Montreal Cognitive Assessment; Anxiety; Mood","score_opus":0.03258884735379014,"score_gpt":0.30002940209537626,"score_spread":0.2674405547415861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120677938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935342,0.00075615145,0.0010359549,0.0013099813,0.00014047071,0.0017146812,0.00035283304,0.00001745877,0.0011382397],"genre_scores_gemma":[0.9987172,0.000031994885,0.00028050505,0.00033433776,0.000073354364,0.000011989486,0.00049428706,0.000020763466,0.000035599365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945389,0.0014610215,0.00083029905,0.00056360324,0.0022177233,0.0003884713],"domain_scores_gemma":[0.9962483,0.00023352921,0.00065151043,0.00017798773,0.0020854687,0.00060319074],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00090277445,0.0002969646,0.00064755237,0.00036058156,0.0006162673,0.000043263295,0.0001475622,0.00016710498,0.000055608456],"category_scores_gemma":[0.0018143238,0.00031353158,0.000100053876,0.00057837536,0.0005710719,0.00065251515,0.00014082593,0.00050583895,0.0000027302485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007451998,0.0016573168,0.92596745,0.0012629215,0.0010447191,0.00005082577,0.051912274,0.0013958394,0.0017540432,0.003177102,0.00002884098,0.00429667],"study_design_scores_gemma":[0.022790655,0.0020291987,0.87125146,0.0013192398,0.0002456235,0.000023614839,0.06444426,0.037045162,0.00048064804,0.00002664795,0.000004643353,0.00033886745],"about_ca_topic_score_codex":0.0016275597,"about_ca_topic_score_gemma":0.0005877502,"teacher_disagreement_score":0.054716006,"about_ca_system_score_codex":0.0011725379,"about_ca_system_score_gemma":0.0026770565,"threshold_uncertainty_score":0.9999317},"labels":[],"label_agreement":null},{"id":"W7120680759","doi":"","title":"Sleep-disordered treatment wiyh intra oral appliances","year":2006,"lang":"pt","type":"article","venue":"UNIFESP Institutional Repository (Universidade Federal de São Paulo)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Quality of life (healthcare); Sleep apnea; MEDLINE","score_opus":0.015727135795077687,"score_gpt":0.2593538708910592,"score_spread":0.24362673509598154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120680759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.900465,0.002153367,0.004573575,0.0021337986,0.0021903245,0.0018512456,0.00017206423,0.00032985082,0.086130776],"genre_scores_gemma":[0.9533743,0.000066233246,0.0011462007,0.00015973767,0.0016794956,0.000055764533,0.00034681542,0.00008330351,0.04308814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994161,0.00048669177,0.0008176344,0.0013405911,0.0015813076,0.0016127571],"domain_scores_gemma":[0.9972444,0.00020568457,0.0003788262,0.0008048258,0.00056423066,0.00080200576],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00030856027,0.0009458635,0.00094743754,0.00077245134,0.0029002717,0.00038036762,0.00062501023,0.0006824716,0.0006691219],"category_scores_gemma":[0.000087450586,0.000885091,0.00058889395,0.0009887719,0.0013255716,0.00093108125,0.0002549849,0.0009713654,0.000464987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015073462,0.01697287,0.44474202,0.0020161276,0.009560127,0.073978506,0.01057954,0.029459389,0.15529937,0.16058834,0.012003592,0.06972666],"study_design_scores_gemma":[0.04274783,0.007178047,0.676044,0.0011137979,0.0029101693,0.009179708,0.0470543,0.050547585,0.035274785,0.0025761952,0.120351546,0.005022027],"about_ca_topic_score_codex":0.004721694,"about_ca_topic_score_gemma":0.0011996782,"teacher_disagreement_score":0.231302,"about_ca_system_score_codex":0.005772092,"about_ca_system_score_gemma":0.0015218704,"threshold_uncertainty_score":0.99935997},"labels":[],"label_agreement":null},{"id":"W7120814264","doi":"","title":"Associação entre distúrbios respiratórios do sono e queda entre idosos robustos","year":2024,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Older people; Cognitive impairment; Elderly people; Balance (ability); Dementia; Cognition","score_opus":0.022020207530116853,"score_gpt":0.28276385339643084,"score_spread":0.260743645866314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120814264","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40455198,0.024109902,0.0031932874,0.052186266,0.030411959,0.016206814,0.0038430812,0.0041217054,0.461375],"genre_scores_gemma":[0.975008,0.0006577653,0.0008116416,0.00030103148,0.0038408658,0.0012394229,0.0056256745,0.00062923564,0.011886367],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9825648,0.0018160007,0.0031337142,0.0040134788,0.0050362097,0.0034357917],"domain_scores_gemma":[0.9894115,0.0011217013,0.0017114361,0.0024009156,0.0027826747,0.0025717737],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00204254,0.002674238,0.0027569942,0.0026952326,0.0019047275,0.0016383384,0.0021813638,0.004140246,0.001521087],"category_scores_gemma":[0.0037279571,0.0026730753,0.0018680345,0.003175542,0.00013280581,0.0009712446,0.0009233734,0.0065148105,0.0011010006],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061510913,0.005825347,0.004902229,0.008559612,0.008842217,0.01245928,0.037900995,0.00019190517,0.03292013,0.8295328,0.010691664,0.042022716],"study_design_scores_gemma":[0.00651522,0.0006960239,0.005779321,0.0043368596,0.0029572032,0.0026824707,0.019418804,0.0034148782,0.0057316246,0.00046037612,0.9447163,0.0032909536],"about_ca_topic_score_codex":0.000013285175,"about_ca_topic_score_gemma":0.00077662553,"teacher_disagreement_score":0.9340246,"about_ca_system_score_codex":0.007735356,"about_ca_system_score_gemma":0.0041998243,"threshold_uncertainty_score":0.99967676},"labels":[],"label_agreement":null},{"id":"W7122670914","doi":"10.1093/sleepadvances/zpaf089","title":"Assessing the performance of a portable electroencephalographic sleep monitor against level 1 polysomnography","year":2025,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Royal Ottawa Mental Health Centre; University of Ottawa","funders":"","keywords":"Polysomnography; Sleep (system call); Electroencephalography; Measure (data warehouse); Sleep Stages; Electrodiagnosis; Work (physics)","score_opus":0.018170925501219036,"score_gpt":0.3300442828864997,"score_spread":0.31187335738528066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7122670914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98279554,0.00879083,0.001343022,0.00069482025,0.0003833781,0.000581055,0.000012331065,0.0000662259,0.0053328243],"genre_scores_gemma":[0.9966089,0.0008137762,0.0019185335,0.0002753109,0.00010531983,0.000081234044,0.000015012933,0.000023089126,0.00015882403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771947,0.000096946365,0.00047251405,0.00042080283,0.00064867595,0.0006416232],"domain_scores_gemma":[0.9985295,0.00019591548,0.00019961028,0.00060059136,0.00036964705,0.000104713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043965658,0.00024777625,0.00042772526,0.0006117904,0.0003290313,0.000060415725,0.00038987547,0.00008608331,0.000034223303],"category_scores_gemma":[0.00014267821,0.0001725173,0.00022661689,0.0023001397,0.00063605444,0.0006781837,0.00010113655,0.0004975371,0.0000058145815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016426535,0.00022880212,0.7133965,0.00031870912,0.00040230053,0.00001276342,0.00008809214,0.00019079018,0.046573117,0.00044526305,0.000035647332,0.23814374],"study_design_scores_gemma":[0.002298441,0.00057841296,0.79935354,0.00039743664,0.0003260408,0.000022743154,0.0016471355,0.007953999,0.18221672,0.00051967474,0.0043340046,0.00035186927],"about_ca_topic_score_codex":0.000036433197,"about_ca_topic_score_gemma":0.000017295064,"teacher_disagreement_score":0.23779187,"about_ca_system_score_codex":0.000065315166,"about_ca_system_score_gemma":0.000069882815,"threshold_uncertainty_score":0.70350516},"labels":[],"label_agreement":null},{"id":"W7124390076","doi":"","title":"Summary of the best evidence for pain intervention in patients undergoing tonsil surgery","year":2021,"lang":"zh","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Guideline; Intervention (counseling); Tonsillectomy; Perioperative; Tonsil; Evidence-based medicine; Psychological intervention; Best evidence","score_opus":0.3409057738910783,"score_gpt":0.5575262583845755,"score_spread":0.2166204844934972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124390076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9238235,0.07044757,0.0004366848,0.00066603784,0.00190987,0.0018538415,0.00011079743,0.000008449333,0.0007432603],"genre_scores_gemma":[0.9871675,0.011641558,0.00011310316,0.00016684267,0.00021291395,0.00008086167,0.00003502395,0.00008467901,0.00049756316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99124885,0.0031877677,0.0022790022,0.00074226165,0.0017883475,0.00075377076],"domain_scores_gemma":[0.98460156,0.010235209,0.001810841,0.0010134126,0.0020371424,0.00030185803],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009287851,0.00042951503,0.001495454,0.001168429,0.00025388182,0.0005831464,0.0021494604,0.000232139,0.0037622773],"category_scores_gemma":[0.029686341,0.00036900197,0.0009113866,0.0024864601,0.00037566648,0.0023320215,0.002338961,0.00090271415,0.000007849486],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012704601,0.0017337819,0.88811886,0.0025447144,0.000520502,0.000049327256,0.00016461097,0.000039488787,0.011738824,0.00004999516,0.004740165,0.08902924],"study_design_scores_gemma":[0.0023660387,0.00008044515,0.9444036,0.022937981,0.00031312543,0.000005659404,0.00076525874,0.0002357094,0.026230553,0.0020757043,0.00024948595,0.0003364322],"about_ca_topic_score_codex":0.0010729573,"about_ca_topic_score_gemma":0.00071267475,"teacher_disagreement_score":0.08869281,"about_ca_system_score_codex":0.0007157778,"about_ca_system_score_gemma":0.00089503085,"threshold_uncertainty_score":0.9998762},"labels":[],"label_agreement":null},{"id":"W7130427994","doi":"10.1093/eurheartj/ehaf784.3900","title":"Is obstructive sleep apnoea more than an epiphenomenon in patients with obesity? A cardiovascular perspective from a real-world propensity score-matched study","year":2025,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Obesity; Stroke (engine); Myocardial infarction; Propensity score matching; Incidence (geometry); Retrospective cohort study; Mace; Cohort study; Risk factor; Obesity paradox","score_opus":0.04129480809966876,"score_gpt":0.3092615773573883,"score_spread":0.26796676925771956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7130427994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99033874,0.00015015708,0.00010485403,0.00047203182,0.00019866163,0.0022836756,0.000026541726,0.00006137463,0.0063639833],"genre_scores_gemma":[0.9983025,0.000008548876,0.0008508839,0.00021323547,0.00030412167,0.000013508573,0.000014771474,0.000093317794,0.00019909555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99454194,0.0018294778,0.0005342182,0.0009717571,0.0014400119,0.0006826126],"domain_scores_gemma":[0.9970943,0.00007913944,0.00016056842,0.0010650858,0.0011267164,0.00047422425],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013954651,0.00043279762,0.0010551371,0.00084631285,0.0003717784,0.00018221755,0.00037338302,0.000052483058,0.00012048889],"category_scores_gemma":[0.000191857,0.00034171145,0.00030471486,0.0012300243,0.00026594393,0.0004889669,0.00031272255,0.0015773816,0.00005257924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00218549,0.0019170933,0.9790746,0.000021554762,0.0020073084,0.00096983573,0.012158056,0.00005281728,0.00005795012,0.000025425426,0.000045570774,0.0014843199],"study_design_scores_gemma":[0.009343228,0.001540282,0.9779887,0.00023200181,0.0004178898,0.00003522847,0.009745567,0.000051215204,0.00010834697,0.0001278946,0.00010635358,0.00030329297],"about_ca_topic_score_codex":0.0018323958,"about_ca_topic_score_gemma":0.0005033447,"teacher_disagreement_score":0.007963796,"about_ca_system_score_codex":0.001309631,"about_ca_system_score_gemma":0.00018273655,"threshold_uncertainty_score":0.9999035},"labels":[],"label_agreement":null},{"id":"W7130512146","doi":"10.31579/2692-9562/069","title":"Commentary on “a Retrospective Study of Incidental Findings Occurring in a Consecutive Case Series of Lateral Cephalograms of 12 to 20-Year-Old Patients Referred for Routine Orthodontic Treatment ” [1]","year":2023,"lang":"","type":"article","venue":"Journal of Clinical Otorhinolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pharynx; Retrospective cohort study; Skull; Endoscopy; Cephalogram; Cervical vertebrae","score_opus":0.08177265237244771,"score_gpt":0.4134706774079618,"score_spread":0.33169802503551404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7130512146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932018,0.000044308417,0.0000064879064,0.0004722569,0.0017383657,0.0039039075,0.00060096016,0.00000931691,0.000022621582],"genre_scores_gemma":[0.9989527,0.000058660426,0.00029918682,0.00019071701,0.00030988327,0.000050298946,0.000038047645,0.00006352588,0.000036985304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9890053,0.0020606613,0.006162485,0.00070489605,0.0012260822,0.00084052025],"domain_scores_gemma":[0.9900409,0.0043096296,0.0030191096,0.00058983883,0.0015026894,0.00053784315],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0044354224,0.0005413278,0.004104123,0.0015737071,0.00009327248,0.00001508387,0.0005178329,0.0004871663,0.000078478784],"category_scores_gemma":[0.006936512,0.00045784505,0.0009167083,0.0010418679,0.0007203214,0.00027296392,0.0005185773,0.0013457431,0.0000050996036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05481451,0.015433496,0.9119706,0.00024875405,0.0028332737,0.0038408288,0.009089356,0.000034069282,0.0005186441,0.00003175444,0.0001742585,0.001010433],"study_design_scores_gemma":[0.03910486,0.13671663,0.8147304,0.000616893,0.0007271581,0.00031586754,0.006412109,0.00009410377,0.0009856388,0.00005184655,0.00002622179,0.0002182432],"about_ca_topic_score_codex":0.0012233655,"about_ca_topic_score_gemma":0.0016779173,"teacher_disagreement_score":0.12128314,"about_ca_system_score_codex":0.0008660909,"about_ca_system_score_gemma":0.00021006587,"threshold_uncertainty_score":0.99978733},"labels":[],"label_agreement":null},{"id":"W7131986442","doi":"","title":"Psychometric properties of the Lithuanian version of Sleep Apnea Quality of Life Index (a pilot study)","year":2015,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Polysomnography; Sleep apnea; Obstructive sleep apnea; Lithuanian; Apnea; Sleep disorder; Apnea–hypopnea index","score_opus":0.1375251150205931,"score_gpt":0.3497064928593292,"score_spread":0.2121813778387361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131986442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99302465,0.00021346458,0.00009144713,0.00031015888,0.00014628888,0.00096989126,0.000006945997,0.00001450679,0.0052226423],"genre_scores_gemma":[0.9995365,0.0000020455393,0.000099204764,0.00003040672,0.000032798493,0.00000884218,7.818718e-7,0.000014783553,0.0002746338],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997299,0.00028224717,0.0006107597,0.000210104,0.0014110975,0.00018678779],"domain_scores_gemma":[0.99775165,0.00007680922,0.0002560664,0.00072048575,0.0010163047,0.0001787097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012747955,0.00011969708,0.0004951081,0.00039259813,0.000026529624,0.000004084117,0.00031827946,0.000045361958,0.00011666649],"category_scores_gemma":[0.0024845793,0.00006587137,0.0000853111,0.0016074076,0.0003481673,0.00007596117,0.00023911674,0.00019796961,0.00001118646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028359797,0.0027257996,0.9519273,0.0003120663,0.00020476578,2.5190292e-7,0.0009448291,0.0000050245185,0.038497582,0.00008211619,0.000092786606,0.002371504],"study_design_scores_gemma":[0.0051886896,0.0043979315,0.9325555,0.000033756325,0.000049564056,9.749097e-7,0.0071221204,0.00025617325,0.050265614,0.000026533988,0.000028946877,0.000074206044],"about_ca_topic_score_codex":0.001676716,"about_ca_topic_score_gemma":0.00006547612,"teacher_disagreement_score":0.019371804,"about_ca_system_score_codex":0.00007164022,"about_ca_system_score_gemma":0.00011741795,"threshold_uncertainty_score":0.2974453},"labels":[],"label_agreement":null},{"id":"W7132151151","doi":"","title":"Adherence to Therapy with continuous positive airway pressure in Patients with Obstructive Sleep Apnea","year":2023,"lang":"hr","type":"dissertation","venue":"University of Split School of Medicine Repository","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Sleep apnea; Positive airway pressure","score_opus":0.008045227572655788,"score_gpt":0.23925946167042642,"score_spread":0.23121423409777062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132151151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888783,0.00075740577,0.000075466174,0.00016077181,0.0005360631,0.0038777909,0.0001288871,0.0000544071,0.0055308808],"genre_scores_gemma":[0.9898965,0.00008462615,0.00067343406,0.000025259838,0.00020361996,0.0000050807625,0.00042747156,0.000119960736,0.008564095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939293,0.00038998868,0.0008894096,0.0013128871,0.0027160572,0.00076234044],"domain_scores_gemma":[0.9927001,0.00044762826,0.0013346602,0.0010161375,0.0037346426,0.0007668574],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004608613,0.0008065244,0.002196158,0.0015342351,0.00021114739,0.000013168296,0.00084635493,0.0005798577,0.00035293252],"category_scores_gemma":[0.00033746817,0.0006902033,0.00018355144,0.0016745025,0.0013779353,0.00031398004,0.00015118094,0.0014743746,0.00004768646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06498843,0.0012769065,0.87808925,0.0019321786,0.004196063,0.0010061149,0.026648529,0.00019675626,0.0068609957,0.00007448282,0.00036395874,0.014366347],"study_design_scores_gemma":[0.019255994,0.018350093,0.8862278,0.0061824056,0.0011183883,0.00001108848,0.06460466,0.00005958421,0.0035650656,0.0000063285024,0.00007307842,0.0005455448],"about_ca_topic_score_codex":0.007913036,"about_ca_topic_score_gemma":0.0003751156,"teacher_disagreement_score":0.04573243,"about_ca_system_score_codex":0.0005637876,"about_ca_system_score_gemma":0.00057580456,"threshold_uncertainty_score":0.99955493},"labels":[],"label_agreement":null},{"id":"W7132161900","doi":"","title":"The Impact of Orthognathic Surgery on Airway Function in Patients with Obstructive Sleep Apnea: A Scientific Literature Review","year":2025,"lang":"lt","type":"dissertation","venue":"Lithuanian University of Health Sciences","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Airway; Scientific literature; Systematic review; Obstructive sleep apnea","score_opus":0.016148042841606078,"score_gpt":0.2921978341212101,"score_spread":0.276049791279604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132161900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96887314,0.025152082,0.00002075174,0.0006186155,0.001132247,0.0026503932,0.00030840177,0.00001606908,0.0012283241],"genre_scores_gemma":[0.9936281,0.004776165,0.000074541065,0.000048051916,0.000023829169,0.0000026515609,0.00051027955,0.000016622465,0.0009197835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99375844,0.0011663918,0.0009165838,0.0011218692,0.0021420564,0.0008946378],"domain_scores_gemma":[0.99410903,0.0011182189,0.0017340584,0.0007092347,0.0020643,0.00026515598],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004627653,0.00046519778,0.0014264896,0.0018170483,0.0017615539,0.00008697706,0.0007897936,0.0002750809,0.00006716813],"category_scores_gemma":[0.0007848089,0.00031915386,0.0004235638,0.007315485,0.0021287869,0.0004545147,0.00010240904,0.0011073881,0.000008925863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005110218,0.00088994927,0.8275735,0.01669248,0.00041601373,0.000023885837,0.005982048,0.0000869944,0.000010691215,0.0004918497,0.0005492607,0.14217311],"study_design_scores_gemma":[0.0011007623,0.0029272824,0.9566634,0.032911353,0.00012537032,0.0000016257517,0.005625591,0.00017617943,0.000011114803,0.00004121218,0.0001815811,0.0002344998],"about_ca_topic_score_codex":0.0012025059,"about_ca_topic_score_gemma":0.0014567483,"teacher_disagreement_score":0.14193861,"about_ca_system_score_codex":0.0008027328,"about_ca_system_score_gemma":0.0036691516,"threshold_uncertainty_score":0.99992603},"labels":[],"label_agreement":null},{"id":"W7132493295","doi":"","title":"Lithuanian version of Calgary sleep apnea quality of life index- valid health related quality of life instrument","year":2009,"lang":"lt","type":"article","venue":"Lithuanian University of Health Sciences","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lithuanian; Health related quality of life; Quality of life (healthcare); Sleep apnea; Sleep quality; SF-36","score_opus":0.06876898441147647,"score_gpt":0.34509187277528874,"score_spread":0.27632288836381225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132493295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773605,0.0037273453,0.0006891463,0.013371705,0.00048205222,0.0015856379,0.00039230476,0.000044904613,0.0023463906],"genre_scores_gemma":[0.9959275,0.00062037265,0.0027267563,0.00048936653,0.000039667186,3.0148144e-7,0.000042705633,0.00001838109,0.00013493947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9858923,0.0038811176,0.0038526633,0.0012226602,0.0037416818,0.0014095672],"domain_scores_gemma":[0.98939764,0.0007950883,0.0058364565,0.0011899697,0.0011263505,0.0016545176],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.014272846,0.0005158775,0.0032218248,0.0012109544,0.0008759612,0.00001809414,0.0015428101,0.00044608902,0.0004965155],"category_scores_gemma":[0.001587889,0.00054571306,0.0005382084,0.0033346324,0.004818612,0.00058074086,0.000488353,0.00092202605,0.000018422399],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005890291,0.0038778784,0.8674815,0.010933767,0.0005411585,0.0000145752765,0.026566094,0.00014458821,0.002011239,0.013803938,0.0002913683,0.068443574],"study_design_scores_gemma":[0.0064876135,0.007748722,0.9480094,0.0009679268,0.000060276074,0.0000042310066,0.03290321,0.0023007893,0.00050100446,0.0004091513,0.00021204512,0.0003956784],"about_ca_topic_score_codex":0.07284729,"about_ca_topic_score_gemma":0.0010705105,"teacher_disagreement_score":0.08052783,"about_ca_system_score_codex":0.0008845557,"about_ca_system_score_gemma":0.0055712694,"threshold_uncertainty_score":0.9996994},"labels":[],"label_agreement":null},{"id":"W7132892312","doi":"","title":"Influence of Obstructive Sleep Apnea (OSA) on Rostral Fluid Shift, and the Pathophysiology on Asthma","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Lung Health Foundation; Reseau canadien de recherche respiratoire; University of Toronto","keywords":"Pathophysiology of asthma; Asthma; Airway; Obstructive sleep apnea; Pathophysiology; Airway resistance; Supine position; Exacerbation","score_opus":0.015203450951023155,"score_gpt":0.3306164831539852,"score_spread":0.315413032202962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132892312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992207,0.00051677896,0.000010313655,0.0014612896,0.0010726055,0.00265118,0.00012077541,0.00007497982,0.0018850901],"genre_scores_gemma":[0.9963417,0.0003529783,0.000052080428,0.00021315979,0.00046735315,0.00025453663,0.0003293864,0.00019794563,0.001790843],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99334186,0.0011016907,0.0010162048,0.0015944142,0.0017020112,0.0012438444],"domain_scores_gemma":[0.9932342,0.0033043833,0.0008659588,0.0014529693,0.0007256117,0.00041686013],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009547593,0.0010539775,0.0018627176,0.00071042625,0.00042785052,0.00005865107,0.0007279727,0.000907722,0.00018758117],"category_scores_gemma":[0.0032812704,0.0007819025,0.00042842608,0.0011790409,0.002441993,0.00012795851,0.0002651502,0.00255436,0.00046916681],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.14098594,0.001483218,0.0041597327,0.0056300675,0.0052998923,0.00093490316,0.22318746,0.010500735,0.41525713,0.061196648,0.00017244817,0.13119183],"study_design_scores_gemma":[0.011397895,0.0059948475,0.86226666,0.0012140556,0.00054659555,0.000021189082,0.046358313,0.002983433,0.06418169,0.0040135123,0.00005782592,0.0009639657],"about_ca_topic_score_codex":0.0009235842,"about_ca_topic_score_gemma":0.00009602818,"teacher_disagreement_score":0.858107,"about_ca_system_score_codex":0.00027926223,"about_ca_system_score_gemma":0.00020083613,"threshold_uncertainty_score":0.9997468},"labels":[],"label_agreement":null},{"id":"W7132966958","doi":"","title":"The Effects of Sleep-Related Breathing Disorders on Heart Rate Variability and Cardiac Arrhythmias During Sleep in Individuals Living with Spinal Cord Injury","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Heart rate variability; Spinal cord injury; Heart rate; Breathing; Sleep (system call); Prospective cohort study; Electrocardiography; Autonomic nervous system; Sleep apnea","score_opus":0.006557677321969437,"score_gpt":0.3105670926325398,"score_spread":0.30400941531057035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132966958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896025,0.0027316117,0.000032463424,0.0006256365,0.0012418311,0.004417882,0.000022215308,0.000053296182,0.0012725842],"genre_scores_gemma":[0.9973901,0.00089170225,0.00010563878,0.000013803282,0.0001090996,0.00029071688,0.00004649625,0.00011386052,0.0010386124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9919759,0.0028869596,0.0011126288,0.0014862826,0.0013045259,0.0012336702],"domain_scores_gemma":[0.9899236,0.007473152,0.0006843324,0.0011869665,0.0004118206,0.0003201131],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004210611,0.00096448173,0.00178382,0.00090291566,0.0007102466,0.00014570868,0.00035700455,0.00071374985,0.000037411854],"category_scores_gemma":[0.007848537,0.0007731724,0.0002758776,0.0017753394,0.000601562,0.00020895262,0.00030415313,0.0030493028,0.000008492143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01625976,0.0008652666,0.73744684,0.022079669,0.00424027,0.0001007753,0.027711635,0.00034202516,0.03120815,0.0011018415,0.000007447256,0.15863633],"study_design_scores_gemma":[0.0027526147,0.0044824313,0.9612136,0.01141477,0.00077466556,0.000009323922,0.010705,0.000701478,0.0071853064,0.00012445674,0.000019003546,0.00061737705],"about_ca_topic_score_codex":0.000991585,"about_ca_topic_score_gemma":0.0001412444,"teacher_disagreement_score":0.22376674,"about_ca_system_score_codex":0.00064868294,"about_ca_system_score_gemma":0.0003475013,"threshold_uncertainty_score":0.9994719},"labels":[],"label_agreement":null},{"id":"W7132985284","doi":"","title":"The influence of continuous positive airway pressure on cardiac autonomic regulation and ventricular repolarization in patients with congestive heart failure and obstructive sleep apnea","year":2004,"lang":"","type":"dissertation","venue":"TSpace","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Continuous positive airway pressure; Heart failure; Heart rate; Obstructive sleep apnea; Heart rate variability; Autonomic nervous system; Blood pressure; Apnea","score_opus":0.003172239394943794,"score_gpt":0.24641063638349953,"score_spread":0.24323839698855573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132985284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99264514,0.0015843323,0.00004076358,0.00036333586,0.00018206792,0.004927145,0.00011579487,0.000019769366,0.000121662335],"genre_scores_gemma":[0.9987821,0.000047087746,0.00017597155,0.000012482685,0.000056909503,0.000104217695,0.00055457075,0.00008266379,0.00018396876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959714,0.00057997566,0.0007339013,0.001103656,0.001025498,0.0005855761],"domain_scores_gemma":[0.99582744,0.000651118,0.0009990395,0.0005852836,0.001710123,0.00022697254],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049642293,0.0006513189,0.0010981183,0.00042385416,0.0003873202,0.00010696335,0.00015422824,0.00056954037,0.000009311997],"category_scores_gemma":[0.0009418278,0.0005204535,0.00009588317,0.0006793387,0.000842425,0.00034522417,0.00008799182,0.0010526122,0.0000033911228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009679218,0.00037020078,0.9432365,0.0006787464,0.0017098128,0.000033150194,0.019914165,0.012656775,0.004608269,0.002048646,0.0000041527283,0.005060373],"study_design_scores_gemma":[0.004778218,0.0020998537,0.97272,0.0013037343,0.00073172094,0.000008170366,0.00805067,0.00079029374,0.008962055,0.00008806125,0.000035257464,0.0004319088],"about_ca_topic_score_codex":0.0007522045,"about_ca_topic_score_gemma":0.0000847071,"teacher_disagreement_score":0.029483566,"about_ca_system_score_codex":0.0005390857,"about_ca_system_score_gemma":0.00025390185,"threshold_uncertainty_score":0.9997247},"labels":[],"label_agreement":null},{"id":"W7133021723","doi":"","title":"Acoustic Assessment of Sleep Apnea and Pharyngeal Airway","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vector Institute","funders":"","keywords":"Sleep apnea; Polysomnography; Airway; Sleep (system call); Breathing; Obstructive sleep apnea; Apnea; Respiratory sounds","score_opus":0.021426778054606858,"score_gpt":0.3893156003055656,"score_spread":0.36788882225095876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133021723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9453887,0.008590893,0.0037684583,0.0006535996,0.0019397426,0.0018903145,0.00006537676,0.000044409477,0.03765851],"genre_scores_gemma":[0.9810719,0.00088552915,0.0017571974,0.000041356172,0.0004733101,0.00009144038,0.0009862883,0.00015226303,0.014540743],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9946331,0.00040661194,0.0009052247,0.0012314866,0.0018972044,0.00092642],"domain_scores_gemma":[0.9958038,0.0006305684,0.00061442266,0.0009400979,0.0013849057,0.0006262331],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068977923,0.00075268734,0.0016682092,0.00055358076,0.00021048181,0.00007873444,0.00031828842,0.00064997637,0.0054006986],"category_scores_gemma":[0.00066308305,0.0007828866,0.00030239482,0.000831211,0.00042169017,0.00013883728,0.00025269444,0.0016976265,0.00004104204],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011863711,0.0017780258,0.023038661,0.015703643,0.0035810869,0.00093784917,0.021308059,0.00018762767,0.786276,0.000704192,0.00023243365,0.14506607],"study_design_scores_gemma":[0.015039467,0.0047099655,0.3800732,0.0031248939,0.00749972,0.00024161948,0.24102773,0.15902892,0.1859178,0.000066976994,0.0008760213,0.0023936892],"about_ca_topic_score_codex":0.000317816,"about_ca_topic_score_gemma":0.00013645603,"teacher_disagreement_score":0.6003582,"about_ca_system_score_codex":0.0003961551,"about_ca_system_score_gemma":0.0006743294,"threshold_uncertainty_score":0.9994622},"labels":[],"label_agreement":null},{"id":"W7133082730","doi":"","title":"Effect of orthodontic treatment on upper airways of youngsters and adults: systematic review","year":2022,"lang":"es","type":"article","venue":"Repositorio Institucional Universidad El Bosque","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Oral cavity; Limiting","score_opus":0.009293943571909886,"score_gpt":0.27554784161456686,"score_spread":0.266253898042657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133082730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9541804,0.03366766,0.000013259787,0.00037343256,0.0010399934,0.0050546937,0.00023908417,0.000032755117,0.0053986786],"genre_scores_gemma":[0.9958835,0.0033207408,0.000042610187,0.000041707124,0.00012275565,0.00009866589,0.00005341412,0.000041280815,0.00039531398],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9953782,0.0013315665,0.0008828197,0.00062600465,0.0014102029,0.00037120198],"domain_scores_gemma":[0.99707407,0.000931065,0.0006930625,0.00074065285,0.00030887805,0.00025224438],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008928187,0.00045420404,0.0017496427,0.0005036292,0.0002965506,0.000017351374,0.00029323617,0.000119441844,0.000077239354],"category_scores_gemma":[0.00046817557,0.00037484645,0.00045512305,0.0006104085,0.0002598609,0.00013843237,0.00027327018,0.0004185077,0.00001115936],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00624301,0.0015188358,0.02818016,0.92081314,0.0037760315,0.0012553008,0.0015368875,0.00016213077,0.0063433917,0.028232612,0.00013616086,0.0018023391],"study_design_scores_gemma":[0.034160573,0.09798841,0.013308436,0.740121,0.026572108,0.0030331016,0.004831378,0.0013950197,0.06912059,0.000019263185,0.007394022,0.002056083],"about_ca_topic_score_codex":0.00033982957,"about_ca_topic_score_gemma":0.000003462552,"teacher_disagreement_score":0.18069214,"about_ca_system_score_codex":0.0019232015,"about_ca_system_score_gemma":0.00028374064,"threshold_uncertainty_score":0.99987036},"labels":[],"label_agreement":null},{"id":"W7133088548","doi":"","title":"Enhancing Cognition by using Low-cost In-home Portable Sleep Equipment: A Feasibility Study","year":2019,"lang":"","type":"dissertation","venue":"TSpace","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Polysomnography; Obstructive sleep apnea; Sleep (system call); Sleep apnea; Cognition; Breathing; Gold standard (test)","score_opus":0.04253706199228675,"score_gpt":0.3964943411576215,"score_spread":0.35395727916533476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133088548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776931,0.0012509809,0.00061820465,0.00005422432,0.002038928,0.015091201,0.00009707032,0.00007657567,0.0030797394],"genre_scores_gemma":[0.9923207,0.00006352825,0.00012352582,0.000044599834,0.00025976595,0.00032498885,0.0022059788,0.00027316003,0.0043837307],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.98977447,0.0009082358,0.0018587305,0.0025408636,0.0027766132,0.0021410885],"domain_scores_gemma":[0.99494296,0.00048601767,0.0010594521,0.001561978,0.0012960855,0.000653526],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00285972,0.0012546957,0.002140928,0.001174156,0.00040741276,0.00023085285,0.0005442507,0.0008735504,0.0037261795],"category_scores_gemma":[0.0010996925,0.0014176961,0.00033339552,0.0019875616,0.00018676957,0.0006114942,0.00027829086,0.0026305579,0.0007813492],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0066387174,0.010966536,0.3102846,0.0055534663,0.0011797174,0.0004872064,0.05172699,0.0001493055,0.6041756,0.000010677272,0.000028204227,0.008798949],"study_design_scores_gemma":[0.034836,0.0031777264,0.20931274,0.006002596,0.003078818,0.000049055354,0.51154226,0.019206295,0.20918259,0.0000736806,0.00005598835,0.0034822775],"about_ca_topic_score_codex":0.0033751982,"about_ca_topic_score_gemma":0.0017194804,"teacher_disagreement_score":0.45981526,"about_ca_system_score_codex":0.0035323657,"about_ca_system_score_gemma":0.00074033777,"threshold_uncertainty_score":0.99999666},"labels":[],"label_agreement":null},{"id":"W7139483661","doi":"","title":"Associations between the physiological consequences of sleep apnea and cerebral small vessel disease in community dwelling adults","year":2025,"lang":"","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Fondation Leducq","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Sleep apnea; Disease; Risk factor; Pathological; Apnea; Neurology; Dementia","score_opus":0.03580136571466132,"score_gpt":0.295731090188632,"score_spread":0.25992972447397067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139483661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913953,0.0018785018,0.00011854717,0.001110288,0.00014458239,0.0011157332,0.000682999,0.000018567769,0.0035354919],"genre_scores_gemma":[0.99777204,0.00064713653,0.00022555208,0.00001035493,0.000049110502,0.0000015982134,0.00092772866,0.000014259096,0.0003522109],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964969,0.00157633,0.00041724567,0.00047783056,0.0005586772,0.00047300686],"domain_scores_gemma":[0.99613297,0.0015071585,0.00078415533,0.00063466636,0.00066463376,0.00027641378],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008665443,0.00037377374,0.0011598986,0.00013998213,0.00075865973,0.000018287561,0.00085396215,0.000444656,0.001072694],"category_scores_gemma":[0.00084635365,0.00037584573,0.00027965035,0.00031911186,0.0011546281,0.00027279335,0.00039775806,0.0013257463,0.0000030200267],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044499664,0.0012907499,0.82317066,0.0035969554,0.0018890995,0.00004462266,0.10326504,0.00015590312,0.0028516639,0.0013458056,0.000024079134,0.057915457],"study_design_scores_gemma":[0.0020060297,0.00033953448,0.850257,0.0007023677,0.00074121164,1.8063868e-7,0.1429028,0.0024967242,0.00016515143,0.00016322239,0.000003164219,0.00022264868],"about_ca_topic_score_codex":0.35918468,"about_ca_topic_score_gemma":0.09118784,"teacher_disagreement_score":0.26799682,"about_ca_system_score_codex":0.00062640687,"about_ca_system_score_gemma":0.00033205072,"threshold_uncertainty_score":0.99986935},"labels":[],"label_agreement":null},{"id":"W7140370154","doi":"10.1109/3ict68299.2025.11442042","title":"Comparative Analysis of Spectral and Bispectral Analyses for Obstructive Sleep Apnea Severity Classification","year":2025,"lang":"","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Obstructive sleep apnea; Sleep apnea; Polysomnography; Spectral analysis; Sleep (system call)","score_opus":0.08315572608284169,"score_gpt":0.4169176553160073,"score_spread":0.3337619292331656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7140370154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8825802,0.0015651988,0.08853536,0.0010170441,0.0003419256,0.0025497559,0.0005402171,0.000049129507,0.022821162],"genre_scores_gemma":[0.99122804,0.00008412847,0.007162973,0.000058663976,0.00010498686,0.00010061693,0.00019552054,0.000018941835,0.0010461211],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954454,0.0003785107,0.0013053074,0.0013043962,0.00071547145,0.00085097074],"domain_scores_gemma":[0.99537957,0.0013976388,0.00050086767,0.00085032877,0.0015362652,0.00033532528],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00064092234,0.000571441,0.0024572772,0.0029756194,0.00031420114,0.000094993695,0.0003399909,0.0003271772,0.00068703905],"category_scores_gemma":[0.00050576834,0.0005258393,0.00085998117,0.0067519047,0.0016146566,0.0003256392,0.00018199654,0.00054745685,0.0000057111124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007462221,0.0021265529,0.46285787,0.0014929431,0.124063365,0.0000121376015,0.005942977,0.0005554415,0.21958295,0.13896972,0.00023505597,0.03669877],"study_design_scores_gemma":[0.0019734378,0.00037377264,0.5698756,0.000028038383,0.015130008,0.000001676807,0.0092533585,0.33627057,0.06573633,0.0010592509,0.000049540566,0.00024841115],"about_ca_topic_score_codex":0.0004051126,"about_ca_topic_score_gemma":0.00048779615,"teacher_disagreement_score":0.33571512,"about_ca_system_score_codex":0.00059034413,"about_ca_system_score_gemma":0.0002111082,"threshold_uncertainty_score":0.9997193},"labels":[],"label_agreement":null},{"id":"W7143414371","doi":"10.1177/002013240104601206","title":"Static and Dynamic Pressure-Volume Curves Reflect Different Aspects of Respiratory System Mechanics in Experimental Acute Respiratory Distress Syndrome","year":2001,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Obstructive sleep apnea; Continuous positive airway pressure; Polysomnography; Randomized controlled trial; Airway; Ambulatory; Sleep apnea; Respiratory distress; Clinical trial","score_opus":0.02072391392506156,"score_gpt":0.32027245376930497,"score_spread":0.2995485398442434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7143414371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9526835,0.043691635,0.000060436792,0.000049577677,0.00022351171,0.0018055178,0.00025672594,0.00014205386,0.0010870111],"genre_scores_gemma":[0.99901634,0.000099565485,0.000034867484,0.00034559076,0.000053571606,0.00023180022,0.000036187674,0.0001267333,0.00005531718],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99516976,0.0006967145,0.0010042096,0.0009998219,0.001321032,0.0008084642],"domain_scores_gemma":[0.99755055,0.00013021825,0.0003397598,0.0011284334,0.00037775864,0.00047330058],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048590446,0.00056845427,0.0012065219,0.0006810378,0.0001430151,0.00004214322,0.0003729388,0.00029743495,0.000098896606],"category_scores_gemma":[0.0001620773,0.00053163536,0.00019565261,0.00066619425,0.00028886163,0.00025599595,0.00033396197,0.00069915294,0.00001734004],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025470534,0.0012088849,0.117582254,0.020884808,0.0015095847,0.011046129,0.0027422807,0.00005728312,0.83296496,0.0021563894,0.00031975954,0.0069806324],"study_design_scores_gemma":[0.02931772,0.019291662,0.528451,0.016226448,0.002350438,0.0013658317,0.029935446,0.0023164293,0.3514996,0.0001277047,0.01534909,0.0037686047],"about_ca_topic_score_codex":0.000038121387,"about_ca_topic_score_gemma":0.00010921828,"teacher_disagreement_score":0.48146537,"about_ca_system_score_codex":0.0012116213,"about_ca_system_score_gemma":0.00023093935,"threshold_uncertainty_score":0.99971354},"labels":[],"label_agreement":null},{"id":"W7161263857","doi":"10.2196/80349","title":"Artificial Intelligence Diagnosis of Obstructive Sleep Apnoea using Overnight Pulse Oximetry: A Systematic Review and Bayesian Meta-Analysis (Preprint)","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Sleep (system call); Bayesian probability; Sleep apnea; Pulse (music); Sleep apnea syndromes; Polysomnography","score_opus":0.12468533228124663,"score_gpt":0.44998722488794557,"score_spread":0.32530189260669895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161263857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3903756,0.34047925,0.22319458,0.036359735,0.0005301301,0.0073777745,0.00006099939,0.0000393369,0.0015825473],"genre_scores_gemma":[0.99561894,0.0026681095,0.0011983252,0.00020154245,0.00007763802,0.00006401842,0.0000018948665,0.000020899774,0.00014865953],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.988932,0.0022302414,0.0024916723,0.00049863773,0.005292235,0.0005551958],"domain_scores_gemma":[0.99179244,0.0033490774,0.00069914624,0.00074059976,0.002689534,0.0007291748],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015921926,0.00026773743,0.0034346874,0.0022943635,0.00007025387,0.00008607205,0.0010388901,0.0002802524,0.005226053],"category_scores_gemma":[0.027111586,0.0001754333,0.0013666393,0.003335394,0.00095113233,0.00017996109,0.000785476,0.0022886973,0.000009759996],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014580187,0.0026827452,0.024398962,0.32636064,0.60856646,0.0024584315,0.0016073184,0.000048748458,0.001072589,0.011891373,0.00053575455,0.018918943],"study_design_scores_gemma":[0.0013667864,0.002553926,0.00560192,0.066183545,0.74224526,0.0019000566,0.0053408197,0.099135794,0.06438928,0.010405078,0.000086483524,0.0007910259],"about_ca_topic_score_codex":0.0004029787,"about_ca_topic_score_gemma":0.000057083922,"teacher_disagreement_score":0.60524327,"about_ca_system_score_codex":0.00045628892,"about_ca_system_score_gemma":0.00032231936,"threshold_uncertainty_score":0.9956833},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"meta_analysis","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W7161768113","doi":"10.82308/42411","title":"Evaluation of measures used for diagnosis of obstructive sleep apnea in children","year":2008,"lang":"en","type":"dissertation","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Polysomnography; Pulse oximetry; Pulse rate; Sleep apnea; Sleep (system call); Autonomic nervous system; Heart rate variability","score_opus":0.04448341252510148,"score_gpt":0.3565935620279001,"score_spread":0.31211014950279864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161768113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916228,0.0008798688,0.00006082012,0.000022393815,0.0001624836,0.004431315,0.0001120943,0.000015114955,0.0026930987],"genre_scores_gemma":[0.9963873,0.0000713411,0.00077768596,0.000003847464,0.00007491222,0.000972823,0.0015038208,0.00006157266,0.00014671669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99591327,0.00021543921,0.00073574885,0.0004501018,0.002411569,0.00027388538],"domain_scores_gemma":[0.9952605,0.0002981673,0.000428263,0.00039075824,0.0035421469,0.000080176054],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011473958,0.00027107194,0.0008542769,0.00083698926,0.00003182931,0.000004128594,0.00017177127,0.0003840624,0.00026179163],"category_scores_gemma":[0.002432999,0.00024878563,0.00027656517,0.00048454924,0.000109665474,0.00008634585,0.000017258115,0.0002880639,0.0000030733138],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001143346,0.00076696137,0.75525427,0.00062053185,0.0017629277,0.0000014290753,0.0026939295,0.000090015856,0.008366414,0.00020617011,0.000067570385,0.22902644],"study_design_scores_gemma":[0.004626077,0.00032136255,0.7421601,0.00014301536,0.00089947897,0.0000047003664,0.0012362052,0.0010646497,0.2490266,0.00034936608,0.000004612001,0.00016382999],"about_ca_topic_score_codex":0.00052233355,"about_ca_topic_score_gemma":0.0006511558,"teacher_disagreement_score":0.24066018,"about_ca_system_score_codex":0.0003453442,"about_ca_system_score_gemma":0.0003144886,"threshold_uncertainty_score":0.9999964},"labels":[],"label_agreement":null},{"id":"W7161836500","doi":"10.82308/6699","title":"Maternal Sleep-Disordered Breathing in Pregnancy and Relationship with Child Head Circumference","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pregnancy; Cohort; Gestational age; Body mass index; Head circumference; Cohort study; Polysomnography; Breathing","score_opus":0.02245362368114542,"score_gpt":0.31305234478565935,"score_spread":0.29059872110451396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161836500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86377186,0.0018548479,0.00019301534,0.0003207852,0.00012336198,0.0011039983,0.000012390062,0.000065616114,0.13255413],"genre_scores_gemma":[0.98302186,0.00009614512,0.00086632284,0.000021425909,0.000029295275,0.00010498697,0.0004290189,0.000036301743,0.015394642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983541,0.000061483006,0.0003201319,0.00052016,0.00043606307,0.0003080773],"domain_scores_gemma":[0.9992197,0.000115848816,0.000091131194,0.00030506353,0.00016418031,0.000104083316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010394919,0.0002665234,0.00042387066,0.00057041756,0.00010750329,0.000056482786,0.00011017426,0.00027411457,0.00017185954],"category_scores_gemma":[0.00018297441,0.00021962509,0.000039510942,0.00042073542,0.000040951574,0.00013080082,0.00003007129,0.00092049653,0.000010740937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005711344,0.000106271546,0.94288176,0.0020861593,0.000120935416,0.00014619449,0.0010243389,0.0000031998254,0.00009125282,0.0034715955,0.000005180767,0.049491994],"study_design_scores_gemma":[0.002094258,0.00013768412,0.9881368,0.0070086406,0.000086414606,0.00006998212,0.0010040625,0.0003280717,0.00038382784,0.0005344738,0.000013178632,0.00020258612],"about_ca_topic_score_codex":0.0010080781,"about_ca_topic_score_gemma":0.0050036954,"teacher_disagreement_score":0.11925001,"about_ca_system_score_codex":0.0001233714,"about_ca_system_score_gemma":0.00011563267,"threshold_uncertainty_score":0.8956051},"labels":[],"label_agreement":null},{"id":"W7161957922","doi":"10.82308/47597","title":"The effect of obstructive sleep apnea on sleep architecture and cognition in Parkinson’s disease","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Obstructive sleep apnea; Cognitive disorder; Polysomnography; Sleep (system call); Cognitive impairment; Sleep disorder","score_opus":0.006941036128795988,"score_gpt":0.2806717967452015,"score_spread":0.2737307606164055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161957922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855996,0.0017801475,0.000023783825,0.00024119978,0.00036947653,0.0017838897,0.00006395079,0.000027200571,0.01011078],"genre_scores_gemma":[0.9970985,0.00010190604,0.000064826316,0.000031832828,0.00012722152,0.00026551148,0.0013127805,0.000064470965,0.00093294313],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973681,0.00041405743,0.00040039845,0.0006291824,0.00080938893,0.00037889817],"domain_scores_gemma":[0.9976654,0.001222172,0.00017828228,0.0004531915,0.00023465208,0.00024630997],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003299669,0.00039860565,0.00064683746,0.00036606114,0.000119232616,0.00004243103,0.0001337273,0.0002677735,0.00012858244],"category_scores_gemma":[0.0012214507,0.00025641106,0.00019340345,0.00040823803,0.00019224337,0.000041941523,0.00004742532,0.0010186437,0.000009295433],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026175437,0.00023880028,0.05542749,0.00342002,0.00095456373,0.0005077466,0.0013753946,0.00003134752,0.005733018,0.0005445669,0.000034905137,0.9055567],"study_design_scores_gemma":[0.0052906075,0.0015694167,0.9357825,0.0008374117,0.0007663336,0.000024856856,0.0026909728,0.0009436874,0.05027341,0.00081088685,0.00058253115,0.00042740913],"about_ca_topic_score_codex":0.0000582429,"about_ca_topic_score_gemma":0.0004436665,"teacher_disagreement_score":0.9051293,"about_ca_system_score_codex":0.00012535026,"about_ca_system_score_gemma":0.00005587746,"threshold_uncertainty_score":0.9999888},"labels":[],"label_agreement":null},{"id":"W7161991510","doi":"10.82308/32468","title":"A portable monitor for automated, on-line cardiorespiratory state classification /","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cardiorespiratory fitness; Apnea; Gold standard (test); Ventilation (architecture); Remote patient monitoring","score_opus":0.04542463942526304,"score_gpt":0.3749627638990731,"score_spread":0.3295381244738101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161991510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84527344,0.00077151356,0.0013686375,0.00033472263,0.0025660088,0.008510943,0.00077739265,0.002037934,0.13835943],"genre_scores_gemma":[0.7405407,0.000039980103,0.0040492043,0.00020953787,0.0015506522,0.0020058772,0.02214122,0.00041860354,0.22904423],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99744964,0.000045577195,0.0005547673,0.00064991566,0.0008122181,0.00048786247],"domain_scores_gemma":[0.9978943,0.00011886176,0.00024045561,0.0005866229,0.0009703321,0.00018945229],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029122736,0.0003686577,0.00061642984,0.0004927727,0.00012046704,0.000051277588,0.00014258541,0.0003830541,0.00011766099],"category_scores_gemma":[0.00018564188,0.000322503,0.00027302405,0.00028362044,0.000042709293,0.000075479606,0.000010062898,0.0004270622,0.00016982517],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017872658,0.0034636103,0.013461246,0.010041146,0.004221524,0.00042242947,0.0006069772,0.001153423,0.22150792,0.0037288773,0.27499148,0.4485287],"study_design_scores_gemma":[0.01745026,0.0060224277,0.40269992,0.0010380743,0.0019751468,0.000037158337,0.003093063,0.13936149,0.3136066,0.0006530317,0.11138377,0.00267908],"about_ca_topic_score_codex":0.00016286159,"about_ca_topic_score_gemma":0.00011997447,"teacher_disagreement_score":0.44584963,"about_ca_system_score_codex":0.0004142311,"about_ca_system_score_gemma":0.00025991804,"threshold_uncertainty_score":0.9999227},"labels":[],"label_agreement":null},{"id":"W7165455478","doi":"10.82308/55636","title":"Risk of obstructive sleep apnea in Parkinson’s disease","year":2025,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Obstructive sleep apnea; Polysomnography; Disease; Population; Sleep apnea; Cohort; Sleep study; Cohort study; Prospective cohort study","score_opus":0.02348249366310345,"score_gpt":0.3414030532582622,"score_spread":0.31792055959515875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7165455478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9204137,0.00054181466,0.000008394439,0.00005621205,0.0003960717,0.0020560734,0.0004814821,0.0000015971981,0.07604466],"genre_scores_gemma":[0.9793499,0.00006809669,0.002207174,0.0000075099756,0.00007335545,0.00016433188,0.0018189414,0.000044228484,0.01626645],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99764234,0.0001789589,0.00055634143,0.0007160616,0.00056640175,0.0003398791],"domain_scores_gemma":[0.9982129,0.00018729326,0.00034194964,0.0006663853,0.000357027,0.00023449936],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003510367,0.00030476323,0.0007740161,0.0005698977,0.000053415788,0.000049189846,0.0005431899,0.00027120375,0.0025204595],"category_scores_gemma":[0.0010327252,0.0002939398,0.00017603904,0.0006010128,0.00007680199,0.00013595774,0.00017756302,0.00077894225,0.000120861536],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005906983,0.00046545747,0.15872306,0.0005360639,0.00057731476,0.00026029744,0.0018881867,0.000013849709,0.0006757457,0.000040869792,0.000054975648,0.8308572],"study_design_scores_gemma":[0.0030938482,0.00013873489,0.9700574,0.00068869203,0.0007581202,0.0000020854004,0.004091352,0.00065556605,0.010535514,0.00035710513,0.009290591,0.00033097196],"about_ca_topic_score_codex":0.0004954833,"about_ca_topic_score_gemma":0.0011572755,"teacher_disagreement_score":0.83052623,"about_ca_system_score_codex":0.00025855534,"about_ca_system_score_gemma":0.0004428325,"threshold_uncertainty_score":0.9999513},"labels":[],"label_agreement":null},{"id":"W777927751","doi":"10.5664/jcsm.4928","title":"Consider the Kidney when Managing Obstructive Sleep Apnea","year":2015,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Calgary","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Sleep apnea; Intensive care medicine; Internal medicine; Computer science","score_opus":0.10419757221153593,"score_gpt":0.4117237408715994,"score_spread":0.3075261686600635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W777927751","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013182504,0.0031684693,0.0011337025,0.9668854,0.009741188,0.0010787891,0.00003119133,0.00004902821,0.016594004],"genre_scores_gemma":[0.011733036,0.00036489574,0.0022122317,0.89120567,0.09092647,0.000019938689,0.00011641526,0.00027338578,0.0031479362],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9853358,0.0018674912,0.005320206,0.00086885045,0.0054084286,0.0011992053],"domain_scores_gemma":[0.9808844,0.006818048,0.004042343,0.0016557727,0.0047171386,0.0018823439],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0107407,0.000903177,0.004380719,0.0007920712,0.00019403541,0.0000686587,0.0015177015,0.0017900527,0.0026736776],"category_scores_gemma":[0.039801616,0.000483995,0.0013510793,0.0005921509,0.0033526628,0.00028345338,0.00045244308,0.017910562,0.00020993898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011767477,0.00013884675,0.0047937236,0.00030675292,0.0030887458,0.009016812,0.0004495492,0.0000025620955,0.000016273516,0.00005620853,0.9065135,0.07444026],"study_design_scores_gemma":[0.011969445,0.0031513653,0.0039414032,0.001002454,0.0037490504,0.004604479,0.00075078325,0.0004548728,0.000016296475,0.009778982,0.9601156,0.00046524237],"about_ca_topic_score_codex":0.00005654978,"about_ca_topic_score_gemma":0.0000033317692,"teacher_disagreement_score":0.08118528,"about_ca_system_score_codex":0.000503483,"about_ca_system_score_gemma":0.00086555793,"threshold_uncertainty_score":0.99976116},"labels":[],"label_agreement":null},{"id":"W79463517","doi":"10.1155/2007/342618","title":"Symposium on Obesity and Asthma –November 2, 2006","year":2007,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Université Laval; Christie (Canada); Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Asthma; Obesity; Internal medicine","score_opus":0.019656155844017087,"score_gpt":0.28493060690649813,"score_spread":0.26527445106248104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W79463517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95953846,0.00047390675,0.00008115098,0.0011572471,0.00030531792,0.00019382915,0.000014840579,0.00001327664,0.038221978],"genre_scores_gemma":[0.99339914,0.000008292832,0.00012653804,0.0049229763,0.0008277763,0.0000014028044,0.0000013679972,0.000033101373,0.0006794076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982845,0.0000674721,0.000262924,0.00023205458,0.00045169814,0.00070133153],"domain_scores_gemma":[0.9970174,0.0000652546,0.00006462849,0.0002396474,0.0002547988,0.002358303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011315753,0.00015412304,0.00020182725,0.0006810092,0.00032587297,0.000074275624,0.000109128225,0.00014338111,0.0007208821],"category_scores_gemma":[0.00017239286,0.00013942276,0.00006941657,0.0002323533,0.00016225455,0.0001030393,0.000019898749,0.00087955955,0.0001316404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047045219,0.00014313623,0.852718,0.00006270294,0.00020655383,0.012295968,0.00026019796,0.0000068517884,0.022308797,0.0026113703,0.018559922,0.090356074],"study_design_scores_gemma":[0.0015930312,0.00056910526,0.74879813,0.000056371468,0.000020682475,0.0014785244,0.00015041344,0.00001320373,0.0038322539,0.00009536202,0.2432079,0.00018502011],"about_ca_topic_score_codex":0.0015366352,"about_ca_topic_score_gemma":0.026973452,"teacher_disagreement_score":0.22464798,"about_ca_system_score_codex":0.0008703137,"about_ca_system_score_gemma":0.00056211697,"threshold_uncertainty_score":0.9907817},"labels":[],"label_agreement":null},{"id":"W810624791","doi":"10.1007/s00467-015-3155-x","title":"Sleep-disordered breathing in children with chronic kidney disease","year":2015,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Interquartile range; Kidney disease; Cohort; Epworth Sleepiness Scale; Obstructive sleep apnea; Dialysis; Physical therapy; Pediatrics; Sleep apnea; Central sleep apnea; Population; Internal medicine; Polysomnography; Apnea","score_opus":0.012741412721929324,"score_gpt":0.2674555451284847,"score_spread":0.2547141324065554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W810624791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99351317,0.0017833597,0.00032183153,0.0028721378,0.00009297309,0.00083837716,0.000019586376,0.000091396054,0.00046716072],"genre_scores_gemma":[0.99706984,0.000067800145,0.0006274894,0.0008685926,0.0010592109,0.000088614324,0.00009341389,0.000047687547,0.0000773573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795556,0.00014836491,0.00026128822,0.00050493027,0.0004477711,0.0006820659],"domain_scores_gemma":[0.9982756,0.000061222614,0.0000763358,0.00045220353,0.00013751988,0.0009971245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031041223,0.00021846022,0.00036743065,0.00052416726,0.000046285855,0.000015023816,0.00019147903,0.00012610642,0.00019913436],"category_scores_gemma":[0.0004357972,0.00018130147,0.000057287936,0.0007984469,0.00015005964,0.0001276436,0.0001396351,0.00050866016,0.00017704921],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008230844,0.00021850738,0.9944542,0.000043167995,0.000083066196,0.00021702966,0.00012653417,0.00006243264,0.000049817052,0.00009450422,0.00079019845,0.003037439],"study_design_scores_gemma":[0.009463967,0.000851311,0.9859119,0.000004109232,0.0002784353,0.00026969652,0.000026034142,0.001626052,0.000014004628,0.00031675072,0.0010163607,0.00022135036],"about_ca_topic_score_codex":0.0002952217,"about_ca_topic_score_gemma":0.00004934238,"teacher_disagreement_score":0.008640883,"about_ca_system_score_codex":0.00033662512,"about_ca_system_score_gemma":0.0006194656,"threshold_uncertainty_score":0.73932594},"labels":[],"label_agreement":null},{"id":"W81278584","doi":"10.1093/sleep/27.5.923","title":"Using a Wrist-Worn Device Based on Peripheral Arterial Tonometry to Diagnose Obstructive Sleep Apnea: In-Laboratory and Ambulatory Validation","year":2004,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":176,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"Respiratory disturbance index; Polysomnography; Medicine; Obstructive sleep apnea; Sleep medicine; Ambulatory; Receiver operating characteristic; Concordance; Hypopnea; Physical therapy; Apnea; Internal medicine; Sleep disorder; Insomnia","score_opus":0.02509782358564498,"score_gpt":0.31251544350983396,"score_spread":0.28741761992418896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W81278584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948692,0.00011561892,0.002616442,0.00038245096,0.0005134686,0.0010161414,0.00004072318,0.00006111476,0.00038483887],"genre_scores_gemma":[0.9923131,0.0000016004012,0.006419824,0.00070097,0.0003903022,0.000076025746,0.000030213598,0.00006332318,0.000004669353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99765897,0.00014595733,0.000391181,0.000680871,0.0005788656,0.0005441803],"domain_scores_gemma":[0.9987082,0.00010261362,0.00009573179,0.0004590443,0.00023685297,0.00039757122],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033389992,0.00031101116,0.00042856674,0.0006456195,0.00013444608,0.000075455595,0.00012811414,0.00017701146,0.00017353604],"category_scores_gemma":[0.000409803,0.00032268127,0.00007047461,0.0009961507,0.00016762645,0.00025797673,0.00009127225,0.00041384407,0.00004240953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00877597,0.0025924565,0.57383496,0.00056886015,0.0003804635,0.0011525025,0.0051503927,0.028858768,0.29404595,0.0012037018,0.000031136762,0.08340483],"study_design_scores_gemma":[0.017954795,0.0015509212,0.8856075,0.00031747663,0.00019857449,0.000045224828,0.0017537676,0.023426529,0.067217074,0.000287386,0.0006217515,0.0010189973],"about_ca_topic_score_codex":0.00012492698,"about_ca_topic_score_gemma":0.000044392076,"teacher_disagreement_score":0.31177256,"about_ca_system_score_codex":0.0013006637,"about_ca_system_score_gemma":0.0001264536,"threshold_uncertainty_score":0.9999225},"labels":[],"label_agreement":null},{"id":"W814012870","doi":"10.5664/jcsm.4858","title":"Clinical Practice Guideline for the Treatment of Obstructive Sleep Apnea and Snoring with Oral Appliance Therapy: An Update for 2015","year":2015,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":871,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Guideline; Oral appliance; Clinical Practice; Sleep apnea; Sleep (system call); Polysomnography; Apnea; Intensive care medicine; Physical therapy; Anesthesia","score_opus":0.2608581128397306,"score_gpt":0.5610431999473282,"score_spread":0.3001850871075976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W814012870","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024944823,0.96798056,0.018995749,0.0049277786,0.0018650794,0.0057699364,0.000105406354,0.000016558346,0.0000894784],"genre_scores_gemma":[0.000105893596,0.92074996,0.0686693,0.00051789684,0.009460761,0.00019970255,0.000089040994,0.00015310693,0.000054356016],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98827934,0.0010762726,0.0075489744,0.0008440309,0.001617665,0.00063370005],"domain_scores_gemma":[0.96856576,0.016214216,0.0070188562,0.0010766739,0.0059308335,0.0011936305],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.017057654,0.00080512,0.008030585,0.00028554097,0.00013522667,0.000029830808,0.00068177964,0.00070096285,0.000045311586],"category_scores_gemma":[0.01202902,0.00035741978,0.0013611887,0.00046824038,0.0016496202,0.00033159333,0.0000755577,0.0015287503,0.000002834399],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0129170595,0.0019540698,0.0003889898,0.0014213332,0.005936564,0.0000895107,0.00011296861,0.000004075342,4.7826256e-7,0.000077767545,0.0016786492,0.9754185],"study_design_scores_gemma":[0.024086947,0.051186018,0.00016751733,0.0021421937,0.012704625,0.0007847755,0.0005325313,0.00069395575,0.0000016065268,0.0001658806,0.9072423,0.0002916308],"about_ca_topic_score_codex":0.000021720882,"about_ca_topic_score_gemma":0.0000095812175,"teacher_disagreement_score":0.9751269,"about_ca_system_score_codex":0.0002615281,"about_ca_system_score_gemma":0.00078174734,"threshold_uncertainty_score":0.99988776},"labels":[],"label_agreement":null},{"id":"W834673922","doi":"10.71781/25882","title":"Rhythmic Masticatory Muscle Activity during Sleep: Etiology and Clinical Perspectives","year":2012,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Réseau de Recherche en Santé Buccodentaire et Osseuse","keywords":"Rhythm; Etiology; Sleep (system call); Medicine; Physical medicine and rehabilitation; Masticatory force; Psychology; Dentistry; Internal medicine; Computer science","score_opus":0.010659466645819356,"score_gpt":0.24719925587985928,"score_spread":0.23653978923403993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W834673922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97314703,0.010066847,0.000036551006,0.000172759,0.00076465175,0.000549874,0.000028788441,0.00010393645,0.0151295485],"genre_scores_gemma":[0.9875114,0.00056470296,0.00025981767,0.000013193749,0.000539351,0.000025287502,0.00011257401,0.00004706409,0.01092661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974926,0.00024627938,0.00034119547,0.0007919985,0.0005821746,0.0005457145],"domain_scores_gemma":[0.99814904,0.00020258539,0.00028322786,0.00044279607,0.0003401977,0.0005821262],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002786806,0.00038651106,0.0006165361,0.00041328676,0.0026111908,0.000021589223,0.00016851391,0.0006966107,0.0001237381],"category_scores_gemma":[0.0002382508,0.00042036176,0.00032191872,0.0001971767,0.0006357927,0.00026272322,0.00018921259,0.0011491259,0.00006166772],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017965838,0.002473671,0.497328,0.0017147845,0.0045188977,0.00883421,0.045947727,0.000044124285,0.3539304,0.010017471,0.00014430049,0.057080545],"study_design_scores_gemma":[0.0019101753,0.00017058475,0.97129166,0.00009682776,0.00058997236,0.0012007691,0.019271806,0.00021178296,0.0036511663,0.000028177305,0.0012283671,0.0003487397],"about_ca_topic_score_codex":0.0023139082,"about_ca_topic_score_gemma":0.0009779682,"teacher_disagreement_score":0.47396362,"about_ca_system_score_codex":0.0043807267,"about_ca_system_score_gemma":0.0006405788,"threshold_uncertainty_score":0.9998248},"labels":[],"label_agreement":null},{"id":"W83904107","doi":"10.1155/2012/631803","title":"Position Paper by Canadian Dental Sleep Medicine Professionals Regarding the Role of Different Health Care Professionals in Managing Obstructive Sleep Apnea and Snoring with Oral Appliances","year":2012,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Maple Leaf Foods; Institute of Population and Public Health; Institut universitaire de cardiologie et de pneumologie de Québec; Western University; Queen's University; Horizon Health Network; University of British Columbia; Université Laval; Université de Montréal; Centre de Santé et de Services Sociaux de Chicoutimi","funders":"","keywords":"Medicine; Sleep medicine; Obstructive sleep apnea; Oral appliance; Continuous positive airway pressure; Polysomnography; Position paper; MEDLINE; Sleep apnea; Sleep (system call); Positive airway pressure; Physical therapy; Intensive care medicine; Sleep disorder; Apnea; Psychiatry; Insomnia; Internal medicine","score_opus":0.015470567102525031,"score_gpt":0.30238974518286427,"score_spread":0.28691917808033923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W83904107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773273,0.015223674,0.00001770103,0.0049240547,0.00028736473,0.00095618534,0.000052352687,0.000007620169,0.001203787],"genre_scores_gemma":[0.9970309,0.000014104035,0.00008886346,0.0023524975,0.00037042671,0.000055131957,0.000022621332,0.00004303768,0.000022381788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969622,0.00042345043,0.00052375614,0.00029238017,0.0007250803,0.0010731234],"domain_scores_gemma":[0.9970947,0.000098355835,0.0002687851,0.00023429372,0.00026410597,0.002039785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000895583,0.00027670505,0.0005068317,0.0007428301,0.000737902,0.000035461788,0.00020700789,0.00012509922,0.00017533795],"category_scores_gemma":[0.00007158826,0.00017394543,0.000053037627,0.00038744096,0.0003241759,0.0003994767,0.000044595992,0.0010293782,0.0000022405236],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002223967,0.000050597664,0.87632686,0.00017827106,0.00019106214,0.00011518998,0.00838012,0.0000025337083,0.0024692025,0.0007608327,0.00037549375,0.11092743],"study_design_scores_gemma":[0.004474312,0.00073010114,0.7871362,0.0019227634,0.0001289793,0.0008844913,0.19502527,0.00015852571,0.0031789388,0.00019257866,0.0056547127,0.00051311543],"about_ca_topic_score_codex":0.06790903,"about_ca_topic_score_gemma":0.4288995,"teacher_disagreement_score":0.36099046,"about_ca_system_score_codex":0.0023784984,"about_ca_system_score_gemma":0.0008452204,"threshold_uncertainty_score":0.93829787},"labels":[],"label_agreement":null},{"id":"W839677086","doi":"","title":"Frequency of Obstructive Sleep Apnea in Open-Angle Glaucoma using the STOP-BANG Questionnaire.","year":2015,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Obstructive sleep apnea; Open angle glaucoma; Medicine; Ophthalmology; Glaucoma; Optometry; Audiology; Anesthesia","score_opus":0.08728756886540304,"score_gpt":0.39553796562497784,"score_spread":0.3082503967595748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W839677086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951623,0.00020955846,0.000053256703,0.00060412375,0.00036445883,0.0010532908,0.000008510807,0.000020603742,0.0025238735],"genre_scores_gemma":[0.9932633,4.3424654e-7,0.0064251954,0.00011733709,0.00007547663,0.000058087535,0.0000033396807,0.000023743662,0.00003309745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99623686,0.00063728966,0.00054878625,0.00080159155,0.0010320471,0.00074340723],"domain_scores_gemma":[0.9972312,0.00023183571,0.000312213,0.0005604942,0.0011369371,0.0005273534],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002542744,0.00027459292,0.0005396693,0.0004630661,0.00031034602,0.00006576831,0.0012716434,0.0001495272,0.000060516253],"category_scores_gemma":[0.0043198806,0.00020287406,0.00006445579,0.003090913,0.011970611,0.0008706768,0.0009279633,0.0006147535,0.000022930313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000647744,0.00016801247,0.5892974,0.000014641305,0.000026084786,0.00024378994,0.0028344023,0.00001983442,0.40529156,0.0016005337,0.0000023335367,0.00043661243],"study_design_scores_gemma":[0.0012610878,0.0007898941,0.7214217,0.00010794952,0.000031298932,0.0009467616,0.0041015195,0.0050803046,0.24232066,0.0237293,0.0000016517079,0.00020783418],"about_ca_topic_score_codex":0.0026876195,"about_ca_topic_score_gemma":0.00003630086,"teacher_disagreement_score":0.16297089,"about_ca_system_score_codex":0.0008337832,"about_ca_system_score_gemma":0.0011547204,"threshold_uncertainty_score":0.99071825},"labels":[],"label_agreement":null},{"id":"W85464403","doi":"10.1159/000457147","title":"An Evaluation of Theophylline for Idiopathic Apnea of Infancy","year":2017,"lang":"en","type":"article","venue":"Developmental Pharmacology and Therapeutics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Theophylline; Apnea; Medicine; Anesthesia; Periodic breathing; Heart rate; Internal medicine; Blood pressure","score_opus":0.07979532347883374,"score_gpt":0.4271121021199249,"score_spread":0.3473167786410912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W85464403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976475,0.00043421276,0.00025427702,0.00020345743,0.00018162186,0.00069952646,0.000016978656,0.0000062577037,0.00055617344],"genre_scores_gemma":[0.99774975,0.00005448501,0.0019166444,0.00013529,0.000060520564,0.00004532167,0.000012996047,0.0000118473545,0.000013131789],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916637,0.00008303242,0.00022707225,0.00014864083,0.00023608212,0.00013882447],"domain_scores_gemma":[0.99917895,0.000047962178,0.00017253443,0.00012673404,0.0004204378,0.000053379365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009919971,0.00008762499,0.00022100909,0.00007420848,0.00014684872,0.000005388419,0.00012541098,0.00008054173,0.0000698651],"category_scores_gemma":[0.000036370413,0.00007610144,0.000029665038,0.000034875222,0.00036013089,0.000066129214,0.000043036427,0.000102083875,0.0000011179504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011010594,0.0002793399,0.12954707,0.00016827845,0.00047317686,0.0000017006115,0.0008635302,0.0000023682037,0.62846136,0.000444803,0.0000031534476,0.23865412],"study_design_scores_gemma":[0.005907991,0.00046837068,0.34193438,0.00001831313,0.00041354488,0.000016885817,0.00023228953,0.005952919,0.6430051,0.0018365809,0.00012833768,0.00008532803],"about_ca_topic_score_codex":0.0000028968175,"about_ca_topic_score_gemma":0.0000019233394,"teacher_disagreement_score":0.2385688,"about_ca_system_score_codex":0.000020997632,"about_ca_system_score_gemma":0.00014261951,"threshold_uncertainty_score":0.31033266},"labels":[],"label_agreement":null},{"id":"W86149107","doi":"10.1093/sleep/32.10.1355","title":"Determinants of Ventilatory Instability in Obstructive Sleep Apnea: Inherent or Acquired?","year":2009,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Manitoba; Foothills Medical Centre; University of Calgary","funders":"Canadian Institutes of Health Research; University of Calgary","keywords":"Obstructive sleep apnea; Hypercapnia; Arousal; Medicine; Airway; Apnea; Anesthesia; Control of respiration; Continuous positive airway pressure; Respiratory system; Hypoxia (environmental); Breathing; Cardiology; Internal medicine; Psychology; Neuroscience; Oxygen","score_opus":0.028920300039584096,"score_gpt":0.32502034861172313,"score_spread":0.296100048572139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W86149107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962608,0.0002606557,0.00004834747,0.00010328798,0.000262274,0.0009412378,0.000016726839,0.000045087458,0.0020615456],"genre_scores_gemma":[0.9990341,0.0000074966397,0.00066063134,0.00007636113,0.00008458894,0.0000329033,0.00000816699,0.000026313732,0.00006944804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742085,0.00010902692,0.0006885802,0.00053698657,0.0006700894,0.0005744554],"domain_scores_gemma":[0.998581,0.000073353454,0.00017856843,0.00069581857,0.00024247215,0.00022878619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004003658,0.00026178797,0.0006626138,0.0003483506,0.000050432947,0.0000115636485,0.000252612,0.00018503839,0.0005038594],"category_scores_gemma":[0.00039518162,0.0002167794,0.00016399444,0.00067609485,0.00031338335,0.00021194412,0.00012145983,0.00030450986,0.00004074692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019267538,0.00090925465,0.6787662,0.00017905193,0.000043556578,0.00023230759,0.00084266375,0.000008763321,0.011542316,0.00013130285,0.000008365039,0.30540943],"study_design_scores_gemma":[0.0028268192,0.00085336127,0.9542564,0.000079325895,0.000049027374,0.000044882298,0.0005556595,0.001527138,0.038935725,0.00054508774,0.00013303409,0.00019352497],"about_ca_topic_score_codex":0.000049070706,"about_ca_topic_score_gemma":0.000118334836,"teacher_disagreement_score":0.30521592,"about_ca_system_score_codex":0.0004046047,"about_ca_system_score_gemma":0.00007803341,"threshold_uncertainty_score":0.8840007},"labels":[],"label_agreement":null},{"id":"W88226756","doi":"10.1093/sleep/27.7.1337","title":"Provocation of Ventricular Ectopy by Cheyne-Stokes Respiration in Patients with Heart Failure","year":2004,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; ResMed","keywords":"Cheyne–Stokes respiration; Medicine; Cardiology; Internal medicine; Heart failure; Anesthesia","score_opus":0.005830307464535661,"score_gpt":0.24390724290284557,"score_spread":0.2380769354383099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W88226756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974311,0.000055608285,0.00038720205,0.0011640842,0.000025190384,0.0008151314,0.0000067412175,0.000016507453,0.000098444274],"genre_scores_gemma":[0.9985928,3.9608142e-7,0.0011704315,0.000049457063,0.000024429683,0.000031229814,0.00010430978,0.000015111406,0.000011830104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989085,0.000035291316,0.00019369961,0.00019558799,0.00048476344,0.00018214803],"domain_scores_gemma":[0.9994384,0.00000759779,0.00006473784,0.00020855783,0.00021852396,0.00006219759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001275397,0.00008996185,0.0001663128,0.00016176017,0.000024446006,0.000007031816,0.000051708757,0.00006229016,0.000033654775],"category_scores_gemma":[0.00009208954,0.00007277115,0.000029068098,0.00040928109,0.00005698131,0.00012391331,0.00001713315,0.00014288955,0.000017824768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039152396,0.00064376846,0.9842157,0.00008306774,0.000025407831,0.000004795932,0.00018323542,0.00017665274,0.012069649,0.00011950841,0.00007614354,0.0020105455],"study_design_scores_gemma":[0.0076976283,0.0012208151,0.8780047,0.0000869175,0.000030951585,0.0000027330211,0.00008695186,0.00008356792,0.11191102,0.00010321295,0.0006561757,0.00011528349],"about_ca_topic_score_codex":0.00007843191,"about_ca_topic_score_gemma":0.0000313664,"teacher_disagreement_score":0.106210954,"about_ca_system_score_codex":0.00020993895,"about_ca_system_score_gemma":0.00003635059,"threshold_uncertainty_score":0.29675213},"labels":[],"label_agreement":null},{"id":"W942945989","doi":"10.1155/2011/760958","title":"Validation of the MediByte<sup>®</sup> Type 3 Portable Monitor Compared with Polysomnography for Screening of Obstructive Sleep Apnea","year":2011,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Apnea; Sleep (system call); Sleep apnea; Anesthesia","score_opus":0.04921779166168063,"score_gpt":0.27902349466763265,"score_spread":0.22980570300595202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W942945989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99672735,0.00030559997,0.0008355379,0.00008968836,0.00019523998,0.0006417379,0.00008346292,0.000007864823,0.0011135488],"genre_scores_gemma":[0.99624866,0.0000014961308,0.0033179543,0.00013690592,0.00020899776,0.0000128445145,0.000006217968,0.000041150546,0.000025776502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809825,0.00013659165,0.0004990587,0.00021021983,0.0005772298,0.0004786625],"domain_scores_gemma":[0.99699885,0.000073505085,0.00040288497,0.00040616404,0.0014473718,0.0006712312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005283785,0.00017998456,0.00039141055,0.000650835,0.00026175845,0.000019109679,0.00033198803,0.000115739786,0.00024288861],"category_scores_gemma":[0.0002683541,0.00012792846,0.00017774921,0.0007687852,0.00041767966,0.00018706844,0.000025924015,0.00044995788,0.0000016721431],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018007219,0.00009546431,0.96961457,0.00015698525,0.0011129841,0.00007523139,0.0025998098,0.00035277248,0.010490357,0.0003750287,0.0004719871,0.01285409],"study_design_scores_gemma":[0.0075268913,0.0024765832,0.7155651,0.00045159672,0.0007496582,0.00043415886,0.0102994535,0.0016509705,0.25553817,0.0004504265,0.004349951,0.00050707173],"about_ca_topic_score_codex":0.0027058003,"about_ca_topic_score_gemma":0.0011480242,"teacher_disagreement_score":0.2540495,"about_ca_system_score_codex":0.0001811564,"about_ca_system_score_gemma":0.00070646126,"threshold_uncertainty_score":0.52167714},"labels":[],"label_agreement":null},{"id":"W95143551","doi":"10.1155/2014/681952","title":"Do Obstructive Sleep Apnea Syndrome Patients Underestimate Their Daytime Symptoms before Continuous Positive Airway Pressure Treatment?","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Epworth Sleepiness Scale; Continuous positive airway pressure; Obstructive sleep apnea; Retrospective cohort study; Somnolence; Apnea–hypopnea index; Apnea; Sleep apnea; Excessive daytime sleepiness; Hypopnea; Internal medicine; Physical therapy; Polysomnography; Sleep disorder; Adverse effect; Insomnia","score_opus":0.011845076315321253,"score_gpt":0.25109619552476475,"score_spread":0.2392511192094435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W95143551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99008054,0.00058997987,0.0001656921,0.00034556608,0.00062240375,0.0010512356,0.0004916155,0.00005781963,0.006595173],"genre_scores_gemma":[0.99803275,0.0000028545624,0.00013751708,0.00070350576,0.00043695883,0.000036614678,0.000056617166,0.00012783207,0.00046535998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961862,0.0004653909,0.0006075044,0.00066096376,0.00071536325,0.0013646045],"domain_scores_gemma":[0.995119,0.000148309,0.0003153449,0.00069111394,0.0009489678,0.0027772964],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042920167,0.00057679054,0.0008266544,0.0008626453,0.00075349555,0.00025797723,0.00042426257,0.0003420391,0.0007594355],"category_scores_gemma":[0.00037439293,0.00045846277,0.00031975497,0.0004053434,0.00044731738,0.00038682405,0.00006489317,0.00095628866,0.00021417852],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005441592,0.0003807138,0.6447055,0.000090720525,0.0032684577,0.0025907874,0.0021315992,0.00012785397,0.00050609437,0.0010866082,0.0006407994,0.3439267],"study_design_scores_gemma":[0.009699387,0.008286718,0.9436056,0.00024760645,0.00064882793,0.0025904414,0.00062004215,0.0009523494,0.0010447967,0.00078966387,0.030717669,0.0007969245],"about_ca_topic_score_codex":0.0016032769,"about_ca_topic_score_gemma":0.004535111,"teacher_disagreement_score":0.34312978,"about_ca_system_score_codex":0.0020381936,"about_ca_system_score_gemma":0.0007243326,"threshold_uncertainty_score":0.99978673},"labels":[],"label_agreement":null},{"id":"W954014164","doi":"10.1155/2014/271061","title":"The Utility of a Portable Sleep Monitor to Diagnose Sleep‐Disordered Breathing in a Pediatric Population","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Sleep (system call); Sleep disordered breathing; Breathing; Polysomnography; Population; Sleep apnea syndromes; Intensive care medicine; Anesthesia; Electroencephalography; Obstructive sleep apnea; Psychiatry; Environmental health","score_opus":0.02014316386750622,"score_gpt":0.29050496298287937,"score_spread":0.27036179911537317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W954014164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962433,0.0007819476,0.00014266226,0.0008791701,0.00030885046,0.00045859013,0.000011203609,0.000008894552,0.0011653816],"genre_scores_gemma":[0.99888164,0.000015555219,0.00014861602,0.0003654671,0.0005081349,0.00002083834,0.0000022360318,0.00002842989,0.000029088784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764603,0.0003265963,0.00059353694,0.00024051293,0.0005371364,0.00065620546],"domain_scores_gemma":[0.9977213,0.00022973763,0.00017074861,0.00040916933,0.00034126887,0.0011277788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019424184,0.00015413352,0.00029948592,0.00079517206,0.0003457195,0.00007319151,0.00025925296,0.00011956155,0.0001754231],"category_scores_gemma":[0.002308271,0.00012478356,0.000101352336,0.0007409361,0.00005901842,0.0001505651,0.000035218854,0.00067246263,0.000017308204],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008812048,0.000033296375,0.9281483,0.0000317324,0.000020553338,0.00012151362,0.00019767132,0.000050325936,0.00013267538,0.000065438726,0.00040192463,0.07070844],"study_design_scores_gemma":[0.001050569,0.0002079581,0.99219346,0.000031746444,0.000032712574,0.000060057002,0.0002295418,0.0015147108,0.00013312318,0.0002492267,0.0041800425,0.00011685657],"about_ca_topic_score_codex":0.020051103,"about_ca_topic_score_gemma":0.08898467,"teacher_disagreement_score":0.07059158,"about_ca_system_score_codex":0.00051068474,"about_ca_system_score_gemma":0.0003648327,"threshold_uncertainty_score":0.98647445},"labels":[],"label_agreement":null},{"id":"W95478482","doi":"10.5664/jcsm.26514","title":"Adaptive Servo-Ventilation in Patients With Idiopathic Cheyne-Stokes Breathing","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Central sleep apnea; Sleep medicine; Ventilation (architecture); Sleep (system call); Polysomnography; Respiratory center; Sleep apnea; Physical therapy; Internal medicine; Sleep disorder; Respiratory system; Psychiatry; Apnea; Insomnia; Mechanical engineering","score_opus":0.035711995501491574,"score_gpt":0.3569433571070898,"score_spread":0.32123136160559823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W95478482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99297076,0.00062050147,0.002141758,0.0022363677,0.00048152046,0.00038972672,0.0000016302029,0.000014115584,0.0011436035],"genre_scores_gemma":[0.9958509,0.00002148574,0.0019522399,0.0002516401,0.001828199,0.0000025373545,0.000007913328,0.0000323811,0.00005269745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99511737,0.00030762542,0.002266371,0.0002763358,0.0016688994,0.00036338554],"domain_scores_gemma":[0.9967489,0.00035948216,0.0011112486,0.00025859062,0.0011921776,0.0003295808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037512244,0.00021682742,0.0012070367,0.00042960295,0.000049730104,0.000010219175,0.00018727445,0.00020795772,0.00011936449],"category_scores_gemma":[0.001960567,0.00013407622,0.00019686254,0.0005484456,0.000356733,0.00030511414,0.000045522906,0.0014851451,0.00001149285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00661567,0.00097246206,0.94040316,0.00006368904,0.00013306661,0.00039617295,0.00012509318,0.000082097795,0.00008673741,0.00007952817,0.00008649026,0.05095582],"study_design_scores_gemma":[0.019198611,0.006174938,0.9712576,0.0013038184,0.00024724053,0.00008113832,0.00015876915,0.0008190986,0.000088598645,0.00028084437,0.00026906224,0.00012024663],"about_ca_topic_score_codex":0.000074928896,"about_ca_topic_score_gemma":0.0000324697,"teacher_disagreement_score":0.050835576,"about_ca_system_score_codex":0.00019148551,"about_ca_system_score_gemma":0.000106446554,"threshold_uncertainty_score":0.6452299},"labels":[],"label_agreement":null},{"id":"W96768135","doi":"10.5665/sleep/32.1.11","title":"Craniofacial Profile Assessment in Patients with Obstructive Sleep Apnea","year":2009,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Craniofacial; Medicine; Sleep (system call); Polysomnography; Sleep apnea; Apnea; Pediatrics; Audiology; Internal medicine; Psychiatry; Computer science","score_opus":0.008870106871302148,"score_gpt":0.2807447819010788,"score_spread":0.2718746750297767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W96768135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788601,0.000014542822,0.0006132584,0.0005454162,0.00018090269,0.0015188056,0.000028674667,0.00007721615,0.018161112],"genre_scores_gemma":[0.99466676,6.5550347e-7,0.0047118263,0.00020009653,0.00012693231,0.000054993623,0.00010055855,0.00003425484,0.00010393083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974432,0.00008402631,0.00032409473,0.00053345336,0.0009839865,0.00063125027],"domain_scores_gemma":[0.99887204,0.000028742928,0.000092529175,0.00043697288,0.00032599075,0.00024370626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016654858,0.00026876785,0.0004112399,0.00029773146,0.00009201,0.00003349808,0.00017103604,0.00012633034,0.00055592717],"category_scores_gemma":[0.00007890632,0.00021708712,0.000076786164,0.00060919335,0.00013408365,0.00023076928,0.00005616756,0.00063022756,0.00009996181],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009274492,0.0009660342,0.8600021,0.000027533226,0.00007478195,0.00007484115,0.0003222763,0.00001685028,0.00049503223,0.0007889446,0.000027691787,0.13627645],"study_design_scores_gemma":[0.0071782903,0.0015170131,0.98880625,0.000025718753,0.000046889432,0.000005685538,0.00021622938,0.0010617067,0.0004956298,0.00025946772,0.00015255678,0.0002345801],"about_ca_topic_score_codex":0.000023997723,"about_ca_topic_score_gemma":0.000009969352,"teacher_disagreement_score":0.13604188,"about_ca_system_score_codex":0.00047995194,"about_ca_system_score_gemma":0.00005774339,"threshold_uncertainty_score":0.8852556},"labels":[],"label_agreement":null},{"id":"W98015728","doi":"10.1155/2008/534372","title":"Long‐Term Compliance with Continuous Positive Airway Pressure in Patients with Obstructive Sleep Apnea","year":2008,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Compliance (psychology); Airway; Sleep apnea; Term (time); Anesthesia; Apnea; Positive airway pressure; Sleep (system call); Sleep disordered breathing; Cardiology; Intensive care medicine","score_opus":0.018485063148830742,"score_gpt":0.2518207144033137,"score_spread":0.23333565125448297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W98015728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99546427,0.0004982643,0.00016515965,0.00016921807,0.00012739247,0.00090171635,0.00010206405,0.000017788785,0.0025541282],"genre_scores_gemma":[0.9985056,0.000002419197,0.00029021202,0.00072299974,0.00019222283,0.000020006106,0.000015680229,0.00007241194,0.0001784677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971439,0.00018968953,0.00038289803,0.00046238312,0.00084349,0.0009775978],"domain_scores_gemma":[0.9965798,0.000052842384,0.00021011302,0.0003971186,0.0011480738,0.0016120479],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019123695,0.00033979188,0.0005376922,0.0007006582,0.00043789513,0.00006121591,0.0002820845,0.00015632044,0.00029610467],"category_scores_gemma":[0.00009209177,0.00026558913,0.00007264624,0.00056639296,0.00063249073,0.0003598936,0.000028793527,0.0013373316,0.00003693231],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014011125,0.00011238549,0.9827714,0.00003261077,0.00030384393,0.005651233,0.00052697037,0.000038636474,0.00005294079,0.00002180917,0.00010396865,0.008983067],"study_design_scores_gemma":[0.007544443,0.001783612,0.98776466,0.00023729845,0.00007567802,0.0011185097,0.00014944904,0.000023428449,0.00029489116,0.0000049119326,0.00068432646,0.00031876922],"about_ca_topic_score_codex":0.0012722119,"about_ca_topic_score_gemma":0.014104031,"teacher_disagreement_score":0.012831819,"about_ca_system_score_codex":0.0009937523,"about_ca_system_score_gemma":0.0010488526,"threshold_uncertainty_score":0.9999796},"labels":[],"label_agreement":null}]}